Analysis.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "import successful\n"
     ]
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "from math import isnan\n",
    "from matplotlib import pyplot as plt\n",
    "import requests\n",
    "# matplotlib default param\n",
    "COLOR = 'white'\n",
    "plt.rcParams['text.color'] = COLOR\n",
    "plt.rcParams['axes.labelcolor'] = COLOR\n",
    "plt.rcParams['xtick.color'] = COLOR\n",
    "plt.rcParams['ytick.color'] = COLOR\n",
    "\n",
    "\n",
    "print('import successful')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'links': {'self': 'https://api.covidtracking.com/us/daily'},\n",
       " 'meta': {'build_time': '2021-03-16T07:03:20.190Z',\n",
       "  'license': 'CC-BY-4.0',\n",
       "  'version': '2.0-beta',\n",
       "  'field_definitions': [{'name': 'Total test results',\n",
       "    'field': 'tests.pcr.total',\n",
       "    'deprecated': False,\n",
       "    'prior_names': ['totalTestResults']},\n",
       "   {'name': 'Hospital discharges', 'deprecated': False, 'prior_names': []},\n",
       "   {'name': 'Confirmed Cases',\n",
       "    'field': 'cases.confirmed',\n",
       "    'deprecated': False,\n",
       "    'prior_names': ['positiveCasesViral']},\n",
       "   {'name': 'Cumulative hospitalized/Ever hospitalized',\n",
       "    'field': 'outcomes.hospitalized.total',\n",
       "    'deprecated': False,\n",
       "    'prior_names': ['hospitalizedCumulative']},\n",
       "   {'name': 'Cumulative in ICU/Ever in ICU',\n",
       "    'field': 'outcomes.hospitalized.in_icu',\n",
       "    'deprecated': False,\n",
       "    'prior_names': ['inIcuCumulative']},\n",
       "   {'name': 'Cumulative on ventilator/Ever on ventilator',\n",
       "    'field': 'hospitalization.on_ventilator.cumulative',\n",
       "    'deprecated': False,\n",
       "    'prior_names': ['onVentilatorCumulative']},\n",
       "   {'name': 'Currently hospitalized/Now hospitalized',\n",
       "    'field': 'hospitalization.hospitalized.currently',\n",
       "    'deprecated': False,\n",
       "    'prior_names': ['hospitalizedCurrently']},\n",
       "   {'name': 'Currently in ICU/Now in ICU',\n",
       "    'field': 'hospitalization.in_icu.currently',\n",
       "    'deprecated': False,\n",
       "    'prior_names': ['inIcuCurrently']},\n",
       "   {'name': 'Currently on ventilator/Now on ventilator',\n",
       "    'field': 'hospitalization.on_ventilator.currently',\n",
       "    'deprecated': False,\n",
       "    'prior_names': ['onVentilatorCurrently']},\n",
       "   {'name': 'Deaths (probable)',\n",
       "    'field': 'outcomes.death.probable',\n",
       "    'deprecated': False,\n",
       "    'prior_names': ['deathProbable']},\n",
       "   {'name': 'Deaths (confirmed)',\n",
       "    'field': 'outcomes.death.confirmed',\n",
       "    'deprecated': False,\n",
       "    'prior_names': ['deathConfirmed']},\n",
       "   {'name': 'Deaths (confirmed and probable)',\n",
       "    'field': 'outcomes.death.cumulative',\n",
       "    'deprecated': False,\n",
       "    'prior_names': ['death']},\n",
       "   {'name': 'Probable Cases', 'deprecated': False, 'prior_names': []},\n",
       "   {'name': 'Last Update (ET)',\n",
       "    'field': 'meta.updated',\n",
       "    'deprecated': False,\n",
       "    'prior_names': ['lastUpdateEt', 'lastUpdateTime', 'checkTimeEt']},\n",
       "   {'name': 'New deaths',\n",
       "    'field': 'outcomes.death.calculated.change_from_prior_day',\n",
       "    'deprecated': False,\n",
       "    'prior_names': ['deathIncrease']},\n",
       "   {'name': 'Date',\n",
       "    'field': 'date',\n",
       "    'deprecated': False,\n",
       "    'prior_names': ['dateModified']}]},\n",
       " 'data': [{'date': '2021-03-07',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 28756184,\n",
       "     'calculated': {'population_percent': 8.6931,\n",
       "      'change_from_prior_day': 41530,\n",
       "      'seven_day_change_percent': 1.4}}},\n",
       "   'testing': {'total': {'value': 363824818,\n",
       "     'calculated': {'population_percent': 109.9857,\n",
       "      'change_from_prior_day': 1169754,\n",
       "      'seven_day_change_percent': 2.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 40212,\n",
       "      'calculated': {'population_percent': 0.0122,\n",
       "       'change_from_prior_day': -1189,\n",
       "       'seven_day_change_percent': -15.1,\n",
       "       'seven_day_average': 43845}},\n",
       "     'in_icu': {'currently': {'value': 8137,\n",
       "       'calculated': {'population_percent': 0.0025,\n",
       "        'change_from_prior_day': -272,\n",
       "        'seven_day_change_percent': -17,\n",
       "        'seven_day_average': 8938}}},\n",
       "     'on_ventilator': {'currently': {'value': 2801,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': -10,\n",
       "        'seven_day_change_percent': -13.7,\n",
       "        'seven_day_average': 2987}}}},\n",
       "    'death': {'total': {'value': 515148,\n",
       "      'calculated': {'population_percent': 0.1557,\n",
       "       'change_from_prior_day': 839,\n",
       "       'seven_day_change_percent': 2.4,\n",
       "       'seven_day_average': 510266}}}}},\n",
       "  {'date': '2021-03-06',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 28714654,\n",
       "     'calculated': {'population_percent': 8.6806,\n",
       "      'change_from_prior_day': 60015,\n",
       "      'seven_day_change_percent': 1.5}}},\n",
       "   'testing': {'total': {'value': 362655064,\n",
       "     'calculated': {'population_percent': 109.6321,\n",
       "      'change_from_prior_day': 1430992,\n",
       "      'seven_day_change_percent': 2.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 41401,\n",
       "      'calculated': {'population_percent': 0.0125,\n",
       "       'change_from_prior_day': -1140,\n",
       "       'seven_day_change_percent': -15.3,\n",
       "       'seven_day_average': 44865}},\n",
       "     'in_icu': {'currently': {'value': 8409,\n",
       "       'calculated': {'population_percent': 0.0025,\n",
       "        'change_from_prior_day': -225,\n",
       "        'seven_day_change_percent': -16.9,\n",
       "        'seven_day_average': 9176}}},\n",
       "     'on_ventilator': {'currently': {'value': 2811,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': -78,\n",
       "        'seven_day_change_percent': -15.7,\n",
       "        'seven_day_average': 3050}}}},\n",
       "    'death': {'total': {'value': 514309,\n",
       "      'calculated': {'population_percent': 0.1555,\n",
       "       'change_from_prior_day': 1680,\n",
       "       'seven_day_change_percent': 2.4,\n",
       "       'seven_day_average': 508566}}}}},\n",
       "  {'date': '2021-03-05',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 28654639,\n",
       "     'calculated': {'population_percent': 8.6624,\n",
       "      'change_from_prior_day': 68787,\n",
       "      'seven_day_change_percent': 1.5}}},\n",
       "   'testing': {'total': {'value': 361224072,\n",
       "     'calculated': {'population_percent': 109.1995,\n",
       "      'change_from_prior_day': 1744417,\n",
       "      'seven_day_change_percent': 2.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 42541,\n",
       "      'calculated': {'population_percent': 0.0129,\n",
       "       'change_from_prior_day': -1631,\n",
       "       'seven_day_change_percent': -16.8,\n",
       "       'seven_day_average': 45932}},\n",
       "     'in_icu': {'currently': {'value': 8634,\n",
       "       'calculated': {'population_percent': 0.0026,\n",
       "        'change_from_prior_day': -336,\n",
       "        'seven_day_change_percent': -17.5,\n",
       "        'seven_day_average': 9420}}},\n",
       "     'on_ventilator': {'currently': {'value': 2889,\n",
       "       'calculated': {'population_percent': 0.0009,\n",
       "        'change_from_prior_day': -84,\n",
       "        'seven_day_change_percent': -16.6,\n",
       "        'seven_day_average': 3125}}}},\n",
       "    'death': {'total': {'value': 512629,\n",
       "      'calculated': {'population_percent': 0.155,\n",
       "       'change_from_prior_day': 2221,\n",
       "       'seven_day_change_percent': 2.5,\n",
       "       'seven_day_average': 506836}}}}},\n",
       "  {'date': '2021-03-04',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 28585852,\n",
       "     'calculated': {'population_percent': 8.6416,\n",
       "      'change_from_prior_day': 65487,\n",
       "      'seven_day_change_percent': 1.5}}},\n",
       "   'testing': {'total': {'value': 359479655,\n",
       "     'calculated': {'population_percent': 108.6721,\n",
       "      'change_from_prior_day': 1590984,\n",
       "      'seven_day_change_percent': 3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 44172,\n",
       "      'calculated': {'population_percent': 0.0134,\n",
       "       'change_from_prior_day': -1290,\n",
       "       'seven_day_change_percent': -16.1,\n",
       "       'seven_day_average': 47156}},\n",
       "     'in_icu': {'currently': {'value': 8970,\n",
       "       'calculated': {'population_percent': 0.0027,\n",
       "        'change_from_prior_day': -389,\n",
       "        'seven_day_change_percent': -17.3,\n",
       "        'seven_day_average': 9682}}},\n",
       "     'on_ventilator': {'currently': {'value': 2973,\n",
       "       'calculated': {'population_percent': 0.0009,\n",
       "        'change_from_prior_day': -121,\n",
       "        'seven_day_change_percent': -16.7,\n",
       "        'seven_day_average': 3208}}}},\n",
       "    'death': {'total': {'value': 510408,\n",
       "      'calculated': {'population_percent': 0.1543,\n",
       "       'change_from_prior_day': 1743,\n",
       "       'seven_day_change_percent': 2.4,\n",
       "       'seven_day_average': 505081}}}}},\n",
       "  {'date': '2021-03-03',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 28520365,\n",
       "     'calculated': {'population_percent': 8.6218,\n",
       "      'change_from_prior_day': 66836,\n",
       "      'seven_day_change_percent': 1.6}}},\n",
       "   'testing': {'total': {'value': 357888671,\n",
       "     'calculated': {'population_percent': 108.1912,\n",
       "      'change_from_prior_day': 1406795,\n",
       "      'seven_day_change_percent': 3.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 45462,\n",
       "      'calculated': {'population_percent': 0.0137,\n",
       "       'change_from_prior_day': -926,\n",
       "       'seven_day_change_percent': -16,\n",
       "       'seven_day_average': 48370}},\n",
       "     'in_icu': {'currently': {'value': 9359,\n",
       "       'calculated': {'population_percent': 0.0028,\n",
       "        'change_from_prior_day': -106,\n",
       "        'seven_day_change_percent': -15.1,\n",
       "        'seven_day_average': 9950}}},\n",
       "     'on_ventilator': {'currently': {'value': 3094,\n",
       "       'calculated': {'population_percent': 0.0009,\n",
       "        'change_from_prior_day': -75,\n",
       "        'seven_day_change_percent': -16,\n",
       "        'seven_day_average': 3292}}}},\n",
       "    'death': {'total': {'value': 508665,\n",
       "      'calculated': {'population_percent': 0.1538,\n",
       "       'change_from_prior_day': 2449,\n",
       "       'seven_day_change_percent': 2.7,\n",
       "       'seven_day_average': 503338}}}}},\n",
       "  {'date': '2021-03-02',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 28453529,\n",
       "     'calculated': {'population_percent': 8.6016,\n",
       "      'change_from_prior_day': 54248,\n",
       "      'seven_day_change_percent': 1.6}}},\n",
       "   'testing': {'total': {'value': 356481876,\n",
       "     'calculated': {'population_percent': 107.7659,\n",
       "      'change_from_prior_day': 1343519,\n",
       "      'seven_day_change_percent': 3.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 46388,\n",
       "      'calculated': {'population_percent': 0.014,\n",
       "       'change_from_prior_day': -350,\n",
       "       'seven_day_change_percent': -15.7,\n",
       "       'seven_day_average': 49607}},\n",
       "     'in_icu': {'currently': {'value': 9465,\n",
       "       'calculated': {'population_percent': 0.0029,\n",
       "        'change_from_prior_day': -130,\n",
       "        'seven_day_change_percent': -16,\n",
       "        'seven_day_average': 10188}}},\n",
       "     'on_ventilator': {'currently': {'value': 3169,\n",
       "       'calculated': {'population_percent': 0.001,\n",
       "        'change_from_prior_day': -2,\n",
       "        'seven_day_change_percent': -15.6,\n",
       "        'seven_day_average': 3377}}}},\n",
       "    'death': {'total': {'value': 506216,\n",
       "      'calculated': {'population_percent': 0.153,\n",
       "       'change_from_prior_day': 1728,\n",
       "       'seven_day_change_percent': 2.8,\n",
       "       'seven_day_average': 501396}}}}},\n",
       "  {'date': '2021-03-01',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 28399281,\n",
       "     'calculated': {'population_percent': 8.5852,\n",
       "      'change_from_prior_day': 48092,\n",
       "      'seven_day_change_percent': 1.7}}},\n",
       "   'testing': {'total': {'value': 355138357,\n",
       "     'calculated': {'population_percent': 107.3597,\n",
       "      'change_from_prior_day': 1154440,\n",
       "      'seven_day_change_percent': 3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 46738,\n",
       "      'calculated': {'population_percent': 0.0141,\n",
       "       'change_from_prior_day': -614,\n",
       "       'seven_day_change_percent': -15.6,\n",
       "       'seven_day_average': 50845}},\n",
       "     'in_icu': {'currently': {'value': 9595,\n",
       "       'calculated': {'population_percent': 0.0029,\n",
       "        'change_from_prior_day': -207,\n",
       "        'seven_day_change_percent': -16.8,\n",
       "        'seven_day_average': 10446}}},\n",
       "     'on_ventilator': {'currently': {'value': 3171,\n",
       "       'calculated': {'population_percent': 0.001,\n",
       "        'change_from_prior_day': -74,\n",
       "        'seven_day_change_percent': -16.6,\n",
       "        'seven_day_average': 3461}}}},\n",
       "    'death': {'total': {'value': 504488,\n",
       "      'calculated': {'population_percent': 0.1525,\n",
       "       'change_from_prior_day': 1241,\n",
       "       'seven_day_change_percent': 2.9,\n",
       "       'seven_day_average': 499454}}}}},\n",
       "  {'date': '2021-02-28',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 28351189,\n",
       "     'calculated': {'population_percent': 8.5707,\n",
       "      'change_from_prior_day': 54349,\n",
       "      'seven_day_change_percent': 1.7}}},\n",
       "   'testing': {'total': {'value': 353983917,\n",
       "     'calculated': {'population_percent': 107.0107,\n",
       "      'change_from_prior_day': 1408422,\n",
       "      'seven_day_change_percent': 3.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 47352,\n",
       "      'calculated': {'population_percent': 0.0143,\n",
       "       'change_from_prior_day': -1519,\n",
       "       'seven_day_change_percent': -15.7,\n",
       "       'seven_day_average': 52083}},\n",
       "     'in_icu': {'currently': {'value': 9802,\n",
       "       'calculated': {'population_percent': 0.003,\n",
       "        'change_from_prior_day': -312,\n",
       "        'seven_day_change_percent': -17.4,\n",
       "        'seven_day_average': 10723}}},\n",
       "     'on_ventilator': {'currently': {'value': 3245,\n",
       "       'calculated': {'population_percent': 0.001,\n",
       "        'change_from_prior_day': -90,\n",
       "        'seven_day_change_percent': -17.1,\n",
       "        'seven_day_average': 3551}}}},\n",
       "    'death': {'total': {'value': 503247,\n",
       "      'calculated': {'population_percent': 0.1521,\n",
       "       'change_from_prior_day': 1051,\n",
       "       'seven_day_change_percent': 2.9,\n",
       "       'seven_day_average': 497439}}}}},\n",
       "  {'date': '2021-02-27',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 28296840,\n",
       "     'calculated': {'population_percent': 8.5542,\n",
       "      'change_from_prior_day': 71245,\n",
       "      'seven_day_change_percent': 1.7}}},\n",
       "   'testing': {'total': {'value': 352575495,\n",
       "     'calculated': {'population_percent': 106.585,\n",
       "      'change_from_prior_day': 1655179,\n",
       "      'seven_day_change_percent': 3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 48871,\n",
       "      'calculated': {'population_percent': 0.0148,\n",
       "       'change_from_prior_day': -2241,\n",
       "       'seven_day_change_percent': -16.1,\n",
       "       'seven_day_average': 53341}},\n",
       "     'in_icu': {'currently': {'value': 10114,\n",
       "       'calculated': {'population_percent': 0.0031,\n",
       "        'change_from_prior_day': -352,\n",
       "        'seven_day_change_percent': -16.6,\n",
       "        'seven_day_average': 11017}}},\n",
       "     'on_ventilator': {'currently': {'value': 3335,\n",
       "       'calculated': {'population_percent': 0.001,\n",
       "        'change_from_prior_day': -131,\n",
       "        'seven_day_change_percent': -15.2,\n",
       "        'seven_day_average': 3647}}}},\n",
       "    'death': {'total': {'value': 502196,\n",
       "      'calculated': {'population_percent': 0.1518,\n",
       "       'change_from_prior_day': 1847,\n",
       "       'seven_day_change_percent': 2.9,\n",
       "       'seven_day_average': 495425}}}}},\n",
       "  {'date': '2021-02-26',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 28225595,\n",
       "     'calculated': {'population_percent': 8.5327,\n",
       "      'change_from_prior_day': 74857,\n",
       "      'seven_day_change_percent': 1.7}}},\n",
       "   'testing': {'total': {'value': 350920316,\n",
       "     'calculated': {'population_percent': 106.0846,\n",
       "      'change_from_prior_day': 1803309,\n",
       "      'seven_day_change_percent': 2.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 51112,\n",
       "      'calculated': {'population_percent': 0.0155,\n",
       "       'change_from_prior_day': -1557,\n",
       "       'seven_day_change_percent': -14.6,\n",
       "       'seven_day_average': 54677}},\n",
       "     'in_icu': {'currently': {'value': 10466,\n",
       "       'calculated': {'population_percent': 0.0032,\n",
       "        'change_from_prior_day': -380,\n",
       "        'seven_day_change_percent': -16.2,\n",
       "        'seven_day_average': 11304}}},\n",
       "     'on_ventilator': {'currently': {'value': 3466,\n",
       "       'calculated': {'population_percent': 0.001,\n",
       "        'change_from_prior_day': -101,\n",
       "        'seven_day_change_percent': -15.8,\n",
       "        'seven_day_average': 3732}}}},\n",
       "    'death': {'total': {'value': 500349,\n",
       "      'calculated': {'population_percent': 0.1513,\n",
       "       'change_from_prior_day': 2141,\n",
       "       'seven_day_change_percent': 3,\n",
       "       'seven_day_average': 493377}}}}},\n",
       "  {'date': '2021-02-25',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 28150738,\n",
       "     'calculated': {'population_percent': 8.5101,\n",
       "      'change_from_prior_day': 75565,\n",
       "      'seven_day_change_percent': 1.7}}},\n",
       "   'testing': {'total': {'value': 349117007,\n",
       "     'calculated': {'population_percent': 105.5394,\n",
       "      'change_from_prior_day': 1826144,\n",
       "      'seven_day_change_percent': 3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 52669,\n",
       "      'calculated': {'population_percent': 0.0159,\n",
       "       'change_from_prior_day': -1449,\n",
       "       'seven_day_change_percent': -15.5,\n",
       "       'seven_day_average': 55930}},\n",
       "     'in_icu': {'currently': {'value': 10846,\n",
       "       'calculated': {'population_percent': 0.0033,\n",
       "        'change_from_prior_day': -180,\n",
       "        'seven_day_change_percent': -16.9,\n",
       "        'seven_day_average': 11593}}},\n",
       "     'on_ventilator': {'currently': {'value': 3567,\n",
       "       'calculated': {'population_percent': 0.0011,\n",
       "        'change_from_prior_day': -118,\n",
       "        'seven_day_change_percent': -14.7,\n",
       "        'seven_day_average': 3825}}}},\n",
       "    'death': {'total': {'value': 498208,\n",
       "      'calculated': {'population_percent': 0.1506,\n",
       "       'change_from_prior_day': 3138,\n",
       "       'seven_day_change_percent': 3.1,\n",
       "       'seven_day_average': 491284}}}}},\n",
       "  {'date': '2021-02-24',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 28075173,\n",
       "     'calculated': {'population_percent': 8.4872,\n",
       "      'change_from_prior_day': 73258,\n",
       "      'seven_day_change_percent': 1.7}}},\n",
       "   'testing': {'total': {'value': 347290863,\n",
       "     'calculated': {'population_percent': 104.9874,\n",
       "      'change_from_prior_day': 1450666,\n",
       "      'seven_day_change_percent': 2.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 54118,\n",
       "      'calculated': {'population_percent': 0.0164,\n",
       "       'change_from_prior_day': -940,\n",
       "       'seven_day_change_percent': -14.6,\n",
       "       'seven_day_average': 57306}},\n",
       "     'in_icu': {'currently': {'value': 11026,\n",
       "       'calculated': {'population_percent': 0.0033,\n",
       "        'change_from_prior_day': -246,\n",
       "        'seven_day_change_percent': -15.9,\n",
       "        'seven_day_average': 11907}}},\n",
       "     'on_ventilator': {'currently': {'value': 3685,\n",
       "       'calculated': {'population_percent': 0.0011,\n",
       "        'change_from_prior_day': -70,\n",
       "        'seven_day_change_percent': -13.7,\n",
       "        'seven_day_average': 3913}}}},\n",
       "    'death': {'total': {'value': 495070,\n",
       "      'calculated': {'population_percent': 0.1497,\n",
       "       'change_from_prior_day': 2447,\n",
       "       'seven_day_change_percent': 3,\n",
       "       'seven_day_average': 489144}}}}},\n",
       "  {'date': '2021-02-23',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 28001915,\n",
       "     'calculated': {'population_percent': 8.4651,\n",
       "      'change_from_prior_day': 69105,\n",
       "      'seven_day_change_percent': 1.7}}},\n",
       "   'testing': {'total': {'value': 345840197,\n",
