CovidMaps.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Covid-19 Week to Week % Change in New Cases by Parish\n",
    "\n",
    "This notebook will created maps for comparing weekly new cases by parish for Louisiana, as well as a timelaps video \n",
    "\n",
    "[Watch Latest Video](https://youtu.be/DNYIbDoINaw)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "#change to true to regenerate video\n",
    "create_new_video = False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.gridspec as gridspec\n",
    "from matplotlib.colors import Normalize\n",
    "from matplotlib.colors import TwoSlopeNorm\n",
    "#from matplotlib.colors import SymLogNorm  #yikes\n",
    "from matplotlib.dates import DateFormatter\n",
    "import geoplot as gplt\n",
    "import geopandas as gpd\n",
    "import geoplot.crs as gcrs\n",
    "\n",
    "import datetime"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = gpd.read_file('./uscensus/cb_2018_us_county_500k.shp')\n",
    "df = df[df['STATEFP']=='22']\n",
    "df['FIPS'] = (df['STATEFP'].astype(int) * 1000) + df['COUNTYFP'].astype(int)\n",
    "df.index = df['NAME']\n",
    "df['GEOID'] = df['GEOID'].astype(int)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "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>STATEFP</th>\n",
       "      <th>COUNTYFP</th>\n",
       "      <th>COUNTYNS</th>\n",
       "      <th>AFFGEOID</th>\n",
       "      <th>GEOID</th>\n",
       "      <th>NAME</th>\n",
       "      <th>LSAD</th>\n",
       "      <th>ALAND</th>\n",
       "      <th>AWATER</th>\n",
       "      <th>geometry</th>\n",
       "      <th>FIPS</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NAME</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
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       "      <th></th>\n",
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       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Acadia</th>\n",
       "      <td>22</td>\n",
       "      <td>001</td>\n",
       "      <td>00558389</td>\n",
       "      <td>0500000US22001</td>\n",
       "      <td>22001</td>\n",
       "      <td>Acadia</td>\n",
       "      <td>15</td>\n",
       "      <td>1696880710</td>\n",
       "      <td>5918557</td>\n",
       "      <td>POLYGON ((-92.63229 30.31708, -92.62923 30.318...</td>\n",
       "      <td>22001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Avoyelles</th>\n",
       "      <td>22</td>\n",
       "      <td>009</td>\n",
       "      <td>00558424</td>\n",
       "      <td>0500000US22009</td>\n",
       "      <td>22009</td>\n",
       "      <td>Avoyelles</td>\n",
       "      <td>15</td>\n",
       "      <td>2154960192</td>\n",
       "      <td>87260913</td>\n",
       "      <td>POLYGON ((-92.28074 30.96507, -92.21691 30.965...</td>\n",
       "      <td>22009</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          STATEFP COUNTYFP  COUNTYNS        AFFGEOID  GEOID       NAME LSAD  \\\n",
       "NAME                                                                          \n",
       "Acadia         22      001  00558389  0500000US22001  22001     Acadia   15   \n",
       "Avoyelles      22      009  00558424  0500000US22009  22009  Avoyelles   15   \n",
       "\n",
       "                ALAND    AWATER  \\\n",
       "NAME                              \n",
       "Acadia     1696880710   5918557   \n",
       "Avoyelles  2154960192  87260913   \n",
       "\n",
       "                                                    geometry   FIPS  \n",
       "NAME                                                                 \n",
       "Acadia     POLYGON ((-92.63229 30.31708, -92.62923 30.318...  22001  \n",
       "Avoyelles  POLYGON ((-92.28074 30.96507, -92.21691 30.965...  22009  "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head(2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "covid_df = pd.read_excel(\"./LaDeptHealth/LA_COVID_TESTBYDAY_PARISH_PUBLICUSE.xlsx\")\n",
    "covid_df['Parish'] = covid_df['Parish'].str.replace('DeSoto', 'De Soto') #De Soto fix"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "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>Lab Collection Date</th>\n",
       "      <th>Parish</th>\n",
       "      <th>Daily Test Count</th>\n",
       "      <th>Daily Negative Test Count</th>\n",
       "      <th>Daily Positive Test Count</th>\n",
       "      <th>Daily Case Count</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2022-07-23_Winn</th>\n",
       "      <td>2022-07-23</td>\n",
       "      <td>Winn</td>\n",
       "      <td>16</td>\n",
       "      <td>7</td>\n",
       "      <td>9</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-07-24_Winn</th>\n",
       "      <td>2022-07-24</td>\n",
       "      <td>Winn</td>\n",
       "      <td>16</td>\n",
       "      <td>10</td>\n",
       "      <td>6</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-07-25_Winn</th>\n",
       "      <td>2022-07-25</td>\n",
       "      <td>Winn</td>\n",
       "      <td>56</td>\n",
       "      <td>42</td>\n",
       "      <td>14</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-07-26_Winn</th>\n",
       "      <td>2022-07-26</td>\n",
       "      <td>Winn</td>\n",
       "      <td>34</td>\n",
       "      <td>24</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-07-27_Winn</th>\n",
       "      <td>2022-07-27</td>\n",
       "      <td>Winn</td>\n",
       "      <td>16</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                Lab Collection Date Parish  Daily Test Count  \\\n",
       "2022-07-23_Winn          2022-07-23   Winn                16   \n",
       "2022-07-24_Winn          2022-07-24   Winn                16   \n",
       "2022-07-25_Winn          2022-07-25   Winn                56   \n",
       "2022-07-26_Winn          2022-07-26   Winn                34   \n",
       "2022-07-27_Winn          2022-07-27   Winn                16   \n",
       "\n",
       "                 Daily Negative Test Count  Daily Positive Test Count  \\\n",
       "2022-07-23_Winn                          7                          9   \n",
       "2022-07-24_Winn                         10                          6   \n",
       "2022-07-25_Winn                         42                         14   \n",
       "2022-07-26_Winn                         24                         10   \n",
       "2022-07-27_Winn                          8                          8   \n",
       "\n",
       "                 Daily Case Count  \n",
       "2022-07-23_Winn                 7  \n",
       "2022-07-24_Winn                 3  \n",
       "2022-07-25_Winn                 5  \n",
       "2022-07-26_Winn                 5  \n",
       "2022-07-27_Winn                 6  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "covid_df.index = covid_df['Lab Collection Date'].dt.strftime('%Y-%m-%d_') + covid_df['Parish']\n",
    "covid_df.tail()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2022-07-27 00:00:00\n",
      "[Timestamp('2022-07-17 00:00:00'), Timestamp('2022-07-18 00:00:00'), Timestamp('2022-07-19 00:00:00'), Timestamp('2022-07-20 00:00:00'), Timestamp('2022-07-21 00:00:00'), Timestamp('2022-07-22 00:00:00'), Timestamp('2022-07-23 00:00:00')]\n"
     ]
    }
   ],
   "source": [
    "curdate = startdate = covid_df['Lab Collection Date'].min()\n",
    "stopdate = covid_df['Lab Collection Date'].max()\n",
    "\n",
    "daydelta = datetime.timedelta(days=1)\n",
    "weeks = []\n",
    "curweek = []\n",
    "while curdate <= stopdate:\n",
    "    curweek.append(curdate)\n",
    "    if len(curweek) == 7:\n",
    "        weeks.append(curweek)\n",
    "        curweek = []\n",
    "        \n",
    "    curdate += daydelta\n",
    "    \n",
    "print(stopdate)\n",
    "print(weeks[-1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "colnames = []\n",
    "la_df = pd.DataFrame(['Louisiana'], columns=['Name'],index=['Louisiana'])\n",
    "for week in weeks:\n",
    "    parishes = []\n",
    "    totals = []\n",
    "    for parish in df['NAME']:\n",
    "        total = 0\n",
    "        for day in week:\n",
    "            try:\n",
