explorSmok.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "data = pd.read_csv('data/PA__Percentage_of_Cigarette_Smoking_Among_Adults_Map.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Priority Area Number',\n",
       " 'Priority Area',\n",
       " 'Focus Area Number',\n",
       " 'Focus Area',\n",
       " 'Indicator Number',\n",
       " 'Indicator',\n",
       " 'County Name',\n",
       " 'Event Count/Rate',\n",
       " 'Average Number of Denominator/Rate',\n",
       " 'Percentage/Rate/Ratio',\n",
       " '95% CI',\n",
       " 'Data Comments',\n",
       " 'Measure Unit',\n",
       " 'Quartile',\n",
       " 'Mapping Distribution',\n",
       " 'Data Years',\n",
       " 'Data Sources',\n",
       " 'New York State Baseline',\n",
       " '2017 Objective',\n",
       " 'Objective Region',\n",
       " 'Location']"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "list(data.columns.values)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "subData = data[list([data.columns[6], data.columns[9], data.columns[10], data.columns[-1]])]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>County Name</th>\n",
       "      <th>Percentage/Rate/Ratio</th>\n",
       "      <th>95% CI</th>\n",
       "      <th>Location</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Albany</td>\n",
       "      <td>17.0</td>\n",
       "      <td>(12.8-21.1)</td>\n",
       "      <td>(42.678066, -73.814233)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Allegany</td>\n",
       "      <td>24.6</td>\n",
       "      <td>(19.3-29.9)</td>\n",
       "      <td>(42.226801, -78.020567)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Broome</td>\n",
       "      <td>20.3</td>\n",
       "      <td>(15.4-25.1)</td>\n",
       "      <td>(42.122015, -75.933191)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Cattaraugus</td>\n",
       "      <td>23.5</td>\n",
       "      <td>(19.2-27.8)</td>\n",
       "      <td>(42.224267, -78.606673)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Cayuga</td>\n",
       "      <td>22.1</td>\n",
       "      <td>(17.4-26.8)</td>\n",
       "      <td>(42.940095, -76.560755)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Chautauqua</td>\n",
       "      <td>25.3</td>\n",
       "      <td>(20.4-30.2)</td>\n",
       "      <td>(42.246904, -79.315313)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Chemung</td>\n",
       "      <td>30.0</td>\n",
       "      <td>(24.4-35.7)</td>\n",
       "      <td>(42.116644, -76.812331)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Chenango</td>\n",
       "      <td>23.8</td>\n",
       "      <td>(19.3-28.4)</td>\n",
       "      <td>(42.481798, -75.570013)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Clinton</td>\n",
       "      <td>21.5</td>\n",
       "      <td>(16.1-26.9)</td>\n",
       "      <td>(44.731944, -73.548883)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Columbia</td>\n",
       "      <td>23.1</td>\n",
       "      <td>(18.0-28.2)</td>\n",
       "      <td>(42.276913, -73.682168)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Cortland</td>\n",
       "      <td>22.1</td>\n",
       "      <td>(16.8-27.4)</td>\n",
       "      <td>(42.597101, -76.143291)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Delaware</td>\n",
       "      <td>21.0</td>\n",
       "      <td>(17.0-25.0)</td>\n",
       "      <td>(42.242972, -74.997944)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Dutchess</td>\n",
       "      <td>18.3</td>\n",
       "      <td>(13.9-22.6)</td>\n",
       "      <td>(41.686216, -73.840468)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Erie</td>\n",
       "      <td>25.5</td>\n",
       "      <td>(20.3-30.8)</td>\n",
       "      <td>(42.888143, -78.795544)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Essex</td>\n",
       "      <td>23.0</td>\n",
       "      <td>(18.3-27.8)</td>\n",
       "      <td>(44.166026, -73.685145)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Franklin</td>\n",
       "      <td>30.7</td>\n",
       "      <td>(23.4-38.0)</td>\n",
       "      <td>(44.705699, -74.340621)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Fulton</td>\n",
       "      <td>24.0</td>\n",
       "      <td>(19.7-28.2)</td>\n",
       "      <td>(43.06014, -74.331296)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Genesee</td>\n",
       "      <td>18.0</td>\n",
       "      <td>(14.0-22.0)</td>\n",
       "      <td>(43.000121, -78.172679)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Greene</td>\n",
       "      <td>23.8</td>\n",
       "      <td>(18.0-29.5)</td>\n",
       "      <td>(42.298326, -73.973376)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Hamilton</td>\n",
       "      <td>20.5</td>\n",
       "      <td>(16.1-24.9)</td>\n",
       "      <td>(43.618468, -74.395268)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Herkimer</td>\n",
       "      <td>21.1</td>\n",
       "      <td>(16.7-25.5)</td>\n",
       "      <td>(43.070026, -74.994246)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Jefferson</td>\n",
       "      <td>25.0</td>\n",
       "      <td>(20.2-29.9)</td>\n",
       "      <td>(44.019295, -75.898971)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Lewis</td>\n",
       "      <td>18.9</td>\n",
       "      <td>(14.3-23.6)</td>\n",
       "      <td>(43.785537, -75.446296)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Livingston</td>\n",
       "      <td>16.6</td>\n",
       "      <td>(12.5-20.7)</td>\n",
       "      <td>(42.763754, -77.765392)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Madison</td>\n",
       "      <td>25.2</td>\n",
       "      <td>(20.4-30.0)</td>\n",
       "      <td>(42.986917, -75.720031)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Monroe</td>\n",
       "      <td>19.1</td>\n",
       "      <td>(14.6-23.7)</td>\n",
       "      <td>(43.161748, -77.620143)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Montgomery</td>\n",
       "      <td>21.9</td>\n",
       "      <td>(17.6-26.2)</td>\n",
       "      <td>(42.933637, -74.341972)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Nassau</td>\n",
       "      <td>10.0</td>\n",
       "      <td>(7.2-12.8)</td>\n",
       "      <td>(40.715749, -73.601185)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Niagara</td>\n",
       "      <td>26.2</td>\n",
       "      <td>(21.3-31.1)</td>\n",
       "      <td>(43.134634, -78.856419)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Oneida</td>\n",
       "      <td>24.0</td>\n",
       "      <td>(19.5-28.4)</td>\n",
       "      <td>(43.149482, -75.361773)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Orange</td>\n",
       "      <td>20.3</td>\n",
       "      <td>(14.8-25.8)</td>\n",
       "      <td>(41.422459, -74.241929)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Orleans</td>\n",
       "      <td>28.9</td>\n",
       "      <td>(23.5-34.4)</td>\n",
       "      <td>(43.248394, -78.218438)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Oswego</td>\n",
       "      <td>24.8</td>\n",
       "      <td>(20.1-29.5)</td>\n",
       "      <td>(43.39123, -76.31133)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Otsego</td>\n",
       "      <td>21.8</td>\n",
       "      <td>(16.7-27.0)</td>\n",
       "      <td>(42.564852, -75.060334)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Putnam</td>\n",
       "      <td>13.0</td>\n",
       "      <td>(9.9-16.1)</td>\n",
       "      <td>(41.41131, -73.717443)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Rensselaer</td>\n",
       "      <td>18.7</td>\n",
       "      <td>(14.6-22.7)</td>\n",
       "      <td>(42.70098, -73.628669)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Rockland</td>\n",
       "      <td>9.5</td>\n",
       "      <td>(6.6-12.5)</td>\n",
       "      <td>(41.127287, -74.017033)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>St. Lawrence</td>\n",
       "      <td>24.9</td>\n",
       "      <td>(20.0-29.8)</td>\n",
       "      <td>(44.689468, -75.242045)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>Saratoga</td>\n",
       "      <td>17.0</td>\n",
       "      <td>(12.9-21.0)</td>\n",
       "      <td>(43.00894, -73.786779)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>Schenectady</td>\n",
       "      <td>17.0</td>\n",
       "      <td>(13.5-20.6)</td>\n",
       "      <td>(42.809233, -73.946838)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Schoharie</td>\n",
       "      <td>23.9</td>\n",
       "      <td>(18.8-29.0)</td>\n",
       "      <td>(42.643426, -74.434606)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>Schuyler</td>\n",
       "      <td>22.6</td>\n",
       "      <td>(18.3-27.0)</td>\n",
       "      <td>(42.38593, -76.872032)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>Seneca</td>\n",
       "      <td>23.7</td>\n",
       "      <td>(18.7-28.7)</td>\n",
       "      <td>(42.833627, -76.82753)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>Steuben</td>\n",
       "      <td>21.1</td>\n",
       "      <td>(17.0-25.3)</td>\n",
       "      <td>(42.270053, -77.324618)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>Suffolk</td>\n",
       "      <td>17.5</td>\n",
       "      <td>(12.9-22.1)</td>\n",
       "      <td>(40.820237, -73.119032)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>Sullivan</td>\n",
       "      <td>27.9</td>\n",
       "      <td>(22.7-33.0)</td>\n",
       "      <td>(41.705166, -74.711705)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>Tioga</td>\n",
       "      <td>21.6</td>\n",
       "      <td>(17.2-26.1)</td>\n",
       "      <td>(42.120252, -76.29595)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>Tompkins</td>\n",
       "      <td>13.5</td>\n",
       "      <td>(7.7-19.3)</td>\n",
       "      <td>(42.461024, -76.478784)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>Ulster</td>\n",
       "      <td>22.4</td>\n",
       "      <td>(17.8-27.0)</td>\n",
       "      <td>(41.848374, -74.099412)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>Warren</td>\n",
       "      <td>20.5</td>\n",
       "      <td>(15.9-25.2)</td>\n",
       "      <td>(43.403024, -73.716044)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>Washington</td>\n",
       "      <td>23.2</td>\n",
       "      <td>(17.9-28.4)</td>\n",
       "      <td>(43.289513, -73.454761)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>Wayne</td>\n",
       "      <td>19.4</td>\n",
       "      <td>(14.9-23.8)</td>\n",
       "      <td>(43.144336, -77.117995)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>Westchester</td>\n",
       "      <td>11.7</td>\n",
       "      <td>(8.1-15.4)</td>\n",
       "      <td>(41.039278, -73.805386)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>Wyoming</td>\n",
       "      <td>22.4</td>\n",
       "      <td>(16.2-28.7)</td>\n",
       "      <td>(42.723641, -78.204473)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>Yates</td>\n",
       "      <td>17.1</td>\n",
       "      <td>(13.2-20.9)</td>\n",
       "      <td>(42.634338, -77.078311)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>Bronx</td>\n",
       "      <td>18.1</td>\n",
       "      <td>(15.4-21.1)</td>\n",
       "      <td>(40.85589, -73.868294)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>Kings</td>\n",
       "      <td>16.1</td>\n",
       "      <td>(14.1-18.3)</td>\n",
       "      <td>(40.65642, -73.950691)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>New York</td>\n",
       "      <td>15.0</td>\n",
       "      <td>(12.5-18.0)</td>\n",
       "      <td>(40.726966, -74.005966)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>Queens</td>\n",
       "      <td>14.6</td>\n",
       "      <td>(12.5-17.0)</td>\n",
       "      <td>(40.749338, -73.789673)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>Richmond</td>\n",
       "      <td>19.7</td>\n",
       "      <td>(16.4-23.6)</td>\n",
       "      <td>(40.566763, -74.148102)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>62 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     County Name  Percentage/Rate/Ratio       95% CI                 Location\n",
       "0         Albany                   17.0  (12.8-21.1)  (42.678066, -73.814233)\n",
       "1       Allegany                   24.6  (19.3-29.9)  (42.226801, -78.020567)\n",
       "2         Broome                   20.3  (15.4-25.1)  (42.122015, -75.933191)\n",
       "3    Cattaraugus                   23.5  (19.2-27.8)  (42.224267, -78.606673)\n",
       "4         Cayuga                   22.1  (17.4-26.8)  (42.940095, -76.560755)\n",
       "5     Chautauqua                   25.3  (20.4-30.2)  (42.246904, -79.315313)\n",
       "6        Chemung                   30.0  (24.4-35.7)  (42.116644, -76.812331)\n",
       "7       Chenango                   23.8  (19.3-28.4)  (42.481798, -75.570013)\n",
       "8        Clinton                   21.5  (16.1-26.9)  (44.731944, -73.548883)\n",
       "9       Columbia                   23.1  (18.0-28.2)  (42.276913, -73.682168)\n",
       "10      Cortland                   22.1  (16.8-27.4)  (42.597101, -76.143291)\n",
       "11      Delaware                   21.0  (17.0-25.0)  (42.242972, -74.997944)\n",
       "12      Dutchess                   18.3  (13.9-22.6)  (41.686216, -73.840468)\n",
       "13          Erie                   25.5  (20.3-30.8)  (42.888143, -78.795544)\n",
       "14         Essex                   23.0  (18.3-27.8)  (44.166026, -73.685145)\n",
       "15      Franklin                   30.7  (23.4-38.0)  (44.705699, -74.340621)\n",
       "16        Fulton                   24.0  (19.7-28.2)   (43.06014, -74.331296)\n",
       "17       Genesee                   18.0  (14.0-22.0)  (43.000121, -78.172679)\n",
       "18        Greene                   23.8  (18.0-29.5)  (42.298326, -73.973376)\n",
       "19      Hamilton                   20.5  (16.1-24.9)  (43.618468, -74.395268)\n",
       "20      Herkimer                   21.1  (16.7-25.5)  (43.070026, -74.994246)\n",
       "21     Jefferson                   25.0  (20.2-29.9)  (44.019295, -75.898971)\n",
       "22         Lewis                   18.9  (14.3-23.6)  (43.785537, -75.446296)\n",
       "23    Livingston                   16.6  (12.5-20.7)  (42.763754, -77.765392)\n",
       "24       Madison                   25.2  (20.4-30.0)  (42.986917, -75.720031)\n",
       "25        Monroe                   19.1  (14.6-23.7)  (43.161748, -77.620143)\n",
       "26    Montgomery                   21.9  (17.6-26.2)  (42.933637, -74.341972)\n",
       "27        Nassau                   10.0   (7.2-12.8)  (40.715749, -73.601185)\n",
       "28       Niagara                   26.2  (21.3-31.1)  (43.134634, -78.856419)\n",
       "29        Oneida                   24.0  (19.5-28.4)  (43.149482, -75.361773)\n",
       "..           ...                    ...          ...                      ...\n",
       "32        Orange                   20.3  (14.8-25.8)  (41.422459, -74.241929)\n",
       "33       Orleans                   28.9  (23.5-34.4)  (43.248394, -78.218438)\n",
       "34        Oswego                   24.8  (20.1-29.5)    (43.39123, -76.31133)\n",
       "35        Otsego                   21.8  (16.7-27.0)  (42.564852, -75.060334)\n",
       "36        Putnam                   13.0   (9.9-16.1)   (41.41131, -73.717443)\n",
       "37    Rensselaer                   18.7  (14.6-22.7)   (42.70098, -73.628669)\n",
       "38      Rockland                    9.5   (6.6-12.5)  (41.127287, -74.017033)\n",
       "39  St. Lawrence                   24.9  (20.0-29.8)  (44.689468, -75.242045)\n",
       "40      Saratoga                   17.0  (12.9-21.0)   (43.00894, -73.786779)\n",
       "41   Schenectady                   17.0  (13.5-20.6)  (42.809233, -73.946838)\n",
       "42     Schoharie                   23.9  (18.8-29.0)  (42.643426, -74.434606)\n",
       "43      Schuyler                   22.6  (18.3-27.0)   (42.38593, -76.872032)\n",
       "44        Seneca                   23.7  (18.7-28.7)   (42.833627, -76.82753)\n",
       "45       Steuben                   21.1  (17.0-25.3)  (42.270053, -77.324618)\n",
       "46       Suffolk                   17.5  (12.9-22.1)  (40.820237, -73.119032)\n",
       "47      Sullivan                   27.9  (22.7-33.0)  (41.705166, -74.711705)\n",
       "48         Tioga                   21.6  (17.2-26.1)   (42.120252, -76.29595)\n",
       "49      Tompkins                   13.5   (7.7-19.3)  (42.461024, -76.478784)\n",
       "50        Ulster                   22.4  (17.8-27.0)  (41.848374, -74.099412)\n",
       "51        Warren                   20.5  (15.9-25.2)  (43.403024, -73.716044)\n",
       "52    Washington                   23.2  (17.9-28.4)  (43.289513, -73.454761)\n",
       "53         Wayne                   19.4  (14.9-23.8)  (43.144336, -77.117995)\n",
       "54   Westchester                   11.7   (8.1-15.4)  (41.039278, -73.805386)\n",
       "55       Wyoming                   22.4  (16.2-28.7)  (42.723641, -78.204473)\n",
       "56         Yates                   17.1  (13.2-20.9)  (42.634338, -77.078311)\n",
       "57         Bronx                   18.1  (15.4-21.1)   (40.85589, -73.868294)\n",
       "58         Kings                   16.1  (14.1-18.3)   (40.65642, -73.950691)\n",
       "59      New York                   15.0  (12.5-18.0)  (40.726966, -74.005966)\n",
       "60        Queens                   14.6  (12.5-17.0)  (40.749338, -73.789673)\n",
       "61      Richmond                   19.7  (16.4-23.6)  (40.566763, -74.148102)\n",
       "\n",
       "[62 rows x 4 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "subData"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "cancerDir = \"data/NYSDOH_CancerMapping_Data_2005_2009/\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "cancerFile = \"NYSDOH_CancerMapping_Data_2005_2009.csv\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'data/NYSDOH_CancerMapping_Data_2005_2009/NYSDOH_CancerMapping_Data_2005_2009.csv'"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cancerDir+cancerFile"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "cancerData = pd.read_csv(cancerDir+cancerFile)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>360010007001</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>360010007002</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>360010007003</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>360010007004</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>360010008003</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>360010011001</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>7</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>360010014001</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>360010014002</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>360010014003</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>360010015001</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>360010016001</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>360010016002</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>360010016003</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>360010016004</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</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",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\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>13793</th>\n",
       "      <td>361219709003</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13794</th>\n",
       "      <td>361219710001</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13795</th>\n",
       "      <td>361219710002</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13796</th>\n",
       "      <td>361219710003</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13797</th>\n",
       "      <td>361219710004</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13798</th>\n",
       "      <td>361219711001</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13799</th>\n",
       "      <td>361219711002</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13800</th>\n",
       "      <td>361219711003</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13801</th>\n",
       "      <td>36121DOH0001</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13802</th>\n",
       "      <td>361231501001</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>6</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13803</th>\n",
       "      <td>361231501002</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13804</th>\n",
       "      <td>361231501003</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13805</th>\n",
       "      <td>361231501004</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13806</th>\n",
       "      <td>361231501005</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13807</th>\n",
       "      <td>361231501006</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13808</th>\n",
       "      <td>361231502001</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>12</td>\n",
       "      <td>7</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13809</th>\n",
       "      <td>361231502002</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13810</th>\n",
       "      <td>361231502003</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13811</th>\n",
       "      <td>361231503001</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13812</th>\n",
       "      <td>361231503002</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13813</th>\n",
       "      <td>361231503003</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13814</th>\n",
       "      <td>361231503004</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13815</th>\n",
       "      <td>361231504001</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13816</th>\n",
       "      <td>361231504002</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>9</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13817</th>\n",
       "      <td>361231504003</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13818</th>\n",
       "      <td>361231504004</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13819</th>\n",
       "      <td>361231505001</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13820</th>\n",
       "      <td>361231505002</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13821</th>\n",
       "      <td>361231505003</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13822</th>\n",
       "      <td>361231505004</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>13823 rows × 74 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            geoid10  observed_Bladder  observed_Bone  observed_Brain  \\\n",
       "0      360010001001                 4              0               0   \n",
       "1      360010001002                 1              0               0   \n",
       "2      360010002001                 1              0               1   \n",
       "3      360010002002                 0              0               0   \n",
       "4      360010003001                 2              0               0   \n",
       "5      360010003002                 0              0               0   \n",
       "6      360010003003                 7              0               2   \n",
       "7      360010003004                 1              0               1   \n",
       "8      360010004011                 6              0               1   \n",
       "9      360010004031                 4              0               0   \n",
       "10     360010004032                 2              0               0   \n",
       "11     360010004033                 2              0               0   \n",
       "12     360010004034                 1              0               1   \n",
       "13     360010005011                 1              0               0   \n",
       "14     360010005014                 1              1               0   \n",
       "15     360010006003                 0              0               2   \n",
       "16     360010007001                 0              0               1   \n",
       "17     360010007002                 0              0               0   \n",
       "18     360010007003                 0              0               0   \n",
       "19     360010007004                 0              1               1   \n",
       "20     360010008003                 0              0               1   \n",
       "21     360010011001                 1              0               1   \n",
       "22     360010014001                 0              1               0   \n",
       "23     360010014002                 0              0               0   \n",
       "24     360010014003                 0              0               0   \n",
       "25     360010015001                 2              0               0   \n",
       "26     360010016001                 0              0               0   \n",
       "27     360010016002                 0              0               0   \n",
       "28     360010016003                 1              0               0   \n",
       "29     360010016004                 1              0               0   \n",
       "...             ...               ...            ...             ...   \n",
       "13793  361219709003                 1              0               0   \n",
       "13794  361219710001                 2              1               0   \n",
       "13795  361219710002                 1              0               2   \n",
       "13796  361219710003                 1              0               0   \n",
       "13797  361219710004                 2              0               2   \n",
       "13798  361219711001                 6              0               0   \n",
       "13799  361219711002                 5              0               1   \n",
       "13800  361219711003                 3              0               1   \n",
       "13801  36121DOH0001                 4              0               0   \n",
       "13802  361231501001                 3              0               1   \n",
       "13803  361231501002                 1              0               0   \n",
       "13804  361231501003                 2              0               0   \n",
       "13805  361231501004                 3              0               0   \n",
       "13806  361231501005                 2              0               0   \n",
       "13807  361231501006                 1              0               3   \n",
       "13808  361231502001                 2              0               3   \n",
       "13809  361231502002                 0              0               1   \n",
       "13810  361231502003                 3              0               0   \n",
       "13811  361231503001                 2              0               0   \n",
       "13812  361231503002                 0              0               2   \n",
       "13813  361231503003                 2              0               0   \n",
       "13814  361231503004                 2              0               0   \n",
       "13815  361231504001                 6              0               0   \n",
       "13816  361231504002                 0              1               2   \n",
       "13817  361231504003                 4              0               1   \n",
       "13818  361231504004                 1              0               1   \n",
       "13819  361231505001                 2              0               0   \n",
       "13820  361231505002                 3              0               0   \n",
       "13821  361231505003                 3              0               0   \n",
       "13822  361231505004                 0              0               0   \n",
       "\n",
       "       observed_Breast  observed_Colorectal  observed_Esophagus  \\\n",
       "0                    0                    1                   0   \n",
       "1                    2                    2                   1   \n",
       "2                    9                    2                   0   \n",
       "3                    3                    2                   0   \n",
       "4                    3                    3                   0   \n",
       "5                    1                    7                   0   \n",
       "6                    2                    4                   2   \n",
       "7                    4                    5                   1   \n",
       "8                   16                   11                   1   \n",
       "9                    7                    2                   0   \n",
       "10                   2                    4                   1   \n",
       "11                   4                    2                   0   \n",
       "12                   5                    2                   1   \n",
       "13                   1                    2                   1   \n",
       "14                   1                    3                   0   \n",
       "15                   0                    1                   0   \n",
       "16                   4                    2                   0   \n",
       "17                   2                    3                   1   \n",
       "18                   6                    4                   1   \n",
       "19                   1                    1                   0   \n",
       "20                   2                    3                   2   \n",
       "21                   4                    7                   2   \n",
       "22                   3                    1                   0   \n",
       "23                   5                    4                   0   \n",
       "24                   4                    0                   1   \n",
       "25                   6                    2                   0   \n",
       "26                   0                    1                   1   \n",
       "27                   4                    1                   1   \n",
       "28                   3                    4                   0   \n",
       "29                   5                    1                   0   \n",
       "...                ...                  ...                 ...   \n",
       "13793                2                    2                   0   \n",
       "13794                3                    6                   0   \n",
       "13795                4                    2                   0   \n",
       "13796                3                    3                   1   \n",
       "13797                4                    2                   0   \n",
       "13798                2                    3                   0   \n",
       "13799                4                    5                   0   \n",
       "13800                5                    2                   0   \n",
       "13801                6                    3                   1   \n",
       "13802                6                    2                   1   \n",
       "13803                2                    3                   1   \n",
       "13804                2                    2                   0   \n",
       "13805                4                    1                   0   \n",
       "13806                2                    3                   0   \n",
       "13807                5                    4                   1   \n",
       "13808               12                    7                   3   \n",
       "13809                5                    1                   0   \n",
       "13810                5                    5                   1   \n",
       "13811                6                    4                   0   \n",
       "13812                3                    6                   1   \n",
       "13813                5                    5                   0   \n",
       "13814                7                    4                   0   \n",
       "13815                6                    2                   0   \n",
       "13816                9                    1                   0   \n",
       "13817                2                    1                   1   \n",
       "13818                3                    2                   0   \n",
       "13819                4                    6                   0   \n",
       "13820                6                    2                   0   \n",
       "13821                5                    7                   0   \n",
       "13822                2                    0                   0   \n",
       "\n",
       "       observed_Kidney  observed_Larynx  observed_Leukemia        ...         \\\n",
       "0                    1                0                  1        ...          \n",
       "1                    0                0                  0        ...          \n",
       "2                    0                1                  1        ...          \n",
       "3                    1                0                  0        ...          \n",
       "4                    2                1                  2        ...          \n",
       "5                    1                2                  0        ...          \n",
       "6                    3                2                  1        ...          \n",
       "7                    0                0                  0        ...          \n",
       "8                    2                0                  4        ...          \n",
       "9                    1                1                  2        ...          \n",
       "10                   2                0                  1        ...          \n",
       "11                   0                1                  0        ...          \n",
       "12                   2                0                  1        ...          \n",
       "13                   0                0                  0        ...          \n",
       "14                   0                0                  0        ...          \n",
       "15                   0                0                  1        ...          \n",
       "16                   2                0                  1        ...          \n",
       "17                   0                1                  0        ...          \n",
       "18                   0                0                  0        ...          \n",
       "19                   1                1                  0        ...          \n",
       "20                   0                0                  0        ...          \n",
       "21                   0                1                  4        ...          \n",
       "22                   2                0                  2        ...          \n",
       "23                   0                0                  0        ...          \n",
       "24                   0                0                  0        ...          \n",
       "25                   1                1                  2        ...          \n",
       "26                   0                0                  0        ...          \n",
       "27                   0                0                  1        ...          \n",
       "28                   0                1                  0        ...          \n",
       "29                   0                1                  0        ...          \n",
       "...                ...              ...                ...        ...          \n",
       "13793                0                0                  0        ...          \n",
       "13794                4                0                  1        ...          \n",
       "13795                0                0                  1        ...          \n",
       "13796                1                0                  0        ...          \n",
       "13797                1                0                  2        ...          \n",
       "13798                4                0                  0        ...          \n",
       "13799                1                0                  2        ...          \n",
       "13800                2                0                  0        ...          \n",
       "13801                4                0                  2        ...          \n",
       "13802                4                1                  0        ...          \n",
       "13803                0                0                  0        ...          \n",
       "13804                0                1                  1        ...          \n",
       "13805                0                0                  1        ...          \n",
       "13806                0                0                  0        ...          \n",
       "13807                1                0                  1        ...          \n",
       "13808                4                0                  3        ...          \n",
       "13809                2                0                  1        ...          \n",
       "13810                1                1                  0        ...          \n",
       "13811                5                0                  1        ...          \n",
       "13812                5                0                  1        ...          \n",
       "13813                1                3                  1        ...          \n",
       "13814                1                0                  2        ...          \n",
       "13815                1                0                  1        ...          \n",
       "13816                1                0                  1        ...          \n",
       "13817                0                0                  2        ...          \n",
       "13818                0                0                  1        ...          \n",
       "13819                1                0                  3        ...          \n",
       "13820                2                1                  2        ...          \n",
       "13821                1                0                  1        ...          \n",
       "13822                2                0                  0        ...          \n",
       "\n",
       "       highlight_Nasal  highlight_Oral  highlight_Ovary  highlight_Pancreas  \\\n",
       "0                    0               0                0                   0   \n",
       "1                    0               0                0                   0   \n",
       "2                    0               0                0                   0   \n",