       "     'calculated': {'population_percent': 104.5489,\n",
       "      'change_from_prior_day': 1193835,\n",
       "      'seven_day_change_percent': 2.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 55058,\n",
       "      'calculated': {'population_percent': 0.0166,\n",
       "       'change_from_prior_day': -345,\n",
       "       'seven_day_change_percent': -14.7,\n",
       "       'seven_day_average': 58633}},\n",
       "     'in_icu': {'currently': {'value': 11272,\n",
       "       'calculated': {'population_percent': 0.0034,\n",
       "        'change_from_prior_day': -264,\n",
       "        'seven_day_change_percent': -17.2,\n",
       "        'seven_day_average': 12204}}},\n",
       "     'on_ventilator': {'currently': {'value': 3755,\n",
       "       'calculated': {'population_percent': 0.0011,\n",
       "        'change_from_prior_day': -49,\n",
       "        'seven_day_change_percent': -14.8,\n",
       "        'seven_day_average': 3996}}}},\n",
       "    'death': {'total': {'value': 492623,\n",
       "      'calculated': {'population_percent': 0.1489,\n",
       "       'change_from_prior_day': 2241,\n",
       "       'seven_day_change_percent': 3,\n",
       "       'seven_day_average': 487077}}}}},\n",
       "  {'date': '2021-02-22',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 27932810,\n",
       "     'calculated': {'population_percent': 8.4442,\n",
       "      'change_from_prior_day': 52530,\n",
       "      'seven_day_change_percent': 1.6}}},\n",
       "   'testing': {'total': {'value': 344646362,\n",
       "     'calculated': {'population_percent': 104.188,\n",
       "      'change_from_prior_day': 1201247,\n",
       "      'seven_day_change_percent': 2.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 55403,\n",
       "      'calculated': {'population_percent': 0.0167,\n",
       "       'change_from_prior_day': -756,\n",
       "       'seven_day_change_percent': -15.4,\n",
       "       'seven_day_average': 59986}},\n",
       "     'in_icu': {'currently': {'value': 11536,\n",
       "       'calculated': {'population_percent': 0.0035,\n",
       "        'change_from_prior_day': -326,\n",
       "        'seven_day_change_percent': -16.4,\n",
       "        'seven_day_average': 12539}}},\n",
       "     'on_ventilator': {'currently': {'value': 3804,\n",
       "       'calculated': {'population_percent': 0.0011,\n",
       "        'change_from_prior_day': -111,\n",
       "        'seven_day_change_percent': -14.6,\n",
       "        'seven_day_average': 4089}}}},\n",
       "    'death': {'total': {'value': 490382,\n",
       "      'calculated': {'population_percent': 0.1482,\n",
       "       'change_from_prior_day': 1235,\n",
       "       'seven_day_change_percent': 2.8,\n",
       "       'seven_day_average': 485025}}}}},\n",
       "  {'date': '2021-02-21',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 27880280,\n",
       "     'calculated': {'population_percent': 8.4283,\n",
       "      'change_from_prior_day': 58702,\n",
       "      'seven_day_change_percent': 1.6}}},\n",
       "   'testing': {'total': {'value': 343445115,\n",
       "     'calculated': {'population_percent': 103.8248,\n",
       "      'change_from_prior_day': 1232995,\n",
       "      'seven_day_change_percent': 2.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 56159,\n",
       "      'calculated': {'population_percent': 0.017,\n",
       "       'change_from_prior_day': -2063,\n",
       "       'seven_day_change_percent': -16.2,\n",
       "       'seven_day_average': 61422}},\n",
       "     'in_icu': {'currently': {'value': 11862,\n",
       "       'calculated': {'population_percent': 0.0036,\n",
       "        'change_from_prior_day': -258,\n",
       "        'seven_day_change_percent': -15.6,\n",
       "        'seven_day_average': 12862}}},\n",
       "     'on_ventilator': {'currently': {'value': 3915,\n",
       "       'calculated': {'population_percent': 0.0012,\n",
       "        'change_from_prior_day': -17,\n",
       "        'seven_day_change_percent': -13.7,\n",
       "        'seven_day_average': 4182}}}},\n",
       "    'death': {'total': {'value': 489147,\n",
       "      'calculated': {'population_percent': 0.1479,\n",
       "       'change_from_prior_day': 1287,\n",
       "       'seven_day_change_percent': 2.8,\n",
       "       'seven_day_average': 483100}}}}},\n",
       "  {'date': '2021-02-20',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 27821578,\n",
       "     'calculated': {'population_percent': 8.4106,\n",
       "      'change_from_prior_day': 72354,\n",
       "      'seven_day_change_percent': 1.7}}},\n",
       "   'testing': {'total': {'value': 342212120,\n",
       "     'calculated': {'population_percent': 103.4521,\n",
       "      'change_from_prior_day': 1290481,\n",
       "      'seven_day_change_percent': 2.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 58222,\n",
       "      'calculated': {'population_percent': 0.0176,\n",
       "       'change_from_prior_day': -1660,\n",
       "       'seven_day_change_percent': -16,\n",
       "       'seven_day_average': 62974}},\n",
       "     'in_icu': {'currently': {'value': 12120,\n",
       "       'calculated': {'population_percent': 0.0037,\n",
       "        'change_from_prior_day': -371,\n",
       "        'seven_day_change_percent': -15.8,\n",
       "        'seven_day_average': 13174}}},\n",
       "     'on_ventilator': {'currently': {'value': 3932,\n",
       "       'calculated': {'population_percent': 0.0012,\n",
       "        'change_from_prior_day': -186,\n",
       "        'seven_day_change_percent': -15.4,\n",
       "        'seven_day_average': 4271}}}},\n",
       "    'death': {'total': {'value': 487860,\n",
       "      'calculated': {'population_percent': 0.1475,\n",
       "       'change_from_prior_day': 2160,\n",
       "       'seven_day_change_percent': 2.8,\n",
       "       'seven_day_average': 481198}}}}},\n",
       "  {'date': '2021-02-19',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 27749224,\n",
       "     'calculated': {'population_percent': 8.3887,\n",
       "      'change_from_prior_day': 74676,\n",
       "      'seven_day_change_percent': 1.8}}},\n",
       "   'testing': {'total': {'value': 340921639,\n",
       "     'calculated': {'population_percent': 103.062,\n",
       "      'change_from_prior_day': 1878033,\n",
       "      'seven_day_change_percent': 3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 59882,\n",
       "      'calculated': {'population_percent': 0.0181,\n",
       "       'change_from_prior_day': -2418,\n",
       "       'seven_day_change_percent': -16.2,\n",
       "       'seven_day_average': 64554}},\n",
       "     'in_icu': {'currently': {'value': 12491,\n",
       "       'calculated': {'population_percent': 0.0038,\n",
       "        'change_from_prior_day': -554,\n",
       "        'seven_day_change_percent': -15.5,\n",
       "        'seven_day_average': 13500}}},\n",
       "     'on_ventilator': {'currently': {'value': 4118,\n",
       "       'calculated': {'population_percent': 0.0012,\n",
       "        'change_from_prior_day': -62,\n",
       "        'seven_day_change_percent': -15.1,\n",
       "        'seven_day_average': 4374}}}},\n",
       "    'death': {'total': {'value': 485700,\n",
       "      'calculated': {'population_percent': 0.1468,\n",
       "       'change_from_prior_day': 2477,\n",
       "       'seven_day_change_percent': 3.1,\n",
       "       'seven_day_average': 479284}}}}},\n",
       "  {'date': '2021-02-18',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 27674548,\n",
       "     'calculated': {'population_percent': 8.3661,\n",
       "      'change_from_prior_day': 66824,\n",
       "      'seven_day_change_percent': 1.9}}},\n",
       "   'testing': {'total': {'value': 339043606,\n",
       "     'calculated': {'population_percent': 102.4942,\n",
       "      'change_from_prior_day': 1345849,\n",
       "      'seven_day_change_percent': 3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 62300,\n",
       "      'calculated': {'population_percent': 0.0188,\n",
       "       'change_from_prior_day': -1105,\n",
       "       'seven_day_change_percent': -16.1,\n",
       "       'seven_day_average': 66214}},\n",
       "     'in_icu': {'currently': {'value': 13045,\n",
       "       'calculated': {'population_percent': 0.0039,\n",
       "        'change_from_prior_day': -58,\n",
       "        'seven_day_change_percent': -14.1,\n",
       "        'seven_day_average': 13826}}},\n",
       "     'on_ventilator': {'currently': {'value': 4180,\n",
       "       'calculated': {'population_percent': 0.0013,\n",
       "        'change_from_prior_day': -91,\n",
       "        'seven_day_change_percent': -15.9,\n",
       "        'seven_day_average': 4478}}}},\n",
       "    'death': {'total': {'value': 483223,\n",
       "      'calculated': {'population_percent': 0.1461,\n",
       "       'change_from_prior_day': 2616,\n",
       "       'seven_day_change_percent': 3.8,\n",
       "       'seven_day_average': 477183}}}}},\n",
       "  {'date': '2021-02-17',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 27607724,\n",
       "     'calculated': {'population_percent': 8.3459,\n",
       "      'change_from_prior_day': 66839,\n",
       "      'seven_day_change_percent': 2}}},\n",
       "   'testing': {'total': {'value': 337697757,\n",
       "     'calculated': {'population_percent': 102.0874,\n",
       "      'change_from_prior_day': 1298421,\n",
       "      'seven_day_change_percent': 3.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 63405,\n",
       "      'calculated': {'population_percent': 0.0192,\n",
       "       'change_from_prior_day': -1128,\n",
       "       'seven_day_change_percent': -17.6,\n",
       "       'seven_day_average': 67917}},\n",
       "     'in_icu': {'currently': {'value': 13103,\n",
       "       'calculated': {'population_percent': 0.004,\n",
       "        'change_from_prior_day': -513,\n",
       "        'seven_day_change_percent': -17,\n",
       "        'seven_day_average': 14132}}},\n",
       "     'on_ventilator': {'currently': {'value': 4271,\n",
       "       'calculated': {'population_percent': 0.0013,\n",
       "        'change_from_prior_day': -135,\n",
       "        'seven_day_change_percent': -16.6,\n",
       "        'seven_day_average': 4591}}}},\n",
       "    'death': {'total': {'value': 480607,\n",
       "      'calculated': {'population_percent': 0.1453,\n",
       "       'change_from_prior_day': 2348,\n",
       "       'seven_day_change_percent': 4.1,\n",
       "       'seven_day_average': 474661}}}}},\n",
       "  {'date': '2021-02-16',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 27540885,\n",
       "     'calculated': {'population_percent': 8.3257,\n",
       "      'change_from_prior_day': 56312,\n",
       "      'seven_day_change_percent': 2.1}}},\n",
       "   'testing': {'total': {'value': 336399336,\n",
       "     'calculated': {'population_percent': 101.6948,\n",
       "      'change_from_prior_day': 1053698,\n",
       "      'seven_day_change_percent': 3.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 64533,\n",
       "      'calculated': {'population_percent': 0.0195,\n",
       "       'change_from_prior_day': -922,\n",
       "       'seven_day_change_percent': -18.5,\n",
       "       'seven_day_average': 69856}},\n",
       "     'in_icu': {'currently': {'value': 13616,\n",
       "       'calculated': {'population_percent': 0.0041,\n",
       "        'change_from_prior_day': -183,\n",
       "        'seven_day_change_percent': -15.6,\n",
       "        'seven_day_average': 14516}}},\n",
       "     'on_ventilator': {'currently': {'value': 4406,\n",
       "       'calculated': {'population_percent': 0.0013,\n",
       "        'change_from_prior_day': -48,\n",
       "        'seven_day_change_percent': -15.5,\n",
       "        'seven_day_average': 4712}}}},\n",
       "    'death': {'total': {'value': 478259,\n",
       "      'calculated': {'population_percent': 0.1446,\n",
       "       'change_from_prior_day': 1353,\n",
       "       'seven_day_change_percent': 4.4,\n",
       "       'seven_day_average': 471959}}}}},\n",
       "  {'date': '2021-02-15',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 27484573,\n",
       "     'calculated': {'population_percent': 8.3087,\n",
       "      'change_from_prior_day': 55077,\n",
       "      'seven_day_change_percent': 2.3}}},\n",
       "   'testing': {'total': {'value': 335345638,\n",
       "     'calculated': {'population_percent': 101.3763,\n",
       "      'change_from_prior_day': 1123560,\n",
       "      'seven_day_change_percent': 3.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 65455,\n",
       "      'calculated': {'population_percent': 0.0198,\n",
       "       'change_from_prior_day': -1568,\n",
       "       'seven_day_change_percent': -18.2,\n",
       "       'seven_day_average': 71949}},\n",
       "     'in_icu': {'currently': {'value': 13799,\n",
       "       'calculated': {'population_percent': 0.0042,\n",
       "        'change_from_prior_day': -248,\n",
       "        'seven_day_change_percent': -14.7,\n",
       "        'seven_day_average': 14875}}},\n",
       "     'on_ventilator': {'currently': {'value': 4454,\n",
       "       'calculated': {'population_percent': 0.0013,\n",
       "        'change_from_prior_day': -84,\n",
       "        'seven_day_change_percent': -15.3,\n",
       "        'seven_day_average': 4828}}}},\n",
       "    'death': {'total': {'value': 476906,\n",
       "      'calculated': {'population_percent': 0.1442,\n",
       "       'change_from_prior_day': 1078,\n",
       "       'seven_day_change_percent': 4.7,\n",
       "       'seven_day_average': 469101}}}}},\n",
       "  {'date': '2021-02-14',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 27429496,\n",
       "     'calculated': {'population_percent': 8.292,\n",
       "      'change_from_prior_day': 72164,\n",
       "      'seven_day_change_percent': 2.4}}},\n",
       "   'testing': {'total': {'value': 334222078,\n",
       "     'calculated': {'population_percent': 101.0366,\n",
       "      'change_from_prior_day': 1439631,\n",
       "      'seven_day_change_percent': 3.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 67023,\n",
       "      'calculated': {'population_percent': 0.0203,\n",
       "       'change_from_prior_day': -2260,\n",
       "       'seven_day_change_percent': -17.7,\n",
       "       'seven_day_average': 74034}},\n",
       "     'in_icu': {'currently': {'value': 14047,\n",
       "       'calculated': {'population_percent': 0.0042,\n",
       "        'change_from_prior_day': -349,\n",
       "        'seven_day_change_percent': -15.5,\n",
       "        'seven_day_average': 15214}}},\n",
       "     'on_ventilator': {'currently': {'value': 4538,\n",
       "       'calculated': {'population_percent': 0.0014,\n",
       "        'change_from_prior_day': -110,\n",
       "        'seven_day_change_percent': -15.1,\n",
       "        'seven_day_average': 4943}}}},\n",
       "    'death': {'total': {'value': 475828,\n",
       "      'calculated': {'population_percent': 0.1438,\n",
       "       'change_from_prior_day': 1366,\n",
       "       'seven_day_change_percent': 4.8,\n",
       "       'seven_day_average': 466036}}}}},\n",
       "  {'date': '2021-02-13',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 27357332,\n",
       "     'calculated': {'population_percent': 8.2702,\n",
       "      'change_from_prior_day': 90642,\n",
       "      'seven_day_change_percent': 2.5}}},\n",
       "   'testing': {'total': {'value': 332782447,\n",
       "     'calculated': {'population_percent': 100.6014,\n",
       "      'change_from_prior_day': 1757608,\n",
       "      'seven_day_change_percent': 3.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 69283,\n",
       "      'calculated': {'population_percent': 0.0209,\n",
       "       'change_from_prior_day': -2214,\n",
       "       'seven_day_change_percent': -17.7,\n",
       "       'seven_day_average': 76094}},\n",
       "     'in_icu': {'currently': {'value': 14396,\n",
       "       'calculated': {'population_percent': 0.0044,\n",
       "        'change_from_prior_day': -379,\n",
       "        'seven_day_change_percent': -15.8,\n",
       "        'seven_day_average': 15581}}},\n",
       "     'on_ventilator': {'currently': {'value': 4648,\n",
       "       'calculated': {'population_percent': 0.0014,\n",
       "        'change_from_prior_day': -201,\n",
       "        'seven_day_change_percent': -15.1,\n",
       "        'seven_day_average': 5058}}}},\n",
       "    'death': {'total': {'value': 474462,\n",
       "      'calculated': {'population_percent': 0.1434,\n",
       "       'change_from_prior_day': 3467,\n",
       "       'seven_day_change_percent': 4.8,\n",
       "       'seven_day_average': 462939}}}}},\n",
       "  {'date': '2021-02-12',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 27266690,\n",
       "     'calculated': {'population_percent': 8.2428,\n",
       "      'change_from_prior_day': 101030,\n",
       "      'seven_day_change_percent': 2.6}}},\n",
       "   'testing': {'total': {'value': 331024839,\n",
       "     'calculated': {'population_percent': 100.0701,\n",
       "      'change_from_prior_day': 1812454,\n",
       "      'seven_day_change_percent': 3.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 71497,\n",
       "      'calculated': {'population_percent': 0.0216,\n",
       "       'change_from_prior_day': -2728,\n",
       "       'seven_day_change_percent': -17.2,\n",
       "       'seven_day_average': 78230}},\n",
       "     'in_icu': {'currently': {'value': 14775,\n",
       "       'calculated': {'population_percent': 0.0045,\n",
       "        'change_from_prior_day': -415,\n",
       "        'seven_day_change_percent': -14.5,\n",
       "        'seven_day_average': 15966}}},\n",
       "     'on_ventilator': {'currently': {'value': 4849,\n",
       "       'calculated': {'population_percent': 0.0015,\n",
       "        'change_from_prior_day': -121,\n",
       "        'seven_day_change_percent': -13.3,\n",
       "        'seven_day_average': 5176}}}},\n",
       "    'death': {'total': {'value': 470995,\n",
       "      'calculated': {'population_percent': 0.1424,\n",
       "       'change_from_prior_day': 5427,\n",
       "       'seven_day_change_percent': 4.7,\n",
       "       'seven_day_average': 459826}}}}},\n",
       "  {'date': '2021-02-11',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 27165660,\n",
       "     'calculated': {'population_percent': 8.2123,\n",
       "      'change_from_prior_day': 102417,\n",
       "      'seven_day_change_percent': 2.7}}},\n",
       "   'testing': {'total': {'value': 329212385,\n",
       "     'calculated': {'population_percent': 99.5222,\n",
       "      'change_from_prior_day': 1855929,\n",
       "      'seven_day_change_percent': 3.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 74225,\n",
       "      'calculated': {'population_percent': 0.0224,\n",
       "       'change_from_prior_day': -2754,\n",
       "       'seven_day_change_percent': -16.3,\n",
       "       'seven_day_average': 80355}},\n",
       "     'in_icu': {'currently': {'value': 15190,\n",
       "       'calculated': {'population_percent': 0.0046,\n",
       "        'change_from_prior_day': -598,\n",
       "        'seven_day_change_percent': -15.2,\n",
       "        'seven_day_average': 16325}}},\n",
       "     'on_ventilator': {'currently': {'value': 4970,\n",
       "       'calculated': {'population_percent': 0.0015,\n",
       "        'change_from_prior_day': -151,\n",
       "        'seven_day_change_percent': -13.3,\n",
       "        'seven_day_average': 5283}}}},\n",
       "    'death': {'total': {'value': 465568,\n",
       "      'calculated': {'population_percent': 0.1407,\n",
       "       'change_from_prior_day': 3873,\n",
       "       'seven_day_change_percent': 4.4,\n",
       "       'seven_day_average': 456780}}}}},\n",
       "  {'date': '2021-02-10',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 27063243,\n",
       "     'calculated': {'population_percent': 8.1813,\n",
       "      'change_from_prior_day': 95194,\n",
       "      'seven_day_change_percent': 2.8}}},\n",
       "   'testing': {'total': {'value': 327356456,\n",
       "     'calculated': {'population_percent': 98.9611,\n",
       "      'change_from_prior_day': 1382709,\n",
       "      'seven_day_change_percent': 3.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 76979,\n",
       "      'calculated': {'population_percent': 0.0233,\n",
       "       'change_from_prior_day': -2200,\n",
       "       'seven_day_change_percent': -15.8,\n",
       "       'seven_day_average': 82418}},\n",
       "     'in_icu': {'currently': {'value': 15788,\n",
       "       'calculated': {'population_percent': 0.0048,\n",
       "        'change_from_prior_day': -341,\n",
       "        'seven_day_change_percent': -13,\n",
       "        'seven_day_average': 16715}}},\n",
       "     'on_ventilator': {'currently': {'value': 5121,\n",
       "       'calculated': {'population_percent': 0.0015,\n",
       "        'change_from_prior_day': -95,\n",
       "        'seven_day_change_percent': -13.5,\n",
       "        'seven_day_average': 5392}}}},\n",
       "    'death': {'total': {'value': 461695,\n",
       "      'calculated': {'population_percent': 0.1396,\n",
       "       'change_from_prior_day': 3445,\n",
       "       'seven_day_change_percent': 4.7,\n",
       "       'seven_day_average': 454004}}}}},\n",
       "  {'date': '2021-02-09',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 26968049,\n",
       "     'calculated': {'population_percent': 8.1525,\n",
       "      'change_from_prior_day': 92986,\n",
       "      'seven_day_change_percent': 2.9}}},\n",
       "   'testing': {'total': {'value': 325973747,\n",
       "     'calculated': {'population_percent': 98.5431,\n",
       "      'change_from_prior_day': 1488481,\n",
       "      'seven_day_change_percent': 3.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 79179,\n",
       "      'calculated': {'population_percent': 0.0239,\n",
       "       'change_from_prior_day': -876,\n",
       "       'seven_day_change_percent': -14.8,\n",
       "       'seven_day_average': 84484}},\n",
       "     'in_icu': {'currently': {'value': 16129,\n",
       "       'calculated': {'population_percent': 0.0049,\n",
       "        'change_from_prior_day': -45,\n",
       "        'seven_day_change_percent': -12.3,\n",
       "        'seven_day_average': 17052}}},\n",
       "     'on_ventilator': {'currently': {'value': 5216,\n",
       "       'calculated': {'population_percent': 0.0016,\n",