    "                total += covid_df.loc[day.strftime('%Y-%m-%d_') + parish]['Daily Case Count']\n",
    "            except KeyError:\n",
    "                pass\n",
    "            \n",
    "        totals.append(total)\n",
    "        parishes.append(parish)\n",
    "    \n",
    "    la_total = np.sum(totals)\n",
    "    \n",
    "    weekname = week[0].strftime('%Y-%m-%d')\n",
    "    newdataframe = pd.DataFrame(totals,index=parishes,columns=[weekname])\n",
    "    newladataframe = pd.DataFrame(la_total,index=['Louisiana'],columns=[weekname])\n",
    "    \n",
    "    df = df.join(newdataframe,how='left')\n",
    "    la_df = la_df.join(newladataframe,how='left')\n",
    "    colnames.append(weekname)\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>STATEFP</th>\n",
       "      <th>COUNTYFP</th>\n",
       "      <th>COUNTYNS</th>\n",
       "      <th>AFFGEOID</th>\n",
       "      <th>GEOID</th>\n",
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       "      <th>...</th>\n",
       "      <th>2022-05-15</th>\n",
       "      <th>2022-05-22</th>\n",
       "      <th>2022-05-29</th>\n",
       "      <th>2022-06-05</th>\n",
       "      <th>2022-06-12</th>\n",
       "      <th>2022-06-19</th>\n",
       "      <th>2022-06-26</th>\n",
       "      <th>2022-07-03</th>\n",
       "      <th>2022-07-10</th>\n",
       "      <th>2022-07-17</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NAME</th>\n",
       "      <th></th>\n",
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       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Acadia</th>\n",
       "      <td>22</td>\n",
       "      <td>001</td>\n",
       "      <td>00558389</td>\n",
       "      <td>0500000US22001</td>\n",
       "      <td>22001</td>\n",
       "      <td>Acadia</td>\n",
       "      <td>15</td>\n",
       "      <td>1696880710</td>\n",
       "      <td>5918557</td>\n",
       "      <td>POLYGON ((-92.63229 30.31708, -92.62923 30.318...</td>\n",
       "      <td>...</td>\n",
       "      <td>28</td>\n",
       "      <td>30</td>\n",
       "      <td>43</td>\n",
       "      <td>67</td>\n",
       "      <td>98</td>\n",
       "      <td>119</td>\n",
       "      <td>144</td>\n",
       "      <td>130</td>\n",
       "      <td>154</td>\n",
       "      <td>194</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Avoyelles</th>\n",
       "      <td>22</td>\n",
       "      <td>009</td>\n",
       "      <td>00558424</td>\n",
       "      <td>0500000US22009</td>\n",
       "      <td>22009</td>\n",
       "      <td>Avoyelles</td>\n",
       "      <td>15</td>\n",
       "      <td>2154960192</td>\n",
       "      <td>87260913</td>\n",
       "      <td>POLYGON ((-92.28074 30.96507, -92.21691 30.965...</td>\n",
       "      <td>...</td>\n",
       "      <td>26</td>\n",
       "      <td>33</td>\n",
       "      <td>35</td>\n",
       "      <td>55</td>\n",
       "      <td>66</td>\n",
       "      <td>96</td>\n",
       "      <td>148</td>\n",
       "      <td>157</td>\n",
       "      <td>175</td>\n",
       "      <td>109</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2 rows × 136 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "          STATEFP COUNTYFP  COUNTYNS        AFFGEOID  GEOID       NAME LSAD  \\\n",
       "NAME                                                                          \n",
       "Acadia         22      001  00558389  0500000US22001  22001     Acadia   15   \n",
       "Avoyelles      22      009  00558424  0500000US22009  22009  Avoyelles   15   \n",
       "\n",
       "                ALAND    AWATER  \\\n",
       "NAME                              \n",
       "Acadia     1696880710   5918557   \n",
       "Avoyelles  2154960192  87260913   \n",
       "\n",
       "                                                    geometry  ...  2022-05-15  \\\n",
       "NAME                                                          ...               \n",
       "Acadia     POLYGON ((-92.63229 30.31708, -92.62923 30.318...  ...          28   \n",
       "Avoyelles  POLYGON ((-92.28074 30.96507, -92.21691 30.965...  ...          26   \n",
       "\n",
       "           2022-05-22  2022-05-29  2022-06-05  2022-06-12  2022-06-19  \\\n",
       "NAME                                                                    \n",
       "Acadia             30          43          67          98         119   \n",
       "Avoyelles          33          35          55          66          96   \n",
       "\n",
       "           2022-06-26  2022-07-03  2022-07-10  2022-07-17  \n",
       "NAME                                                       \n",
       "Acadia            144         130         154         194  \n",
       "Avoyelles         148         157         175         109  \n",
       "\n",
       "[2 rows x 136 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head(2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
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       "      <th></th>\n",
       "      <th>Name</th>\n",
       "      <th>2020-03-01</th>\n",
       "      <th>2020-03-08</th>\n",
       "      <th>2020-03-15</th>\n",
       "      <th>2020-03-22</th>\n",
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       "    </tr>\n",
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       "      <th>Louisiana</th>\n",
       "      <td>Louisiana</td>\n",
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       "      <td>8744</td>\n",
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       "      <td>11537</td>\n",
       "      <td>13531</td>\n",
       "      <td>14659</td>\n",
       "      <td>12662</td>\n",
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       "</table>\n",
       "<p>1 rows × 126 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                Name  2020-03-01  2020-03-08  2020-03-15  2020-03-22  \\\n",
       "Louisiana  Louisiana           1         305        3038        7519   \n",
       "\n",
       "           2020-03-29  2020-04-05  2020-04-12  2020-04-19  2020-04-26  ...  \\\n",
       "Louisiana        6770        4696        3386        2801        2596  ...   \n",
       "\n",
       "           2022-05-15  2022-05-22  2022-05-29  2022-06-05  2022-06-12  \\\n",
       "Louisiana        5316        6219        6935        7260        8744   \n",
       "\n",
       "           2022-06-19  2022-06-26  2022-07-03  2022-07-10  2022-07-17  \n",
       "Louisiana       10098       11537       13531       14659       12662  \n",
       "\n",
       "[1 rows x 126 columns]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "la_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x7f475a7fb160>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#sanity check\n",
    "fig = plt.figure(figsize=(12,6))\n",
    "plt.plot(df.loc['Orleans'][colnames], label='Orleans')\n",
    "plt.plot(df.loc['St. Tammany'][colnames], label = 'Tammany')\n",
    "plt.plot(df.loc['East Baton Rouge'][colnames], label = 'EBR')\n",
    "_=plt.xticks(rotation=90)\n",
