explorSmok2.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 162,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 163,
   "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": 163,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# smoking data:\n",
    "smokData = pd.read_csv('data/PA__Percentage_of_Cigarette_Smoking_Among_Adults_Map.csv')\n",
    "\n",
    "list(smokData.columns.values)\n",
    "subSmok = smokData[list([smokData.columns[6], smokData.columns[9], smokData.columns[10], smokData.columns[-1]])]\n",
    "subSmok"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 164,
   "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": 164,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# all-cancer data:\n",
    "# https://health.data.ny.gov/Health/Community-Health-All-Cancer-Incidence-Age-adjusted/4wxt-6bzs\n",
    "allCancer = pd.read_csv('data/Community_Health__All_Cancer_Incidence_Age-adjusted_Rate_per_100_000_by_County_Maps__Latest_Data.csv')\n",
    "\n",
    "allCancer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 183,
   "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>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>...</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>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>...</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>1</th>\n",
       "      <td>003</td>\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>...</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>2</th>\n",
       "      <td>005</td>\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>...</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>3</th>\n",
       "      <td>007</td>\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>...</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>4</th>\n",
       "      <td>009</td>\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>...</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>5</th>\n",
       "      <td>011</td>\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>...</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>6</th>\n",
       "      <td>013</td>\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>...</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>7</th>\n",
       "      <td>015</td>\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>...</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>8</th>\n",
       "      <td>017</td>\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>...</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>9</th>\n",
       "      <td>019</td>\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>...</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>10</th>\n",
       "      <td>021</td>\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>...</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>11</th>\n",
       "      <td>023</td>\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>...</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>12</th>\n",
       "      <td>025</td>\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>...</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>13</th>\n",
       "      <td>027</td>\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>...</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>14</th>\n",
       "      <td>029</td>\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>...</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>15</th>\n",
       "      <td>031</td>\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>...</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>16</th>\n",
       "      <td>033</td>\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>...</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>17</th>\n",
       "      <td>035</td>\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>...</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>18</th>\n",
       "      <td>037</td>\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>...</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>19</th>\n",
       "      <td>039</td>\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>...</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>20</th>\n",
       "      <td>041</td>\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>...</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>21</th>\n",
       "      <td>043</td>\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>...</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>22</th>\n",
       "      <td>045</td>\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>...</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>23</th>\n",
       "      <td>047</td>\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>...</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>24</th>\n",
       "      <td>049</td>\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>...</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>25</th>\n",
       "      <td>051</td>\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>...</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>26</th>\n",
       "      <td>053</td>\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>...</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>27</th>\n",
       "      <td>055</td>\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>...</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>28</th>\n",
       "      <td>057</td>\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>...</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>29</th>\n",
       "      <td>059</td>\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>...</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>32</th>\n",
       "      <td>065</td>\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>...</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>33</th>\n",
       "      <td>067</td>\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>...</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>34</th>\n",
       "      <td>069</td>\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>...</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>35</th>\n",
       "      <td>071</td>\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>...</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>36</th>\n",
       "      <td>073</td>\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>...</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>37</th>\n",
       "      <td>075</td>\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>...</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>38</th>\n",
       "      <td>077</td>\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>...</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>39</th>\n",
       "      <td>079</td>\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>...</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>40</th>\n",
       "      <td>081</td>\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>...</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>41</th>\n",
       "      <td>083</td>\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>...</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>42</th>\n",
       "      <td>085</td>\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>...</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>43</th>\n",
       "      <td>087</td>\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>...</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>44</th>\n",
       "      <td>089</td>\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>...</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>45</th>\n",
       "      <td>091</td>\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>...</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>46</th>\n",
       "      <td>093</td>\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>...</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>47</th>\n",
       "      <td>095</td>\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>...</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>48</th>\n",
       "      <td>097</td>\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>...</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>49</th>\n",
       "      <td>099</td>\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>...</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>50</th>\n",
       "      <td>101</td>\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>...</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>51</th>\n",
       "      <td>103</td>\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>...</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>52</th>\n",
       "      <td>105</td>\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>...</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>53</th>\n",
       "      <td>107</td>\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>...</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>54</th>\n",
       "      <td>109</td>\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>...</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>55</th>\n",
       "      <td>111</td>\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>...</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>56</th>\n",
       "      <td>113</td>\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>...</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>57</th>\n",
       "      <td>115</td>\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>...</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>58</th>\n",
       "      <td>117</td>\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>...</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>59</th>\n",
       "      <td>119</td>\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>...</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>60</th>\n",
       "      <td>121</td>\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>...</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>61</th>\n",
       "      <td>123</td>\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>...</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 × 26 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   countyCode  observed_Bladder  observed_Bone  observed_Brain  \\\n",
       "0         001               498             14             123   \n",
       "1         003                79              3              26   \n",
       "2         005               804             76             339   \n",
       "3         007               328              7              90   \n",
       "4         009               135              4              36   \n",
       "5         011               113              8              36   \n",
       "6         013               265              3              54   \n",
       "7         015               175              7              51   \n",
       "8         017                94              4              24   \n",
       "9         019               127              6              32   \n",
       "10        021               120              2              29   \n",
       "11        023                84              2              12   \n",
       "12        025                94              3              19   \n",
       "13        027               446             10             118   \n",
       "14        029              1786             51             401   \n",
       "15        031                72              2              20   \n",
       "16        033                79              4              19   \n",
       "17        035               111              4              25   \n",
       "18        037                90              5              22   \n",
       "19        039               107              1              21   \n",
       "20        041                 9              0               4   \n",
       "21        043               135              4              27   \n",
       "22        045               160              2              37   \n",
       "23        047              2052            159             700   \n",
       "24        049                31              1               7   \n",
       "25        051               104              6              22   \n",
       "26        053               122              4              23   \n",
       "27        055              1087             43             245   \n",
       "28        057                95              2              18   \n",
       "29        059              2259             72             509   \n",
       "..        ...               ...            ...             ...   \n",
       "32        065               441              8              97   \n",
       "33        067               717             27             189   \n",
       "34        069               175              4              47   \n",
       "35        071               450             20             135   \n",
       "36        073                69              2              16   \n",
       "37        075               189              7              55   \n",
       "38        077               101              3              24   \n",
       "39        079               128              6              34   \n",
       "40        081              2186            102             681   \n",
       "41        083               243              8              71   \n",
       "42        085               654             20             174   \n",
       "43        087               394             16             109   \n",
       "44        089               182              3              27   \n",
       "45        091               372              8              78   \n",
       "46        093               259              7              61   \n",
       "47        095                51              1               9   \n",
       "48        097                23              0              10   \n",
       "49        099                68              1              21   \n",
       "50        101               164              6              39   \n",
       "51        103              2233             83             517   \n",
       "52        105               124              4              32   \n",
       "53        107                92              3              22   \n",
       "54        109               127              2              38   \n",
       "55        111               276              7              70   \n",
       "56        113               145              4              23   \n",
       "57        115               118              2              26   \n",
       "58        117               156              6              34   \n",
       "59        119              1269             51             343   \n",
