Process-Daily-Files.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Process Daily Confirmed Cases John Hopkins Data\n",
    "https://github.com/CSSEGISandData/COVID-19/tree/master/csse_covid_19_data/csse_covid_19_daily_reports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Configurations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "daily_datafile = './data/04-03-2020.csv'\n",
    "daily_date = '4/03/20'\n",
    "death_datafile = 'COVID-19-Deaths-USA-By-State.csv'\n",
    "cases_datafile = 'COVID-19-Cases-USA-By-State.csv'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Load John Hopkins Daily Covid-19 File"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>FIPS</th>\n",
       "      <th>Admin2</th>\n",
       "      <th>Province_State</th>\n",
       "      <th>Country_Region</th>\n",
       "      <th>Last_Update</th>\n",
       "      <th>Lat</th>\n",
       "      <th>Long_</th>\n",
       "      <th>Confirmed</th>\n",
       "      <th>Deaths</th>\n",
       "      <th>Recovered</th>\n",
       "      <th>Active</th>\n",
       "      <th>Combined_Key</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>45001.0</td>\n",
       "      <td>Abbeville</td>\n",
       "      <td>South Carolina</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>34.223334</td>\n",
       "      <td>-82.461707</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>Abbeville, South Carolina, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>22001.0</td>\n",
       "      <td>Acadia</td>\n",
       "      <td>Louisiana</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>30.295065</td>\n",
       "      <td>-92.414197</td>\n",
       "      <td>72</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Acadia, Louisiana, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>51001.0</td>\n",
       "      <td>Accomack</td>\n",
       "      <td>Virginia</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>37.767072</td>\n",
       "      <td>-75.632346</td>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Accomack, Virginia, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>16001.0</td>\n",
       "      <td>Ada</td>\n",
       "      <td>Idaho</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>43.452658</td>\n",
       "      <td>-116.241552</td>\n",
       "      <td>307</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Ada, Idaho, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>19001.0</td>\n",
       "      <td>Adair</td>\n",
       "      <td>Iowa</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>41.330756</td>\n",
       "      <td>-94.471059</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adair, Iowa, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>29001.0</td>\n",
       "      <td>Adair</td>\n",
       "      <td>Missouri</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>40.190586</td>\n",
       "      <td>-92.600782</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adair, Missouri, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>40001.0</td>\n",
       "      <td>Adair</td>\n",
       "      <td>Oklahoma</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>35.884942</td>\n",
       "      <td>-94.658593</td>\n",
       "      <td>14</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adair, Oklahoma, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>8001.0</td>\n",
       "      <td>Adams</td>\n",
       "      <td>Colorado</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>39.874321</td>\n",
       "      <td>-104.336258</td>\n",
       "      <td>260</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adams, Colorado, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>16003.0</td>\n",
       "      <td>Adams</td>\n",
       "      <td>Idaho</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>44.893336</td>\n",
       "      <td>-116.454525</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adams, Idaho, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>17001.0</td>\n",
       "      <td>Adams</td>\n",
       "      <td>Illinois</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>39.988156</td>\n",
       "      <td>-91.187868</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adams, Illinois, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>18001.0</td>\n",
       "      <td>Adams</td>\n",
       "      <td>Indiana</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>40.745765</td>\n",
       "      <td>-84.936714</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adams, Indiana, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>28001.0</td>\n",
       "      <td>Adams</td>\n",
       "      <td>Mississippi</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>31.476698</td>\n",
       "      <td>-91.353260</td>\n",
       "      <td>14</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adams, Mississippi, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>31001.0</td>\n",
       "      <td>Adams</td>\n",
       "      <td>Nebraska</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>40.524494</td>\n",
       "      <td>-98.501178</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adams, Nebraska, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>42001.0</td>\n",
       "      <td>Adams</td>\n",
       "      <td>Pennsylvania</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>39.871404</td>\n",
       "      <td>-77.216103</td>\n",
       "      <td>19</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adams, Pennsylvania, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>53001.0</td>\n",
       "      <td>Adams</td>\n",
       "      <td>Washington</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>46.982998</td>\n",
       "      <td>-118.560173</td>\n",
       "      <td>20</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adams, Washington, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>55001.0</td>\n",
       "      <td>Adams</td>\n",
       "      <td>Wisconsin</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>43.969747</td>\n",
       "      <td>-89.767828</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adams, Wisconsin, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>50001.0</td>\n",
       "      <td>Addison</td>\n",
       "      <td>Vermont</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>44.032173</td>\n",
       "      <td>-73.141309</td>\n",
       "      <td>32</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Addison, Vermont, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>45003.0</td>\n",
       "      <td>Aiken</td>\n",
       "      <td>South Carolina</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>33.543380</td>\n",
       "      <td>-81.636454</td>\n",
       "      <td>22</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Aiken, South Carolina, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>12001.0</td>\n",
       "      <td>Alachua</td>\n",
       "      <td>Florida</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>29.678665</td>\n",
       "      <td>-82.359282</td>\n",
       "      <td>110</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Alachua, Florida, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>37001.0</td>\n",
       "      <td>Alamance</td>\n",
       "      <td>North Carolina</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>36.043470</td>\n",
       "      <td>-79.399761</td>\n",
       "      <td>14</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Alamance, North Carolina, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>6001.0</td>\n",
       "      <td>Alameda</td>\n",
       "      <td>California</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>37.646294</td>\n",
       "      <td>-121.892927</td>\n",
       "      <td>443</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Alameda, California, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>8003.0</td>\n",
       "      <td>Alamosa</td>\n",
       "      <td>Colorado</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>37.572506</td>\n",
       "      <td>-105.788545</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Alamosa, Colorado, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>36001.0</td>\n",
       "      <td>Albany</td>\n",
       "      <td>New York</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>42.600603</td>\n",
       "      <td>-73.977239</td>\n",
       "      <td>267</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Albany, New York, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>56001.0</td>\n",
       "      <td>Albany</td>\n",
       "      <td>Wyoming</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>41.654987</td>\n",
       "      <td>-105.723541</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Albany, Wyoming, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>51003.0</td>\n",
       "      <td>Albemarle</td>\n",
       "      <td>Virginia</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>38.020807</td>\n",
       "      <td>-78.554811</td>\n",
       "      <td>26</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Albemarle, Virginia, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>28003.0</td>\n",
       "      <td>Alcorn</td>\n",
       "      <td>Mississippi</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>34.880845</td>\n",
       "      <td>-88.579962</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Alcorn, Mississippi, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>37003.0</td>\n",
       "      <td>Alexander</td>\n",
       "      <td>North Carolina</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>35.922380</td>\n",
       "      <td>-81.177519</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Alexander, North Carolina, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>51510.0</td>\n",
       "      <td>Alexandria</td>\n",
       "      <td>Virginia</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>38.814003</td>\n",
       "      <td>-77.081831</td>\n",
       "      <td>56</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Alexandria, Virginia, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>19005.0</td>\n",
       "      <td>Allamakee</td>\n",
       "      <td>Iowa</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>43.283832</td>\n",
       "      <td>-91.378609</td>\n",
       "      <td>16</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Allamakee, Iowa, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>26005.0</td>\n",
       "      <td>Allegan</td>\n",
       "      <td>Michigan</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>42.591470</td>\n",
       "      <td>-85.891029</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Allegan, Michigan, US</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",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>2595</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Slovenia</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>46.151200</td>\n",
       "      <td>14.995500</td>\n",
       "      <td>934</td>\n",
       "      <td>20</td>\n",
       "      <td>70</td>\n",
       "      <td>844</td>\n",
       "      <td>Slovenia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2596</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Somalia</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>5.152149</td>\n",
       "      <td>46.199616</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>6</td>\n",
       "      <td>Somalia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2597</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>South Africa</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>-30.559500</td>\n",
       "      <td>22.937500</td>\n",
       "      <td>1505</td>\n",
       "      <td>9</td>\n",
       "      <td>95</td>\n",
       "      <td>1401</td>\n",
       "      <td>South Africa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2598</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Spain</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>40.463667</td>\n",
       "      <td>-3.749220</td>\n",
       "      <td>119199</td>\n",
       "      <td>11198</td>\n",
       "      <td>30513</td>\n",
       "      <td>77488</td>\n",
       "      <td>Spain</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2599</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Sri Lanka</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>7.873054</td>\n",
       "      <td>80.771797</td>\n",
       "      <td>159</td>\n",
       "      <td>4</td>\n",
       "      <td>24</td>\n",
       "      <td>131</td>\n",
       "      <td>Sri Lanka</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2600</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Sudan</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>12.862800</td>\n",
       "      <td>30.217600</td>\n",
       "      <td>10</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>6</td>\n",
       "      <td>Sudan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2601</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Suriname</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>3.919300</td>\n",
       "      <td>-56.027800</td>\n",
       "      <td>10</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>9</td>\n",
       "      <td>Suriname</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2602</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Sweden</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>60.128161</td>\n",
       "      <td>18.643501</td>\n",
       "      <td>6131</td>\n",
       "      <td>358</td>\n",
       "      <td>205</td>\n",
       "      <td>5568</td>\n",
       "      <td>Sweden</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2603</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Switzerland</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>46.818200</td>\n",
       "      <td>8.227500</td>\n",
       "      <td>19606</td>\n",
       "      <td>591</td>\n",
       "      <td>4846</td>\n",
       "      <td>14169</td>\n",
       "      <td>Switzerland</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2604</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Syria</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>34.802075</td>\n",
       "      <td>38.996815</td>\n",
       "      <td>16</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>14</td>\n",
       "      <td>Syria</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2605</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Taiwan*</td>\n",
       "      <td>2020-04-03 08:10:40</td>\n",
       "      <td>23.700000</td>\n",
       "      <td>121.000000</td>\n",
       "      <td>348</td>\n",
       "      <td>5</td>\n",
       "      <td>50</td>\n",
       "      <td>293</td>\n",
       "      <td>Taiwan*</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2606</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Tanzania</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>-6.369028</td>\n",
       "      <td>34.888822</td>\n",
       "      <td>20</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>16</td>\n",
       "      <td>Tanzania</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2607</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Thailand</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>15.870032</td>\n",
       "      <td>100.992541</td>\n",
       "      <td>1978</td>\n",
       "      <td>19</td>\n",
       "      <td>612</td>\n",
       "      <td>1347</td>\n",
       "      <td>Thailand</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2608</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Timor-Leste</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>-8.874217</td>\n",
       "      <td>125.727539</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Timor-Leste</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2609</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Togo</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>8.619500</td>\n",
       "      <td>0.824800</td>\n",
       "      <td>40</td>\n",
       "      <td>3</td>\n",
       "      <td>17</td>\n",
       "      <td>20</td>\n",
       "      <td>Togo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2610</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Trinidad and Tobago</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>10.691800</td>\n",
       "      <td>-61.222500</td>\n",
       "      <td>98</td>\n",
       "      <td>6</td>\n",
       "      <td>1</td>\n",
       "      <td>91</td>\n",
       "      <td>Trinidad and Tobago</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2611</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Tunisia</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>33.886917</td>\n",
       "      <td>9.537499</td>\n",
       "      <td>495</td>\n",
       "      <td>18</td>\n",
       "      <td>5</td>\n",
       "      <td>472</td>\n",
       "      <td>Tunisia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2612</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Turkey</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>38.963700</td>\n",
       "      <td>35.243300</td>\n",
       "      <td>20921</td>\n",
       "      <td>425</td>\n",
       "      <td>484</td>\n",
       "      <td>20012</td>\n",
       "      <td>Turkey</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2613</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Uganda</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>1.373333</td>\n",
       "      <td>32.290275</td>\n",
       "      <td>48</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>48</td>\n",
       "      <td>Uganda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2614</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ukraine</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>48.379400</td>\n",
       "      <td>31.165600</td>\n",
       "      <td>1072</td>\n",
       "      <td>27</td>\n",
       "      <td>22</td>\n",
       "      <td>1023</td>\n",
       "      <td>Ukraine</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2615</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>United Arab Emirates</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>23.424076</td>\n",
       "      <td>53.847818</td>\n",
       "      <td>1264</td>\n",
       "      <td>9</td>\n",
       "      <td>108</td>\n",
       "      <td>1147</td>\n",
       "      <td>United Arab Emirates</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2616</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>55.378100</td>\n",
       "      <td>-3.436000</td>\n",
       "      <td>38168</td>\n",
       "      <td>3605</td>\n",
       "      <td>135</td>\n",
       "      <td>34428</td>\n",
       "      <td>United Kingdom</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2617</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Uruguay</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>-32.522800</td>\n",
       "      <td>-55.765800</td>\n",
       "      <td>369</td>\n",
       "      <td>4</td>\n",
       "      <td>68</td>\n",
       "      <td>297</td>\n",
       "      <td>Uruguay</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2618</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Uzbekistan</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>41.377491</td>\n",
       "      <td>64.585262</td>\n",
       "      <td>227</td>\n",
       "      <td>2</td>\n",
       "      <td>25</td>\n",
       "      <td>200</td>\n",
       "      <td>Uzbekistan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2619</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Venezuela</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>6.423800</td>\n",
       "      <td>-66.589700</td>\n",
       "      <td>153</td>\n",
       "      <td>7</td>\n",
       "      <td>52</td>\n",
       "      <td>94</td>\n",
       "      <td>Venezuela</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2620</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Vietnam</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>14.058324</td>\n",
       "      <td>108.277199</td>\n",
       "      <td>237</td>\n",
       "      <td>0</td>\n",
       "      <td>85</td>\n",
       "      <td>152</td>\n",
       "      <td>Vietnam</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2621</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>West Bank and Gaza</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>31.952200</td>\n",
       "      <td>35.233200</td>\n",
       "      <td>194</td>\n",
       "      <td>1</td>\n",
       "      <td>21</td>\n",
       "      <td>172</td>\n",
       "      <td>West Bank and Gaza</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2622</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Zambia</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>-13.133897</td>\n",
       "      <td>27.849332</td>\n",
       "      <td>39</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>36</td>\n",
       "      <td>Zambia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2623</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Zimbabwe</td>\n",
       "      <td>2020-04-03 22:46:20</td>\n",
       "      <td>-19.015438</td>\n",
       "      <td>29.154857</td>\n",
       "      <td>9</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>8</td>\n",
       "      <td>Zimbabwe</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2624</th>\n",
       "      <td>NaN</td>\n",
       "      <td>unassigned</td>\n",
       "      <td>Wyoming</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>unassigned, Wyoming, US</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2625 rows × 12 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         FIPS      Admin2  Province_State        Country_Region  \\\n",
       "0     45001.0   Abbeville  South Carolina                    US   \n",
       "1     22001.0      Acadia       Louisiana                    US   \n",
       "2     51001.0    Accomack        Virginia                    US   \n",
       "3     16001.0         Ada           Idaho                    US   \n",
       "4     19001.0       Adair            Iowa                    US   \n",
       "5     29001.0       Adair        Missouri                    US   \n",
       "6     40001.0       Adair        Oklahoma                    US   \n",
       "7      8001.0       Adams        Colorado                    US   \n",
       "8     16003.0       Adams           Idaho                    US   \n",
       "9     17001.0       Adams        Illinois                    US   \n",
       "10    18001.0       Adams         Indiana                    US   \n",
       "11    28001.0       Adams     Mississippi                    US   \n",
       "12    31001.0       Adams        Nebraska                    US   \n",
       "13    42001.0       Adams    Pennsylvania                    US   \n",
       "14    53001.0       Adams      Washington                    US   \n",
       "15    55001.0       Adams       Wisconsin                    US   \n",
       "16    50001.0     Addison         Vermont                    US   \n",
       "17    45003.0       Aiken  South Carolina                    US   \n",
       "18    12001.0     Alachua         Florida                    US   \n",
       "19    37001.0    Alamance  North Carolina                    US   \n",
       "20     6001.0     Alameda      California                    US   \n",
       "21     8003.0     Alamosa        Colorado                    US   \n",
       "22    36001.0      Albany        New York                    US   \n",
       "23    56001.0      Albany         Wyoming                    US   \n",
       "24    51003.0   Albemarle        Virginia                    US   \n",
       "25    28003.0      Alcorn     Mississippi                    US   \n",
       "26    37003.0   Alexander  North Carolina                    US   \n",
       "27    51510.0  Alexandria        Virginia                    US   \n",
       "28    19005.0   Allamakee            Iowa                    US   \n",
       "29    26005.0     Allegan        Michigan                    US   \n",
       "...       ...         ...             ...                   ...   \n",
       "2595      NaN         NaN             NaN              Slovenia   \n",
       "2596      NaN         NaN             NaN               Somalia   \n",
       "2597      NaN         NaN             NaN          South Africa   \n",
       "2598      NaN         NaN             NaN                 Spain   \n",
       "2599      NaN         NaN             NaN             Sri Lanka   \n",
       "2600      NaN         NaN             NaN                 Sudan   \n",
       "2601      NaN         NaN             NaN              Suriname   \n",
       "2602      NaN         NaN             NaN                Sweden   \n",
       "2603      NaN         NaN             NaN           Switzerland   \n",
       "2604      NaN         NaN             NaN                 Syria   \n",
       "2605      NaN         NaN             NaN               Taiwan*   \n",
       "2606      NaN         NaN             NaN              Tanzania   \n",
       "2607      NaN         NaN             NaN              Thailand   \n",
       "2608      NaN         NaN             NaN           Timor-Leste   \n",
       "2609      NaN         NaN             NaN                  Togo   \n",
       "2610      NaN         NaN             NaN   Trinidad and Tobago   \n",
       "2611      NaN         NaN             NaN               Tunisia   \n",
       "2612      NaN         NaN             NaN                Turkey   \n",
       "2613      NaN         NaN             NaN                Uganda   \n",
       "2614      NaN         NaN             NaN               Ukraine   \n",
       "2615      NaN         NaN             NaN  United Arab Emirates   \n",
       "2616      NaN         NaN             NaN        United Kingdom   \n",
       "2617      NaN         NaN             NaN               Uruguay   \n",
       "2618      NaN         NaN             NaN            Uzbekistan   \n",
       "2619      NaN         NaN             NaN             Venezuela   \n",
       "2620      NaN         NaN             NaN               Vietnam   \n",
       "2621      NaN         NaN             NaN    West Bank and Gaza   \n",
       "2622      NaN         NaN             NaN                Zambia   \n",
       "2623      NaN         NaN             NaN              Zimbabwe   \n",
       "2624      NaN  unassigned         Wyoming                    US   \n",
       "\n",
       "              Last_Update        Lat       Long_  Confirmed  Deaths  \\\n",
       "0     2020-04-03 22:46:37  34.223334  -82.461707          6       0   \n",
       "1     2020-04-03 22:46:37  30.295065  -92.414197         72       1   \n",
       "2     2020-04-03 22:46:37  37.767072  -75.632346          8       0   \n",
       "3     2020-04-03 22:46:37  43.452658 -116.241552        307       3   \n",
       "4     2020-04-03 22:46:37  41.330756  -94.471059          1       0   \n",
       "5     2020-04-03 22:46:37  40.190586  -92.600782          6       0   \n",
       "6     2020-04-03 22:46:37  35.884942  -94.658593         14       0   \n",
       "7     2020-04-03 22:46:37  39.874321 -104.336258        260       7   \n",
       "8     2020-04-03 22:46:37  44.893336 -116.454525          1       0   \n",
       "9     2020-04-03 22:46:37  39.988156  -91.187868          2       0   \n",
       "10    2020-04-03 22:46:37  40.745765  -84.936714          1       0   \n",
       "11    2020-04-03 22:46:37  31.476698  -91.353260         14       0   \n",
       "12    2020-04-03 22:46:37  40.524494  -98.501178          6       0   \n",
       "13    2020-04-03 22:46:37  39.871404  -77.216103         19       0   \n",
       "14    2020-04-03 22:46:37  46.982998 -118.560173         20       0   \n",
       "15    2020-04-03 22:46:37  43.969747  -89.767828          1       0   \n",
       "16    2020-04-03 22:46:37  44.032173  -73.141309         32       0   \n",
       "17    2020-04-03 22:46:37  33.543380  -81.636454         22       1   \n",
       "18    2020-04-03 22:46:37  29.678665  -82.359282        110       0   \n",
       "19    2020-04-03 22:46:37  36.043470  -79.399761         14       0   \n",
       "20    2020-04-03 22:46:37  37.646294 -121.892927        443      12   \n",
       "21    2020-04-03 22:46:37  37.572506 -105.788545          4       0   \n",
       "22    2020-04-03 22:46:37  42.600603  -73.977239        267       2   \n",
       "23    2020-04-03 22:46:37  41.654987 -105.723541          4       0   \n",
       "24    2020-04-03 22:46:37  38.020807  -78.554811         26       0   \n",
       "25    2020-04-03 22:46:37  34.880845  -88.579962          6       0   \n",
       "26    2020-04-03 22:46:37  35.922380  -81.177519          2       0   \n",
       "27    2020-04-03 22:46:37  38.814003  -77.081831         56       0   \n",
       "28    2020-04-03 22:46:37  43.283832  -91.378609         16       1   \n",
       "29    2020-04-03 22:46:37  42.591470  -85.891029          6       0   \n",
       "...                   ...        ...         ...        ...     ...   \n",
       "2595  2020-04-03 22:46:20  46.151200   14.995500        934      20   \n",
       "2596  2020-04-03 22:46:20   5.152149   46.199616          7       0   \n",
       "2597  2020-04-03 22:46:20 -30.559500   22.937500       1505       9   \n",
       "2598  2020-04-03 22:46:20  40.463667   -3.749220     119199   11198   \n",
       "2599  2020-04-03 22:46:20   7.873054   80.771797        159       4   \n",
       "2600  2020-04-03 22:46:20  12.862800   30.217600         10       2   \n",
       "2601  2020-04-03 22:46:20   3.919300  -56.027800         10       1   \n",
       "2602  2020-04-03 22:46:20  60.128161   18.643501       6131     358   \n",
       "2603  2020-04-03 22:46:20  46.818200    8.227500      19606     591   \n",
       "2604  2020-04-03 22:46:20  34.802075   38.996815         16       2   \n",
       "2605  2020-04-03 08:10:40  23.700000  121.000000        348       5   \n",
       "2606  2020-04-03 22:46:20  -6.369028   34.888822         20       1   \n",
       "2607  2020-04-03 22:46:20  15.870032  100.992541       1978      19   \n",
       "2608  2020-04-03 22:46:20  -8.874217  125.727539          1       0   \n",
       "2609  2020-04-03 22:46:20   8.619500    0.824800         40       3   \n",
       "2610  2020-04-03 22:46:20  10.691800  -61.222500         98       6   \n",
       "2611  2020-04-03 22:46:20  33.886917    9.537499        495      18   \n",
       "2612  2020-04-03 22:46:20  38.963700   35.243300      20921     425   \n",
       "2613  2020-04-03 22:46:20   1.373333   32.290275         48       0   \n",
       "2614  2020-04-03 22:46:20  48.379400   31.165600       1072      27   \n",
       "2615  2020-04-03 22:46:20  23.424076   53.847818       1264       9   \n",
       "2616  2020-04-03 22:46:20  55.378100   -3.436000      38168    3605   \n",
       "2617  2020-04-03 22:46:20 -32.522800  -55.765800        369       4   \n",
       "2618  2020-04-03 22:46:20  41.377491   64.585262        227       2   \n",
       "2619  2020-04-03 22:46:20   6.423800  -66.589700        153       7   \n",
       "2620  2020-04-03 22:46:20  14.058324  108.277199        237       0   \n",
       "2621  2020-04-03 22:46:20  31.952200   35.233200        194       1   \n",
       "2622  2020-04-03 22:46:20 -13.133897   27.849332         39       1   \n",
       "2623  2020-04-03 22:46:20 -19.015438   29.154857          9       1   \n",
       "2624  2020-04-03 22:46:37        NaN         NaN          0       0   \n",
       "\n",
       "      Recovered  Active                   Combined_Key  \n",
       "0             0       0  Abbeville, South Carolina, US  \n",
       "1             0       0          Acadia, Louisiana, US  \n",
       "2             0       0         Accomack, Virginia, US  \n",
       "3             0       0                 Ada, Idaho, US  \n",
       "4             0       0                Adair, Iowa, US  \n",
       "5             0       0            Adair, Missouri, US  \n",
       "6             0       0            Adair, Oklahoma, US  \n",
       "7             0       0            Adams, Colorado, US  \n",
       "8             0       0               Adams, Idaho, US  \n",
       "9             0       0            Adams, Illinois, US  \n",
       "10            0       0             Adams, Indiana, US  \n",
       "11            0       0         Adams, Mississippi, US  \n",
       "12            0       0            Adams, Nebraska, US  \n",
       "13            0       0        Adams, Pennsylvania, US  \n",
       "14            0       0          Adams, Washington, US  \n",
       "15            0       0           Adams, Wisconsin, US  \n",
       "16            0       0           Addison, Vermont, US  \n",
       "17            0       0      Aiken, South Carolina, US  \n",
       "18            0       0           Alachua, Florida, US  \n",
       "19            0       0   Alamance, North Carolina, US  \n",
       "20            0       0        Alameda, California, US  \n",
       "21            0       0          Alamosa, Colorado, US  \n",
       "22            0       0           Albany, New York, US  \n",
       "23            0       0            Albany, Wyoming, US  \n",
       "24            0       0        Albemarle, Virginia, US  \n",
       "25            0       0        Alcorn, Mississippi, US  \n",
       "26            0       0  Alexander, North Carolina, US  \n",
       "27            0       0       Alexandria, Virginia, US  \n",
       "28            0       0            Allamakee, Iowa, US  \n",
       "29            0       0          Allegan, Michigan, US  \n",
       "...         ...     ...                            ...  \n",
       "2595         70     844                       Slovenia  \n",
       "2596          1       6                        Somalia  \n",
       "2597         95    1401                   South Africa  \n",
       "2598      30513   77488                          Spain  \n",
       "2599         24     131                      Sri Lanka  \n",
       "2600          2       6                          Sudan  \n",
       "2601          0       9                       Suriname  \n",
       "2602        205    5568                         Sweden  \n",
       "2603       4846   14169                    Switzerland  \n",
       "2604          0      14                          Syria  \n",
       "2605         50     293                        Taiwan*  \n",
       "2606          3      16                       Tanzania  \n",
       "2607        612    1347                       Thailand  \n",
       "2608          0       1                    Timor-Leste  \n",
       "2609         17      20                           Togo  \n",
       "2610          1      91            Trinidad and Tobago  \n",
       "2611          5     472                        Tunisia  \n",
       "2612        484   20012                         Turkey  \n",
       "2613          0      48                         Uganda  \n",
       "2614         22    1023                        Ukraine  \n",
       "2615        108    1147           United Arab Emirates  \n",
       "2616        135   34428                 United Kingdom  \n",
       "2617         68     297                        Uruguay  \n",
       "2618         25     200                     Uzbekistan  \n",
       "2619         52      94                      Venezuela  \n",
       "2620         85     152                        Vietnam  \n",
       "2621         21     172             West Bank and Gaza  \n",
       "2622          2      36                         Zambia  \n",
       "2623          0       8                       Zimbabwe  \n",
       "2624          0       0        unassigned, Wyoming, US  \n",
       "\n",
       "[2625 rows x 12 columns]"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv(daily_datafile, encoding='utf-8', index_col=False)\n",
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Select only US rows"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>FIPS</th>\n",
       "      <th>Admin2</th>\n",
       "      <th>Province_State</th>\n",
       "      <th>Country_Region</th>\n",
       "      <th>Last_Update</th>\n",
       "      <th>Lat</th>\n",
       "      <th>Long_</th>\n",
       "      <th>Confirmed</th>\n",
       "      <th>Deaths</th>\n",
       "      <th>Recovered</th>\n",
       "      <th>Active</th>\n",
       "      <th>Combined_Key</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>45001.0</td>\n",
       "      <td>Abbeville</td>\n",
       "      <td>South Carolina</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>34.223334</td>\n",
       "      <td>-82.461707</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Abbeville, South Carolina, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>22001.0</td>\n",
       "      <td>Acadia</td>\n",
       "      <td>Louisiana</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>30.295065</td>\n",
       "      <td>-92.414197</td>\n",
       "      <td>72</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Acadia, Louisiana, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>51001.0</td>\n",
       "      <td>Accomack</td>\n",
       "      <td>Virginia</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>37.767072</td>\n",
       "      <td>-75.632346</td>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Accomack, Virginia, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>16001.0</td>\n",
       "      <td>Ada</td>\n",
       "      <td>Idaho</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>43.452658</td>\n",
       "      <td>-116.241552</td>\n",
       "      <td>307</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Ada, Idaho, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>19001.0</td>\n",
       "      <td>Adair</td>\n",
       "      <td>Iowa</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>41.330756</td>\n",
       "      <td>-94.471059</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adair, Iowa, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>29001.0</td>\n",
       "      <td>Adair</td>\n",
       "      <td>Missouri</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>40.190586</td>\n",
       "      <td>-92.600782</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adair, Missouri, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>40001.0</td>\n",
       "      <td>Adair</td>\n",
       "      <td>Oklahoma</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>35.884942</td>\n",
       "      <td>-94.658593</td>\n",
       "      <td>14</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adair, Oklahoma, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>8001.0</td>\n",
       "      <td>Adams</td>\n",
       "      <td>Colorado</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>39.874321</td>\n",
       "      <td>-104.336258</td>\n",
       "      <td>260</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adams, Colorado, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>16003.0</td>\n",
       "      <td>Adams</td>\n",
       "      <td>Idaho</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>44.893336</td>\n",
       "      <td>-116.454525</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adams, Idaho, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>17001.0</td>\n",
       "      <td>Adams</td>\n",
       "      <td>Illinois</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>39.988156</td>\n",
       "      <td>-91.187868</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adams, Illinois, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>18001.0</td>\n",
       "      <td>Adams</td>\n",
       "      <td>Indiana</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>40.745765</td>\n",
       "      <td>-84.936714</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adams, Indiana, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>28001.0</td>\n",
       "      <td>Adams</td>\n",
       "      <td>Mississippi</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>31.476698</td>\n",
       "      <td>-91.353260</td>\n",
       "      <td>14</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adams, Mississippi, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>31001.0</td>\n",
       "      <td>Adams</td>\n",
       "      <td>Nebraska</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>40.524494</td>\n",
       "      <td>-98.501178</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adams, Nebraska, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>42001.0</td>\n",
       "      <td>Adams</td>\n",
       "      <td>Pennsylvania</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>39.871404</td>\n",
       "      <td>-77.216103</td>\n",
       "      <td>19</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adams, Pennsylvania, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>53001.0</td>\n",
       "      <td>Adams</td>\n",
       "      <td>Washington</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>46.982998</td>\n",
       "      <td>-118.560173</td>\n",
       "      <td>20</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adams, Washington, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>55001.0</td>\n",
       "      <td>Adams</td>\n",
       "      <td>Wisconsin</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>43.969747</td>\n",
