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Created on Skills Network Labs
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"source": [
"<a href=\"https://cognitiveclass.ai\"><img src = \"https://ibm.box.com/shared/static/9gegpsmnsoo25ikkbl4qzlvlyjbgxs5x.png\" width = 400> </a>\n",
"\n",
"<h1 align=center><font size = 5>Waffle Charts, Word Clouds, and Regression Plots</font></h1>"
]
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"## Introduction\n",
"\n",
"In this lab, we will learn how to create word clouds and waffle charts. Furthermore, we will start learning about additional visualization libraries that are based on Matplotlib, namely the library *seaborn*, and we will learn how to create regression plots using the *seaborn* library."
]
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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",
"<hr>"
]
},
{
"cell_type": "markdown",
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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."
]
},
{
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"source": [
"# Downloading and Prepping Data <a id=\"2\"></a>"
]
},
{
"cell_type": "markdown",
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"source": [
"Import Primary Modules:"
]
},
{
"cell_type": "code",
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"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",
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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,
"deletable": true,
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"source": [
"Download the dataset and read it into a *pandas* dataframe:"
]
},
{
"cell_type": "code",
"execution_count": 46,
"metadata": {
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"name": "stdout",
"output_type": "stream",
"text": [
"Data downloaded and read into a dataframe!\n"
]
}
],
"source": [
"df_can = pd.read_excel('https://s3-api.us-geo.objectstorage.softlayer.net/cf-courses-data/CognitiveClass/DV0101EN/labs/Data_Files/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!')"
]
},
{
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"source": [
"Let's take a look at the first five items in our dataset"
]
},
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"\n",
" .dataframe thead th {\n",
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"</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>"
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"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()"
]
},
{
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"button": false,
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"editable": true,
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"run_control": {
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},
"source": [
"Let's find out how many entries there are in our dataset"
]
},
{
"cell_type": "code",
"execution_count": 4,
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},
"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,
"deletable": true,
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},
"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,
"collapsed": false,
"deletable": true,
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}
},
"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,
"deletable": true,
"editable": true,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"# Visualizing Data using Matplotlib<a id=\"4\"></a>"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"deletable": true,
"editable": true,
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"run_control": {
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},
"source": [
"Import `matplotlib`:"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
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},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Matplotlib version: 3.3.2\n"
]
}
],
"source": [
"%matplotlib inline\n",
"\n",
"import matplotlib as mpl\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib.patches as mpatches # needed for waffle Charts\n",
"\n",
"mpl.style.use('ggplot') # optional: for ggplot-like style\n",
"\n",
"# check for latest version of Matplotlib\n",
"print ('Matplotlib version: ', mpl.__version__) # >= 2.0.0"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"deletable": true,
"editable": true,
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"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,
"deletable": true,
"editable": true,
"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,
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"outputs": [
{
"data": {
"text/html": [
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" }\n",
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" }\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,
"deletable": true,
"editable": true,
"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,
"deletable": true,
"editable": true,
"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,
"collapsed": false,
"deletable": true,
"editable": true,
"jupyter": {
"outputs_hidden": 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,
"deletable": true,
"editable": true,
"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,
"collapsed": false,
"deletable": true,
"editable": true,
"jupyter": {
"outputs_hidden": 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,
"deletable": true,
"editable": true,
"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": 10,
"metadata": {
"button": false,
"collapsed": false,
"deletable": true,
"editable": true,
"jupyter": {
"outputs_hidden": 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,
"deletable": true,
"editable": true,
"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,
"deletable": true,
"editable": true,
"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": 11,
"metadata": {
"button": false,
"collapsed": false,
"deletable": true,
"editable": true,
"jupyter": {
"outputs_hidden": 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,
"deletable": true,
"editable": true,
"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": 12,
"metadata": {
"button": false,
"collapsed": false,
"deletable": true,
"editable": true,
"jupyter": {
"outputs_hidden": 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,
"deletable": true,
"editable": true,
"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,
"deletable": true,
"editable": true,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 5.** Map the `waffle` chart matrix into a visual."