       "3                    0               0                0                   0   \n",
       "4                    0               0                0                   0   \n",
       "5                    0               0                0                   0   \n",
       "6                    0               0                0                   0   \n",
       "7                    0               0                0                   0   \n",
       "8                    0               0                0                   0   \n",
       "9                    0               0                0                   0   \n",
       "10                   0               0                0                   0   \n",
       "11                   0               0                0                   0   \n",
       "12                   0               0                0                   0   \n",
       "13                   0               0                0                   0   \n",
       "14                   0               0                0                   0   \n",
       "15                   0               0                0                   0   \n",
       "16                   0               0                0                   0   \n",
       "17                   0               0                0                   0   \n",
       "18                   0               0                0                   0   \n",
       "19                   0               0                0                   0   \n",
       "20                   0               0                0                   0   \n",
       "21                   0               0                0                   0   \n",
       "22                   0               0                0                   0   \n",
       "23                   0               0                0                   0   \n",
       "24                   0               0                0                   0   \n",
       "25                   0               0                0                   0   \n",
       "26                   0               0                0                   0   \n",
       "27                   0               0                0                   0   \n",
       "28                   0               0                0                   0   \n",
       "29                   0               0                0                   0   \n",
       "...                ...             ...              ...                 ...   \n",
       "13793                0               0                0                   0   \n",
       "13794                0               0                0                   0   \n",
       "13795                0               0                0                   0   \n",
       "13796                0               0                0                   0   \n",
       "13797                0               0                0                   0   \n",
       "13798                0               0                0                   0   \n",
       "13799                0               0                0                   0   \n",
       "13800                0               0                0                   0   \n",
       "13801                0               0                0                   0   \n",
       "13802                0               0                0                   0   \n",
       "13803                0               0                0                   0   \n",
       "13804                0               0                0                   0   \n",
       "13805                0               0                0                   0   \n",
       "13806                0               0                0                   0   \n",
       "13807                0               0                0                   0   \n",
       "13808                0               0                0                   0   \n",
       "13809                0               0                0                   0   \n",
       "13810                0               0                0                   0   \n",
       "13811                0               0                0                   0   \n",
       "13812                0               0                0                   0   \n",
       "13813                0               0                0                   0   \n",
       "13814                0               0                0                   0   \n",
       "13815                0               0                0                   0   \n",
       "13816                0               0                0                   0   \n",
       "13817                0               0                0                   0   \n",
       "13818                0               0                0                   0   \n",
       "13819                0               0                0                   0   \n",
       "13820                0               0                0                   0   \n",
       "13821                0               0                0                   0   \n",
       "13822                0               0                0                   0   \n",
       "\n",
       "       highlight_Prostate  highlight_Soft_Tissue  highlight_Stomach  \\\n",
       "0                       0                      0                  0   \n",
       "1                       0                      0                  0   \n",
       "2                       0                      0                  0   \n",
       "3                       0                      0                  0   \n",
       "4                       0                      0                  0   \n",
       "5                       0                      0                  0   \n",
       "6                       0                      0                  0   \n",
       "7                       0                      0                  0   \n",
       "8                       0                      0                  0   \n",
       "9                       0                      0                  0   \n",
       "10                      0                      0                  0   \n",
       "11                      0                      0                  0   \n",
       "12                      0                      0                  0   \n",
       "13                      0                      0                  0   \n",
       "14                      0                      0                  0   \n",
       "15                      0                      0                  0   \n",
       "16                      0                      0                  0   \n",
       "17                      0                      0                  0   \n",
       "18                      0                      0                  0   \n",
       "19                      0                      0                  0   \n",
       "20                      0                      0                  0   \n",
       "21                      0                      0                  0   \n",
       "22                      0                      0                  0   \n",
       "23                      0                      0                  0   \n",
       "24                      0                      0                  0   \n",
       "25                      0                      0                  0   \n",
       "26                      0                      0                  0   \n",
       "27                      0                      0                  0   \n",
       "28                      0                      0                  0   \n",
       "29                      0                      0                  0   \n",
       "...                   ...                    ...                ...   \n",
       "13793                   0                      0                 -1   \n",
       "13794                   0                      0                 -1   \n",
       "13795                   0                      0                 -1   \n",
       "13796                   0                      0                 -1   \n",
       "13797                   0                      0                 -1   \n",
       "13798                   0                      0                 -1   \n",
       "13799                   0                      0                 -1   \n",
       "13800                   0                      0                 -1   \n",
       "13801                   0                      0                 -1   \n",
       "13802                   0                      0                 -1   \n",
       "13803                   0                      0                 -1   \n",
       "13804                   0                      0                 -1   \n",
       "13805                   0                      0                 -1   \n",
       "13806                   0                      0                 -1   \n",
       "13807                   0                      0                 -1   \n",
       "13808                   0                      0                 -1   \n",
       "13809                   0                      0                 -1   \n",
       "13810                   0                      0                 -1   \n",
       "13811                   0                      0                 -1   \n",
       "13812                   0                      0                 -1   \n",
       "13813                   0                      0                 -1   \n",
       "13814                   0                      0                 -1   \n",
       "13815                   0                      0                 -1   \n",
       "13816                   0                      0                 -1   \n",
       "13817                   0                      0                 -1   \n",
       "13818                   0                      0                 -1   \n",
       "13819                   0                      0                 -1   \n",
       "13820                   0                      0                 -1   \n",
       "13821                   0                      0                 -1   \n",
       "13822                   0                      0                 -1   \n",
       "\n",
       "       highlight_Testis  highlight_Thyroid  highlight_Uterus  \n",
       "0                     0                  0                 0  \n",
       "1                     0                  0                 0  \n",
       "2                     0                  0                 0  \n",
       "3                     0                  0                 0  \n",
       "4                     0                  0                 0  \n",
       "5                     0                  0                 0  \n",
       "6                     0                  0                 0  \n",
       "7                     0                  0                 0  \n",
       "8                     0                  0                 0  \n",
       "9                     0                  0                 0  \n",
       "10                    0                  0                 0  \n",
       "11                    0                  0                 0  \n",
       "12                    0                  0                 0  \n",
       "13                    0                  0                 0  \n",
       "14                    0                  0                 0  \n",
       "15                    0                  0                 0  \n",
       "16                    0                  0                 0  \n",
       "17                    0                  0                 0  \n",
       "18                    0                  0                 0  \n",
       "19                    0                  0                 0  \n",
       "20                    0                  0                 0  \n",
       "21                    0                  0                 0  \n",
       "22                    0                  0                 0  \n",
       "23                    0                  0                 0  \n",
       "24                    0                  0                 0  \n",
       "25                    0                  0                 0  \n",
       "26                    0                  0                 0  \n",
       "27                    0                  0                 0  \n",
       "28                    0                  0                 0  \n",
       "29                    0                  0                 0  \n",
       "...                 ...                ...               ...  \n",
       "13793                 0                 -1                 0  \n",
       "13794                 0                 -1                 0  \n",
       "13795                 0                 -1                 0  \n",
       "13796                 0                 -1                 0  \n",
       "13797                 0                 -1                 0  \n",
       "13798                 0                 -1                 0  \n",
       "13799                 0                 -1                 0  \n",
       "13800                 0                 -1                 0  \n",
       "13801                 0                 -1                 0  \n",
       "13802                 0                  0                 0  \n",
       "13803                 0                  0                 0  \n",
       "13804                 0                  0                 0  \n",
       "13805                 0                  0                 0  \n",
       "13806                 0                  0                 0  \n",
       "13807                 0                 -1                 0  \n",
       "13808                 0                 -1                 0  \n",
       "13809                 0                 -1                 0  \n",
       "13810                 0                 -1                 0  \n",
       "13811                 0                 -1                 0  \n",
       "13812                 0                 -1                 0  \n",
       "13813                 0                 -1                 0  \n",
       "13814                 0                 -1                 0  \n",
       "13815                 0                 -1                 0  \n",
       "13816                 0                 -1                 0  \n",
       "13817                 0                 -1                 0  \n",
       "13818                 0                 -1                 0  \n",
       "13819                 0                 -1                 0  \n",
       "13820                 0                 -1                 0  \n",
       "13821                 0                 -1                 0  \n",
       "13822                 0                 -1                 0  \n",
       "\n",
       "[13823 rows x 74 columns]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cancerData"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# https://health.data.ny.gov/Health/Community-Health-All-Cancer-Incidence-Age-adjusted/4wxt-6bzs\n",
    "c = pd.read_csv('data/Community_Health__All_Cancer_Incidence_Age-adjusted_Rate_per_100_000_by_County_Maps__Latest_Data.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>County Name</th>\n",
       "      <th>Health Topic Number</th>\n",
       "      <th>Health Topic</th>\n",
       "      <th>Indicator Number</th>\n",
       "      <th>Indicator</th>\n",
       "      <th>Event Count</th>\n",
       "      <th>Average Number of Denominator</th>\n",
       "      <th>Measure Unit</th>\n",
       "      <th>Percent/Rate</th>\n",
       "      <th>Lower Limit of 95% CI</th>\n",
       "      <th>Upper Limit of 95% CI</th>\n",
       "      <th>Data Comments</th>\n",
       "      <th>Quartile</th>\n",
       "      <th>Data Years</th>\n",
       "      <th>Data Source</th>\n",
       "      <th>Mapping Distribution</th>\n",
       "      <th>Location</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Albany</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>5448</td>\n",
       "      <td>304062</td>\n",
       "      <td>Rate</td>\n",
       "      <td>519.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>507.8 - &lt;  525.5  : Q3</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>2</td>\n",
       "      <td>(42.678066, -73.814233)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Allegany</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>856</td>\n",
       "      <td>48899</td>\n",
       "      <td>Rate</td>\n",
       "      <td>498.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(42.226801, -78.020567)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Broome</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>3836</td>\n",
       "      <td>200111</td>\n",
       "      <td>Rate</td>\n",
       "      <td>510.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>507.8 - &lt;  525.5  : Q3</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>2</td>\n",
       "      <td>(42.122015, -75.933191)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Cattaraugus</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1564</td>\n",
       "      <td>80191</td>\n",
       "      <td>Rate</td>\n",
       "      <td>521.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>507.8 - &lt;  525.5  : Q3</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>2</td>\n",
       "      <td>(42.224267, -78.606673)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Cayuga</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1435</td>\n",
       "      <td>79969</td>\n",
       "      <td>Rate</td>\n",
       "      <td>488.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(42.940095, -76.560755)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Chautauqua</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>2945</td>\n",
       "      <td>134793</td>\n",
       "      <td>Rate</td>\n",
       "      <td>568.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>525.5 +   : Q4</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>3</td>\n",
       "      <td>(42.246904, -79.315313)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Chemung</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1806</td>\n",
       "      <td>88840</td>\n",
       "      <td>Rate</td>\n",
       "      <td>547.4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>525.5 +   : Q4</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>3</td>\n",
       "      <td>(42.116644, -76.812331)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Chenango</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1063</td>\n",
       "      <td>50384</td>\n",
       "      <td>Rate</td>\n",
       "      <td>542.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>525.5 +   : Q4</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>3</td>\n",
       "      <td>(42.481798, -75.570013)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Clinton</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1499</td>\n",
       "      <td>82123</td>\n",
       "      <td>Rate</td>\n",
       "      <td>543.9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>525.5 +   : Q4</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>3</td>\n",
       "      <td>(44.731944, -73.548883)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Columbia</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1289</td>\n",
       "      <td>62864</td>\n",
       "      <td>Rate</td>\n",
       "      <td>486.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(42.276913, -73.682168)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Cortland</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>855</td>\n",
       "      <td>49348</td>\n",
       "      <td>Rate</td>\n",
       "      <td>528.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>525.5 +   : Q4</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>3</td>\n",
       "      <td>(42.597101, -76.143291)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Delaware</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>975</td>\n",
       "      <td>47861</td>\n",
       "      <td>Rate</td>\n",
       "      <td>470.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(42.242972, -74.997944)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Dutchess</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>5093</td>\n",
       "      <td>297542</td>\n",
       "      <td>Rate</td>\n",
       "      <td>498.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(41.686216, -73.840468)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Erie</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>18693</td>\n",
       "      <td>918704</td>\n",
       "      <td>Rate</td>\n",
       "      <td>551.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>525.5 +   : Q4</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>3</td>\n",
       "      <td>(42.888143, -78.795544)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Essex</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>762</td>\n",
       "      <td>39325</td>\n",
       "      <td>Rate</td>\n",
       "      <td>463.9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(44.166026, -73.685145)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Franklin</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>854</td>\n",
       "      <td>51622</td>\n",
       "      <td>Rate</td>\n",
       "      <td>486.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(44.705699, -74.340621)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Fulton</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1080</td>\n",
       "      <td>55403</td>\n",
       "      <td>Rate</td>\n",
       "      <td>512.5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>507.8 - &lt;  525.5  : Q3</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>2</td>\n",
       "      <td>(43.06014, -74.331296)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Genesee</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1218</td>\n",
       "      <td>60002</td>\n",
       "      <td>Rate</td>\n",
       "      <td>546.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>525.5 +   : Q4</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>3</td>\n",
       "      <td>(43.000121, -78.172679)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Greene</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1016</td>\n",
       "      <td>49162</td>\n",
       "      <td>Rate</td>\n",
       "      <td>509.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>507.8 - &lt;  525.5  : Q3</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>2</td>\n",
       "      <td>(42.298326, -73.973376)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Hamilton</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>127</td>\n",
       "      <td>4829</td>\n",
       "      <td>Rate</td>\n",
       "      <td>490.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(43.618468, -74.395268)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Herkimer</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1230</td>\n",
       "      <td>64341</td>\n",
       "      <td>Rate</td>\n",
       "      <td>493.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(43.070026, -74.994246)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Jefferson</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1682</td>\n",
       "      <td>116538</td>\n",
       "      <td>Rate</td>\n",
       "      <td>508.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>507.8 - &lt;  525.5  : Q3</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>2</td>\n",
       "      <td>(44.019295, -75.898971)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Lewis</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>452</td>\n",
       "      <td>27073</td>\n",
       "      <td>Rate</td>\n",
       "      <td>457.4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(43.785537, -75.446296)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Livingston</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1034</td>\n",
       "      <td>65280</td>\n",
       "      <td>Rate</td>\n",
       "      <td>460.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(42.763754, -77.765392)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Madison</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1294</td>\n",
       "      <td>73333</td>\n",
       "      <td>Rate</td>\n",
       "      <td>509.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>507.8 - &lt;  525.5  : Q3</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>2</td>\n",
       "      <td>(42.986917, -75.720031)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Monroe</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>13023</td>\n",
       "      <td>744549</td>\n",
       "      <td>Rate</td>\n",
       "      <td>510.4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>507.8 - &lt;  525.5  : Q3</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>2</td>\n",
       "      <td>(43.161748, -77.620143)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Montgomery</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>983</td>\n",
       "      <td>50059</td>\n",
       "      <td>Rate</td>\n",
       "      <td>507.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(42.933637, -74.341972)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Nassau</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>25799</td>\n",
       "      <td>1339186</td>\n",
       "      <td>Rate</td>\n",
       "      <td>522.9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>507.8 - &lt;  525.5  : Q3</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>2</td>\n",
       "      <td>(40.715749, -73.601185)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Niagara</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>4246</td>\n",
       "      <td>216199</td>\n",
       "      <td>Rate</td>\n",
       "      <td>516.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>507.8 - &lt;  525.5  : Q3</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>2</td>\n",
       "      <td>(43.134634, -78.856419)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Oneida</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>4486</td>\n",
       "      <td>234592</td>\n",
       "      <td>Rate</td>\n",
       "      <td>508.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>507.8 - &lt;  525.5  : Q3</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>2</td>\n",
       "      <td>(43.149482, -75.361773)</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",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\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>32</th>\n",
       "      <td>Orange</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>5610</td>\n",
       "      <td>373501</td>\n",
       "      <td>Rate</td>\n",
       "      <td>505.5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(41.422459, -74.241929)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Orleans</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>757</td>\n",
       "      <td>42819</td>\n",
       "      <td>Rate</td>\n",
       "      <td>493.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(43.248394, -78.218438)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Oswego</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>2138</td>\n",
       "      <td>122150</td>\n",
       "      <td>Rate</td>\n",
       "      <td>539.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>525.5 +   : Q4</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>3</td>\n",
       "      <td>(43.39123, -76.31133)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Otsego</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1157</td>\n",
       "      <td>62141</td>\n",
       "      <td>Rate</td>\n",
       "      <td>483.9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(42.564852, -75.060334)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Putnam</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1727</td>\n",
       "      <td>99772</td>\n",
       "      <td>Rate</td>\n",
       "      <td>516.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>507.8 - &lt;  525.5  : Q3</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>2</td>\n",
       "      <td>(41.41131, -73.717443)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Rensselaer</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>2978</td>\n",
       "      <td>159337</td>\n",
       "      <td>Rate</td>\n",
       "      <td>544.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>525.5 +   : Q4</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>3</td>\n",
       "      <td>(42.70098, -73.628669)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Rockland</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>5187</td>\n",
       "      <td>312110</td>\n",
       "      <td>Rate</td>\n",
       "      <td>507.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(41.127287, -74.017033)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>St. Lawrence</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1941</td>\n",
       "      <td>111925</td>\n",
       "      <td>Rate</td>\n",
       "      <td>509.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>507.8 - &lt;  525.5  : Q3</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>2</td>\n",
       "      <td>(44.689468, -75.242045)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>Saratoga</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>3852</td>\n",
       "      <td>219841</td>\n",
       "      <td>Rate</td>\n",
       "      <td>505.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(43.00894, -73.786779)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>Schenectady</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>2691</td>\n",
       "      <td>154680</td>\n",
       "      <td>Rate</td>\n",
       "      <td>484.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(42.809233, -73.946838)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Schoharie</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>611</td>\n",
       "      <td>32682</td>\n",
       "      <td>Rate</td>\n",
       "      <td>498.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(42.643426, -74.434606)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>Schuyler</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>398</td>\n",
       "      <td>18366</td>\n",
       "      <td>Rate</td>\n",
       "      <td>546.9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>525.5 +   : Q4</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>3</td>\n",
       "      <td>(42.38593, -76.872032)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>Seneca</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>639</td>\n",
       "      <td>35230</td>\n",
       "      <td>Rate</td>\n",
       "      <td>489.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(42.833627, -76.82753)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>Steuben</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1805</td>\n",
       "      <td>98973</td>\n",
       "      <td>Rate</td>\n",
       "      <td>484.4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(42.270053, -77.324618)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>Suffolk</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>27335</td>\n",
       "      <td>1493470</td>\n",
       "      <td>Rate</td>\n",
       "      <td>540.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>525.5 +   : Q4</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>3</td>\n",
       "      <td>(40.820237, -73.119032)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>Sullivan</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1359</td>\n",
       "      <td>77339</td>\n",
       "      <td>Rate</td>\n",
       "      <td>475.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(41.705166, -74.711705)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>Tioga</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1030</td>\n",
       "      <td>51125</td>\n",
       "      <td>Rate</td>\n",
       "      <td>537.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>525.5 +   : Q4</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>3</td>\n",
       "      <td>(42.120252, -76.29595)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>Tompkins</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1401</td>\n",
       "      <td>101625</td>\n",
       "      <td>Rate</td>\n",
       "      <td>500.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(42.461024, -76.478784)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>Ulster</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>3256</td>\n",
       "      <td>182520</td>\n",
       "      <td>Rate</td>\n",
       "      <td>479.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(41.848374, -74.099412)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>Warren</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1395</td>\n",
       "      <td>65749</td>\n",
       "      <td>Rate</td>\n",
       "      <td>520.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>507.8 - &lt;  525.5  : Q3</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>2</td>\n",
       "      <td>(43.403024, -73.716044)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>Washington</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1315</td>\n",
       "      <td>63188</td>\n",
       "      <td>Rate</td>\n",
       "      <td>564.9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>525.5 +   : Q4</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>3</td>\n",
       "      <td>(43.289513, -73.454761)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>Wayne</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>1756</td>\n",
       "      <td>93621</td>\n",
       "      <td>Rate</td>\n",
       "      <td>525.5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>507.8 - &lt;  525.5  : Q3</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>2</td>\n",
       "      <td>(43.144336, -77.117995)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>Westchester</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>16591</td>\n",
       "      <td>950128</td>\n",
       "      <td>Rate</td>\n",
       "      <td>493.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(41.039278, -73.805386)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>Wyoming</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>857</td>\n",
       "      <td>42106</td>\n",
       "      <td>Rate</td>\n",
       "      <td>588.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>525.5 +   : Q4</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>3</td>\n",
       "      <td>(42.723641, -78.204473)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>Yates</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>484</td>\n",
       "      <td>25375</td>\n",
       "      <td>Rate</td>\n",
       "      <td>499.4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(42.634338, -77.078311)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>Bronx</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>17816</td>\n",
       "      <td>1385141</td>\n",
       "      <td>Rate</td>\n",
       "      <td>464.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(40.85589, -73.868294)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>Kings</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>34142</td>\n",
       "      <td>2509637</td>\n",
       "      <td>Rate</td>\n",
       "      <td>460.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(40.65642, -73.950691)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>New York</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>24574</td>\n",
       "      <td>1590953</td>\n",
       "      <td>Rate</td>\n",
       "      <td>471.9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(40.726966, -74.005966)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>Queens</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>32106</td>\n",
       "      <td>2232970</td>\n",
       "      <td>Rate</td>\n",
       "      <td>445.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0 - &lt;  507.8  : Q1 &amp; Q2</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>1</td>\n",
       "      <td>(40.749338, -73.789673)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>Richmond</td>\n",
       "      <td>1</td>\n",
       "      <td>Cancer Indicators</td>\n",
       "      <td>g1a</td>\n",
       "      <td>Age-adjusted all cancer incidence rate per 100...</td>\n",
       "      <td>8053</td>\n",
       "      <td>468942</td>\n",
       "      <td>Rate</td>\n",
       "      <td>522.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>507.8 - &lt;  525.5  : Q3</td>\n",
       "      <td>2009-2011</td>\n",
       "      <td>Cancer Registry Data as of April, 2014</td>\n",
       "      <td>2</td>\n",
       "      <td>(40.566763, -74.148102)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>62 rows × 17 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     County Name  Health Topic Number       Health Topic Indicator Number  \\\n",
       "0         Albany                    1  Cancer Indicators              g1a   \n",
       "1       Allegany                    1  Cancer Indicators              g1a   \n",
       "2         Broome                    1  Cancer Indicators              g1a   \n",
       "3    Cattaraugus                    1  Cancer Indicators              g1a   \n",
       "4         Cayuga                    1  Cancer Indicators              g1a   \n",
       "5     Chautauqua                    1  Cancer Indicators              g1a   \n",
       "6        Chemung                    1  Cancer Indicators              g1a   \n",
       "7       Chenango                    1  Cancer Indicators              g1a   \n",
       "8        Clinton                    1  Cancer Indicators              g1a   \n",
       "9       Columbia                    1  Cancer Indicators              g1a   \n",
       "10      Cortland                    1  Cancer Indicators              g1a   \n",
       "11      Delaware                    1  Cancer Indicators              g1a   \n",
       "12      Dutchess                    1  Cancer Indicators              g1a   \n",
       "13          Erie                    1  Cancer Indicators              g1a   \n",
       "14         Essex                    1  Cancer Indicators              g1a   \n",
       "15      Franklin                    1  Cancer Indicators              g1a   \n",
       "16        Fulton                    1  Cancer Indicators              g1a   \n",