       "      <td>-89.767828</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Adams, Wisconsin, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>50001.0</td>\n",
       "      <td>Addison</td>\n",
       "      <td>Vermont</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>44.032173</td>\n",
       "      <td>-73.141309</td>\n",
       "      <td>32</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Addison, Vermont, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>45003.0</td>\n",
       "      <td>Aiken</td>\n",
       "      <td>South Carolina</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>33.543380</td>\n",
       "      <td>-81.636454</td>\n",
       "      <td>22</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Aiken, South Carolina, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>12001.0</td>\n",
       "      <td>Alachua</td>\n",
       "      <td>Florida</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>29.678665</td>\n",
       "      <td>-82.359282</td>\n",
       "      <td>110</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Alachua, Florida, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>37001.0</td>\n",
       "      <td>Alamance</td>\n",
       "      <td>North Carolina</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>36.043470</td>\n",
       "      <td>-79.399761</td>\n",
       "      <td>14</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Alamance, North Carolina, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>6001.0</td>\n",
       "      <td>Alameda</td>\n",
       "      <td>California</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>37.646294</td>\n",
       "      <td>-121.892927</td>\n",
       "      <td>443</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Alameda, California, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>8003.0</td>\n",
       "      <td>Alamosa</td>\n",
       "      <td>Colorado</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>37.572506</td>\n",
       "      <td>-105.788545</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Alamosa, Colorado, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>36001.0</td>\n",
       "      <td>Albany</td>\n",
       "      <td>New York</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>42.600603</td>\n",
       "      <td>-73.977239</td>\n",
       "      <td>267</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Albany, New York, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>56001.0</td>\n",
       "      <td>Albany</td>\n",
       "      <td>Wyoming</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>41.654987</td>\n",
       "      <td>-105.723541</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Albany, Wyoming, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>51003.0</td>\n",
       "      <td>Albemarle</td>\n",
       "      <td>Virginia</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>38.020807</td>\n",
       "      <td>-78.554811</td>\n",
       "      <td>26</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Albemarle, Virginia, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>28003.0</td>\n",
       "      <td>Alcorn</td>\n",
       "      <td>Mississippi</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>34.880845</td>\n",
       "      <td>-88.579962</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Alcorn, Mississippi, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>37003.0</td>\n",
       "      <td>Alexander</td>\n",
       "      <td>North Carolina</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>35.922380</td>\n",
       "      <td>-81.177519</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Alexander, North Carolina, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>51510.0</td>\n",
       "      <td>Alexandria</td>\n",
       "      <td>Virginia</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>38.814003</td>\n",
       "      <td>-77.081831</td>\n",
       "      <td>56</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Alexandria, Virginia, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>19005.0</td>\n",
       "      <td>Allamakee</td>\n",
       "      <td>Iowa</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>43.283832</td>\n",
       "      <td>-91.378609</td>\n",
       "      <td>16</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Allamakee, Iowa, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>26005.0</td>\n",
       "      <td>Allegan</td>\n",
       "      <td>Michigan</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>42.591470</td>\n",
       "      <td>-85.891029</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Allegan, Michigan, US</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2338</th>\n",
       "      <td>51197.0</td>\n",
       "      <td>Wythe</td>\n",
       "      <td>Virginia</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>36.915820</td>\n",
       "      <td>-81.078341</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Wythe, Virginia, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2339</th>\n",
       "      <td>37197.0</td>\n",
       "      <td>Yadkin</td>\n",
       "      <td>North Carolina</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>36.162226</td>\n",
       "      <td>-80.662394</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Yadkin, North Carolina, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2340</th>\n",
       "      <td>53077.0</td>\n",
       "      <td>Yakima</td>\n",
       "      <td>Washington</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>46.457385</td>\n",
       "      <td>-120.738013</td>\n",
       "      <td>240</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Yakima, Washington, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2341</th>\n",
       "      <td>28161.0</td>\n",
       "      <td>Yalobusha</td>\n",
       "      <td>Mississippi</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>34.028242</td>\n",
       "      <td>-89.707620</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Yalobusha, Mississippi, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2342</th>\n",
       "      <td>41071.0</td>\n",
       "      <td>Yamhill</td>\n",
       "      <td>Oregon</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>45.233304</td>\n",
       "      <td>-123.308696</td>\n",
       "      <td>23</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Yamhill, Oregon, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2343</th>\n",
       "      <td>46135.0</td>\n",
       "      <td>Yankton</td>\n",
       "      <td>South Dakota</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>43.009245</td>\n",
       "      <td>-97.394676</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Yankton, South Dakota, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2344</th>\n",
       "      <td>36123.0</td>\n",
       "      <td>Yates</td>\n",
       "      <td>New York</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>42.635055</td>\n",
       "      <td>-77.103699</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Yates, New York, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2345</th>\n",
       "      <td>4025.0</td>\n",
       "      <td>Yavapai</td>\n",
       "      <td>Arizona</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>34.599339</td>\n",
       "      <td>-112.553859</td>\n",
       "      <td>35</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Yavapai, Arizona, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2346</th>\n",
       "      <td>28163.0</td>\n",
       "      <td>Yazoo</td>\n",
       "      <td>Mississippi</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>32.778904</td>\n",
       "      <td>-90.396561</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Yazoo, Mississippi, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2347</th>\n",
       "      <td>27173.0</td>\n",
       "      <td>Yellow Medicine</td>\n",
       "      <td>Minnesota</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>44.717102</td>\n",
       "      <td>-95.868425</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Yellow Medicine, Minnesota, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2348</th>\n",
       "      <td>30111.0</td>\n",
       "      <td>Yellowstone</td>\n",
       "      <td>Montana</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>45.939559</td>\n",
       "      <td>-108.269149</td>\n",
       "      <td>36</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Yellowstone, Montana, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2349</th>\n",
       "      <td>6113.0</td>\n",
       "      <td>Yolo</td>\n",
       "      <td>California</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>38.682789</td>\n",
       "      <td>-121.901829</td>\n",
       "      <td>33</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Yolo, California, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2350</th>\n",
       "      <td>23031.0</td>\n",
       "      <td>York</td>\n",
       "      <td>Maine</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>43.478084</td>\n",
       "      <td>-70.710524</td>\n",
       "      <td>89</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>York, Maine, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2351</th>\n",
       "      <td>31185.0</td>\n",
       "      <td>York</td>\n",
       "      <td>Nebraska</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>40.872726</td>\n",
       "      <td>-97.597102</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>York, Nebraska, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2352</th>\n",
       "      <td>42133.0</td>\n",
       "      <td>York</td>\n",
       "      <td>Pennsylvania</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>39.921009</td>\n",
       "      <td>-76.730401</td>\n",
       "      <td>121</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>York, Pennsylvania, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2353</th>\n",
       "      <td>45091.0</td>\n",
       "      <td>York</td>\n",
       "      <td>South Carolina</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>34.972815</td>\n",
       "      <td>-81.180859</td>\n",
       "      <td>73</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>York, South Carolina, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2354</th>\n",
       "      <td>51199.0</td>\n",
       "      <td>York</td>\n",
       "      <td>Virginia</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>37.243748</td>\n",
       "      <td>-76.544128</td>\n",
       "      <td>17</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>York, Virginia, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2355</th>\n",
       "      <td>48503.0</td>\n",
       "      <td>Young</td>\n",
       "      <td>Texas</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>33.176597</td>\n",
       "      <td>-98.687909</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Young, Texas, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2356</th>\n",
       "      <td>6115.0</td>\n",
       "      <td>Yuba</td>\n",
       "      <td>California</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>39.262559</td>\n",
       "      <td>-121.353564</td>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Yuba, California, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2357</th>\n",
       "      <td>2290.0</td>\n",
       "      <td>Yukon-Koyukuk</td>\n",
       "      <td>Alaska</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>65.508155</td>\n",
       "      <td>-151.390739</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Yukon-Koyukuk, Alaska, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2358</th>\n",
       "      <td>4027.0</td>\n",
       "      <td>Yuma</td>\n",
       "      <td>Arizona</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>32.768957</td>\n",
       "      <td>-113.906667</td>\n",
       "      <td>13</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Yuma, Arizona, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2359</th>\n",
       "      <td>8125.0</td>\n",
       "      <td>Yuma</td>\n",
       "      <td>Colorado</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>40.003468</td>\n",
       "      <td>-102.425867</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Yuma, Colorado, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2375</th>\n",
       "      <td>88888.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Diamond Princess</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>49</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Diamond Princess, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2383</th>\n",
       "      <td>99999.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Grand Princess</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>103</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Grand Princess, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2386</th>\n",
       "      <td>66.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Guam</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>13.444300</td>\n",
       "      <td>144.793700</td>\n",
       "      <td>84</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Guam, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2413</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Northern Mariana Islands</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>15.097900</td>\n",
       "      <td>145.673900</td>\n",
       "      <td>6</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>,Northern Mariana Islands,US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2419</th>\n",
       "      <td>72.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>18.220800</td>\n",
       "      <td>-66.590100</td>\n",
       "      <td>316</td>\n",
       "      <td>15</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Puerto Rico, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2424</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Recovered</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>9707</td>\n",
       "      <td>0</td>\n",
       "      <td>Recovered, US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2441</th>\n",
       "      <td>78.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Virgin Islands</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>18.335800</td>\n",
       "      <td>-64.896300</td>\n",
       "      <td>37</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>,Virgin Islands,US</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2624</th>\n",
       "      <td>NaN</td>\n",
       "      <td>unassigned</td>\n",
       "      <td>Wyoming</td>\n",
       "      <td>US</td>\n",
       "      <td>2020-04-03 22:46:37</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>unassigned, Wyoming, US</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2368 rows × 12 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         FIPS           Admin2            Province_State Country_Region  \\\n",
       "0     45001.0        Abbeville            South Carolina             US   \n",
       "1     22001.0           Acadia                 Louisiana             US   \n",
       "2     51001.0         Accomack                  Virginia             US   \n",
       "3     16001.0              Ada                     Idaho             US   \n",
       "4     19001.0            Adair                      Iowa             US   \n",
       "5     29001.0            Adair                  Missouri             US   \n",
       "6     40001.0            Adair                  Oklahoma             US   \n",
       "7      8001.0            Adams                  Colorado             US   \n",
       "8     16003.0            Adams                     Idaho             US   \n",
       "9     17001.0            Adams                  Illinois             US   \n",
       "10    18001.0            Adams                   Indiana             US   \n",
       "11    28001.0            Adams               Mississippi             US   \n",
       "12    31001.0            Adams                  Nebraska             US   \n",
       "13    42001.0            Adams              Pennsylvania             US   \n",
       "14    53001.0            Adams                Washington             US   \n",
       "15    55001.0            Adams                 Wisconsin             US   \n",
       "16    50001.0          Addison                   Vermont             US   \n",
       "17    45003.0            Aiken            South Carolina             US   \n",
       "18    12001.0          Alachua                   Florida             US   \n",
       "19    37001.0         Alamance            North Carolina             US   \n",
       "20     6001.0          Alameda                California             US   \n",
       "21     8003.0          Alamosa                  Colorado             US   \n",
       "22    36001.0           Albany                  New York             US   \n",
       "23    56001.0           Albany                   Wyoming             US   \n",
       "24    51003.0        Albemarle                  Virginia             US   \n",
       "25    28003.0           Alcorn               Mississippi             US   \n",
       "26    37003.0        Alexander            North Carolina             US   \n",
       "27    51510.0       Alexandria                  Virginia             US   \n",
       "28    19005.0        Allamakee                      Iowa             US   \n",
       "29    26005.0          Allegan                  Michigan             US   \n",
       "...       ...              ...                       ...            ...   \n",
       "2338  51197.0            Wythe                  Virginia             US   \n",
       "2339  37197.0           Yadkin            North Carolina             US   \n",
       "2340  53077.0           Yakima                Washington             US   \n",
       "2341  28161.0        Yalobusha               Mississippi             US   \n",
       "2342  41071.0          Yamhill                    Oregon             US   \n",
       "2343  46135.0          Yankton              South Dakota             US   \n",
       "2344  36123.0            Yates                  New York             US   \n",
       "2345   4025.0          Yavapai                   Arizona             US   \n",
       "2346  28163.0            Yazoo               Mississippi             US   \n",
       "2347  27173.0  Yellow Medicine                 Minnesota             US   \n",
       "2348  30111.0      Yellowstone                   Montana             US   \n",
       "2349   6113.0             Yolo                California             US   \n",
       "2350  23031.0             York                     Maine             US   \n",
       "2351  31185.0             York                  Nebraska             US   \n",
       "2352  42133.0             York              Pennsylvania             US   \n",
       "2353  45091.0             York            South Carolina             US   \n",
       "2354  51199.0             York                  Virginia             US   \n",
       "2355  48503.0            Young                     Texas             US   \n",
       "2356   6115.0             Yuba                California             US   \n",
       "2357   2290.0    Yukon-Koyukuk                    Alaska             US   \n",
       "2358   4027.0             Yuma                   Arizona             US   \n",
       "2359   8125.0             Yuma                  Colorado             US   \n",
       "2375  88888.0              NaN          Diamond Princess             US   \n",
       "2383  99999.0              NaN            Grand Princess             US   \n",
       "2386     66.0              NaN                      Guam             US   \n",
       "2413      NaN              NaN  Northern Mariana Islands             US   \n",
       "2419     72.0              NaN               Puerto Rico             US   \n",
       "2424      NaN              NaN                 Recovered             US   \n",
       "2441     78.0              NaN            Virgin Islands             US   \n",
       "2624      NaN       unassigned                   Wyoming             US   \n",
       "\n",
       "              Last_Update        Lat       Long_  Confirmed  Deaths  \\\n",
       "0     2020-04-03 22:46:37  34.223334  -82.461707          6       0   \n",
       "1     2020-04-03 22:46:37  30.295065  -92.414197         72       1   \n",
       "2     2020-04-03 22:46:37  37.767072  -75.632346          8       0   \n",
       "3     2020-04-03 22:46:37  43.452658 -116.241552        307       3   \n",
       "4     2020-04-03 22:46:37  41.330756  -94.471059          1       0   \n",
       "5     2020-04-03 22:46:37  40.190586  -92.600782          6       0   \n",
       "6     2020-04-03 22:46:37  35.884942  -94.658593         14       0   \n",
       "7     2020-04-03 22:46:37  39.874321 -104.336258        260       7   \n",
       "8     2020-04-03 22:46:37  44.893336 -116.454525          1       0   \n",
       "9     2020-04-03 22:46:37  39.988156  -91.187868          2       0   \n",
       "10    2020-04-03 22:46:37  40.745765  -84.936714          1       0   \n",
       "11    2020-04-03 22:46:37  31.476698  -91.353260         14       0   \n",
       "12    2020-04-03 22:46:37  40.524494  -98.501178          6       0   \n",
       "13    2020-04-03 22:46:37  39.871404  -77.216103         19       0   \n",
       "14    2020-04-03 22:46:37  46.982998 -118.560173         20       0   \n",
       "15    2020-04-03 22:46:37  43.969747  -89.767828          1       0   \n",
       "16    2020-04-03 22:46:37  44.032173  -73.141309         32       0   \n",
       "17    2020-04-03 22:46:37  33.543380  -81.636454         22       1   \n",
       "18    2020-04-03 22:46:37  29.678665  -82.359282        110       0   \n",
       "19    2020-04-03 22:46:37  36.043470  -79.399761         14       0   \n",
       "20    2020-04-03 22:46:37  37.646294 -121.892927        443      12   \n",
       "21    2020-04-03 22:46:37  37.572506 -105.788545          4       0   \n",
       "22    2020-04-03 22:46:37  42.600603  -73.977239        267       2   \n",
       "23    2020-04-03 22:46:37  41.654987 -105.723541          4       0   \n",
       "24    2020-04-03 22:46:37  38.020807  -78.554811         26       0   \n",
       "25    2020-04-03 22:46:37  34.880845  -88.579962          6       0   \n",
       "26    2020-04-03 22:46:37  35.922380  -81.177519          2       0   \n",
       "27    2020-04-03 22:46:37  38.814003  -77.081831         56       0   \n",
       "28    2020-04-03 22:46:37  43.283832  -91.378609         16       1   \n",
       "29    2020-04-03 22:46:37  42.591470  -85.891029          6       0   \n",
       "...                   ...        ...         ...        ...     ...   \n",
       "2338  2020-04-03 22:46:37  36.915820  -81.078341          2       0   \n",
       "2339  2020-04-03 22:46:37  36.162226  -80.662394          6       0   \n",
       "2340  2020-04-03 22:46:37  46.457385 -120.738013        240       6   \n",
       "2341  2020-04-03 22:46:37  34.028242  -89.707620          7       0   \n",
       "2342  2020-04-03 22:46:37  45.233304 -123.308696         23       3   \n",
       "2343  2020-04-03 22:46:37  43.009245  -97.394676         11       0   \n",
       "2344  2020-04-03 22:46:37  42.635055  -77.103699          1       0   \n",
       "2345  2020-04-03 22:46:37  34.599339 -112.553859         35       0   \n",
       "2346  2020-04-03 22:46:37  32.778904  -90.396561         13       1   \n",
       "2347  2020-04-03 22:46:37  44.717102  -95.868425          1       0   \n",
       "2348  2020-04-03 22:46:37  45.939559 -108.269149         36       0   \n",
       "2349  2020-04-03 22:46:37  38.682789 -121.901829         33       1   \n",
       "2350  2020-04-03 22:46:37  43.478084  -70.710524         89       1   \n",
       "2351  2020-04-03 22:46:37  40.872726  -97.597102          1       0   \n",
       "2352  2020-04-03 22:46:37  39.921009  -76.730401        121       1   \n",
       "2353  2020-04-03 22:46:37  34.972815  -81.180859         73       1   \n",
       "2354  2020-04-03 22:46:37  37.243748  -76.544128         17       1   \n",
       "2355  2020-04-03 22:46:37  33.176597  -98.687909          3       0   \n",
       "2356  2020-04-03 22:46:37  39.262559 -121.353564          8       0   \n",
       "2357  2020-04-03 22:46:37  65.508155 -151.390739          1       0   \n",
       "2358  2020-04-03 22:46:37  32.768957 -113.906667         13       0   \n",
       "2359  2020-04-03 22:46:37  40.003468 -102.425867          2       0   \n",
       "2375  2020-04-03 22:46:37        NaN         NaN         49       0   \n",
       "2383  2020-04-03 22:46:37        NaN         NaN        103       3   \n",
       "2386  2020-04-03 22:46:37  13.444300  144.793700         84       4   \n",
       "2413  2020-04-03 22:46:37  15.097900  145.673900          6       1   \n",
       "2419  2020-04-03 22:46:37  18.220800  -66.590100        316      15   \n",
       "2424  2020-04-03 22:46:37        NaN         NaN          0       0   \n",
       "2441  2020-04-03 22:46:37  18.335800  -64.896300         37       0   \n",
       "2624  2020-04-03 22:46:37        NaN         NaN          0       0   \n",
       "\n",
       "      Recovered  Active                    Combined_Key  \n",
       "0             0       0   Abbeville, South Carolina, US  \n",
       "1             0       0           Acadia, Louisiana, US  \n",
       "2             0       0          Accomack, Virginia, US  \n",
       "3             0       0                  Ada, Idaho, US  \n",
       "4             0       0                 Adair, Iowa, US  \n",
       "5             0       0             Adair, Missouri, US  \n",
       "6             0       0             Adair, Oklahoma, US  \n",
       "7             0       0             Adams, Colorado, US  \n",
       "8             0       0                Adams, Idaho, US  \n",
       "9             0       0             Adams, Illinois, US  \n",
       "10            0       0              Adams, Indiana, US  \n",
       "11            0       0          Adams, Mississippi, US  \n",
       "12            0       0             Adams, Nebraska, US  \n",
       "13            0       0         Adams, Pennsylvania, US  \n",
       "14            0       0           Adams, Washington, US  \n",
       "15            0       0            Adams, Wisconsin, US  \n",
       "16            0       0            Addison, Vermont, US  \n",
       "17            0       0       Aiken, South Carolina, US  \n",
       "18            0       0            Alachua, Florida, US  \n",
       "19            0       0    Alamance, North Carolina, US  \n",
       "20            0       0         Alameda, California, US  \n",
       "21            0       0           Alamosa, Colorado, US  \n",
       "22            0       0            Albany, New York, US  \n",
       "23            0       0             Albany, Wyoming, US  \n",
       "24            0       0         Albemarle, Virginia, US  \n",
       "25            0       0         Alcorn, Mississippi, US  \n",
       "26            0       0   Alexander, North Carolina, US  \n",
       "27            0       0        Alexandria, Virginia, US  \n",
       "28            0       0             Allamakee, Iowa, US  \n",
       "29            0       0           Allegan, Michigan, US  \n",
       "...         ...     ...                             ...  \n",
       "2338          0       0             Wythe, Virginia, US  \n",
       "2339          0       0      Yadkin, North Carolina, US  \n",
       "2340          0       0          Yakima, Washington, US  \n",
       "2341          0       0      Yalobusha, Mississippi, US  \n",
       "2342          0       0             Yamhill, Oregon, US  \n",
       "2343          0       0       Yankton, South Dakota, US  \n",
       "2344          0       0             Yates, New York, US  \n",
       "2345          0       0            Yavapai, Arizona, US  \n",
       "2346          0       0          Yazoo, Mississippi, US  \n",
       "2347          0       0  Yellow Medicine, Minnesota, US  \n",
       "2348          0       0        Yellowstone, Montana, US  \n",
       "2349          0       0            Yolo, California, US  \n",
       "2350          0       0                 York, Maine, US  \n",
       "2351          0       0              York, Nebraska, US  \n",
       "2352          0       0          York, Pennsylvania, US  \n",
       "2353          0       0        York, South Carolina, US  \n",
       "2354          0       0              York, Virginia, US  \n",
       "2355          0       0                Young, Texas, US  \n",
       "2356          0       0            Yuba, California, US  \n",
       "2357          0       0       Yukon-Koyukuk, Alaska, US  \n",
       "2358          0       0               Yuma, Arizona, US  \n",
       "2359          0       0              Yuma, Colorado, US  \n",
       "2375          0       0            Diamond Princess, US  \n",
       "2383          0       0              Grand Princess, US  \n",
       "2386          0       0                        Guam, US  \n",
       "2413          0       0    ,Northern Mariana Islands,US  \n",
       "2419          0       0                 Puerto Rico, US  \n",
       "2424       9707       0                   Recovered, US  \n",
       "2441          0       0              ,Virgin Islands,US  \n",
       "2624          0       0         unassigned, Wyoming, US  \n",
       "\n",
       "[2368 rows x 12 columns]"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = df[df['Country_Region'] == 'US']\n",
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Group By States, Sum by Confirmed Cases, Deaths, Recoved, Active"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Confirmed</th>\n",
       "      <th>Deaths</th>\n",
       "      <th>Recovered</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Province_State</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Alabama</th>\n",
       "      <td>1495</td>\n",
       "      <td>38</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Alaska</th>\n",
       "      <td>157</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Arizona</th>\n",
       "      <td>1937</td>\n",
       "      <td>41</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Arkansas</th>\n",
       "      <td>704</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>California</th>\n",
       "      <td>12004</td>\n",
       "      <td>265</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Colorado</th>\n",
       "      <td>3742</td>\n",
       "      <td>97</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Connecticut</th>\n",
       "      <td>4914</td>\n",
       "      <td>131</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Delaware</th>\n",
       "      <td>450</td>\n",
       "      <td>14</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Diamond Princess</th>\n",
       "      <td>49</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>District of Columbia</th>\n",
       "      <td>757</td>\n",
       "      <td>15</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Florida</th>\n",
       "      <td>10268</td>\n",
       "      <td>170</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Georgia</th>\n",
       "      <td>5831</td>\n",
       "      <td>184</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Grand Princess</th>\n",
       "      <td>103</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Guam</th>\n",
       "      <td>84</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Hawaii</th>\n",
       "      <td>319</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Idaho</th>\n",
       "      <td>891</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Illinois</th>\n",
       "      <td>8904</td>\n",
       "      <td>210</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Indiana</th>\n",
       "      <td>3437</td>\n",
       "      <td>102</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Iowa</th>\n",
       "      <td>699</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kansas</th>\n",
       "      <td>629</td>\n",
       "      <td>18</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kentucky</th>\n",
       "      <td>770</td>\n",
       "      <td>34</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Louisiana</th>\n",
       "      <td>10297</td>\n",
       "      <td>370</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Maine</th>\n",
       "      <td>432</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Maryland</th>\n",
       "      <td>2758</td>\n",
       "      <td>43</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Massachusetts</th>\n",
       "      <td>10402</td>\n",
       "      <td>192</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Michigan</th>\n",
       "      <td>12744</td>\n",
       "      <td>479</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Minnesota</th>\n",
       "      <td>788</td>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mississippi</th>\n",
       "      <td>1358</td>\n",
       "      <td>29</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Missouri</th>\n",
       "      <td>1864</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Montana</th>\n",
       "      <td>243</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nebraska</th>\n",
       "      <td>279</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nevada</th>\n",
       "      <td>1514</td>\n",
       "      <td>43</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Hampshire</th>\n",
       "      <td>479</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Jersey</th>\n",
       "      <td>29895</td>\n",
       "      <td>646</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Mexico</th>\n",
       "      <td>534</td>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New York</th>\n",
       "      <td>102987</td>\n",
       "      <td>2935</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>North Carolina</th>\n",
       "      <td>2251</td>\n",
       "      <td>27</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>North Dakota</th>\n",
       "      <td>173</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Northern Mariana Islands</th>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ohio</th>\n",
       "      <td>3312</td>\n",
       "      <td>91</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Oklahoma</th>\n",
       "      <td>990</td>\n",
       "      <td>38</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Oregon</th>\n",
       "      <td>899</td>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Pennsylvania</th>\n",
       "      <td>8570</td>\n",
       "      <td>102</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Puerto Rico</th>\n",
       "      <td>316</td>\n",
       "      <td>15</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Recovered</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>9707</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Rhode Island</th>\n",
       "      <td>711</td>\n",
       "      <td>14</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>South Carolina</th>\n",
       "      <td>1700</td>\n",
       "      <td>34</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>South Dakota</th>\n",
       "      <td>187</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tennessee</th>\n",
       "      <td>3067</td>\n",
       "      <td>41</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Texas</th>\n",
       "      <td>5734</td>\n",
       "      <td>100</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Utah</th>\n",
       "      <td>1255</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Vermont</th>\n",
       "      <td>389</td>\n",
       "      <td>17</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Virgin Islands</th>\n",
       "      <td>37</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Virginia</th>\n",
       "      <td>2012</td>\n",
       "      <td>46</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Washington</th>\n",
       "      <td>6846</td>\n",
       "      <td>291</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>West Virginia</th>\n",
       "      <td>237</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wisconsin</th>\n",
       "      <td>2012</td>\n",
       "      <td>51</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wyoming</th>\n",
       "      <td>162</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                          Confirmed  Deaths  Recovered\n",
       "Province_State                                        \n",
       "Alabama                        1495      38          0\n",
       "Alaska                          157       3          0\n",
       "Arizona                        1937      41          0\n",
       "Arkansas                        704      12          0\n",
       "California                    12004     265          0\n",
       "Colorado                       3742      97          0\n",
       "Connecticut                    4914     131          0\n",
       "Delaware                        450      14          0\n",
       "Diamond Princess                 49       0          0\n",
       "District of Columbia            757      15          0\n",
       "Florida                       10268     170          0\n",
       "Georgia                        5831     184          0\n",
       "Grand Princess                  103       3          0\n",
       "Guam                             84       4          0\n",
       "Hawaii                          319       3          0\n",
       "Idaho                           891       9          0\n",
       "Illinois                       8904     210          0\n",
       "Indiana                        3437     102          0\n",
       "Iowa                            699      11          0\n",
       "Kansas                          629      18          0\n",
       "Kentucky                        770      34          0\n",
       "Louisiana                     10297     370          0\n",
       "Maine                           432       9          0\n",
       "Maryland                       2758      43          0\n",
       "Massachusetts                 10402     192          0\n",
       "Michigan                      12744     479          0\n",
       "Minnesota                       788      22          0\n",
       "Mississippi                    1358      29          0\n",
       "Missouri                       1864      25          0\n",
       "Montana                         243       5          0\n",
       "Nebraska                        279       6          0\n",
       "Nevada                         1514      43          0\n",
       "New Hampshire                   479       5          0\n",
       "New Jersey                    29895     646          0\n",
       "New Mexico                      534      10          0\n",
       "New York                     102987    2935          0\n",
       "North Carolina                 2251      27          0\n",
       "North Dakota                    173       3          0\n",
       "Northern Mariana Islands          8       1          0\n",
       "Ohio                           3312      91          0\n",
       "Oklahoma                        990      38          0\n",
       "Oregon                          899      22          0\n",
       "Pennsylvania                   8570     102          0\n",
       "Puerto Rico                     316      15          0\n",
       "Recovered                         0       0       9707\n",
       "Rhode Island                    711      14          0\n",
       "South Carolina                 1700      34          0\n",
       "South Dakota                    187       2          0\n",
       "Tennessee                      3067      41          0\n",
       "Texas                          5734     100          0\n",
       "Utah                           1255       7          0\n",
       "Vermont                         389      17          0\n",
       "Virgin Islands                   37       0          0\n",
       "Virginia                       2012      46          0\n",
       "Washington                     6846     291          0\n",
       "West Virginia                   237       2          0\n",
       "Wisconsin                      2012      51          0\n",
       "Wyoming                         162       0          0"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_daily_sum = df.groupby('Province_State').agg({'Confirmed':'sum','Deaths':'sum','Recovered':'sum'})\n",
    "\n",
    "# Drop rows\n",
    "if 'Wuhan Evacuee' in df.index:\n",
    "    df_daily_sum = df_daily_sum.drop(['Wuhan Evacuee'])\n",
    "if 'Recovered' in df.index:\n",
    "    df_daily_sum = df_daily_sum.drop(['Recovered'])\n",
    "\n",
    "df_daily_sum"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Get daily confirmed cases by State"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Confirmed</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Province_State</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Alabama</th>\n",
       "      <td>1495</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Alaska</th>\n",
       "      <td>157</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Arizona</th>\n",
       "      <td>1937</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Arkansas</th>\n",
