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Created on Skills Network Labs
{
"cells": [
{
"cell_type": "markdown",
"metadata": {
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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
}
},
"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,
"run_control": {
"read_only": 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": 5,
"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",
" </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": 5,
"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": 6,
"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": 7,
"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": 8,
"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": 9,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
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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": 9,
"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": 10,
"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": 11,
"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": 12,
"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 0x7fa9005f9198>"
]
},
"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": "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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."
]
},
{
"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 0x7fa862eb29e8>"
]
},
"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": 18,
"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": 19,
"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": 20,
"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": 37,
"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: done\n",
"\n",
"# All requested packages already installed.\n",
"\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": 38,
"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": 39,
"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": 40,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/plain": [
"<wordcloud.wordcloud.WordCloud at 0x7fa8e9c7ee10>"
]
},
"execution_count": 40,
"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": 41,
"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": 42,
"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": 43,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"image/png": 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