       "60        121                98              3              26   \n",
       "61        123                42              1              14   \n",
       "\n",
       "    observed_Breast  observed_Colorectal  observed_Esophagus  observed_Kidney  \\\n",
       "0              1190                  788                 106              275   \n",
       "1               176                  153                  15               39   \n",
       "2              3834                 3004                 302              846   \n",
       "3               817                  666                  81              188   \n",
       "4               295                  279                  31               80   \n",
       "5               324                  217                  24               87   \n",
       "6               570                  382                  55              136   \n",
       "7               370                  268                  30               80   \n",
       "8               173                  156                  24               52   \n",
       "9               256                  232                  44              107   \n",
       "10              241                  195                  24               60   \n",
       "11              159                  131                  23               30   \n",
       "12              178                  165                  33               46   \n",
       "13             1211                  759                  87              244   \n",
       "14             4131                 2634                 391              909   \n",
       "15              160                  133                  30               39   \n",
       "16              153                  152                  18               42   \n",
       "17              214                  199                  23               71   \n",
       "18              251                  174                  21               62   \n",
       "19              220                  176                  30               42   \n",
       "20               22                   17                   6                4   \n",
       "21              257                  213                  31               82   \n",
       "22              377                  266                  39               79   \n",
       "23             7330                 6181                 487             1638   \n",
       "24               96                   78                   4               35   \n",
       "25              255                  179                  24               53   \n",
       "26              269                  205                  23               57   \n",
       "27             3184                 1845                 221              738   \n",
       "28              189                  207                  18               61   \n",
       "29             6320                 3746                 348             1450   \n",
       "..              ...                  ...                 ...              ...   \n",
       "32              888                  685                  75              253   \n",
       "33             1845                 1181                 148              434   \n",
       "34              427                  232                  33              101   \n",
       "35             1253                  820                  96              322   \n",
       "36              175                  132                  12               41   \n",
       "37              395                  338                  40              136   \n",
       "38              234                  180                  32               66   \n",
       "39              427                  217                  31              103   \n",
       "40             7194                 5523                 444             1606   \n",
       "41              626                  456                  74              188   \n",
       "42             1788                 1215                 115              446   \n",
       "43             1194                  698                  89              258   \n",
       "44              371                  336                  52               77   \n",
       "45              884                  552                  63              211   \n",
       "46              629                  464                  55              139   \n",
       "47               99                  100                  20               23   \n",
       "48               69                   76                   9               13   \n",
       "49              161                   96                  11               45   \n",
       "50              355                  282                  36               80   \n",
       "51             6053                 4002                 459             1476   \n",
       "52              280                  198                  24               73   \n",
       "53              208                  147                  15               62   \n",
       "54              314                  197                  26               50   \n",
       "55              750                  562                  57              164   \n",
       "56              300                  173                  27               66   \n",
       "57              269                  148                  34               67   \n",
       "58              344                  265                  41               78   \n",
       "59             4075                 2449                 262              810   \n",
       "60              169                  146                  14               49   \n",
       "61              101                   68                   9               32   \n",
       "\n",
       "    observed_Larynx  observed_Leukemia       ...        observed_Other  \\\n",
       "0                67                257       ...                  1187   \n",
       "1                12                 53       ...                   190   \n",
       "2               293                698       ...                  3641   \n",
       "3                52                146       ...                   873   \n",
       "4                28                 56       ...                   338   \n",
       "5                26                 78       ...                   329   \n",
       "6                34                110       ...                   606   \n",
       "7                33                 84       ...                   522   \n",
       "8                13                 57       ...                   257   \n",
       "9                27                 63       ...                   285   \n",
       "10               15                 54       ...                   298   \n",
       "11               11                 40       ...                   205   \n",
       "12               16                 58       ...                   237   \n",
       "13               61                209       ...                  1015   \n",
       "14              259                889       ...                  4497   \n",
       "15               11                 38       ...                   178   \n",
       "16               23                 35       ...                   178   \n",
       "17               16                 39       ...                   248   \n",
       "18               15                 65       ...                   270   \n",
       "19               15                 43       ...                   244   \n",
       "20                3                  2       ...                    40   \n",
       "21               10                 46       ...                   261   \n",
       "22               20                 99       ...                   362   \n",
       "23              436               1352       ...                  7350   \n",
       "24               11                 39       ...                   114   \n",
       "25                7                 49       ...                   213   \n",
       "26               20                 54       ...                   257   \n",
       "27              162                608       ...                  2915   \n",
       "28               17                 42       ...                   229   \n",
       "29              259               1139       ...                  6011   \n",
       "..              ...                ...       ...                   ...   \n",
       "32               71                196       ...                  1050   \n",
       "33              110                433       ...                  1824   \n",
       "34               19                 88       ...                   457   \n",
       "35               74                259       ...                  1185   \n",
       "36               13                 31       ...                   152   \n",
       "37               41                114       ...                   433   \n",
       "38               14                 85       ...                   265   \n",
       "39               22                 61       ...                   362   \n",
       "40              399               1267       ...                  6544   \n",
       "41               62                133       ...                   661   \n",
       "42              122                353       ...                  1680   \n",
       "43               45                235       ...                  1026   \n",
       "44               37                101       ...                   470   \n",
       "45               56                170       ...                   856   \n",
       "46               36                147       ...                   660   \n",
       "47                7                 29       ...                   141   \n",
       "48                5                 18       ...                    84   \n",
       "49               11                 39       ...                   132   \n",
       "50               29                 74       ...                   418   \n",
       "51              311               1201       ...                  6257   \n",
       "52               24                 73       ...                   341   \n",
       "53               18                 46       ...                   233   \n",
       "54               12                 76       ...                   334   \n",
       "55               44                152       ...                   776   \n",
       "56               24                 64       ...                   356   \n",
       "57               17                 34       ...                   260   \n",
       "58               23                 75       ...                   382   \n",
       "59              179                809       ...                  3753   \n",
       "60                4                 45       ...                   184   \n",
       "61                7                 23       ...                    95   \n",
       "\n",
       "    observed_Ovary  observed_Pancreas  observed_Prostate  \\\n",
       "0              100                227               1278   \n",
       "1               17                 27                193   \n",
       "2              427                761               4573   \n",
       "3               92                128               1031   \n",
       "4               39                 57                359   \n",
       "5               32                 66                398   \n",
       "6               62                100                864   \n",
       "7               57                 80                389   \n",
       "8               28                 38                210   \n",
       "9               30                 56                333   \n",
       "10              27                 58                325   \n",
       "11              22                 42                231   \n",
       "12              20                 39                214   \n",
       "13             108                212               1014   \n",
       "14             398                785               4652   \n",
       "15              17                 38                164   \n",
       "16              14                 41                187   \n",
       "17              24                 48                278   \n",
       "18              33                 38                267   \n",
       "19              25                 52                220   \n",
       "20               3                  3                 33   \n",
       "21              25                 52                285   \n",
       "22              44                 68                468   \n",
       "23             826               1565               8215   \n",
       "24               9                 37                120   \n",
       "25              31                 26                274   \n",
       "26              20                 50                434   \n",
       "27             281                576               3187   \n",
       "28              17                 49                219   \n",
       "29             664               1169               6281   \n",
       "..             ...                ...                ...   \n",
       "32             111                204               1032   \n",
       "33             202                375               2441   \n",
       "34              59                 87                473   \n",
       "35             135                208               1308   \n",
       "36              29                 23                143   \n",
       "37              34                 90                514   \n",
       "38              23                 43                216   \n",
       "39              39                 68                388   \n",
       "40             829               1435               7830   \n",
       "41              60                 96                729   \n",
       "42             176                357               1777   \n",
       "43             118                199               1484   \n",
       "44              34                 66                459   \n",
       "45              88                160                922   \n",
       "46              43                128                554   \n",
       "47              20                 31                115   \n",
       "48              11                 12                 83   \n",
       "49              12                 33                144   \n",
       "50              38                 69                383   \n",