       "        'change_from_prior_day': -44,\n",
       "        'seven_day_change_percent': -13.7,\n",
       "        'seven_day_average': 5506}}}},\n",
       "    'death': {'total': {'value': 458250,\n",
       "      'calculated': {'population_percent': 0.1385,\n",
       "       'change_from_prior_day': 2795,\n",
       "       'seven_day_change_percent': 4.8,\n",
       "       'seven_day_average': 451036}}}}},\n",
       "  {'date': '2021-02-08',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 26875063,\n",
       "     'calculated': {'population_percent': 8.1244,\n",
       "      'change_from_prior_day': 77737,\n",
       "      'seven_day_change_percent': 3}}},\n",
       "   'testing': {'total': {'value': 324485266,\n",
       "     'calculated': {'population_percent': 98.0932,\n",
       "      'change_from_prior_day': 1400009,\n",
       "      'seven_day_change_percent': 3.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 80055,\n",
       "      'calculated': {'population_percent': 0.0242,\n",
       "       'change_from_prior_day': -1384,\n",
       "       'seven_day_change_percent': -14.4,\n",
       "       'seven_day_average': 86441}},\n",
       "     'in_icu': {'currently': {'value': 16174,\n",
       "       'calculated': {'population_percent': 0.0049,\n",
       "        'change_from_prior_day': -442,\n",
       "        'seven_day_change_percent': -12.9,\n",
       "        'seven_day_average': 17374}}},\n",
       "     'on_ventilator': {'currently': {'value': 5260,\n",
       "       'calculated': {'population_percent': 0.0016,\n",
       "        'change_from_prior_day': -82,\n",
       "        'seven_day_change_percent': -13.6,\n",
       "        'seven_day_average': 5625}}}},\n",
       "    'death': {'total': {'value': 455455,\n",
       "      'calculated': {'population_percent': 0.1377,\n",
       "       'change_from_prior_day': 1309,\n",
       "       'seven_day_change_percent': 5,\n",
       "       'seven_day_average': 448035}}}}},\n",
       "  {'date': '2021-02-07',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 26797326,\n",
       "     'calculated': {'population_percent': 8.1009,\n",
       "      'change_from_prior_day': 95994,\n",
       "      'seven_day_change_percent': 3.2}}},\n",
       "   'testing': {'total': {'value': 323085257,\n",
       "     'calculated': {'population_percent': 97.6699,\n",
       "      'change_from_prior_day': 1498808,\n",
       "      'seven_day_change_percent': 3.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 81439,\n",
       "      'calculated': {'population_percent': 0.0246,\n",
       "       'change_from_prior_day': -2794,\n",
       "       'seven_day_change_percent': -14.3,\n",
       "       'seven_day_average': 88367}},\n",
       "     'in_icu': {'currently': {'value': 16616,\n",
       "       'calculated': {'population_percent': 0.005,\n",
       "        'change_from_prior_day': -477,\n",
       "        'seven_day_change_percent': -12.4,\n",
       "        'seven_day_average': 17717}}},\n",
       "     'on_ventilator': {'currently': {'value': 5342,\n",
       "       'calculated': {'population_percent': 0.0016,\n",
       "        'change_from_prior_day': -133,\n",
       "        'seven_day_change_percent': -15.1,\n",
       "        'seven_day_average': 5743}}}},\n",
       "    'death': {'total': {'value': 454146,\n",
       "      'calculated': {'population_percent': 0.1373,\n",
       "       'change_from_prior_day': 1475,\n",
       "       'seven_day_change_percent': 5.1,\n",
       "       'seven_day_average': 444934}}}}},\n",
       "  {'date': '2021-02-06',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 26701332,\n",
       "     'calculated': {'population_percent': 8.0719,\n",
       "      'change_from_prior_day': 114557,\n",
       "      'seven_day_change_percent': 3.3}}},\n",
       "   'testing': {'total': {'value': 321586449,\n",
       "     'calculated': {'population_percent': 97.2168,\n",
       "      'change_from_prior_day': 1888854,\n",
       "      'seven_day_change_percent': 3.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 84233,\n",
       "      'calculated': {'population_percent': 0.0255,\n",
       "       'change_from_prior_day': -2140,\n",
       "       'seven_day_change_percent': -13.7,\n",
       "       'seven_day_average': 90306}},\n",
       "     'in_icu': {'currently': {'value': 17093,\n",
       "       'calculated': {'population_percent': 0.0052,\n",
       "        'change_from_prior_day': -191,\n",
       "        'seven_day_change_percent': -10.6,\n",
       "        'seven_day_average': 18053}}},\n",
       "     'on_ventilator': {'currently': {'value': 5475,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': -121,\n",
       "        'seven_day_change_percent': -13.5,\n",
       "        'seven_day_average': 5878}}}},\n",
       "    'death': {'total': {'value': 452671,\n",
       "      'calculated': {'population_percent': 0.1368,\n",
       "       'change_from_prior_day': 2994,\n",
       "       'seven_day_change_percent': 5.2,\n",
       "       'seven_day_average': 441797}}}}},\n",
       "  {'date': '2021-02-05',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 26586775,\n",
       "     'calculated': {'population_percent': 8.0373,\n",
       "      'change_from_prior_day': 131146,\n",
       "      'seven_day_change_percent': 3.4}}},\n",
       "   'testing': {'total': {'value': 319697595,\n",
       "     'calculated': {'population_percent': 96.6458,\n",
       "      'change_from_prior_day': 1868496,\n",
       "      'seven_day_change_percent': 3.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 86373,\n",
       "      'calculated': {'population_percent': 0.0261,\n",
       "       'change_from_prior_day': -2295,\n",
       "       'seven_day_change_percent': -14.5,\n",
       "       'seven_day_average': 92210}},\n",
       "     'in_icu': {'currently': {'value': 17284,\n",
       "       'calculated': {'population_percent': 0.0052,\n",
       "        'change_from_prior_day': -634,\n",
       "        'seven_day_change_percent': -11.9,\n",
       "        'seven_day_average': 18344}}},\n",
       "     'on_ventilator': {'currently': {'value': 5596,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': -136,\n",
       "        'seven_day_change_percent': -13.7,\n",
       "        'seven_day_average': 6000}}}},\n",
       "    'death': {'total': {'value': 449677,\n",
       "      'calculated': {'population_percent': 0.1359,\n",
       "       'change_from_prior_day': 3543,\n",
       "       'seven_day_change_percent': 5.3,\n",
       "       'seven_day_average': 438577}}}}},\n",
       "  {'date': '2021-02-04',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 26455629,\n",
       "     'calculated': {'population_percent': 7.9976,\n",
       "      'change_from_prior_day': 123907,\n",
       "      'seven_day_change_percent': 3.6}}},\n",
       "   'testing': {'total': {'value': 317829099,\n",
       "     'calculated': {'population_percent': 96.081,\n",
       "      'change_from_prior_day': 1663995,\n",
       "      'seven_day_change_percent': 3.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 88668,\n",
       "      'calculated': {'population_percent': 0.0268,\n",
       "       'change_from_prior_day': -2772,\n",
       "       'seven_day_change_percent': -15,\n",
       "       'seven_day_average': 94300}},\n",
       "     'in_icu': {'currently': {'value': 17918,\n",
       "       'calculated': {'population_percent': 0.0054,\n",
       "        'change_from_prior_day': -229,\n",
       "        'seven_day_change_percent': -10.9,\n",
       "        'seven_day_average': 18676}}},\n",
       "     'on_ventilator': {'currently': {'value': 5732,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': -188,\n",
       "        'seven_day_change_percent': -13.7,\n",
       "        'seven_day_average': 6127}}}},\n",
       "    'death': {'total': {'value': 446134,\n",
       "      'calculated': {'population_percent': 0.1349,\n",
       "       'change_from_prior_day': 5212,\n",
       "       'seven_day_change_percent': 5.3,\n",
       "       'seven_day_average': 435359}}}}},\n",
       "  {'date': '2021-02-03',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 26331722,\n",
       "     'calculated': {'population_percent': 7.9602,\n",
       "      'change_from_prior_day': 116960,\n",
       "      'seven_day_change_percent': 3.7}}},\n",
       "   'testing': {'total': {'value': 316165104,\n",
       "     'calculated': {'population_percent': 95.578,\n",
       "      'change_from_prior_day': 1384881,\n",
       "      'seven_day_change_percent': 4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 91440,\n",
       "      'calculated': {'population_percent': 0.0276,\n",
       "       'change_from_prior_day': -1440,\n",
       "       'seven_day_change_percent': -14.9,\n",
       "       'seven_day_average': 96534}},\n",
       "     'in_icu': {'currently': {'value': 18147,\n",
       "       'calculated': {'population_percent': 0.0055,\n",
       "        'change_from_prior_day': -241,\n",
       "        'seven_day_change_percent': -11.5,\n",
       "        'seven_day_average': 18990}}},\n",
       "     'on_ventilator': {'currently': {'value': 5920,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': -127,\n",
       "        'seven_day_change_percent': -13,\n",
       "        'seven_day_average': 6257}}}},\n",
       "    'death': {'total': {'value': 440922,\n",
       "      'calculated': {'population_percent': 0.1333,\n",
       "       'change_from_prior_day': 3685,\n",
       "       'seven_day_change_percent': 5.1,\n",
       "       'seven_day_average': 432146}}}}},\n",
       "  {'date': '2021-02-02',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 26214762,\n",
       "     'calculated': {'population_percent': 7.9248,\n",
       "      'change_from_prior_day': 117616,\n",
       "      'seven_day_change_percent': 3.9}}},\n",
       "   'testing': {'total': {'value': 314780223,\n",
       "     'calculated': {'population_percent': 95.1593,\n",
       "      'change_from_prior_day': 1385595,\n",
       "      'seven_day_change_percent': 4.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 92880,\n",
       "      'calculated': {'population_percent': 0.0281,\n",
       "       'change_from_prior_day': -656,\n",
       "       'seven_day_change_percent': -14.8,\n",
       "       'seven_day_average': 98820}},\n",
       "     'in_icu': {'currently': {'value': 18388,\n",
       "       'calculated': {'population_percent': 0.0056,\n",
       "        'change_from_prior_day': -184,\n",
       "        'seven_day_change_percent': -10.6,\n",
       "        'seven_day_average': 19325}}},\n",
       "     'on_ventilator': {'currently': {'value': 6047,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': -39,\n",
       "        'seven_day_change_percent': -11.5,\n",
       "        'seven_day_average': 6383}}}},\n",
       "    'death': {'total': {'value': 437237,\n",
       "      'calculated': {'population_percent': 0.1322,\n",
       "       'change_from_prior_day': 3486,\n",
       "       'seven_day_change_percent': 5.2,\n",
       "       'seven_day_average': 429105}}}}},\n",
       "  {'date': '2021-02-01',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 26097146,\n",
       "     'calculated': {'population_percent': 7.8893,\n",
       "      'change_from_prior_day': 120200,\n",
       "      'seven_day_change_percent': 4}}},\n",
       "   'testing': {'total': {'value': 313394628,\n",
       "     'calculated': {'population_percent': 94.7404,\n",
       "      'change_from_prior_day': 1507545,\n",
       "      'seven_day_change_percent': 4.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 93536,\n",
       "      'calculated': {'population_percent': 0.0283,\n",
       "       'change_from_prior_day': -1477,\n",
       "       'seven_day_change_percent': -14.9,\n",
       "       'seven_day_average': 101117}},\n",
       "     'in_icu': {'currently': {'value': 18572,\n",
       "       'calculated': {'population_percent': 0.0056,\n",
       "        'change_from_prior_day': -396,\n",
       "        'seven_day_change_percent': -11,\n",
       "        'seven_day_average': 19637}}},\n",
       "     'on_ventilator': {'currently': {'value': 6086,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': -205,\n",
       "        'seven_day_change_percent': -11.2,\n",
       "        'seven_day_average': 6496}}}},\n",
       "    'death': {'total': {'value': 433751,\n",
       "      'calculated': {'population_percent': 0.1311,\n",
       "       'change_from_prior_day': 1562,\n",
       "       'seven_day_change_percent': 5.3,\n",
       "       'seven_day_average': 426008}}}}},\n",
       "  {'date': '2021-01-31',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 25976946,\n",
       "     'calculated': {'population_percent': 7.8529,\n",
       "      'change_from_prior_day': 119367,\n",
       "      'seven_day_change_percent': 4.1}}},\n",
       "   'testing': {'total': {'value': 311887083,\n",
       "     'calculated': {'population_percent': 94.2847,\n",
       "      'change_from_prior_day': 1725724,\n",
       "      'seven_day_change_percent': 4.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 95013,\n",
       "      'calculated': {'population_percent': 0.0287,\n",
       "       'change_from_prior_day': -2548,\n",
       "       'seven_day_change_percent': -14.1,\n",
       "       'seven_day_average': 103460}},\n",
       "     'in_icu': {'currently': {'value': 18968,\n",
       "       'calculated': {'population_percent': 0.0057,\n",
       "        'change_from_prior_day': -162,\n",
       "        'seven_day_change_percent': -10.4,\n",
       "        'seven_day_average': 19966}}},\n",
       "     'on_ventilator': {'currently': {'value': 6291,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': -38,\n",
       "        'seven_day_change_percent': -10,\n",
       "        'seven_day_average': 6606}}}},\n",
       "    'death': {'total': {'value': 432189,\n",
       "      'calculated': {'population_percent': 0.1307,\n",
       "       'change_from_prior_day': 2059,\n",
       "       'seven_day_change_percent': 5.4,\n",
       "       'seven_day_average': 422875}}}}},\n",
       "  {'date': '2021-01-30',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 25857579,\n",
       "     'calculated': {'population_percent': 7.8168,\n",
       "      'change_from_prior_day': 148824,\n",
       "      'seven_day_change_percent': 4.2}}},\n",
       "   'testing': {'total': {'value': 310161359,\n",
       "     'calculated': {'population_percent': 93.763,\n",
       "      'change_from_prior_day': 2139579,\n",
       "      'seven_day_change_percent': 4.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 97561,\n",
       "      'calculated': {'population_percent': 0.0295,\n",
       "       'change_from_prior_day': -3442,\n",
       "       'seven_day_change_percent': -14.1,\n",
       "       'seven_day_average': 105691}},\n",
       "     'in_icu': {'currently': {'value': 19130,\n",
       "       'calculated': {'population_percent': 0.0058,\n",
       "        'change_from_prior_day': -479,\n",
       "        'seven_day_change_percent': -11.7,\n",
       "        'seven_day_average': 20281}}},\n",
       "     'on_ventilator': {'currently': {'value': 6329,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': -154,\n",
       "        'seven_day_change_percent': -11,\n",
       "        'seven_day_average': 6705}}}},\n",
       "    'death': {'total': {'value': 430130,\n",
       "      'calculated': {'population_percent': 0.13,\n",
       "       'change_from_prior_day': 2982,\n",
       "       'seven_day_change_percent': 5.4,\n",
       "       'seven_day_average': 419738}}}}},\n",
       "  {'date': '2021-01-29',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 25708755,\n",
       "     'calculated': {'population_percent': 7.7719,\n",
       "      'change_from_prior_day': 167111,\n",
       "      'seven_day_change_percent': 4.4}}},\n",
       "   'testing': {'total': {'value': 308021780,\n",
       "     'calculated': {'population_percent': 93.1162,\n",
       "      'change_from_prior_day': 1955101,\n",
       "      'seven_day_change_percent': 4.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 101003,\n",
       "      'calculated': {'population_percent': 0.0305,\n",
       "       'change_from_prior_day': -3300,\n",
       "       'seven_day_change_percent': -13.1,\n",
       "       'seven_day_average': 107983}},\n",
       "     'in_icu': {'currently': {'value': 19609,\n",
       "       'calculated': {'population_percent': 0.0059,\n",
       "        'change_from_prior_day': -504,\n",
       "        'seven_day_change_percent': -10.9,\n",
       "        'seven_day_average': 20642}}},\n",
       "     'on_ventilator': {'currently': {'value': 6483,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': -159,\n",
       "        'seven_day_change_percent': -10.4,\n",
       "        'seven_day_average': 6817}}}},\n",
       "    'death': {'total': {'value': 427148,\n",
       "      'calculated': {'population_percent': 0.1291,\n",
       "       'change_from_prior_day': 3503,\n",
       "       'seven_day_change_percent': 5.5,\n",
       "       'seven_day_average': 416618}}}}},\n",
       "  {'date': '2021-01-28',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 25541644,\n",
       "     'calculated': {'population_percent': 7.7213,\n",
       "      'change_from_prior_day': 157306,\n",
       "      'seven_day_change_percent': 4.5}}},\n",
       "   'testing': {'total': {'value': 306066679,\n",
       "     'calculated': {'population_percent': 92.5252,\n",
       "      'change_from_prior_day': 1936761,\n",
       "      'seven_day_change_percent': 4.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 104303,\n",
       "      'calculated': {'population_percent': 0.0315,\n",
       "       'change_from_prior_day': -3141,\n",
       "       'seven_day_change_percent': -13,\n",
       "       'seven_day_average': 110163}},\n",
       "     'in_icu': {'currently': {'value': 20113,\n",
       "       'calculated': {'population_percent': 0.0061,\n",
       "        'change_from_prior_day': -384,\n",
       "        'seven_day_change_percent': -9.8,\n",
       "        'seven_day_average': 20984}}},\n",
       "     'on_ventilator': {'currently': {'value': 6642,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': -164,\n",
       "        'seven_day_change_percent': -9.9,\n",
       "        'seven_day_average': 6925}}}},\n",
       "    'death': {'total': {'value': 423645,\n",
       "      'calculated': {'population_percent': 0.1281,\n",
       "       'change_from_prior_day': 4011,\n",
       "       'seven_day_change_percent': 5.7,\n",
       "       'seven_day_average': 413410}}}}},\n",
       "  {'date': '2021-01-27',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 25384338,\n",
       "     'calculated': {'population_percent': 7.6738,\n",
       "      'change_from_prior_day': 153985,\n",
       "      'seven_day_change_percent': 4.7}}},\n",
       "   'testing': {'total': {'value': 304129918,\n",
       "     'calculated': {'population_percent': 91.9397,\n",
       "      'change_from_prior_day': 1626393,\n",
       "      'seven_day_change_percent': 4.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 107444,\n",
       "      'calculated': {'population_percent': 0.0325,\n",
       "       'change_from_prior_day': -1516,\n",
       "       'seven_day_change_percent': -12.4,\n",
       "       'seven_day_average': 112399}},\n",
       "     'in_icu': {'currently': {'value': 20497,\n",
       "       'calculated': {'population_percent': 0.0062,\n",
       "        'change_from_prior_day': -76,\n",
       "        'seven_day_change_percent': -10.1,\n",
       "        'seven_day_average': 21298}}},\n",
       "     'on_ventilator': {'currently': {'value': 6806,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': -26,\n",
       "        'seven_day_change_percent': -10,\n",
       "        'seven_day_average': 7029}}}},\n",
       "    'death': {'total': {'value': 419634,\n",
       "      'calculated': {'population_percent': 0.1269,\n",
       "       'change_from_prior_day': 4077,\n",
       "       'seven_day_change_percent': 5.7,\n",
       "       'seven_day_average': 410134}}}}},\n",
       "  {'date': '2021-01-26',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 25230353,\n",
       "     'calculated': {'population_percent': 7.6272,\n",
       "      'change_from_prior_day': 146448,\n",
       "      'seven_day_change_percent': 4.9}}},\n",
       "   'testing': {'total': {'value': 302503525,\n",
       "     'calculated': {'population_percent': 91.448,\n",
       "      'change_from_prior_day': 1733799,\n",
       "      'seven_day_change_percent': 4.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 108960,\n",
       "      'calculated': {'population_percent': 0.0329,\n",
       "       'change_from_prior_day': -976,\n",
       "       'seven_day_change_percent': -12,\n",
       "       'seven_day_average': 114578}},\n",
       "     'in_icu': {'currently': {'value': 20573,\n",
       "       'calculated': {'population_percent': 0.0062,\n",
       "        'change_from_prior_day': -302,\n",
       "        'seven_day_change_percent': -10.7,\n",
       "        'seven_day_average': 21628}}},\n",
       "     'on_ventilator': {'currently': {'value': 6832,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': -25,\n",
       "        'seven_day_change_percent': -11.1,\n",
       "        'seven_day_average': 7137}}}},\n",
       "    'death': {'total': {'value': 415557,\n",
       "      'calculated': {'population_percent': 0.1256,\n",
       "       'change_from_prior_day': 3734,\n",
       "       'seven_day_change_percent': 5.9,\n",
       "       'seven_day_average': 406878}}}}},\n",
       "  {'date': '2021-01-25',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 25083905,\n",
       "     'calculated': {'population_percent': 7.583,\n",
       "      'change_from_prior_day': 133454,\n",
       "      'seven_day_change_percent': 4.9}}},\n",
       "   'testing': {'total': {'value': 300769726,\n",
       "     'calculated': {'population_percent': 90.9239,\n",
       "      'change_from_prior_day': 1630391,\n",
       "      'seven_day_change_percent': 4.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 109936,\n",
       "      'calculated': {'population_percent': 0.0332,\n",
       "       'change_from_prior_day': -692,\n",
       "       'seven_day_change_percent': -11.2,\n",
       "       'seven_day_average': 116701}},\n",
       "     'in_icu': {'currently': {'value': 20875,\n",
       "       'calculated': {'population_percent': 0.0063,\n",
       "        'change_from_prior_day': -293,\n",
       "        'seven_day_change_percent': -10.1,\n",
       "        'seven_day_average': 21979}}},\n",