       "      <td>704</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>California</th>\n",
       "      <td>12004</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Colorado</th>\n",
       "      <td>3742</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Connecticut</th>\n",
       "      <td>4914</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Delaware</th>\n",
       "      <td>450</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Diamond Princess</th>\n",
       "      <td>49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>District of Columbia</th>\n",
       "      <td>757</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Florida</th>\n",
       "      <td>10268</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Georgia</th>\n",
       "      <td>5831</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Grand Princess</th>\n",
       "      <td>103</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Guam</th>\n",
       "      <td>84</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Hawaii</th>\n",
       "      <td>319</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Idaho</th>\n",
       "      <td>891</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Illinois</th>\n",
       "      <td>8904</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Indiana</th>\n",
       "      <td>3437</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Iowa</th>\n",
       "      <td>699</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kansas</th>\n",
       "      <td>629</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kentucky</th>\n",
       "      <td>770</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Louisiana</th>\n",
       "      <td>10297</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Maine</th>\n",
       "      <td>432</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Maryland</th>\n",
       "      <td>2758</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Massachusetts</th>\n",
       "      <td>10402</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Michigan</th>\n",
       "      <td>12744</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Minnesota</th>\n",
       "      <td>788</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mississippi</th>\n",
       "      <td>1358</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Missouri</th>\n",
       "      <td>1864</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Montana</th>\n",
       "      <td>243</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nebraska</th>\n",
       "      <td>279</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nevada</th>\n",
       "      <td>1514</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Hampshire</th>\n",
       "      <td>479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Jersey</th>\n",
       "      <td>29895</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Mexico</th>\n",
       "      <td>534</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New York</th>\n",
       "      <td>102987</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>North Carolina</th>\n",
       "      <td>2251</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>North Dakota</th>\n",
       "      <td>173</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Northern Mariana Islands</th>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ohio</th>\n",
       "      <td>3312</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Oklahoma</th>\n",
       "      <td>990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Oregon</th>\n",
       "      <td>899</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Pennsylvania</th>\n",
       "      <td>8570</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Puerto Rico</th>\n",
       "      <td>316</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Recovered</th>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Rhode Island</th>\n",
       "      <td>711</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>South Carolina</th>\n",
       "      <td>1700</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>South Dakota</th>\n",
       "      <td>187</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tennessee</th>\n",
       "      <td>3067</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Texas</th>\n",
       "      <td>5734</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Utah</th>\n",
       "      <td>1255</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Vermont</th>\n",
       "      <td>389</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Virgin Islands</th>\n",
       "      <td>37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Virginia</th>\n",
       "      <td>2012</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Washington</th>\n",
       "      <td>6846</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>West Virginia</th>\n",
       "      <td>237</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wisconsin</th>\n",
       "      <td>2012</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wyoming</th>\n",
       "      <td>162</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                          Confirmed\n",
       "Province_State                     \n",
       "Alabama                        1495\n",
       "Alaska                          157\n",
       "Arizona                        1937\n",
       "Arkansas                        704\n",
       "California                    12004\n",
       "Colorado                       3742\n",
       "Connecticut                    4914\n",
       "Delaware                        450\n",
       "Diamond Princess                 49\n",
       "District of Columbia            757\n",
       "Florida                       10268\n",
       "Georgia                        5831\n",
       "Grand Princess                  103\n",
       "Guam                             84\n",
       "Hawaii                          319\n",
       "Idaho                           891\n",
       "Illinois                       8904\n",
       "Indiana                        3437\n",
       "Iowa                            699\n",
       "Kansas                          629\n",
       "Kentucky                        770\n",
       "Louisiana                     10297\n",
       "Maine                           432\n",
       "Maryland                       2758\n",
       "Massachusetts                 10402\n",
       "Michigan                      12744\n",
       "Minnesota                       788\n",
       "Mississippi                    1358\n",
       "Missouri                       1864\n",
       "Montana                         243\n",
       "Nebraska                        279\n",
       "Nevada                         1514\n",
       "New Hampshire                   479\n",
       "New Jersey                    29895\n",
       "New Mexico                      534\n",
       "New York                     102987\n",
       "North Carolina                 2251\n",
       "North Dakota                    173\n",
       "Northern Mariana Islands          8\n",
       "Ohio                           3312\n",
       "Oklahoma                        990\n",
       "Oregon                          899\n",
       "Pennsylvania                   8570\n",
       "Puerto Rico                     316\n",
       "Recovered                         0\n",
       "Rhode Island                    711\n",
       "South Carolina                 1700\n",
       "South Dakota                    187\n",
       "Tennessee                      3067\n",
       "Texas                          5734\n",
       "Utah                           1255\n",
       "Vermont                         389\n",
       "Virgin Islands                   37\n",
       "Virginia                       2012\n",
       "Washington                     6846\n",
       "West Virginia                   237\n",
       "Wisconsin                      2012\n",
       "Wyoming                         162"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_daily_cases = df_daily_sum.iloc[:, [0]]\n",
    "df_daily_cases"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Get daily deaths by State"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Deaths</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Province_State</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Alabama</th>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Alaska</th>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Arizona</th>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Arkansas</th>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>California</th>\n",
       "      <td>265</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Colorado</th>\n",
       "      <td>97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Connecticut</th>\n",
       "      <td>131</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Delaware</th>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Diamond Princess</th>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>District of Columbia</th>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Florida</th>\n",
       "      <td>170</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Georgia</th>\n",
       "      <td>184</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Grand Princess</th>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Guam</th>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Hawaii</th>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Idaho</th>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Illinois</th>\n",
       "      <td>210</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Indiana</th>\n",
       "      <td>102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Iowa</th>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kansas</th>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kentucky</th>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Louisiana</th>\n",
       "      <td>370</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Maine</th>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Maryland</th>\n",
       "      <td>43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Massachusetts</th>\n",
       "      <td>192</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Michigan</th>\n",
       "      <td>479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Minnesota</th>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mississippi</th>\n",
       "      <td>29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Missouri</th>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Montana</th>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nebraska</th>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nevada</th>\n",
       "      <td>43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Hampshire</th>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Jersey</th>\n",
       "      <td>646</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Mexico</th>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New York</th>\n",
       "      <td>2935</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>North Carolina</th>\n",
       "      <td>27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>North Dakota</th>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Northern Mariana Islands</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ohio</th>\n",
       "      <td>91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Oklahoma</th>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Oregon</th>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Pennsylvania</th>\n",
       "      <td>102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Puerto Rico</th>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Recovered</th>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Rhode Island</th>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>South Carolina</th>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>South Dakota</th>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tennessee</th>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Texas</th>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Utah</th>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Vermont</th>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Virgin Islands</th>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Virginia</th>\n",
       "      <td>46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Washington</th>\n",
       "      <td>291</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>West Virginia</th>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wisconsin</th>\n",
       "      <td>51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wyoming</th>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                          Deaths\n",
       "Province_State                  \n",
       "Alabama                       38\n",
       "Alaska                         3\n",
       "Arizona                       41\n",
       "Arkansas                      12\n",
       "California                   265\n",
       "Colorado                      97\n",
       "Connecticut                  131\n",
       "Delaware                      14\n",
       "Diamond Princess               0\n",
       "District of Columbia          15\n",
       "Florida                      170\n",
       "Georgia                      184\n",
       "Grand Princess                 3\n",
       "Guam                           4\n",
       "Hawaii                         3\n",
       "Idaho                          9\n",
       "Illinois                     210\n",
       "Indiana                      102\n",
       "Iowa                          11\n",
       "Kansas                        18\n",
       "Kentucky                      34\n",
       "Louisiana                    370\n",
       "Maine                          9\n",
       "Maryland                      43\n",
       "Massachusetts                192\n",
       "Michigan                     479\n",
       "Minnesota                     22\n",
       "Mississippi                   29\n",
       "Missouri                      25\n",
       "Montana                        5\n",
       "Nebraska                       6\n",
       "Nevada                        43\n",
       "New Hampshire                  5\n",
       "New Jersey                   646\n",
       "New Mexico                    10\n",
       "New York                    2935\n",
       "North Carolina                27\n",
       "North Dakota                   3\n",
       "Northern Mariana Islands       1\n",
       "Ohio                          91\n",
       "Oklahoma                      38\n",
       "Oregon                        22\n",
       "Pennsylvania                 102\n",
       "Puerto Rico                   15\n",
       "Recovered                      0\n",
       "Rhode Island                  14\n",
       "South Carolina                34\n",
       "South Dakota                   2\n",
       "Tennessee                     41\n",
       "Texas                        100\n",
       "Utah                           7\n",
       "Vermont                       17\n",
       "Virgin Islands                 0\n",
       "Virginia                      46\n",
       "Washington                   291\n",
       "West Virginia                  2\n",
       "Wisconsin                     51\n",
       "Wyoming                        0"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_daily_deaths = df_daily_sum.iloc[:, [1]]\n",
    "df_daily_deaths"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Load Confirmed Cases by State File"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>1/22/20</th>\n",
       "      <th>1/23/20</th>\n",
       "      <th>1/24/20</th>\n",
       "      <th>1/25/20</th>\n",
       "      <th>1/26/20</th>\n",
       "      <th>1/27/20</th>\n",
       "      <th>1/28/20</th>\n",
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       "      <th>...</th>\n",
       "      <th>3/24/20</th>\n",
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       "      <th>3/27/20</th>\n",
       "      <th>3/28/20</th>\n",
       "      <th>3/29/20</th>\n",
       "      <th>3/30/20</th>\n",
       "      <th>3/31/20</th>\n",
       "      <th>4/01/20</th>\n",
       "      <th>4/02/20</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>State</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
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       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Alabama</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>242</td>\n",
       "      <td>381</td>\n",
       "      <td>517</td>\n",
       "      <td>587</td>\n",
       "      <td>694</td>\n",
       "      <td>825</td>\n",
       "      <td>899</td>\n",
       "      <td>987</td>\n",
       "      <td>1060</td>\n",
       "      <td>1233</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Alaska</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>...</td>\n",
       "      <td>34</td>\n",
       "      <td>41</td>\n",
       "      <td>56</td>\n",
       "      <td>58</td>\n",
       "      <td>85</td>\n",
       "      <td>102</td>\n",
       "      <td>114</td>\n",
       "      <td>119</td>\n",
       "      <td>132</td>\n",
       "      <td>143</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>American Samoa</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Arizona</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>326</td>\n",
       "      <td>401</td>\n",
       "      <td>508</td>\n",
       "      <td>665</td>\n",
       "      <td>773</td>\n",
       "      <td>919</td>\n",
       "      <td>1157</td>\n",
       "      <td>1289</td>\n",
       "      <td>1530</td>\n",
       "      <td>1715</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Arkansas</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>219</td>\n",
       "      <td>280</td>\n",
       "      <td>335</td>\n",
       "      <td>381</td>\n",
       "      <td>409</td>\n",
       "      <td>426</td>\n",
       "      <td>473</td>\n",
       "      <td>523</td>\n",
       "      <td>584</td>\n",
       "      <td>643</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>California</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>2538</td>\n",
       "      <td>2998</td>\n",
       "      <td>3899</td>\n",
       "      <td>4657</td>\n",
       "      <td>5095</td>\n",
       "      <td>5852</td>\n",
       "      <td>7138</td>\n",
       "      <td>8210</td>\n",
       "      <td>9399</td>\n",
       "      <td>10773</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Colorado</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>723</td>\n",
       "      <td>1021</td>\n",
       "      <td>1430</td>\n",
       "      <td>1433</td>\n",
       "      <td>1740</td>\n",
       "      <td>2307</td>\n",
       "      <td>2311</td>\n",
       "      <td>2966</td>\n",
       "      <td>2982</td>\n",
       "      <td>3342</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Connecticut</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>618</td>\n",
       "      <td>875</td>\n",
       "      <td>1012</td>\n",
       "      <td>1291</td>\n",
       "      <td>1524</td>\n",
       "      <td>1993</td>\n",
       "      <td>2571</td>\n",
       "      <td>3128</td>\n",
       "      <td>3557</td>\n",
       "      <td>3824</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Delaware</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>104</td>\n",
       "      <td>119</td>\n",
       "      <td>130</td>\n",
       "      <td>163</td>\n",
       "      <td>214</td>\n",
       "      <td>232</td>\n",
       "      <td>264</td>\n",
       "      <td>319</td>\n",
       "      <td>368</td>\n",
       "      <td>393</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Diamond Princess</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>District of Columbia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>141</td>\n",
       "      <td>187</td>\n",
       "      <td>231</td>\n",
       "      <td>271</td>\n",
       "      <td>304</td>\n",
       "      <td>342</td>\n",
       "      <td>401</td>\n",
       "      <td>495</td>\n",
       "      <td>586</td>\n",
       "      <td>653</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Florida</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1412</td>\n",
       "      <td>1682</td>\n",
       "      <td>2357</td>\n",
       "      <td>2900</td>\n",
       "      <td>3763</td>\n",
       "      <td>4246</td>\n",
       "      <td>5473</td>\n",
       "      <td>6741</td>\n",
       "      <td>6956</td>\n",
       "      <td>9008</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Georgia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1026</td>\n",
       "      <td>1247</td>\n",
       "      <td>1525</td>\n",
       "      <td>2000</td>\n",
       "      <td>2366</td>\n",
       "      <td>2651</td>\n",
       "      <td>2808</td>\n",
       "      <td>3929</td>\n",
       "      <td>4638</td>\n",
       "      <td>5348</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Grand Princess</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>28</td>\n",
       "      <td>28</td>\n",
       "      <td>28</td>\n",
       "      <td>28</td>\n",
       "      <td>103</td>\n",
       "      <td>103</td>\n",
       "      <td>103</td>\n",
       "      <td>103</td>\n",
       "      <td>103</td>\n",
       "      <td>103</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Guam</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>32</td>\n",
       "      <td>37</td>\n",
       "      <td>45</td>\n",
       "      <td>51</td>\n",
       "      <td>55</td>\n",
       "      <td>56</td>\n",
       "      <td>58</td>\n",
       "      <td>69</td>\n",
       "      <td>77</td>\n",
       "      <td>82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Hawaii</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>90</td>\n",
       "      <td>91</td>\n",
       "      <td>95</td>\n",
       "      <td>106</td>\n",
       "      <td>149</td>\n",
       "      <td>149</td>\n",
       "      <td>175</td>\n",
       "      <td>204</td>\n",
       "      <td>224</td>\n",
       "      <td>256</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Idaho</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>81</td>\n",
       "      <td>91</td>\n",
       "      <td>146</td>\n",
       "      <td>205</td>\n",
       "      <td>234</td>\n",
       "      <td>281</td>\n",
       "      <td>340</td>\n",
       "      <td>515</td>\n",
       "      <td>566</td>\n",
       "      <td>776</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Illinois</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>1537</td>\n",
       "      <td>1865</td>\n",
       "      <td>2538</td>\n",
       "      <td>3024</td>\n",
       "      <td>3491</td>\n",
       "      <td>4596</td>\n",
       "      <td>5056</td>\n",
       "      <td>5994</td>\n",
       "      <td>6980</td>\n",
       "      <td>7695</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Indiana</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>368</td>\n",
       "      <td>477</td>\n",
       "      <td>645</td>\n",
       "      <td>979</td>\n",
       "      <td>1233</td>\n",
       "      <td>1513</td>\n",
       "      <td>1786</td>\n",
       "      <td>2158</td>\n",
       "      <td>2564</td>\n",
       "      <td>3038</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Iowa</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>124</td>\n",
       "      <td>146</td>\n",
       "      <td>179</td>\n",
       "      <td>235</td>\n",
       "      <td>298</td>\n",
       "      <td>336</td>\n",
       "      <td>424</td>\n",
       "      <td>497</td>\n",
       "      <td>547</td>\n",
       "      <td>614</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kansas</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>100</td>\n",
       "      <td>134</td>\n",
       "      <td>172</td>\n",
       "      <td>206</td>\n",
       "      <td>266</td>\n",
       "      <td>330</td>\n",
       "      <td>372</td>\n",
       "      <td>434</td>\n",
       "      <td>485</td>\n",
       "      <td>553</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kentucky</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>162</td>\n",
       "      <td>197</td>\n",
       "      <td>247</td>\n",
       "      <td>301</td>\n",
       "      <td>393</td>\n",
       "      <td>438</td>\n",
       "      <td>479</td>\n",
       "      <td>628</td>\n",
       "      <td>632</td>\n",
       "      <td>770</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Louisiana</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1388</td>\n",
       "      <td>1795</td>\n",
       "      <td>2304</td>\n",
       "      <td>2744</td>\n",
       "      <td>3315</td>\n",
       "      <td>3540</td>\n",
       "      <td>4025</td>\n",
       "      <td>5237</td>\n",
       "      <td>6424</td>\n",
       "      <td>9159</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Maine</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>118</td>\n",
       "      <td>142</td>\n",
       "      <td>155</td>\n",
       "      <td>168</td>\n",
       "      <td>211</td>\n",
       "      <td>253</td>\n",
       "      <td>275</td>\n",
       "      <td>303</td>\n",
       "      <td>303</td>\n",
       "      <td>376</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Maryland</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>349</td>\n",
       "      <td>425</td>\n",
       "      <td>583</td>\n",
       "      <td>775</td>\n",
       "      <td>995</td>\n",
       "      <td>1239</td>\n",
       "      <td>1413</td>\n",
       "      <td>1660</td>\n",
       "      <td>1986</td>\n",
       "      <td>2331</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Massachusetts</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1159</td>\n",
       "      <td>1838</td>\n",
       "      <td>2417</td>\n",
       "      <td>3240</td>\n",
       "      <td>4257</td>\n",
       "      <td>4955</td>\n",
       "      <td>5752</td>\n",
       "      <td>6620</td>\n",
       "      <td>7738</td>\n",
       "      <td>8966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Michigan</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1793</td>\n",
       "      <td>2296</td>\n",
       "      <td>2845</td>\n",
       "      <td>3634</td>\n",
       "      <td>4650</td>\n",
       "      <td>5488</td>\n",
       "      <td>6498</td>\n",
       "      <td>7615</td>\n",
       "      <td>9315</td>\n",
       "      <td>10791</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Minnesota</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>261</td>\n",
       "      <td>286</td>\n",
       "      <td>344</td>\n",
       "      <td>396</td>\n",
       "      <td>441</td>\n",
       "      <td>503</td>\n",
       "      <td>576</td>\n",
       "      <td>629</td>\n",
       "      <td>689</td>\n",
       "      <td>742</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mississippi</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>320</td>\n",
       "      <td>377</td>\n",
       "      <td>485</td>\n",
       "      <td>579</td>\n",
       "      <td>663</td>\n",
       "      <td>759</td>\n",
       "      <td>847</td>\n",
       "      <td>937</td>\n",
       "      <td>1073</td>\n",
       "      <td>1177</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Missouri</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>257</td>\n",
       "      <td>354</td>\n",
       "      <td>520</td>\n",
       "      <td>666</td>\n",
       "      <td>836</td>\n",
       "      <td>915</td>\n",
       "      <td>1051</td>\n",
       "      <td>1357</td>\n",
       "      <td>1613</td>\n",
       "      <td>1857</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Montana</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>51</td>\n",
       "      <td>65</td>\n",
       "      <td>90</td>\n",
       "      <td>109</td>\n",
       "      <td>129</td>\n",
       "      <td>154</td>\n",
       "      <td>171</td>\n",
       "      <td>198</td>\n",
       "      <td>208</td>\n",
       "      <td>241</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nebraska</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>66</td>\n",
       "      <td>71</td>\n",
       "      <td>74</td>\n",
       "      <td>82</td>\n",
       "      <td>96</td>\n",
       "      <td>108</td>\n",
       "      <td>145</td>\n",
       "      <td>172</td>\n",
       "      <td>210</td>\n",
       "      <td>246</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nevada</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>278</td>\n",
       "      <td>323</td>\n",
       "      <td>420</td>\n",
       "      <td>536</td>\n",
       "      <td>626</td>\n",
       "      <td>920</td>\n",
       "      <td>1012</td>\n",
       "      <td>1114</td>\n",
       "      <td>1279</td>\n",
       "      <td>1463</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Hampshire</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>101</td>\n",
       "      <td>108</td>\n",
       "      <td>137</td>\n",
       "      <td>158</td>\n",
       "      <td>187</td>\n",
       "      <td>214</td>\n",
       "      <td>314</td>\n",
       "      <td>357</td>\n",
       "      <td>367</td>\n",
       "      <td>316</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Jersey</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>3675</td>\n",
       "      <td>4402</td>\n",
       "      <td>6876</td>\n",
       "      <td>8825</td>\n",
       "      <td>11124</td>\n",
       "      <td>13386</td>\n",
       "      <td>16636</td>\n",
       "      <td>18696</td>\n",
       "      <td>22255</td>\n",
       "      <td>25590</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Mexico</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>100</td>\n",
       "      <td>113</td>\n",
       "      <td>113</td>\n",
       "      <td>136</td>\n",
       "      <td>208</td>\n",
       "      <td>237</td>\n",
       "      <td>237</td>\n",
       "      <td>315</td>\n",
       "      <td>340</td>\n",
       "      <td>388</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New York</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>25681</td>\n",
       "      <td>30841</td>\n",
       "      <td>37877</td>\n",
       "      <td>44876</td>\n",
       "      <td>52410</td>\n",
       "      <td>59648</td>\n",
       "      <td>66663</td>\n",
       "      <td>75833</td>\n",
       "      <td>83948</td>\n",
       "      <td>92506</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>North Carolina</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>495</td>\n",
       "      <td>590</td>\n",
       "      <td>738</td>\n",
       "      <td>887</td>\n",
       "      <td>1020</td>\n",
       "      <td>1191</td>\n",
       "      <td>1313</td>\n",
       "      <td>1535</td>\n",
       "      <td>1675</td>\n",
       "      <td>1977</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>North Dakota</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>36</td>\n",
       "      <td>45</td>\n",
       "      <td>51</td>\n",
       "      <td>68</td>\n",
       "      <td>94</td>\n",
       "      <td>98</td>\n",
       "      <td>109</td>\n",
       "      <td>122</td>\n",
       "      <td>142</td>\n",
       "      <td>159</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Northern Mariana Islands</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ohio</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>567</td>\n",
       "      <td>704</td>\n",
       "      <td>868</td>\n",
       "      <td>1137</td>\n",
       "      <td>1406</td>\n",
       "      <td>1653</td>\n",
       "      <td>1933</td>\n",
       "      <td>2199</td>\n",
       "      <td>2547</td>\n",
       "      <td>2901</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Oklahoma</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>106</td>\n",
       "      <td>164</td>\n",
       "      <td>248</td>\n",
       "      <td>322</td>\n",
       "      <td>377</td>\n",
       "      <td>429</td>\n",
       "      <td>481</td>\n",
       "      <td>568</td>\n",
       "      <td>721</td>\n",
       "      <td>881</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Oregon</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>210</td>\n",
       "      <td>266</td>\n",
       "      <td>316</td>\n",
       "      <td>416</td>\n",
       "      <td>479</td>\n",
       "      <td>548</td>\n",
       "      <td>606</td>\n",
       "      <td>690</td>\n",
       "      <td>736</td>\n",
       "      <td>826</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Pennsylvania</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>946</td>\n",
       "      <td>1260</td>\n",
       "      <td>1795</td>\n",
       "      <td>2345</td>\n",
       "      <td>2845</td>\n",
       "      <td>3432</td>\n",
       "      <td>4155</td>\n",
       "      <td>4963</td>\n",
       "      <td>6009</td>\n",
       "      <td>7268</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Puerto Rico</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>39</td>\n",
       "      <td>51</td>\n",
       "      <td>64</td>\n",
       "      <td>79</td>\n",
       "      <td>100</td>\n",
       "      <td>127</td>\n",
       "      <td>174</td>\n",
       "      <td>239</td>\n",
       "      <td>286</td>\n",
       "      <td>316</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Rhode Island</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>124</td>\n",
       "      <td>132</td>\n",
       "      <td>165</td>\n",
       "      <td>203</td>\n",
       "      <td>239</td>\n",
       "      <td>294</td>\n",
       "      <td>408</td>\n",
       "      <td>488</td>\n",
       "      <td>566</td>\n",
       "      <td>657</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>South Carolina</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>342</td>\n",
       "      <td>424</td>\n",
       "      <td>424</td>\n",
       "      <td>542</td>\n",
       "      <td>660</td>\n",
       "      <td>774</td>\n",
       "      <td>925</td>\n",
       "      <td>1083</td>\n",
       "      <td>1293</td>\n",
       "      <td>1554</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>South Dakota</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>30</td>\n",
       "      <td>41</td>\n",
       "      <td>46</td>\n",
       "      <td>58</td>\n",
       "      <td>68</td>\n",
       "      <td>90</td>\n",
       "      <td>101</td>\n",
       "      <td>108</td>\n",
       "      <td>129</td>\n",
       "      <td>165</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tennessee</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>772</td>\n",
       "      <td>916</td>\n",
       "      <td>1097</td>\n",
       "      <td>1318</td>\n",
       "      <td>1511</td>\n",
       "      <td>1720</td>\n",
       "      <td>1917</td>\n",
       "      <td>2391</td>\n",
       "      <td>2933</td>\n",
       "      <td>2845</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Texas</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>955</td>\n",
       "      <td>1229</td>\n",
       "      <td>1563</td>\n",
       "      <td>1937</td>\n",
       "      <td>2455</td>\n",
       "      <td>2792</td>\n",
       "      <td>3147</td>\n",
       "      <td>3809</td>\n",
       "      <td>4355</td>\n",
       "      <td>5069</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Utah</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>298</td>\n",
       "      <td>340</td>\n",
       "      <td>396</td>\n",
       "      <td>472</td>\n",
       "      <td>602</td>\n",
       "      <td>720</td>\n",
       "      <td>804</td>\n",
       "      <td>888</td>\n",
       "      <td>888</td>\n",
       "      <td>1092</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Vermont</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>95</td>\n",
       "      <td>125</td>\n",
       "      <td>158</td>\n",
       "      <td>184</td>\n",
       "      <td>211</td>\n",
       "      <td>235</td>\n",
       "      <td>256</td>\n",
       "      <td>293</td>\n",
       "      <td>321</td>\n",
       "      <td>338</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Virgin Islands</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>19</td>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Virginia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>293</td>\n",
       "      <td>396</td>\n",
       "      <td>466</td>\n",
       "      <td>607</td>\n",
       "      <td>740</td>\n",
       "      <td>890</td>\n",
       "      <td>1020</td>\n",
       "      <td>1249</td>\n",
       "      <td>1483</td>\n",
       "      <td>1706</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Washington</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>2328</td>\n",
       "      <td>2591</td>\n",
       "      <td>3207</td>\n",
       "      <td>3477</td>\n",
       "      <td>4030</td>\n",
       "      <td>4465</td>\n",
       "      <td>4923</td>\n",
       "      <td>5432</td>\n",
       "      <td>5608</td>\n",
       "      <td>6389</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>West Virginia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>22</td>\n",
       "      <td>39</td>\n",
       "      <td>52</td>\n",
       "      <td>76</td>\n",
       "      <td>96</td>\n",
       "      <td>113</td>\n",
       "      <td>145</td>\n",
       "      <td>162</td>\n",
       "      <td>191</td>\n",
       "      <td>216</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wisconsin</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>481</td>\n",
       "      <td>621</td>\n",
       "      <td>728</td>\n",
       "      <td>926</td>\n",
       "      <td>1055</td>\n",
       "      <td>1164</td>\n",
       "      <td>1230</td>\n",
       "      <td>1412</td>\n",
       "      <td>1556</td>\n",
       "      <td>1748</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wyoming</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>29</td>\n",
       "      <td>44</td>\n",
       "      <td>53</td>\n",
       "      <td>70</td>\n",
       "      <td>82</td>\n",
       "      <td>86</td>\n",
       "      <td>94</td>\n",
       "      <td>109</td>\n",
       "      <td>130</td>\n",
       "      <td>150</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>58 rows × 72 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                          1/22/20  1/23/20  1/24/20  1/25/20  1/26/20  \\\n",
       "State                                                                   \n",
       "Alabama                         0        0        0        0        0   \n",
       "Alaska                          0        0        0        0        0   \n",
       "American Samoa                  0        0        0        0        0   \n",
       "Arizona                         0        0        0        0        1   \n",
       "Arkansas                        0        0        0        0        0   \n",
       "California                      0        0        0        0        2   \n",
       "Colorado                        0        0        0        0        0   \n",
       "Connecticut                     0        0        0        0        0   \n",
       "Delaware                        0        0        0        0        0   \n",
       "Diamond Princess                0        0        0        0        0   \n",
       "District of Columbia            0        0        0        0        0   \n",
       "Florida                         0        0        0        0        0   \n",
       "Georgia                         0        0        0        0        0   \n",
       "Grand Princess                  0        0        0        0        0   \n",
       "Guam                            0        0        0        0        0   \n",
       "Hawaii                          0        0        0        0        0   \n",
       "Idaho                           0        0        0        0        0   \n",
       "Illinois                        0        0        1        1        1   \n",
       "Indiana                         0        0        0        0        0   \n",
       "Iowa                            0        0        0        0        0   \n",
       "Kansas                          0        0        0        0        0   \n",
       "Kentucky                        0        0        0        0        0   \n",
       "Louisiana                       0        0        0        0        0   \n",
       "Maine                           0        0        0        0        0   \n",
       "Maryland                        0        0        0        0        0   \n",
       "Massachusetts                   0        0        0        0        0   \n",
       "Michigan                        0        0        0        0        0   \n",
       "Minnesota                       0        0        0        0        0   \n",
       "Mississippi                     0        0        0        0        0   \n",
       "Missouri                        0        0        0        0        0   \n",
       "Montana                         0        0        0        0        0   \n",
       "Nebraska                        0        0        0        0        0   \n",
       "Nevada                          0        0        0        0        0   \n",
       "New Hampshire                   0        0        0        0        0   \n",
       "New Jersey                      0        0        0        0        0   \n",