       "17       Genesee                    1  Cancer Indicators              g1a   \n",
       "18        Greene                    1  Cancer Indicators              g1a   \n",
       "19      Hamilton                    1  Cancer Indicators              g1a   \n",
       "20      Herkimer                    1  Cancer Indicators              g1a   \n",
       "21     Jefferson                    1  Cancer Indicators              g1a   \n",
       "22         Lewis                    1  Cancer Indicators              g1a   \n",
       "23    Livingston                    1  Cancer Indicators              g1a   \n",
       "24       Madison                    1  Cancer Indicators              g1a   \n",
       "25        Monroe                    1  Cancer Indicators              g1a   \n",
       "26    Montgomery                    1  Cancer Indicators              g1a   \n",
       "27        Nassau                    1  Cancer Indicators              g1a   \n",
       "28       Niagara                    1  Cancer Indicators              g1a   \n",
       "29        Oneida                    1  Cancer Indicators              g1a   \n",
       "..           ...                  ...                ...              ...   \n",
       "32        Orange                    1  Cancer Indicators              g1a   \n",
       "33       Orleans                    1  Cancer Indicators              g1a   \n",
       "34        Oswego                    1  Cancer Indicators              g1a   \n",
       "35        Otsego                    1  Cancer Indicators              g1a   \n",
       "36        Putnam                    1  Cancer Indicators              g1a   \n",
       "37    Rensselaer                    1  Cancer Indicators              g1a   \n",
       "38      Rockland                    1  Cancer Indicators              g1a   \n",
       "39  St. Lawrence                    1  Cancer Indicators              g1a   \n",
       "40      Saratoga                    1  Cancer Indicators              g1a   \n",
       "41   Schenectady                    1  Cancer Indicators              g1a   \n",
       "42     Schoharie                    1  Cancer Indicators              g1a   \n",
       "43      Schuyler                    1  Cancer Indicators              g1a   \n",
       "44        Seneca                    1  Cancer Indicators              g1a   \n",
       "45       Steuben                    1  Cancer Indicators              g1a   \n",
       "46       Suffolk                    1  Cancer Indicators              g1a   \n",
       "47      Sullivan                    1  Cancer Indicators              g1a   \n",
       "48         Tioga                    1  Cancer Indicators              g1a   \n",
       "49      Tompkins                    1  Cancer Indicators              g1a   \n",
       "50        Ulster                    1  Cancer Indicators              g1a   \n",
       "51        Warren                    1  Cancer Indicators              g1a   \n",
       "52    Washington                    1  Cancer Indicators              g1a   \n",
       "53         Wayne                    1  Cancer Indicators              g1a   \n",
       "54   Westchester                    1  Cancer Indicators              g1a   \n",
       "55       Wyoming                    1  Cancer Indicators              g1a   \n",
       "56         Yates                    1  Cancer Indicators              g1a   \n",
       "57         Bronx                    1  Cancer Indicators              g1a   \n",
       "58         Kings                    1  Cancer Indicators              g1a   \n",
       "59      New York                    1  Cancer Indicators              g1a   \n",
       "60        Queens                    1  Cancer Indicators              g1a   \n",
       "61      Richmond                    1  Cancer Indicators              g1a   \n",
       "\n",
       "                                            Indicator  Event Count  \\\n",
       "0   Age-adjusted all cancer incidence rate per 100...         5448   \n",
       "1   Age-adjusted all cancer incidence rate per 100...          856   \n",
       "2   Age-adjusted all cancer incidence rate per 100...         3836   \n",
       "3   Age-adjusted all cancer incidence rate per 100...         1564   \n",
       "4   Age-adjusted all cancer incidence rate per 100...         1435   \n",
       "5   Age-adjusted all cancer incidence rate per 100...         2945   \n",
       "6   Age-adjusted all cancer incidence rate per 100...         1806   \n",
       "7   Age-adjusted all cancer incidence rate per 100...         1063   \n",
       "8   Age-adjusted all cancer incidence rate per 100...         1499   \n",
       "9   Age-adjusted all cancer incidence rate per 100...         1289   \n",
       "10  Age-adjusted all cancer incidence rate per 100...          855   \n",
       "11  Age-adjusted all cancer incidence rate per 100...          975   \n",
       "12  Age-adjusted all cancer incidence rate per 100...         5093   \n",
       "13  Age-adjusted all cancer incidence rate per 100...        18693   \n",
       "14  Age-adjusted all cancer incidence rate per 100...          762   \n",
       "15  Age-adjusted all cancer incidence rate per 100...          854   \n",
       "16  Age-adjusted all cancer incidence rate per 100...         1080   \n",
       "17  Age-adjusted all cancer incidence rate per 100...         1218   \n",
       "18  Age-adjusted all cancer incidence rate per 100...         1016   \n",
       "19  Age-adjusted all cancer incidence rate per 100...          127   \n",
       "20  Age-adjusted all cancer incidence rate per 100...         1230   \n",
       "21  Age-adjusted all cancer incidence rate per 100...         1682   \n",
       "22  Age-adjusted all cancer incidence rate per 100...          452   \n",
       "23  Age-adjusted all cancer incidence rate per 100...         1034   \n",
       "24  Age-adjusted all cancer incidence rate per 100...         1294   \n",
       "25  Age-adjusted all cancer incidence rate per 100...        13023   \n",
       "26  Age-adjusted all cancer incidence rate per 100...          983   \n",
       "27  Age-adjusted all cancer incidence rate per 100...        25799   \n",
       "28  Age-adjusted all cancer incidence rate per 100...         4246   \n",
       "29  Age-adjusted all cancer incidence rate per 100...         4486   \n",
       "..                                                ...          ...   \n",
       "32  Age-adjusted all cancer incidence rate per 100...         5610   \n",
       "33  Age-adjusted all cancer incidence rate per 100...          757   \n",
       "34  Age-adjusted all cancer incidence rate per 100...         2138   \n",
       "35  Age-adjusted all cancer incidence rate per 100...         1157   \n",
       "36  Age-adjusted all cancer incidence rate per 100...         1727   \n",
       "37  Age-adjusted all cancer incidence rate per 100...         2978   \n",
       "38  Age-adjusted all cancer incidence rate per 100...         5187   \n",
       "39  Age-adjusted all cancer incidence rate per 100...         1941   \n",
       "40  Age-adjusted all cancer incidence rate per 100...         3852   \n",
       "41  Age-adjusted all cancer incidence rate per 100...         2691   \n",
       "42  Age-adjusted all cancer incidence rate per 100...          611   \n",
       "43  Age-adjusted all cancer incidence rate per 100...          398   \n",
       "44  Age-adjusted all cancer incidence rate per 100...          639   \n",
       "45  Age-adjusted all cancer incidence rate per 100...         1805   \n",
       "46  Age-adjusted all cancer incidence rate per 100...        27335   \n",
       "47  Age-adjusted all cancer incidence rate per 100...         1359   \n",
       "48  Age-adjusted all cancer incidence rate per 100...         1030   \n",
       "49  Age-adjusted all cancer incidence rate per 100...         1401   \n",
       "50  Age-adjusted all cancer incidence rate per 100...         3256   \n",
       "51  Age-adjusted all cancer incidence rate per 100...         1395   \n",
       "52  Age-adjusted all cancer incidence rate per 100...         1315   \n",
       "53  Age-adjusted all cancer incidence rate per 100...         1756   \n",
       "54  Age-adjusted all cancer incidence rate per 100...        16591   \n",
       "55  Age-adjusted all cancer incidence rate per 100...          857   \n",
       "56  Age-adjusted all cancer incidence rate per 100...          484   \n",
       "57  Age-adjusted all cancer incidence rate per 100...        17816   \n",
       "58  Age-adjusted all cancer incidence rate per 100...        34142   \n",
       "59  Age-adjusted all cancer incidence rate per 100...        24574   \n",
       "60  Age-adjusted all cancer incidence rate per 100...        32106   \n",
       "61  Age-adjusted all cancer incidence rate per 100...         8053   \n",
       "\n",
       "    Average Number of Denominator Measure Unit  Percent/Rate  \\\n",
       "0                          304062         Rate         519.6   \n",
       "1                           48899         Rate         498.7   \n",
       "2                          200111         Rate         510.0   \n",
       "3                           80191         Rate         521.7   \n",
       "4                           79969         Rate         488.2   \n",
       "5                          134793         Rate         568.8   \n",
       "6                           88840         Rate         547.4   \n",
       "7                           50384         Rate         542.8   \n",
       "8                           82123         Rate         543.9   \n",
       "9                           62864         Rate         486.2   \n",
       "10                          49348         Rate         528.6   \n",
       "11                          47861         Rate         470.6   \n",
       "12                         297542         Rate         498.8   \n",
       "13                         918704         Rate         551.0   \n",
       "14                          39325         Rate         463.9   \n",
       "15                          51622         Rate         486.1   \n",
       "16                          55403         Rate         512.5   \n",
       "17                          60002         Rate         546.1   \n",
       "18                          49162         Rate         509.3   \n",
       "19                           4829         Rate         490.8   \n",
       "20                          64341         Rate         493.1   \n",
       "21                         116538         Rate         508.3   \n",
       "22                          27073         Rate         457.4   \n",
       "23                          65280         Rate         460.2   \n",
       "24                          73333         Rate         509.3   \n",
       "25                         744549         Rate         510.4   \n",
       "26                          50059         Rate         507.3   \n",
       "27                        1339186         Rate         522.9   \n",
       "28                         216199         Rate         516.0   \n",
       "29                         234592         Rate         508.3   \n",
       "..                            ...          ...           ...   \n",
       "32                         373501         Rate         505.5   \n",
       "33                          42819         Rate         493.1   \n",
       "34                         122150         Rate         539.7   \n",
       "35                          62141         Rate         483.9   \n",
       "36                          99772         Rate         516.3   \n",
       "37                         159337         Rate         544.7   \n",
       "38                         312110         Rate         507.0   \n",
       "39                         111925         Rate         509.0   \n",
       "40                         219841         Rate         505.3   \n",
       "41                         154680         Rate         484.6   \n",
       "42                          32682         Rate         498.3   \n",
       "43                          18366         Rate         546.9   \n",
       "44                          35230         Rate         489.1   \n",
       "45                          98973         Rate         484.4   \n",
       "46                        1493470         Rate         540.8   \n",
       "47                          77339         Rate         475.6   \n",
       "48                          51125         Rate         537.3   \n",
       "49                         101625         Rate         500.6   \n",
       "50                         182520         Rate         479.8   \n",
       "51                          65749         Rate         520.8   \n",
       "52                          63188         Rate         564.9   \n",
       "53                          93621         Rate         525.5   \n",
       "54                         950128         Rate         493.6   \n",
       "55                          42106         Rate         588.3   \n",
       "56                          25375         Rate         499.4   \n",
       "57                        1385141         Rate         464.2   \n",
       "58                        2509637         Rate         460.2   \n",
       "59                        1590953         Rate         471.9   \n",
       "60                        2232970         Rate         445.1   \n",
       "61                         468942         Rate         522.2   \n",
       "\n",
       "    Lower Limit of 95% CI  Upper Limit of 95% CI  Data Comments  \\\n",
       "0                     NaN                    NaN            NaN   \n",
       "1                     NaN                    NaN            NaN   \n",
       "2                     NaN                    NaN            NaN   \n",
       "3                     NaN                    NaN            NaN   \n",
       "4                     NaN                    NaN            NaN   \n",
       "5                     NaN                    NaN            NaN   \n",
       "6                     NaN                    NaN            NaN   \n",
       "7                     NaN                    NaN            NaN   \n",
       "8                     NaN                    NaN            NaN   \n",
       "9                     NaN                    NaN            NaN   \n",
       "10                    NaN                    NaN            NaN   \n",
       "11                    NaN                    NaN            NaN   \n",
       "12                    NaN                    NaN            NaN   \n",
       "13                    NaN                    NaN            NaN   \n",
       "14                    NaN                    NaN            NaN   \n",
       "15                    NaN                    NaN            NaN   \n",
       "16                    NaN                    NaN            NaN   \n",
       "17                    NaN                    NaN            NaN   \n",
       "18                    NaN                    NaN            NaN   \n",
       "19                    NaN                    NaN            NaN   \n",
       "20                    NaN                    NaN            NaN   \n",
       "21                    NaN                    NaN            NaN   \n",
       "22                    NaN                    NaN            NaN   \n",
       "23                    NaN                    NaN            NaN   \n",
       "24                    NaN                    NaN            NaN   \n",
       "25                    NaN                    NaN            NaN   \n",
       "26                    NaN                    NaN            NaN   \n",
       "27                    NaN                    NaN            NaN   \n",
       "28                    NaN                    NaN            NaN   \n",
       "29                    NaN                    NaN            NaN   \n",
       "..                    ...                    ...            ...   \n",
       "32                    NaN                    NaN            NaN   \n",
       "33                    NaN                    NaN            NaN   \n",
       "34                    NaN                    NaN            NaN   \n",
       "35                    NaN                    NaN            NaN   \n",
       "36                    NaN                    NaN            NaN   \n",
       "37                    NaN                    NaN            NaN   \n",
       "38                    NaN                    NaN            NaN   \n",
       "39                    NaN                    NaN            NaN   \n",
       "40                    NaN                    NaN            NaN   \n",
       "41                    NaN                    NaN            NaN   \n",
       "42                    NaN                    NaN            NaN   \n",
       "43                    NaN                    NaN            NaN   \n",
       "44                    NaN                    NaN            NaN   \n",
       "45                    NaN                    NaN            NaN   \n",
       "46                    NaN                    NaN            NaN   \n",
       "47                    NaN                    NaN            NaN   \n",
       "48                    NaN                    NaN            NaN   \n",
       "49                    NaN                    NaN            NaN   \n",
       "50                    NaN                    NaN            NaN   \n",
       "51                    NaN                    NaN            NaN   \n",
       "52                    NaN                    NaN            NaN   \n",
       "53                    NaN                    NaN            NaN   \n",
       "54                    NaN                    NaN            NaN   \n",
       "55                    NaN                    NaN            NaN   \n",
       "56                    NaN                    NaN            NaN   \n",
       "57                    NaN                    NaN            NaN   \n",
       "58                    NaN                    NaN            NaN   \n",
       "59                    NaN                    NaN            NaN   \n",
       "60                    NaN                    NaN            NaN   \n",
       "61                    NaN                    NaN            NaN   \n",
       "\n",
       "                   Quartile Data Years  \\\n",
       "0    507.8 - <  525.5  : Q3  2009-2011   \n",
       "1   0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "2    507.8 - <  525.5  : Q3  2009-2011   \n",
       "3    507.8 - <  525.5  : Q3  2009-2011   \n",
       "4   0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "5            525.5 +   : Q4  2009-2011   \n",
       "6            525.5 +   : Q4  2009-2011   \n",
       "7            525.5 +   : Q4  2009-2011   \n",
       "8            525.5 +   : Q4  2009-2011   \n",
       "9   0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "10           525.5 +   : Q4  2009-2011   \n",
       "11  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "12  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "13           525.5 +   : Q4  2009-2011   \n",
       "14  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "15  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "16   507.8 - <  525.5  : Q3  2009-2011   \n",
       "17           525.5 +   : Q4  2009-2011   \n",
       "18   507.8 - <  525.5  : Q3  2009-2011   \n",
       "19  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "20  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "21   507.8 - <  525.5  : Q3  2009-2011   \n",
       "22  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "23  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "24   507.8 - <  525.5  : Q3  2009-2011   \n",
       "25   507.8 - <  525.5  : Q3  2009-2011   \n",
       "26  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "27   507.8 - <  525.5  : Q3  2009-2011   \n",
       "28   507.8 - <  525.5  : Q3  2009-2011   \n",
       "29   507.8 - <  525.5  : Q3  2009-2011   \n",
       "..                      ...        ...   \n",
       "32  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "33  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "34           525.5 +   : Q4  2009-2011   \n",
       "35  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "36   507.8 - <  525.5  : Q3  2009-2011   \n",
       "37           525.5 +   : Q4  2009-2011   \n",
       "38  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "39   507.8 - <  525.5  : Q3  2009-2011   \n",
       "40  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "41  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "42  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "43           525.5 +   : Q4  2009-2011   \n",
       "44  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "45  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "46           525.5 +   : Q4  2009-2011   \n",
       "47  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "48           525.5 +   : Q4  2009-2011   \n",
       "49  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "50  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "51   507.8 - <  525.5  : Q3  2009-2011   \n",
       "52           525.5 +   : Q4  2009-2011   \n",
       "53   507.8 - <  525.5  : Q3  2009-2011   \n",
       "54  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "55           525.5 +   : Q4  2009-2011   \n",
       "56  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "57  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "58  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "59  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "60  0 - <  507.8  : Q1 & Q2  2009-2011   \n",
       "61   507.8 - <  525.5  : Q3  2009-2011   \n",
       "\n",
       "                               Data Source  Mapping Distribution  \\\n",
       "0   Cancer Registry Data as of April, 2014                     2   \n",
       "1   Cancer Registry Data as of April, 2014                     1   \n",
       "2   Cancer Registry Data as of April, 2014                     2   \n",
       "3   Cancer Registry Data as of April, 2014                     2   \n",
       "4   Cancer Registry Data as of April, 2014                     1   \n",
       "5   Cancer Registry Data as of April, 2014                     3   \n",
       "6   Cancer Registry Data as of April, 2014                     3   \n",
       "7   Cancer Registry Data as of April, 2014                     3   \n",
       "8   Cancer Registry Data as of April, 2014                     3   \n",
       "9   Cancer Registry Data as of April, 2014                     1   \n",
       "10  Cancer Registry Data as of April, 2014                     3   \n",
       "11  Cancer Registry Data as of April, 2014                     1   \n",
       "12  Cancer Registry Data as of April, 2014                     1   \n",
       "13  Cancer Registry Data as of April, 2014                     3   \n",
       "14  Cancer Registry Data as of April, 2014                     1   \n",
       "15  Cancer Registry Data as of April, 2014                     1   \n",
       "16  Cancer Registry Data as of April, 2014                     2   \n",
       "17  Cancer Registry Data as of April, 2014                     3   \n",
       "18  Cancer Registry Data as of April, 2014                     2   \n",
       "19  Cancer Registry Data as of April, 2014                     1   \n",
       "20  Cancer Registry Data as of April, 2014                     1   \n",
       "21  Cancer Registry Data as of April, 2014                     2   \n",
       "22  Cancer Registry Data as of April, 2014                     1   \n",
       "23  Cancer Registry Data as of April, 2014                     1   \n",
       "24  Cancer Registry Data as of April, 2014                     2   \n",
       "25  Cancer Registry Data as of April, 2014                     2   \n",
       "26  Cancer Registry Data as of April, 2014                     1   \n",
       "27  Cancer Registry Data as of April, 2014                     2   \n",
       "28  Cancer Registry Data as of April, 2014                     2   \n",
       "29  Cancer Registry Data as of April, 2014                     2   \n",
       "..                                     ...                   ...   \n",
       "32  Cancer Registry Data as of April, 2014                     1   \n",
       "33  Cancer Registry Data as of April, 2014                     1   \n",
       "34  Cancer Registry Data as of April, 2014                     3   \n",
       "35  Cancer Registry Data as of April, 2014                     1   \n",
       "36  Cancer Registry Data as of April, 2014                     2   \n",
       "37  Cancer Registry Data as of April, 2014                     3   \n",
       "38  Cancer Registry Data as of April, 2014                     1   \n",
       "39  Cancer Registry Data as of April, 2014                     2   \n",
       "40  Cancer Registry Data as of April, 2014                     1   \n",
       "41  Cancer Registry Data as of April, 2014                     1   \n",
       "42  Cancer Registry Data as of April, 2014                     1   \n",
       "43  Cancer Registry Data as of April, 2014                     3   \n",
       "44  Cancer Registry Data as of April, 2014                     1   \n",
       "45  Cancer Registry Data as of April, 2014                     1   \n",
       "46  Cancer Registry Data as of April, 2014                     3   \n",
       "47  Cancer Registry Data as of April, 2014                     1   \n",
       "48  Cancer Registry Data as of April, 2014                     3   \n",
       "49  Cancer Registry Data as of April, 2014                     1   \n",
       "50  Cancer Registry Data as of April, 2014                     1   \n",
       "51  Cancer Registry Data as of April, 2014                     2   \n",
       "52  Cancer Registry Data as of April, 2014                     3   \n",
       "53  Cancer Registry Data as of April, 2014                     2   \n",
       "54  Cancer Registry Data as of April, 2014                     1   \n",
       "55  Cancer Registry Data as of April, 2014                     3   \n",
       "56  Cancer Registry Data as of April, 2014                     1   \n",
       "57  Cancer Registry Data as of April, 2014                     1   \n",
       "58  Cancer Registry Data as of April, 2014                     1   \n",
       "59  Cancer Registry Data as of April, 2014                     1   \n",
       "60  Cancer Registry Data as of April, 2014                     1   \n",
       "61  Cancer Registry Data as of April, 2014                     2   \n",
       "\n",
       "                   Location  \n",
       "0   (42.678066, -73.814233)  \n",
       "1   (42.226801, -78.020567)  \n",
       "2   (42.122015, -75.933191)  \n",
       "3   (42.224267, -78.606673)  \n",
       "4   (42.940095, -76.560755)  \n",
       "5   (42.246904, -79.315313)  \n",
       "6   (42.116644, -76.812331)  \n",
       "7   (42.481798, -75.570013)  \n",
       "8   (44.731944, -73.548883)  \n",
       "9   (42.276913, -73.682168)  \n",
       "10  (42.597101, -76.143291)  \n",
       "11  (42.242972, -74.997944)  \n",
       "12  (41.686216, -73.840468)  \n",
       "13  (42.888143, -78.795544)  \n",
       "14  (44.166026, -73.685145)  \n",
       "15  (44.705699, -74.340621)  \n",
       "16   (43.06014, -74.331296)  \n",
       "17  (43.000121, -78.172679)  \n",
       "18  (42.298326, -73.973376)  \n",
       "19  (43.618468, -74.395268)  \n",
       "20  (43.070026, -74.994246)  \n",
       "21  (44.019295, -75.898971)  \n",
       "22  (43.785537, -75.446296)  \n",
       "23  (42.763754, -77.765392)  \n",
       "24  (42.986917, -75.720031)  \n",
       "25  (43.161748, -77.620143)  \n",
       "26  (42.933637, -74.341972)  \n",
       "27  (40.715749, -73.601185)  \n",
       "28  (43.134634, -78.856419)  \n",
       "29  (43.149482, -75.361773)  \n",
       "..                      ...  \n",
       "32  (41.422459, -74.241929)  \n",
       "33  (43.248394, -78.218438)  \n",
       "34    (43.39123, -76.31133)  \n",
       "35  (42.564852, -75.060334)  \n",
       "36   (41.41131, -73.717443)  \n",
       "37   (42.70098, -73.628669)  \n",
       "38  (41.127287, -74.017033)  \n",
       "39  (44.689468, -75.242045)  \n",
       "40   (43.00894, -73.786779)  \n",
       "41  (42.809233, -73.946838)  \n",
       "42  (42.643426, -74.434606)  \n",
       "43   (42.38593, -76.872032)  \n",
       "44   (42.833627, -76.82753)  \n",
       "45  (42.270053, -77.324618)  \n",
       "46  (40.820237, -73.119032)  \n",
       "47  (41.705166, -74.711705)  \n",
       "48   (42.120252, -76.29595)  \n",
       "49  (42.461024, -76.478784)  \n",
       "50  (41.848374, -74.099412)  \n",
       "51  (43.403024, -73.716044)  \n",
       "52  (43.289513, -73.454761)  \n",
       "53  (43.144336, -77.117995)  \n",
       "54  (41.039278, -73.805386)  \n",
       "55  (42.723641, -78.204473)  \n",
       "56  (42.634338, -77.078311)  \n",
       "57   (40.85589, -73.868294)  \n",
       "58   (40.65642, -73.950691)  \n",
       "59  (40.726966, -74.005966)  \n",
       "60  (40.749338, -73.789673)  \n",
       "61  (40.566763, -74.148102)  \n",
       "\n",
       "[62 rows x 17 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "c"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "cancerData['countyCode'] = cancerData['geoid10'].str.slice(2,5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>geoid10</th>\n",
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       "      <th>...</th>\n",
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       "    <tr>\n",
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       "      <td>360010004032</td>\n",
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       "    <tr>\n",
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       "      <td>360010004033</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>360010004034</td>\n",
       "      <td>1</td>\n",
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       "      <td>1</td>\n",
       "      <td>5</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>360010005011</td>\n",
       "      <td>1</td>\n",
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       "      <td>2</td>\n",
       "      <td>1</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>360010005014</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>360010006003</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>360010007001</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>360010007002</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>360010007003</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>360010007004</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>360010008003</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>360010011001</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>7</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>360010014001</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>360010014002</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>360010014003</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>360010015001</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>360010016001</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>360010016002</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>360010016003</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>360010016004</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>001</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",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\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>13793</th>\n",
       "      <td>361219709003</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>121</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13794</th>\n",
       "      <td>361219710001</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>121</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13795</th>\n",
       "      <td>361219710002</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>121</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13796</th>\n",
       "      <td>361219710003</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>121</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13797</th>\n",
       "      <td>361219710004</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>121</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13798</th>\n",
       "      <td>361219711001</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>121</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13799</th>\n",
       "      <td>361219711002</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>121</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13800</th>\n",
       "      <td>361219711003</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>121</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13801</th>\n",
       "      <td>36121DOH0001</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>121</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13802</th>\n",
       "      <td>361231501001</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>6</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13803</th>\n",
       "      <td>361231501002</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13804</th>\n",
       "      <td>361231501003</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13805</th>\n",
       "      <td>361231501004</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13806</th>\n",
       "      <td>361231501005</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13807</th>\n",
       "      <td>361231501006</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13808</th>\n",
       "      <td>361231502001</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>12</td>\n",
       "      <td>7</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13809</th>\n",
       "      <td>361231502002</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13810</th>\n",
       "      <td>361231502003</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13811</th>\n",
       "      <td>361231503001</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13812</th>\n",
       "      <td>361231503002</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13813</th>\n",
       "      <td>361231503003</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13814</th>\n",
       "      <td>361231503004</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13815</th>\n",
       "      <td>361231504001</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13816</th>\n",
       "      <td>361231504002</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>9</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13817</th>\n",
       "      <td>361231504003</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13818</th>\n",
       "      <td>361231504004</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13819</th>\n",
       "      <td>361231505001</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13820</th>\n",
       "      <td>361231505002</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13821</th>\n",
       "      <td>361231505003</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13822</th>\n",
       "      <td>361231505004</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>-1</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>13823 rows × 75 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            geoid10  observed_Bladder  observed_Bone  observed_Brain  \\\n",
       "0      360010001001                 4              0               0   \n",
       "1      360010001002                 1              0               0   \n",
       "2      360010002001                 1              0               1   \n",
       "3      360010002002                 0              0               0   \n",
       "4      360010003001                 2              0               0   \n",
       "5      360010003002                 0              0               0   \n",
       "6      360010003003                 7              0               2   \n",
       "7      360010003004                 1              0               1   \n",
       "8      360010004011                 6              0               1   \n",
       "9      360010004031                 4              0               0   \n",
       "10     360010004032                 2              0               0   \n",
       "11     360010004033                 2              0               0   \n",
       "12     360010004034                 1              0               1   \n",
       "13     360010005011                 1              0               0   \n",
       "14     360010005014                 1              1               0   \n",
       "15     360010006003                 0              0               2   \n",
       "16     360010007001                 0              0               1   \n",
       "17     360010007002                 0              0               0   \n",
       "18     360010007003                 0              0               0   \n",
       "19     360010007004                 0              1               1   \n",
       "20     360010008003                 0              0               1   \n",
       "21     360010011001                 1              0               1   \n",
       "22     360010014001                 0              1               0   \n",
       "23     360010014002                 0              0               0   \n",
       "24     360010014003                 0              0               0   \n",
       "25     360010015001                 2              0               0   \n",
       "26     360010016001                 0              0               0   \n",
       "27     360010016002                 0              0               0   \n",
       "28     360010016003                 1              0               0   \n",
       "29     360010016004                 1              0               0   \n",
       "...             ...               ...            ...             ...   \n",
       "13793  361219709003                 1              0               0   \n",
       "13794  361219710001                 2              1               0   \n",
       "13795  361219710002                 1              0               2   \n",
       "13796  361219710003                 1              0               0   \n",
       "13797  361219710004                 2              0               2   \n",
       "13798  361219711001                 6              0               0   \n",