       "     'on_ventilator': {'currently': {'value': 6857,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': -132,\n",
       "        'seven_day_change_percent': -11.8,\n",
       "        'seven_day_average': 7259}}}},\n",
       "    'death': {'total': {'value': 411823,\n",
       "      'calculated': {'population_percent': 0.1245,\n",
       "       'change_from_prior_day': 1593,\n",
       "       'seven_day_change_percent': 5.5,\n",
       "       'seven_day_average': 403573}}}}},\n",
       "  {'date': '2021-01-24',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 24950451,\n",
       "     'calculated': {'population_percent': 7.5426,\n",
       "      'change_from_prior_day': 144234,\n",
       "      'seven_day_change_percent': 5}}},\n",
       "   'testing': {'total': {'value': 299139335,\n",
       "     'calculated': {'population_percent': 90.431,\n",
       "      'change_from_prior_day': 1792892,\n",
       "      'seven_day_change_percent': 4.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 110628,\n",
       "      'calculated': {'population_percent': 0.0334,\n",
       "       'change_from_prior_day': -2981,\n",
       "       'seven_day_change_percent': -11.1,\n",
       "       'seven_day_average': 118688}},\n",
       "     'in_icu': {'currently': {'value': 21168,\n",
       "       'calculated': {'population_percent': 0.0064,\n",
       "        'change_from_prior_day': -489,\n",
       "        'seven_day_change_percent': -9.7,\n",
       "        'seven_day_average': 22315}}},\n",
       "     'on_ventilator': {'currently': {'value': 6989,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': -121,\n",
       "        'seven_day_change_percent': -10.4,\n",
       "        'seven_day_average': 7390}}}},\n",
       "    'death': {'total': {'value': 410230,\n",
       "      'calculated': {'population_percent': 0.124,\n",
       "       'change_from_prior_day': 1944,\n",
       "       'seven_day_change_percent': 5.5,\n",
       "       'seven_day_average': 400497}}}}},\n",
       "  {'date': '2021-01-23',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 24806217,\n",
       "     'calculated': {'population_percent': 7.499,\n",
       "      'change_from_prior_day': 177118,\n",
       "      'seven_day_change_percent': 5.2}}},\n",
       "   'testing': {'total': {'value': 297346443,\n",
       "     'calculated': {'population_percent': 89.889,\n",
       "      'change_from_prior_day': 1990072,\n",
       "      'seven_day_change_percent': 4.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 113609,\n",
       "      'calculated': {'population_percent': 0.0343,\n",
       "       'change_from_prior_day': -2655,\n",
       "       'seven_day_change_percent': -9.9,\n",
       "       'seven_day_average': 120654}},\n",
       "     'in_icu': {'currently': {'value': 21657,\n",
       "       'calculated': {'population_percent': 0.0065,\n",
       "        'change_from_prior_day': -351,\n",
       "        'seven_day_change_percent': -7.9,\n",
       "        'seven_day_average': 22639}}},\n",
       "     'on_ventilator': {'currently': {'value': 7110,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': -126,\n",
       "        'seven_day_change_percent': -8.3,\n",
       "        'seven_day_average': 7505}}}},\n",
       "    'death': {'total': {'value': 408286,\n",
       "      'calculated': {'population_percent': 0.1234,\n",
       "       'change_from_prior_day': 3591,\n",
       "       'seven_day_change_percent': 5.5,\n",
       "       'seven_day_average': 397449}}}}},\n",
       "  {'date': '2021-01-22',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 24629099,\n",
       "     'calculated': {'population_percent': 7.4455,\n",
       "      'change_from_prior_day': 190915,\n",
       "      'seven_day_change_percent': 5.4}}},\n",
       "   'testing': {'total': {'value': 295356371,\n",
       "     'calculated': {'population_percent': 89.2874,\n",
       "      'change_from_prior_day': 2022028,\n",
       "      'seven_day_change_percent': 4.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 116264,\n",
       "      'calculated': {'population_percent': 0.0351,\n",
       "       'change_from_prior_day': -3685,\n",
       "       'seven_day_change_percent': -8.6,\n",
       "       'seven_day_average': 122444}},\n",
       "     'in_icu': {'currently': {'value': 22008,\n",
       "       'calculated': {'population_percent': 0.0067,\n",
       "        'change_from_prior_day': -301,\n",
       "        'seven_day_change_percent': -6.7,\n",
       "        'seven_day_average': 22905}}},\n",
       "     'on_ventilator': {'currently': {'value': 7236,\n",
       "       'calculated': {'population_percent': 0.0022,\n",
       "        'change_from_prior_day': -134,\n",
       "        'seven_day_change_percent': -6.9,\n",
       "        'seven_day_average': 7597}}}},\n",
       "    'death': {'total': {'value': 404695,\n",
       "      'calculated': {'population_percent': 0.1223,\n",
       "       'change_from_prior_day': 3980,\n",
       "       'seven_day_change_percent': 5.6,\n",
       "       'seven_day_average': 394385}}}}},\n",
       "  {'date': '2021-01-21',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 24438184,\n",
       "     'calculated': {'population_percent': 7.3878,\n",
       "      'change_from_prior_day': 186275,\n",
       "      'seven_day_change_percent': 5.7}}},\n",
       "   'testing': {'total': {'value': 293334343,\n",
       "     'calculated': {'population_percent': 88.6761,\n",
       "      'change_from_prior_day': 1922155,\n",
       "      'seven_day_change_percent': 4.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 119949,\n",
       "      'calculated': {'population_percent': 0.0363,\n",
       "       'change_from_prior_day': -2751,\n",
       "       'seven_day_change_percent': -7,\n",
       "       'seven_day_average': 124011}},\n",
       "     'in_icu': {'currently': {'value': 22309,\n",
       "       'calculated': {'population_percent': 0.0067,\n",
       "        'change_from_prior_day': -500,\n",
       "        'seven_day_change_percent': -6.6,\n",
       "        'seven_day_average': 23132}}},\n",
       "     'on_ventilator': {'currently': {'value': 7370,\n",
       "       'calculated': {'population_percent': 0.0022,\n",
       "        'change_from_prior_day': -194,\n",
       "        'seven_day_change_percent': -6.4,\n",
       "        'seven_day_average': 7674}}}},\n",
       "    'death': {'total': {'value': 400715,\n",
       "      'calculated': {'population_percent': 0.1211,\n",
       "       'change_from_prior_day': 3878,\n",
       "       'seven_day_change_percent': 5.6,\n",
       "       'seven_day_average': 391304}}}}},\n",
       "  {'date': '2021-01-20',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 24251909,\n",
       "     'calculated': {'population_percent': 7.3314,\n",
       "      'change_from_prior_day': 189203,\n",
       "      'seven_day_change_percent': 6}}},\n",
       "   'testing': {'total': {'value': 291412188,\n",
       "     'calculated': {'population_percent': 88.0951,\n",
       "      'change_from_prior_day': 1821802,\n",
       "      'seven_day_change_percent': 4.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 122700,\n",
       "      'calculated': {'population_percent': 0.0371,\n",
       "       'change_from_prior_day': -1120,\n",
       "       'seven_day_change_percent': -5.9,\n",
       "       'seven_day_average': 125297}},\n",
       "     'in_icu': {'currently': {'value': 22809,\n",
       "       'calculated': {'population_percent': 0.0069,\n",
       "        'change_from_prior_day': -220,\n",
       "        'seven_day_change_percent': -4.4,\n",
       "        'seven_day_average': 23358}}},\n",
       "     'on_ventilator': {'currently': {'value': 7564,\n",
       "       'calculated': {'population_percent': 0.0023,\n",
       "        'change_from_prior_day': -124,\n",
       "        'seven_day_change_percent': -4.3,\n",
       "        'seven_day_average': 7747}}}},\n",
       "    'death': {'total': {'value': 396837,\n",
       "      'calculated': {'population_percent': 0.12,\n",
       "       'change_from_prior_day': 4409,\n",
       "       'seven_day_change_percent': 5.7,\n",
       "       'seven_day_average': 388266}}}}},\n",
       "  {'date': '2021-01-19',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 24062706,\n",
       "     'calculated': {'population_percent': 7.2743,\n",
       "      'change_from_prior_day': 146626,\n",
       "      'seven_day_change_percent': 6.2}}},\n",
       "   'testing': {'total': {'value': 289590386,\n",
       "     'calculated': {'population_percent': 87.5443,\n",
       "      'change_from_prior_day': 1637938,\n",
       "      'seven_day_change_percent': 4.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 123820,\n",
       "      'calculated': {'population_percent': 0.0374,\n",
       "       'change_from_prior_day': -28,\n",
       "       'seven_day_change_percent': -5.7,\n",
       "       'seven_day_average': 126395}},\n",
       "     'in_icu': {'currently': {'value': 23029,\n",
       "       'calculated': {'population_percent': 0.007,\n",
       "        'change_from_prior_day': -197,\n",
       "        'seven_day_change_percent': -3.6,\n",
       "        'seven_day_average': 23507}}},\n",
       "     'on_ventilator': {'currently': {'value': 7688,\n",
       "       'calculated': {'population_percent': 0.0023,\n",
       "        'change_from_prior_day': -84,\n",
       "        'seven_day_change_percent': -2.4,\n",
       "        'seven_day_average': 7795}}}},\n",
       "    'death': {'total': {'value': 392428,\n",
       "      'calculated': {'population_percent': 0.1186,\n",
       "       'change_from_prior_day': 2141,\n",
       "       'seven_day_change_percent': 5.6,\n",
       "       'seven_day_average': 385223}}}}},\n",
       "  {'date': '2021-01-18',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 23916080,\n",
       "     'calculated': {'population_percent': 7.2299,\n",
       "      'change_from_prior_day': 150792,\n",
       "      'seven_day_change_percent': 6.6}}},\n",
       "   'testing': {'total': {'value': 287952448,\n",
       "     'calculated': {'population_percent': 87.0492,\n",
       "      'change_from_prior_day': 1771268,\n",
       "      'seven_day_change_percent': 5.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 123848,\n",
       "      'calculated': {'population_percent': 0.0374,\n",
       "       'change_from_prior_day': -539,\n",
       "       'seven_day_change_percent': -4.6,\n",
       "       'seven_day_average': 127468}},\n",
       "     'in_icu': {'currently': {'value': 23226,\n",
       "       'calculated': {'population_percent': 0.007,\n",
       "        'change_from_prior_day': -206,\n",
       "        'seven_day_change_percent': -1.2,\n",
       "        'seven_day_average': 23629}}},\n",
       "     'on_ventilator': {'currently': {'value': 7772,\n",
       "       'calculated': {'population_percent': 0.0023,\n",
       "        'change_from_prior_day': -25,\n",
       "        'seven_day_change_percent': -0.2,\n",
       "        'seven_day_average': 7822}}}},\n",
       "    'death': {'total': {'value': 390287,\n",
       "      'calculated': {'population_percent': 0.118,\n",
       "       'change_from_prior_day': 1395,\n",
       "       'seven_day_change_percent': 6.2,\n",
       "       'seven_day_average': 382226}}}}},\n",
       "  {'date': '2021-01-17',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 23765288,\n",
       "     'calculated': {'population_percent': 7.1843,\n",
       "      'change_from_prior_day': 187218,\n",
       "      'seven_day_change_percent': 6.8}}},\n",
       "   'testing': {'total': {'value': 286181180,\n",
       "     'calculated': {'population_percent': 86.5137,\n",
       "      'change_from_prior_day': 1916756,\n",
       "      'seven_day_change_percent': 5.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 124387,\n",
       "      'calculated': {'population_percent': 0.0376,\n",
       "       'change_from_prior_day': -1752,\n",
       "       'seven_day_change_percent': -3.7,\n",
       "       'seven_day_average': 128317}},\n",
       "     'in_icu': {'currently': {'value': 23432,\n",
       "       'calculated': {'population_percent': 0.0071,\n",
       "        'change_from_prior_day': -92,\n",
       "        'seven_day_change_percent': -0.9,\n",
       "        'seven_day_average': 23668}}},\n",
       "     'on_ventilator': {'currently': {'value': 7797,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': 42,\n",
       "        'seven_day_change_percent': -1,\n",
       "        'seven_day_average': 7824}}}},\n",
       "    'death': {'total': {'value': 388892,\n",
       "      'calculated': {'population_percent': 0.1176,\n",
       "       'change_from_prior_day': 2053,\n",
       "       'seven_day_change_percent': 6.4,\n",
       "       'seven_day_average': 378955}}}}},\n",
       "  {'date': '2021-01-16',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 23578070,\n",
       "     'calculated': {'population_percent': 7.1277,\n",
       "      'change_from_prior_day': 218085,\n",
       "      'seven_day_change_percent': 7.1}}},\n",
       "   'testing': {'total': {'value': 284264424,\n",
       "     'calculated': {'population_percent': 85.9343,\n",
       "      'change_from_prior_day': 2116224,\n",
       "      'seven_day_change_percent': 5.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 126139,\n",
       "      'calculated': {'population_percent': 0.0381,\n",
       "       'change_from_prior_day': -1096,\n",
       "       'seven_day_change_percent': -3.5,\n",
       "       'seven_day_average': 129008}},\n",
       "     'in_icu': {'currently': {'value': 23524,\n",
       "       'calculated': {'population_percent': 0.0071,\n",
       "        'change_from_prior_day': -69,\n",
       "        'seven_day_change_percent': -0.8,\n",
       "        'seven_day_average': 23698}}},\n",
       "     'on_ventilator': {'currently': {'value': 7755,\n",
       "       'calculated': {'population_percent': 0.0023,\n",
       "        'change_from_prior_day': -17,\n",
       "        'seven_day_change_percent': -0.5,\n",
       "        'seven_day_average': 7836}}}},\n",
       "    'death': {'total': {'value': 386839,\n",
       "      'calculated': {'population_percent': 0.1169,\n",
       "       'change_from_prior_day': 3709,\n",
       "       'seven_day_change_percent': 6.4,\n",
       "       'seven_day_average': 375635}}}}},\n",
       "  {'date': '2021-01-15',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 23359985,\n",
       "     'calculated': {'population_percent': 7.0618,\n",
       "      'change_from_prior_day': 246454,\n",
       "      'seven_day_change_percent': 7.4}}},\n",
       "   'testing': {'total': {'value': 282148200,\n",
       "     'calculated': {'population_percent': 85.2945,\n",
       "      'change_from_prior_day': 2309884,\n",
       "      'seven_day_change_percent': 5.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 127235,\n",
       "      'calculated': {'population_percent': 0.0385,\n",
       "       'change_from_prior_day': -1712,\n",
       "       'seven_day_change_percent': -3.6,\n",
       "       'seven_day_average': 129671}},\n",
       "     'in_icu': {'currently': {'value': 23593,\n",
       "       'calculated': {'population_percent': 0.0071,\n",
       "        'change_from_prior_day': -298,\n",
       "        'seven_day_change_percent': -1.3,\n",
       "        'seven_day_average': 23726}}},\n",
       "     'on_ventilator': {'currently': {'value': 7772,\n",
       "       'calculated': {'population_percent': 0.0023,\n",
       "        'change_from_prior_day': -106,\n",
       "        'seven_day_change_percent': -1.7,\n",
       "        'seven_day_average': 7841}}}},\n",
       "    'death': {'total': {'value': 383130,\n",
       "      'calculated': {'population_percent': 0.1158,\n",
       "       'change_from_prior_day': 3679,\n",
       "       'seven_day_change_percent': 6.4,\n",
       "       'seven_day_average': 372312}}}}},\n",
       "  {'date': '2021-01-14',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 23113531,\n",
       "     'calculated': {'population_percent': 6.9873,\n",
       "      'change_from_prior_day': 225616,\n",
       "      'seven_day_change_percent': 7.7}}},\n",
       "   'testing': {'total': {'value': 279838316,\n",
       "     'calculated': {'population_percent': 84.5962,\n",
       "      'change_from_prior_day': 2048899,\n",
       "      'seven_day_change_percent': 5.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 128947,\n",
       "      'calculated': {'population_percent': 0.039,\n",
       "       'change_from_prior_day': -1444,\n",
       "       'seven_day_change_percent': -2.6,\n",
       "       'seven_day_average': 130340}},\n",
       "     'in_icu': {'currently': {'value': 23891,\n",
       "       'calculated': {'population_percent': 0.0072,\n",
       "        'change_from_prior_day': 34,\n",
       "        'seven_day_change_percent': 0.3,\n",
       "        'seven_day_average': 23771}}},\n",
       "     'on_ventilator': {'currently': {'value': 7878,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': -24,\n",
       "        'seven_day_change_percent': -0.3,\n",
       "        'seven_day_average': 7860}}}},\n",
       "    'death': {'total': {'value': 379451,\n",
       "      'calculated': {'population_percent': 0.1147,\n",
       "       'change_from_prior_day': 3915,\n",
       "       'seven_day_change_percent': 6.5,\n",
       "       'seven_day_average': 369015}}}}},\n",
       "  {'date': '2021-01-13',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 22887915,\n",
       "     'calculated': {'population_percent': 6.9191,\n",
       "      'change_from_prior_day': 224491,\n",
       "      'seven_day_change_percent': 8}}},\n",
       "   'testing': {'total': {'value': 277789417,\n",
       "     'calculated': {'population_percent': 83.9768,\n",
       "      'change_from_prior_day': 1827396,\n",
       "      'seven_day_change_percent': 5.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 130391,\n",
       "      'calculated': {'population_percent': 0.0394,\n",
       "       'change_from_prior_day': -935,\n",
       "       'seven_day_change_percent': -1.6,\n",
       "       'seven_day_average': 130829}},\n",
       "     'in_icu': {'currently': {'value': 23857,\n",
       "       'calculated': {'population_percent': 0.0072,\n",
       "        'change_from_prior_day': -24,\n",
       "        'seven_day_change_percent': 0.6,\n",
       "        'seven_day_average': 23761}}},\n",
       "     'on_ventilator': {'currently': {'value': 7902,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': 23,\n",
       "        'seven_day_change_percent': -0.6,\n",
       "        'seven_day_average': 7863}}}},\n",
       "    'death': {'total': {'value': 375536,\n",
       "      'calculated': {'population_percent': 0.1135,\n",
       "       'change_from_prior_day': 4087,\n",
       "       'seven_day_change_percent': 6.6,\n",
       "       'seven_day_average': 365703}}}}},\n",
       "  {'date': '2021-01-12',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 22663424,\n",
       "     'calculated': {'population_percent': 6.8512,\n",
       "      'change_from_prior_day': 218020,\n",
       "      'seven_day_change_percent': 8.3}}},\n",
       "   'testing': {'total': {'value': 275962021,\n",
       "     'calculated': {'population_percent': 83.4244,\n",
       "      'change_from_prior_day': 1944234,\n",
       "      'seven_day_change_percent': 5.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 131326,\n",
       "      'calculated': {'population_percent': 0.0397,\n",
       "       'change_from_prior_day': 1533,\n",
       "       'seven_day_change_percent': 0.1,\n",
       "       'seven_day_average': 131127}},\n",
       "     'in_icu': {'currently': {'value': 23881,\n",
       "       'calculated': {'population_percent': 0.0072,\n",
       "        'change_from_prior_day': 380,\n",
       "        'seven_day_change_percent': 1.6,\n",
       "        'seven_day_average': 23740}}},\n",
       "     'on_ventilator': {'currently': {'value': 7879,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': 93,\n",
       "        'seven_day_change_percent': -1.2,\n",
       "        'seven_day_average': 7870}}}},\n",
       "    'death': {'total': {'value': 371449,\n",
       "      'calculated': {'population_percent': 0.1123,\n",
       "       'change_from_prior_day': 4064,\n",
       "       'seven_day_change_percent': 6.7,\n",
       "       'seven_day_average': 362367}}}}},\n",
       "  {'date': '2021-01-11',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 22445404,\n",
       "     'calculated': {'population_percent': 6.7853,\n",
       "      'change_from_prior_day': 195255,\n",
       "      'seven_day_change_percent': 8.4}}},\n",
       "   'testing': {'total': {'value': 274017787,\n",
       "     'calculated': {'population_percent': 82.8367,\n",
       "      'change_from_prior_day': 1695767,\n",
       "      'seven_day_change_percent': 5.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 129793,\n",
       "      'calculated': {'population_percent': 0.0392,\n",
       "       'change_from_prior_day': 570,\n",
       "       'seven_day_change_percent': 1.2,\n",
       "       'seven_day_average': 131108}},\n",
       "     'in_icu': {'currently': {'value': 23501,\n",
       "       'calculated': {'population_percent': 0.0071,\n",
       "        'change_from_prior_day': -139,\n",
       "        'seven_day_change_percent': 0.3,\n",
       "        'seven_day_average': 23687}}},\n",
       "     'on_ventilator': {'currently': {'value': 7786,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': -92,\n",
       "        'seven_day_change_percent': -1.8,\n",
       "        'seven_day_average': 7884}}}},\n",
       "    'death': {'total': {'value': 367385,\n",
       "      'calculated': {'population_percent': 0.1111,\n",
       "       'change_from_prior_day': 1733,\n",
       "       'seven_day_change_percent': 6.5,\n",
       "       'seven_day_average': 359058}}}}},\n",
       "  {'date': '2021-01-10',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 22250149,\n",
       "     'calculated': {'population_percent': 6.7263,\n",
       "      'change_from_prior_day': 228732,\n",
       "      'seven_day_change_percent': 8.3}}},\n",
       "   'testing': {'total': {'value': 272322020,\n",
       "     'calculated': {'population_percent': 82.324,\n",
       "      'change_from_prior_day': 2051661,\n",
       "      'seven_day_change_percent': 5.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 129223,\n",
       "      'calculated': {'population_percent': 0.0391,\n",
       "       'change_from_prior_day': -1558,\n",
       "       'seven_day_change_percent': 2.9,\n",