       "51             625               1189               6321   \n",
       "52              33                 64                325   \n",
       "53              20                 41                218   \n",
       "54              30                 55                419   \n",
       "55              85                155                723   \n",
       "56              32                 46                377   \n",
       "57              26                 49                319   \n",
       "58              36                 73                464   \n",
       "59             410                741               4165   \n",
       "60              24                 36                227   \n",
       "61              11                 18                 98   \n",
       "\n",
       "    observed_Soft_Tissue  observed_Stomach  observed_Testis  observed_Thyroid  \\\n",
       "0                     57               116               43               212   \n",
       "1                      9                21                4                19   \n",
       "2                    196               693              117               634   \n",
       "3                     32                93               25               203   \n",
       "4                     21                34               17                37   \n",
       "5                     17                36               11                58   \n",
       "6                     23                54               14                75   \n",
       "7                     13                40                9                75   \n",
       "8                     12                15                9                43   \n",
       "9                     15                34               14                40   \n",
       "10                    10                31               15                33   \n",
       "11                     6                15                6                29   \n",
       "12                     7                20                5                35   \n",
       "13                    48               113               46               239   \n",
       "14                   177               396              145               702   \n",
       "15                     7                18                4                27   \n",
       "16                     8                10                4                28   \n",
       "17                     9                19                9                51   \n",
       "18                     7                27                6                25   \n",
       "19                     6                24               14                39   \n",
       "20                     1                 3                0                 4   \n",
       "21                     4                26                8                55   \n",
       "22                    28                31               28                55   \n",
       "23                   381              1546              265              1919   \n",
       "24                     6                13                2                16   \n",
       "25                    11                20                9                31   \n",
       "26                    12                26               14                56   \n",
       "27                   137               325               99               446   \n",
       "28                    12                27               11                36   \n",
       "29                   280               585              203              1272   \n",
       "..                   ...               ...              ...               ...   \n",
       "32                    41               109               37               207   \n",
       "33                    82               162               76               331   \n",
       "34                    14                38               21                66   \n",
       "35                    56               117               69               373   \n",
       "36                     8                17                6                25   \n",
       "37                    16                32               17                84   \n",
       "38                    16                18               12                45   \n",
       "39                    33                45               15               113   \n",
       "40                   351              1452              226              1559   \n",
       "41                    25                56               25               129   \n",
       "42                    78               221               75               606   \n",
       "43                    62               149               52               282   \n",
       "44                    16                35               19                42   \n",
       "45                    35                79               48               173   \n",
       "46                    28                71               25                84   \n",
       "47                     8                19                7                22   \n",
       "48                     3                 3                4                17   \n",
       "49                     5                13                5                18   \n",
       "50                    15                34               15                44   \n",
       "51                   311               605              236              1439   \n",
       "52                    10                39                8                73   \n",
       "53                     5                16               11                40   \n",
       "54                     8                26               19                61   \n",
       "55                    40                56               30               148   \n",
       "56                    12                27                8                48   \n",
       "57                    12                27               17                62   \n",
       "58                    11                34               15                40   \n",
       "59                   188               453              128               873   \n",
       "60                     8                15                6                28   \n",
       "61                    10                 6                2                14   \n",
       "\n",
       "    observed_Uterus  observed_Total  \n",
       "0               231            8877  \n",
       "1                32            1389  \n",
       "2              1025           28438  \n",
       "3               212            6398  \n",
       "4                71            2492  \n",
       "5                67            2529  \n",
       "6               149            4468  \n",
       "7                85            3073  \n",
       "8                57            1637  \n",
       "9                60            2323  \n",
       "10               66            2123  \n",
       "11               54            1424  \n",
       "12               47            1613  \n",
       "13              309            7950  \n",
       "14              868           30639  \n",
       "15               51            1314  \n",
       "16               42            1385  \n",
       "17               59            1862  \n",
       "18               63            1853  \n",
       "19               52            1745  \n",
       "20                3             201  \n",
       "21               69            2053  \n",
       "22               75            2918  \n",
       "23             2110           55110  \n",
       "24               28             808  \n",
       "25               47            1761  \n",
       "26               51            2167  \n",
       "27              698           21237  \n",
       "28               58            1682  \n",
       "29             1423           42162  \n",
       "..              ...             ...  \n",
       "32              193            7464  \n",
       "33              414           14264  \n",
       "34               91            3153  \n",
       "35              267            9077  \n",
       "36               36            1218  \n",
       "37              109            3539  \n",
       "38               76            1861  \n",
       "39               88            2731  \n",
       "40             1848           51634  \n",
       "41              163            4994  \n",
       "42              444           13043  \n",
       "43              288            8263  \n",
       "44              105            3249  \n",
       "45              149            6301  \n",
       "46              150            4649  \n",
       "47               35             986  \n",
       "48               19             597  \n",
       "49               40            1118  \n",
       "50               84            2903  \n",
       "51             1332           43863  \n",
       "52               82            2361  \n",
       "53               41            1579  \n",
       "54               91            2318  \n",
       "55              185            5515  \n",
       "56               91            2374  \n",
       "57               71            2048  \n",
       "58               68            2766  \n",
       "59              894           27171  \n",
       "60               33            1369  \n",
       "61               31             753  \n",
       "\n",
       "[62 rows x 26 columns]"
      ]
     },
     "execution_count": 183,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# individual cancer data:\n",
    "cancerDir = \"data/NYSDOH_CancerMapping_Data_2005_2009/\"\n",
    "cancerFile = \"NYSDOH_CancerMapping_Data_2005_2009.csv\"\n",
    "indivCancer = pd.read_csv(cancerDir+cancerFile)\n",
    "\n",
    "indivCancer['countyCode'] = indivCancer['geoid10'].str.slice(2,5)\n",
    "limited = indivCancer[[indivCancer.columns[-1]] + [indivCancer.columns[0]] + list(indivCancer.columns[1:26])]\n",
    "ls = list(limited.columns.values)[2:]\n",
    "byCounty = limited.groupby('countyCode')\n",
    "aggIndivCan = pd.DataFrame()\n",
    "for i in ls:\n",
    "    aggIndivCan[i] = byCounty[i].aggregate(np.sum)\n",
    "aggIndivCan = aggIndivCan.reset_index()\n",
    "aggIndivCan"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 178,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<pandas.core.groupby.DataFrameGroupBy object at 0x1074d3990>\n"
     ]
    }
   ],
   "source": [
    "print byCounty"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 205,
   "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>state</th>\n",
       "      <th>sCode</th>\n",
       "      <th>cCode</th>\n",
       "      <th>county</th>\n",
       "      <th>h</th>\n",
       "      <th>countyName</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>001</td>\n",
       "      <td>Albany County</td>\n",
       "      <td>H1</td>\n",
       "      <td>ALBANY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>003</td>\n",
       "      <td>Allegany County</td>\n",
       "      <td>H1</td>\n",
       "      <td>ALLEGANY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>005</td>\n",
       "      <td>Bronx County</td>\n",
       "      <td>H6</td>\n",
       "      <td>BRONX</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>007</td>\n",
       "      <td>Broome County</td>\n",
       "      <td>H1</td>\n",
       "      <td>BROOME</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>009</td>\n",
       "      <td>Cattaraugus County</td>\n",
       "      <td>H1</td>\n",
       "      <td>CATTARAUGUS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>011</td>\n",
       "      <td>Cayuga County</td>\n",
       "      <td>H1</td>\n",
       "      <td>CAYUGA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>013</td>\n",
       "      <td>Chautauqua County</td>\n",
       "      <td>H1</td>\n",
       "      <td>CHAUTAUQUA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>015</td>\n",
       "      <td>Chemung County</td>\n",
       "      <td>H1</td>\n",
       "      <td>CHEMUNG</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>017</td>\n",
       "      <td>Chenango County</td>\n",
       "      <td>H1</td>\n",
       "      <td>CHENANGO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>019</td>\n",
       "      <td>Clinton County</td>\n",
       "      <td>H1</td>\n",
       "      <td>CLINTON</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>021</td>\n",
       "      <td>Columbia County</td>\n",
       "      <td>H1</td>\n",
       "      <td>COLUMBIA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>023</td>\n",
       "      <td>Cortland County</td>\n",
       "      <td>H1</td>\n",
       "      <td>CORTLAND</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>025</td>\n",
       "      <td>Delaware County</td>\n",
       "      <td>H1</td>\n",
       "      <td>DELAWARE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>027</td>\n",
       "      <td>Dutchess County</td>\n",
       "      <td>H1</td>\n",
       "      <td>DUTCHESS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>029</td>\n",
       "      <td>Erie County</td>\n",
       "      <td>H1</td>\n",
       "      <td>ERIE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>031</td>\n",
       "      <td>Essex County</td>\n",
       "      <td>H1</td>\n",
       "      <td>ESSEX</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>033</td>\n",
       "      <td>Franklin County</td>\n",
       "      <td>H1</td>\n",
       "      <td>FRANKLIN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>035</td>\n",
       "      <td>Fulton County</td>\n",
       "      <td>H1</td>\n",
       "      <td>FULTON</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>037</td>\n",
       "      <td>Genesee County</td>\n",
       "      <td>H1</td>\n",
       "      <td>GENESEE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>039</td>\n",
       "      <td>Greene County</td>\n",
       "      <td>H1</td>\n",
       "      <td>GREENE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>041</td>\n",
       "      <td>Hamilton County</td>\n",
       "      <td>H1</td>\n",
       "      <td>HAMILTON</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>043</td>\n",
       "      <td>Herkimer County</td>\n",
       "      <td>H1</td>\n",
       "      <td>HERKIMER</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>045</td>\n",
       "      <td>Jefferson County</td>\n",
       "      <td>H1</td>\n",
       "      <td>JEFFERSON</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>047</td>\n",
       "      <td>Kings County</td>\n",
       "      <td>H6</td>\n",
