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brookskindle/seattle_pet_breakdown.ipynb

Created June 12, 2017 04:37
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Breakdown pet locations in Seattle
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seattle_pet_breakdown.ipynb
{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"deletable": true,
"editable": true
},
"source": [
"# Pets of Seattle\n",
"The Seattle government has publicly available pet license information. Learn more at https://data.seattle.gov/Community/Seattle-Pet-Licenses/jguv-t9rb"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": true,
"deletable": true,
"editable": true
},
"outputs": [],
"source": [
"import os\n",
"import pandas as pd\n",
"import matplotlib as mpl\n",
"import matplotlib.pyplot as plt\n",
"\n",
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 49,
"metadata": {
"collapsed": true,
"deletable": true,
"editable": true
},
"outputs": [],
"source": [
"# Alternatively, just download it and read the CSV file locally\n",
"license_file = \"https://data.seattle.gov/api/views/jguv-t9rb/rows.csv?accessType=DOWNLOAD\""
]
},
{
"cell_type": "code",
"execution_count": 50,
"metadata": {
"collapsed": false,
"deletable": true,
"editable": true
},
"outputs": [
{
"data": {
"text/html": [
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"<style>\n",
" .dataframe thead tr:only-child th {\n",
" text-align: right;\n",
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"\n",
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" text-align: left;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>License Issue Date</th>\n",
" <th>License Number</th>\n",
" <th>Animal's Name</th>\n",
" <th>Species</th>\n",
" <th>Primary Breed</th>\n",
" <th>Secondary Breed</th>\n",
" <th>ZIP Code</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>March 29 2005</td>\n",
" <td>130651</td>\n",
" <td>Ozzy</td>\n",
" <td>Dog</td>\n",
" <td>Dachshund, Standard Smooth Haired</td>\n",
" <td></td>\n",
" <td>98104</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>December 23 2009</td>\n",
" <td>898148</td>\n",
" <td>Jack</td>\n",
" <td>Dog</td>\n",
" <td>Schnauzer, Miniature</td>\n",
" <td>Terrier, Rat</td>\n",
" <td>98107</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>January 20 2006</td>\n",
" <td>29654</td>\n",
" <td>Ginger</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Golden</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td>98117</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>February 07 2006</td>\n",
" <td>75432</td>\n",
" <td>Pepper</td>\n",
" <td>Cat</td>\n",
" <td>Manx</td>\n",
" <td>Mix</td>\n",
" <td>98103</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>August 04 2006</td>\n",
" <td>729899</td>\n",
" <td>Addy</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Golden</td>\n",
" <td></td>\n",
" <td>98105</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>July 24 2007</td>\n",
" <td>437433</td>\n",
" <td>Rustie</td>\n",
" <td>Dog</td>\n",
" <td>Dachshund, Standard Smooth Haired</td>\n",
" <td></td>\n",
" <td>98108</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>December 06 2006</td>\n",
" <td>959078</td>\n",
" <td>Lady</td>\n",
" <td>Dog</td>\n",
" <td>Doberman Pinscher</td>\n",
" <td></td>\n",
" <td>98104</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>November 19 2007</td>\n",
" <td>895915</td>\n",
" <td>Emily</td>\n",
" <td>Cat</td>\n",
" <td>Domestic Medium Hair</td>\n",
" <td></td>\n",
" <td>98103</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>January 31 2008</td>\n",
" <td>26600</td>\n",
" <td>Sampson</td>\n",
" <td>Dog</td>\n",
" <td>Shepherd</td>\n",
" <td>Siberian Husky</td>\n",
" <td>98106</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>March 20 2008</td>\n",
" <td>135598</td>\n",
" <td>Buddy</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td>Mix</td>\n",
" <td>98133</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>March 25 2008</td>\n",
" <td>29617</td>\n",
" <td>Hitler</td>\n",
" <td>Dog</td>\n",
" <td>Terrier, American Pit Bull</td>\n",
" <td></td>\n",
" <td>98108</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>March 31 2008</td>\n",
" <td>135493</td>\n",
" <td>Oscar</td>\n",
" <td>Dog</td>\n",
" <td>Dachshund, Miniature Smooth Haired</td>\n",
" <td></td>\n",
" <td>98104</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>April 17 2008</td>\n",
" <td>209891</td>\n",
" <td>Liame</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td></td>\n",
" <td>98126</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>August 02 2008</td>\n",
" <td>352920</td>\n",
" <td>Hunter</td>\n",
" <td>Cat</td>\n",
" <td>Devon Rex</td>\n",
" <td></td>\n",
" <td>98125</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>December 01 2008</td>\n",
" <td>957147</td>\n",
" <td>Finigan</td>\n",
" <td>Dog</td>\n",
" <td>Spaniel, Irish Water</td>\n",
" <td></td>\n",
" <td>98107</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>November 12 2008</td>\n",
" <td>900555</td>\n",
" <td>Emily</td>\n",
" <td>Dog</td>\n",
" <td>Terrier, Boston</td>\n",
" <td></td>\n",
" <td>98107</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>January 28 2009</td>\n",
" <td>25208</td>\n",
" <td>Holly</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td></td>\n",
" <td>98103</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>March 28 2008</td>\n",
" <td>137471</td>\n",
" <td>Romeo</td>\n",
" <td>Dog</td>\n",
" <td>Terrier, Yorkshire</td>\n",
" <td></td>\n",
" <td>98136</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>July 16 2009</td>\n",
" <td>438986</td>\n",
" <td>Franklin Tucker</td>\n",
" <td>Dog</td>\n",
" <td>Pug</td>\n",
" <td></td>\n",
" <td>98106</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>December 22 2009</td>\n",
" <td>960651</td>\n",
" <td>Shelby</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td>Shepherd</td>\n",
" <td>98115</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>January 11 2010</td>\n",
" <td>24477</td>\n",
" <td>Calvin</td>\n",
" <td>Dog</td>\n",
" <td>Terrier</td>\n",
" <td>Mix</td>\n",
" <td>98125</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>February 19 2010</td>\n",
" <td>80391</td>\n",
" <td>Zoey</td>\n",
" <td>Dog</td>\n",
" <td>Chihuahua, Short Coat</td>\n",
" <td>Pomeranian</td>\n",
" <td>98126</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>March 18 2010</td>\n",
" <td>132643</td>\n",
" <td>Nugget</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Golden</td>\n",
" <td></td>\n",
" <td>98104</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>June 05 2010</td>\n",
" <td>355942</td>\n",
" <td>Big Guy</td>\n",
" <td>Dog</td>\n",
" <td>Chihuahua, Short Coat</td>\n",
" <td></td>\n",
" <td>98146</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>June 15 2010</td>\n",
" <td>355953</td>\n",
" <td>Akaiya</td>\n",
" <td>Dog</td>\n",
" <td>Terrier, American Staffordshire</td>\n",
" <td></td>\n",
" <td>98036</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>October 14 2010</td>\n",
" <td>728265</td>\n",
" <td>Petey</td>\n",
" <td>Dog</td>\n",
" <td>Terrier, American Pit Bull</td>\n",
" <td>Mix</td>\n",
" <td>98109</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>April 22 2010</td>\n",
" <td>281115</td>\n",
" <td>Kane</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td></td>\n",
" <td>98136</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>December 27 2007</td>\n",
" <td>956693</td>\n",
" <td>Tyson</td>\n",
" <td>Dog</td>\n",
" <td>Terrier, American Pit Bull</td>\n",
" <td></td>\n",
" <td>98117</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>March 05 2010</td>\n",
" <td>141134</td>\n",
" <td>Shelby</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td>Mix</td>\n",
" <td>98133</td>\n",
" </tr>\n",
" <tr>\n",
" <th>30</th>\n",
" <td>February 04 2011</td>\n",
" <td>81017</td>\n",
" <td>Buttercup</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td></td>\n",
" <td>98119</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
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" </tr>\n",
" <tr>\n",
" <th>66012</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125211</td>\n",
" <td>Tesla</td>\n",
" <td>Dog</td>\n",
" <td>Miniature Pinscher</td>\n",
" <td>Mix</td>\n",
" <td>98144</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66013</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125247</td>\n",
" <td>Hemi</td>\n",
" <td>Dog</td>\n",
" <td>Whippet</td>\n",
" <td></td>\n",
" <td>98102</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66014</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125226</td>\n",
" <td>Loki</td>\n",
" <td>Dog</td>\n",
" <td>Siberian Husky</td>\n",
" <td>Alaskan Malamute</td>\n",
" <td>98199</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66015</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125227</td>\n",
" <td>Lykos</td>\n",
" <td>Dog</td>\n",
" <td>Siberian Husky</td>\n",
" <td></td>\n",
" <td>98199</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66016</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125203</td>\n",
" <td>Buddy</td>\n",
" <td>Dog</td>\n",
" <td>Terrier, Russell</td>\n",
" <td></td>\n",
" <td>98177</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66017</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125210</td>\n",
" <td>Mary</td>\n",
" <td>Cat</td>\n",
" <td>Mix</td>\n",
" <td></td>\n",
" <td>98103</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66018</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125221</td>\n",
" <td>Benjamón</td>\n",
" <td>Dog</td>\n",
" <td>Terrier</td>\n",
" <td>Chihuahua, Short Coat</td>\n",
" <td>98109</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66019</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125222</td>\n",
" <td>Katy</td>\n",
" <td>Dog</td>\n",
" <td>Australian Shepherd</td>\n",
" <td>Border Collie</td>\n",
" <td>98109</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66020</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125245</td>\n",
" <td>Geordie</td>\n",
" <td>Dog</td>\n",
" <td>Portuguese Water Dog</td>\n",
" <td></td>\n",
" <td>98105</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66021</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125230</td>\n",
" <td>Hamilton</td>\n",
" <td>Cat</td>\n",
" <td>Maine Coon</td>\n",
" <td></td>\n",
" <td>98144</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66022</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125231</td>\n",
" <td>Juno</td>\n",
" <td>Dog</td>\n",
" <td>Shepherd</td>\n",
" <td></td>\n",
" <td>98144</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66023</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125225</td>\n",
" <td>Elroy</td>\n",
" <td>Cat</td>\n",
" <td>Domestic Shorthair</td>\n",
" <td></td>\n",
" <td>98199</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66024</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125223</td>\n",
" <td>Rose</td>\n",
" <td>Dog</td>\n",
" <td>Australian Shepherd, Miniature</td>\n",
" <td></td>\n",
" <td>98102</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66025</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125252</td>\n",
" <td>Piper</td>\n",
" <td>Dog</td>\n",
" <td>Mastiff</td>\n",
" <td>Cane Corso</td>\n",
" <td>98115</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66026</th>\n",
" <td>December 11 2016</td>\n",
" <td>S125185</td>\n",
" <td>Boomer</td>\n",
" <td>Dog</td>\n",
" <td>Poodle, Standard</td>\n",
" <td>Mix</td>\n",
" <td>98118</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66027</th>\n",
" <td>November 21 2016</td>\n",
" <td>S125272</td>\n",
" <td>NaN</td>\n",
" <td>Cat</td>\n",
" <td>Siamese</td>\n",
" <td>Mix</td>\n",
" <td>98104</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66028</th>\n",
" <td>November 21 2016</td>\n",
" <td>S125273</td>\n",
" <td>NaN</td>\n",
" <td>Cat</td>\n",
" <td>Domestic Shorthair</td>\n",
" <td>Mix</td>\n",
" <td>98118</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66029</th>\n",
" <td>November 25 2016</td>\n",
" <td>S125274</td>\n",
" <td>girl</td>\n",
" <td>Cat</td>\n",
" <td>Domestic Shorthair</td>\n",
" <td>Mix</td>\n",
" <td>98136</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66030</th>\n",
" <td>November 25 2016</td>\n",
" <td>S125275</td>\n",
" <td>boy</td>\n",
" <td>Cat</td>\n",
" <td>Domestic Shorthair</td>\n",
" <td>Mix</td>\n",
" <td>98136</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66031</th>\n",
" <td>December 22 2016</td>\n",
" <td>S125187</td>\n",
" <td>Bonita</td>\n",
" <td>Dog</td>\n",
" <td>Beagle</td>\n",
" <td>Mix</td>\n",
" <td>98104</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66032</th>\n",
" <td>November 25 2016</td>\n",
" <td>S125299</td>\n",
" <td>girl</td>\n",
" <td>Cat</td>\n",
" <td>Domestic Shorthair</td>\n",
" <td>Mix</td>\n",
" <td>98144</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66033</th>\n",
" <td>November 25 2016</td>\n",
" <td>S125300</td>\n",
" <td>boy</td>\n",
" <td>Cat</td>\n",
" <td>Domestic Shorthair</td>\n",
" <td>Mix</td>\n",
" <td>98144</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66034</th>\n",
" <td>November 25 2016</td>\n",
" <td>S125190</td>\n",
" <td>NaN</td>\n",
" <td>Cat</td>\n",
" <td>Domestic Medium Hair</td>\n",
" <td>Mix</td>\n",
" <td>98125</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66035</th>\n",