       "       'seven_day_average': 130882}},\n",
       "     'in_icu': {'currently': {'value': 23640,\n",
       "       'calculated': {'population_percent': 0.0071,\n",
       "        'change_from_prior_day': -78,\n",
       "        'seven_day_change_percent': 1.7,\n",
       "        'seven_day_average': 23678}}},\n",
       "     'on_ventilator': {'currently': {'value': 7878,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': 87,\n",
       "        'seven_day_change_percent': -0.8,\n",
       "        'seven_day_average': 7904}}}},\n",
       "    'death': {'total': {'value': 365652,\n",
       "      'calculated': {'population_percent': 0.1105,\n",
       "       'change_from_prior_day': 2068,\n",
       "       'seven_day_change_percent': 6.5,\n",
       "       'seven_day_average': 355832}}}}},\n",
       "  {'date': '2021-01-09',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 22021417,\n",
       "     'calculated': {'population_percent': 6.6572,\n",
       "      'change_from_prior_day': 269368,\n",
       "      'seven_day_change_percent': 8.3}}},\n",
       "   'testing': {'total': {'value': 270270359,\n",
       "     'calculated': {'population_percent': 81.7038,\n",
       "      'change_from_prior_day': 2137700,\n",
       "      'seven_day_change_percent': 4.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 130781,\n",
       "      'calculated': {'population_percent': 0.0395,\n",
       "       'change_from_prior_day': -1140,\n",
       "       'seven_day_change_percent': 5.8,\n",
       "       'seven_day_average': 130359}},\n",
       "     'in_icu': {'currently': {'value': 23718,\n",
       "       'calculated': {'population_percent': 0.0072,\n",
       "        'change_from_prior_day': -194,\n",
       "        'seven_day_change_percent': 2.5,\n",
       "        'seven_day_average': 23621}}},\n",
       "     'on_ventilator': {'currently': {'value': 7791,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': -117,\n",
       "        'seven_day_change_percent': -1.5,\n",
       "        'seven_day_average': 7913}}}},\n",
       "    'death': {'total': {'value': 363584,\n",
       "      'calculated': {'population_percent': 0.1099,\n",
       "       'change_from_prior_day': 3537,\n",
       "       'seven_day_change_percent': 6.4,\n",
       "       'seven_day_average': 352633}}}}},\n",
       "  {'date': '2021-01-08',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 21752049,\n",
       "     'calculated': {'population_percent': 6.5757,\n",
       "      'change_from_prior_day': 295121,\n",
       "      'seven_day_change_percent': 8.5}}},\n",
       "   'testing': {'total': {'value': 268132659,\n",
       "     'calculated': {'population_percent': 81.0576,\n",
       "      'change_from_prior_day': 2146223,\n",
       "      'seven_day_change_percent': 4.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 131921,\n",
       "      'calculated': {'population_percent': 0.0399,\n",
       "       'change_from_prior_day': -449,\n",
       "       'seven_day_change_percent': 5.5,\n",
       "       'seven_day_average': 129335}},\n",
       "     'in_icu': {'currently': {'value': 23912,\n",
       "       'calculated': {'population_percent': 0.0072,\n",
       "        'change_from_prior_day': 91,\n",
       "        'seven_day_change_percent': 2.8,\n",
       "        'seven_day_average': 23537}}},\n",
       "     'on_ventilator': {'currently': {'value': 7908,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': 8,\n",
       "        'seven_day_change_percent': -1,\n",
       "        'seven_day_average': 7930}}}},\n",
       "    'death': {'total': {'value': 360047,\n",
       "      'calculated': {'population_percent': 0.1088,\n",
       "       'change_from_prior_day': 3780,\n",
       "       'seven_day_change_percent': 6.1,\n",
       "       'seven_day_average': 349521}}}}},\n",
       "  {'date': '2021-01-07',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 21456928,\n",
       "     'calculated': {'population_percent': 6.4865,\n",
       "      'change_from_prior_day': 272043,\n",
       "      'seven_day_change_percent': 8}}},\n",
       "   'testing': {'total': {'value': 265986436,\n",
       "     'calculated': {'population_percent': 80.4087,\n",
       "      'change_from_prior_day': 1928262,\n",
       "      'seven_day_change_percent': 4.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 132370,\n",
       "      'calculated': {'population_percent': 0.04,\n",
       "       'change_from_prior_day': -104,\n",
       "       'seven_day_change_percent': 5.5,\n",
       "       'seven_day_average': 128353}},\n",
       "     'in_icu': {'currently': {'value': 23821,\n",
       "       'calculated': {'population_percent': 0.0072,\n",
       "        'change_from_prior_day': 113,\n",
       "        'seven_day_change_percent': 3.1,\n",
       "        'seven_day_average': 23443}}},\n",
       "     'on_ventilator': {'currently': {'value': 7900,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': -46,\n",
       "        'seven_day_change_percent': -1.3,\n",
       "        'seven_day_average': 7942}}}},\n",
       "    'death': {'total': {'value': 356267,\n",
       "      'calculated': {'population_percent': 0.1077,\n",
       "       'change_from_prior_day': 4079,\n",
       "       'seven_day_change_percent': 5.8,\n",
       "       'seven_day_average': 346570}}}}},\n",
       "  {'date': '2021-01-06',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 21184885,\n",
       "     'calculated': {'population_percent': 6.4043,\n",
       "      'change_from_prior_day': 250184,\n",
       "      'seven_day_change_percent': 7.9}}},\n",
       "   'testing': {'total': {'value': 264058174,\n",
       "     'calculated': {'population_percent': 79.8258,\n",
       "      'change_from_prior_day': 1650493,\n",
       "      'seven_day_change_percent': 4.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 132474,\n",
       "      'calculated': {'population_percent': 0.04,\n",
       "       'change_from_prior_day': 1279,\n",
       "       'seven_day_change_percent': 5.8,\n",
       "       'seven_day_average': 127361}},\n",
       "     'in_icu': {'currently': {'value': 23708,\n",
       "       'calculated': {'population_percent': 0.0072,\n",
       "        'change_from_prior_day': 199,\n",
       "        'seven_day_change_percent': 2.8,\n",
       "        'seven_day_average': 23340}}},\n",
       "     'on_ventilator': {'currently': {'value': 7946,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': -30,\n",
       "        'seven_day_change_percent': 0.2,\n",
       "        'seven_day_average': 7956}}}},\n",
       "    'death': {'total': {'value': 352188,\n",
       "      'calculated': {'population_percent': 0.1065,\n",
       "       'change_from_prior_day': 3902,\n",
       "       'seven_day_change_percent': 5.6,\n",
       "       'seven_day_average': 343790}}}}},\n",
       "  {'date': '2021-01-05',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 20934701,\n",
       "     'calculated': {'population_percent': 6.3286,\n",
       "      'change_from_prior_day': 219075,\n",
       "      'seven_day_change_percent': 7.9}}},\n",
       "   'testing': {'total': {'value': 262407681,\n",
       "     'calculated': {'population_percent': 79.3269,\n",
       "      'change_from_prior_day': 1721007,\n",
       "      'seven_day_change_percent': 4.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 131195,\n",
       "      'calculated': {'population_percent': 0.0397,\n",
       "       'change_from_prior_day': 2985,\n",
       "       'seven_day_change_percent': 5.2,\n",
       "       'seven_day_average': 126324}},\n",
       "     'in_icu': {'currently': {'value': 23509,\n",
       "       'calculated': {'population_percent': 0.0071,\n",
       "        'change_from_prior_day': 74,\n",
       "        'seven_day_change_percent': 2.9,\n",
       "        'seven_day_average': 23249}}},\n",
       "     'on_ventilator': {'currently': {'value': 7976,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': 46,\n",
       "        'seven_day_change_percent': 1.2,\n",
       "        'seven_day_average': 7954}}}},\n",
       "    'death': {'total': {'value': 348286,\n",
       "      'calculated': {'population_percent': 0.1053,\n",
       "       'change_from_prior_day': 3484,\n",
       "       'seven_day_change_percent': 5.7,\n",
       "       'seven_day_average': 341121}}}}},\n",
       "  {'date': '2021-01-04',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 20715626,\n",
       "     'calculated': {'population_percent': 6.2624,\n",
       "      'change_from_prior_day': 179571,\n",
       "      'seven_day_change_percent': 7.8}}},\n",
       "   'testing': {'total': {'value': 260686674,\n",
       "     'calculated': {'population_percent': 78.8066,\n",
       "      'change_from_prior_day': 1512611,\n",
       "      'seven_day_change_percent': 4.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 128210,\n",
       "      'calculated': {'population_percent': 0.0388,\n",
       "       'change_from_prior_day': 2648,\n",
       "       'seven_day_change_percent': 5.8,\n",
       "       'seven_day_average': 125395}},\n",
       "     'in_icu': {'currently': {'value': 23435,\n",
       "       'calculated': {'population_percent': 0.0071,\n",
       "        'change_from_prior_day': 192,\n",
       "        'seven_day_change_percent': 3.8,\n",
       "        'seven_day_average': 23153}}},\n",
       "     'on_ventilator': {'currently': {'value': 7930,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': -9,\n",
       "        'seven_day_change_percent': -0.2,\n",
       "        'seven_day_average': 7941}}}},\n",
       "    'death': {'total': {'value': 344802,\n",
       "      'calculated': {'population_percent': 0.1042,\n",
       "       'change_from_prior_day': 1547,\n",
       "       'seven_day_change_percent': 5.7,\n",
       "       'seven_day_average': 338452}}}}},\n",
       "  {'date': '2021-01-03',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 20536055,\n",
       "     'calculated': {'population_percent': 6.2081,\n",
       "      'change_from_prior_day': 208457,\n",
       "      'seven_day_change_percent': 7.8}}},\n",
       "   'testing': {'total': {'value': 259174063,\n",
       "     'calculated': {'population_percent': 78.3493,\n",
       "      'change_from_prior_day': 1444257,\n",
       "      'seven_day_change_percent': 4.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 125562,\n",
       "      'calculated': {'population_percent': 0.038,\n",
       "       'change_from_prior_day': 1948,\n",
       "       'seven_day_change_percent': 5.8,\n",
       "       'seven_day_average': 124393}},\n",
       "     'in_icu': {'currently': {'value': 23243,\n",
       "       'calculated': {'population_percent': 0.007,\n",
       "        'change_from_prior_day': 110,\n",
       "        'seven_day_change_percent': 3.5,\n",
       "        'seven_day_average': 23031}}},\n",
       "     'on_ventilator': {'currently': {'value': 7939,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': 29,\n",
       "        'seven_day_change_percent': 0.8,\n",
       "        'seven_day_average': 7944}}}},\n",
       "    'death': {'total': {'value': 343255,\n",
       "      'calculated': {'population_percent': 0.1038,\n",
       "       'change_from_prior_day': 1455,\n",
       "       'seven_day_change_percent': 5.7,\n",
       "       'seven_day_average': 335811}}}}},\n",
       "  {'date': '2021-01-02',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 20327598,\n",
       "     'calculated': {'population_percent': 6.1451,\n",
       "      'change_from_prior_day': 280318,\n",
       "      'seven_day_change_percent': 7.6}}},\n",
       "   'testing': {'total': {'value': 257729806,\n",
       "     'calculated': {'population_percent': 77.9127,\n",
       "      'change_from_prior_day': 1934350,\n",
       "      'seven_day_change_percent': 4.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 123614,\n",
       "      'calculated': {'population_percent': 0.0374,\n",
       "       'change_from_prior_day': -1433,\n",
       "       'seven_day_change_percent': 5.3,\n",
       "       'seven_day_average': 123416}},\n",
       "     'in_icu': {'currently': {'value': 23133,\n",
       "       'calculated': {'population_percent': 0.007,\n",
       "        'change_from_prior_day': -122,\n",
       "        'seven_day_change_percent': 3.4,\n",
       "        'seven_day_average': 22917}}},\n",
       "     'on_ventilator': {'currently': {'value': 7910,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': -80,\n",
       "        'seven_day_change_percent': 1.3,\n",
       "        'seven_day_average': 7935}}}},\n",
       "    'death': {'total': {'value': 341800,\n",
       "      'calculated': {'population_percent': 0.1033,\n",
       "       'change_from_prior_day': 2406,\n",
       "       'seven_day_change_percent': 5.7,\n",
       "       'seven_day_average': 333178}}}}},\n",
       "  {'date': '2021-01-01',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 20047280,\n",
       "     'calculated': {'population_percent': 6.0604,\n",
       "      'change_from_prior_day': 182906,\n",
       "      'seven_day_change_percent': 7.2}}},\n",
       "   'testing': {'total': {'value': 255795456,\n",
       "     'calculated': {'population_percent': 77.328,\n",
       "      'change_from_prior_day': 1545537,\n",
       "      'seven_day_change_percent': 4.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 125047,\n",
       "      'calculated': {'population_percent': 0.0378,\n",
       "       'change_from_prior_day': -376,\n",
       "       'seven_day_change_percent': 5.1,\n",
       "       'seven_day_average': 122520}},\n",
       "     'in_icu': {'currently': {'value': 23255,\n",
       "       'calculated': {'population_percent': 0.007,\n",
       "        'change_from_prior_day': 158,\n",
       "        'seven_day_change_percent': 3.7,\n",
       "        'seven_day_average': 22808}}},\n",
       "     'on_ventilator': {'currently': {'value': 7990,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': -14,\n",
       "        'seven_day_change_percent': 2,\n",
       "        'seven_day_average': 7921}}}},\n",
       "    'death': {'total': {'value': 339394,\n",
       "      'calculated': {'population_percent': 0.1026,\n",
       "       'change_from_prior_day': 2592,\n",
       "       'seven_day_change_percent': 5.4,\n",
       "       'seven_day_average': 330554}}}}},\n",
       "  {'date': '2020-12-31',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 19864374,\n",
       "     'calculated': {'population_percent': 6.0051,\n",
       "      'change_from_prior_day': 226246,\n",
       "      'seven_day_change_percent': 6.9}}},\n",
       "   'testing': {'total': {'value': 254249919,\n",
       "     'calculated': {'population_percent': 76.8608,\n",
       "      'change_from_prior_day': 1797220,\n",
       "      'seven_day_change_percent': 4.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 125423,\n",
       "      'calculated': {'population_percent': 0.0379,\n",
       "       'change_from_prior_day': 203,\n",
       "       'seven_day_change_percent': 4.3,\n",
       "       'seven_day_average': 121649}},\n",
       "     'in_icu': {'currently': {'value': 23097,\n",
       "       'calculated': {'population_percent': 0.007,\n",
       "        'change_from_prior_day': 28,\n",
       "        'seven_day_change_percent': 2.1,\n",
       "        'seven_day_average': 22689}}},\n",
       "     'on_ventilator': {'currently': {'value': 8004,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': 74,\n",
       "        'seven_day_change_percent': 2.7,\n",
       "        'seven_day_average': 7898}}}},\n",
       "    'death': {'total': {'value': 336802,\n",
       "      'calculated': {'population_percent': 0.1018,\n",
       "       'change_from_prior_day': 3297,\n",
       "       'seven_day_change_percent': 5.1,\n",
       "       'seven_day_average': 328069}}}}},\n",
       "  {'date': '2020-12-30',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 19638128,\n",
       "     'calculated': {'population_percent': 5.9367,\n",
       "      'change_from_prior_day': 229496,\n",
       "      'seven_day_change_percent': 6.9}}},\n",
       "   'testing': {'total': {'value': 252452699,\n",
       "     'calculated': {'population_percent': 76.3174,\n",
       "      'change_from_prior_day': 1583713,\n",
       "      'seven_day_change_percent': 4.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 125220,\n",
       "      'calculated': {'population_percent': 0.0379,\n",
       "       'change_from_prior_day': 534,\n",
       "       'seven_day_change_percent': 4.8,\n",
       "       'seven_day_average': 120903}},\n",
       "     'in_icu': {'currently': {'value': 23069,\n",
       "       'calculated': {'population_percent': 0.007,\n",
       "        'change_from_prior_day': 231,\n",
       "        'seven_day_change_percent': 2.6,\n",
       "        'seven_day_average': 22621}}},\n",
       "     'on_ventilator': {'currently': {'value': 7930,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': 45,\n",
       "        'seven_day_change_percent': 1.4,\n",
       "        'seven_day_average': 7868}}}},\n",
       "    'death': {'total': {'value': 333505,\n",
       "      'calculated': {'population_percent': 0.1008,\n",
       "       'change_from_prior_day': 3900,\n",
       "       'seven_day_change_percent': 5,\n",
       "       'seven_day_average': 325733}}}}},\n",
       "  {'date': '2020-12-29',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 19408632,\n",
       "     'calculated': {'population_percent': 5.8673,\n",
       "      'change_from_prior_day': 199679,\n",
       "      'seven_day_change_percent': 7}}},\n",
       "   'testing': {'total': {'value': 250868986,\n",
       "     'calculated': {'population_percent': 75.8387,\n",
       "      'change_from_prior_day': 1343514,\n",
       "      'seven_day_change_percent': 4.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 124686,\n",
       "      'calculated': {'population_percent': 0.0377,\n",
       "       'change_from_prior_day': 3484,\n",
       "       'seven_day_change_percent': 5.9,\n",
       "       'seven_day_average': 120080}},\n",
       "     'in_icu': {'currently': {'value': 22838,\n",
       "       'calculated': {'population_percent': 0.0069,\n",
       "        'change_from_prior_day': 259,\n",
       "        'seven_day_change_percent': 2.8,\n",
       "        'seven_day_average': 22538}}},\n",
       "     'on_ventilator': {'currently': {'value': 7885,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': -63,\n",
       "        'seven_day_change_percent': 0.7,\n",
       "        'seven_day_average': 7852}}}},\n",
       "    'death': {'total': {'value': 329605,\n",
       "      'calculated': {'population_percent': 0.0996,\n",
       "       'change_from_prior_day': 3289,\n",
       "       'seven_day_change_percent': 4.9,\n",
       "       'seven_day_average': 323446}}}}},\n",
       "  {'date': '2020-12-28',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 19208953,\n",
       "     'calculated': {'population_percent': 5.8069,\n",
       "      'change_from_prior_day': 164127,\n",
       "      'seven_day_change_percent': 7}}},\n",
       "   'testing': {'total': {'value': 249525472,\n",
       "     'calculated': {'population_percent': 75.4325,\n",
       "      'change_from_prior_day': 1332122,\n",
       "      'seven_day_change_percent': 5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 121202,\n",
       "      'calculated': {'population_percent': 0.0366,\n",
       "       'change_from_prior_day': 2482,\n",
       "       'seven_day_change_percent': 5.1,\n",
       "       'seven_day_average': 119093}},\n",
       "     'in_icu': {'currently': {'value': 22579,\n",
       "       'calculated': {'population_percent': 0.0068,\n",
       "        'change_from_prior_day': 132,\n",
       "        'seven_day_change_percent': 3.2,\n",
       "        'seven_day_average': 22449}}},\n",
       "     'on_ventilator': {'currently': {'value': 7948,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': 70,\n",
       "        'seven_day_change_percent': 2.1,\n",
       "        'seven_day_average': 7844}}}},\n",
       "    'death': {'total': {'value': 326316,\n",
       "      'calculated': {'population_percent': 0.0986,\n",
       "       'change_from_prior_day': 1490,\n",
       "       'seven_day_change_percent': 4.9,\n",
       "       'seven_day_average': 321231}}}}},\n",
       "  {'date': '2020-12-27',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 19044826,\n",
       "     'calculated': {'population_percent': 5.7573,\n",
       "      'change_from_prior_day': 153540,\n",
       "      'seven_day_change_percent': 7.2}}},\n",
       "   'testing': {'total': {'value': 248193350,\n",
       "     'calculated': {'population_percent': 75.0298,\n",
       "      'change_from_prior_day': 1395240,\n",
       "      'seven_day_change_percent': 5.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 118720,\n",
       "      'calculated': {'population_percent': 0.0359,\n",
       "       'change_from_prior_day': 1376,\n",
       "       'seven_day_change_percent': 4.5,\n",
       "       'seven_day_average': 118259}},\n",
       "     'in_icu': {'currently': {'value': 22447,\n",
       "       'calculated': {'population_percent': 0.0068,\n",
       "        'change_from_prior_day': 74,\n",
       "        'seven_day_change_percent': 3.1,\n",
       "        'seven_day_average': 22350}}},\n",
       "     'on_ventilator': {'currently': {'value': 7878,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': 69,\n",
       "        'seven_day_change_percent': 2.4,\n",
       "        'seven_day_average': 7820}}}},\n",
       "    'death': {'total': {'value': 324826,\n",
       "      'calculated': {'population_percent': 0.0982,\n",
       "       'change_from_prior_day': 1397,\n",
       "       'seven_day_change_percent': 5,\n",
       "       'seven_day_average': 319037}}}}},\n",
       "  {'date': '2020-12-26',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 18891286,\n",
       "     'calculated': {'population_percent': 5.7109,\n",
       "      'change_from_prior_day': 190594,\n",
       "      'seven_day_change_percent': 7.5}}},\n",
       "   'testing': {'total': {'value': 246798110,\n",
       "     'calculated': {'population_percent': 74.608,\n",
       "      'change_from_prior_day': 1974298,\n",
       "      'seven_day_change_percent': 5.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 117344,\n",
       "      'calculated': {'population_percent': 0.0355,\n",
       "       'change_from_prior_day': -1604,\n",
       "       'seven_day_change_percent': 3,\n",
       "       'seven_day_average': 117527}},\n",
       "     'in_icu': {'currently': {'value': 22373,\n",