       "New Mexico                      0        0        0        0        0   \n",
       "New York                        0        0        0        0        0   \n",
       "North Carolina                  0        0        0        0        0   \n",
       "North Dakota                    0        0        0        0        0   \n",
       "Northern Mariana Islands        0        0        0        0        0   \n",
       "Ohio                            0        0        0        0        0   \n",
       "Oklahoma                        0        0        0        0        0   \n",
       "Oregon                          0        0        0        0        0   \n",
       "Pennsylvania                    0        0        0        0        0   \n",
       "Puerto Rico                     0        0        0        0        0   \n",
       "Rhode Island                    0        0        0        0        0   \n",
       "South Carolina                  0        0        0        0        0   \n",
       "South Dakota                    0        0        0        0        0   \n",
       "Tennessee                       0        0        0        0        0   \n",
       "Texas                           0        0        0        0        0   \n",
       "Utah                            0        0        0        0        0   \n",
       "Vermont                         0        0        0        0        0   \n",
       "Virgin Islands                  0        0        0        0        0   \n",
       "Virginia                        0        0        0        0        0   \n",
       "Washington                      1        1        1        1        1   \n",
       "West Virginia                   0        0        0        0        0   \n",
       "Wisconsin                       0        0        0        0        0   \n",
       "Wyoming                         0        0        0        0        0   \n",
       "\n",
       "                          1/27/20  1/28/20  1/29/20  1/30/20  1/31/20  \\\n",
       "State                                                                   \n",
       "Alabama                         0        0        0        0        0   \n",
       "Alaska                          0        0        0        0        0   \n",
       "American Samoa                  0        0        0        0        0   \n",
       "Arizona                         1        1        1        1        1   \n",
       "Arkansas                        0        0        0        0        0   \n",
       "California                      2        2        2        2        3   \n",
       "Colorado                        0        0        0        0        0   \n",
       "Connecticut                     0        0        0        0        0   \n",
       "Delaware                        0        0        0        0        0   \n",
       "Diamond Princess                0        0        0        0        0   \n",
       "District of Columbia            0        0        0        0        0   \n",
       "Florida                         0        0        0        0        0   \n",
       "Georgia                         0        0        0        0        0   \n",
       "Grand Princess                  0        0        0        0        0   \n",
       "Guam                            0        0        0        0        0   \n",
       "Hawaii                          0        0        0        0        0   \n",
       "Idaho                           0        0        0        0        0   \n",
       "Illinois                        1        1        1        1        2   \n",
       "Indiana                         0        0        0        0        0   \n",
       "Iowa                            0        0        0        0        0   \n",
       "Kansas                          0        0        0        0        0   \n",
       "Kentucky                        0        0        0        0        0   \n",
       "Louisiana                       0        0        0        0        0   \n",
       "Maine                           0        0        0        0        0   \n",
       "Maryland                        0        0        0        0        0   \n",
       "Massachusetts                   0        0        0        0        0   \n",
       "Michigan                        0        0        0        0        0   \n",
       "Minnesota                       0        0        0        0        0   \n",
       "Mississippi                     0        0        0        0        0   \n",
       "Missouri                        0        0        0        0        0   \n",
       "Montana                         0        0        0        0        0   \n",
       "Nebraska                        0        0        0        0        0   \n",
       "Nevada                          0        0        0        0        0   \n",
       "New Hampshire                   0        0        0        0        0   \n",
       "New Jersey                      0        0        0        0        0   \n",
       "New Mexico                      0        0        0        0        0   \n",
       "New York                        0        0        0        0        0   \n",
       "North Carolina                  0        0        0        0        0   \n",
       "North Dakota                    0        0        0        0        0   \n",
       "Northern Mariana Islands        0        0        0        0        0   \n",
       "Ohio                            0        0        0        0        0   \n",
       "Oklahoma                        0        0        0        0        0   \n",
       "Oregon                          0        0        0        0        0   \n",
       "Pennsylvania                    0        0        0        0        0   \n",
       "Puerto Rico                     0        0        0        0        0   \n",
       "Rhode Island                    0        0        0        0        0   \n",
       "South Carolina                  0        0        0        0        0   \n",
       "South Dakota                    0        0        0        0        0   \n",
       "Tennessee                       0        0        0        0        0   \n",
       "Texas                           0        0        0        0        0   \n",
       "Utah                            0        0        0        0        0   \n",
       "Vermont                         0        0        0        0        0   \n",
       "Virgin Islands                  0        0        0        0        0   \n",
       "Virginia                        0        0        0        0        0   \n",
       "Washington                      1        1        1        1        1   \n",
       "West Virginia                   0        0        0        0        0   \n",
       "Wisconsin                       0        0        0        0        0   \n",
       "Wyoming                         0        0        0        0        0   \n",
       "\n",
       "                           ...     3/24/20  3/25/20  3/26/20  3/27/20  \\\n",
       "State                      ...                                          \n",
       "Alabama                    ...         242      381      517      587   \n",
       "Alaska                     ...          34       41       56       58   \n",
       "American Samoa             ...           0        0        0        0   \n",
       "Arizona                    ...         326      401      508      665   \n",
       "Arkansas                   ...         219      280      335      381   \n",
       "California                 ...        2538     2998     3899     4657   \n",
       "Colorado                   ...         723     1021     1430     1433   \n",
       "Connecticut                ...         618      875     1012     1291   \n",
       "Delaware                   ...         104      119      130      163   \n",
       "Diamond Princess           ...          49       49       49       49   \n",
       "District of Columbia       ...         141      187      231      271   \n",
       "Florida                    ...        1412     1682     2357     2900   \n",
       "Georgia                    ...        1026     1247     1525     2000   \n",
       "Grand Princess             ...          28       28       28       28   \n",
       "Guam                       ...          32       37       45       51   \n",
       "Hawaii                     ...          90       91       95      106   \n",
       "Idaho                      ...          81       91      146      205   \n",
       "Illinois                   ...        1537     1865     2538     3024   \n",
       "Indiana                    ...         368      477      645      979   \n",
       "Iowa                       ...         124      146      179      235   \n",
       "Kansas                     ...         100      134      172      206   \n",
       "Kentucky                   ...         162      197      247      301   \n",
       "Louisiana                  ...        1388     1795     2304     2744   \n",
       "Maine                      ...         118      142      155      168   \n",
       "Maryland                   ...         349      425      583      775   \n",
       "Massachusetts              ...        1159     1838     2417     3240   \n",
       "Michigan                   ...        1793     2296     2845     3634   \n",
       "Minnesota                  ...         261      286      344      396   \n",
       "Mississippi                ...         320      377      485      579   \n",
       "Missouri                   ...         257      354      520      666   \n",
       "Montana                    ...          51       65       90      109   \n",
       "Nebraska                   ...          66       71       74       82   \n",
       "Nevada                     ...         278      323      420      536   \n",
       "New Hampshire              ...         101      108      137      158   \n",
       "New Jersey                 ...        3675     4402     6876     8825   \n",
       "New Mexico                 ...         100      113      113      136   \n",
       "New York                   ...       25681    30841    37877    44876   \n",
       "North Carolina             ...         495      590      738      887   \n",
       "North Dakota               ...          36       45       51       68   \n",
       "Northern Mariana Islands   ...           0        0        0        0   \n",
       "Ohio                       ...         567      704      868     1137   \n",
       "Oklahoma                   ...         106      164      248      322   \n",
       "Oregon                     ...         210      266      316      416   \n",
       "Pennsylvania               ...         946     1260     1795     2345   \n",
       "Puerto Rico                ...          39       51       64       79   \n",
       "Rhode Island               ...         124      132      165      203   \n",
       "South Carolina             ...         342      424      424      542   \n",
       "South Dakota               ...          30       41       46       58   \n",
       "Tennessee                  ...         772      916     1097     1318   \n",
       "Texas                      ...         955     1229     1563     1937   \n",
       "Utah                       ...         298      340      396      472   \n",
       "Vermont                    ...          95      125      158      184   \n",
       "Virgin Islands             ...          17       17       17       19   \n",
       "Virginia                   ...         293      396      466      607   \n",
       "Washington                 ...        2328     2591     3207     3477   \n",
       "West Virginia              ...          22       39       52       76   \n",
       "Wisconsin                  ...         481      621      728      926   \n",
       "Wyoming                    ...          29       44       53       70   \n",
       "\n",
       "                          3/28/20  3/29/20  3/30/20  3/31/20  4/01/20  4/02/20  \n",
       "State                                                                           \n",
       "Alabama                       694      825      899      987     1060     1233  \n",
       "Alaska                         85      102      114      119      132      143  \n",
       "American Samoa                  0        0        0        0        0        0  \n",
       "Arizona                       773      919     1157     1289     1530     1715  \n",
       "Arkansas                      409      426      473      523      584      643  \n",
       "California                   5095     5852     7138     8210     9399    10773  \n",
       "Colorado                     1740     2307     2311     2966     2982     3342  \n",
       "Connecticut                  1524     1993     2571     3128     3557     3824  \n",
       "Delaware                      214      232      264      319      368      393  \n",
       "Diamond Princess               49       49       49       49       49       49  \n",
       "District of Columbia          304      342      401      495      586      653  \n",
       "Florida                      3763     4246     5473     6741     6956     9008  \n",
       "Georgia                      2366     2651     2808     3929     4638     5348  \n",
       "Grand Princess                103      103      103      103      103      103  \n",
       "Guam                           55       56       58       69       77       82  \n",
       "Hawaii                        149      149      175      204      224      256  \n",
       "Idaho                         234      281      340      515      566      776  \n",
       "Illinois                     3491     4596     5056     5994     6980     7695  \n",
       "Indiana                      1233     1513     1786     2158     2564     3038  \n",
       "Iowa                          298      336      424      497      547      614  \n",
       "Kansas                        266      330      372      434      485      553  \n",
       "Kentucky                      393      438      479      628      632      770  \n",
       "Louisiana                    3315     3540     4025     5237     6424     9159  \n",
       "Maine                         211      253      275      303      303      376  \n",
       "Maryland                      995     1239     1413     1660     1986     2331  \n",
       "Massachusetts                4257     4955     5752     6620     7738     8966  \n",
       "Michigan                     4650     5488     6498     7615     9315    10791  \n",
       "Minnesota                     441      503      576      629      689      742  \n",
       "Mississippi                   663      759      847      937     1073     1177  \n",
       "Missouri                      836      915     1051     1357     1613     1857  \n",
       "Montana                       129      154      171      198      208      241  \n",
       "Nebraska                       96      108      145      172      210      246  \n",
       "Nevada                        626      920     1012     1114     1279     1463  \n",
       "New Hampshire                 187      214      314      357      367      316  \n",
       "New Jersey                  11124    13386    16636    18696    22255    25590  \n",
       "New Mexico                    208      237      237      315      340      388  \n",
       "New York                    52410    59648    66663    75833    83948    92506  \n",
       "North Carolina               1020     1191     1313     1535     1675     1977  \n",
       "North Dakota                   94       98      109      122      142      159  \n",
       "Northern Mariana Islands        0        0        0        2        6        6  \n",
       "Ohio                         1406     1653     1933     2199     2547     2901  \n",
       "Oklahoma                      377      429      481      568      721      881  \n",
       "Oregon                        479      548      606      690      736      826  \n",
       "Pennsylvania                 2845     3432     4155     4963     6009     7268  \n",
       "Puerto Rico                   100      127      174      239      286      316  \n",
       "Rhode Island                  239      294      408      488      566      657  \n",
       "South Carolina                660      774      925     1083     1293     1554  \n",
       "South Dakota                   68       90      101      108      129      165  \n",
       "Tennessee                    1511     1720     1917     2391     2933     2845  \n",
       "Texas                        2455     2792     3147     3809     4355     5069  \n",
       "Utah                          602      720      804      888      888     1092  \n",
       "Vermont                       211      235      256      293      321      338  \n",
       "Virgin Islands                 22        0        0       30       30       30  \n",
       "Virginia                      740      890     1020     1249     1483     1706  \n",
       "Washington                   4030     4465     4923     5432     5608     6389  \n",
       "West Virginia                  96      113      145      162      191      216  \n",
       "Wisconsin                    1055     1164     1230     1412     1556     1748  \n",
       "Wyoming                        82       86       94      109      130      150  \n",
       "\n",
       "[58 rows x 72 columns]"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_cases = pd.read_csv(cases_datafile, encoding='utf-8', index_col='State')\n",
    "df_cases"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Insert Empty Column into df_cases_cases for new date"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>1/22/20</th>\n",
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       "      <th>4/01/20</th>\n",
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       "      <th></th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Alabama</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>381</td>\n",
       "      <td>517</td>\n",
       "      <td>587</td>\n",
       "      <td>694</td>\n",
       "      <td>825</td>\n",
       "      <td>899</td>\n",
       "      <td>987</td>\n",
       "      <td>1060</td>\n",
       "      <td>1233</td>\n",
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       "      <th>Alaska</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>41</td>\n",
       "      <td>56</td>\n",
       "      <td>58</td>\n",
       "      <td>85</td>\n",
       "      <td>102</td>\n",
       "      <td>114</td>\n",
       "      <td>119</td>\n",
       "      <td>132</td>\n",
       "      <td>143</td>\n",
       "      <td>0</td>\n",
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       "      <th>American Samoa</th>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <th>Arizona</th>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
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       "      <td>773</td>\n",
       "      <td>919</td>\n",
       "      <td>1157</td>\n",
       "      <td>1289</td>\n",
       "      <td>1530</td>\n",
       "      <td>1715</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Arkansas</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>280</td>\n",
       "      <td>335</td>\n",
       "      <td>381</td>\n",
       "      <td>409</td>\n",
       "      <td>426</td>\n",
       "      <td>473</td>\n",
       "      <td>523</td>\n",
       "      <td>584</td>\n",
       "      <td>643</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>California</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>2998</td>\n",
       "      <td>3899</td>\n",
       "      <td>4657</td>\n",
       "      <td>5095</td>\n",
       "      <td>5852</td>\n",
       "      <td>7138</td>\n",
       "      <td>8210</td>\n",
       "      <td>9399</td>\n",
       "      <td>10773</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Colorado</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1021</td>\n",
       "      <td>1430</td>\n",
       "      <td>1433</td>\n",
       "      <td>1740</td>\n",
       "      <td>2307</td>\n",
       "      <td>2311</td>\n",
       "      <td>2966</td>\n",
       "      <td>2982</td>\n",
       "      <td>3342</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Connecticut</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>875</td>\n",
       "      <td>1012</td>\n",
       "      <td>1291</td>\n",
       "      <td>1524</td>\n",
       "      <td>1993</td>\n",
       "      <td>2571</td>\n",
       "      <td>3128</td>\n",
       "      <td>3557</td>\n",
       "      <td>3824</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Delaware</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>119</td>\n",
       "      <td>130</td>\n",
       "      <td>163</td>\n",
       "      <td>214</td>\n",
       "      <td>232</td>\n",
       "      <td>264</td>\n",
       "      <td>319</td>\n",
       "      <td>368</td>\n",
       "      <td>393</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Diamond Princess</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>District of Columbia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>187</td>\n",
       "      <td>231</td>\n",
       "      <td>271</td>\n",
       "      <td>304</td>\n",
       "      <td>342</td>\n",
       "      <td>401</td>\n",
       "      <td>495</td>\n",
       "      <td>586</td>\n",
       "      <td>653</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Florida</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1682</td>\n",
       "      <td>2357</td>\n",
       "      <td>2900</td>\n",
       "      <td>3763</td>\n",
       "      <td>4246</td>\n",
       "      <td>5473</td>\n",
       "      <td>6741</td>\n",
       "      <td>6956</td>\n",
       "      <td>9008</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Georgia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1247</td>\n",
       "      <td>1525</td>\n",
       "      <td>2000</td>\n",
       "      <td>2366</td>\n",
       "      <td>2651</td>\n",
       "      <td>2808</td>\n",
       "      <td>3929</td>\n",
       "      <td>4638</td>\n",
       "      <td>5348</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Grand Princess</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>28</td>\n",
       "      <td>28</td>\n",
       "      <td>28</td>\n",
       "      <td>103</td>\n",
       "      <td>103</td>\n",
       "      <td>103</td>\n",
       "      <td>103</td>\n",
       "      <td>103</td>\n",
       "      <td>103</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Guam</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>37</td>\n",
       "      <td>45</td>\n",
       "      <td>51</td>\n",
       "      <td>55</td>\n",
       "      <td>56</td>\n",
       "      <td>58</td>\n",
       "      <td>69</td>\n",
       "      <td>77</td>\n",
       "      <td>82</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Hawaii</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>91</td>\n",
       "      <td>95</td>\n",
       "      <td>106</td>\n",
       "      <td>149</td>\n",
       "      <td>149</td>\n",
       "      <td>175</td>\n",
       "      <td>204</td>\n",
       "      <td>224</td>\n",
       "      <td>256</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Idaho</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>91</td>\n",
       "      <td>146</td>\n",
       "      <td>205</td>\n",
       "      <td>234</td>\n",
       "      <td>281</td>\n",
       "      <td>340</td>\n",
       "      <td>515</td>\n",
       "      <td>566</td>\n",
       "      <td>776</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Illinois</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>1865</td>\n",
       "      <td>2538</td>\n",
       "      <td>3024</td>\n",
       "      <td>3491</td>\n",
       "      <td>4596</td>\n",
       "      <td>5056</td>\n",
       "      <td>5994</td>\n",
       "      <td>6980</td>\n",
       "      <td>7695</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Indiana</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>477</td>\n",
       "      <td>645</td>\n",
       "      <td>979</td>\n",
       "      <td>1233</td>\n",
       "      <td>1513</td>\n",
       "      <td>1786</td>\n",
       "      <td>2158</td>\n",
       "      <td>2564</td>\n",
       "      <td>3038</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Iowa</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>146</td>\n",
       "      <td>179</td>\n",
       "      <td>235</td>\n",
       "      <td>298</td>\n",
       "      <td>336</td>\n",
       "      <td>424</td>\n",
       "      <td>497</td>\n",
       "      <td>547</td>\n",
       "      <td>614</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kansas</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>134</td>\n",
       "      <td>172</td>\n",
       "      <td>206</td>\n",
       "      <td>266</td>\n",
       "      <td>330</td>\n",
       "      <td>372</td>\n",
       "      <td>434</td>\n",
       "      <td>485</td>\n",
       "      <td>553</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kentucky</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>197</td>\n",
       "      <td>247</td>\n",
       "      <td>301</td>\n",
       "      <td>393</td>\n",
       "      <td>438</td>\n",
       "      <td>479</td>\n",
       "      <td>628</td>\n",
       "      <td>632</td>\n",
       "      <td>770</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Louisiana</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1795</td>\n",
       "      <td>2304</td>\n",
       "      <td>2744</td>\n",
       "      <td>3315</td>\n",
       "      <td>3540</td>\n",
       "      <td>4025</td>\n",
       "      <td>5237</td>\n",
       "      <td>6424</td>\n",
       "      <td>9159</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Maine</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>142</td>\n",
       "      <td>155</td>\n",
       "      <td>168</td>\n",
       "      <td>211</td>\n",
       "      <td>253</td>\n",
       "      <td>275</td>\n",
       "      <td>303</td>\n",
       "      <td>303</td>\n",
       "      <td>376</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Maryland</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>425</td>\n",
       "      <td>583</td>\n",
       "      <td>775</td>\n",
       "      <td>995</td>\n",
       "      <td>1239</td>\n",
       "      <td>1413</td>\n",
       "      <td>1660</td>\n",
       "      <td>1986</td>\n",
       "      <td>2331</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Massachusetts</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1838</td>\n",
       "      <td>2417</td>\n",
       "      <td>3240</td>\n",
       "      <td>4257</td>\n",
       "      <td>4955</td>\n",
       "      <td>5752</td>\n",
       "      <td>6620</td>\n",
       "      <td>7738</td>\n",
       "      <td>8966</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Michigan</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2296</td>\n",
       "      <td>2845</td>\n",
       "      <td>3634</td>\n",
       "      <td>4650</td>\n",
       "      <td>5488</td>\n",
       "      <td>6498</td>\n",
       "      <td>7615</td>\n",
       "      <td>9315</td>\n",
       "      <td>10791</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Minnesota</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>286</td>\n",
       "      <td>344</td>\n",
       "      <td>396</td>\n",
       "      <td>441</td>\n",
       "      <td>503</td>\n",
       "      <td>576</td>\n",
       "      <td>629</td>\n",
       "      <td>689</td>\n",
       "      <td>742</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mississippi</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>377</td>\n",
       "      <td>485</td>\n",
       "      <td>579</td>\n",
       "      <td>663</td>\n",
       "      <td>759</td>\n",
       "      <td>847</td>\n",
       "      <td>937</td>\n",
       "      <td>1073</td>\n",
       "      <td>1177</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Missouri</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>354</td>\n",
       "      <td>520</td>\n",
       "      <td>666</td>\n",
       "      <td>836</td>\n",
       "      <td>915</td>\n",
       "      <td>1051</td>\n",
       "      <td>1357</td>\n",
       "      <td>1613</td>\n",
       "      <td>1857</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Montana</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>65</td>\n",
       "      <td>90</td>\n",
       "      <td>109</td>\n",
       "      <td>129</td>\n",
       "      <td>154</td>\n",
       "      <td>171</td>\n",
       "      <td>198</td>\n",
       "      <td>208</td>\n",
       "      <td>241</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nebraska</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>71</td>\n",
       "      <td>74</td>\n",
       "      <td>82</td>\n",
       "      <td>96</td>\n",
       "      <td>108</td>\n",
       "      <td>145</td>\n",
       "      <td>172</td>\n",
       "      <td>210</td>\n",
       "      <td>246</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nevada</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>323</td>\n",
       "      <td>420</td>\n",
       "      <td>536</td>\n",
       "      <td>626</td>\n",
       "      <td>920</td>\n",
       "      <td>1012</td>\n",
       "      <td>1114</td>\n",
       "      <td>1279</td>\n",
       "      <td>1463</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Hampshire</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>108</td>\n",
       "      <td>137</td>\n",
       "      <td>158</td>\n",
       "      <td>187</td>\n",
       "      <td>214</td>\n",
       "      <td>314</td>\n",
       "      <td>357</td>\n",
       "      <td>367</td>\n",
       "      <td>316</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Jersey</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>4402</td>\n",
       "      <td>6876</td>\n",
       "      <td>8825</td>\n",
       "      <td>11124</td>\n",
       "      <td>13386</td>\n",
       "      <td>16636</td>\n",
       "      <td>18696</td>\n",
       "      <td>22255</td>\n",
       "      <td>25590</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Mexico</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>113</td>\n",
       "      <td>113</td>\n",
       "      <td>136</td>\n",
       "      <td>208</td>\n",
       "      <td>237</td>\n",
       "      <td>237</td>\n",
       "      <td>315</td>\n",
       "      <td>340</td>\n",
       "      <td>388</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New York</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>30841</td>\n",
       "      <td>37877</td>\n",
       "      <td>44876</td>\n",
       "      <td>52410</td>\n",
       "      <td>59648</td>\n",
       "      <td>66663</td>\n",
       "      <td>75833</td>\n",
       "      <td>83948</td>\n",
       "      <td>92506</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>North Carolina</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>590</td>\n",
       "      <td>738</td>\n",
       "      <td>887</td>\n",
       "      <td>1020</td>\n",
       "      <td>1191</td>\n",
       "      <td>1313</td>\n",
       "      <td>1535</td>\n",
       "      <td>1675</td>\n",
       "      <td>1977</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>North Dakota</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>45</td>\n",
       "      <td>51</td>\n",
       "      <td>68</td>\n",
       "      <td>94</td>\n",
       "      <td>98</td>\n",
       "      <td>109</td>\n",
       "      <td>122</td>\n",
       "      <td>142</td>\n",
       "      <td>159</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Northern Mariana Islands</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ohio</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>704</td>\n",
       "      <td>868</td>\n",
       "      <td>1137</td>\n",
       "      <td>1406</td>\n",
       "      <td>1653</td>\n",
       "      <td>1933</td>\n",
       "      <td>2199</td>\n",
       "      <td>2547</td>\n",
       "      <td>2901</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Oklahoma</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>164</td>\n",
       "      <td>248</td>\n",
       "      <td>322</td>\n",
       "      <td>377</td>\n",
       "      <td>429</td>\n",
       "      <td>481</td>\n",
       "      <td>568</td>\n",
       "      <td>721</td>\n",
       "      <td>881</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Oregon</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>266</td>\n",
       "      <td>316</td>\n",
       "      <td>416</td>\n",
       "      <td>479</td>\n",
       "      <td>548</td>\n",
       "      <td>606</td>\n",
       "      <td>690</td>\n",
       "      <td>736</td>\n",
       "      <td>826</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Pennsylvania</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1260</td>\n",
       "      <td>1795</td>\n",
       "      <td>2345</td>\n",
       "      <td>2845</td>\n",
       "      <td>3432</td>\n",
       "      <td>4155</td>\n",
       "      <td>4963</td>\n",
       "      <td>6009</td>\n",
       "      <td>7268</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Puerto Rico</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>51</td>\n",
       "      <td>64</td>\n",
       "      <td>79</td>\n",
       "      <td>100</td>\n",
       "      <td>127</td>\n",
       "      <td>174</td>\n",
       "      <td>239</td>\n",
       "      <td>286</td>\n",
       "      <td>316</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Rhode Island</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>132</td>\n",
       "      <td>165</td>\n",
       "      <td>203</td>\n",
       "      <td>239</td>\n",
       "      <td>294</td>\n",
       "      <td>408</td>\n",
       "      <td>488</td>\n",
       "      <td>566</td>\n",
       "      <td>657</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>South Carolina</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>424</td>\n",
       "      <td>424</td>\n",
       "      <td>542</td>\n",
       "      <td>660</td>\n",
       "      <td>774</td>\n",
       "      <td>925</td>\n",
       "      <td>1083</td>\n",
       "      <td>1293</td>\n",
       "      <td>1554</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>South Dakota</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>41</td>\n",
       "      <td>46</td>\n",
       "      <td>58</td>\n",
       "      <td>68</td>\n",
       "      <td>90</td>\n",
       "      <td>101</td>\n",
       "      <td>108</td>\n",
       "      <td>129</td>\n",
       "      <td>165</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tennessee</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>916</td>\n",
       "      <td>1097</td>\n",
       "      <td>1318</td>\n",
       "      <td>1511</td>\n",
       "      <td>1720</td>\n",
       "      <td>1917</td>\n",
       "      <td>2391</td>\n",
       "      <td>2933</td>\n",
       "      <td>2845</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Texas</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1229</td>\n",
       "      <td>1563</td>\n",
       "      <td>1937</td>\n",
       "      <td>2455</td>\n",
       "      <td>2792</td>\n",
       "      <td>3147</td>\n",
       "      <td>3809</td>\n",
       "      <td>4355</td>\n",
       "      <td>5069</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Utah</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>340</td>\n",
       "      <td>396</td>\n",
       "      <td>472</td>\n",
       "      <td>602</td>\n",
       "      <td>720</td>\n",
       "      <td>804</td>\n",
       "      <td>888</td>\n",
       "      <td>888</td>\n",
       "      <td>1092</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Vermont</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>125</td>\n",
       "      <td>158</td>\n",
       "      <td>184</td>\n",
       "      <td>211</td>\n",
       "      <td>235</td>\n",
       "      <td>256</td>\n",
       "      <td>293</td>\n",
       "      <td>321</td>\n",
       "      <td>338</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Virgin Islands</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>19</td>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Virginia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>396</td>\n",
       "      <td>466</td>\n",
       "      <td>607</td>\n",
       "      <td>740</td>\n",
       "      <td>890</td>\n",
       "      <td>1020</td>\n",
       "      <td>1249</td>\n",
       "      <td>1483</td>\n",
       "      <td>1706</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Washington</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>2591</td>\n",
       "      <td>3207</td>\n",
       "      <td>3477</td>\n",
       "      <td>4030</td>\n",
       "      <td>4465</td>\n",
       "      <td>4923</td>\n",
       "      <td>5432</td>\n",
       "      <td>5608</td>\n",
       "      <td>6389</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>West Virginia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>39</td>\n",
       "      <td>52</td>\n",
       "      <td>76</td>\n",
       "      <td>96</td>\n",
       "      <td>113</td>\n",
       "      <td>145</td>\n",
       "      <td>162</td>\n",
       "      <td>191</td>\n",
       "      <td>216</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wisconsin</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>621</td>\n",
       "      <td>728</td>\n",
       "      <td>926</td>\n",
       "      <td>1055</td>\n",
       "      <td>1164</td>\n",
       "      <td>1230</td>\n",
       "      <td>1412</td>\n",
       "      <td>1556</td>\n",
       "      <td>1748</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wyoming</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>44</td>\n",
       "      <td>53</td>\n",
       "      <td>70</td>\n",
       "      <td>82</td>\n",
       "      <td>86</td>\n",
       "      <td>94</td>\n",
       "      <td>109</td>\n",
       "      <td>130</td>\n",
       "      <td>150</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>58 rows × 73 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                          1/22/20  1/23/20  1/24/20  1/25/20  1/26/20  \\\n",
       "State                                                                   \n",
       "Alabama                         0        0        0        0        0   \n",
       "Alaska                          0        0        0        0        0   \n",
       "American Samoa                  0        0        0        0        0   \n",
       "Arizona                         0        0        0        0        1   \n",
       "Arkansas                        0        0        0        0        0   \n",
       "California                      0        0        0        0        2   \n",
       "Colorado                        0        0        0        0        0   \n",
       "Connecticut                     0        0        0        0        0   \n",
       "Delaware                        0        0        0        0        0   \n",
       "Diamond Princess                0        0        0        0        0   \n",
       "District of Columbia            0        0        0        0        0   \n",
       "Florida                         0        0        0        0        0   \n",
       "Georgia                         0        0        0        0        0   \n",
       "Grand Princess                  0        0        0        0        0   \n",
       "Guam                            0        0        0        0        0   \n",
       "Hawaii                          0        0        0        0        0   \n",
       "Idaho                           0        0        0        0        0   \n",
       "Illinois                        0        0        1        1        1   \n",
       "Indiana                         0        0        0        0        0   \n",
       "Iowa                            0        0        0        0        0   \n",
       "Kansas                          0        0        0        0        0   \n",
       "Kentucky                        0        0        0        0        0   \n",
       "Louisiana                       0        0        0        0        0   \n",
       "Maine                           0        0        0        0        0   \n",
       "Maryland                        0        0        0        0        0   \n",
       "Massachusetts                   0        0        0        0        0   \n",
       "Michigan                        0        0        0        0        0   \n",
       "Minnesota                       0        0        0        0        0   \n",
       "Mississippi                     0        0        0        0        0   \n",
       "Missouri                        0        0        0        0        0   \n",
       "Montana                         0        0        0        0        0   \n",
       "Nebraska                        0        0        0        0        0   \n",
       "Nevada                          0        0        0        0        0   \n",
       "New Hampshire                   0        0        0        0        0   \n",