" <td>November 25 2016</td>\n",
" <td>S125191</td>\n",
" <td>NaN</td>\n",
" <td>Cat</td>\n",
" <td>Domestic Shorthair</td>\n",
" <td>Mix</td>\n",
" <td>98102</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66036</th>\n",
" <td>November 26 2016</td>\n",
" <td>S125192</td>\n",
" <td>NaN</td>\n",
" <td>Cat</td>\n",
" <td>Domestic Medium Hair</td>\n",
" <td>Mix</td>\n",
" <td>98122</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66037</th>\n",
" <td>December 27 2016</td>\n",
" <td>S121002</td>\n",
" <td>Lily</td>\n",
" <td>Cat</td>\n",
" <td>Domestic Shorthair</td>\n",
" <td>Mix</td>\n",
" <td>98117</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66038</th>\n",
" <td>November 29 2016</td>\n",
" <td>S101613</td>\n",
" <td>Ellie</td>\n",
" <td>Dog</td>\n",
" <td>German Shepherd</td>\n",
" <td>Mix</td>\n",
" <td>98105</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66039</th>\n",
" <td>December 05 2016</td>\n",
" <td>S101614</td>\n",
" <td>Sammy</td>\n",
" <td>Dog</td>\n",
" <td>Terrier</td>\n",
" <td>Maltese</td>\n",
" <td>98105</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66040</th>\n",
" <td>December 06 2016</td>\n",
" <td>S101615</td>\n",
" <td>Buddy</td>\n",
" <td>Dog</td>\n",
" <td>Bullmastiff</td>\n",
" <td>Mix</td>\n",
" <td>98105</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66041</th>\n",
" <td>December 07 2016</td>\n",
" <td>S118134</td>\n",
" <td>Aku</td>\n",
" <td>Dog</td>\n",
" <td>Chihuahua, Short Coat</td>\n",
" <td>Terrier</td>\n",
" <td>98106</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>65602 rows × 7 columns</p>\n",
"</div>"
],
"text/plain": [
" License Issue Date License Number Animal's Name Species \\\n",
"0 March 29 2005 130651 Ozzy Dog \n",
"1 December 23 2009 898148 Jack Dog \n",
"2 January 20 2006 29654 Ginger Dog \n",
"3 February 07 2006 75432 Pepper Cat \n",
"4 August 04 2006 729899 Addy Dog \n",
"5 July 24 2007 437433 Rustie Dog \n",
"6 December 06 2006 959078 Lady Dog \n",
"7 November 19 2007 895915 Emily Cat \n",
"9 January 31 2008 26600 Sampson Dog \n",
"10 March 20 2008 135598 Buddy Dog \n",
"11 March 25 2008 29617 Hitler Dog \n",
"12 March 31 2008 135493 Oscar Dog \n",
"13 April 17 2008 209891 Liame Dog \n",
"14 August 02 2008 352920 Hunter Cat \n",
"15 December 01 2008 957147 Finigan Dog \n",
"16 November 12 2008 900555 Emily Dog \n",
"17 January 28 2009 25208 Holly Dog \n",
"18 March 28 2008 137471 Romeo Dog \n",
"19 July 16 2009 438986 Franklin Tucker Dog \n",
"20 December 22 2009 960651 Shelby Dog \n",
"21 January 11 2010 24477 Calvin Dog \n",
"22 February 19 2010 80391 Zoey Dog \n",
"23 March 18 2010 132643 Nugget Dog \n",
"24 June 05 2010 355942 Big Guy Dog \n",
"25 June 15 2010 355953 Akaiya Dog \n",
"26 October 14 2010 728265 Petey Dog \n",
"27 April 22 2010 281115 Kane Dog \n",
"28 December 27 2007 956693 Tyson Dog \n",
"29 March 05 2010 141134 Shelby Dog \n",
"30 February 04 2011 81017 Buttercup Dog \n",
"... ... ... ... ... \n",
"66012 December 30 2016 S125211 Tesla Dog \n",
"66013 December 30 2016 S125247 Hemi Dog \n",
"66014 December 30 2016 S125226 Loki Dog \n",
"66015 December 30 2016 S125227 Lykos Dog \n",
"66016 December 30 2016 S125203 Buddy Dog \n",
"66017 December 30 2016 S125210 Mary Cat \n",
"66018 December 30 2016 S125221 Benjamón Dog \n",
"66019 December 30 2016 S125222 Katy Dog \n",
"66020 December 30 2016 S125245 Geordie Dog \n",
"66021 December 30 2016 S125230 Hamilton Cat \n",
"66022 December 30 2016 S125231 Juno Dog \n",
"66023 December 30 2016 S125225 Elroy Cat \n",
"66024 December 30 2016 S125223 Rose Dog \n",
"66025 December 30 2016 S125252 Piper Dog \n",
"66026 December 11 2016 S125185 Boomer Dog \n",
"66027 November 21 2016 S125272 NaN Cat \n",
"66028 November 21 2016 S125273 NaN Cat \n",
"66029 November 25 2016 S125274 girl Cat \n",
"66030 November 25 2016 S125275 boy Cat \n",
"66031 December 22 2016 S125187 Bonita Dog \n",
"66032 November 25 2016 S125299 girl Cat \n",
"66033 November 25 2016 S125300 boy Cat \n",
"66034 November 25 2016 S125190 NaN Cat \n",
"66035 November 25 2016 S125191 NaN Cat \n",
"66036 November 26 2016 S125192 NaN Cat \n",
"66037 December 27 2016 S121002 Lily Cat \n",
"66038 November 29 2016 S101613 Ellie Dog \n",
"66039 December 05 2016 S101614 Sammy Dog \n",
"66040 December 06 2016 S101615 Buddy Dog \n",
"66041 December 07 2016 S118134 Aku Dog \n",
"\n",
" Primary Breed Secondary Breed ZIP Code \n",
"0 Dachshund, Standard Smooth Haired 98104 \n",
"1 Schnauzer, Miniature Terrier, Rat 98107 \n",
"2 Retriever, Golden Retriever, Labrador 98117 \n",
"3 Manx Mix 98103 \n",
"4 Retriever, Golden 98105 \n",
"5 Dachshund, Standard Smooth Haired 98108 \n",
"6 Doberman Pinscher 98104 \n",
"7 Domestic Medium Hair 98103 \n",
"9 Shepherd Siberian Husky 98106 \n",
"10 Retriever, Labrador Mix 98133 \n",
"11 Terrier, American Pit Bull 98108 \n",
"12 Dachshund, Miniature Smooth Haired 98104 \n",
"13 Retriever, Labrador 98126 \n",
"14 Devon Rex 98125 \n",
"15 Spaniel, Irish Water 98107 \n",
"16 Terrier, Boston 98107 \n",
"17 Retriever, Labrador 98103 \n",
"18 Terrier, Yorkshire 98136 \n",
"19 Pug 98106 \n",
"20 Retriever, Labrador Shepherd 98115 \n",
"21 Terrier Mix 98125 \n",
"22 Chihuahua, Short Coat Pomeranian 98126 \n",
"23 Retriever, Golden 98104 \n",
"24 Chihuahua, Short Coat 98146 \n",
"25 Terrier, American Staffordshire 98036 \n",
"26 Terrier, American Pit Bull Mix 98109 \n",
"27 Retriever, Labrador 98136 \n",
"28 Terrier, American Pit Bull 98117 \n",
"29 Retriever, Labrador Mix 98133 \n",
"30 Retriever, Labrador 98119 \n",
"... ... ... ... \n",
"66012 Miniature Pinscher Mix 98144 \n",
"66013 Whippet 98102 \n",
"66014 Siberian Husky Alaskan Malamute 98199 \n",
"66015 Siberian Husky 98199 \n",
"66016 Terrier, Russell 98177 \n",
"66017 Mix 98103 \n",
"66018 Terrier Chihuahua, Short Coat 98109 \n",
"66019 Australian Shepherd Border Collie 98109 \n",
"66020 Portuguese Water Dog 98105 \n",
"66021 Maine Coon 98144 \n",
"66022 Shepherd 98144 \n",
"66023 Domestic Shorthair 98199 \n",
"66024 Australian Shepherd, Miniature 98102 \n",
"66025 Mastiff Cane Corso 98115 \n",
"66026 Poodle, Standard Mix 98118 \n",
"66027 Siamese Mix 98104 \n",
"66028 Domestic Shorthair Mix 98118 \n",
"66029 Domestic Shorthair Mix 98136 \n",
"66030 Domestic Shorthair Mix 98136 \n",
"66031 Beagle Mix 98104 \n",
"66032 Domestic Shorthair Mix 98144 \n",
"66033 Domestic Shorthair Mix 98144 \n",
"66034 Domestic Medium Hair Mix 98125 \n",
"66035 Domestic Shorthair Mix 98102 \n",
"66036 Domestic Medium Hair Mix 98122 \n",
"66037 Domestic Shorthair Mix 98117 \n",
"66038 German Shepherd Mix 98105 \n",
"66039 Terrier Maltese 98105 \n",
"66040 Bullmastiff Mix 98105 \n",
"66041 Chihuahua, Short Coat Terrier 98106 \n",
"\n",
"[65602 rows x 7 columns]"
]
},
"execution_count": 50,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"pets = pd.read_csv(license_file)\n",
"pets = pets.dropna(subset=[\"ZIP Code\"])\n",
"pets = pets.fillna(\n",
" {\n",
" \"Secondary Breed\": \"\",\n",
" },\n",
")\n",
"pets = pets[pets[\"ZIP Code\"].str.match(\"^\\d{5}$\")] # Only use rows that contain a 5-digit ZIP Code\n",
"pets"
]
},
{
"cell_type": "code",
"execution_count": 90,
"metadata": {
"collapsed": false,
"deletable": true,
"editable": true
},
"outputs": [
{
"data": {
"text/plain": [
"Species\n",
"Dog 42803\n",
"Cat 22748\n",
"Livestock 51\n",
"Name: Species, dtype: int64"
]
},
"execution_count": 90,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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OHQkJCfF3bXXp0oXz58/jdDrxeDx06NCBX375xd/i8Fm3bh0NGzYsUvPTTz+N\nzWbjpZdeolWrVvTs2ZM5c+bQp0+fIvd96KGHSEhI4IUXXvAPHBg4cCCvvvoqkiTx2muvXfj3s1r5\n4YcfSEsrebRqsAaO2PHzMvx26BxJn24iV6waIFSg2lEhzB59IxY0rI50mjdvXmiZmIpYS60suq7j\n9JbelRdaaCWBorxeLx06dOCZZ55h5MiRRoBJYJVlTp48ia7r1K9fv8w6fOeDUlNTOXr0KJGRkf6R\na8VJT0/H5XIVGzpm0TSNffv20apVK7NLCSjRwrlE6/ad5c/zN+HyBt9kLSGwLHKB8zaSVGQujsNj\nfOAJ9BbTZXF5VWPpHS60xnyTWEOsFmw2Gzt37vQ/v1fT0HWQrMZKAuQ/xqOqWGXjeTRd9+9squY/\nl5T/fImJiSQmJpZZV3x8fJn3CbRgbeGIwLkE6w+mM27+ZhE2QkBY/Odw8j/Nl3BcqoxbTJcUTB7F\nCCNZzl+4U9X8E1x9O4TChUmvpQWcDrgUFUkCmyyLjd2qEBE4Zdh46BwPz/1DhI0QML45K/6N0KrB\nCv46+fv8lNArdyUf9nXdeE4dc9aYEy6fCJxSbDgowkYIPN+n+wt7z0jYLTJ6frfS1e5JE0gXd++V\n1AVY5HEF+/4ugabrpZ4/qmwKnosKJiJwSrD5yHmSPv2jzBOlglDezuZv0KfoEni8uN1uQkJCjFn7\nBTZlKxg7en7/WuFutqK3+38u5fdLF/1U8LhY9ByQb5JqwfNFgT+Q6jpoVJ3QcTqdhdZ+CxYicIqR\nds7Bw3M34fCIsBECz61orNl7lj4ta+G1R3E49Qg1Y6KoXadufhdbwUN9PpMO9KXRNA1NU1EUFUVR\nUFUVRVXRNQ1V01BVtdB1up4/SMB30TQ0XTMCVteL7Xbz5YtvVQZr/jkd33tksViwWIyVDiwWC7Is\nI8uy/zpZlv1ffbcXfExFtEJ8E1ojIiLK/bkrOzEs+iIur8rdM9azW0zqFEyW1KMJd7avj6540LLP\nYJElZNlS6MAoyxKyJCNbLFgtsnG7Nf+gKctIkpy/ppmEJPsOsLJ/LsvFB1TfwR6MA76qakYIaBqq\nLwRUDVXX8oNDRVN1FFXFqyioioKiKGiaZszpkWSQZJAt6JKMjpyfizLIcn7TyPgqIRVMEPD97Pse\nCtVc+NCl+0dRNKwRRlSo8VnaF2pG+F24+K7zvd6C1xW8vyRJWK3WQkF0cXAV/FowwHyBVfA99ng8\nnD59GqvCZBh1AAAgAElEQVTVSv369ctcLqe6ES2cizy3ZIcIG6FS+GV/One2r49ktSPXbGAMNdaN\ng73xiV8Dzfj0j1cDXQFdR9I1JF0HtPy+NN8INt3/sy9UivStSRQ48F90wJeMxXaMn2V0CSMskPLD\nIxTJLkOoBSQJj6Lj8KhkOLycy3OT41LIdSu4vRoOj/F9tkvB6VHxqhqKqqNoGl7V2H7a6VXxKBqK\npqH5Wz8FSpWMdecssoRVlrBYJCySRGSIlVmjbqRVveirev99YeQLUF94FQwkj8dTJKQKhpi/+zP/\nq81mIyYmhtjY2KA8hyNaOAXM35DKC8t2mV2GIBRhkY2BA1GhViJCrITbLYTZLNitMuF2CxEhViLs\nVsJDLESF2ogMsRBqtRBik7FZZCyyRKjNgt0iY7deuK7AlB803ZgHo6gaiqbj8qo4vSpuRcPt1XAr\nKi6visNjXOfwqDg8RmDkuBQyHB6ynF4yHV4cHgXNxCNLgxphfPPYTcRFhphXhFCECJx8245mcu+H\nG4yhm4IgVHk3Nq7J52O7YrcGV7dVZSb+JTBmbk/8YosIG0GoRjYdyeC173aXfUchYETgAO/+uI+j\n58VinIJQ3czbcIS1+86aXYaQL+gDZ+fxLD5Zn2p2GYIgVJC/Ld5Otiuwu6QKxQvqwNE0neeX7kQ1\n8+ymIAgV6mSWixeX7jS7DIEgD5wv/zjKtqOZZpchCEIFW7rtBCt3njS7jKAXtIGT61Z464cUs8sQ\nBCFAXly2ixzRtWaqoA2c+RuOkOkQf3yCECzO5LiZte6Q2WUEtaAMHJdX5eNfxB+eIASbj385THqu\n2+wyglZQBs43206QnusxuwxBEAIsz6Myfc0Bs8sIWkEXOJqmM/Nn0boRhGC14Lc0TmaJeXdmKDVw\nzp49i6YVP/te13UcDkeFFFWRvttxkgNncs0uQxAEk3gUjRlrDppdRlAqNXDee+89Vq5cWeT6ZcuW\nkZCQQOPGjfnjjz8qrLiK8NnGI2aXIAiCyb7afJQspxg0FGilBk5iYiJ//vOfcTovND+nTZvGuHHj\nePbZZ7nllluYNGkSVWX9z+OZTn5PPW92GYIgmMzl1Vi69bjZZQSdUgNn5MiRWCwW/vKXvwCQkpLC\n3//+d2bOnMmECROYP38+p06d4uTJqjGh6tvkE8XuGigIQvD5avNRs0sIOqVuwBYaGsr3339P+/bt\nOXHiBIqicOeddzJkyBDA2L41NjaWbdu2Ub9+/YAUfDW+TT5hdgmCIFQSO49ns/dUDi3rRpldStAo\nc8fPtm3bkpycTN++fTl9+jTJycmFbm/ZsiVpaWkVVmB5OXg2l10nxE6egiBc8PWWYzw7qLXZZQSN\nSxoW3aZNG7Zu3coPP/xAu3btCt22e/duYmJiKqS48rRiR9Xo9hMEIXCWbxfHhUAqs4XjU69ePerV\nq1fk+lWrVlWJwPn1wDmzSxAEoZI5nukU3WoBVGoL58CBA9x1112lPkGNGjWQJKnU+5jNrahsScsw\nuwxBECqhdWKDtoApNXDS09NZvny5/2eHw1FoCPSDDz6Iy+WquOrKSfLRLNyK2D5aEISifj6QbnYJ\nQeOylrZ55plnePfdd/0/L1iwgJ07K//GRhsOiu40QRCK98fh83jEB9KAKDNwNE3zT/x0Op3Mnz+/\n0O2HDx+umMrK0a/iE4wgCCVwelWSj4mNGAOhzJUGbDYba9eu9V/n8RReZbkqtHB2ncgyuwRBECqx\nHcfEMSIQSg2cunXrEh0dzfLly/F4PBw/fpwuXboAxuKd1157bUCKvBrpuW7yPKrZZQiCUImlnssz\nu4SgUOaw6N69ezN9+nSmT5/uv27fvn2Eh4ezc+dObrjhhgot8Gqdzq78gxoEQTDXkXNVb+X7qqjM\nwJk5cyZdu3alV69eyLJMamoqO3bs4NSpU2RkZFCnTp1A1HnFjmWIfS8EQSidaOEERpmB43Q6ady4\nMampqQB07tyZwYMHGw+2WrFYLBVa4NU6Iv6QBEEow4lMJ6qmY5Er95zCqq7MwHn55ZeZNWtWsbfV\nq1ePa6+9lltvvZWnnnqq3IsrDycyRZeaIAil86o6JzKdJMSGm11KtSbpZWxmc+zYMb7++mvatWvH\n+vXrAcjIyGDNmjVs3rzZeBJJQlEUZLny7Vj97Nfb+eJ3sQy5IAilW/Jodzo0qml2GdVamS2chg0b\n8vjjjwPGAAIfXddJT09HkiQsFkulDBuAbJdidgmCIFQBmQ6xA2hFKzMl3G43588X3SVz48aNdOzY\nkZ9//pmaNSvvp4JcETiCIFyCXLc4VlS0Mls4t99+O40aNeLjjz8udH23bt149NFHGTNmDAMGDCAi\nIqLCirwaDo/4IxIEoWxO75XN1zt+/DhWq7VcRuxmZmaybds29u3bx969e/3XN2zY0L/zss/atWv5\nxz/+gcPh4Ouvv6Z27dqX9bsyMjJITk6mRo0atG/fvsT7nT59mqVLlxIdHc19992HJEmcP3+ezMxM\nmjZtelm/s9TA2bVrF6tXr2bJkiXF3v7UU0/x3nvvkZmZWWkDx+UVayQJglA2TbuyY8WoUaO4/fbb\niwSCz5QpU/jXv/5FcnIya9eupX///kRHR/tvf/jhhxk/fjy6rjNw4ECysrKIjIykT58+/uNq69YX\nNonTdZ3XX3+d559/nj//+c+88847REREsHz5cnJyckqsc/Dgwf7fu379em677TYcDgeaptGiRQtW\nrlxJYmJioccsXryYBx98EI/HgyzLpKWl8cwzz/Dss8/y+eefs3fvXuLj41m2bBm33XYbkZGRpb5X\npQZOmzZtSEhIYOrUqdx+++1YrYXvfvz4cU6fPl3qLzCbGOYoFHRj45p0bx4HgK6Dy6Oi6Do2i0S4\n3UrDmmFEh9qIjbBTNyaUhjUDO2opI8/DsQwnaecdHM90ciLTyelsF1lOL7luhUyHlzM5rkv6ICVL\nEGazEBlqJcJuJSLESlyEnchQK+F2K+F2C3arTKhNJirURoTdgs0iY7fKWCQJWZaQ87ce0XQdVdPx\nqBqKquNWVNyKhlfR8Kga2U4vWU4vGQ4v2U4vGQ4PDo9KrkvB4VVRNWNsUohVplZUCLUiQ0iIDad2\ndAhxEXZqR4VSOzqE+MgQ6kSHEhthL7f3NNPh4WSWi9PZLo6cc3Asw0m2y6gz163g8KjYLBID2xbd\n7+tSXLzc18WOHz/O8ePHyczM5J577uGzzz7j/vvvB0BRFL777jsGDRqEw+EgKyuLVatW0b9//xKf\nb+bMmbzyyiv8+OOPhe43c+ZMvv32W2rXrs2ZM2cKPSYsLIxNmzbRpk0bHA4HY8eOxev1snXrViIi\nIhg5ciR9+vThf//7H40bNwaMsBk+fDjdu3dn3rx5hIWF+afHeDwevF4vVquV6dOn89RTT7FixQpu\nvfXWUt+LUgNHkiReeuklxowZwwMPPMCCBQv8oaPrOq+++iqdOnUqdmO2yiIq9JL3mBOqMass8f8G\ntuTPNzdFrsQfQmpG2KkZYee6hpe/qaGq6XhVDQmQZQmbpXIO5Am0GuF2aoTbaV0vuuw7V4CCA6pq\n1qzJunXr/IGzZ88ezpw5Q+/evUlLSwMosqtyQRs2bGD8+PG8+OKLRUJp2bJlHDhwgMTEREaOHEla\nWhqzZ89GlmXi4uKoVasWALNmzSIzM5OdO3f6u8RWrFjBgAED+Otf/8p//vMfjhw5wtixY+natSvf\nf/+9v+VSsNswNjYWt9vNa6+9xtChQ+nXr1+Z70WZR+OkpCRycnL4y1/+wubNm3nuuedo0KABL774\nIsnJyfz444+VdoQaQKitck9MFSpeTJiN6SNuoEeLeNBUvF4vDs2NS3GRp+ThUT1ouoaEhCzJSJKE\npmuomopTceJUnHg0D1L+/6yyFYtsQZZkQiwhyJKMVbYSIodgt9ixyTZsFhs22UaIJQSbbENHx6W4\n8GgevKoXp+JEQ8OrevGoHhRdQdM1FE0hx5ODqhvnE2TJ+G8rxh5DhC2CmJAYaoXXIsQSUuR1WmQJ\ni1y5/969mpd0RzoZ7gyyPdmomoqma3g1LxbJgo6OqqtYJOP91XUdRVNwqRfm02m6hiRJXDyjQ5Zk\ndHRkZP9769WMi0f1oKNjk21ISITbwom2RxNpjyTUEkpMSAyJ0YkVspnkwYMHAbDZbDz22GO88847\nvPrqq9SqVYvjx48THx9PzZo1OXLkCAAJCQmEhoYCxkF9586d/q61+Ph4WrZsyfvvv09sbCyPPfaY\nf/K9JEm0aNECgJiYGNq2bUubNm0K1eJyuXjzzTf58MMPC51/iYqK4v3336dv375kZ2czefJkMjIy\nmD59eondZCdPnqR58+Z4PB6+/PJLbDZbme/FJX38f/LJJ2nVqhVJSUkkJSUBRgqvWLGCnj17XspT\nmMZurbxhKFS8ZrUimD26E03iIyD3DHz5AJakH3A6MrFb7NS11yXUGuo/sFekSHvp/dslcXgdOBQH\nTq+THE8OadlpSJJEmDUMm