       "       'calculated': {'population_percent': 0.0068,\n",
       "        'change_from_prior_day': -45,\n",
       "        'seven_day_change_percent': 3.1,\n",
       "        'seven_day_average': 22252}}},\n",
       "     'on_ventilator': {'currently': {'value': 7809,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': -22,\n",
       "        'seven_day_change_percent': 0.3,\n",
       "        'seven_day_average': 7794}}}},\n",
       "    'death': {'total': {'value': 323429,\n",
       "      'calculated': {'population_percent': 0.0978,\n",
       "       'change_from_prior_day': 1426,\n",
       "       'seven_day_change_percent': 5.1,\n",
       "       'seven_day_average': 316845}}}}},\n",
       "  {'date': '2020-12-25',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 18700692,\n",
       "     'calculated': {'population_percent': 5.6533,\n",
       "      'change_from_prior_day': 126796,\n",
       "      'seven_day_change_percent': 7.7}}},\n",
       "   'testing': {'total': {'value': 244823812,\n",
       "     'calculated': {'population_percent': 74.0112,\n",
       "      'change_from_prior_day': 1568040,\n",
       "      'seven_day_change_percent': 5.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 118948,\n",
       "      'calculated': {'population_percent': 0.036,\n",
       "       'change_from_prior_day': -1252,\n",
       "       'seven_day_change_percent': 4.4,\n",
       "       'seven_day_average': 117037}},\n",
       "     'in_icu': {'currently': {'value': 22418,\n",
       "       'calculated': {'population_percent': 0.0068,\n",
       "        'change_from_prior_day': -205,\n",
       "        'seven_day_change_percent': 3.1,\n",
       "        'seven_day_average': 22155}}},\n",
       "     'on_ventilator': {'currently': {'value': 7831,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': 39,\n",
       "        'seven_day_change_percent': 0.6,\n",
       "        'seven_day_average': 7791}}}},\n",
       "    'death': {'total': {'value': 322003,\n",
       "      'calculated': {'population_percent': 0.0973,\n",
       "       'change_from_prior_day': 1553,\n",
       "       'seven_day_change_percent': 5.5,\n",
       "       'seven_day_average': 314615}}}}},\n",
       "  {'date': '2020-12-24',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 18573896,\n",
       "     'calculated': {'population_percent': 5.615,\n",
       "      'change_from_prior_day': 206684,\n",
       "      'seven_day_change_percent': 8.5}}},\n",
       "   'testing': {'total': {'value': 243255772,\n",
       "     'calculated': {'population_percent': 73.5372,\n",
       "      'change_from_prior_day': 2031894,\n",
       "      'seven_day_change_percent': 5.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 120200,\n",
       "      'calculated': {'population_percent': 0.0363,\n",
       "       'change_from_prior_day': 737,\n",
       "       'seven_day_change_percent': 5,\n",
       "       'seven_day_average': 116324}},\n",
       "     'in_icu': {'currently': {'value': 22623,\n",
       "       'calculated': {'population_percent': 0.0068,\n",
       "        'change_from_prior_day': 134,\n",
       "        'seven_day_change_percent': 3.2,\n",
       "        'seven_day_average': 22058}}},\n",
       "     'on_ventilator': {'currently': {'value': 7792,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': -27,\n",
       "        'seven_day_change_percent': -0.7,\n",
       "        'seven_day_average': 7784}}}},\n",
       "    'death': {'total': {'value': 320450,\n",
       "      'calculated': {'population_percent': 0.0969,\n",
       "       'change_from_prior_day': 2958,\n",
       "       'seven_day_change_percent': 6,\n",
       "       'seven_day_average': 312201}}}}},\n",
       "  {'date': '2020-12-23',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 18367212,\n",
       "     'calculated': {'population_percent': 5.5525,\n",
       "      'change_from_prior_day': 224526,\n",
       "      'seven_day_change_percent': 8.8}}},\n",
       "   'testing': {'total': {'value': 241223878,\n",
       "     'calculated': {'population_percent': 72.9229,\n",
       "      'change_from_prior_day': 1791481,\n",
       "      'seven_day_change_percent': 5.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 119463,\n",
       "      'calculated': {'population_percent': 0.0361,\n",
       "       'change_from_prior_day': 1686,\n",
       "       'seven_day_change_percent': 5.5,\n",
       "       'seven_day_average': 115509}},\n",
       "     'in_icu': {'currently': {'value': 22489,\n",
       "       'calculated': {'population_percent': 0.0068,\n",
       "        'change_from_prior_day': 276,\n",
       "        'seven_day_change_percent': 2.5,\n",
       "        'seven_day_average': 21957}}},\n",
       "     'on_ventilator': {'currently': {'value': 7819,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': -11,\n",
       "        'seven_day_change_percent': 0.5,\n",
       "        'seven_day_average': 7792}}}},\n",
       "    'death': {'total': {'value': 317492,\n",
       "      'calculated': {'population_percent': 0.096,\n",
       "       'change_from_prior_day': 3393,\n",
       "       'seven_day_change_percent': 6.3,\n",
       "       'seven_day_average': 309599}}}}},\n",
       "  {'date': '2020-12-22',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 18142686,\n",
       "     'calculated': {'population_percent': 5.4846,\n",
       "      'change_from_prior_day': 193008,\n",
       "      'seven_day_change_percent': 9}}},\n",
       "   'testing': {'total': {'value': 239432397,\n",
       "     'calculated': {'population_percent': 72.3814,\n",
       "      'change_from_prior_day': 1770133,\n",
       "      'seven_day_change_percent': 5.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 117777,\n",
       "      'calculated': {'population_percent': 0.0356,\n",
       "       'change_from_prior_day': 2419,\n",
       "       'seven_day_change_percent': 4.4,\n",
       "       'seven_day_average': 114622}},\n",
       "     'in_icu': {'currently': {'value': 22213,\n",
       "       'calculated': {'population_percent': 0.0067,\n",
       "        'change_from_prior_day': 329,\n",
       "        'seven_day_change_percent': 1.4,\n",
       "        'seven_day_average': 21879}}},\n",
       "     'on_ventilator': {'currently': {'value': 7830,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': 47,\n",
       "        'seven_day_change_percent': 1.7,\n",
       "        'seven_day_average': 7787}}}},\n",
       "    'death': {'total': {'value': 314099,\n",
       "      'calculated': {'population_percent': 0.095,\n",
       "       'change_from_prior_day': 3137,\n",
       "       'seven_day_change_percent': 6.4,\n",
       "       'seven_day_average': 306925}}}}},\n",
       "  {'date': '2020-12-21',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 17949678,\n",
       "     'calculated': {'population_percent': 5.4263,\n",
       "      'change_from_prior_day': 179406,\n",
       "      'seven_day_change_percent': 9.1}}},\n",
       "   'testing': {'total': {'value': 237662264,\n",
       "     'calculated': {'population_percent': 71.8462,\n",
       "      'change_from_prior_day': 1974590,\n",
       "      'seven_day_change_percent': 6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 115358,\n",
       "      'calculated': {'population_percent': 0.0349,\n",
       "       'change_from_prior_day': 1757,\n",
       "       'seven_day_change_percent': 4.3,\n",
       "       'seven_day_average': 113913}},\n",
       "     'in_icu': {'currently': {'value': 21884,\n",
       "       'calculated': {'population_percent': 0.0066,\n",
       "        'change_from_prior_day': 121,\n",
       "        'seven_day_change_percent': 2,\n",
       "        'seven_day_average': 21834}}},\n",
       "     'on_ventilator': {'currently': {'value': 7783,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': 88,\n",
       "        'seven_day_change_percent': 1.1,\n",
       "        'seven_day_average': 7769}}}},\n",
       "    'death': {'total': {'value': 310962,\n",
       "      'calculated': {'population_percent': 0.094,\n",
       "       'change_from_prior_day': 1480,\n",
       "       'seven_day_change_percent': 6.3,\n",
       "       'seven_day_average': 304243}}}}},\n",
       "  {'date': '2020-12-20',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 17770272,\n",
       "     'calculated': {'population_percent': 5.372,\n",
       "      'change_from_prior_day': 197494,\n",
       "      'seven_day_change_percent': 9.3}}},\n",
       "   'testing': {'total': {'value': 235687674,\n",
       "     'calculated': {'population_percent': 71.2493,\n",
       "      'change_from_prior_day': 1821629,\n",
       "      'seven_day_change_percent': 6.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 113601,\n",
       "      'calculated': {'population_percent': 0.0343,\n",
       "       'change_from_prior_day': -313,\n",
       "       'seven_day_change_percent': 3.9,\n",
       "       'seven_day_average': 113230}},\n",
       "     'in_icu': {'currently': {'value': 21763,\n",
       "       'calculated': {'population_percent': 0.0066,\n",
       "        'change_from_prior_day': 71,\n",
       "        'seven_day_change_percent': 2.5,\n",
       "        'seven_day_average': 21773}}},\n",
       "     'on_ventilator': {'currently': {'value': 7695,\n",
       "       'calculated': {'population_percent': 0.0023,\n",
       "        'change_from_prior_day': -91,\n",
       "        'seven_day_change_percent': 2.1,\n",
       "        'seven_day_average': 7757}}}},\n",
       "    'death': {'total': {'value': 309482,\n",
       "      'calculated': {'population_percent': 0.0936,\n",
       "       'change_from_prior_day': 1668,\n",
       "       'seven_day_change_percent': 6.3,\n",
       "       'seven_day_average': 301591}}}}},\n",
       "  {'date': '2020-12-19',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 17572778,\n",
       "     'calculated': {'population_percent': 5.3123,\n",
       "      'change_from_prior_day': 204873,\n",
       "      'seven_day_change_percent': 9.3}}},\n",
       "   'testing': {'total': {'value': 233866045,\n",
       "     'calculated': {'population_percent': 70.6986,\n",
       "      'change_from_prior_day': 1859539,\n",
       "      'seven_day_change_percent': 6.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 113914,\n",
       "      'calculated': {'population_percent': 0.0344,\n",
       "       'change_from_prior_day': -41,\n",
       "       'seven_day_change_percent': 5,\n",
       "       'seven_day_average': 112615}},\n",
       "     'in_icu': {'currently': {'value': 21692,\n",
       "       'calculated': {'population_percent': 0.0066,\n",
       "        'change_from_prior_day': -53,\n",
       "        'seven_day_change_percent': 2.3,\n",
       "        'seven_day_average': 21697}}},\n",
       "     'on_ventilator': {'currently': {'value': 7786,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': 0,\n",
       "        'seven_day_change_percent': 3.6,\n",
       "        'seven_day_average': 7734}}}},\n",
       "    'death': {'total': {'value': 307814,\n",
       "      'calculated': {'population_percent': 0.0931,\n",
       "       'change_from_prior_day': 2708,\n",
       "       'seven_day_change_percent': 6.3,\n",
       "       'seven_day_average': 298957}}}}},\n",
       "  {'date': '2020-12-18',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 17367905,\n",
       "     'calculated': {'population_percent': 5.2504,\n",
       "      'change_from_prior_day': 241786,\n",
       "      'seven_day_change_percent': 9.6}}},\n",
       "   'testing': {'total': {'value': 232006506,\n",
       "     'calculated': {'population_percent': 70.1365,\n",
       "      'change_from_prior_day': 2193466,\n",
       "      'seven_day_change_percent': 6.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 113955,\n",
       "      'calculated': {'population_percent': 0.0344,\n",
       "       'change_from_prior_day': -537,\n",
       "       'seven_day_change_percent': 5.4,\n",
       "       'seven_day_average': 111836}},\n",
       "     'in_icu': {'currently': {'value': 21745,\n",
       "       'calculated': {'population_percent': 0.0066,\n",
       "        'change_from_prior_day': -167,\n",
       "        'seven_day_change_percent': 3.5,\n",
       "        'seven_day_average': 21626}}},\n",
       "     'on_ventilator': {'currently': {'value': 7786,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': -62,\n",
       "        'seven_day_change_percent': 4,\n",
       "        'seven_day_average': 7695}}}},\n",
       "    'death': {'total': {'value': 305106,\n",
       "      'calculated': {'population_percent': 0.0922,\n",
       "       'change_from_prior_day': 2866,\n",
       "       'seven_day_change_percent': 6.3,\n",
       "       'seven_day_average': 296346}}}}},\n",
       "  {'date': '2020-12-17',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 17126119,\n",
       "     'calculated': {'population_percent': 5.1773,\n",
       "      'change_from_prior_day': 242970,\n",
       "      'seven_day_change_percent': 9.7}}},\n",
       "   'testing': {'total': {'value': 229813040,\n",
       "     'calculated': {'population_percent': 69.4734,\n",
       "      'change_from_prior_day': 1912697,\n",
       "      'seven_day_change_percent': 6.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 114492,\n",
       "      'calculated': {'population_percent': 0.0346,\n",
       "       'change_from_prior_day': 1235,\n",
       "       'seven_day_change_percent': 6.7,\n",
       "       'seven_day_average': 111000}},\n",
       "     'in_icu': {'currently': {'value': 21912,\n",
       "       'calculated': {'population_percent': 0.0066,\n",
       "        'change_from_prior_day': -31,\n",
       "        'seven_day_change_percent': 4.2,\n",
       "        'seven_day_average': 21521}}},\n",
       "     'on_ventilator': {'currently': {'value': 7848,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': 66,\n",
       "        'seven_day_change_percent': 5.4,\n",
       "        'seven_day_average': 7653}}}},\n",
       "    'death': {'total': {'value': 302240,\n",
       "      'calculated': {'population_percent': 0.0914,\n",
       "       'change_from_prior_day': 3465,\n",
       "       'seven_day_change_percent': 6.3,\n",
       "       'seven_day_average': 293766}}}}},\n",
       "  {'date': '2020-12-16',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 16883149,\n",
       "     'calculated': {'population_percent': 5.1038,\n",
       "      'change_from_prior_day': 234288,\n",
       "      'seven_day_change_percent': 9.7}}},\n",
       "   'testing': {'total': {'value': 227900343,\n",
       "     'calculated': {'population_percent': 68.8952,\n",
       "      'change_from_prior_day': 1839996,\n",
       "      'seven_day_change_percent': 6.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 113257,\n",
       "      'calculated': {'population_percent': 0.0342,\n",
       "       'change_from_prior_day': 441,\n",
       "       'seven_day_change_percent': 6.2,\n",
       "       'seven_day_average': 109972}},\n",
       "     'in_icu': {'currently': {'value': 21943,\n",
       "       'calculated': {'population_percent': 0.0066,\n",
       "        'change_from_prior_day': 46,\n",
       "        'seven_day_change_percent': 5,\n",
       "        'seven_day_average': 21395}}},\n",
       "     'on_ventilator': {'currently': {'value': 7782,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': 80,\n",
       "        'seven_day_change_percent': 2.1,\n",
       "        'seven_day_average': 7595}}}},\n",
       "    'death': {'total': {'value': 298775,\n",
       "      'calculated': {'population_percent': 0.0903,\n",
       "       'change_from_prior_day': 3453,\n",
       "       'seven_day_change_percent': 6.3,\n",
       "       'seven_day_average': 291202}}}}},\n",
       "  {'date': '2020-12-15',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 16648861,\n",
       "     'calculated': {'population_percent': 5.033,\n",
       "      'change_from_prior_day': 193218,\n",
       "      'seven_day_change_percent': 9.7}}},\n",
       "   'testing': {'total': {'value': 226060347,\n",
       "     'calculated': {'population_percent': 68.3389,\n",
       "      'change_from_prior_day': 1833138,\n",
       "      'seven_day_change_percent': 6.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 112816,\n",
       "      'calculated': {'population_percent': 0.0341,\n",
       "       'change_from_prior_day': 2243,\n",
       "       'seven_day_change_percent': 7.8,\n",
       "       'seven_day_average': 109031}},\n",
       "     'in_icu': {'currently': {'value': 21897,\n",
       "       'calculated': {'population_percent': 0.0066,\n",
       "        'change_from_prior_day': 439,\n",
       "        'seven_day_change_percent': 6.9,\n",
       "        'seven_day_average': 21246}}},\n",
       "     'on_ventilator': {'currently': {'value': 7702,\n",
       "       'calculated': {'population_percent': 0.0023,\n",
       "        'change_from_prior_day': 3,\n",
       "        'seven_day_change_percent': 6.2,\n",
       "        'seven_day_average': 7572}}}},\n",
       "    'death': {'total': {'value': 295322,\n",
       "      'calculated': {'population_percent': 0.0893,\n",
       "       'change_from_prior_day': 2924,\n",
       "       'seven_day_change_percent': 6.2,\n",
       "       'seven_day_average': 288686}}}}},\n",
       "  {'date': '2020-12-14',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 16455643,\n",
       "     'calculated': {'population_percent': 4.9746,\n",
       "      'change_from_prior_day': 193286,\n",
       "      'seven_day_change_percent': 10}}},\n",
       "   'testing': {'total': {'value': 224227209,\n",
       "     'calculated': {'population_percent': 67.7848,\n",
       "      'change_from_prior_day': 2010951,\n",
       "      'seven_day_change_percent': 6.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 110573,\n",
       "      'calculated': {'population_percent': 0.0334,\n",
       "       'change_from_prior_day': 1275,\n",
       "       'seven_day_change_percent': 8.3,\n",
       "       'seven_day_average': 107863}},\n",
       "     'in_icu': {'currently': {'value': 21458,\n",
       "       'calculated': {'population_percent': 0.0065,\n",
       "        'change_from_prior_day': 228,\n",
       "        'seven_day_change_percent': 6.8,\n",
       "        'seven_day_average': 21043}}},\n",
       "     'on_ventilator': {'currently': {'value': 7699,\n",
       "       'calculated': {'population_percent': 0.0023,\n",
       "        'change_from_prior_day': 164,\n",
       "        'seven_day_change_percent': 8.9,\n",
       "        'seven_day_average': 7508}}}},\n",
       "    'death': {'total': {'value': 292398,\n",
       "      'calculated': {'population_percent': 0.0884,\n",
       "       'change_from_prior_day': 1357,\n",
       "       'seven_day_change_percent': 6.2,\n",
       "       'seven_day_average': 286211}}}}},\n",
       "  {'date': '2020-12-13',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 16262357,\n",
       "     'calculated': {'population_percent': 4.9162,\n",
       "      'change_from_prior_day': 187251,\n",
       "      'seven_day_change_percent': 10.1}}},\n",
       "   'testing': {'total': {'value': 222216258,\n",
       "     'calculated': {'population_percent': 67.1768,\n",
       "      'change_from_prior_day': 1827310,\n",
       "      'seven_day_change_percent': 6.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 109298,\n",
       "      'calculated': {'population_percent': 0.033,\n",
       "       'change_from_prior_day': 837,\n",
       "       'seven_day_change_percent': 7.7,\n",
       "       'seven_day_average': 106656}},\n",
       "     'in_icu': {'currently': {'value': 21230,\n",
       "       'calculated': {'population_percent': 0.0064,\n",
       "        'change_from_prior_day': 32,\n",
       "        'seven_day_change_percent': 5.4,\n",
       "        'seven_day_average': 20848}}},\n",
       "     'on_ventilator': {'currently': {'value': 7535,\n",
       "       'calculated': {'population_percent': 0.0023,\n",
       "        'change_from_prior_day': 20,\n",
       "        'seven_day_change_percent': 6.2,\n",
       "        'seven_day_average': 7417}}}},\n",
       "    'death': {'total': {'value': 291041,\n",
       "      'calculated': {'population_percent': 0.088,\n",
       "       'change_from_prior_day': 1501,\n",
       "       'seven_day_change_percent': 6.2,\n",
       "       'seven_day_average': 283771}}}}},\n",
       "  {'date': '2020-12-12',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 16075106,\n",
       "     'calculated': {'population_percent': 4.8596,\n",
       "      'change_from_prior_day': 226904,\n",
       "      'seven_day_change_percent': 10.2}}},\n",
       "   'testing': {'total': {'value': 220388948,\n",
       "     'calculated': {'population_percent': 66.6244,\n",
       "      'change_from_prior_day': 1919896,\n",
       "      'seven_day_change_percent': 6.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 108461,\n",
       "      'calculated': {'population_percent': 0.0328,\n",
       "       'change_from_prior_day': 360,\n",
       "       'seven_day_change_percent': 7.2,\n",
       "       'seven_day_average': 105542}},\n",
       "     'in_icu': {'currently': {'value': 21198,\n",
       "       'calculated': {'population_percent': 0.0064,\n",
       "        'change_from_prior_day': 186,\n",
       "        'seven_day_change_percent': 6.3,\n",
       "        'seven_day_average': 20693}}},\n",
       "     'on_ventilator': {'currently': {'value': 7515,\n",
       "       'calculated': {'population_percent': 0.0023,\n",
       "        'change_from_prior_day': 27,\n",
       "        'seven_day_change_percent': 7.3,\n",
       "        'seven_day_average': 7354}}}},\n",
       "    'death': {'total': {'value': 289540,\n",
       "      'calculated': {'population_percent': 0.0875,\n",
       "       'change_from_prior_day': 2497,\n",
       "       'seven_day_change_percent': 6.1,\n",
       "       'seven_day_average': 281340}}}}},\n",
       "  {'date': '2020-12-11',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 15848202,\n",
       "     'calculated': {'population_percent': 4.791,\n",
       "      'change_from_prior_day': 236933,\n",
       "      'seven_day_change_percent': 10.3}}},\n",
       "   'testing': {'total': {'value': 218469052,\n",
       "     'calculated': {'population_percent': 66.0441,\n",
       "      'change_from_prior_day': 1969509,\n",
       "      'seven_day_change_percent': 6.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 108101,\n",
       "      'calculated': {'population_percent': 0.0327,\n",
       "       'change_from_prior_day': 801,\n",
       "       'seven_day_change_percent': 6.7,\n",