       "13799  361219711002                 5              0               1   \n",
       "13800  361219711003                 3              0               1   \n",
       "13801  36121DOH0001                 4              0               0   \n",
       "13802  361231501001                 3              0               1   \n",
       "13803  361231501002                 1              0               0   \n",
       "13804  361231501003                 2              0               0   \n",
       "13805  361231501004                 3              0               0   \n",
       "13806  361231501005                 2              0               0   \n",
       "13807  361231501006                 1              0               3   \n",
       "13808  361231502001                 2              0               3   \n",
       "13809  361231502002                 0              0               1   \n",
       "13810  361231502003                 3              0               0   \n",
       "13811  361231503001                 2              0               0   \n",
       "13812  361231503002                 0              0               2   \n",
       "13813  361231503003                 2              0               0   \n",
       "13814  361231503004                 2              0               0   \n",
       "13815  361231504001                 6              0               0   \n",
       "13816  361231504002                 0              1               2   \n",
       "13817  361231504003                 4              0               1   \n",
       "13818  361231504004                 1              0               1   \n",
       "13819  361231505001                 2              0               0   \n",
       "13820  361231505002                 3              0               0   \n",
       "13821  361231505003                 3              0               0   \n",
       "13822  361231505004                 0              0               0   \n",
       "\n",
       "       observed_Breast  observed_Colorectal  observed_Esophagus  \\\n",
       "0                    0                    1                   0   \n",
       "1                    2                    2                   1   \n",
       "2                    9                    2                   0   \n",
       "3                    3                    2                   0   \n",
       "4                    3                    3                   0   \n",
       "5                    1                    7                   0   \n",
       "6                    2                    4                   2   \n",
       "7                    4                    5                   1   \n",
       "8                   16                   11                   1   \n",
       "9                    7                    2                   0   \n",
       "10                   2                    4                   1   \n",
       "11                   4                    2                   0   \n",
       "12                   5                    2                   1   \n",
       "13                   1                    2                   1   \n",
       "14                   1                    3                   0   \n",
       "15                   0                    1                   0   \n",
       "16                   4                    2                   0   \n",
       "17                   2                    3                   1   \n",
       "18                   6                    4                   1   \n",
       "19                   1                    1                   0   \n",
       "20                   2                    3                   2   \n",
       "21                   4                    7                   2   \n",
       "22                   3                    1                   0   \n",
       "23                   5                    4                   0   \n",
       "24                   4                    0                   1   \n",
       "25                   6                    2                   0   \n",
       "26                   0                    1                   1   \n",
       "27                   4                    1                   1   \n",
       "28                   3                    4                   0   \n",
       "29                   5                    1                   0   \n",
       "...                ...                  ...                 ...   \n",
       "13793                2                    2                   0   \n",
       "13794                3                    6                   0   \n",
       "13795                4                    2                   0   \n",
       "13796                3                    3                   1   \n",
       "13797                4                    2                   0   \n",
       "13798                2                    3                   0   \n",
       "13799                4                    5                   0   \n",
       "13800                5                    2                   0   \n",
       "13801                6                    3                   1   \n",
       "13802                6                    2                   1   \n",
       "13803                2                    3                   1   \n",
       "13804                2                    2                   0   \n",
       "13805                4                    1                   0   \n",
       "13806                2                    3                   0   \n",
       "13807                5                    4                   1   \n",
       "13808               12                    7                   3   \n",
       "13809                5                    1                   0   \n",
       "13810                5                    5                   1   \n",
       "13811                6                    4                   0   \n",
       "13812                3                    6                   1   \n",
       "13813                5                    5                   0   \n",
       "13814                7                    4                   0   \n",
       "13815                6                    2                   0   \n",
       "13816                9                    1                   0   \n",
       "13817                2                    1                   1   \n",
       "13818                3                    2                   0   \n",
       "13819                4                    6                   0   \n",
       "13820                6                    2                   0   \n",
       "13821                5                    7                   0   \n",
       "13822                2                    0                   0   \n",
       "\n",
       "       observed_Kidney  observed_Larynx  observed_Leukemia     ...      \\\n",
       "0                    1                0                  1     ...       \n",
       "1                    0                0                  0     ...       \n",
       "2                    0                1                  1     ...       \n",
       "3                    1                0                  0     ...       \n",
       "4                    2                1                  2     ...       \n",
       "5                    1                2                  0     ...       \n",
       "6                    3                2                  1     ...       \n",
       "7                    0                0                  0     ...       \n",
       "8                    2                0                  4     ...       \n",
       "9                    1                1                  2     ...       \n",
       "10                   2                0                  1     ...       \n",
       "11                   0                1                  0     ...       \n",
       "12                   2                0                  1     ...       \n",
       "13                   0                0                  0     ...       \n",
       "14                   0                0                  0     ...       \n",
       "15                   0                0                  1     ...       \n",
       "16                   2                0                  1     ...       \n",
       "17                   0                1                  0     ...       \n",
       "18                   0                0                  0     ...       \n",
       "19                   1                1                  0     ...       \n",
       "20                   0                0                  0     ...       \n",
       "21                   0                1                  4     ...       \n",
       "22                   2                0                  2     ...       \n",
       "23                   0                0                  0     ...       \n",
       "24                   0                0                  0     ...       \n",
       "25                   1                1                  2     ...       \n",
       "26                   0                0                  0     ...       \n",
       "27                   0                0                  1     ...       \n",
       "28                   0                1                  0     ...       \n",
       "29                   0                1                  0     ...       \n",
       "...                ...              ...                ...     ...       \n",
       "13793                0                0                  0     ...       \n",
       "13794                4                0                  1     ...       \n",
       "13795                0                0                  1     ...       \n",
       "13796                1                0                  0     ...       \n",
       "13797                1                0                  2     ...       \n",
       "13798                4                0                  0     ...       \n",
       "13799                1                0                  2     ...       \n",
       "13800                2                0                  0     ...       \n",
       "13801                4                0                  2     ...       \n",
       "13802                4                1                  0     ...       \n",
       "13803                0                0                  0     ...       \n",
       "13804                0                1                  1     ...       \n",
       "13805                0                0                  1     ...       \n",
       "13806                0                0                  0     ...       \n",
       "13807                1                0                  1     ...       \n",
       "13808                4                0                  3     ...       \n",
       "13809                2                0                  1     ...       \n",
       "13810                1                1                  0     ...       \n",
       "13811                5                0                  1     ...       \n",
       "13812                5                0                  1     ...       \n",
       "13813                1                3                  1     ...       \n",
       "13814                1                0                  2     ...       \n",
       "13815                1                0                  1     ...       \n",
       "13816                1                0                  1     ...       \n",
       "13817                0                0                  2     ...       \n",
       "13818                0                0                  1     ...       \n",
       "13819                1                0                  3     ...       \n",
       "13820                2                1                  2     ...       \n",
       "13821                1                0                  1     ...       \n",
       "13822                2                0                  0     ...       \n",
       "\n",
       "       highlight_Oral  highlight_Ovary  highlight_Pancreas  \\\n",
       "0                   0                0                   0   \n",
       "1                   0                0                   0   \n",
       "2                   0                0                   0   \n",
       "3                   0                0                   0   \n",
       "4                   0                0                   0   \n",
       "5                   0                0                   0   \n",
       "6                   0                0                   0   \n",
       "7                   0                0                   0   \n",
       "8                   0                0                   0   \n",
       "9                   0                0                   0   \n",
       "10                  0                0                   0   \n",
       "11                  0                0                   0   \n",
       "12                  0                0                   0   \n",
       "13                  0                0                   0   \n",
       "14                  0                0                   0   \n",
       "15                  0                0                   0   \n",
       "16                  0                0                   0   \n",
       "17                  0                0                   0   \n",
       "18                  0                0                   0   \n",
       "19                  0                0                   0   \n",
       "20                  0                0                   0   \n",
       "21                  0                0                   0   \n",
       "22                  0                0                   0   \n",
       "23                  0                0                   0   \n",
       "24                  0                0                   0   \n",
       "25                  0                0                   0   \n",
       "26                  0                0                   0   \n",
       "27                  0                0                   0   \n",
       "28                  0                0                   0   \n",
       "29                  0                0                   0   \n",
       "...               ...              ...                 ...   \n",
       "13793               0                0                   0   \n",
       "13794               0                0                   0   \n",
       "13795               0                0                   0   \n",
       "13796               0                0                   0   \n",
       "13797               0                0                   0   \n",
       "13798               0                0                   0   \n",
       "13799               0                0                   0   \n",
       "13800               0                0                   0   \n",
       "13801               0                0                   0   \n",
       "13802               0                0                   0   \n",
       "13803               0                0                   0   \n",
       "13804               0                0                   0   \n",
       "13805               0                0                   0   \n",
       "13806               0                0                   0   \n",
       "13807               0                0                   0   \n",
       "13808               0                0                   0   \n",
       "13809               0                0                   0   \n",
       "13810               0                0                   0   \n",
       "13811               0                0                   0   \n",
       "13812               0                0                   0   \n",
       "13813               0                0                   0   \n",
       "13814               0                0                   0   \n",
       "13815               0                0                   0   \n",
       "13816               0                0                   0   \n",
       "13817               0                0                   0   \n",
       "13818               0                0                   0   \n",
       "13819               0                0                   0   \n",
       "13820               0                0                   0   \n",
       "13821               0                0                   0   \n",
       "13822               0                0                   0   \n",
       "\n",
       "       highlight_Prostate  highlight_Soft_Tissue  highlight_Stomach  \\\n",
       "0                       0                      0                  0   \n",
       "1                       0                      0                  0   \n",
       "2                       0                      0                  0   \n",
       "3                       0                      0                  0   \n",
       "4                       0                      0                  0   \n",
       "5                       0                      0                  0   \n",
       "6                       0                      0                  0   \n",
       "7                       0                      0                  0   \n",
       "8                       0                      0                  0   \n",
       "9                       0                      0                  0   \n",
       "10                      0                      0                  0   \n",
       "11                      0                      0                  0   \n",
       "12                      0                      0                  0   \n",
       "13                      0                      0                  0   \n",
       "14                      0                      0                  0   \n",
       "15                      0                      0                  0   \n",
       "16                      0                      0                  0   \n",
       "17                      0                      0                  0   \n",
       "18                      0                      0                  0   \n",
       "19                      0                      0                  0   \n",
       "20                      0                      0                  0   \n",
       "21                      0                      0                  0   \n",
       "22                      0                      0                  0   \n",
       "23                      0                      0                  0   \n",
       "24                      0                      0                  0   \n",
       "25                      0                      0                  0   \n",
       "26                      0                      0                  0   \n",
       "27                      0                      0                  0   \n",
       "28                      0                      0                  0   \n",
       "29                      0                      0                  0   \n",
       "...                   ...                    ...                ...   \n",
       "13793                   0                      0                 -1   \n",
       "13794                   0                      0                 -1   \n",
       "13795                   0                      0                 -1   \n",
       "13796                   0                      0                 -1   \n",
       "13797                   0                      0                 -1   \n",
       "13798                   0                      0                 -1   \n",
       "13799                   0                      0                 -1   \n",
       "13800                   0                      0                 -1   \n",
       "13801                   0                      0                 -1   \n",
       "13802                   0                      0                 -1   \n",
       "13803                   0                      0                 -1   \n",
       "13804                   0                      0                 -1   \n",
       "13805                   0                      0                 -1   \n",
       "13806                   0                      0                 -1   \n",
       "13807                   0                      0                 -1   \n",
       "13808                   0                      0                 -1   \n",
       "13809                   0                      0                 -1   \n",
       "13810                   0                      0                 -1   \n",
       "13811                   0                      0                 -1   \n",
       "13812                   0                      0                 -1   \n",
       "13813                   0                      0                 -1   \n",
       "13814                   0                      0                 -1   \n",
       "13815                   0                      0                 -1   \n",
       "13816                   0                      0                 -1   \n",
       "13817                   0                      0                 -1   \n",
       "13818                   0                      0                 -1   \n",
       "13819                   0                      0                 -1   \n",
       "13820                   0                      0                 -1   \n",
       "13821                   0                      0                 -1   \n",
       "13822                   0                      0                 -1   \n",
       "\n",
       "       highlight_Testis  highlight_Thyroid  highlight_Uterus  countyCode  \n",
       "0                     0                  0                 0         001  \n",
       "1                     0                  0                 0         001  \n",
       "2                     0                  0                 0         001  \n",
       "3                     0                  0                 0         001  \n",
       "4                     0                  0                 0         001  \n",
       "5                     0                  0                 0         001  \n",
       "6                     0                  0                 0         001  \n",
       "7                     0                  0                 0         001  \n",
       "8                     0                  0                 0         001  \n",
       "9                     0                  0                 0         001  \n",
       "10                    0                  0                 0         001  \n",
       "11                    0                  0                 0         001  \n",
       "12                    0                  0                 0         001  \n",
       "13                    0                  0                 0         001  \n",
       "14                    0                  0                 0         001  \n",
       "15                    0                  0                 0         001  \n",
       "16                    0                  0                 0         001  \n",
       "17                    0                  0                 0         001  \n",
       "18                    0                  0                 0         001  \n",
       "19                    0                  0                 0         001  \n",
       "20                    0                  0                 0         001  \n",
       "21                    0                  0                 0         001  \n",
       "22                    0                  0                 0         001  \n",
       "23                    0                  0                 0         001  \n",
       "24                    0                  0                 0         001  \n",
       "25                    0                  0                 0         001  \n",
       "26                    0                  0                 0         001  \n",
       "27                    0                  0                 0         001  \n",
       "28                    0                  0                 0         001  \n",
       "29                    0                  0                 0         001  \n",
       "...                 ...                ...               ...         ...  \n",
       "13793                 0                 -1                 0         121  \n",
       "13794                 0                 -1                 0         121  \n",
       "13795                 0                 -1                 0         121  \n",
       "13796                 0                 -1                 0         121  \n",
       "13797                 0                 -1                 0         121  \n",
       "13798                 0                 -1                 0         121  \n",
       "13799                 0                 -1                 0         121  \n",
       "13800                 0                 -1                 0         121  \n",
       "13801                 0                 -1                 0         121  \n",
       "13802                 0                  0                 0         123  \n",
       "13803                 0                  0                 0         123  \n",
       "13804                 0                  0                 0         123  \n",
       "13805                 0                  0                 0         123  \n",
       "13806                 0                  0                 0         123  \n",
       "13807                 0                 -1                 0         123  \n",
       "13808                 0                 -1                 0         123  \n",
       "13809                 0                 -1                 0         123  \n",
       "13810                 0                 -1                 0         123  \n",
       "13811                 0                 -1                 0         123  \n",
       "13812                 0                 -1                 0         123  \n",
       "13813                 0                 -1                 0         123  \n",
       "13814                 0                 -1                 0         123  \n",
       "13815                 0                 -1                 0         123  \n",
       "13816                 0                 -1                 0         123  \n",
       "13817                 0                 -1                 0         123  \n",
       "13818                 0                 -1                 0         123  \n",
       "13819                 0                 -1                 0         123  \n",
       "13820                 0                 -1                 0         123  \n",
       "13821                 0                 -1                 0         123  \n",
       "13822                 0                 -1                 0         123  \n",
       "\n",
       "[13823 rows x 75 columns]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cancerData"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(0, 'geoid10'),\n",
       " (1, 'observed_Bladder'),\n",
       " (2, 'observed_Bone'),\n",
       " (3, 'observed_Brain'),\n",
       " (4, 'observed_Breast'),\n",
       " (5, 'observed_Colorectal'),\n",
       " (6, 'observed_Esophagus'),\n",
       " (7, 'observed_Kidney'),\n",
       " (8, 'observed_Larynx'),\n",
       " (9, 'observed_Leukemia'),\n",
       " (10, 'observed_Liver'),\n",
       " (11, 'observed_Lung'),\n",
       " (12, 'observed_Mesothelioma'),\n",
       " (13, 'observed_NHL'),\n",
       " (14, 'observed_Nasal'),\n",
       " (15, 'observed_Oral'),\n",
       " (16, 'observed_Other'),\n",
       " (17, 'observed_Ovary'),\n",
       " (18, 'observed_Pancreas'),\n",
       " (19, 'observed_Prostate'),\n",
       " (20, 'observed_Soft_Tissue'),\n",
       " (21, 'observed_Stomach'),\n",
       " (22, 'observed_Testis'),\n",
       " (23, 'observed_Thyroid'),\n",
       " (24, 'observed_Uterus'),\n",
       " (25, 'observed_Total'),\n",
       " (26, 'expected_Bladder'),\n",
       " (27, 'expected_Bone'),\n",
       " (28, 'expected_Brain'),\n",
       " (29, 'expected_Breast'),\n",
       " (30, 'expected_Colorectal'),\n",
       " (31, 'expected_Esophagus'),\n",
       " (32, 'expected_Kidney'),\n",
       " (33, 'expected_Larynx'),\n",
       " (34, 'expected_Leukemia'),\n",
       " (35, 'expected_Liver'),\n",
       " (36, 'expected_Lung'),\n",
       " (37, 'expected_Mesothelioma'),\n",
       " (38, 'expected_NHL'),\n",
       " (39, 'expected_Nasal'),\n",
       " (40, 'expected_Oral'),\n",
       " (41, 'expected_Other'),\n",
       " (42, 'expected_Ovary'),\n",
       " (43, 'expected_Pancreas'),\n",
       " (44, 'expected_Prostate'),\n",
       " (45, 'expected_Soft_Tissue'),\n",
       " (46, 'expected_Stomach'),\n",
       " (47, 'expected_Testis'),\n",
       " (48, 'expected_Thyroid'),\n",
       " (49, 'expected_Uterus'),\n",
       " (50, 'expected_Total'),\n",
       " (51, 'highlight_Bladder'),\n",
       " (52, 'highlight_Bone'),\n",
       " (53, 'highlight_Brain'),\n",
       " (54, 'highlight_Breast'),\n",
       " (55, 'highlight_Colorectal'),\n",
       " (56, 'highlight_Esophagus'),\n",
       " (57, 'highlight_Kidney'),\n",
       " (58, 'highlight_Larynx'),\n",
       " (59, 'highlight_Leukemia'),\n",
       " (60, 'highlight_Liver'),\n",
       " (61, 'highlight_Lung'),\n",
       " (62, 'highlight_Mesothelioma'),\n",
       " (63, 'highlight_NHL'),\n",
       " (64, 'highlight_Nasal'),\n",
       " (65, 'highlight_Oral'),\n",
       " (66, 'highlight_Ovary'),\n",
       " (67, 'highlight_Pancreas'),\n",
       " (68, 'highlight_Prostate'),\n",
       " (69, 'highlight_Soft_Tissue'),\n",
       " (70, 'highlight_Stomach'),\n",
       " (71, 'highlight_Testis'),\n",
       " (72, 'highlight_Thyroid'),\n",
       " (73, 'highlight_Uterus'),\n",
       " (74, 'countyCode')]"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "list(enumerate(cancerData.columns.values))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "xwalkFile = 'NYSDOH_CancerMapping_Crosswalk_2005_2009.csv'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "xwalk = pd.read_csv(cancerDir + xwalkFile)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>360010004011</td>\n",
       "      <td>360010004011</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>360010004031</td>\n",
       "      <td>360010004031</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>360010004032</td>\n",
       "      <td>360010004032</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>360010004033</td>\n",
       "      <td>360010004033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>360010004034</td>\n",
       "      <td>360010004034</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>360010005011</td>\n",
       "      <td>360010005011</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>360010005014</td>\n",
       "      <td>360010005014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>360010006003</td>\n",
       "      <td>360010006003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>360010007001</td>\n",
       "      <td>360010007001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>360010007002</td>\n",
       "      <td>360010007002</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>360010007003</td>\n",
       "      <td>360010007003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>360010007004</td>\n",
       "      <td>360010007004</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>360010008003</td>\n",
       "      <td>360010008003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>360010011001</td>\n",
       "      <td>360010011001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>360010014001</td>\n",
       "      <td>360010014001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>360010014002</td>\n",
       "      <td>360010014002</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>360010014003</td>\n",
       "      <td>360010014003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>360010015001</td>\n",
       "      <td>360010015001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>360010016001</td>\n",
       "      <td>360010016001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>360010016002</td>\n",
       "      <td>360010016002</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>360010016003</td>\n",
       "      <td>360010016003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>360010016004</td>\n",
       "      <td>360010016004</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15164</th>\n",
       "      <td>360670018001</td>\n",
       "      <td>36067DOH0004</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15165</th>\n",
       "      <td>360670018002</td>\n",
       "      <td>36067DOH0004</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15166</th>\n",
       "      <td>360810409003</td>\n",
       "      <td>36081DOH0089</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15167</th>\n",
       "      <td>360810409004</td>\n",
       "      <td>36081DOH0089</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15168</th>\n",
       "      <td>361190011011</td>\n",
       "      <td>36119DOH0010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15169</th>\n",
       "      <td>361190011012</td>\n",
       "      <td>36119DOH0010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15170</th>\n",
       "      <td>360290046012</td>\n",
       "      <td>36029DOH0016</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15171</th>\n",
       "      <td>360290046014</td>\n",
       "      <td>36029DOH0016</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15172</th>\n",
       "      <td>360050229011</td>\n",
       "      <td>36005DOH0102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15173</th>\n",
       "      <td>360050229013</td>\n",
       "      <td>36005DOH0102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15174</th>\n",
       "      <td>360050397001</td>\n",
       "      <td>36005DOH0170</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15175</th>\n",
       "      <td>360050397002</td>\n",
       "      <td>36005DOH0170</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15176</th>\n",
       "      <td>360550095001</td>\n",
       "      <td>36055DOH0053</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15177</th>\n",
       "      <td>360550095003</td>\n",
       "      <td>36055DOH0053</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15178</th>\n",
       "      <td>360610172001</td>\n",
       "      <td>36061DOH0053</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15179</th>\n",
       "      <td>360610172005</td>\n",
       "      <td>36061DOH0053</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15180</th>\n",
       "      <td>360810469003</td>\n",
       "      <td>36081DOH0097</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15181</th>\n",
       "      <td>360810469004</td>\n",
       "      <td>36081DOH0097</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15182</th>\n",
       "      <td>360810485001</td>\n",
       "      <td>36081DOH0099</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15183</th>\n",
       "      <td>360810485002</td>\n",
       "      <td>36081DOH0099</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15184</th>\n",
       "      <td>361090002001</td>\n",
       "      <td>36109DOH0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15185</th>\n",
       "      <td>361090002002</td>\n",
       "      <td>36109DOH0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15186</th>\n",
       "      <td>361090002003</td>\n",
       "      <td>36109DOH0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15187</th>\n",
       "      <td>361090013002</td>\n",
       "      <td>36109DOH0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15188</th>\n",
       "      <td>361090013004</td>\n",
       "      <td>36109DOH0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15189</th>\n",
       "      <td>361090013005</td>\n",
       "      <td>36109DOH0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15190</th>\n",
       "      <td>361090003001</td>\n",
       "      <td>36109DOH0002</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15191</th>\n",
       "      <td>361090004001</td>\n",
       "      <td>36109DOH0002</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15192</th>\n",
       "      <td>360050236001</td>\n",
       "      <td>36005DOH0108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15193</th>\n",
       "      <td>360050236002</td>\n",
       "      <td>36005DOH0108</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>15194 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            geoid10     dohregion\n",
       "0      360010001001  360010001001\n",
       "1      360010001002  360010001002\n",
       "2      360010002001  360010002001\n",
       "3      360010002002  360010002002\n",
       "4      360010003001  360010003001\n",
       "5      360010003002  360010003002\n",
       "6      360010003003  360010003003\n",
       "7      360010003004  360010003004\n",
       "8      360010004011  360010004011\n",
       "9      360010004031  360010004031\n",
       "10     360010004032  360010004032\n",
       "11     360010004033  360010004033\n",
       "12     360010004034  360010004034\n",
       "13     360010005011  360010005011\n",
       "14     360010005014  360010005014\n",
       "15     360010006003  360010006003\n",
       "16     360010007001  360010007001\n",
       "17     360010007002  360010007002\n",
       "18     360010007003  360010007003\n",
       "19     360010007004  360010007004\n",
       "20     360010008003  360010008003\n",
       "21     360010011001  360010011001\n",
       "22     360010014001  360010014001\n",
       "23     360010014002  360010014002\n",
       "24     360010014003  360010014003\n",
       "25     360010015001  360010015001\n",
       "26     360010016001  360010016001\n",
       "27     360010016002  360010016002\n",
       "28     360010016003  360010016003\n",
       "29     360010016004  360010016004\n",
       "...             ...           ...\n",
       "15164  360670018001  36067DOH0004\n",
       "15165  360670018002  36067DOH0004\n",
       "15166  360810409003  36081DOH0089\n",
       "15167  360810409004  36081DOH0089\n",
       "15168  361190011011  36119DOH0010\n",
       "15169  361190011012  36119DOH0010\n",
       "15170  360290046012  36029DOH0016\n",
       "15171  360290046014  36029DOH0016\n",