       "New Jersey                      0        0        0        0        0   \n",
       "New Mexico                      0        0        0        0        0   \n",
       "New York                        0        0        0        0        0   \n",
       "North Carolina                  0        0        0        0        0   \n",
       "North Dakota                    0        0        0        0        0   \n",
       "Northern Mariana Islands        0        0        0        0        0   \n",
       "Ohio                            0        0        0        0        0   \n",
       "Oklahoma                        0        0        0        0        0   \n",
       "Oregon                          0        0        0        0        0   \n",
       "Pennsylvania                    0        0        0        0        0   \n",
       "Puerto Rico                     0        0        0        0        0   \n",
       "Rhode Island                    0        0        0        0        0   \n",
       "South Carolina                  0        0        0        0        0   \n",
       "South Dakota                    0        0        0        0        0   \n",
       "Tennessee                       0        0        0        0        0   \n",
       "Texas                           0        0        0        0        0   \n",
       "Utah                            0        0        0        0        0   \n",
       "Vermont                         0        0        0        0        0   \n",
       "Virgin Islands                  0        0        0        0        0   \n",
       "Virginia                        0        0        0        0        0   \n",
       "Washington                      1        1        1        1        1   \n",
       "West Virginia                   0        0        0        0        0   \n",
       "Wisconsin                       0        0        0        0        0   \n",
       "Wyoming                         0        0        0        0        0   \n",
       "\n",
       "                          1/27/20  1/28/20  1/29/20  1/30/20  1/31/20  \\\n",
       "State                                                                   \n",
       "Alabama                         0        0        0        0        0   \n",
       "Alaska                          0        0        0        0        0   \n",
       "American Samoa                  0        0        0        0        0   \n",
       "Arizona                         1        1        1        1        1   \n",
       "Arkansas                        0        0        0        0        0   \n",
       "California                      2        2        2        2        3   \n",
       "Colorado                        0        0        0        0        0   \n",
       "Connecticut                     0        0        0        0        0   \n",
       "Delaware                        0        0        0        0        0   \n",
       "Diamond Princess                0        0        0        0        0   \n",
       "District of Columbia            0        0        0        0        0   \n",
       "Florida                         0        0        0        0        0   \n",
       "Georgia                         0        0        0        0        0   \n",
       "Grand Princess                  0        0        0        0        0   \n",
       "Guam                            0        0        0        0        0   \n",
       "Hawaii                          0        0        0        0        0   \n",
       "Idaho                           0        0        0        0        0   \n",
       "Illinois                        1        1        1        1        2   \n",
       "Indiana                         0        0        0        0        0   \n",
       "Iowa                            0        0        0        0        0   \n",
       "Kansas                          0        0        0        0        0   \n",
       "Kentucky                        0        0        0        0        0   \n",
       "Louisiana                       0        0        0        0        0   \n",
       "Maine                           0        0        0        0        0   \n",
       "Maryland                        0        0        0        0        0   \n",
       "Massachusetts                   0        0        0        0        0   \n",
       "Michigan                        0        0        0        0        0   \n",
       "Minnesota                       0        0        0        0        0   \n",
       "Mississippi                     0        0        0        0        0   \n",
       "Missouri                        0        0        0        0        0   \n",
       "Montana                         0        0        0        0        0   \n",
       "Nebraska                        0        0        0        0        0   \n",
       "Nevada                          0        0        0        0        0   \n",
       "New Hampshire                   0        0        0        0        0   \n",
       "New Jersey                      0        0        0        0        0   \n",
       "New Mexico                      0        0        0        0        0   \n",
       "New York                        0        0        0        0        0   \n",
       "North Carolina                  0        0        0        0        0   \n",
       "North Dakota                    0        0        0        0        0   \n",
       "Northern Mariana Islands        0        0        0        0        0   \n",
       "Ohio                            0        0        0        0        0   \n",
       "Oklahoma                        0        0        0        0        0   \n",
       "Oregon                          0        0        0        0        0   \n",
       "Pennsylvania                    0        0        0        0        0   \n",
       "Puerto Rico                     0        0        0        0        0   \n",
       "Rhode Island                    0        0        0        0        0   \n",
       "South Carolina                  0        0        0        0        0   \n",
       "South Dakota                    0        0        0        0        0   \n",
       "Tennessee                       0        0        0        0        0   \n",
       "Texas                           0        0        0        0        0   \n",
       "Utah                            0        0        0        0        0   \n",
       "Vermont                         0        0        0        0        0   \n",
       "Virgin Islands                  0        0        0        0        0   \n",
       "Virginia                        0        0        0        0        0   \n",
       "Washington                      1        1        1        1        1   \n",
       "West Virginia                   0        0        0        0        0   \n",
       "Wisconsin                       0        0        0        0        0   \n",
       "Wyoming                         0        0        0        0        0   \n",
       "\n",
       "                           ...     3/25/20  3/26/20  3/27/20  3/28/20  \\\n",
       "State                      ...                                          \n",
       "Alabama                    ...         381      517      587      694   \n",
       "Alaska                     ...          41       56       58       85   \n",
       "American Samoa             ...           0        0        0        0   \n",
       "Arizona                    ...         401      508      665      773   \n",
       "Arkansas                   ...         280      335      381      409   \n",
       "California                 ...        2998     3899     4657     5095   \n",
       "Colorado                   ...        1021     1430     1433     1740   \n",
       "Connecticut                ...         875     1012     1291     1524   \n",
       "Delaware                   ...         119      130      163      214   \n",
       "Diamond Princess           ...          49       49       49       49   \n",
       "District of Columbia       ...         187      231      271      304   \n",
       "Florida                    ...        1682     2357     2900     3763   \n",
       "Georgia                    ...        1247     1525     2000     2366   \n",
       "Grand Princess             ...          28       28       28      103   \n",
       "Guam                       ...          37       45       51       55   \n",
       "Hawaii                     ...          91       95      106      149   \n",
       "Idaho                      ...          91      146      205      234   \n",
       "Illinois                   ...        1865     2538     3024     3491   \n",
       "Indiana                    ...         477      645      979     1233   \n",
       "Iowa                       ...         146      179      235      298   \n",
       "Kansas                     ...         134      172      206      266   \n",
       "Kentucky                   ...         197      247      301      393   \n",
       "Louisiana                  ...        1795     2304     2744     3315   \n",
       "Maine                      ...         142      155      168      211   \n",
       "Maryland                   ...         425      583      775      995   \n",
       "Massachusetts              ...        1838     2417     3240     4257   \n",
       "Michigan                   ...        2296     2845     3634     4650   \n",
       "Minnesota                  ...         286      344      396      441   \n",
       "Mississippi                ...         377      485      579      663   \n",
       "Missouri                   ...         354      520      666      836   \n",
       "Montana                    ...          65       90      109      129   \n",
       "Nebraska                   ...          71       74       82       96   \n",
       "Nevada                     ...         323      420      536      626   \n",
       "New Hampshire              ...         108      137      158      187   \n",
       "New Jersey                 ...        4402     6876     8825    11124   \n",
       "New Mexico                 ...         113      113      136      208   \n",
       "New York                   ...       30841    37877    44876    52410   \n",
       "North Carolina             ...         590      738      887     1020   \n",
       "North Dakota               ...          45       51       68       94   \n",
       "Northern Mariana Islands   ...           0        0        0        0   \n",
       "Ohio                       ...         704      868     1137     1406   \n",
       "Oklahoma                   ...         164      248      322      377   \n",
       "Oregon                     ...         266      316      416      479   \n",
       "Pennsylvania               ...        1260     1795     2345     2845   \n",
       "Puerto Rico                ...          51       64       79      100   \n",
       "Rhode Island               ...         132      165      203      239   \n",
       "South Carolina             ...         424      424      542      660   \n",
       "South Dakota               ...          41       46       58       68   \n",
       "Tennessee                  ...         916     1097     1318     1511   \n",
       "Texas                      ...        1229     1563     1937     2455   \n",
       "Utah                       ...         340      396      472      602   \n",
       "Vermont                    ...         125      158      184      211   \n",
       "Virgin Islands             ...          17       17       19       22   \n",
       "Virginia                   ...         396      466      607      740   \n",
       "Washington                 ...        2591     3207     3477     4030   \n",
       "West Virginia              ...          39       52       76       96   \n",
       "Wisconsin                  ...         621      728      926     1055   \n",
       "Wyoming                    ...          44       53       70       82   \n",
       "\n",
       "                          3/29/20  3/30/20  3/31/20  4/01/20  4/02/20  4/03/20  \n",
       "State                                                                           \n",
       "Alabama                       825      899      987     1060     1233        0  \n",
       "Alaska                        102      114      119      132      143        0  \n",
       "American Samoa                  0        0        0        0        0        0  \n",
       "Arizona                       919     1157     1289     1530     1715        0  \n",
       "Arkansas                      426      473      523      584      643        0  \n",
       "California                   5852     7138     8210     9399    10773        0  \n",
       "Colorado                     2307     2311     2966     2982     3342        0  \n",
       "Connecticut                  1993     2571     3128     3557     3824        0  \n",
       "Delaware                      232      264      319      368      393        0  \n",
       "Diamond Princess               49       49       49       49       49        0  \n",
       "District of Columbia          342      401      495      586      653        0  \n",
       "Florida                      4246     5473     6741     6956     9008        0  \n",
       "Georgia                      2651     2808     3929     4638     5348        0  \n",
       "Grand Princess                103      103      103      103      103        0  \n",
       "Guam                           56       58       69       77       82        0  \n",
       "Hawaii                        149      175      204      224      256        0  \n",
       "Idaho                         281      340      515      566      776        0  \n",
       "Illinois                     4596     5056     5994     6980     7695        0  \n",
       "Indiana                      1513     1786     2158     2564     3038        0  \n",
       "Iowa                          336      424      497      547      614        0  \n",
       "Kansas                        330      372      434      485      553        0  \n",
       "Kentucky                      438      479      628      632      770        0  \n",
       "Louisiana                    3540     4025     5237     6424     9159        0  \n",
       "Maine                         253      275      303      303      376        0  \n",
       "Maryland                     1239     1413     1660     1986     2331        0  \n",
       "Massachusetts                4955     5752     6620     7738     8966        0  \n",
       "Michigan                     5488     6498     7615     9315    10791        0  \n",
       "Minnesota                     503      576      629      689      742        0  \n",
       "Mississippi                   759      847      937     1073     1177        0  \n",
       "Missouri                      915     1051     1357     1613     1857        0  \n",
       "Montana                       154      171      198      208      241        0  \n",
       "Nebraska                      108      145      172      210      246        0  \n",
       "Nevada                        920     1012     1114     1279     1463        0  \n",
       "New Hampshire                 214      314      357      367      316        0  \n",
       "New Jersey                  13386    16636    18696    22255    25590        0  \n",
       "New Mexico                    237      237      315      340      388        0  \n",
       "New York                    59648    66663    75833    83948    92506        0  \n",
       "North Carolina               1191     1313     1535     1675     1977        0  \n",
       "North Dakota                   98      109      122      142      159        0  \n",
       "Northern Mariana Islands        0        0        2        6        6        0  \n",
       "Ohio                         1653     1933     2199     2547     2901        0  \n",
       "Oklahoma                      429      481      568      721      881        0  \n",
       "Oregon                        548      606      690      736      826        0  \n",
       "Pennsylvania                 3432     4155     4963     6009     7268        0  \n",
       "Puerto Rico                   127      174      239      286      316        0  \n",
       "Rhode Island                  294      408      488      566      657        0  \n",
       "South Carolina                774      925     1083     1293     1554        0  \n",
       "South Dakota                   90      101      108      129      165        0  \n",
       "Tennessee                    1720     1917     2391     2933     2845        0  \n",
       "Texas                        2792     3147     3809     4355     5069        0  \n",
       "Utah                          720      804      888      888     1092        0  \n",
       "Vermont                       235      256      293      321      338        0  \n",
       "Virgin Islands                  0        0       30       30       30        0  \n",
       "Virginia                      890     1020     1249     1483     1706        0  \n",
       "Washington                   4465     4923     5432     5608     6389        0  \n",
       "West Virginia                 113      145      162      191      216        0  \n",
       "Wisconsin                    1164     1230     1412     1556     1748        0  \n",
       "Wyoming                        86       94      109      130      150        0  \n",
       "\n",
       "[58 rows x 73 columns]"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dft = pd.DataFrame({ daily_date :  np.array([0] * df_cases.shape[0], dtype='int32'), })\n",
    "df_cases.insert(df_cases.shape[1], daily_date, dft.values)\n",
    "df_cases"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Insert daily cases totals in to df_cases"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>1/22/20</th>\n",
       "      <th>1/23/20</th>\n",
       "      <th>1/24/20</th>\n",
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       "      <th>3/30/20</th>\n",
       "      <th>3/31/20</th>\n",
       "      <th>4/01/20</th>\n",
       "      <th>4/02/20</th>\n",
       "      <th>4/03/20</th>\n",
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       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Alabama</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>381</td>\n",
       "      <td>517</td>\n",
       "      <td>587</td>\n",
       "      <td>694</td>\n",
       "      <td>825</td>\n",
       "      <td>899</td>\n",
       "      <td>987</td>\n",
       "      <td>1060</td>\n",
       "      <td>1233</td>\n",
       "      <td>1495</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Alaska</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>41</td>\n",
       "      <td>56</td>\n",
       "      <td>58</td>\n",
       "      <td>85</td>\n",
       "      <td>102</td>\n",
       "      <td>114</td>\n",
       "      <td>119</td>\n",
       "      <td>132</td>\n",
       "      <td>143</td>\n",
       "      <td>157</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>American Samoa</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Arizona</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>401</td>\n",
       "      <td>508</td>\n",
       "      <td>665</td>\n",
       "      <td>773</td>\n",
       "      <td>919</td>\n",
       "      <td>1157</td>\n",
       "      <td>1289</td>\n",
       "      <td>1530</td>\n",
       "      <td>1715</td>\n",
       "      <td>1937</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Arkansas</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>280</td>\n",
       "      <td>335</td>\n",
       "      <td>381</td>\n",
       "      <td>409</td>\n",
       "      <td>426</td>\n",
       "      <td>473</td>\n",
       "      <td>523</td>\n",
       "      <td>584</td>\n",
       "      <td>643</td>\n",
       "      <td>704</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>California</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>2998</td>\n",
       "      <td>3899</td>\n",
       "      <td>4657</td>\n",
       "      <td>5095</td>\n",
       "      <td>5852</td>\n",
       "      <td>7138</td>\n",
       "      <td>8210</td>\n",
       "      <td>9399</td>\n",
       "      <td>10773</td>\n",
       "      <td>12004</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Colorado</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1021</td>\n",
       "      <td>1430</td>\n",
       "      <td>1433</td>\n",
       "      <td>1740</td>\n",
       "      <td>2307</td>\n",
       "      <td>2311</td>\n",
       "      <td>2966</td>\n",
       "      <td>2982</td>\n",
       "      <td>3342</td>\n",
       "      <td>3742</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Connecticut</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>875</td>\n",
       "      <td>1012</td>\n",
       "      <td>1291</td>\n",
       "      <td>1524</td>\n",
       "      <td>1993</td>\n",
       "      <td>2571</td>\n",
       "      <td>3128</td>\n",
       "      <td>3557</td>\n",
       "      <td>3824</td>\n",
       "      <td>4914</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Delaware</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>119</td>\n",
       "      <td>130</td>\n",
       "      <td>163</td>\n",
       "      <td>214</td>\n",
       "      <td>232</td>\n",
       "      <td>264</td>\n",
       "      <td>319</td>\n",
       "      <td>368</td>\n",
       "      <td>393</td>\n",
       "      <td>450</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Diamond Princess</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>District of Columbia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>187</td>\n",
       "      <td>231</td>\n",
       "      <td>271</td>\n",
       "      <td>304</td>\n",
       "      <td>342</td>\n",
       "      <td>401</td>\n",
       "      <td>495</td>\n",
       "      <td>586</td>\n",
       "      <td>653</td>\n",
       "      <td>757</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Florida</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1682</td>\n",
       "      <td>2357</td>\n",
       "      <td>2900</td>\n",
       "      <td>3763</td>\n",
       "      <td>4246</td>\n",
       "      <td>5473</td>\n",
       "      <td>6741</td>\n",
       "      <td>6956</td>\n",
       "      <td>9008</td>\n",
       "      <td>10268</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Georgia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1247</td>\n",
       "      <td>1525</td>\n",
       "      <td>2000</td>\n",
       "      <td>2366</td>\n",
       "      <td>2651</td>\n",
       "      <td>2808</td>\n",
       "      <td>3929</td>\n",
       "      <td>4638</td>\n",
       "      <td>5348</td>\n",
       "      <td>5831</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Grand Princess</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>28</td>\n",
       "      <td>28</td>\n",
       "      <td>28</td>\n",
       "      <td>103</td>\n",
       "      <td>103</td>\n",
       "      <td>103</td>\n",
       "      <td>103</td>\n",
       "      <td>103</td>\n",
       "      <td>103</td>\n",
       "      <td>103</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Guam</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>37</td>\n",
       "      <td>45</td>\n",
       "      <td>51</td>\n",
       "      <td>55</td>\n",
       "      <td>56</td>\n",
       "      <td>58</td>\n",
       "      <td>69</td>\n",
       "      <td>77</td>\n",
       "      <td>82</td>\n",
       "      <td>84</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Hawaii</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>91</td>\n",
       "      <td>95</td>\n",
       "      <td>106</td>\n",
       "      <td>149</td>\n",
       "      <td>149</td>\n",
       "      <td>175</td>\n",
       "      <td>204</td>\n",
       "      <td>224</td>\n",
       "      <td>256</td>\n",
       "      <td>319</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Idaho</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>91</td>\n",
       "      <td>146</td>\n",
       "      <td>205</td>\n",
       "      <td>234</td>\n",
       "      <td>281</td>\n",
       "      <td>340</td>\n",
       "      <td>515</td>\n",
       "      <td>566</td>\n",
       "      <td>776</td>\n",
       "      <td>891</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Illinois</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>1865</td>\n",
       "      <td>2538</td>\n",
       "      <td>3024</td>\n",
       "      <td>3491</td>\n",
       "      <td>4596</td>\n",
       "      <td>5056</td>\n",
       "      <td>5994</td>\n",
       "      <td>6980</td>\n",
       "      <td>7695</td>\n",
       "      <td>8904</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Indiana</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>477</td>\n",
       "      <td>645</td>\n",
       "      <td>979</td>\n",
       "      <td>1233</td>\n",
       "      <td>1513</td>\n",
       "      <td>1786</td>\n",
       "      <td>2158</td>\n",
       "      <td>2564</td>\n",
       "      <td>3038</td>\n",
       "      <td>3437</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Iowa</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>146</td>\n",
       "      <td>179</td>\n",
       "      <td>235</td>\n",
       "      <td>298</td>\n",
       "      <td>336</td>\n",
       "      <td>424</td>\n",
       "      <td>497</td>\n",
       "      <td>547</td>\n",
       "      <td>614</td>\n",
       "      <td>699</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kansas</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>134</td>\n",
       "      <td>172</td>\n",
       "      <td>206</td>\n",
       "      <td>266</td>\n",
       "      <td>330</td>\n",
       "      <td>372</td>\n",
       "      <td>434</td>\n",
       "      <td>485</td>\n",
       "      <td>553</td>\n",
       "      <td>629</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kentucky</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>197</td>\n",
       "      <td>247</td>\n",
       "      <td>301</td>\n",
       "      <td>393</td>\n",
       "      <td>438</td>\n",
       "      <td>479</td>\n",
       "      <td>628</td>\n",
       "      <td>632</td>\n",
       "      <td>770</td>\n",
       "      <td>770</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Louisiana</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1795</td>\n",
       "      <td>2304</td>\n",
       "      <td>2744</td>\n",
       "      <td>3315</td>\n",
       "      <td>3540</td>\n",
       "      <td>4025</td>\n",
       "      <td>5237</td>\n",
       "      <td>6424</td>\n",
       "      <td>9159</td>\n",
       "      <td>10297</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Maine</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>142</td>\n",
       "      <td>155</td>\n",
       "      <td>168</td>\n",
       "      <td>211</td>\n",
       "      <td>253</td>\n",
       "      <td>275</td>\n",
       "      <td>303</td>\n",
       "      <td>303</td>\n",
       "      <td>376</td>\n",
       "      <td>432</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Maryland</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>425</td>\n",
       "      <td>583</td>\n",
       "      <td>775</td>\n",
       "      <td>995</td>\n",
       "      <td>1239</td>\n",
       "      <td>1413</td>\n",
       "      <td>1660</td>\n",
       "      <td>1986</td>\n",
       "      <td>2331</td>\n",
       "      <td>2758</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Massachusetts</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1838</td>\n",
       "      <td>2417</td>\n",
       "      <td>3240</td>\n",
       "      <td>4257</td>\n",
       "      <td>4955</td>\n",
       "      <td>5752</td>\n",
       "      <td>6620</td>\n",
       "      <td>7738</td>\n",
       "      <td>8966</td>\n",
       "      <td>10402</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Michigan</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2296</td>\n",
       "      <td>2845</td>\n",
       "      <td>3634</td>\n",
       "      <td>4650</td>\n",
       "      <td>5488</td>\n",
       "      <td>6498</td>\n",
       "      <td>7615</td>\n",
       "      <td>9315</td>\n",
       "      <td>10791</td>\n",
       "      <td>12744</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Minnesota</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>286</td>\n",
       "      <td>344</td>\n",
       "      <td>396</td>\n",
       "      <td>441</td>\n",
       "      <td>503</td>\n",
       "      <td>576</td>\n",
       "      <td>629</td>\n",
       "      <td>689</td>\n",
       "      <td>742</td>\n",
       "      <td>788</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mississippi</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>377</td>\n",
       "      <td>485</td>\n",
       "      <td>579</td>\n",
       "      <td>663</td>\n",
       "      <td>759</td>\n",
       "      <td>847</td>\n",
       "      <td>937</td>\n",
       "      <td>1073</td>\n",
       "      <td>1177</td>\n",
       "      <td>1358</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Missouri</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>354</td>\n",
       "      <td>520</td>\n",
       "      <td>666</td>\n",
       "      <td>836</td>\n",
       "      <td>915</td>\n",
       "      <td>1051</td>\n",
       "      <td>1357</td>\n",
       "      <td>1613</td>\n",
       "      <td>1857</td>\n",
       "      <td>1864</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Montana</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>65</td>\n",
       "      <td>90</td>\n",
       "      <td>109</td>\n",
       "      <td>129</td>\n",
       "      <td>154</td>\n",
       "      <td>171</td>\n",
       "      <td>198</td>\n",
       "      <td>208</td>\n",
       "      <td>241</td>\n",
       "      <td>243</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nebraska</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>71</td>\n",
       "      <td>74</td>\n",
       "      <td>82</td>\n",
       "      <td>96</td>\n",
       "      <td>108</td>\n",
       "      <td>145</td>\n",
       "      <td>172</td>\n",
       "      <td>210</td>\n",
       "      <td>246</td>\n",
       "      <td>279</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nevada</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>323</td>\n",
       "      <td>420</td>\n",
       "      <td>536</td>\n",
       "      <td>626</td>\n",
       "      <td>920</td>\n",
       "      <td>1012</td>\n",
       "      <td>1114</td>\n",
       "      <td>1279</td>\n",
       "      <td>1463</td>\n",
       "      <td>1514</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Hampshire</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>108</td>\n",
       "      <td>137</td>\n",
       "      <td>158</td>\n",
       "      <td>187</td>\n",
       "      <td>214</td>\n",
       "      <td>314</td>\n",
       "      <td>357</td>\n",
       "      <td>367</td>\n",
       "      <td>316</td>\n",
       "      <td>479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Jersey</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>4402</td>\n",
       "      <td>6876</td>\n",
       "      <td>8825</td>\n",
       "      <td>11124</td>\n",
       "      <td>13386</td>\n",
       "      <td>16636</td>\n",
       "      <td>18696</td>\n",
       "      <td>22255</td>\n",
       "      <td>25590</td>\n",
       "      <td>29895</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Mexico</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>113</td>\n",
       "      <td>113</td>\n",
       "      <td>136</td>\n",
       "      <td>208</td>\n",
       "      <td>237</td>\n",
       "      <td>237</td>\n",
       "      <td>315</td>\n",
       "      <td>340</td>\n",
       "      <td>388</td>\n",
       "      <td>534</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New York</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>30841</td>\n",
       "      <td>37877</td>\n",
       "      <td>44876</td>\n",
       "      <td>52410</td>\n",
       "      <td>59648</td>\n",
       "      <td>66663</td>\n",
       "      <td>75833</td>\n",
       "      <td>83948</td>\n",
       "      <td>92506</td>\n",
       "      <td>102987</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>North Carolina</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>590</td>\n",
       "      <td>738</td>\n",
       "      <td>887</td>\n",
       "      <td>1020</td>\n",
       "      <td>1191</td>\n",
       "      <td>1313</td>\n",
       "      <td>1535</td>\n",
       "      <td>1675</td>\n",
       "      <td>1977</td>\n",
       "      <td>2251</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>North Dakota</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>45</td>\n",
       "      <td>51</td>\n",
       "      <td>68</td>\n",
       "      <td>94</td>\n",
       "      <td>98</td>\n",
       "      <td>109</td>\n",
       "      <td>122</td>\n",
       "      <td>142</td>\n",
       "      <td>159</td>\n",
       "      <td>173</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Northern Mariana Islands</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ohio</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>704</td>\n",
       "      <td>868</td>\n",
       "      <td>1137</td>\n",
       "      <td>1406</td>\n",
       "      <td>1653</td>\n",
       "      <td>1933</td>\n",
       "      <td>2199</td>\n",
       "      <td>2547</td>\n",
       "      <td>2901</td>\n",
       "      <td>3312</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Oklahoma</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>164</td>\n",
       "      <td>248</td>\n",
       "      <td>322</td>\n",
       "      <td>377</td>\n",
       "      <td>429</td>\n",
       "      <td>481</td>\n",
       "      <td>568</td>\n",
       "      <td>721</td>\n",
       "      <td>881</td>\n",
       "      <td>990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Oregon</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>266</td>\n",
       "      <td>316</td>\n",
       "      <td>416</td>\n",
       "      <td>479</td>\n",
       "      <td>548</td>\n",
       "      <td>606</td>\n",
       "      <td>690</td>\n",
       "      <td>736</td>\n",
       "      <td>826</td>\n",
       "      <td>899</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Pennsylvania</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1260</td>\n",
       "      <td>1795</td>\n",
       "      <td>2345</td>\n",
       "      <td>2845</td>\n",
       "      <td>3432</td>\n",
       "      <td>4155</td>\n",
       "      <td>4963</td>\n",
       "      <td>6009</td>\n",
       "      <td>7268</td>\n",
       "      <td>8570</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Puerto Rico</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>51</td>\n",
       "      <td>64</td>\n",
       "      <td>79</td>\n",
       "      <td>100</td>\n",
       "      <td>127</td>\n",
       "      <td>174</td>\n",
       "      <td>239</td>\n",
       "      <td>286</td>\n",
       "      <td>316</td>\n",
       "      <td>316</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Rhode Island</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>132</td>\n",
       "      <td>165</td>\n",
       "      <td>203</td>\n",
       "      <td>239</td>\n",
       "      <td>294</td>\n",
       "      <td>408</td>\n",
       "      <td>488</td>\n",
       "      <td>566</td>\n",
       "      <td>657</td>\n",
       "      <td>711</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>South Carolina</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>424</td>\n",
       "      <td>424</td>\n",
       "      <td>542</td>\n",
       "      <td>660</td>\n",
       "      <td>774</td>\n",
       "      <td>925</td>\n",
       "      <td>1083</td>\n",
       "      <td>1293</td>\n",
       "      <td>1554</td>\n",
       "      <td>1700</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>South Dakota</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>41</td>\n",
       "      <td>46</td>\n",
       "      <td>58</td>\n",
       "      <td>68</td>\n",
       "      <td>90</td>\n",
       "      <td>101</td>\n",
       "      <td>108</td>\n",
       "      <td>129</td>\n",
       "      <td>165</td>\n",
       "      <td>187</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tennessee</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>916</td>\n",
       "      <td>1097</td>\n",
       "      <td>1318</td>\n",
       "      <td>1511</td>\n",
       "      <td>1720</td>\n",
       "      <td>1917</td>\n",
       "      <td>2391</td>\n",
       "      <td>2933</td>\n",
       "      <td>2845</td>\n",
       "      <td>3067</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Texas</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1229</td>\n",
       "      <td>1563</td>\n",
       "      <td>1937</td>\n",
       "      <td>2455</td>\n",
       "      <td>2792</td>\n",
       "      <td>3147</td>\n",
       "      <td>3809</td>\n",
       "      <td>4355</td>\n",
       "      <td>5069</td>\n",
       "      <td>5734</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Utah</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>340</td>\n",
       "      <td>396</td>\n",
       "      <td>472</td>\n",
       "      <td>602</td>\n",
       "      <td>720</td>\n",
       "      <td>804</td>\n",
       "      <td>888</td>\n",
       "      <td>888</td>\n",
       "      <td>1092</td>\n",
       "      <td>1255</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Vermont</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>125</td>\n",
       "      <td>158</td>\n",
       "      <td>184</td>\n",
       "      <td>211</td>\n",
       "      <td>235</td>\n",
       "      <td>256</td>\n",
       "      <td>293</td>\n",
       "      <td>321</td>\n",
       "      <td>338</td>\n",
       "      <td>389</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Virgin Islands</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>19</td>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Virginia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>396</td>\n",
       "      <td>466</td>\n",
       "      <td>607</td>\n",
       "      <td>740</td>\n",
       "      <td>890</td>\n",
       "      <td>1020</td>\n",
       "      <td>1249</td>\n",
       "      <td>1483</td>\n",
       "      <td>1706</td>\n",
       "      <td>2012</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Washington</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>2591</td>\n",
       "      <td>3207</td>\n",
       "      <td>3477</td>\n",
       "      <td>4030</td>\n",
       "      <td>4465</td>\n",
       "      <td>4923</td>\n",
       "      <td>5432</td>\n",
       "      <td>5608</td>\n",
       "      <td>6389</td>\n",
       "      <td>6846</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>West Virginia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>39</td>\n",
       "      <td>52</td>\n",
       "      <td>76</td>\n",
       "      <td>96</td>\n",
       "      <td>113</td>\n",
       "      <td>145</td>\n",
       "      <td>162</td>\n",
       "      <td>191</td>\n",
       "      <td>216</td>\n",
       "      <td>237</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wisconsin</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>621</td>\n",
       "      <td>728</td>\n",
       "      <td>926</td>\n",
       "      <td>1055</td>\n",
       "      <td>1164</td>\n",
       "      <td>1230</td>\n",
       "      <td>1412</td>\n",
       "      <td>1556</td>\n",
       "      <td>1748</td>\n",
       "      <td>2012</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wyoming</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>44</td>\n",
       "      <td>53</td>\n",
       "      <td>70</td>\n",
       "      <td>82</td>\n",
       "      <td>86</td>\n",
       "      <td>94</td>\n",
       "      <td>109</td>\n",
       "      <td>130</td>\n",
       "      <td>150</td>\n",
       "      <td>162</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>58 rows × 73 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                          1/22/20  1/23/20  1/24/20  1/25/20  1/26/20  \\\n",
       "State                                                                   \n",
       "Alabama                         0        0        0        0        0   \n",
       "Alaska                          0        0        0        0        0   \n",
       "American Samoa                  0        0        0        0        0   \n",
       "Arizona                         0        0        0        0        1   \n",
       "Arkansas                        0        0        0        0        0   \n",
       "California                      0        0        0        0        2   \n",
       "Colorado                        0        0        0        0        0   \n",
       "Connecticut                     0        0        0        0        0   \n",
       "Delaware                        0        0        0        0        0   \n",
       "Diamond Princess                0        0        0        0        0   \n",
       "District of Columbia            0        0        0        0        0   \n",