       "      <td>KINGS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>049</td>\n",
       "      <td>Lewis County</td>\n",
       "      <td>H1</td>\n",
       "      <td>LEWIS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>051</td>\n",
       "      <td>Livingston County</td>\n",
       "      <td>H1</td>\n",
       "      <td>LIVINGSTON</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>053</td>\n",
       "      <td>Madison County</td>\n",
       "      <td>H1</td>\n",
       "      <td>MADISON</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>055</td>\n",
       "      <td>Monroe County</td>\n",
       "      <td>H1</td>\n",
       "      <td>MONROE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>057</td>\n",
       "      <td>Montgomery County</td>\n",
       "      <td>H1</td>\n",
       "      <td>MONTGOMERY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>059</td>\n",
       "      <td>Nassau County</td>\n",
       "      <td>H1</td>\n",
       "      <td>NASSAU</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>065</td>\n",
       "      <td>Oneida County</td>\n",
       "      <td>H1</td>\n",
       "      <td>ONEIDA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>067</td>\n",
       "      <td>Onondaga County</td>\n",
       "      <td>H1</td>\n",
       "      <td>ONONDAGA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>069</td>\n",
       "      <td>Ontario County</td>\n",
       "      <td>H1</td>\n",
       "      <td>ONTARIO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>071</td>\n",
       "      <td>Orange County</td>\n",
       "      <td>H1</td>\n",
       "      <td>ORANGE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>073</td>\n",
       "      <td>Orleans County</td>\n",
       "      <td>H1</td>\n",
       "      <td>ORLEANS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>075</td>\n",
       "      <td>Oswego County</td>\n",
       "      <td>H1</td>\n",
       "      <td>OSWEGO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>077</td>\n",
       "      <td>Otsego County</td>\n",
       "      <td>H1</td>\n",
       "      <td>OTSEGO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>079</td>\n",
       "      <td>Putnam County</td>\n",
       "      <td>H1</td>\n",
       "      <td>PUTNAM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>081</td>\n",
       "      <td>Queens County</td>\n",
       "      <td>H6</td>\n",
       "      <td>QUEENS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>083</td>\n",
       "      <td>Rensselaer County</td>\n",
       "      <td>H1</td>\n",
       "      <td>RENSSELAER</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>085</td>\n",
       "      <td>Richmond County</td>\n",
       "      <td>H6</td>\n",
       "      <td>RICHMOND</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>087</td>\n",
       "      <td>Rockland County</td>\n",
       "      <td>H1</td>\n",
       "      <td>ROCKLAND</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>089</td>\n",
       "      <td>St. Lawrence County</td>\n",
       "      <td>H1</td>\n",
       "      <td>ST. LAWRENCE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>091</td>\n",
       "      <td>Saratoga County</td>\n",
       "      <td>H1</td>\n",
       "      <td>SARATOGA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>093</td>\n",
       "      <td>Schenectady County</td>\n",
       "      <td>H1</td>\n",
       "      <td>SCHENECTADY</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>095</td>\n",
       "      <td>Schoharie County</td>\n",
       "      <td>H1</td>\n",
       "      <td>SCHOHARIE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>097</td>\n",
       "      <td>Schuyler County</td>\n",
       "      <td>H1</td>\n",
       "      <td>SCHUYLER</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>099</td>\n",
       "      <td>Seneca County</td>\n",
       "      <td>H1</td>\n",
       "      <td>SENECA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>101</td>\n",
       "      <td>Steuben County</td>\n",
       "      <td>H1</td>\n",
       "      <td>STEUBEN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>103</td>\n",
       "      <td>Suffolk County</td>\n",
       "      <td>H1</td>\n",
       "      <td>SUFFOLK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>105</td>\n",
       "      <td>Sullivan County</td>\n",
       "      <td>H1</td>\n",
       "      <td>SULLIVAN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>107</td>\n",
       "      <td>Tioga County</td>\n",
       "      <td>H1</td>\n",
       "      <td>TIOGA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>109</td>\n",
       "      <td>Tompkins County</td>\n",
       "      <td>H1</td>\n",
       "      <td>TOMPKINS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>111</td>\n",
       "      <td>Ulster County</td>\n",
       "      <td>H1</td>\n",
       "      <td>ULSTER</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>113</td>\n",
       "      <td>Warren County</td>\n",
       "      <td>H1</td>\n",
       "      <td>WARREN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>115</td>\n",
       "      <td>Washington County</td>\n",
       "      <td>H1</td>\n",
       "      <td>WASHINGTON</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>117</td>\n",
       "      <td>Wayne County</td>\n",
       "      <td>H1</td>\n",
       "      <td>WAYNE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>119</td>\n",
       "      <td>Westchester County</td>\n",
       "      <td>H1</td>\n",
       "      <td>WESTCHESTER</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>121</td>\n",
       "      <td>Wyoming County</td>\n",
       "      <td>H1</td>\n",
       "      <td>WYOMING</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>NY</td>\n",
       "      <td>36</td>\n",
       "      <td>123</td>\n",
       "      <td>Yates County</td>\n",
       "      <td>H1</td>\n",
       "      <td>YATES</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>62 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   state  sCode cCode               county   h    countyName\n",
       "0     NY     36   001        Albany County  H1        ALBANY\n",
       "1     NY     36   003      Allegany County  H1      ALLEGANY\n",
       "2     NY     36   005         Bronx County  H6         BRONX\n",
       "3     NY     36   007        Broome County  H1        BROOME\n",
       "4     NY     36   009   Cattaraugus County  H1   CATTARAUGUS\n",
       "5     NY     36   011        Cayuga County  H1        CAYUGA\n",
       "6     NY     36   013    Chautauqua County  H1    CHAUTAUQUA\n",
       "7     NY     36   015       Chemung County  H1       CHEMUNG\n",
       "8     NY     36   017      Chenango County  H1      CHENANGO\n",
       "9     NY     36   019       Clinton County  H1       CLINTON\n",
       "10    NY     36   021      Columbia County  H1      COLUMBIA\n",
       "11    NY     36   023      Cortland County  H1      CORTLAND\n",
       "12    NY     36   025      Delaware County  H1      DELAWARE\n",
       "13    NY     36   027      Dutchess County  H1      DUTCHESS\n",
       "14    NY     36   029          Erie County  H1          ERIE\n",
       "15    NY     36   031         Essex County  H1         ESSEX\n",
       "16    NY     36   033      Franklin County  H1      FRANKLIN\n",
       "17    NY     36   035        Fulton County  H1        FULTON\n",
       "18    NY     36   037       Genesee County  H1       GENESEE\n",
       "19    NY     36   039        Greene County  H1        GREENE\n",
       "20    NY     36   041      Hamilton County  H1      HAMILTON\n",
       "21    NY     36   043      Herkimer County  H1      HERKIMER\n",
       "22    NY     36   045     Jefferson County  H1     JEFFERSON\n",
       "23    NY     36   047         Kings County  H6         KINGS\n",
       "24    NY     36   049         Lewis County  H1         LEWIS\n",
       "25    NY     36   051    Livingston County  H1    LIVINGSTON\n",
       "26    NY     36   053       Madison County  H1       MADISON\n",
       "27    NY     36   055        Monroe County  H1        MONROE\n",
       "28    NY     36   057    Montgomery County  H1    MONTGOMERY\n",
       "29    NY     36   059        Nassau County  H1        NASSAU\n",
       "..   ...    ...   ...                  ...  ..           ...\n",
       "32    NY     36   065        Oneida County  H1        ONEIDA\n",
       "33    NY     36   067      Onondaga County  H1      ONONDAGA\n",
       "34    NY     36   069       Ontario County  H1       ONTARIO\n",
       "35    NY     36   071        Orange County  H1        ORANGE\n",
       "36    NY     36   073       Orleans County  H1       ORLEANS\n",
       "37    NY     36   075        Oswego County  H1        OSWEGO\n",
       "38    NY     36   077        Otsego County  H1        OTSEGO\n",
       "39    NY     36   079        Putnam County  H1        PUTNAM\n",
       "40    NY     36   081        Queens County  H6        QUEENS\n",
       "41    NY     36   083    Rensselaer County  H1    RENSSELAER\n",
       "42    NY     36   085      Richmond County  H6      RICHMOND\n",
       "43    NY     36   087      Rockland County  H1      ROCKLAND\n",
       "44    NY     36   089  St. Lawrence County  H1  ST. LAWRENCE\n",
       "45    NY     36   091      Saratoga County  H1      SARATOGA\n",
       "46    NY     36   093   Schenectady County  H1   SCHENECTADY\n",
       "47    NY     36   095     Schoharie County  H1     SCHOHARIE\n",
       "48    NY     36   097      Schuyler County  H1      SCHUYLER\n",
       "49    NY     36   099        Seneca County  H1        SENECA\n",
       "50    NY     36   101       Steuben County  H1       STEUBEN\n",
       "51    NY     36   103       Suffolk County  H1       SUFFOLK\n",
       "52    NY     36   105      Sullivan County  H1      SULLIVAN\n",
       "53    NY     36   107         Tioga County  H1         TIOGA\n",
       "54    NY     36   109      Tompkins County  H1      TOMPKINS\n",
       "55    NY     36   111        Ulster County  H1        ULSTER\n",
       "56    NY     36   113        Warren County  H1        WARREN\n",
       "57    NY     36   115    Washington County  H1    WASHINGTON\n",
       "58    NY     36   117         Wayne County  H1         WAYNE\n",
       "59    NY     36   119   Westchester County  H1   WESTCHESTER\n",
       "60    NY     36   121       Wyoming County  H1       WYOMING\n",
       "61    NY     36   123         Yates County  H1         YATES\n",
       "\n",
       "[62 rows x 6 columns]"
      ]
     },
     "execution_count": 205,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# https://www.census.gov/geo/reference/codes/cou.html\n",
    "heads = ['state', 'sCode', 'cCode', 'county', 'h']\n",
    "fips = pd.read_csv(\"data/st36_ny_cou.txt\", names=heads, converters={'cCode': lambda x: str(x)})\n",
    "\n",
    "fips\n",
    "fips['countyName'] = fips['county'].str.split('County').apply(lambda x: x[0]).str.upper().str.strip()\n",
    "fips"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 167,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "nyc = {'005': 'Bronx', '047': 'Kings', '061': 'New York', '081': 'Queens', '085': 'Richmond'}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 168,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "# fips['countyName'] = fips['countyName'].str.strip()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 206,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/afair/anaconda/lib/python2.7/site-packages/IPython/kernel/__main__.py:1: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n",
      "  if __name__ == '__main__':\n"
     ]
    },
    {
     "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",
       "      <th>cCode</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",
       "      <td>001</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",
       "      <td>003</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",
       "      <td>007</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",
       "      <td>009</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",
       "      <td>011</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",
       "      <td>013</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",
       "      <td>015</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",
       "      <td>017</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",
       "      <td>019</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",
       "      <td>021</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",
       "      <td>023</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",
       "      <td>025</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",
       "      <td>027</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",
       "      <td>029</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",
       "      <td>031</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",
       "      <td>033</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",
       "      <td>035</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",
       "      <td>037</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",
       "      <td>039</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",
       "      <td>041</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",
       "      <td>043</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",
       "      <td>045</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",
       "      <td>049</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",
       "      <td>051</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",
       "      <td>053</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",
       "      <td>055</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",
       "      <td>057</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",
       "      <td>059</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",
       "      <td>063</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",
       "      <td>065</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\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>20.3</td>\n",
       "      <td>(14.8-25.8)</td>\n",
       "      <td>(41.422459, -74.241929)</td>\n",
       "      <td>071</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",
       "      <td>073</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",
       "      <td>075</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",
       "      <td>077</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",
       "      <td>079</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",
       "      <td>083</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",
       "      <td>087</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",