       "15172  360050229011  36005DOH0102\n",
       "15173  360050229013  36005DOH0102\n",
       "15174  360050397001  36005DOH0170\n",
       "15175  360050397002  36005DOH0170\n",
       "15176  360550095001  36055DOH0053\n",
       "15177  360550095003  36055DOH0053\n",
       "15178  360610172001  36061DOH0053\n",
       "15179  360610172005  36061DOH0053\n",
       "15180  360810469003  36081DOH0097\n",
       "15181  360810469004  36081DOH0097\n",
       "15182  360810485001  36081DOH0099\n",
       "15183  360810485002  36081DOH0099\n",
       "15184  361090002001  36109DOH0001\n",
       "15185  361090002002  36109DOH0001\n",
       "15186  361090002003  36109DOH0001\n",
       "15187  361090013002  36109DOH0001\n",
       "15188  361090013004  36109DOH0001\n",
       "15189  361090013005  36109DOH0001\n",
       "15190  361090003001  36109DOH0002\n",
       "15191  361090004001  36109DOH0002\n",
       "15192  360050236001  36005DOH0108\n",
       "15193  360050236002  36005DOH0108\n",
       "\n",
       "[15194 rows x 2 columns]"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "xwalk"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "byCounty = cancerData.groupby('countyCode')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<pandas.core.groupby.DataFrameGroupBy object at 0x105be0790>"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "byCounty"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "countyCode\n",
       "001     498\n",
       "003      79\n",
       "005     804\n",
       "007     328\n",
       "009     135\n",
       "011     113\n",
       "013     265\n",
       "015     175\n",
       "017      94\n",
       "019     127\n",
       "021     120\n",
       "023      84\n",
       "025      94\n",
       "027     446\n",
       "029    1786\n",
       "031      72\n",
       "033      79\n",
       "035     111\n",
       "037      90\n",
       "039     107\n",
       "041       9\n",
       "043     135\n",
       "045     160\n",
       "047    2052\n",
       "049      31\n",
       "051     104\n",
       "053     122\n",
       "055    1087\n",
       "057      95\n",
       "059    2259\n",
       "       ... \n",
       "065     441\n",
       "067     717\n",
       "069     175\n",
       "071     450\n",
       "073      69\n",
       "075     189\n",
       "077     101\n",
       "079     128\n",
       "081    2186\n",
       "083     243\n",
       "085     654\n",
       "087     394\n",
       "089     182\n",
       "091     372\n",
       "093     259\n",
       "095      51\n",
       "097      23\n",
       "099      68\n",
       "101     164\n",
       "103    2233\n",
       "105     124\n",
       "107      92\n",
       "109     127\n",
       "111     276\n",
       "113     145\n",
       "115     118\n",
       "117     156\n",
       "119    1269\n",
       "121      98\n",
       "123      42\n",
       "Name: observed_Bladder, dtype: int64"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "byCounty['observed_Bladder'].aggregate(np.sum)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "# analysis = cancerData[list(cancerData.columns[0:26]) + [cancerData.columns[-1]]]\n",
    "analysis = cancerData[[cancerData.columns[-1]] + [cancerData.columns[0]] + list(cancerData.columns[1:26])]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>countyCode</th>\n",
       "      <th>geoid10</th>\n",
       "      <th>observed_Bladder</th>\n",
       "      <th>observed_Bone</th>\n",
       "      <th>observed_Brain</th>\n",
       "      <th>observed_Breast</th>\n",
       "      <th>observed_Colorectal</th>\n",
       "      <th>observed_Esophagus</th>\n",
       "      <th>observed_Kidney</th>\n",
       "      <th>observed_Larynx</th>\n",
       "      <th>...</th>\n",
       "      <th>observed_Other</th>\n",
       "      <th>observed_Ovary</th>\n",
       "      <th>observed_Pancreas</th>\n",
       "      <th>observed_Prostate</th>\n",
       "      <th>observed_Soft_Tissue</th>\n",
       "      <th>observed_Stomach</th>\n",
       "      <th>observed_Testis</th>\n",
       "      <th>observed_Thyroid</th>\n",
       "      <th>observed_Uterus</th>\n",
       "      <th>observed_Total</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>001</td>\n",
       "      <td>360010001001</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>001</td>\n",
       "      <td>360010001002</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>001</td>\n",
       "      <td>360010002001</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>001</td>\n",
       "      <td>360010002002</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>001</td>\n",
       "      <td>360010003001</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>001</td>\n",
       "      <td>360010003002</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>001</td>\n",
       "      <td>360010003003</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>001</td>\n",
       "      <td>360010003004</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>001</td>\n",
       "      <td>360010004011</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>16</td>\n",
       "      <td>11</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>23</td>\n",
       "      <td>2</td>\n",
       "      <td>6</td>\n",
       "      <td>9</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>001</td>\n",
       "      <td>360010004031</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>001</td>\n",
       "      <td>360010004032</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>001</td>\n",
       "      <td>360010004033</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>001</td>\n",
       "      <td>360010004034</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>001</td>\n",
       "      <td>360010005011</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>001</td>\n",
       "      <td>360010005014</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>001</td>\n",
       "      <td>360010006003</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>001</td>\n",
       "      <td>360010007001</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>001</td>\n",
       "      <td>360010007002</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>001</td>\n",
       "      <td>360010007003</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>001</td>\n",
       "      <td>360010007004</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>001</td>\n",
       "      <td>360010008003</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>001</td>\n",
       "      <td>360010011001</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>7</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>69</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>001</td>\n",
       "      <td>360010014001</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>001</td>\n",
       "      <td>360010014002</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>001</td>\n",
       "      <td>360010014003</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>001</td>\n",
       "      <td>360010015001</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>001</td>\n",
       "      <td>360010016001</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>001</td>\n",
       "      <td>360010016002</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>001</td>\n",
       "      <td>360010016003</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>001</td>\n",
       "      <td>360010016004</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>26</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",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\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>13793</th>\n",
       "      <td>121</td>\n",
       "      <td>361219709003</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13794</th>\n",
       "      <td>121</td>\n",
       "      <td>361219710001</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13795</th>\n",
       "      <td>121</td>\n",
       "      <td>361219710002</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13796</th>\n",
       "      <td>121</td>\n",
       "      <td>361219710003</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13797</th>\n",
       "      <td>121</td>\n",
       "      <td>361219710004</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13798</th>\n",
       "      <td>121</td>\n",
       "      <td>361219711001</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13799</th>\n",
       "      <td>121</td>\n",
       "      <td>361219711002</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13800</th>\n",
       "      <td>121</td>\n",
       "      <td>361219711003</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13801</th>\n",
       "      <td>121</td>\n",
       "      <td>36121DOH0001</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13802</th>\n",
       "      <td>123</td>\n",
       "      <td>361231501001</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>6</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13803</th>\n",
       "      <td>123</td>\n",
       "      <td>361231501002</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13804</th>\n",
       "      <td>123</td>\n",
       "      <td>361231501003</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13805</th>\n",
       "      <td>123</td>\n",
       "      <td>361231501004</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13806</th>\n",
       "      <td>123</td>\n",
       "      <td>361231501005</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13807</th>\n",
       "      <td>123</td>\n",
       "      <td>361231501006</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13808</th>\n",
       "      <td>123</td>\n",
       "      <td>361231502001</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>12</td>\n",
       "      <td>7</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>6</td>\n",
       "      <td>97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13809</th>\n",
       "      <td>123</td>\n",
       "      <td>361231502002</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13810</th>\n",
       "      <td>123</td>\n",
       "      <td>361231502003</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13811</th>\n",
       "      <td>123</td>\n",
       "      <td>361231503001</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13812</th>\n",
       "      <td>123</td>\n",
       "      <td>361231503002</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13813</th>\n",
       "      <td>123</td>\n",
       "      <td>361231503003</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13814</th>\n",
       "      <td>123</td>\n",
       "      <td>361231503004</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13815</th>\n",
       "      <td>123</td>\n",
       "      <td>361231504001</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13816</th>\n",
       "      <td>123</td>\n",
       "      <td>361231504002</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>9</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13817</th>\n",
       "      <td>123</td>\n",
       "      <td>361231504003</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13818</th>\n",
       "      <td>123</td>\n",
       "      <td>361231504004</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13819</th>\n",
       "      <td>123</td>\n",
       "      <td>361231505001</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13820</th>\n",
       "      <td>123</td>\n",
       "      <td>361231505002</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>9</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13821</th>\n",
       "      <td>123</td>\n",
       "      <td>361231505003</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13822</th>\n",
       "      <td>123</td>\n",
       "      <td>361231505004</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>13823 rows × 27 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      countyCode       geoid10  observed_Bladder  observed_Bone  \\\n",
       "0            001  360010001001                 4              0   \n",
       "1            001  360010001002                 1              0   \n",
       "2            001  360010002001                 1              0   \n",
       "3            001  360010002002                 0              0   \n",
       "4            001  360010003001                 2              0   \n",
       "5            001  360010003002                 0              0   \n",
       "6            001  360010003003                 7              0   \n",
       "7            001  360010003004                 1              0   \n",
       "8            001  360010004011                 6              0   \n",
       "9            001  360010004031                 4              0   \n",
       "10           001  360010004032                 2              0   \n",
       "11           001  360010004033                 2              0   \n",
       "12           001  360010004034                 1              0   \n",
       "13           001  360010005011                 1              0   \n",
       "14           001  360010005014                 1              1   \n",
       "15           001  360010006003                 0              0   \n",
       "16           001  360010007001                 0              0   \n",
       "17           001  360010007002                 0              0   \n",
       "18           001  360010007003                 0              0   \n",
       "19           001  360010007004                 0              1   \n",
       "20           001  360010008003                 0              0   \n",
       "21           001  360010011001                 1              0   \n",
       "22           001  360010014001                 0              1   \n",
       "23           001  360010014002                 0              0   \n",
       "24           001  360010014003                 0              0   \n",
       "25           001  360010015001                 2              0   \n",
       "26           001  360010016001                 0              0   \n",
       "27           001  360010016002                 0              0   \n",
       "28           001  360010016003                 1              0   \n",
       "29           001  360010016004                 1              0   \n",
       "...          ...           ...               ...            ...   \n",
       "13793        121  361219709003                 1              0   \n",
       "13794        121  361219710001                 2              1   \n",
       "13795        121  361219710002                 1              0   \n",
       "13796        121  361219710003                 1              0   \n",
       "13797        121  361219710004                 2              0   \n",
       "13798        121  361219711001                 6              0   \n",
       "13799        121  361219711002                 5              0   \n",
       "13800        121  361219711003                 3              0   \n",
       "13801        121  36121DOH0001                 4              0   \n",
       "13802        123  361231501001                 3              0   \n",
       "13803        123  361231501002                 1              0   \n",
       "13804        123  361231501003                 2              0   \n",
       "13805        123  361231501004                 3              0   \n",
       "13806        123  361231501005                 2              0   \n",
       "13807        123  361231501006                 1              0   \n",
       "13808        123  361231502001                 2              0   \n",
       "13809        123  361231502002                 0              0   \n",
       "13810        123  361231502003                 3              0   \n",
       "13811        123  361231503001                 2              0   \n",
       "13812        123  361231503002                 0              0   \n",
       "13813        123  361231503003                 2              0   \n",
       "13814        123  361231503004                 2              0   \n",
       "13815        123  361231504001                 6              0   \n",
       "13816        123  361231504002                 0              1   \n",
       "13817        123  361231504003                 4              0   \n",
       "13818        123  361231504004                 1              0   \n",
       "13819        123  361231505001                 2              0   \n",
       "13820        123  361231505002                 3              0   \n",
       "13821        123  361231505003                 3              0   \n",
       "13822        123  361231505004                 0              0   \n",
       "\n",
       "       observed_Brain  observed_Breast  observed_Colorectal  \\\n",
       "0                   0                0                    1   \n",
       "1                   0                2                    2   \n",
       "2                   1                9                    2   \n",
       "3                   0                3                    2   \n",
       "4                   0                3                    3   \n",
       "5                   0                1                    7   \n",
       "6                   2                2                    4   \n",
       "7                   1                4                    5   \n",
       "8                   1               16                   11   \n",
       "9                   0                7                    2   \n",
       "10                  0                2                    4   \n",
       "11                  0                4                    2   \n",
       "12                  1                5                    2   \n",
       "13                  0                1                    2   \n",
       "14                  0                1                    3   \n",
       "15                  2                0                    1   \n",
       "16                  1                4                    2   \n",
       "17                  0                2                    3   \n",
       "18                  0                6                    4   \n",
       "19                  1                1                    1   \n",
       "20                  1                2                    3   \n",
       "21                  1                4                    7   \n",
       "22                  0                3                    1   \n",
       "23                  0                5                    4   \n",
       "24                  0                4                    0   \n",
       "25                  0                6                    2   \n",
       "26                  0                0                    1   \n",
       "27                  0                4                    1   \n",
       "28                  0                3                    4   \n",
       "29                  0                5                    1   \n",
       "...               ...              ...                  ...   \n",
       "13793               0                2                    2   \n",
       "13794               0                3                    6   \n",
       "13795               2                4                    2   \n",
       "13796               0                3                    3   \n",
       "13797               2                4                    2   \n",
       "13798               0                2                    3   \n",
       "13799               1                4                    5   \n",
       "13800               1                5                    2   \n",
       "13801               0                6                    3   \n",
       "13802               1                6                    2   \n",
       "13803               0                2                    3   \n",
       "13804               0                2                    2   \n",
       "13805               0                4                    1   \n",
       "13806               0                2                    3   \n",
       "13807               3                5                    4   \n",
       "13808               3               12                    7   \n",
       "13809               1                5                    1   \n",
       "13810               0                5                    5   \n",
       "13811               0                6                    4   \n",
       "13812               2                3                    6   \n",
       "13813               0                5                    5   \n",
       "13814               0                7                    4   \n",
       "13815               0                6                    2   \n",
       "13816               2                9                    1   \n",
       "13817               1                2                    1   \n",
       "13818               1                3                    2   \n",
       "13819               0                4                    6   \n",
       "13820               0                6                    2   \n",
       "13821               0                5                    7   \n",
       "13822               0                2                    0   \n",
       "\n",
       "       observed_Esophagus  observed_Kidney  observed_Larynx       ...        \\\n",
       "0                       0                1                0       ...         \n",
       "1                       1                0                0       ...         \n",
       "2                       0                0                1       ...         \n",
       "3                       0                1                0       ...         \n",
       "4                       0                2                1       ...         \n",
       "5                       0                1                2       ...         \n",
       "6                       2                3                2       ...         \n",
       "7                       1                0                0       ...         \n",
       "8                       1                2                0       ...         \n",
       "9                       0                1                1       ...         \n",
       "10                      1                2                0       ...         \n",
       "11                      0                0                1       ...         \n",
       "12                      1                2                0       ...         \n",
       "13                      1                0                0       ...         \n",
       "14                      0                0                0       ...         \n",
       "15                      0                0                0       ...         \n",
       "16                      0                2                0       ...         \n",
       "17                      1                0                1       ...         \n",
       "18                      1                0                0       ...         \n",
       "19                      0                1                1       ...         \n",
       "20                      2                0                0       ...         \n",
       "21                      2                0                1       ...         \n",
       "22                      0                2                0       ...         \n",
       "23                      0                0                0       ...         \n",
       "24                      1                0                0       ...         \n",
       "25                      0                1                1       ...         \n",
       "26                      1                0                0       ...         \n",
       "27                      1                0                0       ...         \n",
       "28                      0                0                1       ...         \n",
       "29                      0                0                1       ...         \n",
       "...                   ...              ...              ...       ...         \n",
       "13793                   0                0                0       ...         \n",
       "13794                   0                4                0       ...         \n",
       "13795                   0                0                0       ...         \n",
       "13796                   1                1                0       ...         \n",
       "13797                   0                1                0       ...         \n",
       "13798                   0                4                0       ...         \n",
       "13799                   0                1                0       ...         \n",
       "13800                   0                2                0       ...         \n",
       "13801                   1                4                0       ...         \n",
       "13802                   1                4                1       ...         \n",
       "13803                   1                0                0       ...         \n",
       "13804                   0                0                1       ...         \n",
       "13805                   0                0                0       ...         \n",
       "13806                   0                0                0       ...         \n",
       "13807                   1                1                0       ...         \n",
       "13808                   3                4                0       ...         \n",
       "13809                   0                2                0       ...         \n",
       "13810                   1                1                1       ...         \n",
       "13811                   0                5                0       ...         \n",
       "13812                   1                5                0       ...         \n",
       "13813                   0                1                3       ...         \n",
       "13814                   0                1                0       ...         \n",
       "13815                   0                1                0       ...         \n",
       "13816                   0                1                0       ...         \n",
       "13817                   1                0                0       ...         \n",
       "13818                   0                0                0       ...         \n",
       "13819                   0                1                0       ...         \n",
       "13820                   0                2                1       ...         \n",
       "13821                   0                1                0       ...         \n",
       "13822                   0                2                0       ...         \n",
       "\n",
       "       observed_Other  observed_Ovary  observed_Pancreas  observed_Prostate  \\\n",
       "0                   6               0                  0                  5   \n",
       "1                   5               1                  0                  3   \n",
       "2                   4               0                  1                  6   \n",
       "3                   5               0                  0                  2   \n",
       "4                   2               0                  0                  8   \n",
       "5                   7               1                  1                  4   \n",
       "6                  10               3                  1                 12   \n",
       "7                   3               1                  1                  5   \n",
       "8                  23               2                  6                  9   \n",
       "9                   6               0                  0                  4   \n",
       "10                  7               0                  1                  8   \n",
       "11                  3               0                  0                  5   \n",
       "12                  4               2                  1                 11   \n",
       "13                  2               0                  1                  1   \n",
       "14                  4               0                  0                  4   \n",
       "15                  2               1                  0                  2   \n",
       "16                  2               0                  0                  4   \n",
       "17                  4               0                  0                  1   \n",
       "18                  3               0                  1                  5   \n",
       "19                  6               0                  1                  3   \n",
       "20                  2               0                  1                  1   \n",
       "21                  9               0                  2                 10   \n",
       "22                  3               0                  1                  2   \n",
       "23                  3               1                  2                  3   \n",
       "24                  2               0                  0                  2   \n",
       "25                  7               0                  1                  2   \n",
       "26                  4               1                  0                  2   \n",
       "27                  1               0                  2                  4   \n",
       "28                  1               0                  1                  2   \n",
       "29                  5               1                  1                  4   \n",
       "...               ...             ...                ...                ...   \n",
       "13793               4               0                  0                  6   \n",
       "13794               5               0                  4                  5   \n",
       "13795               2               0                  2                  7   \n",
       "13796               6               0                  0                  8   \n",
       "13797               6               3                  0                  7   \n",
       "13798               0               0                  0                  3   \n",
       "13799               1               0                  0                  4   \n",
       "13800               4               0                  0                  8   \n",
       "13801               2               1                  0                  5   \n",
       "13802               5               0                  1                  0   \n",
       "13803               5               3                  1                  4   \n",
       "13804               3               1                  1                  3   \n",
       "13805               3               0                  1                  3   \n",
       "13806               3               0                  1                  5   \n",
       "13807               5               0                  0                  4   \n",
       "13808              15               2                  1                  8   \n",
       "13809               3               1                  1                  8   \n",
       "13810               5               0                  2                  5   \n",
       "13811               5               1                  0                  4   \n",
       "13812               6               0                  1                  0   \n",
       "13813               5               0                  0                  4   \n",
       "13814               4               0                  2                  3   \n",
       "13815               2               0                  1                  4   \n",
       "13816               5               1                  0                  6   \n",
       "13817               9               0                  0                 12   \n",
       "13818               2               0                  1                  0   \n",
       "13819               1               0                  1                  5   \n",
       "13820               3               0                  0                  9   \n",
       "13821               4               2                  3                  5   \n",
       "13822               2               0                  0                  6   \n",
       "\n",
       "       observed_Soft_Tissue  observed_Stomach  observed_Testis  \\\n",
       "0                         0                 1                1   \n",
       "1                         0                 1                0   \n",
       "2                         0                 1                0   \n",
       "3                         0                 1                0   \n",
       "4                         0                 0                1   \n",
       "5                         0                 0                0   \n",
       "6                         1                 2                0   \n",
       "7                         0                 1                0   \n",
       "8                         2                 1                0   \n",
       "9                         1                 1                0   \n",
       "10                        0                 0                1   \n",
       "11                        0                 1                1   \n",
       "12                        0                 0                1   \n",
       "13                        0                 0                0   \n",
       "14                        0                 1                0   \n",
       "15                        0                 0                0   \n",
       "16                        0                 0                0   \n",
       "17                        0                 1                0   \n",
       "18                        0                 1                0   \n",
       "19                        0                 0                0   \n",
       "20                        0                 0                0   \n",
       "21                        0                 1                0   \n",
       "22                        0                 2                1   \n",
       "23                        0                 0                0   \n",
       "24                        0                 1                0   \n",
       "25                        1                 0                0   \n",
       "26                        0                 0                0   \n",
       "27                        0                 0                0   \n",
       "28                        0                 0                0   \n",
       "29                        0                 0                0   \n",
       "...                     ...               ...              ...   \n",
       "13793                     0                 0                0   \n",
       "13794                     0                 0                0   \n",
       "13795                     0                 0                1   \n",
       "13796                     1                 0                0   \n",
       "13797                     1                 0                0   \n",
       "13798                     0                 0                0   \n",
       "13799                     0                 1                0   \n",
       "13800                     0                 0                0   \n",
       "13801                     0                 1                0   \n",
       "13802                     0                 1                0   \n",
       "13803                     0                 0                0   \n",
       "13804                     1                 0                0   \n",
       "13805                     0                 0                0   \n",
       "13806                     1                 0                0   \n",
       "13807                     0                 1                0   \n",
       "13808                     1                 0                0   \n",
       "13809                     1                 0                0   \n",
       "13810                     0                 2                0   \n",
       "13811                     2                 0                0   \n",
       "13812                     1                 0                0   \n",
       "13813                     0                 0                0   \n",
       "13814                     0                 0                0   \n",
       "13815                     0                 0                0   \n",
       "13816                     0                 0                0   \n",
       "13817                     0                 0                0   \n",
       "13818                     0                 0                0   \n",
       "13819                     0                 1                1   \n",
       "13820                     2                 0                0   \n",
       "13821                     0                 0                1   \n",
       "13822                     1                 1                0   \n",
       "\n",
       "       observed_Thyroid  observed_Uterus  observed_Total  \n",
       "0                     0                1              31  \n",
       "1                     0                0              22  \n",
       "2                     0                3              51  \n",
       "3                     0                0              20  \n",
       "4                     2                0              32  \n",
       "5                     1                1              38  \n",
       "6                     1                0              71  \n",
       "7                     0                2              32  \n",
       "8                     0                6             108  \n",
       "9                     0                2              42  \n",
       "10                    4                1              43  \n",
       "11                    0                0              25  \n",
       "12                    1                0              41  \n",
       "13                    0                2              13  \n",
       "14                    0                2              25  \n",
       "15                    0                0              19  \n",
       "16                    3                1              25  \n",
       "17                    0                0              17  \n",
       "18                    0                0              29  \n",