       "Florida                         0        0        0        0        0   \n",
       "Georgia                         0        0        0        0        0   \n",
       "Grand Princess                  0        0        0        0        0   \n",
       "Guam                            0        0        0        0        0   \n",
       "Hawaii                          0        0        0        0        0   \n",
       "Idaho                           0        0        0        0        0   \n",
       "Illinois                        0        0        1        1        1   \n",
       "Indiana                         0        0        0        0        0   \n",
       "Iowa                            0        0        0        0        0   \n",
       "Kansas                          0        0        0        0        0   \n",
       "Kentucky                        0        0        0        0        0   \n",
       "Louisiana                       0        0        0        0        0   \n",
       "Maine                           0        0        0        0        0   \n",
       "Maryland                        0        0        0        0        0   \n",
       "Massachusetts                   0        0        0        0        0   \n",
       "Michigan                        0        0        0        0        0   \n",
       "Minnesota                       0        0        0        0        0   \n",
       "Mississippi                     0        0        0        0        0   \n",
       "Missouri                        0        0        0        0        0   \n",
       "Montana                         0        0        0        0        0   \n",
       "Nebraska                        0        0        0        0        0   \n",
       "Nevada                          0        0        0        0        0   \n",
       "New Hampshire                   0        0        0        0        0   \n",
       "New Jersey                      0        0        0        0        0   \n",
       "New Mexico                      0        0        0        0        0   \n",
       "New York                        0        0        0        0        0   \n",
       "North Carolina                  0        0        0        0        0   \n",
       "North Dakota                    0        0        0        0        0   \n",
       "Northern Mariana Islands        0        0        0        0        0   \n",
       "Ohio                            0        0        0        0        0   \n",
       "Oklahoma                        0        0        0        0        0   \n",
       "Oregon                          0        0        0        0        0   \n",
       "Pennsylvania                    0        0        0        0        0   \n",
       "Puerto Rico                     0        0        0        0        0   \n",
       "Rhode Island                    0        0        0        0        0   \n",
       "South Carolina                  0        0        0        0        0   \n",
       "South Dakota                    0        0        0        0        0   \n",
       "Tennessee                       0        0        0        0        0   \n",
       "Texas                           0        0        0        0        0   \n",
       "Utah                            0        0        0        0        0   \n",
       "Vermont                         0        0        0        0        0   \n",
       "Virgin Islands                  0        0        0        0        0   \n",
       "Virginia                        0        0        0        0        0   \n",
       "Washington                      1        1        1        1        1   \n",
       "West Virginia                   0        0        0        0        0   \n",
       "Wisconsin                       0        0        0        0        0   \n",
       "Wyoming                         0        0        0        0        0   \n",
       "\n",
       "                          1/27/20  1/28/20  1/29/20  1/30/20  1/31/20  \\\n",
       "State                                                                   \n",
       "Alabama                         0        0        0        0        0   \n",
       "Alaska                          0        0        0        0        0   \n",
       "American Samoa                  0        0        0        0        0   \n",
       "Arizona                         1        1        1        1        1   \n",
       "Arkansas                        0        0        0        0        0   \n",
       "California                      2        2        2        2        3   \n",
       "Colorado                        0        0        0        0        0   \n",
       "Connecticut                     0        0        0        0        0   \n",
       "Delaware                        0        0        0        0        0   \n",
       "Diamond Princess                0        0        0        0        0   \n",
       "District of Columbia            0        0        0        0        0   \n",
       "Florida                         0        0        0        0        0   \n",
       "Georgia                         0        0        0        0        0   \n",
       "Grand Princess                  0        0        0        0        0   \n",
       "Guam                            0        0        0        0        0   \n",
       "Hawaii                          0        0        0        0        0   \n",
       "Idaho                           0        0        0        0        0   \n",
       "Illinois                        1        1        1        1        2   \n",
       "Indiana                         0        0        0        0        0   \n",
       "Iowa                            0        0        0        0        0   \n",
       "Kansas                          0        0        0        0        0   \n",
       "Kentucky                        0        0        0        0        0   \n",
       "Louisiana                       0        0        0        0        0   \n",
       "Maine                           0        0        0        0        0   \n",
       "Maryland                        0        0        0        0        0   \n",
       "Massachusetts                   0        0        0        0        0   \n",
       "Michigan                        0        0        0        0        0   \n",
       "Minnesota                       0        0        0        0        0   \n",
       "Mississippi                     0        0        0        0        0   \n",
       "Missouri                        0        0        0        0        0   \n",
       "Montana                         0        0        0        0        0   \n",
       "Nebraska                        0        0        0        0        0   \n",
       "Nevada                          0        0        0        0        0   \n",
       "New Hampshire                   0        0        0        0        0   \n",
       "New Jersey                      0        0        0        0        0   \n",
       "New Mexico                      0        0        0        0        0   \n",
       "New York                        0        0        0        0        0   \n",
       "North Carolina                  0        0        0        0        0   \n",
       "North Dakota                    0        0        0        0        0   \n",
       "Northern Mariana Islands        0        0        0        0        0   \n",
       "Ohio                            0        0        0        0        0   \n",
       "Oklahoma                        0        0        0        0        0   \n",
       "Oregon                          0        0        0        0        0   \n",
       "Pennsylvania                    0        0        0        0        0   \n",
       "Puerto Rico                     0        0        0        0        0   \n",
       "Rhode Island                    0        0        0        0        0   \n",
       "South Carolina                  0        0        0        0        0   \n",
       "South Dakota                    0        0        0        0        0   \n",
       "Tennessee                       0        0        0        0        0   \n",
       "Texas                           0        0        0        0        0   \n",
       "Utah                            0        0        0        0        0   \n",
       "Vermont                         0        0        0        0        0   \n",
       "Virgin Islands                  0        0        0        0        0   \n",
       "Virginia                        0        0        0        0        0   \n",
       "Washington                      1        1        1        1        1   \n",
       "West Virginia                   0        0        0        0        0   \n",
       "Wisconsin                       0        0        0        0        0   \n",
       "Wyoming                         0        0        0        0        0   \n",
       "\n",
       "                           ...     3/25/20  3/26/20  3/27/20  3/28/20  \\\n",
       "State                      ...                                          \n",
       "Alabama                    ...         381      517      587      694   \n",
       "Alaska                     ...          41       56       58       85   \n",
       "American Samoa             ...           0        0        0        0   \n",
       "Arizona                    ...         401      508      665      773   \n",
       "Arkansas                   ...         280      335      381      409   \n",
       "California                 ...        2998     3899     4657     5095   \n",
       "Colorado                   ...        1021     1430     1433     1740   \n",
       "Connecticut                ...         875     1012     1291     1524   \n",
       "Delaware                   ...         119      130      163      214   \n",
       "Diamond Princess           ...          49       49       49       49   \n",
       "District of Columbia       ...         187      231      271      304   \n",
       "Florida                    ...        1682     2357     2900     3763   \n",
       "Georgia                    ...        1247     1525     2000     2366   \n",
       "Grand Princess             ...          28       28       28      103   \n",
       "Guam                       ...          37       45       51       55   \n",
       "Hawaii                     ...          91       95      106      149   \n",
       "Idaho                      ...          91      146      205      234   \n",
       "Illinois                   ...        1865     2538     3024     3491   \n",
       "Indiana                    ...         477      645      979     1233   \n",
       "Iowa                       ...         146      179      235      298   \n",
       "Kansas                     ...         134      172      206      266   \n",
       "Kentucky                   ...         197      247      301      393   \n",
       "Louisiana                  ...        1795     2304     2744     3315   \n",
       "Maine                      ...         142      155      168      211   \n",
       "Maryland                   ...         425      583      775      995   \n",
       "Massachusetts              ...        1838     2417     3240     4257   \n",
       "Michigan                   ...        2296     2845     3634     4650   \n",
       "Minnesota                  ...         286      344      396      441   \n",
       "Mississippi                ...         377      485      579      663   \n",
       "Missouri                   ...         354      520      666      836   \n",
       "Montana                    ...          65       90      109      129   \n",
       "Nebraska                   ...          71       74       82       96   \n",
       "Nevada                     ...         323      420      536      626   \n",
       "New Hampshire              ...         108      137      158      187   \n",
       "New Jersey                 ...        4402     6876     8825    11124   \n",
       "New Mexico                 ...         113      113      136      208   \n",
       "New York                   ...       30841    37877    44876    52410   \n",
       "North Carolina             ...         590      738      887     1020   \n",
       "North Dakota               ...          45       51       68       94   \n",
       "Northern Mariana Islands   ...           0        0        0        0   \n",
       "Ohio                       ...         704      868     1137     1406   \n",
       "Oklahoma                   ...         164      248      322      377   \n",
       "Oregon                     ...         266      316      416      479   \n",
       "Pennsylvania               ...        1260     1795     2345     2845   \n",
       "Puerto Rico                ...          51       64       79      100   \n",
       "Rhode Island               ...         132      165      203      239   \n",
       "South Carolina             ...         424      424      542      660   \n",
       "South Dakota               ...          41       46       58       68   \n",
       "Tennessee                  ...         916     1097     1318     1511   \n",
       "Texas                      ...        1229     1563     1937     2455   \n",
       "Utah                       ...         340      396      472      602   \n",
       "Vermont                    ...         125      158      184      211   \n",
       "Virgin Islands             ...          17       17       19       22   \n",
       "Virginia                   ...         396      466      607      740   \n",
       "Washington                 ...        2591     3207     3477     4030   \n",
       "West Virginia              ...          39       52       76       96   \n",
       "Wisconsin                  ...         621      728      926     1055   \n",
       "Wyoming                    ...          44       53       70       82   \n",
       "\n",
       "                          3/29/20  3/30/20  3/31/20  4/01/20  4/02/20  4/03/20  \n",
       "State                                                                           \n",
       "Alabama                       825      899      987     1060     1233     1495  \n",
       "Alaska                        102      114      119      132      143      157  \n",
       "American Samoa                  0        0        0        0        0        0  \n",
       "Arizona                       919     1157     1289     1530     1715     1937  \n",
       "Arkansas                      426      473      523      584      643      704  \n",
       "California                   5852     7138     8210     9399    10773    12004  \n",
       "Colorado                     2307     2311     2966     2982     3342     3742  \n",
       "Connecticut                  1993     2571     3128     3557     3824     4914  \n",
       "Delaware                      232      264      319      368      393      450  \n",
       "Diamond Princess               49       49       49       49       49       49  \n",
       "District of Columbia          342      401      495      586      653      757  \n",
       "Florida                      4246     5473     6741     6956     9008    10268  \n",
       "Georgia                      2651     2808     3929     4638     5348     5831  \n",
       "Grand Princess                103      103      103      103      103      103  \n",
       "Guam                           56       58       69       77       82       84  \n",
       "Hawaii                        149      175      204      224      256      319  \n",
       "Idaho                         281      340      515      566      776      891  \n",
       "Illinois                     4596     5056     5994     6980     7695     8904  \n",
       "Indiana                      1513     1786     2158     2564     3038     3437  \n",
       "Iowa                          336      424      497      547      614      699  \n",
       "Kansas                        330      372      434      485      553      629  \n",
       "Kentucky                      438      479      628      632      770      770  \n",
       "Louisiana                    3540     4025     5237     6424     9159    10297  \n",
       "Maine                         253      275      303      303      376      432  \n",
       "Maryland                     1239     1413     1660     1986     2331     2758  \n",
       "Massachusetts                4955     5752     6620     7738     8966    10402  \n",
       "Michigan                     5488     6498     7615     9315    10791    12744  \n",
       "Minnesota                     503      576      629      689      742      788  \n",
       "Mississippi                   759      847      937     1073     1177     1358  \n",
       "Missouri                      915     1051     1357     1613     1857     1864  \n",
       "Montana                       154      171      198      208      241      243  \n",
       "Nebraska                      108      145      172      210      246      279  \n",
       "Nevada                        920     1012     1114     1279     1463     1514  \n",
       "New Hampshire                 214      314      357      367      316      479  \n",
       "New Jersey                  13386    16636    18696    22255    25590    29895  \n",
       "New Mexico                    237      237      315      340      388      534  \n",
       "New York                    59648    66663    75833    83948    92506   102987  \n",
       "North Carolina               1191     1313     1535     1675     1977     2251  \n",
       "North Dakota                   98      109      122      142      159      173  \n",
       "Northern Mariana Islands        0        0        2        6        6        8  \n",
       "Ohio                         1653     1933     2199     2547     2901     3312  \n",
       "Oklahoma                      429      481      568      721      881      990  \n",
       "Oregon                        548      606      690      736      826      899  \n",
       "Pennsylvania                 3432     4155     4963     6009     7268     8570  \n",
       "Puerto Rico                   127      174      239      286      316      316  \n",
       "Rhode Island                  294      408      488      566      657      711  \n",
       "South Carolina                774      925     1083     1293     1554     1700  \n",
       "South Dakota                   90      101      108      129      165      187  \n",
       "Tennessee                    1720     1917     2391     2933     2845     3067  \n",
       "Texas                        2792     3147     3809     4355     5069     5734  \n",
       "Utah                          720      804      888      888     1092     1255  \n",
       "Vermont                       235      256      293      321      338      389  \n",
       "Virgin Islands                  0        0       30       30       30       37  \n",
       "Virginia                      890     1020     1249     1483     1706     2012  \n",
       "Washington                   4465     4923     5432     5608     6389     6846  \n",
       "West Virginia                 113      145      162      191      216      237  \n",
       "Wisconsin                    1164     1230     1412     1556     1748     2012  \n",
       "Wyoming                        86       94      109      130      150      162  \n",
       "\n",
       "[58 rows x 73 columns]"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "for index, row in df_daily_cases.iterrows():    \n",
    "    if index in df_cases.index:\n",
    "        df_cases.at[index, daily_date] = row['Confirmed']       \n",
    "df_cases"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Load Deaths by State File"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>1/22/20</th>\n",
       "      <th>1/23/20</th>\n",
       "      <th>1/24/20</th>\n",
       "      <th>1/25/20</th>\n",
       "      <th>1/26/20</th>\n",
       "      <th>1/27/20</th>\n",
       "      <th>1/28/20</th>\n",
       "      <th>1/29/20</th>\n",
       "      <th>1/30/20</th>\n",
       "      <th>1/31/20</th>\n",
       "      <th>...</th>\n",
       "      <th>3/24/20</th>\n",
       "      <th>3/25/20</th>\n",
       "      <th>3/26/20</th>\n",
       "      <th>3/27/20</th>\n",
       "      <th>3/28/20</th>\n",
       "      <th>3/29/20</th>\n",
       "      <th>3/30/20</th>\n",
       "      <th>3/31/20</th>\n",
       "      <th>4/01/20</th>\n",
       "      <th>4/02/20</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>State</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
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       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Alabama</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>10</td>\n",
       "      <td>10</td>\n",
       "      <td>23</td>\n",
       "      <td>27</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Alaska</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>American Samoa</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Arizona</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>6</td>\n",
       "      <td>8</td>\n",
       "      <td>13</td>\n",
       "      <td>15</td>\n",
       "      <td>17</td>\n",
       "      <td>20</td>\n",
       "      <td>24</td>\n",
       "      <td>29</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Arkansas</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>6</td>\n",
       "      <td>7</td>\n",
       "      <td>8</td>\n",
       "      <td>10</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>California</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>50</td>\n",
       "      <td>65</td>\n",
       "      <td>81</td>\n",
       "      <td>94</td>\n",
       "      <td>110</td>\n",
       "      <td>124</td>\n",
       "      <td>146</td>\n",
       "      <td>173</td>\n",
       "      <td>199</td>\n",
       "      <td>238</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Colorado</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>16</td>\n",
       "      <td>19</td>\n",
       "      <td>27</td>\n",
       "      <td>31</td>\n",
       "      <td>47</td>\n",
       "      <td>47</td>\n",
       "      <td>69</td>\n",
       "      <td>69</td>\n",
       "      <td>80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Connecticut</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>12</td>\n",
       "      <td>19</td>\n",
       "      <td>21</td>\n",
       "      <td>27</td>\n",
       "      <td>33</td>\n",
       "      <td>34</td>\n",
       "      <td>36</td>\n",
       "      <td>69</td>\n",
       "      <td>85</td>\n",
       "      <td>112</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Delaware</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>5</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>11</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Diamond Princess</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>District of Columbia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Florida</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>18</td>\n",
       "      <td>23</td>\n",
       "      <td>29</td>\n",
       "      <td>35</td>\n",
       "      <td>54</td>\n",
       "      <td>56</td>\n",
       "      <td>63</td>\n",
       "      <td>85</td>\n",
       "      <td>87</td>\n",
       "      <td>164</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Georgia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>32</td>\n",
       "      <td>40</td>\n",
       "      <td>48</td>\n",
       "      <td>64</td>\n",
       "      <td>69</td>\n",
       "      <td>80</td>\n",
       "      <td>87</td>\n",
       "      <td>111</td>\n",
       "      <td>139</td>\n",
       "      <td>163</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Grand Princess</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Guam</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Hawaii</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Idaho</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>6</td>\n",
       "      <td>8</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Illinois</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>16</td>\n",
       "      <td>19</td>\n",
       "      <td>26</td>\n",
       "      <td>34</td>\n",
       "      <td>47</td>\n",
       "      <td>66</td>\n",
       "      <td>73</td>\n",
       "      <td>99</td>\n",
       "      <td>141</td>\n",
       "      <td>163</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Indiana</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>12</td>\n",
       "      <td>14</td>\n",
       "      <td>17</td>\n",
       "      <td>25</td>\n",
       "      <td>31</td>\n",
       "      <td>32</td>\n",
       "      <td>35</td>\n",
       "      <td>49</td>\n",
       "      <td>65</td>\n",
       "      <td>78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Iowa</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>6</td>\n",
       "      <td>7</td>\n",
       "      <td>9</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kansas</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>7</td>\n",
       "      <td>8</td>\n",
       "      <td>9</td>\n",
       "      <td>10</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kentucky</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>11</td>\n",
       "      <td>11</td>\n",
       "      <td>18</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Louisiana</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>46</td>\n",
       "      <td>65</td>\n",
       "      <td>83</td>\n",
       "      <td>119</td>\n",
       "      <td>137</td>\n",
       "      <td>151</td>\n",
       "      <td>185</td>\n",
       "      <td>239</td>\n",
       "      <td>273</td>\n",
       "      <td>310</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Maine</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Maryland</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>10</td>\n",
       "      <td>15</td>\n",
       "      <td>18</td>\n",
       "      <td>31</td>\n",
       "      <td>36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Massachusetts</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>11</td>\n",
       "      <td>15</td>\n",
       "      <td>25</td>\n",
       "      <td>35</td>\n",
       "      <td>44</td>\n",
       "      <td>48</td>\n",
       "      <td>56</td>\n",
       "      <td>89</td>\n",
       "      <td>122</td>\n",
       "      <td>154</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Michigan</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>24</td>\n",
       "      <td>43</td>\n",
       "      <td>61</td>\n",
       "      <td>92</td>\n",
       "      <td>111</td>\n",
       "      <td>132</td>\n",
       "      <td>184</td>\n",
       "      <td>259</td>\n",
       "      <td>335</td>\n",
       "      <td>417</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Minnesota</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>9</td>\n",
       "      <td>10</td>\n",
       "      <td>12</td>\n",
       "      <td>17</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mississippi</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>8</td>\n",
       "      <td>13</td>\n",
       "      <td>14</td>\n",
       "      <td>16</td>\n",
       "      <td>20</td>\n",
       "      <td>22</td>\n",
       "      <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Missouri</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>8</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>10</td>\n",
       "      <td>13</td>\n",
       "      <td>13</td>\n",
       "      <td>15</td>\n",
       "      <td>18</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Montana</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nebraska</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nevada</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>4</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>10</td>\n",
       "      <td>10</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>26</td>\n",
       "      <td>31</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Hampshire</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Jersey</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>44</td>\n",
       "      <td>62</td>\n",
       "      <td>81</td>\n",
       "      <td>108</td>\n",
       "      <td>140</td>\n",
       "      <td>161</td>\n",
       "      <td>198</td>\n",
       "      <td>267</td>\n",
       "      <td>355</td>\n",
       "      <td>537</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Mexico</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New York</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>210</td>\n",
       "      <td>285</td>\n",
       "      <td>385</td>\n",
       "      <td>527</td>\n",
       "      <td>728</td>\n",
       "      <td>965</td>\n",
       "      <td>1218</td>\n",
       "      <td>1550</td>\n",
       "      <td>1941</td>\n",
       "      <td>2373</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>North Carolina</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>12</td>\n",
       "      <td>14</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>North Dakota</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Northern Mariana Islands</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ohio</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>11</td>\n",
       "      <td>15</td>\n",
       "      <td>19</td>\n",
       "      <td>25</td>\n",
       "      <td>29</td>\n",
       "      <td>40</td>\n",
       "      <td>55</td>\n",
       "      <td>65</td>\n",
       "      <td>81</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Oklahoma</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "      <td>8</td>\n",
       "      <td>15</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>23</td>\n",
       "      <td>30</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Oregon</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>10</td>\n",
       "      <td>11</td>\n",
       "      <td>12</td>\n",
       "      <td>13</td>\n",
       "      <td>13</td>\n",
       "      <td>16</td>\n",
       "      <td>18</td>\n",
       "      <td>19</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Pennsylvania</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>15</td>\n",
       "      <td>18</td>\n",
       "      <td>22</td>\n",
       "      <td>34</td>\n",
       "      <td>41</td>\n",
       "      <td>50</td>\n",
       "      <td>63</td>\n",
       "      <td>74</td>\n",
       "      <td>90</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Puerto Rico</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>8</td>\n",
       "      <td>11</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Rhode Island</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>8</td>\n",
       "      <td>10</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>South Carolina</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "      <td>9</td>\n",
       "      <td>13</td>\n",
       "      <td>15</td>\n",
       "      <td>16</td>\n",
       "      <td>18</td>\n",
       "      <td>22</td>\n",
       "      <td>26</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>South Dakota</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tennessee</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>7</td>\n",
       "      <td>8</td>\n",
       "      <td>14</td>\n",
       "      <td>23</td>\n",
       "      <td>24</td>\n",
       "      <td>36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Texas</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>12</td>\n",
       "      <td>15</td>\n",
       "      <td>21</td>\n",
       "      <td>26</td>\n",
       "      <td>30</td>\n",
       "      <td>37</td>\n",
       "      <td>45</td>\n",
       "      <td>54</td>\n",
       "      <td>66</td>\n",
       "      <td>77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Utah</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Vermont</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>8</td>\n",
       "      <td>9</td>\n",
       "      <td>10</td>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "      <td>13</td>\n",
       "      <td>16</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Virgin Islands</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Virginia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>10</td>\n",
       "      <td>10</td>\n",
       "      <td>13</td>\n",
       "      <td>20</td>\n",
       "      <td>15</td>\n",
       "      <td>27</td>\n",
       "      <td>34</td>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Washington</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>116</td>\n",
       "      <td>133</td>\n",
       "      <td>150</td>\n",
       "      <td>157</td>\n",
       "      <td>188</td>\n",
       "      <td>198</td>\n",
       "      <td>205</td>\n",
       "      <td>225</td>\n",
       "      <td>234</td>\n",
       "      <td>271</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>West Virginia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wisconsin</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "      <td>10</td>\n",
       "      <td>14</td>\n",
       "      <td>17</td>\n",
       "      <td>18</td>\n",
       "      <td>20</td>\n",
       "      <td>25</td>\n",
       "      <td>27</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wyoming</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>58 rows × 72 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                          1/22/20  1/23/20  1/24/20  1/25/20  1/26/20  \\\n",
       "State                                                                   \n",
       "Alabama                         0        0        0        0        0   \n",
       "Alaska                          0        0        0        0        0   \n",
       "American Samoa                  0        0        0        0        0   \n",
       "Arizona                         0        0        0        0        0   \n",
       "Arkansas                        0        0        0        0        0   \n",
       "California                      0        0        0        0        0   \n",
       "Colorado                        0        0        0        0        0   \n",
       "Connecticut                     0        0        0        0        0   \n",
       "Delaware                        0        0        0        0        0   \n",
       "Diamond Princess                0        0        0        0        0   \n",
       "District of Columbia            0        0        0        0        0   \n",
       "Florida                         0        0        0        0        0   \n",
       "Georgia                         0        0        0        0        0   \n",
       "Grand Princess                  0        0        0        0        0   \n",
       "Guam                            0        0        0        0        0   \n",
       "Hawaii                          0        0        0        0        0   \n",
       "Idaho                           0        0        0        0        0   \n",
       "Illinois                        0        0        0        0        0   \n",
       "Indiana                         0        0        0        0        0   \n",
       "Iowa                            0        0        0        0        0   \n",
       "Kansas                          0        0        0        0        0   \n",
       "Kentucky                        0        0        0        0        0   \n",
       "Louisiana                       0        0        0        0        0   \n",
       "Maine                           0        0        0        0        0   \n",
       "Maryland                        0        0        0        0        0   \n",
       "Massachusetts                   0        0        0        0        0   \n",
       "Michigan                        0        0        0        0        0   \n",
       "Minnesota                       0        0        0        0        0   \n",
       "Mississippi                     0        0        0        0        0   \n",
       "Missouri                        0        0        0        0        0   \n",
       "Montana                         0        0        0        0        0   \n",
       "Nebraska                        0        0        0        0        0   \n",
       "Nevada                          0        0        0        0        0   \n",
       "New Hampshire                   0        0        0        0        0   \n",
       "New Jersey                      0        0        0        0        0   \n",
       "New Mexico                      0        0        0        0        0   \n",
       "New York                        0        0        0        0        0   \n",
       "North Carolina                  0        0        0        0        0   \n",
       "North Dakota                    0        0        0        0        0   \n",
       "Northern Mariana Islands        0        0        0        0        0   \n",
       "Ohio                            0        0        0        0        0   \n",
       "Oklahoma                        0        0        0        0        0   \n",
       "Oregon                          0        0        0        0        0   \n",
       "Pennsylvania                    0        0        0        0        0   \n",
       "Puerto Rico                     0        0        0        0        0   \n",
       "Rhode Island                    0        0        0        0        0   \n",
       "South Carolina                  0        0        0        0        0   \n",
       "South Dakota                    0        0        0        0        0   \n",
       "Tennessee                       0        0        0        0        0   \n",
       "Texas                           0        0        0        0        0   \n",
       "Utah                            0        0        0        0        0   \n",
       "Vermont                         0        0        0        0        0   \n",
       "Virgin Islands                  0        0        0        0        0   \n",
       "Virginia                        0        0        0        0        0   \n",
       "Washington                      0        0        0        0        0   \n",
       "West Virginia                   0        0        0        0        0   \n",
       "Wisconsin                       0        0        0        0        0   \n",
       "Wyoming                         0        0        0        0        0   \n",
       "\n",
       "                          1/27/20  1/28/20  1/29/20  1/30/20  1/31/20  \\\n",
       "State                                                                   \n",
       "Alabama                         0        0        0        0        0   \n",
       "Alaska                          0        0        0        0        0   \n",
       "American Samoa                  0        0        0        0        0   \n",
       "Arizona                         0        0        0        0        0   \n",
       "Arkansas                        0        0        0        0        0   \n",
       "California                      0        0        0        0        0   \n",
       "Colorado                        0        0        0        0        0   \n",
       "Connecticut                     0        0        0        0        0   \n",
       "Delaware                        0        0        0        0        0   \n",
       "Diamond Princess                0        0        0        0        0   \n",
       "District of Columbia            0        0        0        0        0   \n",
       "Florida                         0        0        0        0        0   \n",
       "Georgia                         0        0        0        0        0   \n",
       "Grand Princess                  0        0        0        0        0   \n",
       "Guam                            0        0        0        0        0   \n",
       "Hawaii                          0        0        0        0        0   \n",
       "Idaho                           0        0        0        0        0   \n",
       "Illinois                        0        0        0        0        0   \n",
       "Indiana                         0        0        0        0        0   \n",
       "Iowa                            0        0        0        0        0   \n",
       "Kansas                          0        0        0        0        0   \n",
       "Kentucky                        0        0        0        0        0   \n",
       "Louisiana                       0        0        0        0        0   \n",
       "Maine                           0        0        0        0        0   \n",
       "Maryland                        0        0        0        0        0   \n",
       "Massachusetts                   0        0        0        0        0   \n",
       "Michigan                        0        0        0        0        0   \n",
       "Minnesota                       0        0        0        0        0   \n",
       "Mississippi                     0        0        0        0        0   \n",
       "Missouri                        0        0        0        0        0   \n",
       "Montana                         0        0        0        0        0   \n",