       "      <td>089</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",
       "      <td>091</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",
       "      <td>093</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",
       "      <td>095</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",
       "      <td>097</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",
       "      <td>099</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",
       "      <td>101</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",
       "      <td>103</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",
       "      <td>105</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",
       "      <td>107</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",
       "      <td>109</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",
       "      <td>111</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",
       "      <td>113</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",
       "      <td>115</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",
       "      <td>117</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",
       "      <td>119</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",
       "      <td>121</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",
       "      <td>123</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",
       "      <td>005</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",
       "      <td>047</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",
       "      <td>061</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",
       "      <td>081</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",
       "      <td>085</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>62 rows × 5 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",
       "   cCode  \n",
       "0    001  \n",
       "1    003  \n",
       "2    007  \n",
       "3    009  \n",
       "4    011  \n",
       "5    013  \n",
       "6    015  \n",
       "7    017  \n",
       "8    019  \n",
       "9    021  \n",
       "10   023  \n",
       "11   025  \n",
       "12   027  \n",
       "13   029  \n",
       "14   031  \n",
       "15   033  \n",
       "16   035  \n",
       "17   037  \n",
       "18   039  \n",
       "19   041  \n",
       "20   043  \n",
       "21   045  \n",
       "22   049  \n",
       "23   051  \n",
       "24   053  \n",
       "25   055  \n",
       "26   057  \n",
       "27   059  \n",
       "28   063  \n",
       "29   065  \n",
       "..   ...  \n",
       "32   071  \n",
       "33   073  \n",
       "34   075  \n",
       "35   077  \n",
       "36   079  \n",
       "37   083  \n",
       "38   087  \n",
       "39   089  \n",
       "40   091  \n",
       "41   093  \n",
       "42   095  \n",
       "43   097  \n",
       "44   099  \n",
       "45   101  \n",
       "46   103  \n",
       "47   105  \n",
       "48   107  \n",
       "49   109  \n",
       "50   111  \n",
       "51   113  \n",
       "52   115  \n",
       "53   117  \n",
       "54   119  \n",
       "55   121  \n",
       "56   123  \n",
       "57   005  \n",
       "58   047  \n",
       "59   061  \n",
       "60   081  \n",
       "61   085  \n",
       "\n",
       "[62 rows x 5 columns]"
      ]
     },
     "execution_count": 206,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "subSmok['County Name'] = subSmok['County Name'].str.upper().str.strip()\n",
    "smokMrg = pd.merge(subSmok, fips, left_on = 'County Name', right_on = 'countyName')\n",
    "smokMrg = smokMrg.drop(['state', 'sCode', 'county', 'h', 'countyName'], 1)\n",
    "smokMrg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 207,
   "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>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",
       "      <th>cCode</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",
       "      <td>001</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",
       "      <td>003</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",
       "      <td>007</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",
       "      <td>009</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",
       "      <td>011</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",
       "      <td>013</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",
       "      <td>015</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",
       "      <td>017</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",
       "      <td>019</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",
       "      <td>021</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",
       "      <td>023</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",
       "      <td>025</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",
       "      <td>027</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",
       "      <td>029</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",
       "      <td>031</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",
       "      <td>033</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",
       "      <td>035</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",
       "      <td>037</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",
       "      <td>039</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",
       "      <td>041</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",
       "      <td>043</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",
       "      <td>045</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",
       "      <td>049</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",
       "      <td>051</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",
       "      <td>053</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",
       "      <td>055</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",
       "      <td>057</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",
       "      <td>059</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",
       "      <td>063</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",
       "      <td>065</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",
       "    </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",
       "      <td>071</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",
       "      <td>073</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",
       "      <td>075</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",
       "      <td>077</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",
       "      <td>079</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",
       "      <td>083</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",
       "      <td>087</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",
       "      <td>089</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",
       "      <td>091</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",
       "      <td>093</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",
       "      <td>095</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",
       "      <td>097</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",
       "      <td>099</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",
       "      <td>101</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",
       "      <td>103</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",
       "      <td>105</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",
       "      <td>107</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",
       "      <td>109</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",
       "      <td>111</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",
       "      <td>113</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",
       "      <td>115</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",
       "      <td>117</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",
       "      <td>119</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",
       "      <td>121</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",
       "      <td>123</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",
       "      <td>005</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",
       "      <td>047</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",
       "      <td>061</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",
       "      <td>081</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",
       "      <td>085</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>62 rows × 18 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 cCode  \n",
       "0   (42.678066, -73.814233)   001  \n",
       "1   (42.226801, -78.020567)   003  \n",
       "2   (42.122015, -75.933191)   007  \n",
       "3   (42.224267, -78.606673)   009  \n",
       "4   (42.940095, -76.560755)   011  \n",
       "5   (42.246904, -79.315313)   013  \n",
       "6   (42.116644, -76.812331)   015  \n",
       "7   (42.481798, -75.570013)   017  \n",
       "8   (44.731944, -73.548883)   019  \n",
       "9   (42.276913, -73.682168)   021  \n",
       "10  (42.597101, -76.143291)   023  \n",
       "11  (42.242972, -74.997944)   025  \n",
       "12  (41.686216, -73.840468)   027  \n",
       "13  (42.888143, -78.795544)   029  \n",
       "14  (44.166026, -73.685145)   031  \n",
       "15  (44.705699, -74.340621)   033  \n",
       "16   (43.06014, -74.331296)   035  \n",
       "17  (43.000121, -78.172679)   037  \n",
       "18  (42.298326, -73.973376)   039  \n",
       "19  (43.618468, -74.395268)   041  \n",
       "20  (43.070026, -74.994246)   043  \n",
       "21  (44.019295, -75.898971)   045  \n",
       "22  (43.785537, -75.446296)   049  \n",
       "23  (42.763754, -77.765392)   051  \n",
       "24  (42.986917, -75.720031)   053  \n",
       "25  (43.161748, -77.620143)   055  \n",
       "26  (42.933637, -74.341972)   057  \n",
       "27  (40.715749, -73.601185)   059  \n",
       "28  (43.134634, -78.856419)   063  \n",
       "29  (43.149482, -75.361773)   065  \n",
       "..                      ...   ...  \n",
       "32  (41.422459, -74.241929)   071  \n",
       "33  (43.248394, -78.218438)   073  \n",
       "34    (43.39123, -76.31133)   075  \n",
       "35  (42.564852, -75.060334)   077  \n",
       "36   (41.41131, -73.717443)   079  \n",
       "37   (42.70098, -73.628669)   083  \n",
       "38  (41.127287, -74.017033)   087  \n",
       "39  (44.689468, -75.242045)   089  \n",
       "40   (43.00894, -73.786779)   091  \n",
       "41  (42.809233, -73.946838)   093  \n",
       "42  (42.643426, -74.434606)   095  \n",
       "43   (42.38593, -76.872032)   097  \n",
       "44   (42.833627, -76.82753)   099  \n",
       "45  (42.270053, -77.324618)   101  \n",
       "46  (40.820237, -73.119032)   103  \n",
       "47  (41.705166, -74.711705)   105  \n",
       "48   (42.120252, -76.29595)   107  \n",
       "49  (42.461024, -76.478784)   109  \n",
       "50  (41.848374, -74.099412)   111  \n",
       "51  (43.403024, -73.716044)   113  \n",
       "52  (43.289513, -73.454761)   115  \n",
       "53  (43.144336, -77.117995)   117  \n",
       "54  (41.039278, -73.805386)   119  \n",
       "55  (42.723641, -78.204473)   121  \n",
       "56  (42.634338, -77.078311)   123  \n",
       "57   (40.85589, -73.868294)   005  \n",
       "58   (40.65642, -73.950691)   047  \n",
       "59  (40.726966, -74.005966)   061  \n",
       "60  (40.749338, -73.789673)   081  \n",
       "61  (40.566763, -74.148102)   085  \n",
       "\n",
       "[62 rows x 18 columns]"
      ]
     },
     "execution_count": 207,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "allCancer['County Name'] = allCancer['County Name'].str.upper().str.strip()\n",
    "allCanMrg = pd.merge(allCancer, fips, left_on = 'County Name', right_on = 'countyName')\n",
    "allCanMrg = allCanMrg.drop(['state', 'sCode', 'county', 'h', 'countyName'], 1)\n",
    "allCanMrg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 190,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "indivCanMrg = pd.merge(aggIndivCan, fips, left_on = 'countyCode', right_on = 'cCode')\n",
    "indivCanMrg = indivCanMrg.drop(['state', 'sCode', 'cCode', 'county', 'h'], 1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 204,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "indivCanMrgPop = pd.merge(indivCanMrg, allCanMrg[['cCode', 'Average Number of Denominator']], left_on = 'countyCode', right_on = 'cCode')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 208,
   "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>countyCode</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>...</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",
       "      <th>countyName</th>\n",
       "      <th>cCode</th>\n",
       "      <th>Average Number of Denominator</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>001</td>\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>...</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",
       "      <td>ALBANY</td>\n",
       "      <td>001</td>\n",
       "      <td>304062</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>003</td>\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>...</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",
       "      <td>ALLEGANY</td>\n",
       "      <td>003</td>\n",
       "      <td>48899</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>005</td>\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>...</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",
       "      <td>BRONX</td>\n",
       "      <td>005</td>\n",
       "      <td>1385141</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>007</td>\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>...</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",
       "      <td>BROOME</td>\n",
       "      <td>007</td>\n",
       "      <td>200111</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>009</td>\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>...</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",
       "      <td>CATTARAUGUS</td>\n",
       "      <td>009</td>\n",
       "      <td>80191</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>011</td>\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>...</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",
       "      <td>CAYUGA</td>\n",
       "      <td>011</td>\n",
       "      <td>79969</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>013</td>\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>...</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",
       "      <td>CHAUTAUQUA</td>\n",
       "      <td>013</td>\n",