    "plt.legend()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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siohNO3bs6DN1SZIkafQWLKQj4t8CD2bmzX2Os9eR5JwnPt8wswOZF2fm6sxcvXz58j7TkSRJkkZvWR/9fC/wYxHxI8A3AQdExJ8D2yPiyMzcVk/beLD2vxU4qmP4lcD9Nb6yR7xzmK0RsQw4EHik4TxJkiRJY7fgEenMPCczV2bmKspFhNdn5k8DG4Eza29nAlfW1xuBdfVOHEdTLiq8qZ7+8UREnFTPf35T1zAz4zq9TuM5R6QlSZKktujniPRczgM2RMRZwD3AGQCZeXtEbADuAHYBb8nM3XWYNwOXAPsBV9cO4H3A+yNiM+VI9Loh8pIkSZLGbqBCOjM/Bnysvn4YWDNHf+cC5/aIbwKO7xF/mlqIS5IkSdPAJxtKkiRJDVhIS5IkSQ0Mc460JEmtsursq2a933LeKRPKRNLewCPSkiRJUgMW0pIkSVIDFtKSJElSA54jLUla0jxvWtK4eERakiRJasBCWpIkSWrAQlqSJElqwEJakiRJasBCWpIkSWrAQlqSJElqwEJakiRJasBCWpIkSWrAQlqSJElqwEJakiRJasBHhEuSplbn47999LekxWYhLUna63QW4GARPm1cf2oLT+2QJEmSGrCQliRJkhqwkJYkSZIasJCWJEmSGrCQliRJkhqwkJYkSZIasJCWJEmSGrCQliRJkhqwkJYkSZIaWLCQjohvioibIuLTEXF7RLy7xg+OiGsj4q7696COYc6JiM0RcWdEnNwRPyEibqv/e09ERI3vGxEfrPEbI2LVGOZVkiRJGpl+jkjvBP5NZr4SeBWwNiJOAs4GrsvMY4Dr6nsi4lhgHXAcsBa4MCL2qeO6CFgPHFO7tTV+FvBoZr4MuAA4f/hZkyRJksZnwUI6iyfr2+fXLoFTgUtr/FLgtPr6VODyzNyZmXcDm4ETI+JI4IDMvCEzE7isa5iZcV0BrJk5Wi1JkiS1UV/nSEfEPhFxK/AgcG1m3ggcnpnbAOrfw2rvK4B7OwbfWmMr6uvu+KxhMnMX8DhwSI881kfEpojYtGPHjr5mUJIkSRqHvgrpzNydma8CVlKOLh8/T++9jiTnPPH5hunO4+LMXJ2Zq5cvX75A1pIkSdL4DHTXjsx8DPgY5dzm7fV0DerfB2tvW4GjOgZbCdxf4yt7xGcNExHLgAOBRwbJTZIkSVpM/dy1Y3lEfEt9vR/wBuDzwEbgzNrbmcCV9fVGYF29E8fRlIsKb6qnfzwRESfV85/f1DXMzLhOB66v51FLkiRJrbSsj36OBC6td954HrAhM/8+Im4ANkTEWcA9wBkAmXl7RGwA7gB2AW/JzN11XG8GLgH2A66uHcD7gPdHxGbKkeh1o5g5SZIkaVwWLKQz8zPAq3vEHwbWzDHMucC5PeKbgOecX52ZT1MLcUmSJGka+GRDSZIkqQELaUmSJKkBC2lJkiSpAQtpSZIkqYF+7tohSdKSt+rsq2a933LeKRPKRNK08Ii0JEmS1ICFtCRJktSAhbQkSZLUgIW0JEmS1ICFtCRJktSAhbQkSZLUgIW0JEmS1ID3kZbUCt7DV5I0bTwiLUmSJDVgIS1JkiQ1YCEtSZIkNeA50pIWnedDS5KWAo9IS5IkSQ1YSEuSJEkNWEhLkiRJDXiOtCRpKnhuvaS28Yi0JEmS1ICFtCRJktSAhbQkSZLUgIW0JEmS1ICFtCRJktSAhbQkSZLUgIW0JEmS1MCC95GOiKOAy4AjgGeBizPzjyLiYOCDwCpgC/CTmfloHeYc4CxgN/DWzLymxk8ALgH2Az4EvC0zMyL2rdM4AXgY+KnM3DKyuZQkSYvGe35rb9HPA1l2Af8lMz8VES8Cbo6Ia4GfBa7LzPMi4mzgbOAdEXEssA44Dngx8NGI+PbM3A1cBKwHPkEppNcCV1OK7kcz82URsQ44H/ipUc6oJElauizeNQkLntqRmdsy81P19RPA54AVwKnApbW3S4HT6utTgcszc2dm3g1sBk6MiCOBAzLzhsxMyhHozmFmxnUFsCYiYsh5kyRJksZmoHOkI2IV8GrgRuDwzNwGpdgGDqu9rQDu7Rhsa42tqK+747OGycxdwOPAIT2mvz4iNkXEph07dgySuiRJkjRSfRfSEbE/8NfA2zPzK/P12iOW88TnG2Z2IPPizFydmauXL1++UMqSJEnS2PRVSEfE8ylF9F9k5t/U8PZ6ugb174M1vhU4qmPwlcD9Nb6yR3zWMBGxDDgQeGTQmZEkSZIWy4KFdD1X+X3A5zLzDzr+tRE4s74+E7iyI74uIvaNiKOBY4Cb6ukfT0TESXWcb+oaZmZcpwPX1/OoJUmSpFbq564d3wv8DHBbRNxaY78OnAdsiIizgHuAMwAy8/aI2ADcQbnjx1vqHTsA3sye299dXTsohfr7I2Iz5Uj0uuFmS5IkSRqvBQvpzPwXep/DDLBmjmHOBc7tEd8EHN8j/jS1EJckSZKmgU82lCRJkhqwkJYkSZIasJCWJEmSGrCQliRJkhro564dksSqs6+a9X7Leaf0jEmStLewkJbUWhbqkqQ2s5CWNDKLUfhaXEuS2sJCWtJYWfhKkpYqLzaUJEmSGrCQliRJkhqwkJYkSZIasJCWJEmSGvBiQ7WKF6ZJkqRp4RFpSZIkqQGPSEuSJGmipvUXaQtptd60Nq5p4fKV5mb7kDQfC2lJU89iR5I0CZ4jLUmSJDXgEWlJkgbgLyDS8Drb0TS3IQtpSc9hoSBJ0sI8tUOSJElqwCPSkiRJap1p+HXUQloTMw0NZKlxmUuSNDoW0ppKFoSSJGnSLKQlSa3jl2VJ08CLDSVJkqQGPCItSZKksVnKvzB5RFqSJElqYMFCOiL+NCIejIjPdsQOjohrI+Ku+vegjv+dExGbI+LOiDi5I35CRNxW//eeiIga3zciPljjN0bEqhHPoyRJkjRy/RyRvgRY2xU7G7guM48BrqvviYhjgXXAcXWYCyNinzrMRcB64JjazYzzLODRzHwZcAFwftOZkSRJmrHq7KtmddKoLXiOdGb+U4+jxKcCr6uvLwU+Bryjxi/PzJ3A3RGxGTgxIrYAB2TmDQARcRlwGnB1HeZddVxXAH8cEZGZ2XSmtHdayudgSWo39z/S3qnpxYaHZ+Y2gMzcFhGH1fgK4BMd/W2tsWfq6+74zDD31nHtiojHgUOAh7onGhHrKUe1eclLXtIwdUmSJI3D3valctQXG0aPWM4Tn2+Y5wYzL87M1Zm5evny5Q1TlCRJkobX9Ij09og4sh6NPhJ4sMa3Akd19LcSuL/GV/aIdw6zNSKWAQcCjzTMSy3W+S11qX9DlSRJS1/TQnojcCZwXv17ZUf8LyPiD4AXUy4qvCkzd0fEExFxEnAj8Cbgf3SN6wbgdOB6z4+WNKy97edFSdLiW7CQjogPUC4sPDQitgLvpBTQGyLiLOAe4AyAzLw9IjYAdwC7gLdk5u46qjdT7gCyH+Uiw6tr/H3A++uFiY9Q7vohjYTFlCRJGpd+7trxxjn+tWaO/s8Fzu0R3wQc3yP+NLUQlyRJ0nTwYJVPNpQkSZIasZCWJEmSGrCQliRJkhpoetcOSS3nuWvSZNkGpaXPQnoRuVOVJElaOiykJe01fCiQNHoeJNo7uJ57s5CeMDfMxecylyRpbn5O9s+LDSVJkqQGPCItSZK0l/Lo83AspDUW09YwPXdWkiQNykJakjRR0/bFu6m9ZT7bzvWgUfIcaUmSJKkBj0hLU6bX0RSPsEiSFuJnxehZSEt9mtQOyPO3F5cfNFpMbm/SdLOQbiF3rJIkSe1nIS31MOovM345kiRp6bGQloYwzPnKnussSRonTw0cPwtpSXstv7iojdwupelhIa2hudPXUuc2PjouS0lLiYX0lPDDR2qXNrfJNuem6eHpZ9LCLKTHxJ2NtPcZpt13n8vYbxEzzDn5mh6uP6mdLKSn2CR2rO7MpcG0uc20OTeNl+t+NpeHmrKQXmL6uULXn+ukyWpze2tzbprNXyPUyfU8GRbSS9yofmoedFhJS0c/p50sNNx8/Wl0mi5z15XUjIW0JGloFmKS9kbPm3QCkiRJ0jTyiLQkSVKXNv/K0ubc9jYW0pIkSX3wblnq1ppCOiLWAn8E7AO8NzPPm3BKkiRJi8aiefq0opCOiH2A/wn8ILAV+GREbMzMOyabmSRJ0tzG/TAltVsrCmngRGBzZn4JICIuB04FpqKQtjFIkiTtfdpy144VwL0d77fWmCRJktRKkZmTzoGIOAM4OTN/vr7/GeDEzPylrv7WA+vr25cDdy5qorMdCjzU0lhb8lgK+bYlD3MztzbG2pKHuZnbpGNtyWMp5NvvcIvtWzNz+XOimTnxDvhu4JqO9+cA50w6rwVy3tTWWFvyWAr5tiUPczO3Nsbakoe5mdukY23JYynk2+9wbenacmrHJ4FjIuLoiHgBsA7YOOGcJEmSpDm14mLDzNwVEb8IXEO5/d2fZubtE05LkiRJmlMrCmmAzPwQ8KFJ5zGAi1sca0se/cbakkevWFvy6BVrSx69Ym3Jo1esLXn0irUlj35jbcmjV6wtefSKtSWPXrG25NEr1pY8esXakke/sbbk0SvW73Ct0IqLDSVJkqRp05ZzpCVJkqSpYiEtSZIkNWAhLUmSJDVgIS1JkiQ10Jq7dkyjiPh+4KWZ+WcR8X3AScDnMvOq+v+jgVcDXwYey8wvdgy7P+UpjQnsAu4CPpKZz3YM+z3Ag5l57TzDPQZckZlfi4gAfhZ4DeUx63+emfdFxHLgtcB9wCrK49cTOBL4/czcvsB8/nZm/nrH+x+ruT4dET/Ymd98w41puc01/18CrsrML3QMtxY4kfI4+mGW207grzNz+ziW+QiW2x2Z+flRLPMRL7ee8x4RRwBk5gOjXm4z2yrw2rm207mGnWO5/RywMTP/bq5xzZPLvOtgwDxG3Wa+D/gC8PvAQUxgu19guW0HXgJ8bZ55H9l2P8dycx89uu3tu+q8/k5m7hrDcmu6rR4LfAz4+8x8rOb1Eso6frpt+7w6roH3NSPY7vsZ9kXALcBV9f3Qy62tvGtHQxHxh5Ti4gTgvwNrKB9A91E2nn8B/hDYQtlQ7geeoGxMRwO/Wv8+DnwceB3wKPAfgG8D/hewP+VXg4eB0+YY7kcpBc6/B34aeGn930/WVH+tTvNpyhMk/w9wXf3fu4AAPgGcS7mP9wXdswr8DHAZQGa+NSK+BjwFXA2cTNnoFxxuTMut1/xvA86ifOg+APw58BPAp2tOG4Zcbr9C2cm/CzhuwGHfxexl/sOUHceoltvHKB/uv5OZlwy5zEe93Lrn/Rrg54Gza/z8MSy3mW11P+AM+tzG51lu/7pO9y7Ktthvm+k1rqB8cOyo8zqpNvMG4Ki6jG6j3Mt/3Nv9oMttGfBy4PY55v1jjG67n2u5vQ730aPY3n6Asi6frcvuh8aw3Jpuq++kFI+7gP8feAdl/3diZn41Is4fMI93Mbp93jD7mlFu9/0OewjwYcqXk08CBw6z3DJzN2016kclLsWO8pTF7u4rwP+m7KweBV5I2UifD3yWsgEeDdxKacifpmzcn6dshDP9H0ppILcA31mH+zhwB2XndyjlSNFcw93RMdzNlB3TbbW/zwJPAkcAdwLfCtzaMV+3UL4FPkDZgLfX/j8CvAk4s3Y7gU/VbiOlMVxd52n3AMONY7n1mv9b67KbGfZpYF2d58+MYLndQdkxfWEEy3x3Hc+5I1puGyk7r8dHsMxHvdx6bW8PUz5IDxnTcnu8Lo+dDLaNz7fcllM+lOYa36d6jK/XuLYCf1H/TrLNzKy/Q+pyXYztvt/18JX690OULzCLsd27jx7v9nYrcGSdv3Ett0bbap3+QcDbgK/W5fYI8AP1/5Pc5w2zrxnldt/vsE/W+fjOmvewy+1PZtZD2zpP7ejPaynfiJ/siB1P+Rn0ROAFlJ18sudb9rLMvDsi9snM2yPi2cy8KSJeTznt4Odr/08BhwGZmZ+JiAMoDXh3Zm4DiIingB+ZY7h7KRvtAZQN8ijgGcrRpd3AF7P8fBSUb+idR/GS0tCeyMw19eemn6F8m78I+PYsP7/8KfD/dsz/K4DzKN8YPwi8ss/hxrHces3/PsDXKQv1poi4G/jViDisLpNhl9u9lJ/Cg7LzGGaZvxR4H+XnsGcy88VDLreZbfWltf9hlvmol1uv7e2TwLuBlWNabjPb6qsH3MbnW26PAI/PNT7KEZtHgF9eYFzfAfw3yk+gH51gm3l5lqNt+wFfX6Ttvt/1MDPv+1JOMVqM7d599Hi3t+Myc1tEHEL51XDtGJZb0201M/PRiLgE+EXKZ/8/ABfW9X7TCNZf033eMPuakW33Awz7bET8m8y8PiJ2j2C5/SRwXkSszMyjaJNJV/LT0FG+2b++K3Y+8M+UnzV+l/IN8FnKT0Jfr90RlG9wrwA+0zHsBZRvpbvqOH6dsmF9pf79OqWxvZTSED4zz3BH1ddP1RwereO5hfKTzso67JmUDf2hOtyv19dfBH62xzyfQtmB/FfKh8brO/53S8frf+p3uDEtt17z/zjlJ+A1HdP8KLC5TmvY5fZ+ygfAnaNa5pSf4T4+guV2NfCDXcut0TIfw3J7zrwDmyhHSr51TMvtll7b6RDb6v2UI0J/Ms/4Pg880Me4fqOO64oGeYyyzeyq078F+KnF3O772NfMzPsnKcXR2Ld799GLsr3dMDP/Y1puTbfV+ylHPr+xzGse/wDcOIr1x5D7vIb7mlFu9/0Oe37N8eM1l1Ft99/aq06bZOc50kOIiO+mfFv7RD1C9uPAPZQLJGZOzH8l5Qjpvpl5Q8ewPwqsAy7JeiFIRDwPeH5m7qzDPUXZoL5jZth5hjue8pPLMsq3vg9n5te78j2Wcr7Zo5Rv6gcAF2Tmo3PMXwC/AHx3Zv50R/x1mfmxeZZLz+EaLLfnAd/U53LrnP9vAj6Z9ULD2s+P1H4OysxzhlxuWyk/eR1BOSowM+zVmfnMAsPOucxHsdxqf99CxzYz4DKfta0OsNwazXuUC3m2jWu5jWFb/a+UD4dZy7zPXOZcB5QjMKNoM4Psa2bW4RGUn1w/0bUdLcp2P8xyG9d2v8Bycx+9Z7k12Ue/tI7rb7rW3yiXW9Nt9WXAP1LOyX20q7/vGHBcY9vn1f6HajNNt/uOYftd98dSfn2DEW33bWMhPaCIOJj68898sVFPow3jWozxj3t8bc53MXKbtnxHqc35uu7Hm9u05TtK0zbv05ZvW8a3ty/LicoWHBZve0e57dLllKvr76L81P0Q5fYvD3XEHqz9reoY9qgae4ryk8XzO2IPdcRmprFzvvHVcd62wPj7Hlef43sF5afTByhHE/6K8hPPM5TzzxZt3hvO/xbKhXNPA3cPmG/3vF9COXXkYcq5acOu+29jz7b15BjmfZht9ej6/p8pF+/0va7Gve47xvXPdd0sxrrqK985cpvEdt/Xum/zslxg3Y9ru3cfPd5ttdc+b5h1NcpttbX7vEValuPeRzee9/lik+682LA/H6Sc1P8fst6CJSJuoFx48F2ZeVKNnU65jcs1EXFOHfadlFu47KRc4f2PlB3c5cCrOmLPB36PcuHPqyPiJyg/nXSO77soP3u8pP5/rvHPGtc8ufU7PoDfAf4HcH39389QCtO3ZrkYYGTzPoJ8u5flDey53dDbMvOkAfLtnvd3UG7d9E/A6sxcM0++/cz/p4G3U24ttKnmO7J5r7k13VZvAf4/ykVL1w64rsa97t9JOc/yk5QL9hZjXfWbb6/cFn27r+PrZ923eVl+Vx1n97of53bvPnq822qvfd4w66p73ofZVtu8z1uMZTnuffQw806NHUHbTLqSn4YOuGuuWOf/KN/+L6F8G/6z2j1c/z5R+/lpykUQLwU+1RHb2RWbGdefdYzvWcq3uGcWGP+scc2TW7/j+0a+lG+QnfPcne/Q8z6CfLuX5V091tvA+QKbu8axUL79zP8DlAsje637oed9yG31y525Dbiuxr3uH+743xOLtK76zXfe3BZrux9g3bd5Wc7Me691P67t3n30eLfVXvu8kawrht9W27zPW9RlOaZ99DDz/o1xLVSzLXY38QSmoaN8Q7uQ8i3pxbX7COVeiB/tiH2u9ruhY9jbKRe/3dsR20K5InVbR+wf6ob0UB3XZ4A31uluqP3cTLnw4t4Fxt89rrly63d8X6LsnLdRLm7oXB6fH8O8D5tv9/j+jnJB1xWU+2wOku+see/aHr447Lqvw2yk3JFg+xjmvfG2Wt//8Mz8D7iuxrruZ8ZfX9+7GOuq33znyG1k8z7qdd/yZXkzcHxXbmPd7t1Hj3dbpfc+b5h1NbJtlRbv8xZpWY4sX3rvVxrPe8f/nhObdDfxBKaho9ze6M2UG/7fVjfSa4AP1L8zsRspt7Tat2PYX6Y8yWl1V+ws4NquaZxbN7DbKDuHj1F2ivvWfl5LOceoe1zd4+8e11y59Tu+/0x5ati1Xcvjn+o0Rj3vw+bbPb7bO7rPDpjvrHnvGP9vUnY6Q637jmX5fyjf2kc974231Y73r+7Kt591NdZ1PzP++nr1YqyrfvOdI7dJbPd9rfuWL8vXAi/psSzHtt27jx7vtkrvfd4w62pk2yot3uct0rIc9z668bx3/O85sUl33rVDkiRJauB5k05gWkXEpxY7NolpLoXcpi3ftuRhbntHbtOWb1vyMDdza2OsLXksRm5tYSHdXEwgNolp9htrSx79xtqSR69YW/LoFWtLHr1ibcmjV6wtefQba0sevWJtyaNXrC159Iq1JY9esbbk0SvWljz6jbUlj16xUY+/FSykm7tqArFJTLPfWFvy6DfWljx6xdqSR69YW/LoFWtLHr1ibcmj31hb8ugVa0sevWJtyaNXrC159Iq1JY9esbbk0W+sLXn0io16/K3gOdItFhGvycxPzfV+kNiY8zwAOAb4Uu55gmDj2JhyPDQzH5rrfdNYRBwE7MrMJzr+3ygWfT6Zqt+Yps8wbdx2/5z8RtLGe8V6tN1h9gMjbffuC6bP3tDuF+uzfiImfbXjNHTseXLSVex5ctJXgMcoNxkfRWzmitufAF5DucH6dsrtlf49cELX+9fME3uEctXxa4CVwHWUpxd9HPj2EcS21fw/Dvwc5dY72+rfM4CTB4w9U+f/3ez5cvcI8F5gTYPYD1OeYPgvdTl8uU5jJ+UK79uB+4FdlCuHXz1gbEtdJk8Cu4F7gPsoN8d/fMDYfXVcT/HcJ7I93CA29FOi5ovR/9Ow+op1jP