2yjRmgNIm2RRNmjUDUVSTKC0RdyGhoyMrIkY5NtWGXrZR9Y3aobh9fh\nD0ev6vWHp0Nx+H+2ylZ/yBYUZg0DINwWTlxoHPUizesVUTWVXG8ued48MtwZ5HpySctOQ9EUWtRs\nUSG/s0WLFjRq1IgHHniA1157jXnz5jFp0iSmT59Ojx49sFgsbNy4kbCwMBYtWsRvv/2G3W5n2LBh\nhc6Pt2jRgpSUFL799lseeeQRli5dyvLlyy/5HPqSJUto0qQJd9xxR5HbGjZsSG5uLvv37+f48eMM\nGjSI66+/vtTn83UnPvHEE0ydOrXIaZeLXXJ/06233sr+/fs5dOgQkiTRqlWrSr+sDUCI6FYIWjc1\nj+ODBzsSHWqDk8nwxQjIPoYsydSNqHvpT5RzEnJOgzsbXFmQlw7ODPDkgjsHFBeoHlC9xgUACWQL\nWEPBGmJ8DYkEW7hxCasBoTUgIt74Pjz/azHCbeGE28IhrOxS5Yv+3n0hp+s62Z5sstxZeDSP0YLS\nQUc3WnhoaJqGhoau60YLL7+Vpes6doudEEsIkbZIbBYbESER2C12wqxhFbfFfF46OM+DJ8+4eF2g\na8YFQJJAthoXi+3C++x/ryOMrxexyBZiQmKICYmhfmT9iqm9gD179viPlS1atKB///5Mnz6dJ554\ngvT0dCZMmADAuXPn6NWrF4MGDWLQoEGlPucdd9xB9+7dueuuu3j11Vd58803L6mWr776iokTJxb5\nN9N1nX/84x906dKFDh06ULNmTTZt2oSiKCWGiCRJrFq1irfffpsPP/yQjIwMPvvss1JDp9TAOXz4\nMJMnT2bOnDkAhIeHV4ktCQoKtVf+UBTK3/BOCbx217XGeYxdS2HpI+DNXxF4cjxE1QdvHnidxkWv\nxKMZ7RFGSNkjITQGIuKM+uOvgZqNIbYpxCSUGFhgHBx8B9mAyTsLx7fAmT1w7gBkH4fMI0Z4e/OM\nURtmkC0QEm28l2GxEBoN4XHwf3Ou+CkdDge//vorJ06cAIz5i/v27WPixIns2bOHa665xn/fadOm\n0bp1a0aNGkVKSgrdu3cHYMuWLRw9epSUlBR27drlHzVXq1atQpPufeLi4pgwYQJJSUm89NJLhIeX\nPcDll19+YdSoUYWuS05O5oUXXuDAgQP89NNPyLLMk08+SZcuXXjrrbd47rnn/Pf973//i9PppFOn\nTsydO5f4+HiWLFnC0KFDWbhwIbfccou/F6w4pQbO6dOnmTdvnj9wLk67xx9/nHfeeeeS+u7MUjc6\n1OwShACSJHhmYCvG925mXPHLe7D6ZaDAwU31Gge+qsL3CT/v7JU/hyQbB1h7pNEasEfkB1kE2MON\nVoFsAcli3FfXQPOC4gZXNij5wezOMVpzXgcoHnOD40ppqtFCdWZARqpxXdjVTV5//vnnAaNbytea\nufnmm9m2bRuaptGtWzf/fZs3b86IESOYN28eDRo0ICEhATCWEdu1a5d/CHRUVBSxsbE89dRT9O7d\nG13XSUtLo3bt2pw7d46zZ8/y/PPP07FjR8LCCjd/c3Nziw2gPn36MGHCBHbs2EFqaiopKSmkpqYy\nfvx4PvnkE+LijBGcnTt35u233+avf/0r+/fvZ/jw4WzcuJHJkyfz008/MW7cODIzM6lXrx6hoaF8\n8cUXtGnThjVr1pQaOKWupbZx40Z69OiBohiTJ5966ilatGjBI488YjxYkvjjjz+48cYby/jnMM+S\nrcf4y8Jks8sQAsBukfnXPe24s30DI1SWPwlbPzO7LKEqiGsOEzdf0UN/+uknfv/9dwYPHsx1111X\n6LZVq1YxYMAA/va3v/H666/7rz948CCdOnXi3nvv5cMPPwTghx9+wOPx0KRJE8AYPBATc6FFmpmZ\nSd26df1B0rp1a+69917Gjh1bJFyuvfZaxowZw5NPPlno+ry8PGbPns2iRYvo1asXvXv3pkOHDv6g\nudi6det45513OHv2LFarlQkTJjB8+PBi73vu3DlsNluhOUYXKzNwunfvjsvlwm63M2bMGLZv387v\nv/9uPFiSWLp0KXfeeWeJv8BsW9IyuHvGerPLECpYhN3CRyNvNEaiuXNg4Ug4tMbssoSqomFnGLOq\n3J929+7dTJ48mX/96180bNiw0G0Oh4PQ0NDLGuWbk5OD2+0mIiKiSKumIKfTid1ur3Tn2Ut9pb7m\n4Zo1F/7DzcjIKHSfLVu2VExl5aRBjUs40ypUabERdr74c1cjbHJOwZzbRNgIl8dSMacF2rRpwxdf\nfFEkbMA4J365U0qioqKIj48vNWzAmOhZ2cIGLiFwatSo4Q+c9PR0evXq5b/94uZjZVQrMgRrJZ7o\nJ1yd+jGhfDW+G+0a1oBzB+HjAXB6h9llCVWNLCaIB0KZ73KXLl148803mTZtGnl5eciyzOnTpwkP\nD2fHjh107tw5EHVeMVmWaBQXzqGzYufP6qZZrQjmJ3Whfo0wOLkdPhsGeWfKfqAgXCwkyuwKgkKZ\ngTNr1iymTZtGr169kGWZ1NRUduzYwalTp2jSpEmZE30qg/YJNUTgVDNt60cz7+HOxEWGwJEN8Plw\ncGeZXZZQVdkr5+LD1U2ZO36CMZv0119/pU2bNuWyBHegzduQyovLdpldhlBOOiTU4NOHOxMdZoN9\nP8J/RhnDdgXhSvV7EW6eZHYV1V6ZZ6xcLhetW7emb9++NG7cmGnTpl3xMt5madew5AlxQtXSrWkc\nn43pYoTNriXw5QgRNsLVq9XK7AqCQpn9YS+//DKHDh3ijTfewGq18swzz7Bjxw4++OCDSr1oZ0Gt\n6kZhlSUUrYpNUBMKual5HB+P7mQsyJq80Fg9QL+yTbMEoZDoBmZXEBTKDJyTJ09Sv359nnnmGQDa\ntm3LbbfdRq9evRgxYkSFF1geQm0WrqkTxe6T2WaXIlyhni3imTXqRkJsFtg8F759kkKrBwjC1aiZ\naHYFQaHMJsr58+cLLfQ2cOBA2rRpU+rOcpVRz2tqmV2CcIVubhHPrNH5YfPHxyJshPJljyx1HTqh\n/JQZOE2aNOHkyZPs2GHMbXC5XJw7d44ff/yxwosrT71bisCpiro2jeWjkR0JsVrgt5nw3SRE2Ajl\nqlZLsysIGmUGTq9evdA0jZtvvpnhw4fTu3dvTp8+zddff811113HpEmTePbZZzl37lwg6r1iNzSq\nSbhYObpK6dY0jk/+1JlwuxW2zIcVTyPCRih3jW8yu4KgUeY5nM6dO3P//fejqsbJ2cTERBITE/23\nHzt2DIvFgsPhKHEBuMrAbpXp0iSWNXuvYsVdIWDaNYxh9ugbCbNbYPOn8O0TiLARKkSLW8yuIGiU\nOQ/H6XQiSZJ/y1NN05g9ezbt2rWja9euASmyvHy6PpWXvhHzcSq7FrUjWTiuG7ERdkj+EpaMR4SN\nUCHskfD0YbDaza4kKJTZpTZmzBhefvll/89Tp05l3Lhx9OzZk0GDBlWpwQO3XlsXi1hXrVJrWSeK\nL/7c1QibfT/AsgmIsBEqTJOeImwCqMzA+fHHH/0tGbfbzZtvvsnnn3/Ozp072bNnT5Hd4yqzOtGh\n9Ggeb3YZQgkax4WzYGwX4iNDYP9qYwUBTTG7LKE6a97P7AqCSpmBI0mSf7XoQ4cOcfLkSerVq8c1\n11zDzJkzWbFiBefPn6/wQsvL/3Usuky4YL6GNcNYMCY/bA6szl9BwGV2WUJ1Jlmg5WCzqwgqZQbO\no48+yvvvv88vv/xC69at6dmzJ2vXrgWMXeXcbjcrV66s8ELLyy1t6hAhRqtVKg1rhvHln7vSsGY4\npP0G/xkNqtvssoTqrnl/iK5ndhVB5ZLO4SQmJtKnTx/uuusudu3aRb16xj/SiRMnAOjRo0fFVlmO\nQm0WbrtO/JFVFnWjQ/lirC9sNhpbDHhyzS5LCAY3PmR2BUGnzMBp2LAhe/fu5bXXXmP37t107dqV\nBx98EIDNmzfTrVs3GjVqVOGFlqf7OyeYXYIA1IkO4fOxXUiIDYdjm/LDpuoMQhGqsIja0FwMhw60\nS9qeoCRnz54lNTWVTp06lWdNATHsg/VsPpJR9h2FChETZuPrR7rTrHYknEyGT4eAK9PssoRgcdOT\ncMsrZlcRdK5quedatWpVybABGN+rmdklBK2YMBvzkzobYXNqpwgbIcAkuKHqjK6tTqrG/gIVoF+r\n2iTEhpldRtCJCrEyP6mzsUfRuYOw4B4RNkJgtRoMceIDpxmCNnBkWSLppiZmlxFUIuwW5jzUyQib\n84dg7u2Qc8LssoRgIlmM3T0FUwRt4ADc17mRMe9DqHARdgtzH+5Mp8RYyDwK8+4UYSME3g0jxerQ\nJgrqwAm1WZjYt7nZZVR7NovErNE3GmGTdQw+vR0y08wuSwg29kjo/ZzZVQS1oA4cgAe6NKJRbLjZ\nZVRbkgRv33M93ZvFQ84pmDsYMlLNLksIRjc9AVF1zK4iqAV94FgtMo/2FicQK8orQ9pyZ/sG4Mo2\nBgiIsBHMEJMA3SeaXUXQC/rAAWN9tea1I80uo9p5sn8LRnVLBK/LWBvt1HazSxKCkgRD3gebGJVq\nNhE4GK2cZ29rZXYZ1cq4nk15sv81oKmwOAlSfza7JCFYdX0EmvU1uwoBETh+/VrXodc1tcwuo1pI\n6tGEZwe1Bk0z9rNJWW52SUKwqnMt9H/Z7CqEfCJwCph857WE2cRK0lfj0d7NeOH2NqDrsPwJSP7C\n7JKEYGUNhbtngVVMfagsROAU0CgunP83UIzRv1KTBlzD07e2Mlo230yELfPMLkkIZv1fhjptzK5C\nKEAEzkX+1D2RtvWjzS6jSpEkYzTaxL4tQFXg67Gwdb7ZZQnBrNXt0GW82VUIFxGBcxGLLPH2Pddj\nt4i35lLYLTJThrdndPdEUNzGttA7F5ldlhDMGnQ0utIkyexKhIuIo2oxWteL5i+3XGN2GZVeVIiV\nTx7qxBDfPJvPhsHe78wuSwhmcS3ggUVgF5O5KyMROCUY17MpvVuKUWslqRsdylePdOOm5vkrCHwy\nSAx9FswVVR9Gfg3hsWZXIpTgqjZgq+6ynF7umPoLaecdZpdSqbSpF83Hf7qRejFhcCbFWEEgS6yN\nJpgoPA4e/gHiW5hdiVAK0cIpRUyYjffv7yDO5xQwsG1dFj3SzQibI+thzkARNoK5QmvAg4tF2FQB\n4khahvYJNXhpiBhaKUkwoU9zPhrZkXC7FbZ9DvPuEpunCeYKi4U/LYf6HcyuRLgEVrMLqAoe6NKY\nfady+HTDEbNLMUWoTebde9sz6Lp6xhyb1S/B+vfNLksIduHxMGop1L3O7EqESyTO4VwiXdd57POt\nfLfjpNmlBFStqBBmjbqR9gk1wJlpzLHZ/6PZZQnBrmYToxtNbBVdpYjAuQxuRWXkx7/z++HzZpcS\nEDc0qskHD95AnehQOH8YPr8X0veZXZYQ7BK6wPAFEClGkVY1InAuU5bTy/CPNpByKsfsUirUPTc2\n5LU7ryXEZoHUX4wJnY5zZpclBLv2D8Lt/war3exKhCsgAucKpOe6uffDDRxKzzO7lHIXYpV5Y1g7\nhnZoYFzx+yxY+TfQFHMLE4KbNRQGvQ03jDS7EuEqiMC5QicynYyYtZHUc9Vnjk79mFBmPNjROF/j\nzoXv/59Y7VkwX2xTuOdTqNfO7EqEqyQC5yqczXEzes7v7D6ZbXYpV61bszim3t+B+MgQYxvoz4fD\n2RSzyxKCXbO+cM9cCI0xuxKhHIjAuUrZLi9jP93Eb1V0IIEkwZP9WjCxbwtkWYID/zV26HRmmF2a\nENQkuPkp6PN3kMUeVdWFCJxy4FZUnvpPMt9tr1pDpovMr1n3Fqx9E3TN7NKEYBZVD+6cBs37m12J\nUM5E4JQTXdd5fUUKM9cdMruUS1IrMoRZowvMr/lqNBz6n9llCcGu9RC4Y4pYgLOaEoFTzpZuPc5z\nS3bg8Khml1KiaxtE89HIG2lQI8w4X7PgXkjfa3ZZQjCzhsKtb8CND5ldiVCBROBUgP2nc3h0wRb2\nn8k1u5Qi7mrfgDeHXWfMr0n7Db4cAY50s8sSgln8NTDsYzEKLQiIwKkgDo/C80t28vXW42aX4jex\nb3MmDWhp/LBpDqx4BlSPuUUJwUuywE2PQ6+/gS3U7GqEABCBU8EW/pHGS9/swuU170R8iFXmzWHt\nuKtDA9BUI2j+mGVaPYJA3XYw5H2xynOQEYETAAfO5PLM4u1sPhL4ocY1w23MGnUjNybGGpM5F4+B\nfSsCXocgACDboPczcNNfwCIWqw82InACRNN0Fvx2hLdW7iXHHZhlYprERzDnT51oEh8BmUeNyZxn\ndgXkdwtCEbXbwNCPxLmaICYCJ8BOZ7t4adkuVu46VaG/p1uzOD544AZqhNvhZLIxEi23Yn+nIBTL\nFg49/wrdJ4LFZnY1golE4Jjk1wPpPL90J4crYAHQYTc04I1h7bBZZEj5DhaPBW/1W2hUqAJaDobb\n3iGnX+kAAAeqSURBVIQaCWZXIlQCInBM5FE05m88wgf/O0B6bvmMFpvQpzl/HZg/Em39VFj1olg5\nQAi86IYw6F/QapDZlQiViAicSsDlVfni9zSmr7ny4LHIEpPvvJYRXRoZy9SseFqMRBMCT7JAl3HG\nGmghkWZXI1QyInAqkTy3wkdrD/LxL4fJu4yVCsJsFqaN6EC/1nXA6zRGoqUsr8BKBaEY19wK/V+G\n2q3NrkSopETgVEIZeR7m/HqYT9enku0qfURbTJiNOX/qRMfGNSHvHHwxHI79EaBKBQGoex0M+Ac0\n7WV2JUIlJwKnEstxeVnwWxpzf03lVLaryO21o0KYl9SZVnWjITMN5g+FcwdMqFQIShG1of9LcP0I\nkGWzqxGqABE4VYCianyTfIIP1x5k32ljfbZGseF8ltSFRnHhcCbFCJucEyZXKgQFix26PmIMdQ6J\nMrsaoQoRgVOF6LrOuv3prNp9isf7tqB2dCgc2wwL/g+cVXMDOKEKkW3QfoQRNGKYs3AFROBUZZ48\neK+dWO1ZqFiyDTo8ADdPghqNzK5GqMJE4FR1xzbBT5PF5mlC+ZMscP39xtpnImiEciACp7pI/RVW\nvwzHfje7EqGqs9jh2v8zWjTxzc2uRqhGROBUN4fXwS/vwcGfAPFPK1wGayh0GAk9/x9E1TW7GqEa\nEoFTXZ3dCxumQfKXYpM1oXQRtaDTGOMSEW92NUI1JgKnuss+Cb99AJs+AXe22dUIlUlcC7jpCWg3\nHKx2s6sRgoAInGDhyoZNHxtbS2emmV2NYBbJAi1vgxsfhmZ9QZLMrkgIIiJwgo2uw+G1sO0L2POt\n2LYgWMS1MIY2X3+/OD8jmEYETjDz5Bmhs2U+HPkVMcigmrGGQqvBxrmZxt3NrkYQROAI+TLTYMdX\nsPsbOLnN7GqEKyXboHk/aH0HtLodwmqU+6/QdR1N07BYLOX+3EL1JgJHKCr7JOz/EQ6sNrrfXFlm\nVySUSoIGHeG6e+C6/7uqkWa5ubksWrQIh8PBwIEDadasWaHbMzIyGDBgAFu2bOHzzz9n+PDhV1u8\nEERE4Ail01Q4sdWY33NoDaT9Bqrb7KoEix0Sb4bWt0PLQeVyXmbFihWMHj2as2fPUrt2bVRV5ciR\nI0RERACgaRpdunRB13UiIiJISUlh27Zt1KtXj23btrF48eISn7tt27bcd999V12jULVZzS5AqORk\nCzS80bjc/BSoXjibAqd3w6nt+Zcd4Mwwu9LqzRoGCZ2gUXfjfExCZ7CFldvTHzt2jLvvvhu73c7a\ntWu5/vrrefHFFwt1m/30009s2bKFAwcOULduXZo0acIbb7zBlClTkCSJr776iqysLOLj49m5cycA\nkiQhSRLPPfdcudUqVF2ihSOUj6xjRgid2AJn9hjnhDKPgOOc2ZVVTTGN8oO+E/z/9u4fpJEsgOP4\nL5pssrlclqxZ4bjsRm+PE6+4SkyjYKVFKrG0CaK2FgELmdLOwsJSK7Gz1kasgiJ2YqEQQZErJKvi\nkr+aP17x9jyynJfGvJz6/cCQzPBMXqqvTuaNH2PST39I7Z6mvV08HtfW1pZSqZRisdi/jnEcRysr\nK7q4uJAkzc7OanV1VWdnZ/L5fA/jzs/PFY1Gtbe39+hr4XXiLxw8jXcRs/02XH/8NivlMlL+i3n8\n+qd0lZayF1L+UirdSJVbc8XcbfZ1na5ztUnBiNTxixTukT582zp/l/zvrU0jnU5rc3NTc3Nz/xmI\nVCqlwcFBSea7noGBAS0sLCiTyejTp39u7unxmDBGIpHmThzPDsFBc3l/NFvH58ZjJbNANf9FKt5I\nlaI5hXeXNxculL6aU3elG3PsLmdiVbmVykWzpuguL5VLUrlgjrUiYK52yRsw/xHzh7D09r3kD0n+\nDundRyn4s7n7csevksfX+PWaLJ1OKxwOa3p6uuG4g4MDTUxMaGNjQ5lMRpJ0eHhYFxzgMQQH/y++\noNmeSrViolOrmOe1solYrWz2ywUTskrJLIqtVSR9e6xVzXdYrnazIt/VZta2uL3muccvvQmYU10u\nl9n3+KU3/qebvwX7+/vq7+9XNBptODafz2t3d1eTk5Pq6elRIpHQ8fGx4vG4hZniuSM4eNna3WbD\no4LBoHZ2dlStVhuurVleXlYikXjYX1pa0vb2tpLJZJNniZegrdUTANBao6OjymazWlxcrDteKBQ0\nPDwsx3GUy+WUy+U0NDRUN2ZkZES1Wq3u2N8XFQDf41c/4JXr7u7W2NiYHMdRqVTSzMyM7u/vNT4+\nrpOTE83Pz+v09FTZbFZdXV11Pzs1NSXXdzcAvbq6UiwWU2dnp8VPgeeAy6IB6Pr6WslkUmtra/J6\nvQqFQnK73VpfX1dfX58k6ejoSL29vS2eKZ4zggPgweXlpYrFoiQpFAopEAi0eEZ4SQgOAMAKLhoA\nAFhBcAAAVhAcAIAVBAcAYAXBAQBYQXAAAFYQHACAFQQHAGAFwQEAWEFwAABWEBwAgBUEBwBgBcEB\nAFhBcAAAVhAcAIAVBAcAYAXBAQBYQXAAAFYQHACAFQQHAGAFwQEAWEFwAABWEBwAgBUEBwBgBcEB\nAFhBcAAAVhAcAIAVBAcAYAXBAQBYQXAAAFYQHACAFX8BnjVSdwiy8AYAAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7f2d27fdf710>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"pet_species = pets.groupby(\"Species\").Species.count().sort_values(ascending=False)\n",
"with plt.xkcd():\n",
" pet_species.plot.pie(legend=True)\n",
"pet_species"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable": true,
"editable": true
},
"source": [
"# Seattle has livestock?\n",
"Color me intrigued - what kind of livestock do we have?"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false,
"deletable": true,
"editable": true,
"scrolled": true
},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style>\n",
" .dataframe thead tr:only-child th {\n",
" text-align: right;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: left;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>License Issue Date</th>\n",
" <th>License Number</th>\n",
" <th>Animal's Name</th>\n",
" <th>Species</th>\n",
" <th>Primary Breed</th>\n",
" <th>Secondary Breed</th>\n",
" <th>ZIP Code</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>10633</th>\n",
" <td>June 05 2015</td>\n",
" <td>214413</td>\n",
" <td>Eloise</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98112</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10708</th>\n",
" <td>May 12 2015</td>\n",
" <td>282091</td>\n",
" <td>Holly</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98126</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10709</th>\n",
" <td>May 12 2015</td>\n",
" <td>282092</td>\n",
" <td>Priscilla</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98126</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19643</th>\n",
" <td>July 11 2015</td>\n",
" <td>432423</td>\n",
" <td>Phyllis</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98122</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19644</th>\n",
" <td>July 11 2015</td>\n",
" <td>432424</td>\n",
" <td>Rosie</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98122</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20367</th>\n",
" <td>December 01 2015</td>\n",
" <td>828693</td>\n",
" <td>Pegasis</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98115</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20400</th>\n",
" <td>December 01 2015</td>\n",
" <td>828692</td>\n",
" <td>Amanda</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98115</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20776</th>\n",
" <td>July 31 2015</td>\n",
" <td>443495</td>\n",
" <td>Abelard</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98112</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24112</th>\n",
" <td>October 05 2015</td>\n",
" <td>834015</td>\n",
" <td>Minty</td>\n",
" <td>Livestock</td>\n",
" <td>Standard</td>\n",
" <td></td>\n",
" <td>98177</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24220</th>\n",
" <td>December 01 2015</td>\n",
" <td>903797</td>\n",
" <td>Moppet</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98117</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25077</th>\n",
" <td>October 05 2015</td>\n",
" <td>834013</td>\n",
" <td>Willi</td>\n",
" <td>Livestock</td>\n",
" <td>Standard</td>\n",
" <td></td>\n",
" <td>98177</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26366</th>\n",
" <td>July 31 2015</td>\n",
" <td>443496</td>\n",
" <td>Olive</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98112</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31380</th>\n",
" <td>December 01 2015</td>\n",
" <td>S108127</td>\n",
" <td>Heidi</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98115</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31492</th>\n",
" <td>December 03 2015</td>\n",
" <td>S108368</td>\n",
" <td>Daisy</td>\n",
" <td>Livestock</td>\n",
" <td>Pot-Bellied</td>\n",
" <td></td>\n",
" <td>98103</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31962</th>\n",
" <td>December 15 2015</td>\n",
" <td>S108863</td>\n",
" <td>Jennings</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98103</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32005</th>\n",
" <td>December 15 2015</td>\n",