       "Nebraska                        0        0        0        0        0   \n",
       "Nevada                          0        0        0        0        0   \n",
       "New Hampshire                   0        0        0        0        0   \n",
       "New Jersey                      0        0        0        0        0   \n",
       "New Mexico                      0        0        0        0        0   \n",
       "New York                        0        0        0        0        0   \n",
       "North Carolina                  0        0        0        0        0   \n",
       "North Dakota                    0        0        0        0        0   \n",
       "Northern Mariana Islands        0        0        0        0        0   \n",
       "Ohio                            0        0        0        0        0   \n",
       "Oklahoma                        0        0        0        0        0   \n",
       "Oregon                          0        0        0        0        0   \n",
       "Pennsylvania                    0        0        0        0        0   \n",
       "Puerto Rico                     0        0        0        0        0   \n",
       "Rhode Island                    0        0        0        0        0   \n",
       "South Carolina                  0        0        0        0        0   \n",
       "South Dakota                    0        0        0        0        0   \n",
       "Tennessee                       0        0        0        0        0   \n",
       "Texas                           0        0        0        0        0   \n",
       "Utah                            0        0        0        0        0   \n",
       "Vermont                         0        0        0        0        0   \n",
       "Virgin Islands                  0        0        0        0        0   \n",
       "Virginia                        0        0        0        0        0   \n",
       "Washington                      0        0        0        0        0   \n",
       "West Virginia                   0        0        0        0        0   \n",
       "Wisconsin                       0        0        0        0        0   \n",
       "Wyoming                         0        0        0        0        0   \n",
       "\n",
       "                           ...     3/24/20  3/25/20  3/26/20  3/27/20  \\\n",
       "State                      ...                                          \n",
       "Alabama                    ...           0        1        1        4   \n",
       "Alaska                     ...           0        1        1        1   \n",
       "American Samoa             ...           0        0        0        0   \n",
       "Arizona                    ...           5        6        8       13   \n",
       "Arkansas                   ...           2        2        2        3   \n",
       "California                 ...          50       65       81       94   \n",
       "Colorado                   ...           8       16       19       27   \n",
       "Connecticut                ...          12       19       21       27   \n",
       "Delaware                   ...           0        0        1        2   \n",
       "Diamond Princess           ...           0        0        0        0   \n",
       "District of Columbia       ...           2        2        3        3   \n",
       "Florida                    ...          18       23       29       35   \n",
       "Georgia                    ...          32       40       48       64   \n",
       "Grand Princess             ...           1        1        1        3   \n",
       "Guam                       ...           1        1        1        1   \n",
       "Hawaii                     ...           1        0        0        0   \n",
       "Idaho                      ...           0        0        3        3   \n",
       "Illinois                   ...          16       19       26       34   \n",
       "Indiana                    ...          12       14       17       25   \n",
       "Iowa                       ...           0        1        1        3   \n",
       "Kansas                     ...           2        3        3        4   \n",
       "Kentucky                   ...           4        5        5        7   \n",
       "Louisiana                  ...          46       65       83      119   \n",
       "Maine                      ...           0        0        0        1   \n",
       "Maryland                   ...           4        4        4        5   \n",
       "Massachusetts              ...          11       15       25       35   \n",
       "Michigan                   ...          24       43       61       92   \n",
       "Minnesota                  ...           1        1        2        4   \n",
       "Mississippi                ...           1        3        6        8   \n",
       "Missouri                   ...           7        8        9        9   \n",
       "Montana                    ...           0        0        0        1   \n",
       "Nebraska                   ...           0        0        0        0   \n",
       "Nevada                     ...           4        6       10       10   \n",
       "New Hampshire              ...           1        1        1        1   \n",
       "New Jersey                 ...          44       62       81      108   \n",
       "New Mexico                 ...           0        1        1        1   \n",
       "New York                   ...         210      285      385      527   \n",
       "North Carolina             ...           0        2        3        4   \n",
       "North Dakota               ...           0        0        0        1   \n",
       "Northern Mariana Islands   ...           0        0        0        0   \n",
       "Ohio                       ...           8       11       15       19   \n",
       "Oklahoma                   ...           3        5        7        8   \n",
       "Oregon                     ...           8       10       11       12   \n",
       "Pennsylvania               ...           8       15       18       22   \n",
       "Puerto Rico                ...           2        2        2        3   \n",
       "Rhode Island               ...           0        0        0        0   \n",
       "South Carolina             ...           5        7        9       13   \n",
       "South Dakota               ...           1        1        1        1   \n",
       "Tennessee                  ...           2        3        3        6   \n",
       "Texas                      ...          12       15       21       26   \n",
       "Utah                       ...           1        1        1        1   \n",
       "Vermont                    ...           7        8        9       10   \n",
       "Virgin Islands             ...           0        0        0        0   \n",
       "Virginia                   ...           9        9       10       10   \n",
       "Washington                 ...         116      133      150      157   \n",
       "West Virginia              ...           0        0        0        0   \n",
       "Wisconsin                  ...           5        7       10       14   \n",
       "Wyoming                    ...           0        0        0        0   \n",
       "\n",
       "                          3/28/20  3/29/20  3/30/20  3/31/20  4/01/20  4/02/20  \n",
       "State                                                                           \n",
       "Alabama                         4       10       10       23       27       32  \n",
       "Alaska                          2        2        3        3        3        3  \n",
       "American Samoa                  0        0        0        0        0        0  \n",
       "Arizona                        15       17       20       24       29       32  \n",
       "Arkansas                        5        6        7        8       10       12  \n",
       "California                    110      124      146      173      199      238  \n",
       "Colorado                       31       47       47       69       69       80  \n",
       "Connecticut                    33       34       36       69       85      112  \n",
       "Delaware                        5        6        6       10       11       12  \n",
       "Diamond Princess                0        0        0        0        0        0  \n",
       "District of Columbia            4        5        9        9        9       12  \n",
       "Florida                        54       56       63       85       87      164  \n",
       "Georgia                        69       80       87      111      139      163  \n",
       "Grand Princess                  3        3        3        3        3        3  \n",
       "Guam                            1        1        1        2        3        3  \n",
       "Hawaii                          0        0        0        0        1        1  \n",
       "Idaho                           4        5        6        8        9        9  \n",
       "Illinois                       47       66       73       99      141      163  \n",
       "Indiana                        31       32       35       49       65       78  \n",
       "Iowa                            3        4        6        7        9       11  \n",
       "Kansas                          4        7        8        9       10       12  \n",
       "Kentucky                        9        9       11       11       18       31  \n",
       "Louisiana                     137      151      185      239      273      310  \n",
       "Maine                           1        3        3        5        5        7  \n",
       "Maryland                        5       10       15       18       31       36  \n",
       "Massachusetts                  44       48       56       89      122      154  \n",
       "Michigan                      111      132      184      259      335      417  \n",
       "Minnesota                       5        9       10       12       17       18  \n",
       "Mississippi                    13       14       16       20       22       26  \n",
       "Missouri                       10       13       13       15       18       22  \n",
       "Montana                         1        1        5        5        6        6  \n",
       "Nebraska                        2        2        2        3        4        5  \n",
       "Nevada                         10       15       15       26       31       38  \n",
       "New Hampshire                   2        2        3        3        3        3  \n",
       "New Jersey                    140      161      198      267      355      537  \n",
       "New Mexico                      1        2        2        4        5        6  \n",
       "New York                      728      965     1218     1550     1941     2373  \n",
       "North Carolina                  5        7        7       12       14       21  \n",
       "North Dakota                    1        1        2        3        3        3  \n",
       "Northern Mariana Islands        0        0        0        0        1        1  \n",
       "Ohio                           25       29       40       55       65       81  \n",
       "Oklahoma                       15       16       16       23       30       34  \n",
       "Oregon                         13       13       16       18       19       21  \n",
       "Pennsylvania                   34       41       50       63       74       90  \n",
       "Puerto Rico                     3        3        6        8       11       12  \n",
       "Rhode Island                    2        3        4        8       10       12  \n",
       "South Carolina                 15       16       18       22       26       31  \n",
       "South Dakota                    1        1        1        1        2        2  \n",
       "Tennessee                       7        8       14       23       24       36  \n",
       "Texas                          30       37       45       54       66       77  \n",
       "Utah                            1        2        4        5        5        7  \n",
       "Vermont                        12       12       12       13       16       17  \n",
       "Virgin Islands                  0        0        0        0        0        0  \n",
       "Virginia                       13       20       15       27       34       41  \n",
       "Washington                    188      198      205      225      234      271  \n",
       "West Virginia                   0        0        1        1        1        2  \n",
       "Wisconsin                      17       18       20       25       27       38  \n",
       "Wyoming                         0        0        0        0        0        0  \n",
       "\n",
       "[58 rows x 72 columns]"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_deaths = pd.read_csv(death_datafile, encoding='utf-8', index_col='State')\n",
    "df_deaths"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Insert Empty Column into df_deaths for new date"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>1/22/20</th>\n",
       "      <th>1/23/20</th>\n",
       "      <th>1/24/20</th>\n",
       "      <th>1/25/20</th>\n",
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       "      <th>4/02/20</th>\n",
       "      <th>4/03/20</th>\n",
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       "      <th>State</th>\n",
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       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
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       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Alabama</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>10</td>\n",
       "      <td>10</td>\n",
       "      <td>23</td>\n",
       "      <td>27</td>\n",
       "      <td>32</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Alaska</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>American Samoa</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Arizona</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>8</td>\n",
       "      <td>13</td>\n",
       "      <td>15</td>\n",
       "      <td>17</td>\n",
       "      <td>20</td>\n",
       "      <td>24</td>\n",
       "      <td>29</td>\n",
       "      <td>32</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Arkansas</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>6</td>\n",
       "      <td>7</td>\n",
       "      <td>8</td>\n",
       "      <td>10</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>California</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>65</td>\n",
       "      <td>81</td>\n",
       "      <td>94</td>\n",
       "      <td>110</td>\n",
       "      <td>124</td>\n",
       "      <td>146</td>\n",
       "      <td>173</td>\n",
       "      <td>199</td>\n",
       "      <td>238</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Colorado</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>16</td>\n",
       "      <td>19</td>\n",
       "      <td>27</td>\n",
       "      <td>31</td>\n",
       "      <td>47</td>\n",
       "      <td>47</td>\n",
       "      <td>69</td>\n",
       "      <td>69</td>\n",
       "      <td>80</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Connecticut</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>19</td>\n",
       "      <td>21</td>\n",
       "      <td>27</td>\n",
       "      <td>33</td>\n",
       "      <td>34</td>\n",
       "      <td>36</td>\n",
       "      <td>69</td>\n",
       "      <td>85</td>\n",
       "      <td>112</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Delaware</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>5</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>11</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Diamond Princess</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>District of Columbia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Florida</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>23</td>\n",
       "      <td>29</td>\n",
       "      <td>35</td>\n",
       "      <td>54</td>\n",
       "      <td>56</td>\n",
       "      <td>63</td>\n",
       "      <td>85</td>\n",
       "      <td>87</td>\n",
       "      <td>164</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Georgia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>40</td>\n",
       "      <td>48</td>\n",
       "      <td>64</td>\n",
       "      <td>69</td>\n",
       "      <td>80</td>\n",
       "      <td>87</td>\n",
       "      <td>111</td>\n",
       "      <td>139</td>\n",
       "      <td>163</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Grand Princess</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Guam</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Hawaii</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Idaho</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>6</td>\n",
       "      <td>8</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Illinois</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>19</td>\n",
       "      <td>26</td>\n",
       "      <td>34</td>\n",
       "      <td>47</td>\n",
       "      <td>66</td>\n",
       "      <td>73</td>\n",
       "      <td>99</td>\n",
       "      <td>141</td>\n",
       "      <td>163</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Indiana</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>17</td>\n",
       "      <td>25</td>\n",
       "      <td>31</td>\n",
       "      <td>32</td>\n",
       "      <td>35</td>\n",
       "      <td>49</td>\n",
       "      <td>65</td>\n",
       "      <td>78</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Iowa</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>6</td>\n",
       "      <td>7</td>\n",
       "      <td>9</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kansas</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>7</td>\n",
       "      <td>8</td>\n",
       "      <td>9</td>\n",
       "      <td>10</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kentucky</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>11</td>\n",
       "      <td>11</td>\n",
       "      <td>18</td>\n",
       "      <td>31</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Louisiana</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>65</td>\n",
       "      <td>83</td>\n",
       "      <td>119</td>\n",
       "      <td>137</td>\n",
       "      <td>151</td>\n",
       "      <td>185</td>\n",
       "      <td>239</td>\n",
       "      <td>273</td>\n",
       "      <td>310</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Maine</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Maryland</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>10</td>\n",
       "      <td>15</td>\n",
       "      <td>18</td>\n",
       "      <td>31</td>\n",
       "      <td>36</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Massachusetts</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>25</td>\n",
       "      <td>35</td>\n",
       "      <td>44</td>\n",
       "      <td>48</td>\n",
       "      <td>56</td>\n",
       "      <td>89</td>\n",
       "      <td>122</td>\n",
       "      <td>154</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Michigan</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>43</td>\n",
       "      <td>61</td>\n",
       "      <td>92</td>\n",
       "      <td>111</td>\n",
       "      <td>132</td>\n",
       "      <td>184</td>\n",
       "      <td>259</td>\n",
       "      <td>335</td>\n",
       "      <td>417</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Minnesota</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>9</td>\n",
       "      <td>10</td>\n",
       "      <td>12</td>\n",
       "      <td>17</td>\n",
       "      <td>18</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mississippi</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>8</td>\n",
       "      <td>13</td>\n",
       "      <td>14</td>\n",
       "      <td>16</td>\n",
       "      <td>20</td>\n",
       "      <td>22</td>\n",
       "      <td>26</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Missouri</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>10</td>\n",
       "      <td>13</td>\n",
       "      <td>13</td>\n",
       "      <td>15</td>\n",
       "      <td>18</td>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Montana</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nebraska</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nevada</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>10</td>\n",
       "      <td>10</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>26</td>\n",
       "      <td>31</td>\n",
       "      <td>38</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Hampshire</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Jersey</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>62</td>\n",
       "      <td>81</td>\n",
       "      <td>108</td>\n",
       "      <td>140</td>\n",
       "      <td>161</td>\n",
       "      <td>198</td>\n",
       "      <td>267</td>\n",
       "      <td>355</td>\n",
       "      <td>537</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Mexico</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New York</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>285</td>\n",
       "      <td>385</td>\n",
       "      <td>527</td>\n",
       "      <td>728</td>\n",
       "      <td>965</td>\n",
       "      <td>1218</td>\n",
       "      <td>1550</td>\n",
       "      <td>1941</td>\n",
       "      <td>2373</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>North Carolina</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>12</td>\n",
       "      <td>14</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>North Dakota</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Northern Mariana Islands</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ohio</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>11</td>\n",
       "      <td>15</td>\n",
       "      <td>19</td>\n",
       "      <td>25</td>\n",
       "      <td>29</td>\n",
       "      <td>40</td>\n",
       "      <td>55</td>\n",
       "      <td>65</td>\n",
       "      <td>81</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Oklahoma</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "      <td>8</td>\n",
       "      <td>15</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>23</td>\n",
       "      <td>30</td>\n",
       "      <td>34</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Oregon</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>10</td>\n",
       "      <td>11</td>\n",
       "      <td>12</td>\n",
       "      <td>13</td>\n",
       "      <td>13</td>\n",
       "      <td>16</td>\n",
       "      <td>18</td>\n",
       "      <td>19</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Pennsylvania</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>18</td>\n",
       "      <td>22</td>\n",
       "      <td>34</td>\n",
       "      <td>41</td>\n",
       "      <td>50</td>\n",
       "      <td>63</td>\n",
       "      <td>74</td>\n",
       "      <td>90</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Puerto Rico</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>8</td>\n",
       "      <td>11</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Rhode Island</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>8</td>\n",
       "      <td>10</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>South Carolina</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>9</td>\n",
       "      <td>13</td>\n",
       "      <td>15</td>\n",
       "      <td>16</td>\n",
       "      <td>18</td>\n",
       "      <td>22</td>\n",
       "      <td>26</td>\n",
       "      <td>31</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>South Dakota</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tennessee</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>7</td>\n",
       "      <td>8</td>\n",
       "      <td>14</td>\n",
       "      <td>23</td>\n",
       "      <td>24</td>\n",
       "      <td>36</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Texas</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>21</td>\n",
       "      <td>26</td>\n",
       "      <td>30</td>\n",
       "      <td>37</td>\n",
       "      <td>45</td>\n",
       "      <td>54</td>\n",
       "      <td>66</td>\n",
       "      <td>77</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Utah</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Vermont</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>9</td>\n",
       "      <td>10</td>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "      <td>13</td>\n",
       "      <td>16</td>\n",
       "      <td>17</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Virgin Islands</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Virginia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>9</td>\n",
       "      <td>10</td>\n",
       "      <td>10</td>\n",
       "      <td>13</td>\n",
       "      <td>20</td>\n",
       "      <td>15</td>\n",
       "      <td>27</td>\n",
       "      <td>34</td>\n",
       "      <td>41</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Washington</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>133</td>\n",
       "      <td>150</td>\n",
       "      <td>157</td>\n",
       "      <td>188</td>\n",
       "      <td>198</td>\n",
       "      <td>205</td>\n",
       "      <td>225</td>\n",
       "      <td>234</td>\n",
       "      <td>271</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>West Virginia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wisconsin</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>10</td>\n",
       "      <td>14</td>\n",
       "      <td>17</td>\n",
       "      <td>18</td>\n",
       "      <td>20</td>\n",
       "      <td>25</td>\n",
       "      <td>27</td>\n",
       "      <td>38</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wyoming</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>58 rows × 73 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                          1/22/20  1/23/20  1/24/20  1/25/20  1/26/20  \\\n",
       "State                                                                   \n",
       "Alabama                         0        0        0        0        0   \n",
       "Alaska                          0        0        0        0        0   \n",
       "American Samoa                  0        0        0        0        0   \n",
       "Arizona                         0        0        0        0        0   \n",
       "Arkansas                        0        0        0        0        0   \n",
       "California                      0        0        0        0        0   \n",
       "Colorado                        0        0        0        0        0   \n",
       "Connecticut                     0        0        0        0        0   \n",
       "Delaware                        0        0        0        0        0   \n",
       "Diamond Princess                0        0        0        0        0   \n",
       "District of Columbia            0        0        0        0        0   \n",
       "Florida                         0        0        0        0        0   \n",
       "Georgia                         0        0        0        0        0   \n",
       "Grand Princess                  0        0        0        0        0   \n",
       "Guam                            0        0        0        0        0   \n",
       "Hawaii                          0        0        0        0        0   \n",
       "Idaho                           0        0        0        0        0   \n",
       "Illinois                        0        0        0        0        0   \n",
       "Indiana                         0        0        0        0        0   \n",
       "Iowa                            0        0        0        0        0   \n",
       "Kansas                          0        0        0        0        0   \n",
       "Kentucky                        0        0        0        0        0   \n",
       "Louisiana                       0        0        0        0        0   \n",
       "Maine                           0        0        0        0        0   \n",
       "Maryland                        0        0        0        0        0   \n",
       "Massachusetts                   0        0        0        0        0   \n",
       "Michigan                        0        0        0        0        0   \n",
       "Minnesota                       0        0        0        0        0   \n",
       "Mississippi                     0        0        0        0        0   \n",
       "Missouri                        0        0        0        0        0   \n",
       "Montana                         0        0        0        0        0   \n",
       "Nebraska                        0        0        0        0        0   \n",
       "Nevada                          0        0        0        0        0   \n",
       "New Hampshire                   0        0        0        0        0   \n",
       "New Jersey                      0        0        0        0        0   \n",
       "New Mexico                      0        0        0        0        0   \n",
       "New York                        0        0        0        0        0   \n",
       "North Carolina                  0        0        0        0        0   \n",
       "North Dakota                    0        0        0        0        0   \n",
       "Northern Mariana Islands        0        0        0        0        0   \n",
       "Ohio                            0        0        0        0        0   \n",
       "Oklahoma                        0        0        0        0        0   \n",
       "Oregon                          0        0        0        0        0   \n",
       "Pennsylvania                    0        0        0        0        0   \n",
       "Puerto Rico                     0        0        0        0        0   \n",
       "Rhode Island                    0        0        0        0        0   \n",
       "South Carolina                  0        0        0        0        0   \n",
       "South Dakota                    0        0        0        0        0   \n",
       "Tennessee                       0        0        0        0        0   \n",
       "Texas                           0        0        0        0        0   \n",
       "Utah                            0        0        0        0        0   \n",
       "Vermont                         0        0        0        0        0   \n",
       "Virgin Islands                  0        0        0        0        0   \n",
       "Virginia                        0        0        0        0        0   \n",
       "Washington                      0        0        0        0        0   \n",
       "West Virginia                   0        0        0        0        0   \n",
       "Wisconsin                       0        0        0        0        0   \n",
       "Wyoming                         0        0        0        0        0   \n",
       "\n",
       "                          1/27/20  1/28/20  1/29/20  1/30/20  1/31/20  \\\n",
       "State                                                                   \n",
       "Alabama                         0        0        0        0        0   \n",
       "Alaska                          0        0        0        0        0   \n",
       "American Samoa                  0        0        0        0        0   \n",
       "Arizona                         0        0        0        0        0   \n",
       "Arkansas                        0        0        0        0        0   \n",
       "California                      0        0        0        0        0   \n",
       "Colorado                        0        0        0        0        0   \n",
       "Connecticut                     0        0        0        0        0   \n",
       "Delaware                        0        0        0        0        0   \n",
       "Diamond Princess                0        0        0        0        0   \n",
       "District of Columbia            0        0        0        0        0   \n",
       "Florida                         0        0        0        0        0   \n",
       "Georgia                         0        0        0        0        0   \n",
       "Grand Princess                  0        0        0        0        0   \n",
       "Guam                            0        0        0        0        0   \n",
       "Hawaii                          0        0        0        0        0   \n",
       "Idaho                           0        0        0        0        0   \n",
       "Illinois                        0        0        0        0        0   \n",
       "Indiana                         0        0        0        0        0   \n",
       "Iowa                            0        0        0        0        0   \n",
       "Kansas                          0        0        0        0        0   \n",
       "Kentucky                        0        0        0        0        0   \n",
       "Louisiana                       0        0        0        0        0   \n",
       "Maine                           0        0        0        0        0   \n",
       "Maryland                        0        0        0        0        0   \n",
       "Massachusetts                   0        0        0        0        0   \n",
       "Michigan                        0        0        0        0        0   \n",
       "Minnesota                       0        0        0        0        0   \n",
       "Mississippi                     0        0        0        0        0   \n",
       "Missouri                        0        0        0        0        0   \n",
       "Montana                         0        0        0        0        0   \n",
       "Nebraska                        0        0        0        0        0   \n",
       "Nevada                          0        0        0        0        0   \n",
       "New Hampshire                   0        0        0        0        0   \n",
       "New Jersey                      0        0        0        0        0   \n",
       "New Mexico                      0        0        0        0        0   \n",
       "New York                        0        0        0        0        0   \n",
       "North Carolina                  0        0        0        0        0   \n",
       "North Dakota                    0        0        0        0        0   \n",
       "Northern Mariana Islands        0        0        0        0        0   \n",
       "Ohio                            0        0        0        0        0   \n",
       "Oklahoma                        0        0        0        0        0   \n",
       "Oregon                          0        0        0        0        0   \n",
       "Pennsylvania                    0        0        0        0        0   \n",
       "Puerto Rico                     0        0        0        0        0   \n",
       "Rhode Island                    0        0        0        0        0   \n",
       "South Carolina                  0        0        0        0        0   \n",
       "South Dakota                    0        0        0        0        0   \n",
       "Tennessee                       0        0        0        0        0   \n",
       "Texas                           0        0        0        0        0   \n",
       "Utah                            0        0        0        0        0   \n",
       "Vermont                         0        0        0        0        0   \n",
       "Virgin Islands                  0        0        0        0        0   \n",
       "Virginia                        0        0        0        0        0   \n",
       "Washington                      0        0        0        0        0   \n",
       "West Virginia                   0        0        0        0        0   \n",
       "Wisconsin                       0        0        0        0        0   \n",
       "Wyoming                         0        0        0        0        0   \n",
       "\n",
       "                           ...     3/25/20  3/26/20  3/27/20  3/28/20  \\\n",
       "State                      ...                                          \n",
       "Alabama                    ...           1        1        4        4   \n",
       "Alaska                     ...           1        1        1        2   \n",
       "American Samoa             ...           0        0        0        0   \n",
       "Arizona                    ...           6        8       13       15   \n",
       "Arkansas                   ...           2        2        3        5   \n",
       "California                 ...          65       81       94      110   \n",
       "Colorado                   ...          16       19       27       31   \n",
       "Connecticut                ...          19       21       27       33   \n",
       "Delaware                   ...           0        1        2        5   \n",
       "Diamond Princess           ...           0        0        0        0   \n",
       "District of Columbia       ...           2        3        3        4   \n",
       "Florida                    ...          23       29       35       54   \n",
       "Georgia                    ...          40       48       64       69   \n",
       "Grand Princess             ...           1        1        3        3   \n",
       "Guam                       ...           1        1        1        1   \n",
       "Hawaii                     ...           0        0        0        0   \n",
       "Idaho                      ...           0        3        3        4   \n",
       "Illinois                   ...          19       26       34       47   \n",
       "Indiana                    ...          14       17       25       31   \n",
       "Iowa                       ...           1        1        3        3   \n",
       "Kansas                     ...           3        3        4        4   \n",
       "Kentucky                   ...           5        5        7        9   \n",
       "Louisiana                  ...          65       83      119      137   \n",
       "Maine                      ...           0        0        1        1   \n",
       "Maryland                   ...           4        4        5        5   \n",
       "Massachusetts              ...          15       25       35       44   \n",
       "Michigan                   ...          43       61       92      111   \n",
       "Minnesota                  ...           1        2        4        5   \n",
       "Mississippi                ...           3        6        8       13   \n",
       "Missouri                   ...           8        9        9       10   \n",
       "Montana                    ...           0        0        1        1   \n",
       "Nebraska                   ...           0        0        0        2   \n",
       "Nevada                     ...           6       10       10       10   \n",
       "New Hampshire              ...           1        1        1        2   \n",
       "New Jersey                 ...          62       81      108      140   \n",
       "New Mexico                 ...           1        1        1        1   \n",
       "New York                   ...         285      385      527      728   \n",
       "North Carolina             ...           2        3        4        5   \n",
       "North Dakota               ...           0        0        1        1   \n",
       "Northern Mariana Islands   ...           0        0        0        0   \n",
       "Ohio                       ...          11       15       19       25   \n",
       "Oklahoma                   ...           5        7        8       15   \n",
       "Oregon                     ...          10       11       12       13   \n",
       "Pennsylvania               ...          15       18       22       34   \n",
       "Puerto Rico                ...           2        2        3        3   \n",
       "Rhode Island               ...           0        0        0        2   \n",
       "South Carolina             ...           7        9       13       15   \n",
       "South Dakota               ...           1        1        1        1   \n",
       "Tennessee                  ...           3        3        6        7   \n",
       "Texas                      ...          15       21       26       30   \n",
       "Utah                       ...           1        1        1        1   \n",
       "Vermont                    ...           8        9       10       12   \n",
       "Virgin Islands             ...           0        0        0        0   \n",
       "Virginia                   ...           9       10       10       13   \n",
       "Washington                 ...         133      150      157      188   \n",
       "West Virginia              ...           0        0        0        0   \n",
       "Wisconsin                  ...           7       10       14       17   \n",
       "Wyoming                    ...           0        0        0        0   \n",
       "\n",
       "                          3/29/20  3/30/20  3/31/20  4/01/20  4/02/20  4/03/20  \n",
       "State                                                                           \n",