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"button": false,
"collapsed": false,
"deletable": true,
"editable": true,
"jupyter": {
"outputs_hidden": false
},
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.colorbar.Colorbar at 0x7f208e4e6a58>"
]
},
"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,
"deletable": true,
"editable": true,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 6.** Prettify the chart."
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"button": false,
"collapsed": false,
"deletable": true,
"editable": true,
"jupyter": {
"outputs_hidden": 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,
"deletable": true,
"editable": true,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 7.** Create a legend and add it to chart."
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"button": false,
"collapsed": false,
"deletable": true,
"editable": true,
"jupyter": {
"outputs_hidden": false
},
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.legend.Legend at 0x7f20861ecb00>"
]
},
"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,
"deletable": true,
"editable": true,
"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,
"deletable": true,
"editable": true,
"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": 16,
"metadata": {
"button": false,
"collapsed": false,
"deletable": true,
"editable": true,
"jupyter": {
"outputs_hidden": 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,
"deletable": true,
"editable": true,
"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": 17,
"metadata": {
"button": false,
"collapsed": false,
"deletable": true,
"editable": true,
"jupyter": {
"outputs_hidden": 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,
"deletable": true,
"editable": true,
"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": 18,
"metadata": {
"button": false,
"collapsed": false,
"deletable": true,
"editable": true,
"jupyter": {
"outputs_hidden": 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,
"deletable": true,
"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,
"deletable": true,
"editable": true,
"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,
"deletable": true,
"editable": true,
"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,
"deletable": true,
"editable": true,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"First, let's install the package."
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {
"button": false,
"collapsed": false,
"deletable": true,
"editable": true,
"jupyter": {
"outputs_hidden": 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",
" certifi-2020.6.20 | py36h9880bd3_2 151 KB conda-forge\n",
" wordcloud-1.4.1 | py36_0 324 KB conda-forge\n",
" ------------------------------------------------------------\n",
" Total: 475 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 UPDATED:\n",
"\n",
" certifi 2020.6.20-py36h9f0ad1d_0 --> 2020.6.20-py36h9880bd3_2\n",
"\n",
"\n",
"\n",
"Downloading and Extracting Packages\n",
"certifi-2020.6.20 | 151 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,
"deletable": true,
"editable": true,
"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": 20,
"metadata": {
"button": false,
"collapsed": false,
"deletable": true,
"editable": true,
"jupyter": {
"outputs_hidden": 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://s3-api.us-geo.objectstorage.softlayer.net/cf-courses-data/CognitiveClass/DV0101EN/labs/Data_Files/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,
"deletable": true,
"editable": true,
"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": 21,
"metadata": {
"button": false,
"collapsed": false,
"deletable": true,
"editable": true,
"jupyter": {
"outputs_hidden": false
},
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [],
"source": [
"stopwords = set(STOPWORDS)"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"deletable": true,
"editable": true,
"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": 22,
"metadata": {
"button": false,
"collapsed": false,
"deletable": true,
"editable": true,
"jupyter": {
"outputs_hidden": false
},
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/plain": [
"<wordcloud.wordcloud.WordCloud at 0x7f2086007a58>"
]
},
"execution_count": 22,
"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,
"deletable": true,
"editable": true,
"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": 23,
"metadata": {
"button": false,
"collapsed": false,
"deletable": true,
"editable": true,
"jupyter": {
"outputs_hidden": 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,
"deletable": true,
"editable": true,
"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": 24,
"metadata": {
"button": false,
"collapsed": false,
"deletable": true,
"editable": true,
"jupyter": {
"outputs_hidden": 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,
"deletable": true,
"editable": true,
"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": 25,
"metadata": {
"button": false,
"collapsed": false,
"deletable": true,
"editable": true,
"jupyter": {
"outputs_hidden": false
},
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"image/png": 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