       "19                    1                0              20  \n",
       "20                    0                0              16  \n",
       "21                    2                1              69  \n",
       "22                    1                0              23  \n",
       "23                    0                0              20  \n",
       "24                    1                1              16  \n",
       "25                    0                1              33  \n",
       "26                    1                0              13  \n",
       "27                    0                0              17  \n",
       "28                    1                0              20  \n",
       "29                    0                0              26  \n",
       "...                 ...              ...             ...  \n",
       "13793                 1                2              26  \n",
       "13794                 0                0              39  \n",
       "13795                 0                0              25  \n",
       "13796                 2                0              29  \n",
       "13797                 0                1              39  \n",
       "13798                 2                1              24  \n",
       "13799                 0                0              35  \n",
       "13800                 1                0              29  \n",
       "13801                 1                2              36  \n",
       "13802                 1                3              35  \n",
       "13803                 1                0              25  \n",
       "13804                 0                1              24  \n",
       "13805                 0                1              22  \n",
       "13806                 1                2              25  \n",
       "13807                 1                1              38  \n",
       "13808                 2                6              97  \n",
       "13809                 0                1              32  \n",
       "13810                 1                2              44  \n",
       "13811                 1                2              48  \n",
       "13812                 0                3              40  \n",
       "13813                 1                1              36  \n",
       "13814                 1                2              37  \n",
       "13815                 0                0              31  \n",
       "13816                 0                0              31  \n",
       "13817                 2                0              38  \n",
       "13818                 0                1              15  \n",
       "13819                 0                1              31  \n",
       "13820                 0                2              39  \n",
       "13821                 1                2              42  \n",
       "13822                 1                0              23  \n",
       "\n",
       "[13823 rows x 27 columns]"
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "analysis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "byCounty = analysis.groupby('countyCode')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "ls = list(analysis.columns.values)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "ls = ls[2:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['observed_Bladder',\n",
       " 'observed_Bone',\n",
       " 'observed_Brain',\n",
       " 'observed_Breast',\n",
       " 'observed_Colorectal',\n",
       " 'observed_Esophagus',\n",
       " 'observed_Kidney',\n",
       " 'observed_Larynx',\n",
       " 'observed_Leukemia',\n",
       " 'observed_Liver',\n",
       " 'observed_Lung',\n",
       " 'observed_Mesothelioma',\n",
       " 'observed_NHL',\n",
       " 'observed_Nasal',\n",
       " 'observed_Oral',\n",
       " 'observed_Other',\n",
       " 'observed_Ovary',\n",
       " 'observed_Pancreas',\n",
       " 'observed_Prostate',\n",
       " 'observed_Soft_Tissue',\n",
       " 'observed_Stomach',\n",
       " 'observed_Testis',\n",
       " 'observed_Thyroid',\n",
       " 'observed_Uterus',\n",
       " 'observed_Total']"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ls"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "observed_Bladder countyCode\n",
      "001     498\n",
      "003      79\n",
      "005     804\n",
      "007     328\n",
      "009     135\n",
      "011     113\n",
      "013     265\n",
      "015     175\n",
      "017      94\n",
      "019     127\n",
      "021     120\n",
      "023      84\n",
      "025      94\n",
      "027     446\n",
      "029    1786\n",
      "031      72\n",
      "033      79\n",
      "035     111\n",
      "037      90\n",
      "039     107\n",
      "041       9\n",
      "043     135\n",
      "045     160\n",
      "047    2052\n",
      "049      31\n",
      "051     104\n",
      "053     122\n",
      "055    1087\n",
      "057      95\n",
      "059    2259\n",
      "       ... \n",
      "065     441\n",
      "067     717\n",
      "069     175\n",
      "071     450\n",
      "073      69\n",
      "075     189\n",
      "077     101\n",
      "079     128\n",
      "081    2186\n",
      "083     243\n",
      "085     654\n",
      "087     394\n",
      "089     182\n",
      "091     372\n",
      "093     259\n",
      "095      51\n",
      "097      23\n",
      "099      68\n",
      "101     164\n",
      "103    2233\n",
      "105     124\n",
      "107      92\n",
      "109     127\n",
      "111     276\n",
      "113     145\n",
      "115     118\n",
      "117     156\n",
      "119    1269\n",
      "121      98\n",
      "123      42\n",
      "Name: observed_Bladder, dtype: int64\n",
      "observed_Bone countyCode\n",
      "001     14\n",
      "003      3\n",
      "005     76\n",
      "007      7\n",
      "009      4\n",
      "011      8\n",
      "013      3\n",
      "015      7\n",
      "017      4\n",
      "019      6\n",
      "021      2\n",
      "023      2\n",
      "025      3\n",
      "027     10\n",
      "029     51\n",
      "031      2\n",
      "033      4\n",
      "035      4\n",
      "037      5\n",
      "039      1\n",
      "041      0\n",
      "043      4\n",
      "045      2\n",
      "047    159\n",
      "049      1\n",
      "051      6\n",
      "053      4\n",
      "055     43\n",
      "057      2\n",
      "059     72\n",
      "      ... \n",
      "065      8\n",
      "067     27\n",
      "069      4\n",
      "071     20\n",
      "073      2\n",
      "075      7\n",
      "077      3\n",
      "079      6\n",
      "081    102\n",
      "083      8\n",
      "085     20\n",
      "087     16\n",
      "089      3\n",
      "091      8\n",
      "093      7\n",
      "095      1\n",
      "097      0\n",
      "099      1\n",
      "101      6\n",
      "103     83\n",
      "105      4\n",
      "107      3\n",
      "109      2\n",
      "111      7\n",
      "113      4\n",
      "115      2\n",
      "117      6\n",
      "119     51\n",
      "121      3\n",
      "123      1\n",
      "Name: observed_Bone, dtype: int64\n",
      "observed_Brain countyCode\n",
      "001    123\n",
      "003     26\n",
      "005    339\n",
      "007     90\n",
      "009     36\n",
      "011     36\n",
      "013     54\n",
      "015     51\n",
      "017     24\n",
      "019     32\n",
      "021     29\n",
      "023     12\n",
      "025     19\n",
      "027    118\n",
      "029    401\n",
      "031     20\n",
      "033     19\n",
      "035     25\n",
      "037     22\n",
      "039     21\n",
      "041      4\n",
      "043     27\n",
      "045     37\n",
      "047    700\n",
      "049      7\n",
      "051     22\n",
      "053     23\n",
      "055    245\n",
      "057     18\n",
      "059    509\n",
      "      ... \n",
      "065     97\n",
      "067    189\n",
      "069     47\n",
      "071    135\n",
      "073     16\n",
      "075     55\n",
      "077     24\n",
      "079     34\n",
      "081    681\n",
      "083     71\n",
      "085    174\n",
      "087    109\n",
      "089     27\n",
      "091     78\n",
      "093     61\n",
      "095      9\n",
      "097     10\n",
      "099     21\n",
      "101     39\n",
      "103    517\n",
      "105     32\n",
      "107     22\n",
      "109     38\n",
      "111     70\n",
      "113     23\n",
      "115     26\n",
      "117     34\n",
      "119    343\n",
      "121     26\n",
      "123     14\n",
      "Name: observed_Brain, dtype: int64\n",
      "observed_Breast countyCode\n",
      "001    1190\n",
      "003     176\n",
      "005    3834\n",
      "007     817\n",
      "009     295\n",
      "011     324\n",
      "013     570\n",
      "015     370\n",
      "017     173\n",
      "019     256\n",
      "021     241\n",
      "023     159\n",
      "025     178\n",
      "027    1211\n",
      "029    4131\n",
      "031     160\n",
      "033     153\n",
      "035     214\n",
      "037     251\n",
      "039     220\n",
      "041      22\n",
      "043     257\n",
      "045     377\n",
      "047    7330\n",
      "049      96\n",
      "051     255\n",
      "053     269\n",
      "055    3184\n",
      "057     189\n",
      "059    6320\n",
      "       ... \n",
      "065     888\n",
      "067    1845\n",
      "069     427\n",
      "071    1253\n",
      "073     175\n",
      "075     395\n",
      "077     234\n",
      "079     427\n",
      "081    7194\n",
      "083     626\n",
      "085    1788\n",
      "087    1194\n",
      "089     371\n",
      "091     884\n",
      "093     629\n",
      "095      99\n",
      "097      69\n",
      "099     161\n",
      "101     355\n",
      "103    6053\n",
      "105     280\n",
      "107     208\n",
      "109     314\n",
      "111     750\n",
      "113     300\n",
      "115     269\n",
      "117     344\n",
      "119    4075\n",
      "121     169\n",
      "123     101\n",
      "Name: observed_Breast, dtype: int64\n",
      "observed_Colorectal countyCode\n",
      "001     788\n",
      "003     153\n",
      "005    3004\n",
      "007     666\n",
      "009     279\n",
      "011     217\n",
      "013     382\n",
      "015     268\n",
      "017     156\n",
      "019     232\n",
      "021     195\n",
      "023     131\n",
      "025     165\n",
      "027     759\n",
      "029    2634\n",
      "031     133\n",
      "033     152\n",
      "035     199\n",
      "037     174\n",
      "039     176\n",
      "041      17\n",
      "043     213\n",
      "045     266\n",
      "047    6181\n",
      "049      78\n",
      "051     179\n",
      "053     205\n",
      "055    1845\n",
      "057     207\n",
      "059    3746\n",
      "       ... \n",
      "065     685\n",
      "067    1181\n",
      "069     232\n",
      "071     820\n",
      "073     132\n",
      "075     338\n",
      "077     180\n",
      "079     217\n",
      "081    5523\n",
      "083     456\n",
      "085    1215\n",
      "087     698\n",
      "089     336\n",
      "091     552\n",
      "093     464\n",
      "095     100\n",
      "097      76\n",
      "099      96\n",
      "101     282\n",
      "103    4002\n",
      "105     198\n",
      "107     147\n",
      "109     197\n",
      "111     562\n",
      "113     173\n",
      "115     148\n",
      "117     265\n",
      "119    2449\n",
      "121     146\n",
      "123      68\n",
      "Name: observed_Colorectal, dtype: int64\n",
      "observed_Esophagus countyCode\n",
      "001    106\n",
      "003     15\n",
      "005    302\n",
      "007     81\n",
      "009     31\n",
      "011     24\n",
      "013     55\n",
      "015     30\n",
      "017     24\n",
      "019     44\n",
      "021     24\n",
      "023     23\n",
      "025     33\n",
      "027     87\n",
      "029    391\n",
      "031     30\n",
      "033     18\n",
      "035     23\n",
      "037     21\n",
      "039     30\n",
      "041      6\n",
      "043     31\n",
      "045     39\n",
      "047    487\n",
      "049      4\n",
      "051     24\n",
      "053     23\n",
      "055    221\n",
      "057     18\n",
      "059    348\n",
      "      ... \n",
      "065     75\n",
      "067    148\n",
      "069     33\n",
      "071     96\n",
      "073     12\n",
      "075     40\n",
      "077     32\n",
      "079     31\n",
      "081    444\n",
      "083     74\n",
      "085    115\n",
      "087     89\n",
      "089     52\n",
      "091     63\n",
      "093     55\n",
      "095     20\n",
      "097      9\n",
      "099     11\n",
      "101     36\n",
      "103    459\n",
      "105     24\n",
      "107     15\n",
      "109     26\n",
      "111     57\n",
      "113     27\n",
      "115     34\n",
      "117     41\n",
      "119    262\n",
      "121     14\n",
      "123      9\n",
      "Name: observed_Esophagus, dtype: int64\n",
      "observed_Kidney countyCode\n",
      "001     275\n",
      "003      39\n",
      "005     846\n",
      "007     188\n",
      "009      80\n",
      "011      87\n",
      "013     136\n",
      "015      80\n",
      "017      52\n",
      "019     107\n",
      "021      60\n",
      "023      30\n",
      "025      46\n",
      "027     244\n",
      "029     909\n",
      "031      39\n",
      "033      42\n",
      "035      71\n",
      "037      62\n",
      "039      42\n",
      "041       4\n",
      "043      82\n",
      "045      79\n",
      "047    1638\n",
      "049      35\n",
      "051      53\n",
      "053      57\n",
      "055     738\n",
      "057      61\n",
      "059    1450\n",
      "       ... \n",
      "065     253\n",
      "067     434\n",
      "069     101\n",
      "071     322\n",
      "073      41\n",
      "075     136\n",
      "077      66\n",
      "079     103\n",
      "081    1606\n",
      "083     188\n",
      "085     446\n",
      "087     258\n",
      "089      77\n",
      "091     211\n",
      "093     139\n",
      "095      23\n",
      "097      13\n",
      "099      45\n",
      "101      80\n",
      "103    1476\n",
      "105      73\n",
      "107      62\n",
      "109      50\n",
      "111     164\n",
      "113      66\n",
      "115      67\n",
      "117      78\n",
      "119     810\n",
      "121      49\n",
      "123      32\n",
      "Name: observed_Kidney, dtype: int64\n",
      "observed_Larynx countyCode\n",
      "001     67\n",
      "003     12\n",
      "005    293\n",
      "007     52\n",
      "009     28\n",
      "011     26\n",
      "013     34\n",
      "015     33\n",
      "017     13\n",
      "019     27\n",
      "021     15\n",
      "023     11\n",
      "025     16\n",
      "027     61\n",
      "029    259\n",
      "031     11\n",
      "033     23\n",
      "035     16\n",
      "037     15\n",
      "039     15\n",
      "041      3\n",
      "043     10\n",
      "045     20\n",
      "047    436\n",
      "049     11\n",
      "051      7\n",
      "053     20\n",
      "055    162\n",
      "057     17\n",
      "059    259\n",
      "      ... \n",
      "065     71\n",
      "067    110\n",
      "069     19\n",
      "071     74\n",
      "073     13\n",
      "075     41\n",
      "077     14\n",
      "079     22\n",
      "081    399\n",
      "083     62\n",
      "085    122\n",
      "087     45\n",
      "089     37\n",
      "091     56\n",
      "093     36\n",
      "095      7\n",
      "097      5\n",
      "099     11\n",
      "101     29\n",
      "103    311\n",
      "105     24\n",
      "107     18\n",
      "109     12\n",
      "111     44\n",
      "113     24\n",
      "115     17\n",
      "117     23\n",
      "119    179\n",
      "121      4\n",
      "123      7\n",
      "Name: observed_Larynx, dtype: int64\n",
      "observed_Leukemia countyCode\n",
      "001     257\n",
      "003      53\n",
      "005     698\n",
      "007     146\n",
      "009      56\n",
      "011      78\n",
      "013     110\n",
      "015      84\n",
      "017      57\n",
      "019      63\n",
      "021      54\n",
      "023      40\n",
      "025      58\n",
      "027     209\n",
      "029     889\n",
      "031      38\n",
      "033      35\n",
      "035      39\n",
      "037      65\n",
      "039      43\n",
      "041       2\n",
      "043      46\n",
      "045      99\n",
      "047    1352\n",
      "049      39\n",
      "051      49\n",
      "053      54\n",
      "055     608\n",
      "057      42\n",
      "059    1139\n",
      "       ... \n",
      "065     196\n",
      "067     433\n",
      "069      88\n",
      "071     259\n",
      "073      31\n",
      "075     114\n",
      "077      85\n",
      "079      61\n",
      "081    1267\n",
      "083     133\n",
      "085     353\n",
      "087     235\n",
      "089     101\n",
      "091     170\n",
      "093     147\n",
      "095      29\n",
      "097      18\n",
      "099      39\n",
      "101      74\n",
      "103    1201\n",
      "105      73\n",
      "107      46\n",
      "109      76\n",
      "111     152\n",
      "113      64\n",
      "115      34\n",
      "117      75\n",
      "119     809\n",
      "121      45\n",
      "123      23\n",
      "Name: observed_Leukemia, dtype: int64\n",
      "observed_Liver countyCode\n",
      "001     121\n",
      "003      13\n",
      "005     909\n",
      "007      63\n",
      "009      19\n",
      "011      25\n",
      "013      42\n",
      "015      27\n",
      "017      12\n",
      "019      31\n",
      "021      17\n",
      "023      10\n",
      "025       9\n",
      "027     138\n",
      "029     319\n",
      "031      18\n",
      "033      17\n",
      "035      14\n",
      "037      10\n",
      "039      34\n",
      "041       4\n",
      "043      23\n",
      "045      26\n",
      "047    1113\n",
      "049       8\n",
      "051      22\n",
      "053      21\n",
      "055     273\n",
      "057      15\n",
      "059     532\n",
      "       ... \n",
      "065      85\n",
      "067     172\n",
      "069      29\n",
      "071     136\n",
      "073       6\n",
      "075      26\n",
      "077      13\n",
      "079      36\n",
      "081    1093\n",
      "083      66\n",
      "085     246\n",
      "087      93\n",
      "089      25\n",
      "091      57\n",
      "093      62\n",
      "095      13\n",
      "097       8\n",
      "099       8\n",
      "101      26\n",
      "103     541\n",
      "105      40\n",
      "107      14\n",
      "109      22\n",
      "111      82\n",
      "113      26\n",
      "115      18\n",
      "117      33\n",
      "119     386\n",
      "121      10\n",
      "123       8\n",
      "Name: observed_Liver, dtype: int64\n",
      "observed_Lung countyCode\n",
      "001    1333\n",
      "003     207\n",
      "005    3223\n",
      "007     859\n",
      "009     383\n",
      "011     400\n",
      "013     604\n",
      "015     481\n",
      "017     253\n",
      "019     397\n",
      "021     344\n",
      "023     227\n",
      "025     260\n",
      "027    1085\n",
      "029    4284\n",
      "031     199\n",
      "033     230\n",
      "035     270\n",
      "037     276\n",
      "039     263\n",
      "041      30\n",
      "043     300\n",
      "045     471\n",
      "047    5911\n",
      "049      93\n",
      "051     264\n",
      "053     329\n",
      "055    2754\n",
      "057     254\n",
      "059    4871\n",
      "       ... \n",
      "065    1203\n",
      "067    2143\n",
      "069     467\n",
      "071    1243\n",
      "073     207\n",
      "075     634\n",
      "077     256\n",
      "079     349\n",
      "081    5815\n",
      "083     783\n",
      "085    1680\n",
      "087     946\n",
      "089     564\n",
      "091     899\n",
      "093     718\n",
      "095     165\n",
      "097      95\n",
      "099     177\n",
      "101     523\n",
      "103    5870\n",
      "105     357\n",
      "107     225\n",
      "109     268\n",
      "111     758\n",
      "113     359\n",
      "115     350\n",
      "117     395\n",
      "119    3080\n",
      "121     173\n",
      "123     103\n",
      "Name: observed_Lung, dtype: int64\n",
      "observed_Mesothelioma countyCode\n",
      "001    24\n",
      "003     6\n",
      "005    35\n",
      "007    10\n",
      "009     9\n",
      "011     7\n",
      "013     7\n",
      "015     4\n",
      "017     5\n",
      "019     5\n",
      "021     3\n",
      "023     1\n",
      "025     3\n",
      "027    10\n",
      "029    94\n",
      "031     4\n",
      "033     2\n",
      "035     2\n",
      "037     5\n",
      "039     1\n",
      "041     0\n",
      "043     2\n",
      "045     5\n",
      "047    60\n",
      "049     5\n",
      "051     5\n",
      "053     1\n",
      "055    51\n",
      "057     5\n",
      "059    93\n",
      "       ..\n",
      "065    15\n",
      "067    21\n",
      "069     6\n",
      "071    17\n",
      "073     5\n",
      "075    10\n",
      "077     2\n",
      "079     5\n",
      "081    73\n",
      "083    14\n",
      "085    29\n",
      "087    12\n",
      "089    10\n",
      "091    12\n",
      "093    12\n",
      "095     4\n",
      "097     0\n",
      "099     1\n",
      "101     8\n",
      "103    81\n",
      "105     4\n",
      "107     3\n",
      "109     3\n",
      "111    11\n",
      "113     3\n",
      "115     3\n",
      "117    10\n",
      "119    57\n",
      "121     2\n",
      "123     1\n",
      "Name: observed_Mesothelioma, dtype: int64\n",
      "observed_NHL countyCode\n",
      "001     423\n",
      "003      50\n",
      "005    1264\n",
      "007     254\n",
      "009     107\n",
      "011     110\n",
      "013     166\n",
      "015     129\n",
      "017      54\n",
      "019      87\n",
      "021     100\n",
      "023      54\n",
      "025      67\n",
      "027     317\n",
      "029    1192\n",
      "031      54\n",
      "033      66\n",
      "035      75\n",
      "037      80\n",
      "039      69\n",
      "041       8\n",
      "043      89\n",
      "045     106\n",
      "047    2302\n",
      "049      39\n",
      "051      68\n",
      "053      79\n",
      "055     905\n",
      "057      61\n",
      "059    1890\n",
      "       ... \n",
      "065     290\n",
      "067     612\n",
      "069     140\n",
      "071     360\n",
      "073      51\n",
      "075     133\n",
      "077      71\n",
      "079     108\n",
      "081    2102\n",
      "083     213\n",
      "085     545\n",
      "087     387\n",
      "089     139\n",
      "091     267\n",
      "093     220\n",
      "095      42\n",
      "097      17\n",
      "099      53\n",
      "101     109\n",
      "103    1821\n",
      "105      96\n",
      "107      68\n",
      "109      95\n",
      "111     250\n",
      "113     104\n",
      "115      74\n",
      "117     126\n",
      "119    1254\n",
      "121      42\n",
      "123      49\n",
      "Name: observed_NHL, dtype: int64\n",
      "observed_Nasal countyCode\n",
      "001    13\n",
      "003     3\n",
      "005    44\n",
      "007     7\n",
      "009     5\n",
      "011     6\n",
      "013     7\n",
      "015     5\n",
      "017     1\n",
      "019     3\n",
      "021     2\n",
      "023     1\n",
      "025     4\n",
      "027     6\n",
      "029    45\n",
      "031     3\n",
      "033     1\n",
      "035     1\n",
      "037     1\n",
      "039     6\n",
      "041     0\n",
      "043     3\n",
      "045     5\n",
      "047    77\n",
      "049     2\n",
      "051     2\n",
      "053     1\n",
      "055    30\n",
      "057     2\n",
      "059    38\n",
      "       ..\n",
      "065     9\n",
      "067    22\n",
      "069     6\n",
      "071    14\n",
      "073     1\n",
      "075     2\n",
      "077     3\n",
      "079     3\n",
      "081    74\n",
      "083     7\n",
      "085    19\n",
      "087    11\n",
      "089     4\n",
      "091     7\n",
      "093     6\n",
      "095     1\n",
      "097     0\n",
      "099     0\n",
      "101     2\n",
      "103    57\n",
      "105     4\n",
      "107     1\n",
      "109     0\n",
      "111     8\n",
      "113     0\n",
      "115     3\n",
      "117     5\n",
      "119    32\n",
      "121     1\n",
      "123     1\n",
      "Name: observed_Nasal, dtype: int64\n",
      "observed_Oral countyCode\n",
      "001     194\n",
      "003      42\n",
      "005     700\n",
      "007     141\n",
      "009      52\n",
      "011      54\n",
      "013      86\n",
      "015      59\n",
      "017      46\n",
      "019      39\n",
      "021      54\n",
      "023      29\n",
      "025      34\n",
      "027     145\n",
      "029     634\n",
      "031      27\n",
      "033      32\n",
      "035      53\n",
      "037      40\n",
      "039      41\n",
      "041       2\n",
      "043      46\n",
      "045      67\n",
      "047    1135\n",
      "049      14\n",
      "051      39\n",
      "053      39\n",
      "055     427\n",
      "057      38\n",
      "059     748\n",
      "       ... \n",
      "065     164\n",
      "067     303\n",
      "069      73\n",
      "071     160\n",
      "073      18\n",
      "075      90\n",
      "077      63\n",
      "079      50\n",
      "081    1001\n",
      "083     106\n",
      "085     223\n",
      "087     116\n",
      "089      75\n",
      "091     155\n",
      "093      91\n",
      "095      24\n",
      "097      18\n",
      "099      24\n",
      "101      70\n",
      "103     843\n",
      "105      53\n",
      "107      30\n",
      "109      45\n",
      "111     126\n",
      "113      59\n",
      "115      42\n",
      "117      52\n",
      "119     510\n",
      "121      26\n",
      "123       9\n",
      "Name: observed_Oral, dtype: int64\n",
      "observed_Other countyCode\n",
      "001    1187\n",
      "003     190\n",
      "005    3641\n",
      "007     873\n",
      "009     338\n",
      "011     329\n",
      "013     606\n",
      "015     522\n",
      "017     257\n",
      "019     285\n",
      "021     298\n",
      "023     205\n",
      "025     237\n",
      "027    1015\n",
      "029    4497\n",
      "031     178\n",
      "033     178\n",
      "035     248\n",
      "037     270\n",
      "039     244\n",
      "041      40\n",
      "043     261\n",
      "045     362\n",
      "047    7350\n",
      "049     114\n",
      "051     213\n",
      "053     257\n",
      "055    2915\n",
      "057     229\n",
      "059    6011\n",
      "       ... \n",
      "065    1050\n",
      "067    1824\n",
      "069     457\n",
      "071    1185\n",
      "073     152\n",
      "075     433\n",
      "077     265\n",
      "079     362\n",
      "081    6544\n",
      "083     661\n",
      "085    1680\n",
      "087    1026\n",
      "089     470\n",
      "091     856\n",
      "093     660\n",
      "095     141\n",
      "097      84\n",
      "099     132\n",
      "101     418\n",
      "103    6257\n",
      "105     341\n",
      "107     233\n",
      "109     334\n",
      "111     776\n",
      "113     356\n",
      "115     260\n",
      "117     382\n",
      "119    3753\n",
      "121     184\n",
      "123      95\n",
      "Name: observed_Other, dtype: int64\n",
      "observed_Ovary countyCode\n",
      "001    100\n",
      "003     17\n",
      "005    427\n",
      "007     92\n",
      "009     39\n",
      "011     32\n",
      "013     62\n",
      "015     57\n",
      "017     28\n",
      "019     30\n",
      "021     27\n",
      "023     22\n",
      "025     20\n",
      "027    108\n",
      "029    398\n",
      "031     17\n",
      "033     14\n",
      "035     24\n",
      "037     33\n",
      "039     25\n",
      "041      3\n",
      "043     25\n",
      "045     44\n",
      "047    826\n",
      "049      9\n",
      "051     31\n",
      "053     20\n",
      "055    281\n",
      "057     17\n",
      "059    664\n",
      "      ... \n",
      "065    111\n",
      "067    202\n",
      "069     59\n",
      "071    135\n",
      "073     29\n",
      "075     34\n",
      "077     23\n",
      "079     39\n",
      "081    829\n",
      "083     60\n",
      "085    176\n",
      "087    118\n",
      "089     34\n",
      "091     88\n",
      "093     43\n",
      "095     20\n",
      "097     11\n",
      "099     12\n",
      "101     38\n",
      "103    625\n",
      "105     33\n",
      "107     20\n",
      "109     30\n",
      "111     85\n",
      "113     32\n",
      "115     26\n",
      "117     36\n",
      "119    410\n",
      "121     24\n",
      "123     11\n",
      "Name: observed_Ovary, dtype: int64\n",
      "observed_Pancreas countyCode\n",
      "001     227\n",
      "003      27\n",
      "005     761\n",
      "007     128\n",
      "009      57\n",
      "011      66\n",
      "013     100\n",
      "015      80\n",
      "017      38\n",
      "019      56\n",
      "021      58\n",
      "023      42\n",
      "025      39\n",
      "027     212\n",
      "029     785\n",
      "031      38\n",
      "033      41\n",
      "035      48\n",
      "037      38\n",
      "039      52\n",
      "041       3\n",
      "043      52\n",
      "045      68\n",
      "047    1565\n",
      "049      37\n",
      "051      26\n",
      "053      50\n",
      "055     576\n",
      "057      49\n",
      "059    1169\n",
      "       ... \n",
      "065     204\n",
      "067     375\n",
      "069      87\n",
      "071     208\n",
      "073      23\n",
      "075      90\n",
      "077      43\n",
      "079      68\n",
      "081    1435\n",
      "083      96\n",
      "085     357\n",
      "087     199\n",
      "089      66\n",
      "091     160\n",
      "093     128\n",
      "095      31\n",
      "097      12\n",
      "099      33\n",
      "101      69\n",
      "103    1189\n",
      "105      64\n",
      "107      41\n",
      "109      55\n",
      "111     155\n",
      "113      46\n",
      "115      49\n",
      "117      73\n",
      "119     741\n",
      "121      36\n",
      "123      18\n",
      "Name: observed_Pancreas, dtype: int64\n",
      "observed_Prostate countyCode\n",
      "001    1278\n",
      "003     193\n",
      "005    4573\n",
      "007    1031\n",
      "009     359\n",
      "011     398\n",
      "013     864\n",
      "015     389\n",
      "017     210\n",
      "019     333\n",
      "021     325\n",
      "023     231\n",
      "025     214\n",
      "027    1014\n",
      "029    4652\n",
      "031     164\n",
      "033     187\n",
      "035     278\n",
      "037     267\n",
      "039     220\n",
      "041      33\n",
      "043     285\n",
      "045     468\n",
      "047    8215\n",
      "049     120\n",
      "051     274\n",
      "053     434\n",
      "055    3187\n",
      "057     219\n",
      "059    6281\n",
      "       ... \n",
      "065    1032\n",
      "067    2441\n",
      "069     473\n",
      "071    1308\n",
      "073     143\n",
      "075     514\n",
      "077     216\n",
      "079     388\n",
      "081    7830\n",
      "083     729\n",
      "085    1777\n",
      "087    1484\n",
      "089     459\n",
      "091     922\n",
      "093     554\n",
      "095     115\n",
      "097      83\n",
      "099     144\n",
      "101     383\n",
      "103    6321\n",
      "105     325\n",
      "107     218\n",
      "109     419\n",
      "111     723\n",
      "113     377\n",
      "115     319\n",
      "117     464\n",
      "119    4165\n",
      "121     227\n",
      "123      98\n",
      "Name: observed_Prostate, dtype: int64\n",
      "observed_Soft_Tissue countyCode\n",
      "001     57\n",
      "003      9\n",
      "005    196\n",
      "007     32\n",
      "009     21\n",
      "011     17\n",
      "013     23\n",
      "015     13\n",
      "017     12\n",
      "019     15\n",
      "021     10\n",
      "023      6\n",
      "025      7\n",
      "027     48\n",
      "029    177\n",
      "031      7\n",
      "033      8\n",
      "035      9\n",
      "037      7\n",
      "039      6\n",
      "041      1\n",
      "043      4\n",
      "045     28\n",
      "047    381\n",
      "049      6\n",
      "051     11\n",
      "053     12\n",
      "055    137\n",
      "057     12\n",
      "059    280\n",
      "      ... \n",
      "065     41\n",
      "067     82\n",
      "069     14\n",
      "071     56\n",
      "073      8\n",
      "075     16\n",
      "077     16\n",
      "079     33\n",
      "081    351\n",
      "083     25\n",
      "085     78\n",
      "087     62\n",
      "089     16\n",
      "091     35\n",
      "093     28\n",
      "095      8\n",
      "097      3\n",
      "099      5\n",
      "101     15\n",
      "103    311\n",
      "105     10\n",
      "107      5\n",
      "109      8\n",
      "111     40\n",
      "113     12\n",
      "115     12\n",
      "117     11\n",
      "119    188\n",
      "121      8\n",
      "123     10\n",
      "Name: observed_Soft_Tissue, dtype: int64\n",
      "observed_Stomach countyCode\n",
      "001     116\n",
      "003      21\n",
      "005     693\n",
      "007      93\n",
      "009      34\n",
      "011      36\n",
      "013      54\n",
      "015      40\n",
      "017      15\n",
      "019      34\n",
      "021      31\n",
      "023      15\n",
      "025      20\n",
      "027     113\n",
      "029     396\n",
      "031      18\n",
      "033      10\n",
      "035      19\n",
      "037      27\n",
      "039      24\n",
      "041       3\n",
      "043      26\n",
      "045      31\n",
      "047    1546\n",
      "049      13\n",
      "051      20\n",
      "053      26\n",
      "055     325\n",
      "057      27\n",
      "059     585\n",
      "       ... \n",
      "065     109\n",
      "067     162\n",
      "069      38\n",
      "071     117\n",
      "073      17\n",
      "075      32\n",
      "077      18\n",
      "079      45\n",
      "081    1452\n",
      "083      56\n",
      "085     221\n",
      "087     149\n",
      "089      35\n",
      "091      79\n",
      "093      71\n",
      "095      19\n",
      "097       3\n",
      "099      13\n",
      "101      34\n",
      "103     605\n",
      "105      39\n",
      "107      16\n",
      "109      26\n",
      "111      56\n",
      "113      27\n",
      "115      27\n",
      "117      34\n",
      "119     453\n",
      "121      15\n",
      "123       6\n",
      "Name: observed_Stomach, dtype: int64\n",
      "observed_Testis countyCode\n",
      "001     43\n",
      "003      4\n",
      "005    117\n",
      "007     25\n",
      "009     17\n",
      "011     11\n",
      "013     14\n",
      "015      9\n",
      "017      9\n",
      "019     14\n",
      "021     15\n",
      "023      6\n",
      "025      5\n",
      "027     46\n",
      "029    145\n",
      "031      4\n",
      "033      4\n",
      "035      9\n",
      "037      6\n",
      "039     14\n",
      "041      0\n",
      "043      8\n",
      "045     28\n",
      "047    265\n",
      "049      2\n",
      "051      9\n",
      "053     14\n",
      "055     99\n",
      "057     11\n",
      "059    203\n",
      "      ... \n",
      "065     37\n",
      "067     76\n",
      "069     21\n",
      "071     69\n",
      "073      6\n",
      "075     17\n",
      "077     12\n",
      "079     15\n",
      "081    226\n",
      "083     25\n",
      "085     75\n",
      "087     52\n",
      "089     19\n",
      "091     48\n",
      "093     25\n",
      "095      7\n",
      "097      4\n",
      "099      5\n",
      "101     15\n",
      "103    236\n",
      "105      8\n",
      "107     11\n",
      "109     19\n",
      "111     30\n",
      "113      8\n",
      "115     17\n",
      "117     15\n",
      "119    128\n",
      "121      6\n",
      "123      2\n",
      "Name: observed_Testis, dtype: int64\n",
      "observed_Thyroid countyCode\n",
      "001     212\n",
      "003      19\n",
      "005     634\n",
      "007     203\n",
      "009      37\n",
      "011      58\n",
      "013      75\n",
      "015      75\n",
      "017      43\n",
      "019      40\n",
      "021      33\n",
      "023      29\n",
      "025      35\n",
      "027     239\n",
      "029     702\n",
      "031      27\n",
      "033      28\n",
      "035      51\n",
      "037      25\n",
      "039      39\n",
      "041       4\n",
      "043      55\n",
      "045      55\n",
      "047    1919\n",
      "049      16\n",
      "051      31\n",
      "053      56\n",
      "055     446\n",
      "057      36\n",
      "059    1272\n",
      "       ... \n",
      "065     207\n",
      "067     331\n",
      "069      66\n",
      "071     373\n",
      "073      25\n",
      "075      84\n",
      "077      45\n",
      "079     113\n",
      "081    1559\n",
      "083     129\n",
      "085     606\n",
      "087     282\n",
      "089      42\n",
      "091     173\n",
      "093      84\n",
      "095      22\n",
      "097      17\n",
      "099      18\n",
      "101      44\n",
      "103    1439\n",
      "105      73\n",
      "107      40\n",
      "109      61\n",
      "111     148\n",
      "113      48\n",
      "115      62\n",
      "117      40\n",
      "119     873\n",
      "121      28\n",
      "123      14\n",
      "Name: observed_Thyroid, dtype: int64\n",
      "observed_Uterus countyCode\n",
      "001     231\n",
      "003      32\n",
      "005    1025\n",
      "007     212\n",
      "009      71\n",
      "011      67\n",
      "013     149\n",
      "015      85\n",
      "017      57\n",
      "019      60\n",
      "021      66\n",
      "023      54\n",
      "025      47\n",
      "027     309\n",
      "029     868\n",
      "031      51\n",
      "033      42\n",
      "035      59\n",
      "037      63\n",
      "039      52\n",
      "041       3\n",
      "043      69\n",
      "045      75\n",
      "047    2110\n",
      "049      28\n",
      "051      47\n",
      "053      51\n",
      "055     698\n",
      "057      58\n",
      "059    1423\n",
      "       ... \n",
      "065     193\n",
      "067     414\n",
      "069      91\n",
      "071     267\n",
      "073      36\n",
      "075     109\n",
      "077      76\n",
      "079      88\n",
      "081    1848\n",
      "083     163\n",
      "085     444\n",
      "087     288\n",
      "089     105\n",
      "091     149\n",
      "093     150\n",
      "095      35\n",
      "097      19\n",
      "099      40\n",
      "101      84\n",
      "103    1332\n",
      "105      82\n",
      "107      41\n",
      "109      91\n",
      "111     185\n",
      "113      91\n",