" <td>S108879</td>\n",
" <td>Brussels Sprout</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98118</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32006</th>\n",
" <td>December 15 2015</td>\n",
" <td>S108877</td>\n",
" <td>Professor Nibblesworth</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98118</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32296</th>\n",
" <td>December 23 2015</td>\n",
" <td>S109629</td>\n",
" <td>Fuzzy Peaches</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98117</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37855</th>\n",
" <td>June 23 2016</td>\n",
" <td>357627</td>\n",
" <td>Basil</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98177</td>\n",
" </tr>\n",
" <tr>\n",
" <th>38450</th>\n",
" <td>June 10 2016</td>\n",
" <td>S116470</td>\n",
" <td>Mojo</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98144</td>\n",
" </tr>\n",
" <tr>\n",
" <th>38465</th>\n",
" <td>June 10 2016</td>\n",
" <td>S116471</td>\n",
" <td>Sojo</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98144</td>\n",
" </tr>\n",
" <tr>\n",
" <th>38805</th>\n",
" <td>January 29 2016</td>\n",
" <td>27867</td>\n",
" <td>Quinto</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98112</td>\n",
" </tr>\n",
" <tr>\n",
" <th>38819</th>\n",
" <td>January 29 2016</td>\n",
" <td>27866</td>\n",
" <td>Tati</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98112</td>\n",
" </tr>\n",
" <tr>\n",
" <th>39109</th>\n",
" <td>April 01 2016</td>\n",
" <td>139975</td>\n",
" <td>Darla</td>\n",
" <td>Livestock</td>\n",
" <td>Pot Bellied</td>\n",
" <td></td>\n",
" <td>98107</td>\n",
" </tr>\n",
" <tr>\n",
" <th>39407</th>\n",
" <td>June 03 2016</td>\n",
" <td>216331</td>\n",
" <td>Groatty</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98118</td>\n",
" </tr>\n",
" <tr>\n",
" <th>39579</th>\n",
" <td>June 03 2016</td>\n",
" <td>216330</td>\n",
" <td>Teddy</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98118</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40325</th>\n",
" <td>February 08 2016</td>\n",
" <td>29983</td>\n",
" <td>Fiona</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98106</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40354</th>\n",
" <td>February 08 2016</td>\n",
" <td>29984</td>\n",
" <td>Sister Bertrille</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98106</td>\n",
" </tr>\n",
" <tr>\n",
" <th>41505</th>\n",
" <td>June 23 2016</td>\n",
" <td>356027</td>\n",
" <td>Molly</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98177</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43993</th>\n",
" <td>February 25 2016</td>\n",
" <td>S112074</td>\n",
" <td>Cinnamon</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98115</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43996</th>\n",
" <td>February 25 2016</td>\n",
" <td>S112075</td>\n",
" <td>Minion</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98115</td>\n",
" </tr>\n",
" <tr>\n",
" <th>46736</th>\n",
" <td>May 19 2016</td>\n",
" <td>S115922</td>\n",
" <td>Mugsy</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98103</td>\n",
" </tr>\n",
" <tr>\n",
" <th>46737</th>\n",
" <td>May 19 2016</td>\n",
" <td>S115923</td>\n",
" <td>Spud</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98103</td>\n",
" </tr>\n",
" <tr>\n",
" <th>47199</th>\n",
" <td>June 07 2016</td>\n",
" <td>S116433</td>\n",
" <td>Atticus</td>\n",
" <td>Livestock</td>\n",
" <td>Pot-Bellied</td>\n",
" <td></td>\n",
" <td>98115</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50514</th>\n",
" <td>September 01 2016</td>\n",
" <td>579507</td>\n",
" <td>Squiggie</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98108</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50526</th>\n",
" <td>September 01 2016</td>\n",
" <td>579506</td>\n",
" <td>Lenny</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98108</td>\n",
" </tr>\n",
" <tr>\n",
" <th>55509</th>\n",
" <td>September 01 2016</td>\n",
" <td>S120602</td>\n",
" <td>Darcy</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98177</td>\n",
" </tr>\n",
" <tr>\n",
" <th>56303</th>\n",
" <td>November 01 2016</td>\n",
" <td>835480</td>\n",
" <td>Nani</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98112</td>\n",
" </tr>\n",
" <tr>\n",
" <th>56325</th>\n",
" <td>August 04 2016</td>\n",
" <td>S119356</td>\n",
" <td>Alley</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98117</td>\n",
" </tr>\n",
" <tr>\n",
" <th>57146</th>\n",
" <td>September 01 2016</td>\n",
" <td>S120601</td>\n",
" <td>Sassy</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98177</td>\n",
" </tr>\n",
" <tr>\n",
" <th>57404</th>\n",
" <td>October 16 2016</td>\n",
" <td>731834</td>\n",
" <td>Millie</td>\n",
" <td>Livestock</td>\n",
" <td>Pot-Bellied</td>\n",
" <td></td>\n",
" <td>98115</td>\n",
" </tr>\n",
" <tr>\n",
" <th>59187</th>\n",
" <td>August 04 2016</td>\n",
" <td>S119357</td>\n",
" <td>Roxy</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98117</td>\n",
" </tr>\n",
" <tr>\n",
" <th>59327</th>\n",
" <td>August 09 2016</td>\n",
" <td>S119404</td>\n",
" <td>Spice</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98105</td>\n",
" </tr>\n",
" <tr>\n",
" <th>59328</th>\n",
" <td>August 09 2016</td>\n",
" <td>S119405</td>\n",
" <td>Sugar</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98105</td>\n",
" </tr>\n",
" <tr>\n",
" <th>60799</th>\n",
" <td>September 20 2016</td>\n",
" <td>S121306</td>\n",
" <td>Heidi</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98115</td>\n",
" </tr>\n",
" <tr>\n",
" <th>60800</th>\n",
" <td>September 20 2016</td>\n",
" <td>S121307</td>\n",
" <td>Truffle</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98115</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64192</th>\n",
" <td>November 28 2016</td>\n",
" <td>903797</td>\n",
" <td>Moppet</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98117</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64937</th>\n",
" <td>December 13 2016</td>\n",
" <td>S108368</td>\n",
" <td>Daisy</td>\n",
" <td>Livestock</td>\n",
" <td>Pot-Bellied</td>\n",
" <td></td>\n",
" <td>98103</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64993</th>\n",
" <td>November 28 2016</td>\n",
" <td>S109629</td>\n",
" <td>Fuzzy Peaches</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98117</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65927</th>\n",
" <td>December 27 2016</td>\n",
" <td>S125006</td>\n",
" <td>Arya</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98133</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65930</th>\n",
" <td>December 27 2016</td>\n",
" <td>S125009</td>\n",
" <td>Junebug</td>\n",
" <td>Livestock</td>\n",
" <td>Miniature</td>\n",
" <td></td>\n",
" <td>98133</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" License Issue Date License Number Animal's Name Species \\\n",
"10633 June 05 2015 214413 Eloise Livestock \n",
"10708 May 12 2015 282091 Holly Livestock \n",
"10709 May 12 2015 282092 Priscilla Livestock \n",
"19643 July 11 2015 432423 Phyllis Livestock \n",
"19644 July 11 2015 432424 Rosie Livestock \n",
"20367 December 01 2015 828693 Pegasis Livestock \n",
"20400 December 01 2015 828692 Amanda Livestock \n",
"20776 July 31 2015 443495 Abelard Livestock \n",
"24112 October 05 2015 834015 Minty Livestock \n",
"24220 December 01 2015 903797 Moppet Livestock \n",
"25077 October 05 2015 834013 Willi Livestock \n",
"26366 July 31 2015 443496 Olive Livestock \n",
"31380 December 01 2015 S108127 Heidi Livestock \n",
"31492 December 03 2015 S108368 Daisy Livestock \n",
"31962 December 15 2015 S108863 Jennings Livestock \n",
"32005 December 15 2015 S108879 Brussels Sprout Livestock \n",
"32006 December 15 2015 S108877 Professor Nibblesworth Livestock \n",
"32296 December 23 2015 S109629 Fuzzy Peaches Livestock \n",
"37855 June 23 2016 357627 Basil Livestock \n",
"38450 June 10 2016 S116470 Mojo Livestock \n",
"38465 June 10 2016 S116471 Sojo Livestock \n",
"38805 January 29 2016 27867 Quinto Livestock \n",
"38819 January 29 2016 27866 Tati Livestock \n",
"39109 April 01 2016 139975 Darla Livestock \n",
"39407 June 03 2016 216331 Groatty Livestock \n",
"39579 June 03 2016 216330 Teddy Livestock \n",
"40325 February 08 2016 29983 Fiona Livestock \n",
"40354 February 08 2016 29984 Sister Bertrille Livestock \n",
"41505 June 23 2016 356027 Molly Livestock \n",
"43993 February 25 2016 S112074 Cinnamon Livestock \n",
"43996 February 25 2016 S112075 Minion Livestock \n",
"46736 May 19 2016 S115922 Mugsy Livestock \n",
"46737 May 19 2016 S115923 Spud Livestock \n",
"47199 June 07 2016 S116433 Atticus Livestock \n",
"50514 September 01 2016 579507 Squiggie Livestock \n",
"50526 September 01 2016 579506 Lenny Livestock \n",
"55509 September 01 2016 S120602 Darcy Livestock \n",
"56303 November 01 2016 835480 Nani Livestock \n",
"56325 August 04 2016 S119356 Alley Livestock \n",
"57146 September 01 2016 S120601 Sassy Livestock \n",
"57404 October 16 2016 731834 Millie Livestock \n",
"59187 August 04 2016 S119357 Roxy Livestock \n",
"59327 August 09 2016 S119404 Spice Livestock \n",
"59328 August 09 2016 S119405 Sugar Livestock \n",
"60799 September 20 2016 S121306 Heidi Livestock \n",
"60800 September 20 2016 S121307 Truffle Livestock \n",
"64192 November 28 2016 903797 Moppet Livestock \n",
"64937 December 13 2016 S108368 Daisy Livestock \n",
"64993 November 28 2016 S109629 Fuzzy Peaches Livestock \n",
"65927 December 27 2016 S125006 Arya Livestock \n",
"65930 December 27 2016 S125009 Junebug Livestock \n",
"\n",
" Primary Breed Secondary Breed ZIP Code \n",
"10633 Miniature 98112 \n",
"10708 Miniature 98126 \n",
"10709 Miniature 98126 \n",
"19643 Miniature 98122 \n",
"19644 Miniature 98122 \n",
"20367 Miniature 98115 \n",
"20400 Miniature 98115 \n",
"20776 Miniature 98112 \n",
"24112 Standard 98177 \n",
"24220 Miniature 98117 \n",
"25077 Standard 98177 \n",
"26366 Miniature 98112 \n",
"31380 Miniature 98115 \n",
"31492 Pot-Bellied 98103 \n",
"31962 Miniature 98103 \n",
"32005 Miniature 98118 \n",
"32006 Miniature 98118 \n",
"32296 Miniature 98117 \n",
"37855 Miniature 98177 \n",
"38450 Miniature 98144 \n",
"38465 Miniature 98144 \n",
"38805 Miniature 98112 \n",
"38819 Miniature 98112 \n",
"39109 Pot Bellied 98107 \n",
"39407 Miniature 98118 \n",
"39579 Miniature 98118 \n",
"40325 Miniature 98106 \n",
"40354 Miniature 98106 \n",
"41505 Miniature 98177 \n",
"43993 Miniature 98115 \n",
"43996 Miniature 98115 \n",
"46736 Miniature 98103 \n",
"46737 Miniature 98103 \n",
"47199 Pot-Bellied 98115 \n",
"50514 Miniature 98108 \n",
"50526 Miniature 98108 \n",
"55509 Miniature 98177 \n",
"56303 Miniature 98112 \n",
"56325 Miniature 98117 \n",
"57146 Miniature 98177 \n",
"57404 Pot-Bellied 98115 \n",
"59187 Miniature 98117 \n",
"59327 Miniature 98105 \n",
"59328 Miniature 98105 \n",
"60799 Miniature 98115 \n",
"60800 Miniature 98115 \n",
"64192 Miniature 98117 \n",
"64937 Pot-Bellied 98103 \n",
"64993 Miniature 98117 \n",
"65927 Miniature 98133 \n",
"65930 Miniature 98133 "
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"pets[pets.Species == \"Livestock\"]"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable": true,
"editable": true
},
"source": [
"![](http://potbellypigs.com/wordpress1/wp-content/uploads/2015/03/pig17.jpg)\n",
"Cute!\n",
"\n",
"Image credit of http://potbellypigs.com/wordpress1/"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable": true,
"editable": true
},
"source": [
"# Seattlites are dog afficionados\n",
"apparently"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false,
"deletable": true,
"editable": true
},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style>\n",
" .dataframe thead tr:only-child th {\n",
" text-align: right;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: left;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>License Issue Date</th>\n",
" <th>License Number</th>\n",
" <th>Animal's Name</th>\n",
" <th>Species</th>\n",
" <th>Primary Breed</th>\n",
" <th>Secondary Breed</th>\n",
" <th>ZIP Code</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>March 29 2005</td>\n",
" <td>130651</td>\n",
" <td>Ozzy</td>\n",
" <td>Dog</td>\n",
" <td>Dachshund, Standard Smooth Haired</td>\n",
" <td></td>\n",
" <td>98104</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>December 23 2009</td>\n",
" <td>898148</td>\n",
" <td>Jack</td>\n",
" <td>Dog</td>\n",
" <td>Schnauzer, Miniature</td>\n",
" <td>Terrier, Rat</td>\n",
" <td>98107</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>January 20 2006</td>\n",
" <td>29654</td>\n",
" <td>Ginger</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Golden</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td>98117</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>August 04 2006</td>\n",
" <td>729899</td>\n",
" <td>Addy</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Golden</td>\n",
" <td></td>\n",
" <td>98105</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>July 24 2007</td>\n",
" <td>437433</td>\n",
" <td>Rustie</td>\n",
" <td>Dog</td>\n",
" <td>Dachshund, Standard Smooth Haired</td>\n",
" <td></td>\n",
" <td>98108</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>December 06 2006</td>\n",
" <td>959078</td>\n",
" <td>Lady</td>\n",
" <td>Dog</td>\n",
" <td>Doberman Pinscher</td>\n",
" <td></td>\n",
" <td>98104</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>January 31 2008</td>\n",