/vRpVv5/tR50vvp6h1t+e/pWxvjwE/NEc/l/DcNj9IGx9lu78DeLTGXjvPcDspD3r4dgZv443afff7Adr8sG28n3Z/X339NM32A5+l99Nym7T7vvcFNGhXLFK7b5LbiPM9muc+2bCfNj9IbJTt/t3AVso2upbRf9YP0+6fqvP9ZcoDWYb6rG9z55MN+3Mx8LvA/ux5ctK3UW599BMjir0J2Iey8XwaeB3lpuQX1hxuBQ4D/qTGb63xXrFvAf4ASMoOYgNwUJ2Hiyg722FizwIHA6dSbpD+KuB/A69nT2N87QCxa4A/pdyu6Ocj4gpKY7sV+C3gsgFjPwz8SF0OH605fyfwSuDPge+ry+w/1eX0UeCUAWK/XXN9O2UH8VrKjuxeyq18PjxA7I8pty96ObA8M9dH7ydT9Rvr9ylR/cT6fapcr6dh9RWLiD+hFCPfOYLc+n0KXON86zi7n6LW3Z6/Wl9/P3Al8B979NOrzUP/bXyU7X5/4BBKe76Csm33Gu6wOu8XAfsxWBtv1O4p6/MxBm/zg7Tnpu3+D4HTKfuTEynFdr/7ge+hFNM3ZOZ/goHa+IKx6P+pi/3GRtmObouI32Z2ux8mt1HmewvPfbIhLNzmh/msh+btfjWwjLKdHsvcbXeYWNN2f29m/kBEHEoppo9juM/6D2TmJ2ijSVfy09ABt3S83twZY/bTlIaJnU5ptJ3vvwb8SMe0t9d+Fort7Hh968y0ZqY9bIzygXFAjT1J2WHfDhxQ//7LgLGZ8d9OuXfkr1GKkS9RPryGid3L7Kcofb1rnm5lz83i+419umvZ3twR+/yAsac7cpuJ9XoyVb+xfp8S1U9s5v1CT5Xr9TSsfmMJ/DWzn4LVNLdew40632/EmKM9M3t/8XS/bX7ANj6yds/s9vHVeYababu3MHgbb9ru76vL7EuUL519tfkRtPF+2v1XO9sug+0H7uqMjaDd39X1t9+nLvYbG2U72kX5BeSKjvEOk9so8/0yz32y4YJtfsDYyNp9He/dg7b5AWNN231nnfAUw3/Wz+wHfntmebSlm3gC09ABn+l4/QudMcpPNEPH6vv9KUeS/qpuPHcDF3S8/1LtZ6HYbuA9lG/Q91F+nnqwxh4eQeyNlA+Dn6P8NPnXlA+5hyjfOM8fMLaFstP//Y5lcQvlKO07G8Sup3zjvYby9LG7KEcCZn7q+2VKQ/+zuow/M2DsnylHBW4CfqnOw0cpO90vDhi7lz1PIPsicz+Zqt9Yv0/IWjBG/0+V28Jzn4bVb+wLlJ+6t40gt17DjTrfL/Hcp6jNas/M3l/cP2Cb77eNj7LdP9gx3DPzDPeTdRlvZfA23qjds6cQmRVj4TY/bBvvp91vp7TlF9flNch+YObJe/cweBvvJ/YZ+nvqYr+xkbWjOv6fZ/bTA4fJbWT50vvJhgu2+RF81jdt9w9RviiN67N+mHb/CfacbnUTQ37Wd+8H2tR5akd//mdE7J+ZT2bmhR2x7wQ+OqIYwBGUUw8urd3+mfnLEfHq+v5FmfkksFDsKcqGD7CJ0vB+FTiQcv7TFUPGPgx8kvIT5yOUpxXtU/t7BeVcqmUDxB6n/GxzTcey+IfMvJNyLtWgsTOB/4fSiM+knDrxDsrPRWspP4cdSjk/7oY6H28cIHYY5QjFU5QC+BcpO5z31L+DxL6XPT8bL6N8IG6lnJt5MGWnFAPEHq+x3+tYHm+nnKv34wPGZt7TEXtvzbtzuD+q/a1rEDuLso39yghy6zXcqPM9n7J83z1Xe46I3RGxP6U9b+jVT8f4utt8v218lO3+hZQjQAdS2nbP4TJzQ0TcQ/kQH7SNN233/wDQHeujzQ/Snpu2+1MoR8p+g/IFdpD9wMPAW+vfQdt4P7FvBtZTiq331WX0dprtB2C07ejtlCO/NwP/fQS5jTLf91LawhkduS3Y5geMweja/fHACkp7H8dn/TDtfgflS8rza/cChvus794PtIZ37WipiAhKo/lKr/eDxCS13zBt3HYvTSfb/fSzkO5TRJwMnEb59peUq7q3Uq5sHVdsnzr5Zxdxmksht37zvZdy1GnFiGLD5HtlZn6YDhHxm5n5W22MjXhcJ1Mu8HmApbMNtjm3act3mNxG3ca7Y8Pk9pw2D9PVdpvGOj5PXw/cydLZ3sx3vLn1bDMTN+lzS6aho1yd/SHKzz/fV7sPUc4nunpMsQ2U84Ruofw8txjTXAq5TWO+62r8j7q2u3t6bIutiI1qXOxpWw8toXXa5tymLd+lmlvPNj9NbbdpjNmfp9uX0Do13/HmNmebmXQ38QSmoQO+0CtGOTftrnHEZqbZHRvnNJdCbtOWL+X8vJlud/2bHd1XJhjLBWKjmOZuyrnru5bQOm1tbtOW7xLOrbvNT2PbbRqbmedvtPslsk7Nd4y5dY+rTd3zUD+ejogTu2OUi1qeHlNsZpr/ujM25mkuhdymLd/HKE97egNwR2YeQPn5+Ahga2YeMKnYzPvMjO7YCKd5O+Wm+9sGXG5tXqdtzm3a8l2quT1GuRvCHVPcdpvmdjvwhsx8EXva/VJYp+Y73tzoGldreI50HyLiNZSbkb+Ict4OlOJnOeXnh81jiL2IcpP4pNy0/YlFmOZSyG3a8n0Z5Vv2g5TbI90cEf8N2Aj8u8x8B8AkYjPvM/OmiDi/MzbCac60rZn7tC6Fddrm3KYt36Wa22so1wScmZk3w1S23aa5dX6e7ke5PelSWKfmO97cjqL8kvELM22mLSykBxARR1BOfJ/5lv/AuGN10os6zaWQ2zTmO+eGtxdYiuu0zblNW75LNTf2Ym1Zf9O2vU1bvqPObYHNajKyBeeXTGMHvGuxY5OY5lLIbdrybUse5rZ35DZt+bYlD3MztzbG2pLHYuTWlm7iCUxrR8djdRcrNolpLoXcpi3ftuRhbntHbtOWb1vyMDdza2OsLXksRm5t6bzYsLmYQGwS0+w31pY8+o21JY9esbbk0SvWljx6xdqSR69YW/LoN9aWPHrF2pJHr1hb8ugVa0sevWJtyaNXrC159BtrSx69YqMefyt4jnRDEfG8zHx2MWOTmOZSyG3a8m1LHua2d+Q2bfm2JQ9zM7c2xtqSx2Lk1hYW0n0Kn2w4TblNW757e24jfcJb0+EWI9aWPJZCvm3Jw9waP9lwJXBcZv5KR2wd8O7M3DKpWEduB2fm77Ypt2nLd9S51fjPZeaf0ibZgvNL2t7hkw2nKbdpy3dvz20dI37CW9PhFiPWljyWQr5tycPcBn6y4W8D/0T5XH0G+KWO2IPAFycYu6Yjt50ty23a8h1pbh3bUevOlZ54AtPQ4ZMNpya3acvX3Bo/4S0XiI3jiWxLIbdpy9fcll5us55sSPki/RCwjPKl/VsmGPsK8Id13/SZluU2bfmOOrcL6rhumXRN2N09D/XDJxtOT27Tlu/enttjNHjCG+1+cltrc5u2fM1tSeb2hfq/mScb/iilaPoA8ILMfGyCsfuAF0XEX1FOa2tTbtOW76hzO6CO6wW0zLJJJzAlfha4KCI6n2z4IuCPgQcj4iNjiD0F/CPlW/yna2zc01wKuU1bvnt7bi8Efo9SYM+4DPhW4C/nic28394jNt9wixFrc27Tlq+5Lb3cvhgRP5CZ/wj8ZWbujoh/Ab4GfAfApGKU0wguA36Q8iTG1uQ2bfmOOjfgrChPyfx3tIwXGw4glsBTgfaW3KYt3709NyTtFSJiP4DM/Fp3jHJR2n2TinXmFhErOmOTzm3a8h11bjNmxkWbZAvOL5mWDnh+j9gR44wBzwcOXcxpLoXcpi1fczO3ScfanK+5mZu5TWe+Y8jt0O7YpLuJJzANHfB6ypG5HcBHgFUdsWfGFFvXMc2vLNI0l0Ju05avuZnbpGNtztfczM3cpjPfkebWUY95145p7IBPUu53CXA6cBdwB3Ac5arSccSeBt5Yp3n3Ik1zKeQ2bfmam7lNOtbmfM3N3MxtOvMddW4n1XHdMuma0EK6WSH96a73x9WN5Mep347GEPs8cOdMbJGmuRRym7Z8zc3cJh1rc77mZm7mNp35jjq3OztjbeomnsA0dMAmnnvez6eBzwJPjCNWp/lq4NaO2FinuRRym7Z8zc3cJh1rc77mZm7mNp35jiG3lZ3jalO3DPXjbOBw4IGO2H+hfGv6gTHFzqY8lvl1wFsWaZpLIbdpy9fczG3SsTbna27mZm7Tme9Ic8vMrRHROa7W8PZ3kiRJUgMeke5DRBwInAOcBiyv4YeAR4BDajfqWFC+zUXtchGmuRRym7Z8zc3cJh1rc77mZm7mNp35jjq3B4ErgfOyPO2wNXxEeH82AI8Cr8vMQzLzEOD+Gts2jhjlTiEXARcCNy/GNJdCbtOWr7mZ26Rjbc7X3MzN3KYz3zHk9voa+yvaJltwonbbO+DOuWKd/xtlrOn/9vbcpi1fczO3ScfanK+5mZu5TWe+o86t+39t6jy1oz9fjohfAy7NzO01ti0iPgRs7+hvlLEvR8RvUX4SuXeRprkUcpu2fM3N3CYda3O+5mZu5jad+Y40t4g4HPjZjnG1hhcb9iEiDqJcgXoq5e4dSXlaz6PAwZTzpkcdA9hN2Qj3oZxrNO5pLoXcpi1fczO3ScfanK+5mZu5TWe+o85tO7AROD8zH6FNJn1IfFo64BXAG4D9u2JnjyvWMc3TFmuaSyG3acvX3Mxt0rE252tu5mZu05nvqHOr8bWd79vQTTyBaeiAtwJ3An8HbKEcmZ6JPTam2P/qmObORZrmUsht2vI1N3ObdKzN+ZqbuZnbdOY70tw66jGfbDiNHXAbe75hraI8sed+YH/Ks+DHEfsq8Kt1mrcv0jSXQm7Tlq+5mdukY23O19zMzdymM99R5/a2Oq5bJl0TWkg3K6Tv6Hq/P/Ak8AfArWOKfQ748Exskaa5FHKbtnzNzdwmHWtzvuZmbuY2nfmOOrcPd8ba1Hkf6f48EBGvmnmTmU9S7pF4DPCvxhEDtgG/ARwK/KvFmOZSyG3a8jU3c5t0rM35mpu5mdt05juG3P7tzLhom1FV5Eu5A1YCR/SKAd87jljnNLtj45rmUsht2vI1N3ObdKzN+ZqbuZnbdOY76tw6/vec2KQ7b38nSZIkNeCpHZIkSVIDFtKSJElSAxbSkiRJUgMW0pIkSVID/xeFsChoEdTX2QAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 864x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#sanity check\n",
    "fig = plt.figure(figsize=(12,6))\n",
    "plt.bar(colnames,la_df.loc['Louisiana'][colnames], label='Louisiana')\n",
    "_=plt.xticks(rotation=90)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "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>STNAME</th>\n",
       "      <th>CTYNAME</th>\n",
       "      <th>POPESTIMATE2019</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>22000</th>\n",
       "      <td>Louisiana</td>\n",
       "      <td>Louisiana</td>\n",
       "      <td>4658285</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22001</th>\n",
       "      <td>Louisiana</td>\n",
       "      <td>Acadia Parish</td>\n",
       "      <td>62207</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22003</th>\n",
       "      <td>Louisiana</td>\n",
       "      <td>Allen Parish</td>\n",
       "      <td>25594</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22005</th>\n",
       "      <td>Louisiana</td>\n",
       "      <td>Ascension Parish</td>\n",
       "      <td>126798</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22007</th>\n",
       "      <td>Louisiana</td>\n",
       "      <td>Assumption Parish</td>\n",
       "      <td>21921</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          STNAME            CTYNAME  POPESTIMATE2019\n",
       "22000  Louisiana          Louisiana          4658285\n",
       "22001  Louisiana      Acadia Parish            62207\n",
       "22003  Louisiana       Allen Parish            25594\n",
       "22005  Louisiana   Ascension Parish           126798\n",
       "22007  Louisiana  Assumption Parish            21921"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pop_df = pd.read_csv('./uscensus/co-est2020-alldata.csv', encoding='latin1')\n",
    "pop_df = pop_df[pop_df['STATE']==22]\n",
    "pop_df.index = (pop_df['STATE'] * 1000) + pop_df['COUNTY']\n",
    "pop_df = pop_df[['STNAME', 'CTYNAME','POPESTIMATE2019']]\n",
    "pop_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "la_df['FIPS'] = [22000]\n",
    "df = df.join(pop_df,how='left', on='FIPS')\n",
    "la_df = la_df.join(pop_df,how='left', on='FIPS')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "STATEFP                        22\n",
       "COUNTYFP                      071\n",
       "COUNTYNS                 00558113\n",
       "AFFGEOID           0500000US22071\n",
       "GEOID                       22071\n",
       "                        ...      \n",
       "2022-07-10                   1148\n",
       "2022-07-17                    851\n",
       "STNAME                  Louisiana\n",
       "CTYNAME            Orleans Parish\n",
       "POPESTIMATE2019            391172\n",
       "Name: Orleans, Length: 139, dtype: object"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Sanity\n",
    "df.loc['Orleans']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>GEOID</th>\n",
       "      <th>ALAND</th>\n",