       "Alabama                        10       10       23       27       32        0  \n",
       "Alaska                          2        3        3        3        3        0  \n",
       "American Samoa                  0        0        0        0        0        0  \n",
       "Arizona                        17       20       24       29       32        0  \n",
       "Arkansas                        6        7        8       10       12        0  \n",
       "California                    124      146      173      199      238        0  \n",
       "Colorado                       47       47       69       69       80        0  \n",
       "Connecticut                    34       36       69       85      112        0  \n",
       "Delaware                        6        6       10       11       12        0  \n",
       "Diamond Princess                0        0        0        0        0        0  \n",
       "District of Columbia            5        9        9        9       12        0  \n",
       "Florida                        56       63       85       87      164        0  \n",
       "Georgia                        80       87      111      139      163        0  \n",
       "Grand Princess                  3        3        3        3        3        0  \n",
       "Guam                            1        1        2        3        3        0  \n",
       "Hawaii                          0        0        0        1        1        0  \n",
       "Idaho                           5        6        8        9        9        0  \n",
       "Illinois                       66       73       99      141      163        0  \n",
       "Indiana                        32       35       49       65       78        0  \n",
       "Iowa                            4        6        7        9       11        0  \n",
       "Kansas                          7        8        9       10       12        0  \n",
       "Kentucky                        9       11       11       18       31        0  \n",
       "Louisiana                     151      185      239      273      310        0  \n",
       "Maine                           3        3        5        5        7        0  \n",
       "Maryland                       10       15       18       31       36        0  \n",
       "Massachusetts                  48       56       89      122      154        0  \n",
       "Michigan                      132      184      259      335      417        0  \n",
       "Minnesota                       9       10       12       17       18        0  \n",
       "Mississippi                    14       16       20       22       26        0  \n",
       "Missouri                       13       13       15       18       22        0  \n",
       "Montana                         1        5        5        6        6        0  \n",
       "Nebraska                        2        2        3        4        5        0  \n",
       "Nevada                         15       15       26       31       38        0  \n",
       "New Hampshire                   2        3        3        3        3        0  \n",
       "New Jersey                    161      198      267      355      537        0  \n",
       "New Mexico                      2        2        4        5        6        0  \n",
       "New York                      965     1218     1550     1941     2373        0  \n",
       "North Carolina                  7        7       12       14       21        0  \n",
       "North Dakota                    1        2        3        3        3        0  \n",
       "Northern Mariana Islands        0        0        0        1        1        0  \n",
       "Ohio                           29       40       55       65       81        0  \n",
       "Oklahoma                       16       16       23       30       34        0  \n",
       "Oregon                         13       16       18       19       21        0  \n",
       "Pennsylvania                   41       50       63       74       90        0  \n",
       "Puerto Rico                     3        6        8       11       12        0  \n",
       "Rhode Island                    3        4        8       10       12        0  \n",
       "South Carolina                 16       18       22       26       31        0  \n",
       "South Dakota                    1        1        1        2        2        0  \n",
       "Tennessee                       8       14       23       24       36        0  \n",
       "Texas                          37       45       54       66       77        0  \n",
       "Utah                            2        4        5        5        7        0  \n",
       "Vermont                        12       12       13       16       17        0  \n",
       "Virgin Islands                  0        0        0        0        0        0  \n",
       "Virginia                       20       15       27       34       41        0  \n",
       "Washington                    198      205      225      234      271        0  \n",
       "West Virginia                   0        1        1        1        2        0  \n",
       "Wisconsin                      18       20       25       27       38        0  \n",
       "Wyoming                         0        0        0        0        0        0  \n",
       "\n",
       "[58 rows x 73 columns]"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dft = pd.DataFrame({ daily_date :  np.array([0] * df_deaths.shape[0], dtype='int32'), })\n",
    "df_deaths.insert(df_deaths.shape[1], daily_date, dft.values)\n",
    "df_deaths"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Insert daily death totals in to df_deaths"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>1/22/20</th>\n",
       "      <th>1/23/20</th>\n",
       "      <th>1/24/20</th>\n",
       "      <th>1/25/20</th>\n",
       "      <th>1/26/20</th>\n",
       "      <th>1/27/20</th>\n",
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       "      <th>1/29/20</th>\n",
       "      <th>1/30/20</th>\n",
       "      <th>1/31/20</th>\n",
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       "      <th>3/25/20</th>\n",
       "      <th>3/26/20</th>\n",
       "      <th>3/27/20</th>\n",
       "      <th>3/28/20</th>\n",
       "      <th>3/29/20</th>\n",
       "      <th>3/30/20</th>\n",
       "      <th>3/31/20</th>\n",
       "      <th>4/01/20</th>\n",
       "      <th>4/02/20</th>\n",
       "      <th>4/03/20</th>\n",
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       "    <tr>\n",
       "      <th>State</th>\n",
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       "      <th></th>\n",
       "      <th></th>\n",
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       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Alabama</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>10</td>\n",
       "      <td>10</td>\n",
       "      <td>23</td>\n",
       "      <td>27</td>\n",
       "      <td>32</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Alaska</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>American Samoa</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Arizona</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>8</td>\n",
       "      <td>13</td>\n",
       "      <td>15</td>\n",
       "      <td>17</td>\n",
       "      <td>20</td>\n",
       "      <td>24</td>\n",
       "      <td>29</td>\n",
       "      <td>32</td>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Arkansas</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>6</td>\n",
       "      <td>7</td>\n",
       "      <td>8</td>\n",
       "      <td>10</td>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>California</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>65</td>\n",
       "      <td>81</td>\n",
       "      <td>94</td>\n",
       "      <td>110</td>\n",
       "      <td>124</td>\n",
       "      <td>146</td>\n",
       "      <td>173</td>\n",
       "      <td>199</td>\n",
       "      <td>238</td>\n",
       "      <td>265</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Colorado</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>16</td>\n",
       "      <td>19</td>\n",
       "      <td>27</td>\n",
       "      <td>31</td>\n",
       "      <td>47</td>\n",
       "      <td>47</td>\n",
       "      <td>69</td>\n",
       "      <td>69</td>\n",
       "      <td>80</td>\n",
       "      <td>97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Connecticut</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>19</td>\n",
       "      <td>21</td>\n",
       "      <td>27</td>\n",
       "      <td>33</td>\n",
       "      <td>34</td>\n",
       "      <td>36</td>\n",
       "      <td>69</td>\n",
       "      <td>85</td>\n",
       "      <td>112</td>\n",
       "      <td>131</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Delaware</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>5</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>11</td>\n",
       "      <td>12</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Diamond Princess</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>District of Columbia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>12</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Florida</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>23</td>\n",
       "      <td>29</td>\n",
       "      <td>35</td>\n",
       "      <td>54</td>\n",
       "      <td>56</td>\n",
       "      <td>63</td>\n",
       "      <td>85</td>\n",
       "      <td>87</td>\n",
       "      <td>164</td>\n",
       "      <td>170</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Georgia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>40</td>\n",
       "      <td>48</td>\n",
       "      <td>64</td>\n",
       "      <td>69</td>\n",
       "      <td>80</td>\n",
       "      <td>87</td>\n",
       "      <td>111</td>\n",
       "      <td>139</td>\n",
       "      <td>163</td>\n",
       "      <td>184</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Grand Princess</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Guam</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Hawaii</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Idaho</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>6</td>\n",
       "      <td>8</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Illinois</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>19</td>\n",
       "      <td>26</td>\n",
       "      <td>34</td>\n",
       "      <td>47</td>\n",
       "      <td>66</td>\n",
       "      <td>73</td>\n",
       "      <td>99</td>\n",
       "      <td>141</td>\n",
       "      <td>163</td>\n",
       "      <td>210</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Indiana</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>17</td>\n",
       "      <td>25</td>\n",
       "      <td>31</td>\n",
       "      <td>32</td>\n",
       "      <td>35</td>\n",
       "      <td>49</td>\n",
       "      <td>65</td>\n",
       "      <td>78</td>\n",
       "      <td>102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Iowa</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>6</td>\n",
       "      <td>7</td>\n",
       "      <td>9</td>\n",
       "      <td>11</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kansas</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>7</td>\n",
       "      <td>8</td>\n",
       "      <td>9</td>\n",
       "      <td>10</td>\n",
       "      <td>12</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kentucky</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>11</td>\n",
       "      <td>11</td>\n",
       "      <td>18</td>\n",
       "      <td>31</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Louisiana</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>65</td>\n",
       "      <td>83</td>\n",
       "      <td>119</td>\n",
       "      <td>137</td>\n",
       "      <td>151</td>\n",
       "      <td>185</td>\n",
       "      <td>239</td>\n",
       "      <td>273</td>\n",
       "      <td>310</td>\n",
       "      <td>370</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Maine</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Maryland</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>10</td>\n",
       "      <td>15</td>\n",
       "      <td>18</td>\n",
       "      <td>31</td>\n",
       "      <td>36</td>\n",
       "      <td>43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Massachusetts</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>25</td>\n",
       "      <td>35</td>\n",
       "      <td>44</td>\n",
       "      <td>48</td>\n",
       "      <td>56</td>\n",
       "      <td>89</td>\n",
       "      <td>122</td>\n",
       "      <td>154</td>\n",
       "      <td>192</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Michigan</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>43</td>\n",
       "      <td>61</td>\n",
       "      <td>92</td>\n",
       "      <td>111</td>\n",
       "      <td>132</td>\n",
       "      <td>184</td>\n",
       "      <td>259</td>\n",
       "      <td>335</td>\n",
       "      <td>417</td>\n",
       "      <td>479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Minnesota</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>9</td>\n",
       "      <td>10</td>\n",
       "      <td>12</td>\n",
       "      <td>17</td>\n",
       "      <td>18</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mississippi</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>8</td>\n",
       "      <td>13</td>\n",
       "      <td>14</td>\n",
       "      <td>16</td>\n",
       "      <td>20</td>\n",
       "      <td>22</td>\n",
       "      <td>26</td>\n",
       "      <td>29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Missouri</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>10</td>\n",
       "      <td>13</td>\n",
       "      <td>13</td>\n",
       "      <td>15</td>\n",
       "      <td>18</td>\n",
       "      <td>22</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Montana</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nebraska</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nevada</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>10</td>\n",
       "      <td>10</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>26</td>\n",
       "      <td>31</td>\n",
       "      <td>38</td>\n",
       "      <td>43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Hampshire</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Jersey</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>62</td>\n",
       "      <td>81</td>\n",
       "      <td>108</td>\n",
       "      <td>140</td>\n",
       "      <td>161</td>\n",
       "      <td>198</td>\n",
       "      <td>267</td>\n",
       "      <td>355</td>\n",
       "      <td>537</td>\n",
       "      <td>646</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New Mexico</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New York</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>285</td>\n",
       "      <td>385</td>\n",
       "      <td>527</td>\n",
       "      <td>728</td>\n",
       "      <td>965</td>\n",
       "      <td>1218</td>\n",
       "      <td>1550</td>\n",
       "      <td>1941</td>\n",
       "      <td>2373</td>\n",
       "      <td>2935</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>North Carolina</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>12</td>\n",
       "      <td>14</td>\n",
       "      <td>21</td>\n",
       "      <td>27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>North Dakota</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Northern Mariana Islands</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ohio</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>11</td>\n",
       "      <td>15</td>\n",
       "      <td>19</td>\n",
       "      <td>25</td>\n",
       "      <td>29</td>\n",
       "      <td>40</td>\n",
       "      <td>55</td>\n",
       "      <td>65</td>\n",
       "      <td>81</td>\n",
       "      <td>91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Oklahoma</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "      <td>8</td>\n",
       "      <td>15</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>23</td>\n",
       "      <td>30</td>\n",
       "      <td>34</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Oregon</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>10</td>\n",
       "      <td>11</td>\n",
       "      <td>12</td>\n",
       "      <td>13</td>\n",
       "      <td>13</td>\n",
       "      <td>16</td>\n",
       "      <td>18</td>\n",
       "      <td>19</td>\n",
       "      <td>21</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Pennsylvania</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>18</td>\n",
       "      <td>22</td>\n",
       "      <td>34</td>\n",
       "      <td>41</td>\n",
       "      <td>50</td>\n",
       "      <td>63</td>\n",
       "      <td>74</td>\n",
       "      <td>90</td>\n",
       "      <td>102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Puerto Rico</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>8</td>\n",
       "      <td>11</td>\n",
       "      <td>12</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Rhode Island</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "      <td>8</td>\n",
       "      <td>10</td>\n",
       "      <td>12</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>South Carolina</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>9</td>\n",
       "      <td>13</td>\n",
       "      <td>15</td>\n",
       "      <td>16</td>\n",
       "      <td>18</td>\n",
       "      <td>22</td>\n",
       "      <td>26</td>\n",
       "      <td>31</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>South Dakota</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tennessee</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>7</td>\n",
       "      <td>8</td>\n",
       "      <td>14</td>\n",
       "      <td>23</td>\n",
       "      <td>24</td>\n",
       "      <td>36</td>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Texas</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>21</td>\n",
       "      <td>26</td>\n",
       "      <td>30</td>\n",
       "      <td>37</td>\n",
       "      <td>45</td>\n",
       "      <td>54</td>\n",
       "      <td>66</td>\n",
       "      <td>77</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Utah</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Vermont</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>9</td>\n",
       "      <td>10</td>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "      <td>13</td>\n",
       "      <td>16</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Virgin Islands</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Virginia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>9</td>\n",
       "      <td>10</td>\n",
       "      <td>10</td>\n",
       "      <td>13</td>\n",
       "      <td>20</td>\n",
       "      <td>15</td>\n",
       "      <td>27</td>\n",
       "      <td>34</td>\n",
       "      <td>41</td>\n",
       "      <td>46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Washington</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>133</td>\n",
       "      <td>150</td>\n",
       "      <td>157</td>\n",
       "      <td>188</td>\n",
       "      <td>198</td>\n",
       "      <td>205</td>\n",
       "      <td>225</td>\n",
       "      <td>234</td>\n",
       "      <td>271</td>\n",
       "      <td>291</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>West Virginia</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wisconsin</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>7</td>\n",
       "      <td>10</td>\n",
       "      <td>14</td>\n",
       "      <td>17</td>\n",
       "      <td>18</td>\n",
       "      <td>20</td>\n",
       "      <td>25</td>\n",
       "      <td>27</td>\n",
       "      <td>38</td>\n",
       "      <td>51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wyoming</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>58 rows × 73 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                          1/22/20  1/23/20  1/24/20  1/25/20  1/26/20  \\\n",
       "State                                                                   \n",
       "Alabama                         0        0        0        0        0   \n",
       "Alaska                          0        0        0        0        0   \n",
       "American Samoa                  0        0        0        0        0   \n",
       "Arizona                         0        0        0        0        0   \n",
       "Arkansas                        0        0        0        0        0   \n",
       "California                      0        0        0        0        0   \n",
       "Colorado                        0        0        0        0        0   \n",
       "Connecticut                     0        0        0        0        0   \n",
       "Delaware                        0        0        0        0        0   \n",
       "Diamond Princess                0        0        0        0        0   \n",
       "District of Columbia            0        0        0        0        0   \n",
       "Florida                         0        0        0        0        0   \n",
       "Georgia                         0        0        0        0        0   \n",
       "Grand Princess                  0        0        0        0        0   \n",
       "Guam                            0        0        0        0        0   \n",
       "Hawaii                          0        0        0        0        0   \n",
       "Idaho                           0        0        0        0        0   \n",
       "Illinois                        0        0        0        0        0   \n",
       "Indiana                         0        0        0        0        0   \n",
       "Iowa                            0        0        0        0        0   \n",
       "Kansas                          0        0        0        0        0   \n",
       "Kentucky                        0        0        0        0        0   \n",
       "Louisiana                       0        0        0        0        0   \n",
       "Maine                           0        0        0        0        0   \n",
       "Maryland                        0        0        0        0        0   \n",
       "Massachusetts                   0        0        0        0        0   \n",
       "Michigan                        0        0        0        0        0   \n",
       "Minnesota                       0        0        0        0        0   \n",
       "Mississippi                     0        0        0        0        0   \n",
       "Missouri                        0        0        0        0        0   \n",
       "Montana                         0        0        0        0        0   \n",
       "Nebraska                        0        0        0        0        0   \n",
       "Nevada                          0        0        0        0        0   \n",
       "New Hampshire                   0        0        0        0        0   \n",
       "New Jersey                      0        0        0        0        0   \n",
       "New Mexico                      0        0        0        0        0   \n",
       "New York                        0        0        0        0        0   \n",
       "North Carolina                  0        0        0        0        0   \n",
       "North Dakota                    0        0        0        0        0   \n",
       "Northern Mariana Islands        0        0        0        0        0   \n",
       "Ohio                            0        0        0        0        0   \n",
       "Oklahoma                        0        0        0        0        0   \n",
       "Oregon                          0        0        0        0        0   \n",
       "Pennsylvania                    0        0        0        0        0   \n",
       "Puerto Rico                     0        0        0        0        0   \n",
       "Rhode Island                    0        0        0        0        0   \n",
       "South Carolina                  0        0        0        0        0   \n",
       "South Dakota                    0        0        0        0        0   \n",
       "Tennessee                       0        0        0        0        0   \n",
       "Texas                           0        0        0        0        0   \n",
       "Utah                            0        0        0        0        0   \n",
       "Vermont                         0        0        0        0        0   \n",
       "Virgin Islands                  0        0        0        0        0   \n",
       "Virginia                        0        0        0        0        0   \n",
       "Washington                      0        0        0        0        0   \n",
       "West Virginia                   0        0        0        0        0   \n",
       "Wisconsin                       0        0        0        0        0   \n",
       "Wyoming                         0        0        0        0        0   \n",
       "\n",
       "                          1/27/20  1/28/20  1/29/20  1/30/20  1/31/20  \\\n",
       "State                                                                   \n",
       "Alabama                         0        0        0        0        0   \n",
       "Alaska                          0        0        0        0        0   \n",
       "American Samoa                  0        0        0        0        0   \n",
       "Arizona                         0        0        0        0        0   \n",
       "Arkansas                        0        0        0        0        0   \n",
       "California                      0        0        0        0        0   \n",
       "Colorado                        0        0        0        0        0   \n",
       "Connecticut                     0        0        0        0        0   \n",
       "Delaware                        0        0        0        0        0   \n",
       "Diamond Princess                0        0        0        0        0   \n",
       "District of Columbia            0        0        0        0        0   \n",
       "Florida                         0        0        0        0        0   \n",
       "Georgia                         0        0        0        0        0   \n",
       "Grand Princess                  0        0        0        0        0   \n",
       "Guam                            0        0        0        0        0   \n",
       "Hawaii                          0        0        0        0        0   \n",
       "Idaho                           0        0        0        0        0   \n",
       "Illinois                        0        0        0        0        0   \n",
       "Indiana                         0        0        0        0        0   \n",
       "Iowa                            0        0        0        0        0   \n",
       "Kansas                          0        0        0        0        0   \n",
       "Kentucky                        0        0        0        0        0   \n",
       "Louisiana                       0        0        0        0        0   \n",
       "Maine                           0        0        0        0        0   \n",
       "Maryland                        0        0        0        0        0   \n",
       "Massachusetts                   0        0        0        0        0   \n",
       "Michigan                        0        0        0        0        0   \n",
       "Minnesota                       0        0        0        0        0   \n",
       "Mississippi                     0        0        0        0        0   \n",
       "Missouri                        0        0        0        0        0   \n",
       "Montana                         0        0        0        0        0   \n",
       "Nebraska                        0        0        0        0        0   \n",
       "Nevada                          0        0        0        0        0   \n",
       "New Hampshire                   0        0        0        0        0   \n",
       "New Jersey                      0        0        0        0        0   \n",
       "New Mexico                      0        0        0        0        0   \n",
       "New York                        0        0        0        0        0   \n",
       "North Carolina                  0        0        0        0        0   \n",
       "North Dakota                    0        0        0        0        0   \n",
       "Northern Mariana Islands        0        0        0        0        0   \n",
       "Ohio                            0        0        0        0        0   \n",
       "Oklahoma                        0        0        0        0        0   \n",
       "Oregon                          0        0        0        0        0   \n",
       "Pennsylvania                    0        0        0        0        0   \n",
       "Puerto Rico                     0        0        0        0        0   \n",
       "Rhode Island                    0        0        0        0        0   \n",
       "South Carolina                  0        0        0        0        0   \n",
       "South Dakota                    0        0        0        0        0   \n",
       "Tennessee                       0        0        0        0        0   \n",
       "Texas                           0        0        0        0        0   \n",
       "Utah                            0        0        0        0        0   \n",
       "Vermont                         0        0        0        0        0   \n",
       "Virgin Islands                  0        0        0        0        0   \n",
       "Virginia                        0        0        0        0        0   \n",
       "Washington                      0        0        0        0        0   \n",
       "West Virginia                   0        0        0        0        0   \n",
       "Wisconsin                       0        0        0        0        0   \n",
       "Wyoming                         0        0        0        0        0   \n",
       "\n",
       "                           ...     3/25/20  3/26/20  3/27/20  3/28/20  \\\n",
       "State                      ...                                          \n",
       "Alabama                    ...           1        1        4        4   \n",
       "Alaska                     ...           1        1        1        2   \n",
       "American Samoa             ...           0        0        0        0   \n",
       "Arizona                    ...           6        8       13       15   \n",
       "Arkansas                   ...           2        2        3        5   \n",
       "California                 ...          65       81       94      110   \n",
       "Colorado                   ...          16       19       27       31   \n",
       "Connecticut                ...          19       21       27       33   \n",
       "Delaware                   ...           0        1        2        5   \n",
       "Diamond Princess           ...           0        0        0        0   \n",
       "District of Columbia       ...           2        3        3        4   \n",
       "Florida                    ...          23       29       35       54   \n",
       "Georgia                    ...          40       48       64       69   \n",
       "Grand Princess             ...           1        1        3        3   \n",
       "Guam                       ...           1        1        1        1   \n",
       "Hawaii                     ...           0        0        0        0   \n",
       "Idaho                      ...           0        3        3        4   \n",
       "Illinois                   ...          19       26       34       47   \n",
       "Indiana                    ...          14       17       25       31   \n",
       "Iowa                       ...           1        1        3        3   \n",
       "Kansas                     ...           3        3        4        4   \n",
       "Kentucky                   ...           5        5        7        9   \n",
       "Louisiana                  ...          65       83      119      137   \n",
       "Maine                      ...           0        0        1        1   \n",
       "Maryland                   ...           4        4        5        5   \n",
       "Massachusetts              ...          15       25       35       44   \n",
       "Michigan                   ...          43       61       92      111   \n",
       "Minnesota                  ...           1        2        4        5   \n",
       "Mississippi                ...           3        6        8       13   \n",
       "Missouri                   ...           8        9        9       10   \n",
       "Montana                    ...           0        0        1        1   \n",
       "Nebraska                   ...           0        0        0        2   \n",
       "Nevada                     ...           6       10       10       10   \n",
       "New Hampshire              ...           1        1        1        2   \n",
       "New Jersey                 ...          62       81      108      140   \n",
       "New Mexico                 ...           1        1        1        1   \n",
       "New York                   ...         285      385      527      728   \n",
       "North Carolina             ...           2        3        4        5   \n",
       "North Dakota               ...           0        0        1        1   \n",
       "Northern Mariana Islands   ...           0        0        0        0   \n",
       "Ohio                       ...          11       15       19       25   \n",
       "Oklahoma                   ...           5        7        8       15   \n",
       "Oregon                     ...          10       11       12       13   \n",
       "Pennsylvania               ...          15       18       22       34   \n",
       "Puerto Rico                ...           2        2        3        3   \n",
       "Rhode Island               ...           0        0        0        2   \n",
       "South Carolina             ...           7        9       13       15   \n",
       "South Dakota               ...           1        1        1        1   \n",
       "Tennessee                  ...           3        3        6        7   \n",
       "Texas                      ...          15       21       26       30   \n",
       "Utah                       ...           1        1        1        1   \n",
       "Vermont                    ...           8        9       10       12   \n",
       "Virgin Islands             ...           0        0        0        0   \n",
       "Virginia                   ...           9       10       10       13   \n",
       "Washington                 ...         133      150      157      188   \n",
       "West Virginia              ...           0        0        0        0   \n",
       "Wisconsin                  ...           7       10       14       17   \n",
       "Wyoming                    ...           0        0        0        0   \n",
       "\n",
       "                          3/29/20  3/30/20  3/31/20  4/01/20  4/02/20  4/03/20  \n",
       "State                                                                           \n",
       "Alabama                        10       10       23       27       32       38  \n",
       "Alaska                          2        3        3        3        3        3  \n",
       "American Samoa                  0        0        0        0        0        0  \n",
       "Arizona                        17       20       24       29       32       41  \n",
       "Arkansas                        6        7        8       10       12       12  \n",
       "California                    124      146      173      199      238      265  \n",
       "Colorado                       47       47       69       69       80       97  \n",
       "Connecticut                    34       36       69       85      112      131  \n",
       "Delaware                        6        6       10       11       12       14  \n",
       "Diamond Princess                0        0        0        0        0        0  \n",
       "District of Columbia            5        9        9        9       12       15  \n",
       "Florida                        56       63       85       87      164      170  \n",
       "Georgia                        80       87      111      139      163      184  \n",
       "Grand Princess                  3        3        3        3        3        3  \n",
       "Guam                            1        1        2        3        3        4  \n",
       "Hawaii                          0        0        0        1        1        3  \n",
       "Idaho                           5        6        8        9        9        9  \n",
       "Illinois                       66       73       99      141      163      210  \n",
       "Indiana                        32       35       49       65       78      102  \n",
       "Iowa                            4        6        7        9       11       11  \n",
       "Kansas                          7        8        9       10       12       18  \n",
       "Kentucky                        9       11       11       18       31       34  \n",
       "Louisiana                     151      185      239      273      310      370  \n",
       "Maine                           3        3        5        5        7        9  \n",
       "Maryland                       10       15       18       31       36       43  \n",
       "Massachusetts                  48       56       89      122      154      192  \n",
       "Michigan                      132      184      259      335      417      479  \n",
       "Minnesota                       9       10       12       17       18       22  \n",
       "Mississippi                    14       16       20       22       26       29  \n",
       "Missouri                       13       13       15       18       22       25  \n",
       "Montana                         1        5        5        6        6        5  \n",
       "Nebraska                        2        2        3        4        5        6  \n",
       "Nevada                         15       15       26       31       38       43  \n",
       "New Hampshire                   2        3        3        3        3        5  \n",
       "New Jersey                    161      198      267      355      537      646  \n",
       "New Mexico                      2        2        4        5        6       10  \n",
       "New York                      965     1218     1550     1941     2373     2935  \n",
       "North Carolina                  7        7       12       14       21       27  \n",
       "North Dakota                    1        2        3        3        3        3  \n",
       "Northern Mariana Islands        0        0        0        1        1        1  \n",
       "Ohio                           29       40       55       65       81       91  \n",
       "Oklahoma                       16       16       23       30       34       38  \n",
       "Oregon                         13       16       18       19       21       22  \n",
       "Pennsylvania                   41       50       63       74       90      102  \n",
       "Puerto Rico                     3        6        8       11       12       15  \n",
       "Rhode Island                    3        4        8       10       12       14  \n",
       "South Carolina                 16       18       22       26       31       34  \n",
       "South Dakota                    1        1        1        2        2        2  \n",
       "Tennessee                       8       14       23       24       36       41  \n",
       "Texas                          37       45       54       66       77      100  \n",
       "Utah                            2        4        5        5        7        7  \n",
       "Vermont                        12       12       13       16       17       17  \n",
       "Virgin Islands                  0        0        0        0        0        0  \n",
       "Virginia                       20       15       27       34       41       46  \n",
       "Washington                    198      205      225      234      271      291  \n",
       "West Virginia                   0        1        1        1        2        2  \n",
       "Wisconsin                      18       20       25       27       38       51  \n",
       "Wyoming                         0        0        0        0        0        0  \n",
       "\n",
       "[58 rows x 73 columns]"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "for index, row in df_daily_deaths.iterrows():    \n",
    "    if index in df_deaths.index:\n",
    "        df_deaths.at[index, daily_date] = row['Deaths']       \n",
    "df_deaths"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Copy Death and Cases Dataframe to csv"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_deaths.to_csv(death_datafile, encoding='utf-8')\n",
    "df_cases.to_csv(cases_datafile, encoding='utf-8')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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