" <td>26600</td>\n",
" <td>Sampson</td>\n",
" <td>Dog</td>\n",
" <td>Shepherd</td>\n",
" <td>Siberian Husky</td>\n",
" <td>98106</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>March 20 2008</td>\n",
" <td>135598</td>\n",
" <td>Buddy</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td>Mix</td>\n",
" <td>98133</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>March 25 2008</td>\n",
" <td>29617</td>\n",
" <td>Hitler</td>\n",
" <td>Dog</td>\n",
" <td>Terrier, American Pit Bull</td>\n",
" <td></td>\n",
" <td>98108</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>March 31 2008</td>\n",
" <td>135493</td>\n",
" <td>Oscar</td>\n",
" <td>Dog</td>\n",
" <td>Dachshund, Miniature Smooth Haired</td>\n",
" <td></td>\n",
" <td>98104</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>April 17 2008</td>\n",
" <td>209891</td>\n",
" <td>Liame</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td></td>\n",
" <td>98126</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>December 01 2008</td>\n",
" <td>957147</td>\n",
" <td>Finigan</td>\n",
" <td>Dog</td>\n",
" <td>Spaniel, Irish Water</td>\n",
" <td></td>\n",
" <td>98107</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>November 12 2008</td>\n",
" <td>900555</td>\n",
" <td>Emily</td>\n",
" <td>Dog</td>\n",
" <td>Terrier, Boston</td>\n",
" <td></td>\n",
" <td>98107</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>January 28 2009</td>\n",
" <td>25208</td>\n",
" <td>Holly</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td></td>\n",
" <td>98103</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>March 28 2008</td>\n",
" <td>137471</td>\n",
" <td>Romeo</td>\n",
" <td>Dog</td>\n",
" <td>Terrier, Yorkshire</td>\n",
" <td></td>\n",
" <td>98136</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>July 16 2009</td>\n",
" <td>438986</td>\n",
" <td>Franklin Tucker</td>\n",
" <td>Dog</td>\n",
" <td>Pug</td>\n",
" <td></td>\n",
" <td>98106</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>December 22 2009</td>\n",
" <td>960651</td>\n",
" <td>Shelby</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td>Shepherd</td>\n",
" <td>98115</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>January 11 2010</td>\n",
" <td>24477</td>\n",
" <td>Calvin</td>\n",
" <td>Dog</td>\n",
" <td>Terrier</td>\n",
" <td>Mix</td>\n",
" <td>98125</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>February 19 2010</td>\n",
" <td>80391</td>\n",
" <td>Zoey</td>\n",
" <td>Dog</td>\n",
" <td>Chihuahua, Short Coat</td>\n",
" <td>Pomeranian</td>\n",
" <td>98126</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>March 18 2010</td>\n",
" <td>132643</td>\n",
" <td>Nugget</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Golden</td>\n",
" <td></td>\n",
" <td>98104</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>June 05 2010</td>\n",
" <td>355942</td>\n",
" <td>Big Guy</td>\n",
" <td>Dog</td>\n",
" <td>Chihuahua, Short Coat</td>\n",
" <td></td>\n",
" <td>98146</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>June 15 2010</td>\n",
" <td>355953</td>\n",
" <td>Akaiya</td>\n",
" <td>Dog</td>\n",
" <td>Terrier, American Staffordshire</td>\n",
" <td></td>\n",
" <td>98036</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>October 14 2010</td>\n",
" <td>728265</td>\n",
" <td>Petey</td>\n",
" <td>Dog</td>\n",
" <td>Terrier, American Pit Bull</td>\n",
" <td>Mix</td>\n",
" <td>98109</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>April 22 2010</td>\n",
" <td>281115</td>\n",
" <td>Kane</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td></td>\n",
" <td>98136</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>December 27 2007</td>\n",
" <td>956693</td>\n",
" <td>Tyson</td>\n",
" <td>Dog</td>\n",
" <td>Terrier, American Pit Bull</td>\n",
" <td></td>\n",
" <td>98117</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>March 05 2010</td>\n",
" <td>141134</td>\n",
" <td>Shelby</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td>Mix</td>\n",
" <td>98133</td>\n",
" </tr>\n",
" <tr>\n",
" <th>30</th>\n",
" <td>February 04 2011</td>\n",
" <td>81017</td>\n",
" <td>Buttercup</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td></td>\n",
" <td>98119</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31</th>\n",
" <td>March 29 2011</td>\n",
" <td>141222</td>\n",
" <td>Jenkey</td>\n",
" <td>Dog</td>\n",
" <td>Australian Cattle Dog</td>\n",
" <td>Mix</td>\n",
" <td>98106</td>\n",
" </tr>\n",
" <tr>\n",
" <th>33</th>\n",
" <td>April 29 2011</td>\n",
" <td>213304</td>\n",
" <td>Velvet</td>\n",
" <td>Dog</td>\n",
" <td>Akita</td>\n",
" <td>Newfoundland</td>\n",
" <td>98106</td>\n",
" </tr>\n",
" <tr>\n",
" <th>34</th>\n",
" <td>May 04 2011</td>\n",
" <td>280072</td>\n",
" <td>Mulan</td>\n",
" <td>Dog</td>\n",
" <td>Australian Shepherd</td>\n",
" <td></td>\n",
" <td>98133</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65992</th>\n",
" <td>December 29 2016</td>\n",
" <td>S125220</td>\n",
" <td>Louie</td>\n",
" <td>Dog</td>\n",
" <td>Poodle, Miniature</td>\n",
" <td>Retriever, Golden</td>\n",
" <td>98101</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65993</th>\n",
" <td>December 29 2016</td>\n",
" <td>S125206</td>\n",
" <td>Roo</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td></td>\n",
" <td>98106</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65995</th>\n",
" <td>December 29 2016</td>\n",
" <td>S125264</td>\n",
" <td>Echo</td>\n",
" <td>Dog</td>\n",
" <td>Australian Cattle Dog</td>\n",
" <td></td>\n",
" <td>98122</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65998</th>\n",
" <td>December 29 2016</td>\n",
" <td>S125258</td>\n",
" <td>Missy</td>\n",
" <td>Dog</td>\n",
" <td>Shepherd</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td>98103</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66000</th>\n",
" <td>December 29 2016</td>\n",
" <td>S125207</td>\n",
" <td>Cody</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td>Basset Hound</td>\n",
" <td>98133</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66002</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125997</td>\n",
" <td>Gracie</td>\n",
" <td>Dog</td>\n",
" <td>Bernese Mountain Dog</td>\n",
" <td>Mix</td>\n",
" <td>98117</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66003</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125998</td>\n",
" <td>Charlotte</td>\n",
" <td>Dog</td>\n",
" <td>Shih Tzu</td>\n",
" <td>Mix</td>\n",
" <td>98115</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66004</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125754</td>\n",
" <td>Prince</td>\n",
" <td>Dog</td>\n",
" <td>Hound</td>\n",
" <td>Mix</td>\n",
" <td>98109</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66005</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125756</td>\n",
" <td>Ruby</td>\n",
" <td>Dog</td>\n",
" <td>Shepherd</td>\n",
" <td>Mix</td>\n",
" <td>98108</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66007</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125182</td>\n",
" <td>Meena</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td>Mix</td>\n",
" <td>98107</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66009</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125248</td>\n",
" <td>Sousa</td>\n",
" <td>Dog</td>\n",
" <td>Terrier, Boston</td>\n",
" <td></td>\n",
" <td>98117</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66010</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125215</td>\n",
" <td>Dot</td>\n",
" <td>Dog</td>\n",
" <td>Bichon Frise</td>\n",
" <td></td>\n",
" <td>98122</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66011</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125208</td>\n",
" <td>Milo</td>\n",
" <td>Dog</td>\n",
" <td>Border Collie</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td>98101</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66012</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125211</td>\n",
" <td>Tesla</td>\n",
" <td>Dog</td>\n",
" <td>Miniature Pinscher</td>\n",
" <td>Mix</td>\n",
" <td>98144</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66013</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125247</td>\n",
" <td>Hemi</td>\n",
" <td>Dog</td>\n",
" <td>Whippet</td>\n",
" <td></td>\n",
" <td>98102</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66014</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125226</td>\n",
" <td>Loki</td>\n",
" <td>Dog</td>\n",
" <td>Siberian Husky</td>\n",
" <td>Alaskan Malamute</td>\n",
" <td>98199</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66015</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125227</td>\n",
" <td>Lykos</td>\n",
" <td>Dog</td>\n",
" <td>Siberian Husky</td>\n",
" <td></td>\n",
" <td>98199</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66016</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125203</td>\n",
" <td>Buddy</td>\n",
" <td>Dog</td>\n",
" <td>Terrier, Russell</td>\n",
" <td></td>\n",
" <td>98177</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66018</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125221</td>\n",
" <td>Benjamón</td>\n",
" <td>Dog</td>\n",
" <td>Terrier</td>\n",
" <td>Chihuahua, Short Coat</td>\n",
" <td>98109</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66019</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125222</td>\n",
" <td>Katy</td>\n",
" <td>Dog</td>\n",
" <td>Australian Shepherd</td>\n",
" <td>Border Collie</td>\n",
" <td>98109</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66020</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125245</td>\n",
" <td>Geordie</td>\n",
" <td>Dog</td>\n",
" <td>Portuguese Water Dog</td>\n",
" <td></td>\n",
" <td>98105</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66022</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125231</td>\n",
" <td>Juno</td>\n",
" <td>Dog</td>\n",
" <td>Shepherd</td>\n",
" <td></td>\n",
" <td>98144</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66024</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125223</td>\n",
" <td>Rose</td>\n",
" <td>Dog</td>\n",
" <td>Australian Shepherd, Miniature</td>\n",
" <td></td>\n",
" <td>98102</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66025</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125252</td>\n",
" <td>Piper</td>\n",
" <td>Dog</td>\n",
" <td>Mastiff</td>\n",
" <td>Cane Corso</td>\n",
" <td>98115</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66026</th>\n",
" <td>December 11 2016</td>\n",
" <td>S125185</td>\n",
" <td>Boomer</td>\n",
" <td>Dog</td>\n",
" <td>Poodle, Standard</td>\n",
" <td>Mix</td>\n",
" <td>98118</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66031</th>\n",
" <td>December 22 2016</td>\n",
" <td>S125187</td>\n",
" <td>Bonita</td>\n",
" <td>Dog</td>\n",
" <td>Beagle</td>\n",
" <td>Mix</td>\n",
" <td>98104</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66038</th>\n",
" <td>November 29 2016</td>\n",
" <td>S101613</td>\n",
" <td>Ellie</td>\n",
" <td>Dog</td>\n",
" <td>German Shepherd</td>\n",
" <td>Mix</td>\n",
" <td>98105</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66039</th>\n",
" <td>December 05 2016</td>\n",
" <td>S101614</td>\n",
" <td>Sammy</td>\n",
" <td>Dog</td>\n",
" <td>Terrier</td>\n",
" <td>Maltese</td>\n",
" <td>98105</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66040</th>\n",
" <td>December 06 2016</td>\n",
" <td>S101615</td>\n",
" <td>Buddy</td>\n",
" <td>Dog</td>\n",
" <td>Bullmastiff</td>\n",
" <td>Mix</td>\n",
" <td>98105</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66041</th>\n",
" <td>December 07 2016</td>\n",
" <td>S118134</td>\n",
" <td>Aku</td>\n",
" <td>Dog</td>\n",
" <td>Chihuahua, Short Coat</td>\n",
" <td>Terrier</td>\n",
" <td>98106</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>42803 rows × 7 columns</p>\n",
"</div>"
],
"text/plain": [
" License Issue Date License Number Animal's Name Species \\\n",
"0 March 29 2005 130651 Ozzy Dog \n",
"1 December 23 2009 898148 Jack Dog \n",
"2 January 20 2006 29654 Ginger Dog \n",
"4 August 04 2006 729899 Addy Dog \n",
"5 July 24 2007 437433 Rustie Dog \n",
"6 December 06 2006 959078 Lady Dog \n",
"9 January 31 2008 26600 Sampson Dog \n",
"10 March 20 2008 135598 Buddy Dog \n",
"11 March 25 2008 29617 Hitler Dog \n",
"12 March 31 2008 135493 Oscar Dog \n",
"13 April 17 2008 209891 Liame Dog \n",
"15 December 01 2008 957147 Finigan Dog \n",
"16 November 12 2008 900555 Emily Dog \n",
"17 January 28 2009 25208 Holly Dog \n",
"18 March 28 2008 137471 Romeo Dog \n",
"19 July 16 2009 438986 Franklin Tucker Dog \n",
"20 December 22 2009 960651 Shelby Dog \n",
"21 January 11 2010 24477 Calvin Dog \n",
"22 February 19 2010 80391 Zoey Dog \n",
"23 March 18 2010 132643 Nugget Dog \n",
"24 June 05 2010 355942 Big Guy Dog \n",
"25 June 15 2010 355953 Akaiya Dog \n",
"26 October 14 2010 728265 Petey Dog \n",
"27 April 22 2010 281115 Kane Dog \n",
"28 December 27 2007 956693 Tyson Dog \n",
"29 March 05 2010 141134 Shelby Dog \n",
"30 February 04 2011 81017 Buttercup Dog \n",
"31 March 29 2011 141222 Jenkey Dog \n",
"33 April 29 2011 213304 Velvet Dog \n",
"34 May 04 2011 280072 Mulan Dog \n",
"... ... ... ... ... \n",
"65992 December 29 2016 S125220 Louie Dog \n",
"65993 December 29 2016 S125206 Roo Dog \n",
"65995 December 29 2016 S125264 Echo Dog \n",
"65998 December 29 2016 S125258 Missy Dog \n",
"66000 December 29 2016 S125207 Cody Dog \n",