       "       'seven_day_average': 104503}},\n",
       "     'in_icu': {'currently': {'value': 21012,\n",
       "       'calculated': {'population_percent': 0.0064,\n",
       "        'change_from_prior_day': -12,\n",
       "        'seven_day_change_percent': 5.8,\n",
       "        'seven_day_average': 20515}}},\n",
       "     'on_ventilator': {'currently': {'value': 7488,\n",
       "       'calculated': {'population_percent': 0.0023,\n",
       "        'change_from_prior_day': 44,\n",
       "        'seven_day_change_percent': 7.1,\n",
       "        'seven_day_average': 7282}}}},\n",
       "    'death': {'total': {'value': 287043,\n",
       "      'calculated': {'population_percent': 0.0868,\n",
       "       'change_from_prior_day': 2747,\n",
       "       'seven_day_change_percent': 6.2,\n",
       "       'seven_day_average': 278957}}}}},\n",
       "  {'date': '2020-12-10',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 15611269,\n",
       "     'calculated': {'population_percent': 4.7193,\n",
       "      'change_from_prior_day': 220846,\n",
       "      'seven_day_change_percent': 10.4}}},\n",
       "   'testing': {'total': {'value': 216499543,\n",
       "     'calculated': {'population_percent': 65.4487,\n",
       "      'change_from_prior_day': 1967578,\n",
       "      'seven_day_change_percent': 6.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 107300,\n",
       "      'calculated': {'population_percent': 0.0324,\n",
       "       'change_from_prior_day': 629,\n",
       "       'seven_day_change_percent': 6.5,\n",
       "       'seven_day_average': 103533}},\n",
       "     'in_icu': {'currently': {'value': 21024,\n",
       "       'calculated': {'population_percent': 0.0064,\n",
       "        'change_from_prior_day': 121,\n",
       "        'seven_day_change_percent': 6.6,\n",
       "        'seven_day_average': 20349}}},\n",
       "     'on_ventilator': {'currently': {'value': 7444,\n",
       "       'calculated': {'population_percent': 0.0023,\n",
       "        'change_from_prior_day': -177,\n",
       "        'seven_day_change_percent': 8.3,\n",
       "        'seven_day_average': 7211}}}},\n",
       "    'death': {'total': {'value': 284296,\n",
       "      'calculated': {'population_percent': 0.0859,\n",
       "       'change_from_prior_day': 3132,\n",
       "       'seven_day_change_percent': 6.2,\n",
       "       'seven_day_average': 276576}}}}},\n",
       "  {'date': '2020-12-09',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 15390423,\n",
       "     'calculated': {'population_percent': 4.6526,\n",
       "      'change_from_prior_day': 216728,\n",
       "      'seven_day_change_percent': 10.5}}},\n",
       "   'testing': {'total': {'value': 214531965,\n",
       "     'calculated': {'population_percent': 64.8539,\n",
       "      'change_from_prior_day': 1832545,\n",
       "      'seven_day_change_percent': 6.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 106671,\n",
       "      'calculated': {'population_percent': 0.0322,\n",
       "       'change_from_prior_day': 2034,\n",
       "       'seven_day_change_percent': 6.3,\n",
       "       'seven_day_average': 102597}},\n",
       "     'in_icu': {'currently': {'value': 20903,\n",
       "       'calculated': {'population_percent': 0.0063,\n",
       "        'change_from_prior_day': 428,\n",
       "        'seven_day_change_percent': 6.2,\n",
       "        'seven_day_average': 20162}}},\n",
       "     'on_ventilator': {'currently': {'value': 7621,\n",
       "       'calculated': {'population_percent': 0.0023,\n",
       "        'change_from_prior_day': 370,\n",
       "        'seven_day_change_percent': 11.2,\n",
       "        'seven_day_average': 7129}}}},\n",
       "    'death': {'total': {'value': 281164,\n",
       "      'calculated': {'population_percent': 0.085,\n",
       "       'change_from_prior_day': 3169,\n",
       "       'seven_day_change_percent': 6.1,\n",
       "       'seven_day_average': 274221}}}}},\n",
       "  {'date': '2020-12-08',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 15173695,\n",
       "     'calculated': {'population_percent': 4.5871,\n",
       "      'change_from_prior_day': 217844,\n",
       "      'seven_day_change_percent': 10.6}}},\n",
       "   'testing': {'total': {'value': 212699420,\n",
       "     'calculated': {'population_percent': 64.2999,\n",
       "      'change_from_prior_day': 1690914,\n",
       "      'seven_day_change_percent': 6.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 104637,\n",
       "      'calculated': {'population_percent': 0.0316,\n",
       "       'change_from_prior_day': 2515,\n",
       "       'seven_day_change_percent': 6,\n",
       "       'seven_day_average': 101691}},\n",
       "     'in_icu': {'currently': {'value': 20475,\n",
       "       'calculated': {'population_percent': 0.0062,\n",
       "        'change_from_prior_day': 378,\n",
       "        'seven_day_change_percent': 6.1,\n",
       "        'seven_day_average': 19988}}},\n",
       "     'on_ventilator': {'currently': {'value': 7251,\n",
       "       'calculated': {'population_percent': 0.0022,\n",
       "        'change_from_prior_day': 184,\n",
       "        'seven_day_change_percent': 9.2,\n",
       "        'seven_day_average': 7020}}}},\n",
       "    'death': {'total': {'value': 277995,\n",
       "      'calculated': {'population_percent': 0.084,\n",
       "       'change_from_prior_day': 2680,\n",
       "       'seven_day_change_percent': 6,\n",
       "       'seven_day_average': 271910}}}}},\n",
       "  {'date': '2020-12-07',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 14955851,\n",
       "     'calculated': {'population_percent': 4.5212,\n",
       "      'change_from_prior_day': 181897,\n",
       "      'seven_day_change_percent': 10.4}}},\n",
       "   'testing': {'total': {'value': 211008506,\n",
       "     'calculated': {'population_percent': 63.7887,\n",
       "      'change_from_prior_day': 1653269,\n",
       "      'seven_day_change_percent': 6.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 102122,\n",
       "      'calculated': {'population_percent': 0.0309,\n",
       "       'change_from_prior_day': 621,\n",
       "       'seven_day_change_percent': 6.2,\n",
       "       'seven_day_average': 100848}},\n",
       "     'in_icu': {'currently': {'value': 20097,\n",
       "       'calculated': {'population_percent': 0.0061,\n",
       "        'change_from_prior_day': -48,\n",
       "        'seven_day_change_percent': 6.9,\n",
       "        'seven_day_average': 19819}}},\n",
       "     'on_ventilator': {'currently': {'value': 7067,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': -28,\n",
       "        'seven_day_change_percent': 8.4,\n",
       "        'seven_day_average': 6933}}}},\n",
       "    'death': {'total': {'value': 275315,\n",
       "      'calculated': {'population_percent': 0.0832,\n",
       "       'change_from_prior_day': 1291,\n",
       "       'seven_day_change_percent': 6,\n",
       "       'seven_day_average': 269651}}}}},\n",
       "  {'date': '2020-12-06',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 14773954,\n",
       "     'calculated': {'population_percent': 4.4662,\n",
       "      'change_from_prior_day': 182580,\n",
       "      'seven_day_change_percent': 10.3}}},\n",
       "   'testing': {'total': {'value': 209355237,\n",
       "     'calculated': {'population_percent': 63.2889,\n",
       "      'change_from_prior_day': 1675779,\n",
       "      'seven_day_change_percent': 6.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 101501,\n",
       "      'calculated': {'population_percent': 0.0307,\n",
       "       'change_from_prior_day': 309,\n",
       "       'seven_day_change_percent': 8.7,\n",
       "       'seven_day_average': 99992}},\n",
       "     'in_icu': {'currently': {'value': 20145,\n",
       "       'calculated': {'population_percent': 0.0061,\n",
       "        'change_from_prior_day': 198,\n",
       "        'seven_day_change_percent': 9.3,\n",
       "        'seven_day_average': 19635}}},\n",
       "     'on_ventilator': {'currently': {'value': 7095,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': 89,\n",
       "        'seven_day_change_percent': 13.6,\n",
       "        'seven_day_average': 6855}}}},\n",
       "    'death': {'total': {'value': 274024,\n",
       "      'calculated': {'population_percent': 0.0828,\n",
       "       'change_from_prior_day': 1163,\n",
       "       'seven_day_change_percent': 5.9,\n",
       "       'seven_day_average': 267419}}}}},\n",
       "  {'date': '2020-12-05',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 14591374,\n",
       "     'calculated': {'population_percent': 4.411,\n",
       "      'change_from_prior_day': 219070,\n",
       "      'seven_day_change_percent': 10.1}}},\n",
       "   'testing': {'total': {'value': 207679458,\n",
       "     'calculated': {'population_percent': 62.7823,\n",
       "      'change_from_prior_day': 2302086,\n",
       "      'seven_day_change_percent': 6.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 101192,\n",
       "      'calculated': {'population_percent': 0.0306,\n",
       "       'change_from_prior_day': -117,\n",
       "       'seven_day_change_percent': 10.3,\n",
       "       'seven_day_average': 98829}},\n",
       "     'in_icu': {'currently': {'value': 19947,\n",
       "       'calculated': {'population_percent': 0.006,\n",
       "        'change_from_prior_day': 94,\n",
       "        'seven_day_change_percent': 9.3,\n",
       "        'seven_day_average': 19391}}},\n",
       "     'on_ventilator': {'currently': {'value': 7006,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': 14,\n",
       "        'seven_day_change_percent': 14,\n",
       "        'seven_day_average': 6733}}}},\n",
       "    'death': {'total': {'value': 272861,\n",
       "      'calculated': {'population_percent': 0.0825,\n",
       "       'change_from_prior_day': 2486,\n",
       "       'seven_day_change_percent': 5.8,\n",
       "       'seven_day_average': 265223}}}}},\n",
       "  {'date': '2020-12-04',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 14372304,\n",
       "     'calculated': {'population_percent': 4.3448,\n",
       "      'change_from_prior_day': 230313,\n",
       "      'seven_day_change_percent': 9.7}}},\n",
       "   'testing': {'total': {'value': 205377372,\n",
       "     'calculated': {'population_percent': 62.0864,\n",
       "      'change_from_prior_day': 1918739,\n",
       "      'seven_day_change_percent': 5.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 101309,\n",
       "      'calculated': {'population_percent': 0.0306,\n",
       "       'change_from_prior_day': 563,\n",
       "       'seven_day_change_percent': 12.7,\n",
       "       'seven_day_average': 97482}},\n",
       "     'in_icu': {'currently': {'value': 19853,\n",
       "       'calculated': {'population_percent': 0.006,\n",
       "        'change_from_prior_day': 139,\n",
       "        'seven_day_change_percent': 10,\n",
       "        'seven_day_average': 19148}}},\n",
       "     'on_ventilator': {'currently': {'value': 6992,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': 121,\n",
       "        'seven_day_change_percent': 16,\n",
       "        'seven_day_average': 6611}}}},\n",
       "    'death': {'total': {'value': 270375,\n",
       "      'calculated': {'population_percent': 0.0817,\n",
       "       'change_from_prior_day': 2563,\n",
       "       'seven_day_change_percent': 5.4,\n",
       "       'seven_day_average': 263075}}}}},\n",
       "  {'date': '2020-12-03',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 14141991,\n",
       "     'calculated': {'population_percent': 4.2752,\n",
       "      'change_from_prior_day': 216271,\n",
       "      'seven_day_change_percent': 9.6}}},\n",
       "   'testing': {'total': {'value': 203458633,\n",
       "     'calculated': {'population_percent': 61.5063,\n",
       "      'change_from_prior_day': 1904020,\n",
       "      'seven_day_change_percent': 6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 100746,\n",
       "      'calculated': {'population_percent': 0.0305,\n",
       "       'change_from_prior_day': 419,\n",
       "       'seven_day_change_percent': 11.2,\n",
       "       'seven_day_average': 95854}},\n",
       "     'in_icu': {'currently': {'value': 19714,\n",
       "       'calculated': {'population_percent': 0.006,\n",
       "        'change_from_prior_day': 27,\n",
       "        'seven_day_change_percent': 9.4,\n",
       "        'seven_day_average': 18892}}},\n",
       "     'on_ventilator': {'currently': {'value': 6871,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': 16,\n",
       "        'seven_day_change_percent': 14.8,\n",
       "        'seven_day_average': 6473}}}},\n",
       "    'death': {'total': {'value': 267812,\n",
       "      'calculated': {'population_percent': 0.081,\n",
       "       'change_from_prior_day': 2822,\n",
       "       'seven_day_change_percent': 4.9,\n",
       "       'seven_day_average': 261105}}}}},\n",
       "  {'date': '2020-12-02',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 13925720,\n",
       "     'calculated': {'population_percent': 4.2098,\n",
       "      'change_from_prior_day': 203429,\n",
       "      'seven_day_change_percent': 9}}},\n",
       "   'testing': {'total': {'value': 201554613,\n",
       "     'calculated': {'population_percent': 60.9308,\n",
       "      'change_from_prior_day': 1587969,\n",
       "      'seven_day_change_percent': 5.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 100327,\n",
       "      'calculated': {'population_percent': 0.0303,\n",
       "       'change_from_prior_day': 1591,\n",
       "       'seven_day_change_percent': 11.4,\n",
       "       'seven_day_average': 94399}},\n",
       "     'in_icu': {'currently': {'value': 19687,\n",
       "       'calculated': {'population_percent': 0.006,\n",
       "        'change_from_prior_day': 395,\n",
       "        'seven_day_change_percent': 11,\n",
       "        'seven_day_average': 18650}}},\n",
       "     'on_ventilator': {'currently': {'value': 6855,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': 212,\n",
       "        'seven_day_change_percent': 14.5,\n",
       "        'seven_day_average': 6346}}}},\n",
       "    'death': {'total': {'value': 264990,\n",
       "      'calculated': {'population_percent': 0.0801,\n",
       "       'change_from_prior_day': 2811,\n",
       "       'seven_day_change_percent': 4.4,\n",
       "       'seven_day_average': 259301}}}}},\n",
       "  {'date': '2020-12-01',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 13722291,\n",
       "     'calculated': {'population_percent': 4.1483,\n",
       "      'change_from_prior_day': 181183,\n",
       "      'seven_day_change_percent': 9}}},\n",
       "   'testing': {'total': {'value': 199966644,\n",
       "     'calculated': {'population_percent': 60.4507,\n",
       "      'change_from_prior_day': 1494046,\n",
       "      'seven_day_change_percent': 6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 98736,\n",
       "      'calculated': {'population_percent': 0.0298,\n",
       "       'change_from_prior_day': 2602,\n",
       "       'seven_day_change_percent': 12,\n",
       "       'seven_day_average': 92930}},\n",
       "     'in_icu': {'currently': {'value': 19292,\n",
       "       'calculated': {'population_percent': 0.0058,\n",
       "        'change_from_prior_day': 485,\n",
       "        'seven_day_change_percent': 11.4,\n",
       "        'seven_day_average': 18371}}},\n",
       "     'on_ventilator': {'currently': {'value': 6643,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': 123,\n",
       "        'seven_day_change_percent': 18.1,\n",
       "        'seven_day_average': 6222}}}},\n",
       "    'death': {'total': {'value': 262179,\n",
       "      'calculated': {'population_percent': 0.0793,\n",
       "       'change_from_prior_day': 2489,\n",
       "       'seven_day_change_percent': 4.2,\n",
       "       'seven_day_average': 257701}}}}},\n",
       "  {'date': '2020-11-30',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 13541108,\n",
       "     'calculated': {'population_percent': 4.0935,\n",
       "      'change_from_prior_day': 150031,\n",
       "      'seven_day_change_percent': 9}}},\n",
       "   'testing': {'total': {'value': 198472598,\n",
       "     'calculated': {'population_percent': 59.999,\n",
       "      'change_from_prior_day': 1520240,\n",
       "      'seven_day_change_percent': 6.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 96134,\n",
       "      'calculated': {'population_percent': 0.0291,\n",
       "       'change_from_prior_day': 2777,\n",
       "       'seven_day_change_percent': 11.9,\n",
       "       'seven_day_average': 91415}},\n",
       "     'in_icu': {'currently': {'value': 18807,\n",
       "       'calculated': {'population_percent': 0.0057,\n",
       "        'change_from_prior_day': 370,\n",
       "        'seven_day_change_percent': 10.2,\n",
       "        'seven_day_average': 18089}}},\n",
       "     'on_ventilator': {'currently': {'value': 6520,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': 275,\n",
       "        'seven_day_change_percent': 19.5,\n",
       "        'seven_day_average': 6077}}}},\n",
       "    'death': {'total': {'value': 259690,\n",
       "      'calculated': {'population_percent': 0.0785,\n",
       "       'change_from_prior_day': 1037,\n",
       "       'seven_day_change_percent': 4.1,\n",
       "       'seven_day_average': 256176}}}}},\n",
       "  {'date': '2020-11-29',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 13391077,\n",
       "     'calculated': {'population_percent': 4.0482,\n",
       "      'change_from_prior_day': 137254,\n",
       "      'seven_day_change_percent': 9.2}}},\n",
       "   'testing': {'total': {'value': 196952358,\n",
       "     'calculated': {'population_percent': 59.5395,\n",
       "      'change_from_prior_day': 1337135,\n",
       "      'seven_day_change_percent': 6.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 93357,\n",
       "      'calculated': {'population_percent': 0.0282,\n",
       "       'change_from_prior_day': 1595,\n",
       "       'seven_day_change_percent': 11.3,\n",
       "       'seven_day_average': 89959}},\n",
       "     'in_icu': {'currently': {'value': 18437,\n",
       "       'calculated': {'population_percent': 0.0056,\n",
       "        'change_from_prior_day': 188,\n",
       "        'seven_day_change_percent': 12.3,\n",
       "        'seven_day_average': 17839}}},\n",
       "     'on_ventilator': {'currently': {'value': 6245,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': 97,\n",
       "        'seven_day_change_percent': 19.3,\n",
       "        'seven_day_average': 5925}}}},\n",
       "    'death': {'total': {'value': 258653,\n",
       "      'calculated': {'population_percent': 0.0782,\n",
       "       'change_from_prior_day': 825,\n",
       "       'seven_day_change_percent': 4.1,\n",
       "       'seven_day_average': 254709}}}}},\n",
       "  {'date': '2020-11-28',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 13253823,\n",
       "     'calculated': {'population_percent': 4.0067,\n",
       "      'change_from_prior_day': 151469,\n",
       "      'seven_day_change_percent': 9.4}}},\n",
       "   'testing': {'total': {'value': 195615223,\n",
       "     'calculated': {'population_percent': 59.1353,\n",
       "      'change_from_prior_day': 1675224,\n",
       "      'seven_day_change_percent': 6.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 91762,\n",
       "      'calculated': {'population_percent': 0.0277,\n",
       "       'change_from_prior_day': 1849,\n",
       "       'seven_day_change_percent': 10.1,\n",
       "       'seven_day_average': 88606}},\n",
       "     'in_icu': {'currently': {'value': 18249,\n",
       "       'calculated': {'population_percent': 0.0055,\n",
       "        'change_from_prior_day': 193,\n",
       "        'seven_day_change_percent': 12.2,\n",
       "        'seven_day_average': 17550}}},\n",
       "     'on_ventilator': {'currently': {'value': 6148,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': 120,\n",
       "        'seven_day_change_percent': 20.5,\n",
       "        'seven_day_average': 5780}}}},\n",
       "    'death': {'total': {'value': 257828,\n",
       "      'calculated': {'population_percent': 0.0779,\n",
       "       'change_from_prior_day': 1243,\n",
       "       'seven_day_change_percent': 4.1,\n",
       "       'seven_day_average': 253267}}}}},\n",
       "  {'date': '2020-11-27',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 13102354,\n",
       "     'calculated': {'population_percent': 3.9609,\n",
       "      'change_from_prior_day': 198874,\n",
       "      'seven_day_change_percent': 9.9}}},\n",
       "   'testing': {'total': {'value': 193939999,\n",
       "     'calculated': {'population_percent': 58.6288,\n",
       "      'change_from_prior_day': 1970528,\n",
       "      'seven_day_change_percent': 7.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 89913,\n",
       "      'calculated': {'population_percent': 0.0272,\n",
       "       'change_from_prior_day': -651,\n",
       "       'seven_day_change_percent': 9.2,\n",
       "       'seven_day_average': 87404}},\n",
       "     'in_icu': {'currently': {'value': 18056,\n",
       "       'calculated': {'population_percent': 0.0055,\n",
       "        'change_from_prior_day': 37,\n",
       "        'seven_day_change_percent': 11.8,\n",
       "        'seven_day_average': 17266}}},\n",
       "     'on_ventilator': {'currently': {'value': 6028,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': 42,\n",
       "        'seven_day_change_percent': 19.2,\n",
       "        'seven_day_average': 5631}}}},\n",
       "    'death': {'total': {'value': 256585,\n",
       "      'calculated': {'population_percent': 0.0776,\n",
       "       'change_from_prior_day': 1404,\n",
       "       'seven_day_change_percent': 4.3,\n",
       "       'seven_day_average': 251812}}}}},\n",
       "  {'date': '2020-11-26',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 12903480,\n",
       "     'calculated': {'population_percent': 3.9008,\n",
       "      'change_from_prior_day': 129764,\n",
       "      'seven_day_change_percent': 10}}},\n",
       "   'testing': {'total': {'value': 191969471,\n",
       "     'calculated': {'population_percent': 58.0331,\n",
       "      'change_from_prior_day': 1467611,\n",
       "      'seven_day_change_percent': 7.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 90564,\n",
       "      'calculated': {'population_percent': 0.0274,\n",
       "       'change_from_prior_day': 521,\n",