       "      <td>134793</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>015</td>\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>...</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",
       "      <td>CHEMUNG</td>\n",
       "      <td>015</td>\n",
       "      <td>88840</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>017</td>\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>...</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",
       "      <td>CHENANGO</td>\n",
       "      <td>017</td>\n",
       "      <td>50384</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>019</td>\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>...</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",
       "      <td>CLINTON</td>\n",
       "      <td>019</td>\n",
       "      <td>82123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>021</td>\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>...</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",
       "      <td>COLUMBIA</td>\n",
       "      <td>021</td>\n",
       "      <td>62864</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>023</td>\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>...</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",
       "      <td>CORTLAND</td>\n",
       "      <td>023</td>\n",
       "      <td>49348</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>025</td>\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>...</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",
       "      <td>DELAWARE</td>\n",
       "      <td>025</td>\n",
       "      <td>47861</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>027</td>\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>...</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",
       "      <td>DUTCHESS</td>\n",
       "      <td>027</td>\n",
       "      <td>297542</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>029</td>\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>...</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",
       "      <td>ERIE</td>\n",
       "      <td>029</td>\n",
       "      <td>918704</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>031</td>\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>...</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",
       "      <td>ESSEX</td>\n",
       "      <td>031</td>\n",
       "      <td>39325</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>033</td>\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>...</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",
       "      <td>FRANKLIN</td>\n",
       "      <td>033</td>\n",
       "      <td>51622</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>035</td>\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>...</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",
       "      <td>FULTON</td>\n",
       "      <td>035</td>\n",
       "      <td>55403</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>037</td>\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>...</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",
       "      <td>GENESEE</td>\n",
       "      <td>037</td>\n",
       "      <td>60002</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>039</td>\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>...</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",
       "      <td>GREENE</td>\n",
       "      <td>039</td>\n",
       "      <td>49162</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>041</td>\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>...</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",
       "      <td>HAMILTON</td>\n",
       "      <td>041</td>\n",
       "      <td>4829</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>043</td>\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>...</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",
       "      <td>HERKIMER</td>\n",
       "      <td>043</td>\n",
       "      <td>64341</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>045</td>\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>...</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",
       "      <td>JEFFERSON</td>\n",
       "      <td>045</td>\n",
       "      <td>116538</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>047</td>\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>...</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",
       "      <td>KINGS</td>\n",
       "      <td>047</td>\n",
       "      <td>2509637</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>049</td>\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>...</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",
       "      <td>LEWIS</td>\n",
       "      <td>049</td>\n",
       "      <td>27073</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>051</td>\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>...</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",
       "      <td>LIVINGSTON</td>\n",
       "      <td>051</td>\n",
       "      <td>65280</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>053</td>\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>...</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",
       "      <td>MADISON</td>\n",
       "      <td>053</td>\n",
       "      <td>73333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>055</td>\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>...</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",
       "      <td>MONROE</td>\n",
       "      <td>055</td>\n",
       "      <td>744549</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>057</td>\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>...</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",
       "      <td>MONTGOMERY</td>\n",
       "      <td>057</td>\n",
       "      <td>50059</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>059</td>\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>...</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",
       "      <td>NASSAU</td>\n",
       "      <td>059</td>\n",
       "      <td>1339186</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>32</th>\n",
       "      <td>065</td>\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>...</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",
       "      <td>ONEIDA</td>\n",
       "      <td>065</td>\n",
       "      <td>234592</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>067</td>\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>...</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",
       "      <td>ONONDAGA</td>\n",
       "      <td>067</td>\n",
       "      <td>466615</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>069</td>\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>...</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",
       "      <td>ONTARIO</td>\n",
       "      <td>069</td>\n",
       "      <td>107945</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>071</td>\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>...</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",
       "      <td>ORANGE</td>\n",
       "      <td>071</td>\n",
       "      <td>373501</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>073</td>\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>...</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",
       "      <td>ORLEANS</td>\n",
       "      <td>073</td>\n",
       "      <td>42819</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>075</td>\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>...</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",
       "      <td>OSWEGO</td>\n",
       "      <td>075</td>\n",
       "      <td>122150</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>077</td>\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>...</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",
       "      <td>OTSEGO</td>\n",
       "      <td>077</td>\n",
       "      <td>62141</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>079</td>\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>...</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",
       "      <td>PUTNAM</td>\n",
       "      <td>079</td>\n",
       "      <td>99772</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>081</td>\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>...</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",
       "      <td>QUEENS</td>\n",
       "      <td>081</td>\n",
       "      <td>2232970</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>083</td>\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>...</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",
       "      <td>RENSSELAER</td>\n",
       "      <td>083</td>\n",
       "      <td>159337</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>085</td>\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>...</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",
       "      <td>RICHMOND</td>\n",
       "      <td>085</td>\n",
       "      <td>468942</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>087</td>\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>...</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",
       "      <td>ROCKLAND</td>\n",
       "      <td>087</td>\n",
       "      <td>312110</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>089</td>\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>...</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",
       "      <td>ST. LAWRENCE</td>\n",
       "      <td>089</td>\n",
       "      <td>111925</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>091</td>\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>...</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",
       "      <td>SARATOGA</td>\n",
       "      <td>091</td>\n",
       "      <td>219841</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>093</td>\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>...</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",
       "      <td>SCHENECTADY</td>\n",
       "      <td>093</td>\n",
       "      <td>154680</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>095</td>\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>...</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",
       "      <td>SCHOHARIE</td>\n",
       "      <td>095</td>\n",
       "      <td>32682</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>097</td>\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>...</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",
       "      <td>SCHUYLER</td>\n",
       "      <td>097</td>\n",
       "      <td>18366</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>099</td>\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>...</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",
       "      <td>SENECA</td>\n",
       "      <td>099</td>\n",
       "      <td>35230</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>101</td>\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>...</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",
       "      <td>STEUBEN</td>\n",
       "      <td>101</td>\n",
       "      <td>98973</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>103</td>\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>...</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",
       "      <td>SUFFOLK</td>\n",
       "      <td>103</td>\n",
       "      <td>1493470</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>105</td>\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>...</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",
       "      <td>SULLIVAN</td>\n",
       "      <td>105</td>\n",
       "      <td>77339</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>107</td>\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>...</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",
       "      <td>TIOGA</td>\n",
       "      <td>107</td>\n",
       "      <td>51125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>109</td>\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>...</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",
       "      <td>TOMPKINS</td>\n",
       "      <td>109</td>\n",
       "      <td>101625</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>111</td>\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>...</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",
       "      <td>ULSTER</td>\n",
       "      <td>111</td>\n",
       "      <td>182520</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>113</td>\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>...</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",
       "      <td>WARREN</td>\n",
       "      <td>113</td>\n",
       "      <td>65749</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>115</td>\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>...</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",
       "      <td>WASHINGTON</td>\n",
       "      <td>115</td>\n",
       "      <td>63188</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>117</td>\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>...</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",
       "      <td>WAYNE</td>\n",
       "      <td>117</td>\n",
       "      <td>93621</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>119</td>\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>...</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",
       "      <td>WESTCHESTER</td>\n",
       "      <td>119</td>\n",
       "      <td>950128</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>121</td>\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>...</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",
       "      <td>WYOMING</td>\n",
       "      <td>121</td>\n",
       "      <td>42106</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>123</td>\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>...</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",
       "      <td>YATES</td>\n",
       "      <td>123</td>\n",
       "      <td>25375</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>62 rows × 29 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   countyCode  observed_Bladder  observed_Bone  observed_Brain  \\\n",
       "0         001               498             14             123   \n",
       "1         003                79              3              26   \n",
       "2         005               804             76             339   \n",
       "3         007               328              7              90   \n",
       "4         009               135              4              36   \n",
       "5         011               113              8              36   \n",