"66002 December 30 2016 S125997 Gracie Dog \n",
"66003 December 30 2016 S125998 Charlotte Dog \n",
"66004 December 30 2016 S125754 Prince Dog \n",
"66005 December 30 2016 S125756 Ruby Dog \n",
"66007 December 30 2016 S125182 Meena Dog \n",
"66009 December 30 2016 S125248 Sousa Dog \n",
"66010 December 30 2016 S125215 Dot Dog \n",
"66011 December 30 2016 S125208 Milo Dog \n",
"66012 December 30 2016 S125211 Tesla Dog \n",
"66013 December 30 2016 S125247 Hemi Dog \n",
"66014 December 30 2016 S125226 Loki Dog \n",
"66015 December 30 2016 S125227 Lykos Dog \n",
"66016 December 30 2016 S125203 Buddy Dog \n",
"66018 December 30 2016 S125221 Benjamón Dog \n",
"66019 December 30 2016 S125222 Katy Dog \n",
"66020 December 30 2016 S125245 Geordie Dog \n",
"66022 December 30 2016 S125231 Juno Dog \n",
"66024 December 30 2016 S125223 Rose Dog \n",
"66025 December 30 2016 S125252 Piper Dog \n",
"66026 December 11 2016 S125185 Boomer Dog \n",
"66031 December 22 2016 S125187 Bonita Dog \n",
"66038 November 29 2016 S101613 Ellie Dog \n",
"66039 December 05 2016 S101614 Sammy Dog \n",
"66040 December 06 2016 S101615 Buddy Dog \n",
"66041 December 07 2016 S118134 Aku Dog \n",
"\n",
" Primary Breed Secondary Breed ZIP Code \n",
"0 Dachshund, Standard Smooth Haired 98104 \n",
"1 Schnauzer, Miniature Terrier, Rat 98107 \n",
"2 Retriever, Golden Retriever, Labrador 98117 \n",
"4 Retriever, Golden 98105 \n",
"5 Dachshund, Standard Smooth Haired 98108 \n",
"6 Doberman Pinscher 98104 \n",
"9 Shepherd Siberian Husky 98106 \n",
"10 Retriever, Labrador Mix 98133 \n",
"11 Terrier, American Pit Bull 98108 \n",
"12 Dachshund, Miniature Smooth Haired 98104 \n",
"13 Retriever, Labrador 98126 \n",
"15 Spaniel, Irish Water 98107 \n",
"16 Terrier, Boston 98107 \n",
"17 Retriever, Labrador 98103 \n",
"18 Terrier, Yorkshire 98136 \n",
"19 Pug 98106 \n",
"20 Retriever, Labrador Shepherd 98115 \n",
"21 Terrier Mix 98125 \n",
"22 Chihuahua, Short Coat Pomeranian 98126 \n",
"23 Retriever, Golden 98104 \n",
"24 Chihuahua, Short Coat 98146 \n",
"25 Terrier, American Staffordshire 98036 \n",
"26 Terrier, American Pit Bull Mix 98109 \n",
"27 Retriever, Labrador 98136 \n",
"28 Terrier, American Pit Bull 98117 \n",
"29 Retriever, Labrador Mix 98133 \n",
"30 Retriever, Labrador 98119 \n",
"31 Australian Cattle Dog Mix 98106 \n",
"33 Akita Newfoundland 98106 \n",
"34 Australian Shepherd 98133 \n",
"... ... ... ... \n",
"65992 Poodle, Miniature Retriever, Golden 98101 \n",
"65993 Retriever, Labrador 98106 \n",
"65995 Australian Cattle Dog 98122 \n",
"65998 Shepherd Retriever, Labrador 98103 \n",
"66000 Retriever, Labrador Basset Hound 98133 \n",
"66002 Bernese Mountain Dog Mix 98117 \n",
"66003 Shih Tzu Mix 98115 \n",
"66004 Hound Mix 98109 \n",
"66005 Shepherd Mix 98108 \n",
"66007 Retriever, Labrador Mix 98107 \n",
"66009 Terrier, Boston 98117 \n",
"66010 Bichon Frise 98122 \n",
"66011 Border Collie Retriever, Labrador 98101 \n",
"66012 Miniature Pinscher Mix 98144 \n",
"66013 Whippet 98102 \n",
"66014 Siberian Husky Alaskan Malamute 98199 \n",
"66015 Siberian Husky 98199 \n",
"66016 Terrier, Russell 98177 \n",
"66018 Terrier Chihuahua, Short Coat 98109 \n",
"66019 Australian Shepherd Border Collie 98109 \n",
"66020 Portuguese Water Dog 98105 \n",
"66022 Shepherd 98144 \n",
"66024 Australian Shepherd, Miniature 98102 \n",
"66025 Mastiff Cane Corso 98115 \n",
"66026 Poodle, Standard Mix 98118 \n",
"66031 Beagle Mix 98104 \n",
"66038 German Shepherd Mix 98105 \n",
"66039 Terrier Maltese 98105 \n",
"66040 Bullmastiff Mix 98105 \n",
"66041 Chihuahua, Short Coat Terrier 98106 \n",
"\n",
"[42803 rows x 7 columns]"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dogs = pets[pets.Species == \"Dog\"]\n",
"dogs"
]
},
{
"cell_type": "code",
"execution_count": 64,
"metadata": {
"collapsed": false,
"deletable": true,
"editable": true
},
"outputs": [],
"source": [
"dog_breeds = dogs.groupby(\"Primary Breed\")[\"Primary Breed\"].count().sort_values(ascending=False)\n",
"\n",
"top_n = 10\n",
"top_dog_breeds = dog_breeds[:top_n]"
]
},
{
"cell_type": "code",
"execution_count": 92,
"metadata": {
"collapsed": false,
"deletable": true,
"editable": true
},
"outputs": [
{
"data": {
"text/plain": [
"Primary Breed\n",
"Retriever, Labrador 6323\n",
"Retriever, Golden 2311\n",
"Chihuahua, Short Coat 2115\n",
"German Shepherd 1250\n",
"Australian Shepherd 1178\n",
"Terrier 1108\n",
"Border Collie 980\n",
"Terrier, American Pit Bull 957\n",
"Poodle, Miniature 924\n",
"Shih Tzu 822\n",
"Name: Primary Breed, dtype: int64"
]
},
"execution_count": 92,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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SiqnmOzpVbXdoEJ0gCD2hFjeV0J2BOByONo8zxrjvkaaV6ARB6Ai1uKmErgwk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\nc/EYjAAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7f2d27fdfda0>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"with plt.xkcd():\n",
" top_dog_breeds.plot.bar()\n",
"top_dog_breeds"
]
},
{
"cell_type": "code",
"execution_count": 66,
"metadata": {
"collapsed": false,
"deletable": true,
"editable": true
},
"outputs": [
{
"data": {
"text/plain": [
"Animal's Name\n",
"Lucy 412\n",
"Charlie 346\n",
"Bella 335\n",
"Daisy 256\n",
"Buddy 255\n",
"Name: Animal's Name, dtype: int64"
]
},
"execution_count": 66,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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++ip77bVXlwrar18/wPzAdczmvudsXoYZRAUECSlaSGhVSdHio/Vt3/l8eyZP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\nQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7f2d275662b0>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"dog_names = dogs.groupby(\"Animal's Name\")[\"Animal's Name\"].count().sort_values(ascending=False)\n",
"\n",
"n_names = 5\n",
"top_dog_names = dog_names[:n_names]\n",
"with plt.xkcd():\n",
" top_dog_names.plot.bar()\n",
"top_dog_names"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable": true,
"editable": true
},
"source": [
"# This is all fine and dandy, but where can I find the corgis?\n",
"(I need more of them in my life)\n",
"![](https://upload.wikimedia.org/wikipedia/commons/thumb/f/fb/Welchcorgipembroke.JPG/1024px-Welchcorgipembroke.JPG)\n",
"Image courtesy of Wikipedia's page on [Welsh Corgis](https://en.wikipedia.org/wiki/Welsh_Corgi)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"collapsed": false,
"deletable": true,
"editable": true
},
"outputs": [],
"source": [
"is_primary_breed_corgi = dogs[\"Primary Breed\"].str.contains(\"corgi\", case=False)\n",
"is_secondary_breed_corgi = dogs[\"Secondary Breed\"].str.contains(\"corgi\", case=False)\n",
"\n",
"corgis = dogs[is_primary_breed_corgi | is_secondary_breed_corgi]"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"collapsed": false,
"deletable": true,
"editable": true,
"scrolled": true
},
"outputs": [
{
"data": {
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" <td>Dachshund, Standard Smooth Haired</td>\n",
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" <td>98119</td>\n",
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" <td>April 12 2014</td>\n",
" <td>895160</td>\n",
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" <td>Kirby</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
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" <td>98126</td>\n",
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" <th>629</th>\n",
" <td>April 18 2014</td>\n",
" <td>79632</td>\n",
" <td>Monty</td>\n",
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" <td>Welsh Corgi, Pembroke</td>\n",
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" <td>Pablo</td>\n",
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" <td>Shetland Sheepdog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
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" <th>993</th>\n",
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" <td>83918</td>\n",
" <td>Henry</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td></td>\n",
" <td>98122</td>\n",
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" <tr>\n",
" <th>1048</th>\n",
" <td>August 26 2014</td>\n",
" <td>200113</td>\n",
" <td>Keegan</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td></td>\n",
" <td>98119</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1435</th>\n",
" <td>November 16 2014</td>\n",
" <td>899692</td>\n",
" <td>Nigel</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98199</td>\n",
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" <tr>\n",
" <th>1795</th>\n",
" <td>December 12 2014</td>\n",
" <td>957450</td>\n",
" <td>Lilly</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
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" <td>98117</td>\n",
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" <th>2122</th>\n",
" <td>November 19 2014</td>\n",
" <td>902161</td>\n",
" <td>Winky</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
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" <td>98178</td>\n",
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" <th>2150</th>\n",
" <td>December 12 2014</td>\n",
" <td>958643</td>\n",
" <td>Mickey</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>98119</td>\n",
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" <tr>\n",
" <th>2176</th>\n",
" <td>December 23 2014</td>\n",
" <td>28664</td>\n",
" <td>Madison</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>Dachshund, Standard Smooth Haired</td>\n",
" <td>98112</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2242</th>\n",
" <td>November 09 2014</td>\n",
" <td>899157</td>\n",
" <td>Susie</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td></td>\n",
" <td>98107</td>\n",
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" <th>2278</th>\n",
" <td>November 24 2014</td>\n",
" <td>959331</td>\n",
" <td>Ruby</td>\n",
" <td>Dog</td>\n",
" <td>Border Collie</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>98177</td>\n",
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" <th>2358</th>\n",
" <td>December 08 2014</td>\n",
" <td>728542</td>\n",
" <td>Radar</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98117</td>\n",
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" <th>2545</th>\n",
" <td>November 12 2014</td>\n",
" <td>27027</td>\n",
" <td>Minerva</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td></td>\n",
" <td>98119</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2603</th>\n",
" <td>July 26 2014</td>\n",
" <td>729452</td>\n",
" <td>Kruton</td>\n",
" <td>Dog</td>\n",
" <td>Chihuahua, Short Coat</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>98103</td>\n",
" </tr>\n",
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" <th>2634</th>\n",
" <td>December 19 2014</td>\n",
" <td>960579</td>\n",
" <td>Hank</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98119</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2879</th>\n",
" <td>November 12 2014</td>\n",
" <td>904778</td>\n",
" <td>Compton</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>Siberian Husky</td>\n",
" <td>98102</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2902</th>\n",
" <td>November 12 2014</td>\n",
" <td>904764</td>\n",
" <td>Spooky</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98109</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2904</th>\n",
" <td>November 13 2014</td>\n",
" <td>904667</td>\n",
" <td>Winnie</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td></td>\n",
" <td>98103</td>\n",
" </tr>\n",
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" <th>2906</th>\n",
" <td>November 13 2014</td>\n",
" <td>904646</td>\n",
" <td>Buddy</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>German Shepherd</td>\n",
" <td>98199</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2957</th>\n",
" <td>December 01 2014</td>\n",
" <td>904954</td>\n",
" <td>Ollie</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98122</td>\n",
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" <th>3168</th>\n",
" <td>December 05 2014</td>\n",
" <td>960629</td>\n",
" <td>Lollie</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98119</td>\n",
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" <th>3199</th>\n",
" <td>December 16 2014</td>\n",
" <td>961230</td>\n",
" <td>Bruce Wayne</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>Mix</td>\n",
" <td>98118</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3340</th>\n",
" <td>December 05 2014</td>\n",
" <td>961166</td>\n",
" <td>Harris</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98119</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3415</th>\n",
" <td>July 18 2014</td>\n",
" <td>80699</td>\n",
" <td>Sunny</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>Mix</td>\n",
" <td>98125</td>\n",
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" <td>...</td>\n",
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" <tr>\n",
" <th>64253</th>\n",
" <td>November 29 2016</td>\n",
" <td>833350</td>\n",
" <td>Annie</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98125</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64291</th>\n",
" <td>December 27 2016</td>\n",
" <td>961041</td>\n",
" <td>Zoe</td>\n",
" <td>Dog</td>\n",
" <td>Spaniel, American Cocker</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>98136</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64318</th>\n",
" <td>November 22 2016</td>\n",
" <td>731053</td>\n",