       "      <th>AWATER</th>\n",
       "      <th>FIPS</th>\n",
       "      <th>2020-03-01</th>\n",
       "      <th>2020-03-08</th>\n",
       "      <th>2020-03-15</th>\n",
       "      <th>2020-03-22</th>\n",
       "      <th>2020-03-29</th>\n",
       "      <th>2020-04-05</th>\n",
       "      <th>...</th>\n",
       "      <th>2022-05-22</th>\n",
       "      <th>2022-05-29</th>\n",
       "      <th>2022-06-05</th>\n",
       "      <th>2022-06-12</th>\n",
       "      <th>2022-06-19</th>\n",
       "      <th>2022-06-26</th>\n",
       "      <th>2022-07-03</th>\n",
       "      <th>2022-07-10</th>\n",
       "      <th>2022-07-17</th>\n",
       "      <th>POPESTIMATE2019</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
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       "      <td>6.400000e+01</td>\n",
       "      <td>6.400000e+01</td>\n",
       "      <td>64.000000</td>\n",
       "      <td>64.000000</td>\n",
       "      <td>64.000000</td>\n",
       "      <td>64.000000</td>\n",
       "      <td>64.000000</td>\n",
       "      <td>64.000000</td>\n",
       "      <td>64.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>64.000000</td>\n",
       "      <td>64.000000</td>\n",
       "      <td>64.00000</td>\n",
       "      <td>64.000000</td>\n",
       "      <td>64.000000</td>\n",
       "      <td>64.000000</td>\n",
       "      <td>64.000000</td>\n",
       "      <td>64.000000</td>\n",
       "      <td>64.000000</td>\n",
       "      <td>64.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>22064.000000</td>\n",
       "      <td>1.748400e+09</td>\n",
       "      <td>3.711503e+08</td>\n",
       "      <td>22064.000000</td>\n",
       "      <td>0.015625</td>\n",
       "      <td>4.765625</td>\n",
       "      <td>47.468750</td>\n",
       "      <td>117.484375</td>\n",
       "      <td>105.781250</td>\n",
       "      <td>73.375000</td>\n",
       "      <td>...</td>\n",
       "      <td>97.171875</td>\n",
       "      <td>108.359375</td>\n",
       "      <td>113.43750</td>\n",
       "      <td>136.625000</td>\n",
       "      <td>157.781250</td>\n",
       "      <td>180.265625</td>\n",
       "      <td>211.421875</td>\n",
       "      <td>229.046875</td>\n",
       "      <td>197.843750</td>\n",
       "      <td>72785.703125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>37.237973</td>\n",
       "      <td>7.616191e+08</td>\n",
       "      <td>8.839364e+08</td>\n",
       "      <td>37.237973</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>23.432945</td>\n",
       "      <td>170.457738</td>\n",
       "      <td>374.269150</td>\n",
       "      <td>273.554061</td>\n",
       "      <td>149.470016</td>\n",
       "      <td>...</td>\n",
       "      <td>193.410211</td>\n",
       "      <td>193.801516</td>\n",
       "      <td>182.26249</td>\n",
       "      <td>201.162061</td>\n",
       "      <td>209.462234</td>\n",
       "      <td>235.336520</td>\n",
       "      <td>276.207065</td>\n",
       "      <td>291.732506</td>\n",
       "      <td>244.813711</td>\n",
       "      <td>98754.430867</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>22001.000000</td>\n",
       "      <td>4.388204e+08</td>\n",
       "      <td>1.209874e+06</td>\n",
       "      <td>22001.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>4.000000</td>\n",
       "      <td>7.000000</td>\n",
       "      <td>8.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>11.000000</td>\n",
       "      <td>4319.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>22032.500000</td>\n",
       "      <td>1.178075e+09</td>\n",
       "      <td>2.915966e+07</td>\n",
       "      <td>22032.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>5.000000</td>\n",
       "      <td>10.750000</td>\n",
       "      <td>10.500000</td>\n",
       "      <td>...</td>\n",
       "      <td>9.000000</td>\n",
       "      <td>12.250000</td>\n",
       "      <td>19.00000</td>\n",
       "      <td>25.000000</td>\n",
       "      <td>36.250000</td>\n",
       "      <td>50.000000</td>\n",
       "      <td>58.250000</td>\n",
       "      <td>58.000000</td>\n",
       "      <td>48.500000</td>\n",
       "      <td>19261.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>22064.000000</td>\n",
       "      <td>1.672090e+09</td>\n",
       "      <td>6.292582e+07</td>\n",
       "      <td>22064.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>6.000000</td>\n",
       "      <td>19.500000</td>\n",
       "      <td>26.500000</td>\n",
       "      <td>26.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>32.000000</td>\n",
       "      <td>37.000000</td>\n",
       "      <td>46.00000</td>\n",
       "      <td>56.500000</td>\n",
       "      <td>65.000000</td>\n",
       "      <td>75.000000</td>\n",
       "      <td>97.000000</td>\n",
       "      <td>111.500000</td>\n",
       "      <td>102.000000</td>\n",
       "      <td>32972.500000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>22095.500000</td>\n",
       "      <td>2.180215e+09</td>\n",
       "      <td>1.399125e+08</td>\n",
       "      <td>22095.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>21.500000</td>\n",
       "      <td>74.000000</td>\n",
       "      <td>87.500000</td>\n",
       "      <td>69.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>96.250000</td>\n",
       "      <td>108.250000</td>\n",
       "      <td>109.50000</td>\n",
       "      <td>129.500000</td>\n",
       "      <td>176.250000</td>\n",
       "      <td>181.250000</td>\n",
       "      <td>209.000000</td>\n",
       "      <td>257.000000</td>\n",
       "      <td>214.000000</td>\n",
       "      <td>72777.500000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>22127.000000</td>\n",
       "      <td>3.439291e+09</td>\n",
       "      <td>4.628006e+09</td>\n",
       "      <td>22127.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>179.000000</td>\n",
       "      <td>1175.000000</td>\n",
       "      <td>2336.000000</td>\n",
       "      <td>1593.000000</td>\n",
       "      <td>940.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>973.000000</td>\n",
       "      <td>991.000000</td>\n",
       "      <td>837.00000</td>\n",
       "      <td>924.000000</td>\n",
       "      <td>889.000000</td>\n",
       "      <td>984.000000</td>\n",
       "      <td>1188.000000</td>\n",
       "      <td>1233.000000</td>\n",
       "      <td>1101.000000</td>\n",
       "      <td>441471.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>8 rows × 130 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              GEOID         ALAND        AWATER          FIPS  2020-03-01  \\\n",
       "count     64.000000  6.400000e+01  6.400000e+01     64.000000   64.000000   \n",
       "mean   22064.000000  1.748400e+09  3.711503e+08  22064.000000    0.015625   \n",
       "std       37.237973  7.616191e+08  8.839364e+08     37.237973    0.125000   \n",
       "min    22001.000000  4.388204e+08  1.209874e+06  22001.000000    0.000000   \n",
       "25%    22032.500000  1.178075e+09  2.915966e+07  22032.500000    0.000000   \n",
       "50%    22064.000000  1.672090e+09  6.292582e+07  22064.000000    0.000000   \n",
       "75%    22095.500000  2.180215e+09  1.399125e+08  22095.500000    0.000000   \n",
       "max    22127.000000  3.439291e+09  4.628006e+09  22127.000000    1.000000   \n",
       "\n",
       "       2020-03-08   2020-03-15   2020-03-22   2020-03-29  2020-04-05  ...  \\\n",
       "count   64.000000    64.000000    64.000000    64.000000   64.000000  ...   \n",
       "mean     4.765625    47.468750   117.484375   105.781250   73.375000  ...   \n",
       "std     23.432945   170.457738   374.269150   273.554061  149.470016  ...   \n",
       "min      0.000000     0.000000     0.000000     0.000000    0.000000  ...   \n",
       "25%      0.000000     2.000000     5.000000    10.750000   10.500000  ...   \n",
       "50%      0.000000     6.000000    19.500000    26.500000   26.000000  ...   \n",
       "75%      1.000000    21.500000    74.000000    87.500000   69.000000  ...   \n",