      "115      71\n",
      "117      68\n",
      "119     894\n",
      "121      33\n",
      "123      31\n",
      "Name: observed_Uterus, dtype: int64\n",
      "observed_Total countyCode\n",
      "001     8877\n",
      "003     1389\n",
      "005    28438\n",
      "007     6398\n",
      "009     2492\n",
      "011     2529\n",
      "013     4468\n",
      "015     3073\n",
      "017     1637\n",
      "019     2323\n",
      "021     2123\n",
      "023     1424\n",
      "025     1613\n",
      "027     7950\n",
      "029    30639\n",
      "031     1314\n",
      "033     1385\n",
      "035     1862\n",
      "037     1853\n",
      "039     1745\n",
      "041      201\n",
      "043     2053\n",
      "045     2918\n",
      "047    55110\n",
      "049      808\n",
      "051     1761\n",
      "053     2167\n",
      "055    21237\n",
      "057     1682\n",
      "059    42162\n",
      "       ...  \n",
      "065     7464\n",
      "067    14264\n",
      "069     3153\n",
      "071     9077\n",
      "073     1218\n",
      "075     3539\n",
      "077     1861\n",
      "079     2731\n",
      "081    51634\n",
      "083     4994\n",
      "085    13043\n",
      "087     8263\n",
      "089     3249\n",
      "091     6301\n",
      "093     4649\n",
      "095      986\n",
      "097      597\n",
      "099     1118\n",
      "101     2903\n",
      "103    43863\n",
      "105     2361\n",
      "107     1579\n",
      "109     2318\n",
      "111     5515\n",
      "113     2374\n",
      "115     2048\n",
      "117     2766\n",
      "119    27171\n",
      "121     1369\n",
      "123      753\n",
      "Name: observed_Total, dtype: int64\n"
     ]
    }
   ],
   "source": [
    "for i in ls:\n",
    "    print i, byCounty[i].aggregate(np.sum)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "aggr = pd.DataFrame()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "Empty DataFrame\n",
       "Columns: []\n",
       "Index: []"
      ]
     },
     "execution_count": 70,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "aggr"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "for i in ls:\n",
    "    aggr[i] = byCounty[i].aggregate(np.sum)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>observed_Bladder</th>\n",
       "      <th>observed_Bone</th>\n",
       "      <th>observed_Brain</th>\n",
       "      <th>observed_Breast</th>\n",
       "      <th>observed_Colorectal</th>\n",
       "      <th>observed_Esophagus</th>\n",
       "      <th>observed_Kidney</th>\n",
       "      <th>observed_Larynx</th>\n",
       "      <th>observed_Leukemia</th>\n",
       "      <th>observed_Liver</th>\n",
       "      <th>...</th>\n",
       "      <th>observed_Other</th>\n",
       "      <th>observed_Ovary</th>\n",
       "      <th>observed_Pancreas</th>\n",
       "      <th>observed_Prostate</th>\n",
       "      <th>observed_Soft_Tissue</th>\n",
       "      <th>observed_Stomach</th>\n",
       "      <th>observed_Testis</th>\n",
       "      <th>observed_Thyroid</th>\n",
       "      <th>observed_Uterus</th>\n",
       "      <th>observed_Total</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>countyCode</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>001</th>\n",
       "      <td>498</td>\n",
       "      <td>14</td>\n",
       "      <td>123</td>\n",
       "      <td>1190</td>\n",
       "      <td>788</td>\n",
       "      <td>106</td>\n",
       "      <td>275</td>\n",
       "      <td>67</td>\n",
       "      <td>257</td>\n",
       "      <td>121</td>\n",
       "      <td>...</td>\n",
       "      <td>1187</td>\n",
       "      <td>100</td>\n",
       "      <td>227</td>\n",
       "      <td>1278</td>\n",
       "      <td>57</td>\n",
       "      <td>116</td>\n",
       "      <td>43</td>\n",
       "      <td>212</td>\n",
       "      <td>231</td>\n",
       "      <td>8877</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>003</th>\n",
       "      <td>79</td>\n",
       "      <td>3</td>\n",
       "      <td>26</td>\n",
       "      <td>176</td>\n",
       "      <td>153</td>\n",
       "      <td>15</td>\n",
       "      <td>39</td>\n",
       "      <td>12</td>\n",
       "      <td>53</td>\n",
       "      <td>13</td>\n",
       "      <td>...</td>\n",
       "      <td>190</td>\n",
       "      <td>17</td>\n",
       "      <td>27</td>\n",
       "      <td>193</td>\n",
       "      <td>9</td>\n",
       "      <td>21</td>\n",
       "      <td>4</td>\n",
       "      <td>19</td>\n",
       "      <td>32</td>\n",
       "      <td>1389</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>005</th>\n",
       "      <td>804</td>\n",
       "      <td>76</td>\n",
       "      <td>339</td>\n",
       "      <td>3834</td>\n",
       "      <td>3004</td>\n",
       "      <td>302</td>\n",
       "      <td>846</td>\n",
       "      <td>293</td>\n",
       "      <td>698</td>\n",
       "      <td>909</td>\n",
       "      <td>...</td>\n",
       "      <td>3641</td>\n",
       "      <td>427</td>\n",
       "      <td>761</td>\n",
       "      <td>4573</td>\n",
       "      <td>196</td>\n",
       "      <td>693</td>\n",
       "      <td>117</td>\n",
       "      <td>634</td>\n",
       "      <td>1025</td>\n",
       "      <td>28438</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>007</th>\n",
       "      <td>328</td>\n",
       "      <td>7</td>\n",
       "      <td>90</td>\n",
       "      <td>817</td>\n",
       "      <td>666</td>\n",
       "      <td>81</td>\n",
       "      <td>188</td>\n",
       "      <td>52</td>\n",
       "      <td>146</td>\n",
       "      <td>63</td>\n",
       "      <td>...</td>\n",
       "      <td>873</td>\n",
       "      <td>92</td>\n",
       "      <td>128</td>\n",
       "      <td>1031</td>\n",
       "      <td>32</td>\n",
       "      <td>93</td>\n",
       "      <td>25</td>\n",
       "      <td>203</td>\n",
       "      <td>212</td>\n",
       "      <td>6398</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>009</th>\n",
       "      <td>135</td>\n",
       "      <td>4</td>\n",
       "      <td>36</td>\n",
       "      <td>295</td>\n",
       "      <td>279</td>\n",
       "      <td>31</td>\n",
       "      <td>80</td>\n",
       "      <td>28</td>\n",
       "      <td>56</td>\n",
       "      <td>19</td>\n",
       "      <td>...</td>\n",
       "      <td>338</td>\n",
       "      <td>39</td>\n",
       "      <td>57</td>\n",
       "      <td>359</td>\n",
       "      <td>21</td>\n",
       "      <td>34</td>\n",
       "      <td>17</td>\n",
       "      <td>37</td>\n",
       "      <td>71</td>\n",
       "      <td>2492</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>011</th>\n",
       "      <td>113</td>\n",
       "      <td>8</td>\n",
       "      <td>36</td>\n",
       "      <td>324</td>\n",
       "      <td>217</td>\n",
       "      <td>24</td>\n",
       "      <td>87</td>\n",
       "      <td>26</td>\n",
       "      <td>78</td>\n",
       "      <td>25</td>\n",
       "      <td>...</td>\n",
       "      <td>329</td>\n",
       "      <td>32</td>\n",
       "      <td>66</td>\n",
       "      <td>398</td>\n",
       "      <td>17</td>\n",
       "      <td>36</td>\n",
       "      <td>11</td>\n",
       "      <td>58</td>\n",
       "      <td>67</td>\n",
       "      <td>2529</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>013</th>\n",
       "      <td>265</td>\n",
       "      <td>3</td>\n",
       "      <td>54</td>\n",
       "      <td>570</td>\n",
       "      <td>382</td>\n",
       "      <td>55</td>\n",
       "      <td>136</td>\n",
       "      <td>34</td>\n",
       "      <td>110</td>\n",
       "      <td>42</td>\n",
       "      <td>...</td>\n",
       "      <td>606</td>\n",
       "      <td>62</td>\n",
       "      <td>100</td>\n",
       "      <td>864</td>\n",
       "      <td>23</td>\n",
       "      <td>54</td>\n",
       "      <td>14</td>\n",
       "      <td>75</td>\n",
       "      <td>149</td>\n",
       "      <td>4468</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>015</th>\n",
       "      <td>175</td>\n",
       "      <td>7</td>\n",
       "      <td>51</td>\n",
       "      <td>370</td>\n",
       "      <td>268</td>\n",
       "      <td>30</td>\n",
       "      <td>80</td>\n",
       "      <td>33</td>\n",
       "      <td>84</td>\n",
       "      <td>27</td>\n",
       "      <td>...</td>\n",
       "      <td>522</td>\n",
       "      <td>57</td>\n",
       "      <td>80</td>\n",
       "      <td>389</td>\n",
       "      <td>13</td>\n",
       "      <td>40</td>\n",
       "      <td>9</td>\n",
       "      <td>75</td>\n",
       "      <td>85</td>\n",
       "      <td>3073</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>017</th>\n",
       "      <td>94</td>\n",
       "      <td>4</td>\n",
       "      <td>24</td>\n",
       "      <td>173</td>\n",
       "      <td>156</td>\n",
       "      <td>24</td>\n",
       "      <td>52</td>\n",
       "      <td>13</td>\n",
       "      <td>57</td>\n",
       "      <td>12</td>\n",
       "      <td>...</td>\n",
       "      <td>257</td>\n",
       "      <td>28</td>\n",
       "      <td>38</td>\n",
       "      <td>210</td>\n",
       "      <td>12</td>\n",
       "      <td>15</td>\n",
       "      <td>9</td>\n",
       "      <td>43</td>\n",
       "      <td>57</td>\n",
       "      <td>1637</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>019</th>\n",
       "      <td>127</td>\n",
       "      <td>6</td>\n",
       "      <td>32</td>\n",
       "      <td>256</td>\n",
       "      <td>232</td>\n",
       "      <td>44</td>\n",
       "      <td>107</td>\n",
       "      <td>27</td>\n",
       "      <td>63</td>\n",
       "      <td>31</td>\n",
       "      <td>...</td>\n",
       "      <td>285</td>\n",
       "      <td>30</td>\n",
       "      <td>56</td>\n",
       "      <td>333</td>\n",
       "      <td>15</td>\n",
       "      <td>34</td>\n",
       "      <td>14</td>\n",
       "      <td>40</td>\n",
       "      <td>60</td>\n",
       "      <td>2323</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>021</th>\n",
       "      <td>120</td>\n",
       "      <td>2</td>\n",
       "      <td>29</td>\n",
       "      <td>241</td>\n",
       "      <td>195</td>\n",
       "      <td>24</td>\n",
       "      <td>60</td>\n",
       "      <td>15</td>\n",
       "      <td>54</td>\n",
       "      <td>17</td>\n",
       "      <td>...</td>\n",
       "      <td>298</td>\n",
       "      <td>27</td>\n",
       "      <td>58</td>\n",
       "      <td>325</td>\n",
       "      <td>10</td>\n",
       "      <td>31</td>\n",
       "      <td>15</td>\n",
       "      <td>33</td>\n",
       "      <td>66</td>\n",
       "      <td>2123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>023</th>\n",
       "      <td>84</td>\n",
       "      <td>2</td>\n",
       "      <td>12</td>\n",
       "      <td>159</td>\n",
       "      <td>131</td>\n",
       "      <td>23</td>\n",
       "      <td>30</td>\n",
       "      <td>11</td>\n",
       "      <td>40</td>\n",
       "      <td>10</td>\n",
       "      <td>...</td>\n",
       "      <td>205</td>\n",
       "      <td>22</td>\n",
       "      <td>42</td>\n",
       "      <td>231</td>\n",
       "      <td>6</td>\n",
       "      <td>15</td>\n",
       "      <td>6</td>\n",
       "      <td>29</td>\n",
       "      <td>54</td>\n",
       "      <td>1424</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>025</th>\n",
       "      <td>94</td>\n",
       "      <td>3</td>\n",
       "      <td>19</td>\n",
       "      <td>178</td>\n",
       "      <td>165</td>\n",
       "      <td>33</td>\n",
       "      <td>46</td>\n",
       "      <td>16</td>\n",
       "      <td>58</td>\n",
       "      <td>9</td>\n",
       "      <td>...</td>\n",
       "      <td>237</td>\n",
       "      <td>20</td>\n",
       "      <td>39</td>\n",
       "      <td>214</td>\n",
       "      <td>7</td>\n",
       "      <td>20</td>\n",
       "      <td>5</td>\n",
       "      <td>35</td>\n",
       "      <td>47</td>\n",
       "      <td>1613</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>027</th>\n",
       "      <td>446</td>\n",
       "      <td>10</td>\n",
       "      <td>118</td>\n",
       "      <td>1211</td>\n",
       "      <td>759</td>\n",
       "      <td>87</td>\n",
       "      <td>244</td>\n",
       "      <td>61</td>\n",
       "      <td>209</td>\n",
       "      <td>138</td>\n",
       "      <td>...</td>\n",
       "      <td>1015</td>\n",
       "      <td>108</td>\n",
       "      <td>212</td>\n",
       "      <td>1014</td>\n",
       "      <td>48</td>\n",
       "      <td>113</td>\n",
       "      <td>46</td>\n",
       "      <td>239</td>\n",
       "      <td>309</td>\n",
       "      <td>7950</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>029</th>\n",
       "      <td>1786</td>\n",
       "      <td>51</td>\n",
       "      <td>401</td>\n",
       "      <td>4131</td>\n",
       "      <td>2634</td>\n",
       "      <td>391</td>\n",
       "      <td>909</td>\n",
       "      <td>259</td>\n",
       "      <td>889</td>\n",
       "      <td>319</td>\n",
       "      <td>...</td>\n",
       "      <td>4497</td>\n",
       "      <td>398</td>\n",
       "      <td>785</td>\n",
       "      <td>4652</td>\n",
       "      <td>177</td>\n",
       "      <td>396</td>\n",
       "      <td>145</td>\n",
       "      <td>702</td>\n",
       "      <td>868</td>\n",
       "      <td>30639</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>031</th>\n",
       "      <td>72</td>\n",
       "      <td>2</td>\n",
       "      <td>20</td>\n",
       "      <td>160</td>\n",
       "      <td>133</td>\n",
       "      <td>30</td>\n",
       "      <td>39</td>\n",
       "      <td>11</td>\n",
       "      <td>38</td>\n",
       "      <td>18</td>\n",
       "      <td>...</td>\n",
       "      <td>178</td>\n",
       "      <td>17</td>\n",
       "      <td>38</td>\n",
       "      <td>164</td>\n",
       "      <td>7</td>\n",
       "      <td>18</td>\n",
       "      <td>4</td>\n",
       "      <td>27</td>\n",
       "      <td>51</td>\n",
       "      <td>1314</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>033</th>\n",
       "      <td>79</td>\n",
       "      <td>4</td>\n",
       "      <td>19</td>\n",
       "      <td>153</td>\n",
       "      <td>152</td>\n",
       "      <td>18</td>\n",
       "      <td>42</td>\n",
       "      <td>23</td>\n",
       "      <td>35</td>\n",
       "      <td>17</td>\n",
       "      <td>...</td>\n",
       "      <td>178</td>\n",
       "      <td>14</td>\n",
       "      <td>41</td>\n",
       "      <td>187</td>\n",
       "      <td>8</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>28</td>\n",
       "      <td>42</td>\n",
       "      <td>1385</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>035</th>\n",
       "      <td>111</td>\n",
       "      <td>4</td>\n",
       "      <td>25</td>\n",
       "      <td>214</td>\n",
       "      <td>199</td>\n",
       "      <td>23</td>\n",
       "      <td>71</td>\n",
       "      <td>16</td>\n",
       "      <td>39</td>\n",
       "      <td>14</td>\n",
       "      <td>...</td>\n",
       "      <td>248</td>\n",
       "      <td>24</td>\n",
       "      <td>48</td>\n",
       "      <td>278</td>\n",
       "      <td>9</td>\n",
       "      <td>19</td>\n",
       "      <td>9</td>\n",
       "      <td>51</td>\n",
       "      <td>59</td>\n",
       "      <td>1862</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>037</th>\n",
       "      <td>90</td>\n",
       "      <td>5</td>\n",
       "      <td>22</td>\n",
       "      <td>251</td>\n",
       "      <td>174</td>\n",
       "      <td>21</td>\n",
       "      <td>62</td>\n",
       "      <td>15</td>\n",
       "      <td>65</td>\n",
       "      <td>10</td>\n",
       "      <td>...</td>\n",
       "      <td>270</td>\n",
       "      <td>33</td>\n",
       "      <td>38</td>\n",
       "      <td>267</td>\n",
       "      <td>7</td>\n",
       "      <td>27</td>\n",
       "      <td>6</td>\n",
       "      <td>25</td>\n",
       "      <td>63</td>\n",
       "      <td>1853</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>039</th>\n",
       "      <td>107</td>\n",
       "      <td>1</td>\n",
       "      <td>21</td>\n",
       "      <td>220</td>\n",
       "      <td>176</td>\n",
       "      <td>30</td>\n",
       "      <td>42</td>\n",
       "      <td>15</td>\n",
       "      <td>43</td>\n",
       "      <td>34</td>\n",
       "      <td>...</td>\n",
       "      <td>244</td>\n",
       "      <td>25</td>\n",
       "      <td>52</td>\n",
       "      <td>220</td>\n",
       "      <td>6</td>\n",
       "      <td>24</td>\n",
       "      <td>14</td>\n",
       "      <td>39</td>\n",
       "      <td>52</td>\n",
       "      <td>1745</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>041</th>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>22</td>\n",
       "      <td>17</td>\n",
       "      <td>6</td>\n",
       "      <td>4</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>40</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>33</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>3</td>\n",
       "      <td>201</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>043</th>\n",
       "      <td>135</td>\n",
       "      <td>4</td>\n",
       "      <td>27</td>\n",
       "      <td>257</td>\n",
       "      <td>213</td>\n",
       "      <td>31</td>\n",
       "      <td>82</td>\n",
       "      <td>10</td>\n",
       "      <td>46</td>\n",
       "      <td>23</td>\n",
       "      <td>...</td>\n",
       "      <td>261</td>\n",
       "      <td>25</td>\n",
       "      <td>52</td>\n",
       "      <td>285</td>\n",
       "      <td>4</td>\n",
       "      <td>26</td>\n",
       "      <td>8</td>\n",
       "      <td>55</td>\n",
       "      <td>69</td>\n",
       "      <td>2053</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>045</th>\n",
       "      <td>160</td>\n",
       "      <td>2</td>\n",
       "      <td>37</td>\n",
       "      <td>377</td>\n",
       "      <td>266</td>\n",
       "      <td>39</td>\n",
       "      <td>79</td>\n",
       "      <td>20</td>\n",
       "      <td>99</td>\n",
       "      <td>26</td>\n",
       "      <td>...</td>\n",
       "      <td>362</td>\n",
       "      <td>44</td>\n",
       "      <td>68</td>\n",
       "      <td>468</td>\n",
       "      <td>28</td>\n",
       "      <td>31</td>\n",
       "      <td>28</td>\n",
       "      <td>55</td>\n",
       "      <td>75</td>\n",
       "      <td>2918</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>047</th>\n",
       "      <td>2052</td>\n",
       "      <td>159</td>\n",
       "      <td>700</td>\n",
       "      <td>7330</td>\n",
       "      <td>6181</td>\n",
       "      <td>487</td>\n",
       "      <td>1638</td>\n",
       "      <td>436</td>\n",
       "      <td>1352</td>\n",
       "      <td>1113</td>\n",
       "      <td>...</td>\n",
       "      <td>7350</td>\n",
       "      <td>826</td>\n",
       "      <td>1565</td>\n",
       "      <td>8215</td>\n",
       "      <td>381</td>\n",
       "      <td>1546</td>\n",
       "      <td>265</td>\n",
       "      <td>1919</td>\n",
       "      <td>2110</td>\n",
       "      <td>55110</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>049</th>\n",
       "      <td>31</td>\n",
       "      <td>1</td>\n",
       "      <td>7</td>\n",
       "      <td>96</td>\n",
       "      <td>78</td>\n",
       "      <td>4</td>\n",
       "      <td>35</td>\n",
       "      <td>11</td>\n",
       "      <td>39</td>\n",
       "      <td>8</td>\n",
       "      <td>...</td>\n",
       "      <td>114</td>\n",
       "      <td>9</td>\n",
       "      <td>37</td>\n",
       "      <td>120</td>\n",
       "      <td>6</td>\n",
       "      <td>13</td>\n",
       "      <td>2</td>\n",
       "      <td>16</td>\n",
       "      <td>28</td>\n",
       "      <td>808</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>051</th>\n",
       "      <td>104</td>\n",
       "      <td>6</td>\n",
       "      <td>22</td>\n",
       "      <td>255</td>\n",
       "      <td>179</td>\n",
       "      <td>24</td>\n",
       "      <td>53</td>\n",
       "      <td>7</td>\n",
       "      <td>49</td>\n",
       "      <td>22</td>\n",
       "      <td>...</td>\n",
       "      <td>213</td>\n",
       "      <td>31</td>\n",
       "      <td>26</td>\n",
       "      <td>274</td>\n",
       "      <td>11</td>\n",
       "      <td>20</td>\n",
       "      <td>9</td>\n",
       "      <td>31</td>\n",
       "      <td>47</td>\n",
       "      <td>1761</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>053</th>\n",
       "      <td>122</td>\n",
       "      <td>4</td>\n",
       "      <td>23</td>\n",
       "      <td>269</td>\n",
       "      <td>205</td>\n",
       "      <td>23</td>\n",
       "      <td>57</td>\n",
       "      <td>20</td>\n",
       "      <td>54</td>\n",
       "      <td>21</td>\n",
       "      <td>...</td>\n",
       "      <td>257</td>\n",
       "      <td>20</td>\n",
       "      <td>50</td>\n",
       "      <td>434</td>\n",
       "      <td>12</td>\n",
       "      <td>26</td>\n",
       "      <td>14</td>\n",
       "      <td>56</td>\n",
       "      <td>51</td>\n",
       "      <td>2167</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>055</th>\n",
       "      <td>1087</td>\n",
       "      <td>43</td>\n",
       "      <td>245</td>\n",
       "      <td>3184</td>\n",
       "      <td>1845</td>\n",
       "      <td>221</td>\n",
       "      <td>738</td>\n",
       "      <td>162</td>\n",
       "      <td>608</td>\n",
       "      <td>273</td>\n",
       "      <td>...</td>\n",
       "      <td>2915</td>\n",
       "      <td>281</td>\n",
       "      <td>576</td>\n",
       "      <td>3187</td>\n",
       "      <td>137</td>\n",
       "      <td>325</td>\n",
       "      <td>99</td>\n",
       "      <td>446</td>\n",
       "      <td>698</td>\n",
       "      <td>21237</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>057</th>\n",
       "      <td>95</td>\n",
       "      <td>2</td>\n",
       "      <td>18</td>\n",
       "      <td>189</td>\n",
       "      <td>207</td>\n",
       "      <td>18</td>\n",
       "      <td>61</td>\n",
       "      <td>17</td>\n",
       "      <td>42</td>\n",
       "      <td>15</td>\n",
       "      <td>...</td>\n",
       "      <td>229</td>\n",
       "      <td>17</td>\n",
       "      <td>49</td>\n",
       "      <td>219</td>\n",
       "      <td>12</td>\n",
       "      <td>27</td>\n",
       "      <td>11</td>\n",
       "      <td>36</td>\n",
       "      <td>58</td>\n",
       "      <td>1682</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>059</th>\n",
       "      <td>2259</td>\n",
       "      <td>72</td>\n",
       "      <td>509</td>\n",
       "      <td>6320</td>\n",
       "      <td>3746</td>\n",
       "      <td>348</td>\n",
       "      <td>1450</td>\n",
       "      <td>259</td>\n",
       "      <td>1139</td>\n",
       "      <td>532</td>\n",
       "      <td>...</td>\n",
       "      <td>6011</td>\n",
       "      <td>664</td>\n",
       "      <td>1169</td>\n",
       "      <td>6281</td>\n",
       "      <td>280</td>\n",
       "      <td>585</td>\n",
       "      <td>203</td>\n",
       "      <td>1272</td>\n",
       "      <td>1423</td>\n",
       "      <td>42162</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",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\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>065</th>\n",
       "      <td>441</td>\n",
       "      <td>8</td>\n",
       "      <td>97</td>\n",
       "      <td>888</td>\n",
       "      <td>685</td>\n",
       "      <td>75</td>\n",
       "      <td>253</td>\n",
       "      <td>71</td>\n",
       "      <td>196</td>\n",
       "      <td>85</td>\n",
       "      <td>...</td>\n",
       "      <td>1050</td>\n",
       "      <td>111</td>\n",
       "      <td>204</td>\n",
       "      <td>1032</td>\n",
       "      <td>41</td>\n",
       "      <td>109</td>\n",
       "      <td>37</td>\n",
       "      <td>207</td>\n",
       "      <td>193</td>\n",
       "      <td>7464</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>067</th>\n",
       "      <td>717</td>\n",
       "      <td>27</td>\n",
       "      <td>189</td>\n",
       "      <td>1845</td>\n",
       "      <td>1181</td>\n",
       "      <td>148</td>\n",
       "      <td>434</td>\n",
       "      <td>110</td>\n",
       "      <td>433</td>\n",
       "      <td>172</td>\n",
       "      <td>...</td>\n",
       "      <td>1824</td>\n",
       "      <td>202</td>\n",
       "      <td>375</td>\n",
       "      <td>2441</td>\n",
       "      <td>82</td>\n",
       "      <td>162</td>\n",
       "      <td>76</td>\n",
       "      <td>331</td>\n",
       "      <td>414</td>\n",
       "      <td>14264</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>069</th>\n",
       "      <td>175</td>\n",
       "      <td>4</td>\n",
       "      <td>47</td>\n",
       "      <td>427</td>\n",
       "      <td>232</td>\n",
       "      <td>33</td>\n",
       "      <td>101</td>\n",
       "      <td>19</td>\n",
       "      <td>88</td>\n",
       "      <td>29</td>\n",
       "      <td>...</td>\n",
       "      <td>457</td>\n",
       "      <td>59</td>\n",
       "      <td>87</td>\n",
       "      <td>473</td>\n",
       "      <td>14</td>\n",
       "      <td>38</td>\n",
       "      <td>21</td>\n",
       "      <td>66</td>\n",
       "      <td>91</td>\n",
       "      <td>3153</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>071</th>\n",
       "      <td>450</td>\n",
       "      <td>20</td>\n",
       "      <td>135</td>\n",
       "      <td>1253</td>\n",
       "      <td>820</td>\n",
       "      <td>96</td>\n",
       "      <td>322</td>\n",
       "      <td>74</td>\n",
       "      <td>259</td>\n",
       "      <td>136</td>\n",
       "      <td>...</td>\n",
       "      <td>1185</td>\n",
       "      <td>135</td>\n",
       "      <td>208</td>\n",
       "      <td>1308</td>\n",
       "      <td>56</td>\n",
       "      <td>117</td>\n",
       "      <td>69</td>\n",
       "      <td>373</td>\n",
       "      <td>267</td>\n",
       "      <td>9077</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>073</th>\n",
       "      <td>69</td>\n",
       "      <td>2</td>\n",
       "      <td>16</td>\n",
       "      <td>175</td>\n",
       "      <td>132</td>\n",
       "      <td>12</td>\n",
       "      <td>41</td>\n",
       "      <td>13</td>\n",
       "      <td>31</td>\n",
       "      <td>6</td>\n",
       "      <td>...</td>\n",
       "      <td>152</td>\n",
       "      <td>29</td>\n",
       "      <td>23</td>\n",
       "      <td>143</td>\n",
       "      <td>8</td>\n",
       "      <td>17</td>\n",
       "      <td>6</td>\n",
       "      <td>25</td>\n",
       "      <td>36</td>\n",
       "      <td>1218</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>075</th>\n",
       "      <td>189</td>\n",
       "      <td>7</td>\n",
       "      <td>55</td>\n",
       "      <td>395</td>\n",
       "      <td>338</td>\n",
       "      <td>40</td>\n",
       "      <td>136</td>\n",
       "      <td>41</td>\n",
       "      <td>114</td>\n",
       "      <td>26</td>\n",
       "      <td>...</td>\n",
       "      <td>433</td>\n",
       "      <td>34</td>\n",
       "      <td>90</td>\n",
       "      <td>514</td>\n",
       "      <td>16</td>\n",
       "      <td>32</td>\n",
       "      <td>17</td>\n",
       "      <td>84</td>\n",
       "      <td>109</td>\n",
       "      <td>3539</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>077</th>\n",
       "      <td>101</td>\n",
       "      <td>3</td>\n",
       "      <td>24</td>\n",
       "      <td>234</td>\n",
       "      <td>180</td>\n",
       "      <td>32</td>\n",
       "      <td>66</td>\n",
       "      <td>14</td>\n",
       "      <td>85</td>\n",
       "      <td>13</td>\n",
       "      <td>...</td>\n",
       "      <td>265</td>\n",
       "      <td>23</td>\n",
       "      <td>43</td>\n",
       "      <td>216</td>\n",
       "      <td>16</td>\n",
       "      <td>18</td>\n",
       "      <td>12</td>\n",
       "      <td>45</td>\n",
       "      <td>76</td>\n",
       "      <td>1861</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>079</th>\n",
       "      <td>128</td>\n",
       "      <td>6</td>\n",
       "      <td>34</td>\n",
       "      <td>427</td>\n",
       "      <td>217</td>\n",
       "      <td>31</td>\n",
       "      <td>103</td>\n",
       "      <td>22</td>\n",
       "      <td>61</td>\n",
       "      <td>36</td>\n",
       "      <td>...</td>\n",
       "      <td>362</td>\n",
       "      <td>39</td>\n",
       "      <td>68</td>\n",
       "      <td>388</td>\n",
       "      <td>33</td>\n",
       "      <td>45</td>\n",
       "      <td>15</td>\n",
       "      <td>113</td>\n",
       "      <td>88</td>\n",
       "      <td>2731</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>081</th>\n",
       "      <td>2186</td>\n",
       "      <td>102</td>\n",
       "      <td>681</td>\n",
       "      <td>7194</td>\n",
       "      <td>5523</td>\n",
       "      <td>444</td>\n",
       "      <td>1606</td>\n",
       "      <td>399</td>\n",
       "      <td>1267</td>\n",
       "      <td>1093</td>\n",
       "      <td>...</td>\n",
       "      <td>6544</td>\n",
       "      <td>829</td>\n",
       "      <td>1435</td>\n",
       "      <td>7830</td>\n",
       "      <td>351</td>\n",
       "      <td>1452</td>\n",
       "      <td>226</td>\n",
       "      <td>1559</td>\n",
       "      <td>1848</td>\n",
       "      <td>51634</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>083</th>\n",
       "      <td>243</td>\n",
       "      <td>8</td>\n",
       "      <td>71</td>\n",
       "      <td>626</td>\n",
       "      <td>456</td>\n",
       "      <td>74</td>\n",
       "      <td>188</td>\n",
       "      <td>62</td>\n",
       "      <td>133</td>\n",
       "      <td>66</td>\n",
       "      <td>...</td>\n",
       "      <td>661</td>\n",
       "      <td>60</td>\n",
       "      <td>96</td>\n",
       "      <td>729</td>\n",
       "      <td>25</td>\n",
       "      <td>56</td>\n",
       "      <td>25</td>\n",
       "      <td>129</td>\n",
       "      <td>163</td>\n",
       "      <td>4994</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>085</th>\n",
       "      <td>654</td>\n",
       "      <td>20</td>\n",
       "      <td>174</td>\n",
       "      <td>1788</td>\n",
       "      <td>1215</td>\n",
       "      <td>115</td>\n",
       "      <td>446</td>\n",
       "      <td>122</td>\n",
       "      <td>353</td>\n",
       "      <td>246</td>\n",
       "      <td>...</td>\n",
       "      <td>1680</td>\n",
       "      <td>176</td>\n",
       "      <td>357</td>\n",
       "      <td>1777</td>\n",
       "      <td>78</td>\n",
       "      <td>221</td>\n",
       "      <td>75</td>\n",
       "      <td>606</td>\n",
       "      <td>444</td>\n",
       "      <td>13043</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>087</th>\n",
       "      <td>394</td>\n",
       "      <td>16</td>\n",
       "      <td>109</td>\n",
       "      <td>1194</td>\n",
       "      <td>698</td>\n",
       "      <td>89</td>\n",
       "      <td>258</td>\n",
       "      <td>45</td>\n",
       "      <td>235</td>\n",
       "      <td>93</td>\n",
       "      <td>...</td>\n",
       "      <td>1026</td>\n",
       "      <td>118</td>\n",
       "      <td>199</td>\n",
       "      <td>1484</td>\n",
       "      <td>62</td>\n",
       "      <td>149</td>\n",
       "      <td>52</td>\n",
       "      <td>282</td>\n",
       "      <td>288</td>\n",
       "      <td>8263</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>089</th>\n",
       "      <td>182</td>\n",
       "      <td>3</td>\n",
       "      <td>27</td>\n",
       "      <td>371</td>\n",
       "      <td>336</td>\n",
       "      <td>52</td>\n",
       "      <td>77</td>\n",
       "      <td>37</td>\n",
       "      <td>101</td>\n",
       "      <td>25</td>\n",
       "      <td>...</td>\n",
       "      <td>470</td>\n",
       "      <td>34</td>\n",
       "      <td>66</td>\n",
       "      <td>459</td>\n",
       "      <td>16</td>\n",
       "      <td>35</td>\n",
       "      <td>19</td>\n",
       "      <td>42</td>\n",
       "      <td>105</td>\n",
       "      <td>3249</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>091</th>\n",
       "      <td>372</td>\n",
       "      <td>8</td>\n",
       "      <td>78</td>\n",
       "      <td>884</td>\n",
       "      <td>552</td>\n",
       "      <td>63</td>\n",
       "      <td>211</td>\n",
       "      <td>56</td>\n",
       "      <td>170</td>\n",
       "      <td>57</td>\n",
       "      <td>...</td>\n",
       "      <td>856</td>\n",
       "      <td>88</td>\n",
       "      <td>160</td>\n",
       "      <td>922</td>\n",
       "      <td>35</td>\n",
       "      <td>79</td>\n",
       "      <td>48</td>\n",
       "      <td>173</td>\n",
       "      <td>149</td>\n",
       "      <td>6301</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>093</th>\n",
       "      <td>259</td>\n",
       "      <td>7</td>\n",
       "      <td>61</td>\n",
       "      <td>629</td>\n",
       "      <td>464</td>\n",
       "      <td>55</td>\n",
       "      <td>139</td>\n",
       "      <td>36</td>\n",
       "      <td>147</td>\n",
       "      <td>62</td>\n",
       "      <td>...</td>\n",
       "      <td>660</td>\n",
       "      <td>43</td>\n",
       "      <td>128</td>\n",
       "      <td>554</td>\n",
       "      <td>28</td>\n",
       "      <td>71</td>\n",
       "      <td>25</td>\n",
       "      <td>84</td>\n",
       "      <td>150</td>\n",
       "      <td>4649</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>095</th>\n",
       "      <td>51</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>99</td>\n",
       "      <td>100</td>\n",
       "      <td>20</td>\n",
       "      <td>23</td>\n",
       "      <td>7</td>\n",
       "      <td>29</td>\n",
       "      <td>13</td>\n",
       "      <td>...</td>\n",
       "      <td>141</td>\n",
       "      <td>20</td>\n",
       "      <td>31</td>\n",
       "      <td>115</td>\n",
       "      <td>8</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>22</td>\n",
       "      <td>35</td>\n",
       "      <td>986</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>097</th>\n",
       "      <td>23</td>\n",
       "      <td>0</td>\n",
       "      <td>10</td>\n",
       "      <td>69</td>\n",
       "      <td>76</td>\n",
       "      <td>9</td>\n",
       "      <td>13</td>\n",
       "      <td>5</td>\n",
       "      <td>18</td>\n",
       "      <td>8</td>\n",
       "      <td>...</td>\n",
       "      <td>84</td>\n",
       "      <td>11</td>\n",
       "      <td>12</td>\n",
       "      <td>83</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>17</td>\n",
       "      <td>19</td>\n",
       "      <td>597</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>099</th>\n",
       "      <td>68</td>\n",
       "      <td>1</td>\n",
       "      <td>21</td>\n",
       "      <td>161</td>\n",
       "      <td>96</td>\n",
       "      <td>11</td>\n",
       "      <td>45</td>\n",
       "      <td>11</td>\n",
       "      <td>39</td>\n",
       "      <td>8</td>\n",
       "      <td>...</td>\n",
       "      <td>132</td>\n",
       "      <td>12</td>\n",
       "      <td>33</td>\n",
       "      <td>144</td>\n",
       "      <td>5</td>\n",
       "      <td>13</td>\n",
       "      <td>5</td>\n",
       "      <td>18</td>\n",
       "      <td>40</td>\n",
       "      <td>1118</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>164</td>\n",
       "      <td>6</td>\n",
       "      <td>39</td>\n",
       "      <td>355</td>\n",
       "      <td>282</td>\n",
       "      <td>36</td>\n",
       "      <td>80</td>\n",
       "      <td>29</td>\n",
       "      <td>74</td>\n",
       "      <td>26</td>\n",
       "      <td>...</td>\n",
       "      <td>418</td>\n",
       "      <td>38</td>\n",
       "      <td>69</td>\n",
       "      <td>383</td>\n",
       "      <td>15</td>\n",
       "      <td>34</td>\n",
       "      <td>15</td>\n",
       "      <td>44</td>\n",
       "      <td>84</td>\n",
       "      <td>2903</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>2233</td>\n",
       "      <td>83</td>\n",
       "      <td>517</td>\n",
       "      <td>6053</td>\n",
       "      <td>4002</td>\n",
       "      <td>459</td>\n",
       "      <td>1476</td>\n",
       "      <td>311</td>\n",
       "      <td>1201</td>\n",
       "      <td>541</td>\n",
       "      <td>...</td>\n",
       "      <td>6257</td>\n",
       "      <td>625</td>\n",
       "      <td>1189</td>\n",
       "      <td>6321</td>\n",
       "      <td>311</td>\n",
       "      <td>605</td>\n",
       "      <td>236</td>\n",
       "      <td>1439</td>\n",
       "      <td>1332</td>\n",
       "      <td>43863</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>124</td>\n",
       "      <td>4</td>\n",
       "      <td>32</td>\n",
       "      <td>280</td>\n",
       "      <td>198</td>\n",
       "      <td>24</td>\n",
       "      <td>73</td>\n",
       "      <td>24</td>\n",
       "      <td>73</td>\n",
       "      <td>40</td>\n",
       "      <td>...</td>\n",
       "      <td>341</td>\n",
       "      <td>33</td>\n",
       "      <td>64</td>\n",
       "      <td>325</td>\n",
       "      <td>10</td>\n",
       "      <td>39</td>\n",
       "      <td>8</td>\n",
       "      <td>73</td>\n",
       "      <td>82</td>\n",
       "      <td>2361</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>92</td>\n",
       "      <td>3</td>\n",
       "      <td>22</td>\n",
       "      <td>208</td>\n",
       "      <td>147</td>\n",
       "      <td>15</td>\n",
       "      <td>62</td>\n",
       "      <td>18</td>\n",
       "      <td>46</td>\n",
       "      <td>14</td>\n",
       "      <td>...</td>\n",
       "      <td>233</td>\n",
       "      <td>20</td>\n",
       "      <td>41</td>\n",
       "      <td>218</td>\n",
       "      <td>5</td>\n",
       "      <td>16</td>\n",
       "      <td>11</td>\n",
       "      <td>40</td>\n",
       "      <td>41</td>\n",
       "      <td>1579</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>127</td>\n",