" <td>Belle</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98103</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64372</th>\n",
" <td>November 22 2016</td>\n",
" <td>904646</td>\n",
" <td>Buddy</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>German Shepherd</td>\n",
" <td>98199</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64394</th>\n",
" <td>November 29 2016</td>\n",
" <td>904954</td>\n",
" <td>Ollie</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98122</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64734</th>\n",
" <td>November 22 2016</td>\n",
" <td>903450</td>\n",
" <td>Sisko</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98122</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64750</th>\n",
" <td>November 29 2016</td>\n",
" <td>904902</td>\n",
" <td>Miso</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98122</td>\n",
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" <tr>\n",
" <th>64836</th>\n",
" <td>December 20 2016</td>\n",
" <td>P1007022</td>\n",
" <td>Worm</td>\n",
" <td>Dog</td>\n",
" <td>Basset Hound</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>98122</td>\n",
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" <th>64837</th>\n",
" <td>December 20 2016</td>\n",
" <td>S125038</td>\n",
" <td>Worm</td>\n",
" <td>Dog</td>\n",
" <td>Basset Hound</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>98122</td>\n",
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" <tr>\n",
" <th>64844</th>\n",
" <td>December 12 2016</td>\n",
" <td>955514</td>\n",
" <td>Peeve</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98133</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64865</th>\n",
" <td>December 14 2016</td>\n",
" <td>961238</td>\n",
" <td>Penny</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>German Shepherd</td>\n",
" <td>98103</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64881</th>\n",
" <td>December 06 2016</td>\n",
" <td>S105318</td>\n",
" <td>Marie</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98101</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64939</th>\n",
" <td>December 12 2016</td>\n",
" <td>S107904</td>\n",
" <td>Lewis</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>98117</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64960</th>\n",
" <td>December 30 2016</td>\n",
" <td>S125238</td>\n",
" <td>Pippa</td>\n",
" <td>Dog</td>\n",
" <td>Chihuahua, Short Coat</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>98118</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65027</th>\n",
" <td>November 28 2016</td>\n",
" <td>S112576</td>\n",
" <td>Jolene</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98121</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65044</th>\n",
" <td>December 13 2016</td>\n",
" <td>S115641</td>\n",
" <td>Frankie</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98103</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65065</th>\n",
" <td>December 13 2016</td>\n",
" <td>S116724</td>\n",
" <td>Finn</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td></td>\n",
" <td>98121</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65242</th>\n",
" <td>November 22 2016</td>\n",
" <td>S124762</td>\n",
" <td>Chantilly</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98116</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65268</th>\n",
" <td>November 23 2016</td>\n",
" <td>S125348</td>\n",
" <td>Link</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98103</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65342</th>\n",
" <td>November 29 2016</td>\n",
" <td>S125357</td>\n",
" <td>Riley</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td></td>\n",
" <td>98116</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65367</th>\n",
" <td>November 30 2016</td>\n",
" <td>S125673</td>\n",
" <td>Bella</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>Australian Cattle Dog</td>\n",
" <td>98119</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65394</th>\n",
" <td>December 01 2016</td>\n",
" <td>S125716</td>\n",
" <td>Missy</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98121</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65415</th>\n",
" <td>December 02 2016</td>\n",
" <td>S125648</td>\n",
" <td>Smudge</td>\n",
" <td>Dog</td>\n",
" <td>Chihuahua, Short Coat</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td>98102</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65420</th>\n",
" <td>December 02 2016</td>\n",
" <td>S125701</td>\n",
" <td>Ozzie (Oswald)</td>\n",
" <td>Dog</td>\n",
" <td>Terrier, Australian</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td>98118</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65433</th>\n",
" <td>December 03 2016</td>\n",
" <td>S122887</td>\n",
" <td>Ollie</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td>Mix</td>\n",
" <td>98112</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65572</th>\n",
" <td>December 08 2016</td>\n",
" <td>S125960</td>\n",
" <td>Fancy</td>\n",
" <td>Dog</td>\n",
" <td>Basenji</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td>98108</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65750</th>\n",
" <td>December 17 2016</td>\n",
" <td>S124351</td>\n",
" <td>Captain</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td>Mix</td>\n",
" <td>98199</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65844</th>\n",
" <td>December 21 2016</td>\n",
" <td>S125030</td>\n",
" <td>Vin</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98112</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65911</th>\n",
" <td>December 27 2016</td>\n",
" <td>S125102</td>\n",
" <td>Bernadette</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98103</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65916</th>\n",
" <td>December 27 2016</td>\n",
" <td>S125018</td>\n",
" <td>Kam</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td></td>\n",
" <td>98125</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>781 rows × 7 columns</p>\n",
"</div>"
],
"text/plain": [
" License Issue Date License Number Animal's Name Species \\\n",
"81 May 07 2013 139280 Happy Dog \n",
"179 August 09 2013 358774 Goldie Dog \n",
"273 May 07 2013 139280 Happy Dog \n",
"371 August 09 2013 358774 Goldie Dog \n",
"432 April 12 2014 895160 Pippen Dog \n",
"597 June 16 2014 729178 Kirby Dog \n",
"629 April 18 2014 79632 Monty Dog \n",
"770 May 25 2014 280463 Pablo Dog \n",
"993 November 05 2014 83918 Henry Dog \n",
"1048 August 26 2014 200113 Keegan Dog \n",
"1435 November 16 2014 899692 Nigel Dog \n",
"1795 December 12 2014 957450 Lilly Dog \n",
"2122 November 19 2014 902161 Winky Dog \n",
"2150 December 12 2014 958643 Mickey Dog \n",
"2176 December 23 2014 28664 Madison Dog \n",
"2242 November 09 2014 899157 Susie Dog \n",
"2278 November 24 2014 959331 Ruby Dog \n",
"2358 December 08 2014 728542 Radar Dog \n",
"2545 November 12 2014 27027 Minerva Dog \n",
"2603 July 26 2014 729452 Kruton Dog \n",
"2634 December 19 2014 960579 Hank Dog \n",
"2879 November 12 2014 904778 Compton Dog \n",
"2902 November 12 2014 904764 Spooky Dog \n",
"2904 November 13 2014 904667 Winnie Dog \n",
"2906 November 13 2014 904646 Buddy Dog \n",
"2957 December 01 2014 904954 Ollie Dog \n",
"3168 December 05 2014 960629 Lollie Dog \n",
"3199 December 16 2014 961230 Bruce Wayne Dog \n",
"3340 December 05 2014 961166 Harris Dog \n",
"3415 July 18 2014 80699 Sunny Dog \n",
"... ... ... ... ... \n",
"64253 November 29 2016 833350 Annie Dog \n",
"64291 December 27 2016 961041 Zoe Dog \n",
"64318 November 22 2016 731053 Belle Dog \n",
"64372 November 22 2016 904646 Buddy Dog \n",
"64394 November 29 2016 904954 Ollie Dog \n",
"64734 November 22 2016 903450 Sisko Dog \n",
"64750 November 29 2016 904902 Miso Dog \n",
"64836 December 20 2016 P1007022 Worm Dog \n",
"64837 December 20 2016 S125038 Worm Dog \n",
"64844 December 12 2016 955514 Peeve Dog \n",
"64865 December 14 2016 961238 Penny Dog \n",
"64881 December 06 2016 S105318 Marie Dog \n",
"64939 December 12 2016 S107904 Lewis Dog \n",
"64960 December 30 2016 S125238 Pippa Dog \n",
"65027 November 28 2016 S112576 Jolene Dog \n",
"65044 December 13 2016 S115641 Frankie Dog \n",
"65065 December 13 2016 S116724 Finn Dog \n",
"65242 November 22 2016 S124762 Chantilly Dog \n",
"65268 November 23 2016 S125348 Link Dog \n",
"65342 November 29 2016 S125357 Riley Dog \n",
"65367 November 30 2016 S125673 Bella Dog \n",
"65394 December 01 2016 S125716 Missy Dog \n",
"65415 December 02 2016 S125648 Smudge Dog \n",
"65420 December 02 2016 S125701 Ozzie (Oswald) Dog \n",
"65433 December 03 2016 S122887 Ollie Dog \n",
"65572 December 08 2016 S125960 Fancy Dog \n",
"65750 December 17 2016 S124351 Captain Dog \n",
"65844 December 21 2016 S125030 Vin Dog \n",
"65911 December 27 2016 S125102 Bernadette Dog \n",
"65916 December 27 2016 S125018 Kam Dog \n",
"\n",
" Primary Breed Secondary Breed \\\n",
"81 Welsh Corgi, Pembroke \n",
"179 Dachshund, Standard Smooth Haired Welsh Corgi, Cardigan \n",
"273 Welsh Corgi, Pembroke \n",
"371 Dachshund, Standard Smooth Haired Welsh Corgi, Cardigan \n",
"432 Welsh Corgi, Cardigan \n",
"597 Welsh Corgi, Pembroke \n",
"629 Welsh Corgi, Pembroke \n",
"770 Shetland Sheepdog Welsh Corgi, Cardigan \n",
"993 Welsh Corgi, Cardigan \n",
"1048 Welsh Corgi, Cardigan \n",
"1435 Welsh Corgi, Pembroke \n",
"1795 Welsh Corgi, Pembroke \n",
"2122 Welsh Corgi, Pembroke \n",
"2150 Retriever, Labrador Welsh Corgi, Cardigan \n",
"2176 Welsh Corgi, Cardigan Dachshund, Standard Smooth Haired \n",
"2242 Welsh Corgi, Cardigan \n",
"2278 Border Collie Welsh Corgi, Cardigan \n",
"2358 Welsh Corgi, Pembroke \n",
"2545 Welsh Corgi, Cardigan \n",
"2603 Chihuahua, Short Coat Welsh Corgi, Cardigan \n",
"2634 Welsh Corgi, Pembroke \n",
"2879 Welsh Corgi, Cardigan Siberian Husky \n",
"2902 Welsh Corgi, Pembroke \n",
"2904 Welsh Corgi, Cardigan \n",
"2906 Welsh Corgi, Cardigan German Shepherd \n",
"2957 Welsh Corgi, Pembroke \n",
"3168 Welsh Corgi, Pembroke \n",
"3199 Welsh Corgi, Cardigan Mix \n",
"3340 Welsh Corgi, Pembroke \n",
"3415 Welsh Corgi, Cardigan Mix \n",
"... ... ... \n",
"64253 Welsh Corgi, Pembroke \n",
"64291 Spaniel, American Cocker Welsh Corgi, Cardigan \n",
"64318 Welsh Corgi, Pembroke \n",
"64372 Welsh Corgi, Cardigan German Shepherd \n",
"64394 Welsh Corgi, Pembroke \n",
"64734 Welsh Corgi, Pembroke \n",
"64750 Welsh Corgi, Pembroke \n",
"64836 Basset Hound Welsh Corgi, Cardigan \n",
"64837 Basset Hound Welsh Corgi, Cardigan \n",
"64844 Welsh Corgi, Pembroke \n",
"64865 Welsh Corgi, Cardigan German Shepherd \n",
"64881 Welsh Corgi, Pembroke \n",
"64939 Welsh Corgi, Cardigan Welsh Corgi, Cardigan \n",
"64960 Chihuahua, Short Coat Welsh Corgi, Cardigan \n",
"65027 Welsh Corgi, Pembroke \n",
"65044 Welsh Corgi, Pembroke \n",
"65065 Welsh Corgi, Cardigan \n",
"65242 Welsh Corgi, Pembroke \n",
"65268 Welsh Corgi, Pembroke \n",
"65342 Welsh Corgi, Cardigan \n",
"65367 Welsh Corgi, Cardigan Australian Cattle Dog \n",
"65394 Welsh Corgi, Pembroke \n",
"65415 Chihuahua, Short Coat Welsh Corgi, Pembroke \n",
"65420 Terrier, Australian Welsh Corgi, Pembroke \n",
"65433 Welsh Corgi, Pembroke Mix \n",
"65572 Basenji Welsh Corgi, Pembroke \n",
"65750 Welsh Corgi, Pembroke Mix \n",
"65844 Welsh Corgi, Pembroke \n",
"65911 Welsh Corgi, Pembroke \n",
"65916 Welsh Corgi, Cardigan \n",
"\n",
" ZIP Code \n",
"81 98199 \n",
"179 98119 \n",
"273 98199 \n",
"371 98119 \n",
"432 98102 \n",
"597 98126 \n",
"629 98118 \n",
"770 98105 \n",
"993 98122 \n",
"1048 98119 \n",
"1435 98199 \n",
"1795 98117 \n",
"2122 98178 \n",
"2150 98119 \n",
"2176 98112 \n",
"2242 98107 \n",
"2278 98177 \n",
"2358 98117 \n",
"2545 98119 \n",
"2603 98103 \n",
"2634 98119 \n",
"2879 98102 \n",
"2902 98109 \n",
"2904 98103 \n",
"2906 98199 \n",
"2957 98122 \n",
"3168 98119 \n",
"3199 98118 \n",
"3340 98119 \n",
"3415 98125 \n",
"... ... \n",
"64253 98125 \n",
"64291 98136 \n",
"64318 98103 \n",
"64372 98199 \n",
"64394 98122 \n",
"64734 98122 \n",
"64750 98122 \n",
"64836 98122 \n",
"64837 98122 \n",
"64844 98133 \n",
"64865 98103 \n",
"64881 98101 \n",
"64939 98117 \n",
"64960 98118 \n",
"65027 98121 \n",
"65044 98103 \n",
"65065 98121 \n",
"65242 98116 \n",
"65268 98103 \n",
"65342 98116 \n",
"65367 98119 \n",
"65394 98121 \n",
"65415 98102 \n",
"65420 98118 \n",
"65433 98112 \n",
"65572 98108 \n",
"65750 98199 \n",
"65844 98112 \n",
"65911 98103 \n",
"65916 98125 \n",
"\n",
"[781 rows x 7 columns]"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"corgis"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Wait, there are duplicate license numbers in here"
]
},
{
"cell_type": "code",
"execution_count": 78,
"metadata": {
"collapsed": false,
"deletable": true,
"editable": true,
"scrolled": true
},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style>\n",
" .dataframe thead tr:only-child th {\n",
" text-align: right;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: left;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>License Issue Date</th>\n",
" <th>License Number</th>\n",
" <th>Animal's Name</th>\n",
" <th>Species</th>\n",
" <th>Primary Breed</th>\n",
" <th>Secondary Breed</th>\n",
" <th>ZIP Code</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>273</th>\n",
" <td>May 07 2013</td>\n",
" <td>139280</td>\n",
" <td>Happy</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98199</td>\n",
" </tr>\n",