       "max    179.000000  1175.000000  2336.000000  1593.000000  940.000000  ...   \n",
       "\n",
       "       2022-05-22  2022-05-29  2022-06-05  2022-06-12  2022-06-19  2022-06-26  \\\n",
       "count   64.000000   64.000000    64.00000   64.000000   64.000000   64.000000   \n",
       "mean    97.171875  108.359375   113.43750  136.625000  157.781250  180.265625   \n",
       "std    193.410211  193.801516   182.26249  201.162061  209.462234  235.336520   \n",
       "min      0.000000    0.000000     0.00000    1.000000    4.000000    7.000000   \n",
       "25%      9.000000   12.250000    19.00000   25.000000   36.250000   50.000000   \n",
       "50%     32.000000   37.000000    46.00000   56.500000   65.000000   75.000000   \n",
       "75%     96.250000  108.250000   109.50000  129.500000  176.250000  181.250000   \n",
       "max    973.000000  991.000000   837.00000  924.000000  889.000000  984.000000   \n",
       "\n",
       "        2022-07-03   2022-07-10   2022-07-17  POPESTIMATE2019  \n",
       "count    64.000000    64.000000    64.000000        64.000000  \n",
       "mean    211.421875   229.046875   197.843750     72785.703125  \n",
       "std     276.207065   291.732506   244.813711     98754.430867  \n",
       "min       8.000000    15.000000    11.000000      4319.000000  \n",
       "25%      58.250000    58.000000    48.500000     19261.250000  \n",
       "50%      97.000000   111.500000   102.000000     32972.500000  \n",
       "75%     209.000000   257.000000   214.000000     72777.500000  \n",
       "max    1188.000000  1233.000000  1101.000000    441471.000000  \n",
       "\n",
       "[8 rows x 130 columns]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "STATEFP                        22\n",
       "COUNTYFP                      071\n",
       "COUNTYNS                 00558113\n",
       "AFFGEOID           0500000US22071\n",
       "GEOID                       22071\n",
       "                        ...      \n",
       "2022-07-10                   1148\n",
       "2022-07-17                    851\n",
       "STNAME                  Louisiana\n",
       "CTYNAME            Orleans Parish\n",
       "POPESTIMATE2019            391172\n",
       "Name: Orleans, Length: 139, dtype: object"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.loc['Orleans']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_1837/2392294739.py:8: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead.  To get a de-fragmented frame, use `newframe = frame.copy()`\n",
      "  la_df[change_col] = ((la_df[thisweek_col] - la_df[lastweek_col]) / la_df[lastweek_col] * 100).copy()\n",
      "/home/g/Apps/anaconda3/lib/python3.9/site-packages/geopandas/geodataframe.py:1351: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead.  To get a de-fragmented frame, use `newframe = frame.copy()`\n",
      "  super().__setitem__(key, value)\n",
      "/home/g/Apps/anaconda3/lib/python3.9/site-packages/numpy/lib/function_base.py:3961: RuntimeWarning: invalid value encountered in subtract\n",
      "  diff_b_a = subtract(b, a)\n"
     ]
    },
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       "      <td>64.000000</td>\n",
       "      <td>64.000000</td>\n",
       "      <td>64.000000</td>\n",
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       "      <td>64.000000</td>\n",
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       "      <td>64.000000</td>\n",
       "      <td>64.000000</td>\n",
       "      <td>64.000000</td>\n",
       "      <td>64.000000</td>\n",
       "      <td>64.000000</td>\n",
       "      <td>64.000000</td>\n",
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       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>22064.000000</td>\n",
       "      <td>1.748400e+09</td>\n",
       "      <td>3.711503e+08</td>\n",
       "      <td>22064.000000</td>\n",
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       "      <td>117.484375</td>\n",
       "      <td>105.781250</td>\n",
       "      <td>73.375000</td>\n",
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       "      <td>inf</td>\n",
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       "      <td>25.944476</td>\n",
       "      <td>24.944933</td>\n",
       "      <td>14.405805</td>\n",
       "      <td>-9.455578</td>\n",
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       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>37.237973</td>\n",
       "      <td>7.616191e+08</td>\n",
       "      <td>8.839364e+08</td>\n",
       "      <td>37.237973</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>23.432945</td>\n",
       "      <td>170.457738</td>\n",
       "      <td>374.269150</td>\n",
       "      <td>273.554061</td>\n",
       "      <td>149.470016</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>110.790560</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>64.729746</td>\n",
       "      <td>44.239498</td>\n",
       "      <td>37.791935</td>\n",
       "      <td>25.613168</td>\n",
       "      <td>22.275916</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>22001.000000</td>\n",
       "      <td>4.388204e+08</td>\n",
       "      <td>1.209874e+06</td>\n",
       "      <td>22001.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-66.666667</td>\n",
       "      <td>-100.000000</td>\n",
       "      <td>-100.000000</td>\n",
       "      <td>-100.000000</td>\n",
       "      <td>-76.470588</td>\n",
       "      <td>-40.350877</td>\n",
       "      <td>-30.000000</td>\n",
       "      <td>-50.000000</td>\n",
       "      <td>-36.065574</td>\n",
       "      <td>-62.068966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>22032.500000</td>\n",
       "      <td>1.178075e+09</td>\n",
       "      <td>2.915966e+07</td>\n",
       "      <td>22032.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>5.000000</td>\n",
       "      <td>10.750000</td>\n",
       "      <td>10.500000</td>\n",
       "      <td>...</td>\n",
       "      <td>18.194629</td>\n",
       "      <td>5.729167</td>\n",
       "      <td>3.502901</td>\n",
       "      <td>-1.689189</td>\n",
       "      <td>9.386792</td>\n",
       "      <td>7.862903</td>\n",
       "      <td>-1.602909</td>\n",
       "      <td>5.841299</td>\n",
       "      <td>-0.313569</td>\n",
       "      <td>-25.371207</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>22064.000000</td>\n",
       "      <td>1.672090e+09</td>\n",
       "      <td>6.292582e+07</td>\n",
       "      <td>22064.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>6.000000</td>\n",
       "      <td>19.500000</td>\n",
       "      <td>26.500000</td>\n",
       "      <td>26.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>50.619177</td>\n",
       "      <td>27.622891</td>\n",
       "      <td>11.760377</td>\n",
       "      <td>19.655797</td>\n",
       "      <td>24.154589</td>\n",
       "      <td>24.906015</td>\n",
       "      <td>15.535445</td>\n",
       "      <td>20.486952</td>\n",
       "      <td>10.005960</td>\n",
       "      <td>-12.635731</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>22095.500000</td>\n",
       "      <td>2.180215e+09</td>\n",
       "      <td>1.399125e+08</td>\n",
       "      <td>22095.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>21.500000</td>\n",
       "      <td>74.000000</td>\n",
       "      <td>87.500000</td>\n",
       "      <td>69.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>100.000000</td>\n",
       "      <td>61.044776</td>\n",
       "      <td>54.740338</td>\n",
       "      <td>59.117647</td>\n",
       "      <td>60.789474</td>\n",
       "      <td>58.073171</td>\n",
       "      <td>37.054409</td>\n",
       "      <td>35.744147</td>\n",
       "      <td>24.874290</td>\n",
       "      <td>-0.554169</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>22127.000000</td>\n",
       "      <td>3.439291e+09</td>\n",
       "      <td>4.628006e+09</td>\n",
       "      <td>22127.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>179.000000</td>\n",
       "      <td>1175.000000</td>\n",
       "      <td>2336.000000</td>\n",
       "      <td>1593.000000</td>\n",