       "      <td>2</td>\n",
       "      <td>38</td>\n",
       "      <td>314</td>\n",
       "      <td>197</td>\n",
       "      <td>26</td>\n",
       "      <td>50</td>\n",
       "      <td>12</td>\n",
       "      <td>76</td>\n",
       "      <td>22</td>\n",
       "      <td>...</td>\n",
       "      <td>334</td>\n",
       "      <td>30</td>\n",
       "      <td>55</td>\n",
       "      <td>419</td>\n",
       "      <td>8</td>\n",
       "      <td>26</td>\n",
       "      <td>19</td>\n",
       "      <td>61</td>\n",
       "      <td>91</td>\n",
       "      <td>2318</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>276</td>\n",
       "      <td>7</td>\n",
       "      <td>70</td>\n",
       "      <td>750</td>\n",
       "      <td>562</td>\n",
       "      <td>57</td>\n",
       "      <td>164</td>\n",
       "      <td>44</td>\n",
       "      <td>152</td>\n",
       "      <td>82</td>\n",
       "      <td>...</td>\n",
       "      <td>776</td>\n",
       "      <td>85</td>\n",
       "      <td>155</td>\n",
       "      <td>723</td>\n",
       "      <td>40</td>\n",
       "      <td>56</td>\n",
       "      <td>30</td>\n",
       "      <td>148</td>\n",
       "      <td>185</td>\n",
       "      <td>5515</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>145</td>\n",
       "      <td>4</td>\n",
       "      <td>23</td>\n",
       "      <td>300</td>\n",
       "      <td>173</td>\n",
       "      <td>27</td>\n",
       "      <td>66</td>\n",
       "      <td>24</td>\n",
       "      <td>64</td>\n",
       "      <td>26</td>\n",
       "      <td>...</td>\n",
       "      <td>356</td>\n",
       "      <td>32</td>\n",
       "      <td>46</td>\n",
       "      <td>377</td>\n",
       "      <td>12</td>\n",
       "      <td>27</td>\n",
       "      <td>8</td>\n",
       "      <td>48</td>\n",
       "      <td>91</td>\n",
       "      <td>2374</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>118</td>\n",
       "      <td>2</td>\n",
       "      <td>26</td>\n",
       "      <td>269</td>\n",
       "      <td>148</td>\n",
       "      <td>34</td>\n",
       "      <td>67</td>\n",
       "      <td>17</td>\n",
       "      <td>34</td>\n",
       "      <td>18</td>\n",
       "      <td>...</td>\n",
       "      <td>260</td>\n",
       "      <td>26</td>\n",
       "      <td>49</td>\n",
       "      <td>319</td>\n",
       "      <td>12</td>\n",
       "      <td>27</td>\n",
       "      <td>17</td>\n",
       "      <td>62</td>\n",
       "      <td>71</td>\n",
       "      <td>2048</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>156</td>\n",
       "      <td>6</td>\n",
       "      <td>34</td>\n",
       "      <td>344</td>\n",
       "      <td>265</td>\n",
       "      <td>41</td>\n",
       "      <td>78</td>\n",
       "      <td>23</td>\n",
       "      <td>75</td>\n",
       "      <td>33</td>\n",
       "      <td>...</td>\n",
       "      <td>382</td>\n",
       "      <td>36</td>\n",
       "      <td>73</td>\n",
       "      <td>464</td>\n",
       "      <td>11</td>\n",
       "      <td>34</td>\n",
       "      <td>15</td>\n",
       "      <td>40</td>\n",
       "      <td>68</td>\n",
       "      <td>2766</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>1269</td>\n",
       "      <td>51</td>\n",
       "      <td>343</td>\n",
       "      <td>4075</td>\n",
       "      <td>2449</td>\n",
       "      <td>262</td>\n",
       "      <td>810</td>\n",
       "      <td>179</td>\n",
       "      <td>809</td>\n",
       "      <td>386</td>\n",
       "      <td>...</td>\n",
       "      <td>3753</td>\n",
       "      <td>410</td>\n",
       "      <td>741</td>\n",
       "      <td>4165</td>\n",
       "      <td>188</td>\n",
       "      <td>453</td>\n",
       "      <td>128</td>\n",
       "      <td>873</td>\n",
       "      <td>894</td>\n",
       "      <td>27171</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>98</td>\n",
       "      <td>3</td>\n",
       "      <td>26</td>\n",
       "      <td>169</td>\n",
       "      <td>146</td>\n",
       "      <td>14</td>\n",
       "      <td>49</td>\n",
       "      <td>4</td>\n",
       "      <td>45</td>\n",
       "      <td>10</td>\n",
       "      <td>...</td>\n",
       "      <td>184</td>\n",
       "      <td>24</td>\n",
       "      <td>36</td>\n",
       "      <td>227</td>\n",
       "      <td>8</td>\n",
       "      <td>15</td>\n",
       "      <td>6</td>\n",
       "      <td>28</td>\n",
       "      <td>33</td>\n",
       "      <td>1369</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>42</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>101</td>\n",
       "      <td>68</td>\n",
       "      <td>9</td>\n",
       "      <td>32</td>\n",
       "      <td>7</td>\n",
       "      <td>23</td>\n",
       "      <td>8</td>\n",
       "      <td>...</td>\n",
       "      <td>95</td>\n",
       "      <td>11</td>\n",
       "      <td>18</td>\n",
       "      <td>98</td>\n",
       "      <td>10</td>\n",
       "      <td>6</td>\n",
       "      <td>2</td>\n",
       "      <td>14</td>\n",
       "      <td>31</td>\n",
       "      <td>753</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>62 rows × 25 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            observed_Bladder  observed_Bone  observed_Brain  observed_Breast  \\\n",
       "countyCode                                                                     \n",
       "001                      498             14             123             1190   \n",
       "003                       79              3              26              176   \n",
       "005                      804             76             339             3834   \n",
       "007                      328              7              90              817   \n",
       "009                      135              4              36              295   \n",
       "011                      113              8              36              324   \n",
       "013                      265              3              54              570   \n",
       "015                      175              7              51              370   \n",
       "017                       94              4              24              173   \n",
       "019                      127              6              32              256   \n",
       "021                      120              2              29              241   \n",
       "023                       84              2              12              159   \n",
       "025                       94              3              19              178   \n",
       "027                      446             10             118             1211   \n",
       "029                     1786             51             401             4131   \n",
       "031                       72              2              20              160   \n",
       "033                       79              4              19              153   \n",
       "035                      111              4              25              214   \n",
       "037                       90              5              22              251   \n",
       "039                      107              1              21              220   \n",
       "041                        9              0               4               22   \n",
       "043                      135              4              27              257   \n",
       "045                      160              2              37              377   \n",
       "047                     2052            159             700             7330   \n",
       "049                       31              1               7               96   \n",
       "051                      104              6              22              255   \n",
       "053                      122              4              23              269   \n",
       "055                     1087             43             245             3184   \n",
       "057                       95              2              18              189   \n",
       "059                     2259             72             509             6320   \n",
       "...                      ...            ...             ...              ...   \n",
       "065                      441              8              97              888   \n",
       "067                      717             27             189             1845   \n",
       "069                      175              4              47              427   \n",
       "071                      450             20             135             1253   \n",
       "073                       69              2              16              175   \n",
       "075                      189              7              55              395   \n",
       "077                      101              3              24              234   \n",
       "079                      128              6              34              427   \n",
       "081                     2186            102             681             7194   \n",
       "083                      243              8              71              626   \n",
       "085                      654             20             174             1788   \n",
       "087                      394             16             109             1194   \n",
       "089                      182              3              27              371   \n",
       "091                      372              8              78              884   \n",
       "093                      259              7              61              629   \n",
       "095                       51              1               9               99   \n",
       "097                       23              0              10               69   \n",
       "099                       68              1              21              161   \n",
       "101                      164              6              39              355   \n",
       "103                     2233             83             517             6053   \n",
       "105                      124              4              32              280   \n",
       "107                       92              3              22              208   \n",
       "109                      127              2              38              314   \n",
       "111                      276              7              70              750   \n",
       "113                      145              4              23              300   \n",
       "115                      118              2              26              269   \n",
       "117                      156              6              34              344   \n",
       "119                     1269             51             343             4075   \n",
       "121                       98              3              26              169   \n",
       "123                       42              1              14              101   \n",
       "\n",
       "            observed_Colorectal  observed_Esophagus  observed_Kidney  \\\n",
       "countyCode                                                             \n",
       "001                         788                 106              275   \n",
       "003                         153                  15               39   \n",
       "005                        3004                 302              846   \n",
       "007                         666                  81              188   \n",
       "009                         279                  31               80   \n",
       "011                         217                  24               87   \n",
       "013                         382                  55              136   \n",
       "015                         268                  30               80   \n",
       "017                         156                  24               52   \n",
       "019                         232                  44              107   \n",
       "021                         195                  24               60   \n",
       "023                         131                  23               30   \n",
       "025                         165                  33               46   \n",
       "027                         759                  87              244   \n",
       "029                        2634                 391              909   \n",
       "031                         133                  30               39   \n",
       "033                         152                  18               42   \n",
       "035                         199                  23               71   \n",
       "037                         174                  21               62   \n",
       "039                         176                  30               42   \n",
       "041                          17                   6                4   \n",
       "043                         213                  31               82   \n",
       "045                         266                  39               79   \n",
       "047                        6181                 487             1638   \n",
       "049                          78                   4               35   \n",
       "051                         179                  24               53   \n",
       "053                         205                  23               57   \n",
       "055                        1845                 221              738   \n",
       "057                         207                  18               61   \n",
       "059                        3746                 348             1450   \n",
       "...                         ...                 ...              ...   \n",
       "065                         685                  75              253   \n",
       "067                        1181                 148              434   \n",
       "069                         232                  33              101   \n",
       "071                         820                  96              322   \n",
       "073                         132                  12               41   \n",
       "075                         338                  40              136   \n",
       "077                         180                  32               66   \n",
       "079                         217                  31              103   \n",
       "081                        5523                 444             1606   \n",
       "083                         456                  74              188   \n",
       "085                        1215                 115              446   \n",
       "087                         698                  89              258   \n",
       "089                         336                  52               77   \n",
       "091                         552                  63              211   \n",
       "093                         464                  55              139   \n",
       "095                         100                  20               23   \n",
       "097                          76                   9               13   \n",
       "099                          96                  11               45   \n",
       "101                         282                  36               80   \n",
       "103                        4002                 459             1476   \n",
       "105                         198                  24               73   \n",
       "107                         147                  15               62   \n",
       "109                         197                  26               50   \n",
       "111                         562                  57              164   \n",
       "113                         173                  27               66   \n",
       "115                         148                  34               67   \n",
       "117                         265                  41               78   \n",
       "119                        2449                 262              810   \n",
       "121                         146                  14               49   \n",
       "123                          68                   9               32   \n",
       "\n",
       "            observed_Larynx  observed_Leukemia  observed_Liver  \\\n",
       "countyCode                                                       \n",
       "001                      67                257             121   \n",
       "003                      12                 53              13   \n",
       "005                     293                698             909   \n",
       "007                      52                146              63   \n",
       "009                      28                 56              19   \n",
       "011                      26                 78              25   \n",
       "013                      34                110              42   \n",
       "015                      33                 84              27   \n",
       "017                      13                 57              12   \n",
       "019                      27                 63              31   \n",
       "021                      15                 54              17   \n",
       "023                      11                 40              10   \n",
       "025                      16                 58               9   \n",
       "027                      61                209             138   \n",
       "029                     259                889             319   \n",
       "031                      11                 38              18   \n",
       "033                      23                 35              17   \n",
       "035                      16                 39              14   \n",
       "037                      15                 65              10   \n",
       "039                      15                 43              34   \n",
       "041                       3                  2               4   \n",
       "043                      10                 46              23   \n",
       "045                      20                 99              26   \n",
       "047                     436               1352            1113   \n",
       "049                      11                 39               8   \n",
       "051                       7                 49              22   \n",
       "053                      20                 54              21   \n",
       "055                     162                608             273   \n",
       "057                      17                 42              15   \n",
       "059                     259               1139             532   \n",
       "...                     ...                ...             ...   \n",
       "065                      71                196              85   \n",
       "067                     110                433             172   \n",
       "069                      19                 88              29   \n",
       "071                      74                259             136   \n",
       "073                      13                 31               6   \n",
       "075                      41                114              26   \n",
       "077                      14                 85              13   \n",
       "079                      22                 61              36   \n",
       "081                     399               1267            1093   \n",
       "083                      62                133              66   \n",
       "085                     122                353             246   \n",
       "087                      45                235              93   \n",
       "089                      37                101              25   \n",
       "091                      56                170              57   \n",
       "093                      36                147              62   \n",
       "095                       7                 29              13   \n",
       "097                       5                 18               8   \n",
       "099                      11                 39               8   \n",
       "101                      29                 74              26   \n",
       "103                     311               1201             541   \n",
       "105                      24                 73              40   \n",
       "107                      18                 46              14   \n",
       "109                      12                 76              22   \n",
       "111                      44                152              82   \n",
       "113                      24                 64              26   \n",
       "115                      17                 34              18   \n",
       "117                      23                 75              33   \n",
       "119                     179                809             386   \n",
       "121                       4                 45              10   \n",
       "123                       7                 23               8   \n",
       "\n",
       "                 ...        observed_Other  observed_Ovary  observed_Pancreas  \\\n",
       "countyCode       ...                                                            \n",
       "001              ...                  1187             100                227   \n",
       "003              ...                   190              17                 27   \n",
       "005              ...                  3641             427                761   \n",
       "007              ...                   873              92                128   \n",
       "009              ...                   338              39                 57   \n",
       "011              ...                   329              32                 66   \n",
       "013              ...                   606              62                100   \n",
       "015              ...                   522              57                 80   \n",
       "017              ...                   257              28                 38   \n",
       "019              ...                   285              30                 56   \n",
       "021              ...                   298              27                 58   \n",
       "023              ...                   205              22                 42   \n",
       "025              ...                   237              20                 39   \n",
       "027              ...                  1015             108                212   \n",
       "029              ...                  4497             398                785   \n",
       "031              ...                   178              17                 38   \n",
       "033              ...                   178              14                 41   \n",
       "035              ...                   248              24                 48   \n",
       "037              ...                   270              33                 38   \n",
       "039              ...                   244              25                 52   \n",
       "041              ...                    40               3                  3   \n",
       "043              ...                   261              25                 52   \n",
       "045              ...                   362              44                 68   \n",
       "047              ...                  7350             826               1565   \n",
       "049              ...                   114               9                 37   \n",
       "051              ...                   213              31                 26   \n",
       "053              ...                   257              20                 50   \n",
       "055              ...                  2915             281                576   \n",
       "057              ...                   229              17                 49   \n",
       "059              ...                  6011             664               1169   \n",
       "...              ...                   ...             ...                ...   \n",
       "065              ...                  1050             111                204   \n",
       "067              ...                  1824             202                375   \n",
       "069              ...                   457              59                 87   \n",
       "071              ...                  1185             135                208   \n",
       "073              ...                   152              29                 23   \n",
       "075              ...                   433              34                 90   \n",
       "077              ...                   265              23                 43   \n",
       "079              ...                   362              39                 68   \n",
       "081              ...                  6544             829               1435   \n",
       "083              ...                   661              60                 96   \n",
       "085              ...                  1680             176                357   \n",
       "087              ...                  1026             118                199   \n",
       "089              ...                   470              34                 66   \n",
       "091              ...                   856              88                160   \n",
       "093              ...                   660              43                128   \n",
       "095              ...                   141              20                 31   \n",
       "097              ...                    84              11                 12   \n",
       "099              ...                   132              12                 33   \n",
       "101              ...                   418              38                 69   \n",
       "103              ...                  6257             625               1189   \n",
       "105              ...                   341              33                 64   \n",
       "107              ...                   233              20                 41   \n",
       "109              ...                   334              30                 55   \n",
       "111              ...                   776              85                155   \n",
       "113              ...                   356              32                 46   \n",
       "115              ...                   260              26                 49   \n",
       "117              ...                   382              36                 73   \n",
       "119              ...                  3753             410                741   \n",
       "121              ...                   184              24                 36   \n",
       "123              ...                    95              11                 18   \n",
       "\n",
       "            observed_Prostate  observed_Soft_Tissue  observed_Stomach  \\\n",
       "countyCode                                                              \n",
       "001                      1278                    57               116   \n",
       "003                       193                     9                21   \n",
       "005                      4573                   196               693   \n",
       "007                      1031                    32                93   \n",
       "009                       359                    21                34   \n",
       "011                       398                    17                36   \n",
       "013                       864                    23                54   \n",
       "015                       389                    13                40   \n",
       "017                       210                    12                15   \n",
       "019                       333                    15                34   \n",
       "021                       325                    10                31   \n",
       "023                       231                     6                15   \n",
       "025                       214                     7                20   \n",
       "027                      1014                    48               113   \n",
       "029                      4652                   177               396   \n",
       "031                       164                     7                18   \n",
       "033                       187                     8                10   \n",
       "035                       278                     9                19   \n",
       "037                       267                     7                27   \n",
       "039                       220                     6                24   \n",
       "041                        33                     1                 3   \n",
       "043                       285                     4                26   \n",
       "045                       468                    28                31   \n",
       "047                      8215                   381              1546   \n",
       "049                       120                     6                13   \n",
       "051                       274                    11                20   \n",
       "053                       434                    12                26   \n",
       "055                      3187                   137               325   \n",
       "057                       219                    12                27   \n",
       "059                      6281                   280               585   \n",
       "...                       ...                   ...               ...   \n",
       "065                      1032                    41               109   \n",
       "067                      2441                    82               162   \n",
       "069                       473                    14                38   \n",
       "071                      1308                    56               117   \n",
       "073                       143                     8                17   \n",
       "075                       514                    16                32   \n",
       "077                       216                    16                18   \n",
       "079                       388                    33                45   \n",
       "081                      7830                   351              1452   \n",
       "083                       729                    25                56   \n",
       "085                      1777                    78               221   \n",
       "087                      1484                    62               149   \n",
       "089                       459                    16                35   \n",
       "091                       922                    35                79   \n",
       "093                       554                    28                71   \n",
       "095                       115                     8                19   \n",
       "097                        83                     3                 3   \n",
       "099                       144                     5                13   \n",
       "101                       383                    15                34   \n",
       "103                      6321                   311               605   \n",
       "105                       325                    10                39   \n",
       "107                       218                     5                16   \n",
       "109                       419                     8                26   \n",
       "111                       723                    40                56   \n",
       "113                       377                    12                27   \n",
       "115                       319                    12                27   \n",
       "117                       464                    11                34   \n",
       "119                      4165                   188               453   \n",
       "121                       227                     8                15   \n",
       "123                        98                    10                 6   \n",
       "\n",
       "            observed_Testis  observed_Thyroid  observed_Uterus  observed_Total  \n",
       "countyCode                                                                      \n",
       "001                      43               212              231            8877  \n",
       "003                       4                19               32            1389  \n",
       "005                     117               634             1025           28438  \n",
       "007                      25               203              212            6398  \n",
       "009                      17                37               71            2492  \n",
       "011                      11                58               67            2529  \n",
       "013                      14                75              149            4468  \n",
       "015                       9                75               85            3073  \n",
       "017                       9                43               57            1637  \n",
       "019                      14                40               60            2323  \n",
       "021                      15                33               66            2123  \n",
       "023                       6                29               54            1424  \n",
       "025                       5                35               47            1613  \n",
       "027                      46               239              309            7950  \n",
       "029                     145               702              868           30639  \n",
       "031                       4                27               51            1314  \n",
       "033                       4                28               42            1385  \n",
       "035                       9                51               59            1862  \n",
       "037                       6                25               63            1853  \n",
       "039                      14                39               52            1745  \n",
       "041                       0                 4                3             201  \n",
       "043                       8                55               69            2053  \n",
       "045                      28                55               75            2918  \n",
       "047                     265              1919             2110           55110  \n",
       "049                       2                16               28             808  \n",
       "051                       9                31               47            1761  \n",
       "053                      14                56               51            2167  \n",
       "055                      99               446              698           21237  \n",
       "057                      11                36               58            1682  \n",
       "059                     203              1272             1423           42162  \n",
       "...                     ...               ...              ...             ...  \n",
       "065                      37               207              193            7464  \n",
       "067                      76               331              414           14264  \n",
       "069                      21                66               91            3153  \n",
       "071                      69               373              267            9077  \n",
       "073                       6                25               36            1218  \n",
       "075                      17                84              109            3539  \n",
       "077                      12                45               76            1861  \n",
       "079                      15               113               88            2731  \n",
       "081                     226              1559             1848           51634  \n",
       "083                      25               129              163            4994  \n",
       "085                      75               606              444           13043  \n",
       "087                      52               282              288            8263  \n",
       "089                      19                42              105            3249  \n",
       "091                      48               173              149            6301  \n",
       "093                      25                84              150            4649  \n",
       "095                       7                22               35             986  \n",
       "097                       4                17               19             597  \n",
       "099                       5                18               40            1118  \n",
       "101                      15                44               84            2903  \n",
       "103                     236              1439             1332           43863  \n",
       "105                       8                73               82            2361  \n",
       "107                      11                40               41            1579  \n",
       "109                      19                61               91            2318  \n",
       "111                      30               148              185            5515  \n",
       "113                       8                48               91            2374  \n",
       "115                      17                62               71            2048  \n",
       "117                      15                40               68            2766  \n",
       "119                     128               873              894           27171  \n",
       "121                       6                28               33            1369  \n",
       "123                       2                14               31             753  \n",
       "\n",
       "[62 rows x 25 columns]"
      ]
     },
     "execution_count": 72,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "aggr"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# adding stuff here"
   ]
  }
 ],
 "metadata": {
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   "display_name": "Python 2",
   "language": "python",
   "name": "python2"
  },
  "language_info": {
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    "name": "ipython",
    "version": 2
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   "file_extension": ".py",
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   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
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