       "6         013               265              3              54   \n",
       "7         015               175              7              51   \n",
       "8         017                94              4              24   \n",
       "9         019               127              6              32   \n",
       "10        021               120              2              29   \n",
       "11        023                84              2              12   \n",
       "12        025                94              3              19   \n",
       "13        027               446             10             118   \n",
       "14        029              1786             51             401   \n",
       "15        031                72              2              20   \n",
       "16        033                79              4              19   \n",
       "17        035               111              4              25   \n",
       "18        037                90              5              22   \n",
       "19        039               107              1              21   \n",
       "20        041                 9              0               4   \n",
       "21        043               135              4              27   \n",
       "22        045               160              2              37   \n",
       "23        047              2052            159             700   \n",
       "24        049                31              1               7   \n",
       "25        051               104              6              22   \n",
       "26        053               122              4              23   \n",
       "27        055              1087             43             245   \n",
       "28        057                95              2              18   \n",
       "29        059              2259             72             509   \n",
       "..        ...               ...            ...             ...   \n",
       "32        065               441              8              97   \n",
       "33        067               717             27             189   \n",
       "34        069               175              4              47   \n",
       "35        071               450             20             135   \n",
       "36        073                69              2              16   \n",
       "37        075               189              7              55   \n",
       "38        077               101              3              24   \n",
       "39        079               128              6              34   \n",
       "40        081              2186            102             681   \n",
       "41        083               243              8              71   \n",
       "42        085               654             20             174   \n",
       "43        087               394             16             109   \n",
       "44        089               182              3              27   \n",
       "45        091               372              8              78   \n",
       "46        093               259              7              61   \n",
       "47        095                51              1               9   \n",
       "48        097                23              0              10   \n",
       "49        099                68              1              21   \n",
       "50        101               164              6              39   \n",
       "51        103              2233             83             517   \n",
       "52        105               124              4              32   \n",
       "53        107                92              3              22   \n",
       "54        109               127              2              38   \n",
       "55        111               276              7              70   \n",
       "56        113               145              4              23   \n",
       "57        115               118              2              26   \n",
       "58        117               156              6              34   \n",
       "59        119              1269             51             343   \n",
       "60        121                98              3              26   \n",
       "61        123                42              1              14   \n",
       "\n",
       "    observed_Breast  observed_Colorectal  observed_Esophagus  observed_Kidney  \\\n",
       "0              1190                  788                 106              275   \n",
       "1               176                  153                  15               39   \n",
       "2              3834                 3004                 302              846   \n",
       "3               817                  666                  81              188   \n",
       "4               295                  279                  31               80   \n",
       "5               324                  217                  24               87   \n",
       "6               570                  382                  55              136   \n",
       "7               370                  268                  30               80   \n",
       "8               173                  156                  24               52   \n",
       "9               256                  232                  44              107   \n",
       "10              241                  195                  24               60   \n",
       "11              159                  131                  23               30   \n",
       "12              178                  165                  33               46   \n",
       "13             1211                  759                  87              244   \n",
       "14             4131                 2634                 391              909   \n",
       "15              160                  133                  30               39   \n",
       "16              153                  152                  18               42   \n",
       "17              214                  199                  23               71   \n",
       "18              251                  174                  21               62   \n",
       "19              220                  176                  30               42   \n",
       "20               22                   17                   6                4   \n",
       "21              257                  213                  31               82   \n",
       "22              377                  266                  39               79   \n",
       "23             7330                 6181                 487             1638   \n",
       "24               96                   78                   4               35   \n",
       "25              255                  179                  24               53   \n",
       "26              269                  205                  23               57   \n",
       "27             3184                 1845                 221              738   \n",
       "28              189                  207                  18               61   \n",
       "29             6320                 3746                 348             1450   \n",
       "..              ...                  ...                 ...              ...   \n",
       "32              888                  685                  75              253   \n",
       "33             1845                 1181                 148              434   \n",
       "34              427                  232                  33              101   \n",
       "35             1253                  820                  96              322   \n",
       "36              175                  132                  12               41   \n",
       "37              395                  338                  40              136   \n",
       "38              234                  180                  32               66   \n",
       "39              427                  217                  31              103   \n",
       "40             7194                 5523                 444             1606   \n",
       "41              626                  456                  74              188   \n",
       "42             1788                 1215                 115              446   \n",
       "43             1194                  698                  89              258   \n",
       "44              371                  336                  52               77   \n",
       "45              884                  552                  63              211   \n",
       "46              629                  464                  55              139   \n",
       "47               99                  100                  20               23   \n",
       "48               69                   76                   9               13   \n",
       "49              161                   96                  11               45   \n",
       "50              355                  282                  36               80   \n",
       "51             6053                 4002                 459             1476   \n",
       "52              280                  198                  24               73   \n",
       "53              208                  147                  15               62   \n",
       "54              314                  197                  26               50   \n",
       "55              750                  562                  57              164   \n",
       "56              300                  173                  27               66   \n",
       "57              269                  148                  34               67   \n",
       "58              344                  265                  41               78   \n",
       "59             4075                 2449                 262              810   \n",
       "60              169                  146                  14               49   \n",
       "61              101                   68                   9               32   \n",
       "\n",
       "    observed_Larynx  observed_Leukemia              ...                \\\n",
       "0                67                257              ...                 \n",
       "1                12                 53              ...                 \n",
       "2               293                698              ...                 \n",
       "3                52                146              ...                 \n",
       "4                28                 56              ...                 \n",
       "5                26                 78              ...                 \n",
       "6                34                110              ...                 \n",
       "7                33                 84              ...                 \n",
       "8                13                 57              ...                 \n",
       "9                27                 63              ...                 \n",
       "10               15                 54              ...                 \n",
       "11               11                 40              ...                 \n",
       "12               16                 58              ...                 \n",
       "13               61                209              ...                 \n",
       "14              259                889              ...                 \n",
       "15               11                 38              ...                 \n",
       "16               23                 35              ...                 \n",
       "17               16                 39              ...                 \n",
       "18               15                 65              ...                 \n",
       "19               15                 43              ...                 \n",
       "20                3                  2              ...                 \n",
       "21               10                 46              ...                 \n",
       "22               20                 99              ...                 \n",
       "23              436               1352              ...                 \n",
       "24               11                 39              ...                 \n",
       "25                7                 49              ...                 \n",
       "26               20                 54              ...                 \n",
       "27              162                608              ...                 \n",
       "28               17                 42              ...                 \n",
       "29              259               1139              ...                 \n",
       "..              ...                ...              ...                 \n",
       "32               71                196              ...                 \n",
       "33              110                433              ...                 \n",
       "34               19                 88              ...                 \n",
       "35               74                259              ...                 \n",
       "36               13                 31              ...                 \n",
       "37               41                114              ...                 \n",
       "38               14                 85              ...                 \n",
       "39               22                 61              ...                 \n",
       "40              399               1267              ...                 \n",
       "41               62                133              ...                 \n",
       "42              122                353              ...                 \n",
       "43               45                235              ...                 \n",
       "44               37                101              ...                 \n",
       "45               56                170              ...                 \n",
       "46               36                147              ...                 \n",
       "47                7                 29              ...                 \n",
       "48                5                 18              ...                 \n",
       "49               11                 39              ...                 \n",
       "50               29                 74              ...                 \n",
       "51              311               1201              ...                 \n",
       "52               24                 73              ...                 \n",
       "53               18                 46              ...                 \n",
       "54               12                 76              ...                 \n",
       "55               44                152              ...                 \n",
       "56               24                 64              ...                 \n",
       "57               17                 34              ...                 \n",