       "      <td>940.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>inf</td>\n",
       "      <td>750.000000</td>\n",
       "      <td>inf</td>\n",
       "      <td>inf</td>\n",
       "      <td>inf</td>\n",
       "      <td>300.000000</td>\n",
       "      <td>225.000000</td>\n",
       "      <td>200.000000</td>\n",
       "      <td>90.000000</td>\n",
       "      <td>55.555556</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>8 rows × 254 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              GEOID         ALAND        AWATER          FIPS  2020-03-01  \\\n",
       "count     64.000000  6.400000e+01  6.400000e+01     64.000000   64.000000   \n",
       "mean   22064.000000  1.748400e+09  3.711503e+08  22064.000000    0.015625   \n",
       "std       37.237973  7.616191e+08  8.839364e+08     37.237973    0.125000   \n",
       "min    22001.000000  4.388204e+08  1.209874e+06  22001.000000    0.000000   \n",
       "25%    22032.500000  1.178075e+09  2.915966e+07  22032.500000    0.000000   \n",
       "50%    22064.000000  1.672090e+09  6.292582e+07  22064.000000    0.000000   \n",
       "75%    22095.500000  2.180215e+09  1.399125e+08  22095.500000    0.000000   \n",
       "max    22127.000000  3.439291e+09  4.628006e+09  22127.000000    1.000000   \n",
       "\n",
       "       2020-03-08   2020-03-15   2020-03-22   2020-03-29  2020-04-05  ...  \\\n",
       "count   64.000000    64.000000    64.000000    64.000000   64.000000  ...   \n",
       "mean     4.765625    47.468750   117.484375   105.781250   73.375000  ...   \n",
       "std     23.432945   170.457738   374.269150   273.554061  149.470016  ...   \n",
       "min      0.000000     0.000000     0.000000     0.000000    0.000000  ...   \n",
       "25%      0.000000     2.000000     5.000000    10.750000   10.500000  ...   \n",
       "50%      0.000000     6.000000    19.500000    26.500000   26.000000  ...   \n",
       "75%      1.000000    21.500000    74.000000    87.500000   69.000000  ...   \n",
       "max    179.000000  1175.000000  2336.000000  1593.000000  940.000000  ...   \n",
       "\n",
       "       2022-05-15_chg  2022-05-22_chg  2022-05-29_chg  2022-06-05_chg  \\\n",
       "count       64.000000       64.000000       64.000000       64.000000   \n",
       "mean              inf       50.902343             inf             inf   \n",
       "std               NaN      110.790560             NaN             NaN   \n",
       "min        -66.666667     -100.000000     -100.000000     -100.000000   \n",
       "25%         18.194629        5.729167        3.502901       -1.689189   \n",
       "50%         50.619177       27.622891       11.760377       19.655797   \n",
       "75%        100.000000       61.044776       54.740338       59.117647   \n",
       "max               inf      750.000000             inf             inf   \n",
       "\n",
       "       2022-06-12_chg  2022-06-19_chg  2022-06-26_chg  2022-07-03_chg  \\\n",
       "count       64.000000       64.000000       64.000000       64.000000   \n",
       "mean              inf       45.477063       25.944476       24.944933   \n",
       "std               NaN       64.729746       44.239498       37.791935   \n",
       "min        -76.470588      -40.350877      -30.000000      -50.000000   \n",
       "25%          9.386792        7.862903       -1.602909        5.841299   \n",
       "50%         24.154589       24.906015       15.535445       20.486952   \n",
       "75%         60.789474       58.073171       37.054409       35.744147   \n",
       "max               inf      300.000000      225.000000      200.000000   \n",
       "\n",
       "       2022-07-10_chg  2022-07-17_chg  \n",
       "count       64.000000       64.000000  \n",
       "mean        14.405805       -9.455578  \n",
       "std         25.613168       22.275916  \n",
       "min        -36.065574      -62.068966  \n",
       "25%         -0.313569      -25.371207  \n",
       "50%         10.005960      -12.635731  \n",
       "75%         24.874290       -0.554169  \n",
       "max         90.000000       55.555556  \n",
       "\n",
       "[8 rows x 254 columns]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#calculate percent changes\n",
    "for lastweek, thisweek in zip(weeks[:-1],weeks[1:]):\n",
    "    lastweek_col = lastweek[0].strftime('%Y-%m-%d')\n",
    "    thisweek_col = thisweek[0].strftime('%Y-%m-%d')\n",
    "    change_col = thisweek_col + '_chg'\n",
    "    \n",
    "    df[change_col] = ((df[thisweek_col] - df[lastweek_col]) / df[lastweek_col] * 100).copy()\n",
    "    la_df[change_col] = ((la_df[thisweek_col] - la_df[lastweek_col]) / la_df[lastweek_col] * 100).copy()\n",
    "            \n",
    "    #print(\"Values for %s:\\t%d\" % (change_col, np.count_nonzero( df[change_col])))\n",
    "df.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "STATEFP                       22\n",
       "COUNTYFP                     071\n",
       "COUNTYNS                00558113\n",
       "AFFGEOID          0500000US22071\n",
       "GEOID                      22071\n",
       "                       ...      \n",
       "2022-06-19_chg          3.058511\n",
       "2022-06-26_chg          7.483871\n",
       "2022-07-03_chg         31.572629\n",
       "2022-07-10_chg          4.744526\n",
       "2022-07-17_chg         -25.87108\n",
       "Name: Orleans, Length: 263, dtype: object"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.loc['Orleans']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "la_series = la_df.loc['Louisiana'][colnames]\n",
    "\n",
    "la_series.index = pd.to_datetime(la_series.index)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "#get Louisiana water for map\n",
    "#if this file is missing run ./USGS/getUSGSdata.sh\n",
    "waterDf = gpd.read_file('zip://./USGS/water.zip!WATER2.SHP')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "poplabelcutoff=50000\n",
    "label_places = df[df['POPESTIMATE2019'] > poplabelcutoff]\n",
    "extent=(-94.1,29,-88.6,33.05)\n",
    "\n",
    "#generates labels\n",
    "def labelgen(value):\n",
    "    \n",
    "    if np.isnan(value) or np.isinf(value):\n",
    "        return 'NaN'\n",
    "    elif value > 0.0:\n",
    "        return '⇑' + str(int(value))\n",
    "    else:\n",
    "        return '⇓' + str(int(-value))\n",
    "\n",
    "def getfacecolor(value):\n",
    "    return '#ffffff'\n",
    "    #if np.isnan(value) or np.isinf(value):\n",
    "    #    return '#00BFFF'\n",
    "    #elif value > 0:\n",
    "    #    return '#FF0000' \n",
    "    #else:\n",
    "    #    return '#00FF00'\n",
    "\n",
    "    \n",
    "def plotme(week = weeks[-1][0], startweek=weeks[-1][0], webmap = False, setnorm=False, stddev=1, savename = 'RecentMap.jpg', closefig=False, figsize=(22,15), cmap='PiYG_r'):\n",
    "    projectioncode = 'EPSG:3395'\n",
    "    \n",
    "    fig = plt.figure(figsize=figsize)\n",
    "    spec = gridspec.GridSpec(ncols=2, nrows=1,width_ratios=[1,10])\n",
    "\n",
    "    \n",
    "    colname = week.strftime('%Y-%m-%d') + '_chg'\n",
    "    validmask = np.logical_not(np.logical_or( np.isnan(df[colname]), np.isinf(df[colname]) ))\n",
    "    \n",
    "    normmin,normmax = (df[validmask][colname].min(), df[validmask][colname].max())\n",
    "    #print(\"DataMin=%d\\tDataMax=%d\"%(normmin,normmax))\n",
    "    \n",
    "    if webmap:\n",
    "        ax1 = fig.add_subplot(spec[1],projection=gcrs.WebMercator())\n",
    "        gplt.webmap(df,ax=ax1, extent=extent)\n",
    "        projectioncode = 'EPSG:3857'       \n",
    "        projection = gcrs.WebMercator()\n",
    "    else:\n",
    "        ax1 = fig.add_subplot(spec[1],projection=gcrs.Mercator())\n",
    "        projection = gcrs.Mercator()\n",
    "        \n",
    "    if setnorm:\n",
    "        norm = setnorm\n",
    "    else:\n",
    "        #norm = Normalize(vmin=normmin, vmax=normmax.max())\n",
    "        norm = TwoSlopeNorm(0,vmin=normmin,vmax=normmax)\n",
    "    \n",
    "    gplt.choropleth(df[validmask],zorder=10,hue=colname, norm=norm, legend=True, ax=ax1,extent=extent, edgecolor='black', cmap=cmap, projection=projection)\n",