" <tr>\n",
" <th>371</th>\n",
" <td>August 09 2013</td>\n",
" <td>358774</td>\n",
" <td>Goldie</td>\n",
" <td>Dog</td>\n",
" <td>Dachshund, Standard Smooth Haired</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>98119</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22626</th>\n",
" <td>November 13 2015</td>\n",
" <td>959833</td>\n",
" <td>Soozy</td>\n",
" <td>Dog</td>\n",
" <td>Terrier, Welsh</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td>98122</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22627</th>\n",
" <td>November 13 2015</td>\n",
" <td>959833</td>\n",
" <td>Soozy</td>\n",
" <td>Dog</td>\n",
" <td>Terrier, Welsh</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td>98122</td>\n",
" </tr>\n",
" <tr>\n",
" <th>63364</th>\n",
" <td>December 01 2016</td>\n",
" <td>576810</td>\n",
" <td>Buddy</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td></td>\n",
" <td>98119</td>\n",
" </tr>\n",
" <tr>\n",
" <th>63366</th>\n",
" <td>December 09 2016</td>\n",
" <td>957128</td>\n",
" <td>Eyowyn</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98102</td>\n",
" </tr>\n",
" <tr>\n",
" <th>63383</th>\n",
" <td>December 20 2016</td>\n",
" <td>956437</td>\n",
" <td>Princess</td>\n",
" <td>Dog</td>\n",
" <td>Beagle</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>98125</td>\n",
" </tr>\n",
" <tr>\n",
" <th>63384</th>\n",
" <td>December 20 2016</td>\n",
" <td>956437</td>\n",
" <td>Princess</td>\n",
" <td>Dog</td>\n",
" <td>Beagle</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>98125</td>\n",
" </tr>\n",
" <tr>\n",
" <th>63817</th>\n",
" <td>December 30 2016</td>\n",
" <td>958643</td>\n",
" <td>Mickey</td>\n",
" <td>Dog</td>\n",
" <td>Retriever, Labrador</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>98119</td>\n",
" </tr>\n",
" <tr>\n",
" <th>63878</th>\n",
" <td>November 29 2016</td>\n",
" <td>899157</td>\n",
" <td>Susie</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td></td>\n",
" <td>98107</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64013</th>\n",
" <td>November 23 2016</td>\n",
" <td>903188</td>\n",
" <td>Barney</td>\n",
" <td>Dog</td>\n",
" <td>Basset Hound</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>98199</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64291</th>\n",
" <td>December 27 2016</td>\n",
" <td>961041</td>\n",
" <td>Zoe</td>\n",
" <td>Dog</td>\n",
" <td>Spaniel, American Cocker</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>98136</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64372</th>\n",
" <td>November 22 2016</td>\n",
" <td>904646</td>\n",
" <td>Buddy</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>German Shepherd</td>\n",
" <td>98199</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64394</th>\n",
" <td>November 29 2016</td>\n",
" <td>904954</td>\n",
" <td>Ollie</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98122</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64734</th>\n",
" <td>November 22 2016</td>\n",
" <td>903450</td>\n",
" <td>Sisko</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98122</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64750</th>\n",
" <td>November 29 2016</td>\n",
" <td>904902</td>\n",
" <td>Miso</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98122</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64844</th>\n",
" <td>December 12 2016</td>\n",
" <td>955514</td>\n",
" <td>Peeve</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98133</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64865</th>\n",
" <td>December 14 2016</td>\n",
" <td>961238</td>\n",
" <td>Penny</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td>German Shepherd</td>\n",
" <td>98103</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65044</th>\n",
" <td>December 13 2016</td>\n",
" <td>S115641</td>\n",
" <td>Frankie</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Pembroke</td>\n",
" <td></td>\n",
" <td>98103</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65065</th>\n",
" <td>December 13 2016</td>\n",
" <td>S116724</td>\n",
" <td>Finn</td>\n",
" <td>Dog</td>\n",
" <td>Welsh Corgi, Cardigan</td>\n",
" <td></td>\n",
" <td>98121</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" License Issue Date License Number Animal's Name Species \\\n",
"273 May 07 2013 139280 Happy Dog \n",
"371 August 09 2013 358774 Goldie Dog \n",
"22626 November 13 2015 959833 Soozy Dog \n",
"22627 November 13 2015 959833 Soozy Dog \n",
"63364 December 01 2016 576810 Buddy Dog \n",
"63366 December 09 2016 957128 Eyowyn Dog \n",
"63383 December 20 2016 956437 Princess Dog \n",
"63384 December 20 2016 956437 Princess Dog \n",
"63817 December 30 2016 958643 Mickey Dog \n",
"63878 November 29 2016 899157 Susie Dog \n",
"64013 November 23 2016 903188 Barney Dog \n",
"64291 December 27 2016 961041 Zoe Dog \n",
"64372 November 22 2016 904646 Buddy Dog \n",
"64394 November 29 2016 904954 Ollie Dog \n",
"64734 November 22 2016 903450 Sisko Dog \n",
"64750 November 29 2016 904902 Miso Dog \n",
"64844 December 12 2016 955514 Peeve Dog \n",
"64865 December 14 2016 961238 Penny Dog \n",
"65044 December 13 2016 S115641 Frankie Dog \n",
"65065 December 13 2016 S116724 Finn Dog \n",
"\n",
" Primary Breed Secondary Breed ZIP Code \n",
"273 Welsh Corgi, Pembroke 98199 \n",
"371 Dachshund, Standard Smooth Haired Welsh Corgi, Cardigan 98119 \n",
"22626 Terrier, Welsh Welsh Corgi, Pembroke 98122 \n",
"22627 Terrier, Welsh Welsh Corgi, Pembroke 98122 \n",
"63364 Welsh Corgi, Cardigan 98119 \n",
"63366 Welsh Corgi, Pembroke 98102 \n",
"63383 Beagle Welsh Corgi, Cardigan 98125 \n",
"63384 Beagle Welsh Corgi, Cardigan 98125 \n",
"63817 Retriever, Labrador Welsh Corgi, Cardigan 98119 \n",
"63878 Welsh Corgi, Cardigan 98107 \n",
"64013 Basset Hound Welsh Corgi, Cardigan 98199 \n",
"64291 Spaniel, American Cocker Welsh Corgi, Cardigan 98136 \n",
"64372 Welsh Corgi, Cardigan German Shepherd 98199 \n",
"64394 Welsh Corgi, Pembroke 98122 \n",
"64734 Welsh Corgi, Pembroke 98122 \n",
"64750 Welsh Corgi, Pembroke 98122 \n",
"64844 Welsh Corgi, Pembroke 98133 \n",
"64865 Welsh Corgi, Cardigan German Shepherd 98103 \n",
"65044 Welsh Corgi, Pembroke 98103 \n",
"65065 Welsh Corgi, Cardigan 98121 "
]
},
"execution_count": 78,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"corgis[corgis.duplicated(subset=[\"License Number\"])]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"At this point, I contacted the dataset owner to make sure they were aware of the fact that duplicate entries exist."
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {
"collapsed": false,
"deletable": true,
"editable": true
},
"outputs": [],
"source": [
"import folium\n",
"import requests\n",
"\n",
"SEATTLE_COORDINATES = (47.63, -122.27)\n",
"DEFAULT_ZOOM = 10\n",
"# Thank you, SeattleIO, for providing this!\n",
"ZIPCODE_GEO_URL = (\n",
" \"https://raw.githubusercontent.com/seattleio/seattle-boundaries-data/master/data/zip-codes.geojson\"\n",
")\n",
"ZIPCODE_GEO_TEXT = requests.get(ZIPCODE_GEO_URL).text\n",
"\n",
"def plot_data_by_zipcode(data,\n",
" location=SEATTLE_COORDINATES,\n",
" zoom_start=DEFAULT_ZOOM,\n",
" geo_str=ZIPCODE_GEO_TEXT, \n",
" key_on=\"feature.properties.ZCTA5CE10\",\n",
" fill_color=\"PuBuGn\",\n",
" **kwargs):\n",
" \"\"\"Plot data on a choropleth map\n",
" \n",
" With the exception of map_coordinates and default_zoom, all arguments\n",
" in this function are passed to folium.Map.choropleth. map_coordinates\n",
" and default_zoom arguments are passed in as parameters to the folium.Map\n",
" constructor.\n",
" \n",
" Args:\n",
" data - data to pass into the choropleth map. Corresponds to the\n",
" data argument passed into folium.Map.choropleth and is usually\n",
" a pandas DataFrame or Series.\n",
" **kwargs - Additional arguments to pass to folium.Map.choropleth\n",
" \n",
" Returns:\n",
" A folium.Map instance containing a choropleth of mapped data\n",
" \"\"\" \n",
" map_ = folium.Map(location=location, zoom_start=zoom_start)\n",
"\n",
" map_.choropleth(\n",
" geo_str=geo_str,\n",
" data=data,\n",
" key_on=key_on,\n",
" fill_color=fill_color,\n",
" **kwargs,\n",
" )\n",
" \n",
" return map_"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {
"collapsed": false,
"deletable": true,
"editable": true
},
"outputs": [
{
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        .tickSize(1)
        .tickValues([0.17000000000000004, 14.279999999999999, 28.390000000000001, 42.5, 56.609999999999999, 70.719999999999999, 84.829999999999998]);

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        .text('Seattle Corgi Population by Zipcode');
</script>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
],
"text/plain": [
"<folium.folium.Map at 0x7f2d2cc5b630>"
]
},
"execution_count": 36,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"corgi_count_by_zipcode = corgis.groupby(\"ZIP Code\")[\"ZIP Code\"].count().sort_values(ascending=False)\n",
"\n",
"plot_data_by_zipcode(data=corgi_count_by_zipcode, legend_name=\"Seattle Corgi Population by Zipcode\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Is that any different than the distribution of all dogs?"
]
},
{
"cell_type": "code",
"execution_count": 47,
"metadata": {
"collapsed": false,
"deletable": true,
"editable": true
},
"outputs": [
{
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    color_map_3e4a0bb7b77b40b89584803542e697e0.x = d3.scale.linear()
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              .range([0, 400]);

    color_map_3e4a0bb7b77b40b89584803542e697e0.legend = L.control({position: 'topright'});
    color_map_3e4a0bb7b77b40b89584803542e697e0.legend.onAdd = function (map) {var div = L.DomUtil.create('div', 'legend'); return div};
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        .scale(color_map_3e4a0bb7b77b40b89584803542e697e0.x)
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],
"text/plain": [
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]
},
"execution_count": 47,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dogs_by_zipcode = dogs.groupby(\"ZIP Code\")[\"ZIP Code\"].count().sort_values(ascending=False)\n",
"\n",
"plot_data_by_zipcode(dogs_by_zipcode, legend_name=\"Dog Count by Zipcode\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Where do the cool cats live?"
]
},
{
"cell_type": "code",
"execution_count": 93,
"metadata": {
"collapsed": false,
"scrolled": false
},
"outputs": [
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    color_map_e544c6d4767349b482caa74355bc5b20.x = d3.scale.linear()
              .domain([-20.7, 2192.7])
              .range([0, 400]);

    color_map_e544c6d4767349b482caa74355bc5b20.legend = L.control({position: 'topright'});
    color_map_e544c6d4767349b482caa74355bc5b20.legend.onAdd = function (map) {var div = L.DomUtil.create('div', 'legend'); return div};
    color_map_e544c6d4767349b482caa74355bc5b20.legend.addTo(map_59146d1377cc46719c89e5ac6058e4e1);

    color_map_e544c6d4767349b482caa74355bc5b20.xAxis = d3.svg.axis()
        .scale(color_map_e544c6d4767349b482caa74355bc5b20.x)
        .orient("top")
        .tickSize(1)
        .tickValues([-20.699999999999999, 348.19999999999993, 717.0999999999998, 1085.9999999999998, 1454.8999999999996, 1823.7999999999997, 2192.6999999999998]);

    color_map_e544c6d4767349b482caa74355bc5b20.svg = d3.select(".legend.leaflet-control").append("svg")
        .attr("id", 'legend')
        .attr("width", 450)
        .attr("height", 40);

    color_map_e544c6d4767349b482caa74355bc5b20.g = color_map_e544c6d4767349b482caa74355bc5b20.svg.append("g")
        .attr("class", "key")
        .attr("transform", "translate(25,16)");

    color_map_e544c6d4767349b482caa74355bc5b20.g.selectAll("rect")
        .data(color_map_e544c6d4767349b482caa74355bc5b20.color.range().map(function(d, i) {
          return {
            x0: i ? color_map_e544c6d4767349b482caa74355bc5b20.x(color_map_e544c6d4767349b482caa74355bc5b20.color.domain()[i - 1]) : color_map_e544c6d4767349b482caa74355bc5b20.x.range()[0],
            x1: i < color_map_e544c6d4767349b482caa74355bc5b20.color.domain().length ? color_map_e544c6d4767349b482caa74355bc5b20.x(color_map_e544c6d4767349b482caa74355bc5b20.color.domain()[i]) : color_map_e544c6d4767349b482caa74355bc5b20.x.range()[1],
            z: d
          };
        }))
      .enter().append("rect")
        .attr("height", 10)
        .attr("x", function(d) { return d.x0; })
        .attr("width", function(d) { return d.x1 - d.x0; })
        .style("fill", function(d) { return d.z; });

    color_map_e544c6d4767349b482caa74355bc5b20.g.call(color_map_e544c6d4767349b482caa74355bc5b20.xAxis).append("text")
        .attr("class", "caption")
        .attr("y", 21)
        .text('Cat Count by Zipcode');
</script>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
],
"text/plain": [
"<folium.folium.Map at 0x7f2d2c727668>"
]
},
"execution_count": 93,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cats = pets[pets.Species == \"Cat\"]\n",
"\n",
"cats_by_zipcode = cats.groupby(\"ZIP Code\")[\"ZIP Code\"].count()\n",
"\n",
"plot_data_by_zipcode(data=cats_by_zipcode, legend_name=\"Cat Count by Zipcode\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Conclusion - go to Green Lake"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.5.2"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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