       "58               23                 75              ...                 \n",
       "59              179                809              ...                 \n",
       "60                4                 45              ...                 \n",
       "61                7                 23              ...                 \n",
       "\n",
       "    observed_Prostate  observed_Soft_Tissue  observed_Stomach  \\\n",
       "0                1278                    57               116   \n",
       "1                 193                     9                21   \n",
       "2                4573                   196               693   \n",
       "3                1031                    32                93   \n",
       "4                 359                    21                34   \n",
       "5                 398                    17                36   \n",
       "6                 864                    23                54   \n",
       "7                 389                    13                40   \n",
       "8                 210                    12                15   \n",
       "9                 333                    15                34   \n",
       "10                325                    10                31   \n",
       "11                231                     6                15   \n",
       "12                214                     7                20   \n",
       "13               1014                    48               113   \n",
       "14               4652                   177               396   \n",
       "15                164                     7                18   \n",
       "16                187                     8                10   \n",
       "17                278                     9                19   \n",
       "18                267                     7                27   \n",
       "19                220                     6                24   \n",
       "20                 33                     1                 3   \n",
       "21                285                     4                26   \n",
       "22                468                    28                31   \n",
       "23               8215                   381              1546   \n",
       "24                120                     6                13   \n",
       "25                274                    11                20   \n",
       "26                434                    12                26   \n",
       "27               3187                   137               325   \n",
       "28                219                    12                27   \n",
       "29               6281                   280               585   \n",
       "..                ...                   ...               ...   \n",
       "32               1032                    41               109   \n",
       "33               2441                    82               162   \n",
       "34                473                    14                38   \n",
       "35               1308                    56               117   \n",
       "36                143                     8                17   \n",
       "37                514                    16                32   \n",
       "38                216                    16                18   \n",
       "39                388                    33                45   \n",
       "40               7830                   351              1452   \n",
       "41                729                    25                56   \n",
       "42               1777                    78               221   \n",
       "43               1484                    62               149   \n",
       "44                459                    16                35   \n",
       "45                922                    35                79   \n",
       "46                554                    28                71   \n",
       "47                115                     8                19   \n",
       "48                 83                     3                 3   \n",
       "49                144                     5                13   \n",
       "50                383                    15                34   \n",
       "51               6321                   311               605   \n",
       "52                325                    10                39   \n",
       "53                218                     5                16   \n",
       "54                419                     8                26   \n",
       "55                723                    40                56   \n",
       "56                377                    12                27   \n",
       "57                319                    12                27   \n",
       "58                464                    11                34   \n",
       "59               4165                   188               453   \n",
       "60                227                     8                15   \n",
       "61                 98                    10                 6   \n",
       "\n",
       "    observed_Testis  observed_Thyroid  observed_Uterus  observed_Total  \\\n",
       "0                43               212              231            8877   \n",
       "1                 4                19               32            1389   \n",
       "2               117               634             1025           28438   \n",
       "3                25               203              212            6398   \n",
       "4                17                37               71            2492   \n",
       "5                11                58               67            2529   \n",
       "6                14                75              149            4468   \n",
       "7                 9                75               85            3073   \n",
       "8                 9                43               57            1637   \n",
       "9                14                40               60            2323   \n",
       "10               15                33               66            2123   \n",
       "11                6                29               54            1424   \n",
       "12                5                35               47            1613   \n",
       "13               46               239              309            7950   \n",
       "14              145               702              868           30639   \n",
       "15                4                27               51            1314   \n",
       "16                4                28               42            1385   \n",
       "17                9                51               59            1862   \n",
       "18                6                25               63            1853   \n",
       "19               14                39               52            1745   \n",
       "20                0                 4                3             201   \n",
       "21                8                55               69            2053   \n",
       "22               28                55               75            2918   \n",
       "23              265              1919             2110           55110   \n",
       "24                2                16               28             808   \n",
       "25                9                31               47            1761   \n",
       "26               14                56               51            2167   \n",
       "27               99               446              698           21237   \n",
       "28               11                36               58            1682   \n",
       "29              203              1272             1423           42162   \n",
       "..              ...               ...              ...             ...   \n",
       "32               37               207              193            7464   \n",
       "33               76               331              414           14264   \n",
       "34               21                66               91            3153   \n",
       "35               69               373              267            9077   \n",
       "36                6                25               36            1218   \n",
       "37               17                84              109            3539   \n",
       "38               12                45               76            1861   \n",
       "39               15               113               88            2731   \n",
       "40              226              1559             1848           51634   \n",
       "41               25               129              163            4994   \n",
       "42               75               606              444           13043   \n",
       "43               52               282              288            8263   \n",
       "44               19                42              105            3249   \n",
       "45               48               173              149            6301   \n",
       "46               25                84              150            4649   \n",
       "47                7                22               35             986   \n",
       "48                4                17               19             597   \n",
       "49                5                18               40            1118   \n",
       "50               15                44               84            2903   \n",
       "51              236              1439             1332           43863   \n",
       "52                8                73               82            2361   \n",
       "53               11                40               41            1579   \n",
       "54               19                61               91            2318   \n",
       "55               30               148              185            5515   \n",
       "56                8                48               91            2374   \n",
       "57               17                62               71            2048   \n",
       "58               15                40               68            2766   \n",
       "59              128               873              894           27171   \n",
       "60                6                28               33            1369   \n",
       "61                2                14               31             753   \n",
       "\n",
       "      countyName  cCode  Average Number of Denominator  \n",
       "0         ALBANY    001                         304062  \n",
       "1       ALLEGANY    003                          48899  \n",
       "2          BRONX    005                        1385141  \n",
       "3         BROOME    007                         200111  \n",
       "4    CATTARAUGUS    009                          80191  \n",
       "5         CAYUGA    011                          79969  \n",
       "6     CHAUTAUQUA    013                         134793  \n",
       "7        CHEMUNG    015                          88840  \n",
       "8       CHENANGO    017                          50384  \n",
       "9        CLINTON    019                          82123  \n",
       "10      COLUMBIA    021                          62864  \n",
       "11      CORTLAND    023                          49348  \n",
       "12      DELAWARE    025                          47861  \n",
       "13      DUTCHESS    027                         297542  \n",
       "14          ERIE    029                         918704  \n",
       "15         ESSEX    031                          39325  \n",
       "16      FRANKLIN    033                          51622  \n",
       "17        FULTON    035                          55403  \n",
       "18       GENESEE    037                          60002  \n",
       "19        GREENE    039                          49162  \n",
       "20      HAMILTON    041                           4829  \n",
       "21      HERKIMER    043                          64341  \n",
       "22     JEFFERSON    045                         116538  \n",
       "23         KINGS    047                        2509637  \n",
       "24         LEWIS    049                          27073  \n",
       "25    LIVINGSTON    051                          65280  \n",
       "26       MADISON    053                          73333  \n",
       "27        MONROE    055                         744549  \n",
       "28    MONTGOMERY    057                          50059  \n",
       "29        NASSAU    059                        1339186  \n",
       "..           ...    ...                            ...  \n",
       "32        ONEIDA    065                         234592  \n",
       "33      ONONDAGA    067                         466615  \n",
       "34       ONTARIO    069                         107945  \n",
       "35        ORANGE    071                         373501  \n",
       "36       ORLEANS    073                          42819  \n",
       "37        OSWEGO    075                         122150  \n",
       "38        OTSEGO    077                          62141  \n",
       "39        PUTNAM    079                          99772  \n",
       "40        QUEENS    081                        2232970  \n",
       "41    RENSSELAER    083                         159337  \n",
       "42      RICHMOND    085                         468942  \n",
       "43      ROCKLAND    087                         312110  \n",
       "44  ST. LAWRENCE    089                         111925  \n",
       "45      SARATOGA    091                         219841  \n",
       "46   SCHENECTADY    093                         154680  \n",
       "47     SCHOHARIE    095                          32682  \n",
       "48      SCHUYLER    097                          18366  \n",
       "49        SENECA    099                          35230  \n",
       "50       STEUBEN    101                          98973  \n",
       "51       SUFFOLK    103                        1493470  \n",
       "52      SULLIVAN    105                          77339  \n",
       "53         TIOGA    107                          51125  \n",
       "54      TOMPKINS    109                         101625  \n",
       "55        ULSTER    111                         182520  \n",
       "56        WARREN    113                          65749  \n",
       "57    WASHINGTON    115                          63188  \n",
       "58         WAYNE    117                          93621  \n",
       "59   WESTCHESTER    119                         950128  \n",
       "60       WYOMING    121                          42106  \n",
       "61         YATES    123                          25375  \n",
       "\n",
       "[62 rows x 29 columns]"
      ]
     },
     "execution_count": 208,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "indivCanMrgPop"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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