    "    \n",
    "    #color NaNs and inf\n",
    "    gplt.polyplot( df[np.logical_not(validmask)], facecolor='#0000FF', zorder=20, ax=ax1, extent=extent, projection=projection)\n",
    "    \n",
    "    gplt.polyplot(waterDf,ax=ax1,extent=extent, edgecolor='#abd3df', facecolor='#abd3df', projection=projection,zorder=21)\n",
    "    \n",
    "    fig.suptitle(\"Covid-19 Week to Week %% Change in New Cases by Parish for %s\" % week.strftime('%b %d, %Y').ljust(14))\n",
    "    \n",
    "    ax2 = fig.add_subplot(spec[0])\n",
    "    ax2.set_title('Weekly New Cases for La')\n",
    "    ax2.barh(la_series.index,la_series, color='y', height=6.5, label='Weekly New Cases')\n",
    "    ax2.axhline(week,color='red',label='Current Week')\n",
    "    \n",
    "    ax2.yaxis.set_major_formatter(DateFormatter('%b %d'))\n",
    "    \n",
    "    for tick in ax2.get_yticklabels():\n",
    "        tick.set_rotation(90)\n",
    "        \n",
    "        \n",
    "    ax2.legend()\n",
    "    \n",
    "    fig.text(0.76,0.93,week.strftime('%b %d, %Y').rjust(12), \\\n",
    "             fontsize=18,\\\n",
    "             fontfamily='monospace', \\\n",
    "             bbox=dict(boxstyle='round',facecolor='#ffffa8',alpha=0.7))\n",
    "    \n",
    "    #get outliers\n",
    "    mean = df[validmask][colname].mean()\n",
    "    outdev = df[validmask][colname].std() * stddev\n",
    "    #print(\"outdev=%d\" %outdev)\n",
    "    label_outliers = df[np.abs(df[colname] - mean) > outdev]\n",
    "    \n",
    "    labels = label_outliers.append(label_places).drop_duplicates()\n",
    "    centroids = labels['geometry'].to_crs(projectioncode).centroid\n",
    "    for x,y, name in zip(centroids.x,centroids.y, labels['NAME']):\n",
    "        ax1.annotate(name.replace(' ', \"\\n\"),xy=(x,y),xytext=(0, -6), textcoords=\"offset points\", zorder=50, ha='center', va='top')\n",
    "        \n",
    "    \n",
    "    centroids = df['geometry'].to_crs(projectioncode).centroid\n",
    "    for x,y, value in zip(centroids.x,centroids.y, df[colname]):\n",
    "        ax1.annotate(labelgen(value),xy=(x,y),xytext=(0, 6),\\\n",
    "                     textcoords=\"offset points\", zorder=50,\\\n",
    "                     ha='center', va='center',fontsize=15,\\\n",
    "                     bbox=dict(boxstyle='round',facecolor=getfacecolor(value),alpha=0.4))\n",
    "        \n",
    "    fig.tight_layout()\n",
    "    \n",
    "    if savename != None:\n",
    "        fig.savefig(savename)\n",
    "    \n",
    "    if closefig:\n",
    "        plt.close()\n",
    "\n",
    "    return norm\n",
    "        \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "vmin=-65\tvmax=65\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1584x1080 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "norm = plotme(webmap=False, week=weeks[-1][0], figsize=(22,15), \\\n",
    "             setnorm=TwoSlopeNorm(vmin=-65,vcenter=0,vmax=65))#,\\\n",
    "             #cmap='YlGn_r') \n",
    "print(\"vmin=%d\\tvmax=%d\" % (norm.vmin,norm.vmax))\n",
    "#print(\"Datamin=%d\\tDatamax=%d\" % (df[weeks[-1][0].strftime('%Y-%m-%d') + '_chg'].min(),df[weeks[-1][0].strftime('%Y-%m-%d') + '_chg'].max()))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "#create directory for movie\n",
    "if create_new_video:\n",
    "    !mkdir movie2\n",
    "    !rm movie2/*"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 4 µs, sys: 0 ns, total: 4 µs\n",
      "Wall time: 5.96 µs\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "\n",
    "if create_new_video:\n",
    "    movienorm = TwoSlopeNorm(vmin=-100, vcenter=0, vmax=250)\n",
    "\n",
    "    for week in weeks[2:]:\n",
    "        savename = './movie2/' + week[0].strftime(\"%Y-%m-%d\") + '.jpg'\n",
    "        plotme(week=week[0],savename=savename, webmap=False, setnorm=movienorm, closefig=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 3 µs, sys: 0 ns, total: 3 µs\n",
      "Wall time: 5.25 µs\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "if create_new_video:\n",
    "    moviefile = \"PercentChangeVideo.mp4\"\n",
    "    framerate = len(weeks[1:]) / 90\n",
    "\n",
    "    !rm $moviefile\n",
    "    !ffmpeg -pattern_type glob -r $framerate -f image2 -i \"./movie2/*.jpg\" -crf 1 $moviefile\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "if create_new_video:\n",
    "    !vlc --fullscreen --loop ./PercentChangeVideo.mp4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[Jul 17 2022] Covid-19 Week to Week % Change in New Cases by Parish for Jul 17 2022\n"
     ]
    }
   ],
   "source": [
    "#video title for youtube\n",
    "youtube_title = \"[%s] Covid-19 Week to Week %% Change in New Cases by Parish for %s\" % (weeks[-1][0].strftime(\"%b %d %Y\"),weeks[-1][0].strftime(\"%b %d %Y\"))\n",
    "\n",
    "print(youtube_title)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Updated:  Jul 17, 2022\n",
      "Project page:  https://github.com/GarysCorner/Covid19-LaCompared\n",
      "\n",
      "This video shows a map of percentage changes in weekly new cases of Covid-19 for parishes in Louisiana.\n",
      "\n",
      "The purpose of this project is to be interesting, and to show off some data processing capabilities.  This project should not be used to draw conclusion about the spread of Covid19, the effectiveness of masks, or anything really.\n",
      "\n",
      "If you are drawing conclusion other then, \"Wow, that's a neat graph\", then you have made a mistake.  One should make note that there are a lot of factors that correlated to mask use/population size/infection rates, and just because two things are correlated does not mean they are causative.  For example in just this video you can see that there is a correlation between mask use and population size, a passing glance at the labels will tell us that the population densities in areas where mask use it common are probably higher.  Population density is one of those things you would expect to have influence on infection rates.  So again, if you are drawing conclusions from this video, know that you shouldn't. \n",
      "\n",
      "\n",
      "For scientific studies and things you can draw conclusions on:  https://www.cdc.gov/coronavirus/2019-ncov/index.html\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "#video description for youtube\n",
    "\n",
    "youtube_description = \"\"\"Updated:  %s\n",
    "Project page:  https://github.com/GarysCorner/Covid19-LaCompared\n",
    "\n",
    "This video shows a map of percentage changes in weekly new cases of Covid-19 for parishes in Louisiana.\n",
    "\n",
    "The purpose of this project is to be interesting, and to show off some data processing capabilities.  This project should not be used to draw conclusion about the spread of Covid19, the effectiveness of masks, or anything really.\n",
    "\n",
    "If you are drawing conclusion other then, \"Wow, that's a neat graph\", then you have made a mistake.  One should make note that there are a lot of factors that correlated to mask use/population size/infection rates, and just because two things are correlated does not mean they are causative.  For example in just this video you can see that there is a correlation between mask use and population size, a passing glance at the labels will tell us that the population densities in areas where mask use it common are probably higher.  Population density is one of those things you would expect to have influence on infection rates.  So again, if you are drawing conclusions from this video, know that you shouldn't. \n",
    "\n",
    "\n",
    "For scientific studies and things you can draw conclusions on:  https://www.cdc.gov/coronavirus/2019-ncov/index.html\n",
    "\n",
    "\"\"\" % weeks[-1][0].strftime(\"%b %d, %Y\")\n",
    "\n",
    "print(youtube_description)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2022-07-17 00:00:00 109\n",
      "2022-07-10 00:00:00 175\n"
     ]
    }
   ],
   "source": [
    "print(weeks[-1][0],df.loc['Avoyelles'][weeks[-1][0].strftime('%Y-%m-%d')])\n",
    "print(weeks[-2][0],df.loc['Avoyelles'][weeks[-2][0].strftime('%Y-%m-%d')])"
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}