       "       'seven_day_change_percent': 12.3,\n",
       "       'seven_day_average': 86319}},\n",
       "     'in_icu': {'currently': {'value': 18019,\n",
       "       'calculated': {'population_percent': 0.0054,\n",
       "        'change_from_prior_day': 281,\n",
       "        'seven_day_change_percent': 14.3,\n",
       "        'seven_day_average': 16994}}},\n",
       "     'on_ventilator': {'currently': {'value': 5986,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': -1,\n",
       "        'seven_day_change_percent': 23.2,\n",
       "        'seven_day_average': 5493}}}},\n",
       "    'death': {'total': {'value': 255181,\n",
       "      'calculated': {'population_percent': 0.0771,\n",
       "       'change_from_prior_day': 1392,\n",
       "       'seven_day_change_percent': 4.5,\n",
       "       'seven_day_average': 250313}}}}},\n",
       "  {'date': '2020-11-25',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 12773716,\n",
       "     'calculated': {'population_percent': 3.8615,\n",
       "      'change_from_prior_day': 188496,\n",
       "      'seven_day_change_percent': 10.7}}},\n",
       "   'testing': {'total': {'value': 190501860,\n",
       "     'calculated': {'population_percent': 57.5895,\n",
       "      'change_from_prior_day': 1881059,\n",
       "      'seven_day_change_percent': 7.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 90043,\n",
       "      'calculated': {'population_percent': 0.0272,\n",
       "       'change_from_prior_day': 1911,\n",
       "       'seven_day_change_percent': 13.3,\n",
       "       'seven_day_average': 84905}},\n",
       "     'in_icu': {'currently': {'value': 17738,\n",
       "       'calculated': {'population_percent': 0.0054,\n",
       "        'change_from_prior_day': 421,\n",
       "        'seven_day_change_percent': 14,\n",
       "        'seven_day_average': 16671}}},\n",
       "     'on_ventilator': {'currently': {'value': 5987,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': 361,\n",
       "        'seven_day_change_percent': 27.4,\n",
       "        'seven_day_average': 5332}}}},\n",
       "    'death': {'total': {'value': 253789,\n",
       "      'calculated': {'population_percent': 0.0767,\n",
       "       'change_from_prior_day': 2281,\n",
       "       'seven_day_change_percent': 4.8,\n",
       "       'seven_day_average': 248741}}}}},\n",
       "  {'date': '2020-11-24',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 12585220,\n",
       "     'calculated': {'population_percent': 3.8046,\n",
       "      'change_from_prior_day': 166503,\n",
       "      'seven_day_change_percent': 10.7}}},\n",
       "   'testing': {'total': {'value': 188620801,\n",
       "     'calculated': {'population_percent': 57.0208,\n",
       "      'change_from_prior_day': 1873837,\n",
       "      'seven_day_change_percent': 7.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 88132,\n",
       "      'calculated': {'population_percent': 0.0266,\n",
       "       'change_from_prior_day': 2187,\n",
       "       'seven_day_change_percent': 14.4,\n",
       "       'seven_day_average': 83396}},\n",
       "     'in_icu': {'currently': {'value': 17317,\n",
       "       'calculated': {'population_percent': 0.0052,\n",
       "        'change_from_prior_day': 257,\n",
       "        'seven_day_change_percent': 15.4,\n",
       "        'seven_day_average': 16359}}},\n",
       "     'on_ventilator': {'currently': {'value': 5626,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': 171,\n",
       "        'seven_day_change_percent': 28.5,\n",
       "        'seven_day_average': 5148}}}},\n",
       "    'death': {'total': {'value': 251508,\n",
       "      'calculated': {'population_percent': 0.076,\n",
       "       'change_from_prior_day': 2091,\n",
       "       'seven_day_change_percent': 4.7,\n",
       "       'seven_day_average': 247081}}}}},\n",
       "  {'date': '2020-11-23',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 12418717,\n",
       "     'calculated': {'population_percent': 3.7542,\n",
       "      'change_from_prior_day': 154696,\n",
       "      'seven_day_change_percent': 10.8}}},\n",
       "   'testing': {'total': {'value': 186746964,\n",
       "     'calculated': {'population_percent': 56.4543,\n",
       "      'change_from_prior_day': 1671011,\n",
       "      'seven_day_change_percent': 7.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 85945,\n",
       "      'calculated': {'population_percent': 0.026,\n",
       "       'change_from_prior_day': 2063,\n",
       "       'seven_day_change_percent': 17.2,\n",
       "       'seven_day_average': 81812}},\n",
       "     'in_icu': {'currently': {'value': 17060,\n",
       "       'calculated': {'population_percent': 0.0052,\n",
       "        'change_from_prior_day': 649,\n",
       "        'seven_day_change_percent': 17.9,\n",
       "        'seven_day_average': 16029}}},\n",
       "     'on_ventilator': {'currently': {'value': 5455,\n",
       "       'calculated': {'population_percent': 0.0016,\n",
       "        'change_from_prior_day': 222,\n",
       "        'seven_day_change_percent': 31.3,\n",
       "        'seven_day_average': 4970}}}},\n",
       "    'death': {'total': {'value': 249417,\n",
       "      'calculated': {'population_percent': 0.0754,\n",
       "       'change_from_prior_day': 853,\n",
       "       'seven_day_change_percent': 4.5,\n",
       "       'seven_day_average': 245478}}}}},\n",
       "  {'date': '2020-11-22',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 12264021,\n",
       "     'calculated': {'population_percent': 3.7075,\n",
       "      'change_from_prior_day': 154188,\n",
       "      'seven_day_change_percent': 10.9}}},\n",
       "   'testing': {'total': {'value': 185075953,\n",
       "     'calculated': {'population_percent': 55.9492,\n",
       "      'change_from_prior_day': 1818793,\n",
       "      'seven_day_change_percent': 7.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 83882,\n",
       "      'calculated': {'population_percent': 0.0254,\n",
       "       'change_from_prior_day': 536,\n",
       "       'seven_day_change_percent': 19.5,\n",
       "       'seven_day_average': 80009}},\n",
       "     'in_icu': {'currently': {'value': 16411,\n",
       "       'calculated': {'population_percent': 0.005,\n",
       "        'change_from_prior_day': 147,\n",
       "        'seven_day_change_percent': 18.5,\n",
       "        'seven_day_average': 15660}}},\n",
       "     'on_ventilator': {'currently': {'value': 5233,\n",
       "       'calculated': {'population_percent': 0.0016,\n",
       "        'change_from_prior_day': 130,\n",
       "        'seven_day_change_percent': 32.9,\n",
       "        'seven_day_average': 4784}}}},\n",
       "    'death': {'total': {'value': 248564,\n",
       "      'calculated': {'population_percent': 0.0751,\n",
       "       'change_from_prior_day': 923,\n",
       "       'seven_day_change_percent': 4.4,\n",
       "       'seven_day_average': 243952}}}}},\n",
       "  {'date': '2020-11-21',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 12109833,\n",
       "     'calculated': {'population_percent': 3.6609,\n",
       "      'change_from_prior_day': 186385,\n",
       "      'seven_day_change_percent': 11}}},\n",
       "   'testing': {'total': {'value': 183257160,\n",
       "     'calculated': {'population_percent': 55.3994,\n",
       "      'change_from_prior_day': 2140465,\n",
       "      'seven_day_change_percent': 7.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 83346,\n",
       "      'calculated': {'population_percent': 0.0252,\n",
       "       'change_from_prior_day': 1028,\n",
       "       'seven_day_change_percent': 19.8,\n",
       "       'seven_day_average': 78054}},\n",
       "     'in_icu': {'currently': {'value': 16264,\n",
       "       'calculated': {'population_percent': 0.0049,\n",
       "        'change_from_prior_day': 118,\n",
       "        'seven_day_change_percent': 20.6,\n",
       "        'seven_day_average': 15294}}},\n",
       "     'on_ventilator': {'currently': {'value': 5103,\n",
       "       'calculated': {'population_percent': 0.0015,\n",
       "        'change_from_prior_day': 45,\n",
       "        'seven_day_change_percent': 29.4,\n",
       "        'seven_day_average': 4599}}}},\n",
       "    'death': {'total': {'value': 247641,\n",
       "      'calculated': {'population_percent': 0.0749,\n",
       "       'change_from_prior_day': 1551,\n",
       "       'seven_day_change_percent': 4.3,\n",
       "       'seven_day_average': 242460}}}}},\n",
       "  {'date': '2020-11-20',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 11923448,\n",
       "     'calculated': {'population_percent': 3.6045,\n",
       "      'change_from_prior_day': 197164,\n",
       "      'seven_day_change_percent': 11}}},\n",
       "   'testing': {'total': {'value': 181116695,\n",
       "     'calculated': {'population_percent': 54.7523,\n",
       "      'change_from_prior_day': 2004886,\n",
       "      'seven_day_change_percent': 7.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 82318,\n",
       "      'calculated': {'population_percent': 0.0249,\n",
       "       'change_from_prior_day': 1649,\n",
       "       'seven_day_change_percent': 20,\n",
       "       'seven_day_average': 76089}},\n",
       "     'in_icu': {'currently': {'value': 16146,\n",
       "       'calculated': {'population_percent': 0.0049,\n",
       "        'change_from_prior_day': 387,\n",
       "        'seven_day_change_percent': 21.6,\n",
       "        'seven_day_average': 14897}}},\n",
       "     'on_ventilator': {'currently': {'value': 5058,\n",
       "       'calculated': {'population_percent': 0.0015,\n",
       "        'change_from_prior_day': 198,\n",
       "        'seven_day_change_percent': 34.3,\n",
       "        'seven_day_average': 4434}}}},\n",
       "    'death': {'total': {'value': 246090,\n",
       "      'calculated': {'population_percent': 0.0744,\n",
       "       'change_from_prior_day': 1910,\n",
       "       'seven_day_change_percent': 4.2,\n",
       "       'seven_day_average': 240999}}}}},\n",
       "  {'date': '2020-11-19',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 11726284,\n",
       "     'calculated': {'population_percent': 3.5449,\n",
       "      'change_from_prior_day': 187932,\n",
       "      'seven_day_change_percent': 10.9}}},\n",
       "   'testing': {'total': {'value': 179111809,\n",
       "     'calculated': {'population_percent': 54.1462,\n",
       "      'change_from_prior_day': 1845354,\n",
       "      'seven_day_change_percent': 7.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 80669,\n",
       "      'calculated': {'population_percent': 0.0244,\n",
       "       'change_from_prior_day': 1191,\n",
       "       'seven_day_change_percent': 20,\n",
       "       'seven_day_average': 74127}},\n",
       "     'in_icu': {'currently': {'value': 15759,\n",
       "       'calculated': {'population_percent': 0.0048,\n",
       "        'change_from_prior_day': 202,\n",
       "        'seven_day_change_percent': 22,\n",
       "        'seven_day_average': 14488}}},\n",
       "     'on_ventilator': {'currently': {'value': 4860,\n",
       "       'calculated': {'population_percent': 0.0015,\n",
       "        'change_from_prior_day': 161,\n",
       "        'seven_day_change_percent': 34.2,\n",
       "        'seven_day_average': 4249}}}},\n",
       "    'death': {'total': {'value': 244180,\n",
       "      'calculated': {'population_percent': 0.0738,\n",
       "       'change_from_prior_day': 2010,\n",
       "       'seven_day_change_percent': 4,\n",
       "       'seven_day_average': 239566}}}}},\n",
       "  {'date': '2020-11-18',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 11538352,\n",
       "     'calculated': {'population_percent': 3.4881,\n",
       "      'change_from_prior_day': 168220,\n",
       "      'seven_day_change_percent': 10.8}}},\n",
       "   'testing': {'total': {'value': 177266455,\n",
       "     'calculated': {'population_percent': 53.5883,\n",
       "      'change_from_prior_day': 1701006,\n",
       "      'seven_day_change_percent': 7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 79478,\n",
       "      'calculated': {'population_percent': 0.024,\n",
       "       'change_from_prior_day': 2431,\n",
       "       'seven_day_change_percent': 21.2,\n",
       "       'seven_day_average': 72208}},\n",
       "     'in_icu': {'currently': {'value': 15557,\n",
       "       'calculated': {'population_percent': 0.0047,\n",
       "        'change_from_prior_day': 548,\n",
       "        'seven_day_change_percent': 23.2,\n",
       "        'seven_day_average': 14082}}},\n",
       "     'on_ventilator': {'currently': {'value': 4699,\n",
       "       'calculated': {'population_percent': 0.0014,\n",
       "        'change_from_prior_day': 320,\n",
       "        'seven_day_change_percent': 39.6,\n",
       "        'seven_day_average': 4072}}}},\n",
       "    'death': {'total': {'value': 242170,\n",
       "      'calculated': {'population_percent': 0.0732,\n",
       "       'change_from_prior_day': 1885,\n",
       "       'seven_day_change_percent': 3.6,\n",
       "       'seven_day_average': 238221}}}}},\n",
       "  {'date': '2020-11-17',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 11370132,\n",
       "     'calculated': {'population_percent': 3.4372,\n",
       "      'change_from_prior_day': 159826,\n",
       "      'seven_day_change_percent': 10.8}}},\n",
       "   'testing': {'total': {'value': 175565449,\n",
       "     'calculated': {'population_percent': 53.0741,\n",
       "      'change_from_prior_day': 1634272,\n",
       "      'seven_day_change_percent': 6.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 77047,\n",
       "      'calculated': {'population_percent': 0.0233,\n",
       "       'change_from_prior_day': 3727,\n",
       "       'seven_day_change_percent': 24,\n",
       "       'seven_day_average': 70218}},\n",
       "     'in_icu': {'currently': {'value': 15009,\n",
       "       'calculated': {'population_percent': 0.0045,\n",
       "        'change_from_prior_day': 538,\n",
       "        'seven_day_change_percent': 24.5,\n",
       "        'seven_day_average': 13663}}},\n",
       "     'on_ventilator': {'currently': {'value': 4379,\n",
       "       'calculated': {'population_percent': 0.0013,\n",
       "        'change_from_prior_day': 223,\n",
       "        'seven_day_change_percent': 36.8,\n",
       "        'seven_day_average': 3882}}}},\n",
       "    'death': {'total': {'value': 240285,\n",
       "      'calculated': {'population_percent': 0.0726,\n",
       "       'change_from_prior_day': 1553,\n",
       "       'seven_day_change_percent': 3.5,\n",
       "       'seven_day_average': 237003}}}}},\n",
       "  {'date': '2020-11-16',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 11210306,\n",
       "     'calculated': {'population_percent': 3.3889,\n",
       "      'change_from_prior_day': 149977,\n",
       "      'seven_day_change_percent': 10.7}}},\n",
       "   'testing': {'total': {'value': 173931177,\n",
       "     'calculated': {'population_percent': 52.5801,\n",
       "      'change_from_prior_day': 1484630,\n",
       "      'seven_day_change_percent': 6.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 73320,\n",
       "      'calculated': {'population_percent': 0.0222,\n",
       "       'change_from_prior_day': 3118,\n",
       "       'seven_day_change_percent': 23.6,\n",
       "       'seven_day_average': 68086}},\n",
       "     'in_icu': {'currently': {'value': 14471,\n",
       "       'calculated': {'population_percent': 0.0044,\n",
       "        'change_from_prior_day': 622,\n",
       "        'seven_day_change_percent': 24.4,\n",
       "        'seven_day_average': 13242}}},\n",
       "     'on_ventilator': {'currently': {'value': 4156,\n",
       "       'calculated': {'population_percent': 0.0013,\n",
       "        'change_from_prior_day': 217,\n",
       "        'seven_day_change_percent': 33.6,\n",
       "        'seven_day_average': 3714}}}},\n",
       "    'death': {'total': {'value': 238732,\n",
       "      'calculated': {'population_percent': 0.0722,\n",
       "       'change_from_prior_day': 607,\n",
       "       'seven_day_change_percent': 3.5,\n",
       "       'seven_day_average': 235829}}}}},\n",
       "  {'date': '2020-11-15',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 11060329,\n",
       "     'calculated': {'population_percent': 3.3436,\n",
       "      'change_from_prior_day': 147062,\n",
       "      'seven_day_change_percent': 10.5}}},\n",
       "   'testing': {'total': {'value': 172446547,\n",
       "     'calculated': {'population_percent': 52.1313,\n",
       "      'change_from_prior_day': 1626437,\n",
       "      'seven_day_change_percent': 6.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 70202,\n",
       "      'calculated': {'population_percent': 0.0212,\n",
       "       'change_from_prior_day': 614,\n",
       "       'seven_day_change_percent': 23.3,\n",
       "       'seven_day_average': 66089}},\n",
       "     'in_icu': {'currently': {'value': 13849,\n",
       "       'calculated': {'population_percent': 0.0042,\n",
       "        'change_from_prior_day': 358,\n",
       "        'seven_day_change_percent': 23.4,\n",
       "        'seven_day_average': 12837}}},\n",
       "     'on_ventilator': {'currently': {'value': 3939,\n",
       "       'calculated': {'population_percent': 0.0012,\n",
       "        'change_from_prior_day': -6,\n",
       "        'seven_day_change_percent': 32.3,\n",
       "        'seven_day_average': 3564}}}},\n",
       "    'death': {'total': {'value': 238125,\n",
       "      'calculated': {'population_percent': 0.072,\n",
       "       'change_from_prior_day': 712,\n",
       "       'seven_day_change_percent': 3.5,\n",
       "       'seven_day_average': 234684}}}}},\n",
       "  {'date': '2020-11-14',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 10913267,\n",
       "     'calculated': {'population_percent': 3.2991,\n",
       "      'change_from_prior_day': 167726,\n",
       "      'seven_day_change_percent': 10.3}}},\n",
       "   'testing': {'total': {'value': 170820110,\n",
       "     'calculated': {'population_percent': 51.6396,\n",
       "      'change_from_prior_day': 1785889,\n",
       "      'seven_day_change_percent': 6.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 69588,\n",
       "      'calculated': {'population_percent': 0.021,\n",
       "       'change_from_prior_day': 1003,\n",
       "       'seven_day_change_percent': 24.2,\n",
       "       'seven_day_average': 64194}},\n",
       "     'in_icu': {'currently': {'value': 13491,\n",
       "       'calculated': {'population_percent': 0.0041,\n",
       "        'change_from_prior_day': 211,\n",
       "        'seven_day_change_percent': 20.3,\n",
       "        'seven_day_average': 12461}}},\n",
       "     'on_ventilator': {'currently': {'value': 3945,\n",
       "       'calculated': {'population_percent': 0.0012,\n",
       "        'change_from_prior_day': 179,\n",
       "        'seven_day_change_percent': 33.9,\n",
       "        'seven_day_average': 3427}}}},\n",
       "    'death': {'total': {'value': 237413,\n",
       "      'calculated': {'population_percent': 0.0718,\n",
       "       'change_from_prior_day': 1353,\n",
       "       'seven_day_change_percent': 3.4,\n",
       "       'seven_day_average': 233542}}}}},\n",
       "  {'date': '2020-11-13',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 10745541,\n",
       "     'calculated': {'population_percent': 3.2484,\n",
       "      'change_from_prior_day': 174633,\n",
       "      'seven_day_change_percent': 10}}},\n",
       "   'testing': {'total': {'value': 169034221,\n",
       "     'calculated': {'population_percent': 51.0997,\n",
       "      'change_from_prior_day': 1742559,\n",
       "      'seven_day_change_percent': 6.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 68585,\n",
       "      'calculated': {'population_percent': 0.0207,\n",
       "       'change_from_prior_day': 1349,\n",
       "       'seven_day_change_percent': 24.7,\n",
       "       'seven_day_average': 62259}},\n",
       "     'in_icu': {'currently': {'value': 13280,\n",
       "       'calculated': {'population_percent': 0.004,\n",
       "        'change_from_prior_day': 363,\n",
       "        'seven_day_change_percent': 18.4,\n",
       "        'seven_day_average': 12136}}},\n",
       "     'on_ventilator': {'currently': {'value': 3766,\n",
       "       'calculated': {'population_percent': 0.0011,\n",
       "        'change_from_prior_day': 144,\n",
       "        'seven_day_change_percent': 32.1,\n",
       "        'seven_day_average': 3284}}}},\n",
       "    'death': {'total': {'value': 236060,\n",
       "      'calculated': {'population_percent': 0.0714,\n",
       "       'change_from_prior_day': 1301,\n",
       "       'seven_day_change_percent': 3.3,\n",
       "       'seven_day_average': 232429}}}}},\n",
       "  {'date': '2020-11-12',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 10570908,\n",
       "     'calculated': {'population_percent': 3.1956,\n",
       "      'change_from_prior_day': 157542,\n",
       "      'seven_day_change_percent': 9.7}}},\n",
       "   'testing': {'total': {'value': 167291662,\n",
       "     'calculated': {'population_percent': 50.5729,\n",
       "      'change_from_prior_day': 1607551,\n",
       "      'seven_day_change_percent': 6.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 67236,\n",
       "      'calculated': {'population_percent': 0.0203,\n",
       "       'change_from_prior_day': 1687,\n",
       "       'seven_day_change_percent': 26,\n",
       "       'seven_day_average': 60319}},\n",
       "     'in_icu': {'currently': {'value': 12917,\n",
       "       'calculated': {'population_percent': 0.0039,\n",
       "        'change_from_prior_day': 291,\n",
       "        'seven_day_change_percent': 16.9,\n",
       "        'seven_day_average': 11841}}},\n",
       "     'on_ventilator': {'currently': {'value': 3622,\n",
       "       'calculated': {'population_percent': 0.0011,\n",
       "        'change_from_prior_day': 257,\n",
       "        'seven_day_change_percent': 25.9,\n",
       "        'seven_day_average': 3153}}}},\n",
       "    'death': {'total': {'value': 234759,\n",
       "      'calculated': {'population_percent': 0.071,\n",
       "       'change_from_prior_day': 1112,\n",
       "       'seven_day_change_percent': 3.3,\n",
       "       'seven_day_average': 231349}}}}},\n",
       "  {'date': '2020-11-11',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 10413366,\n",
       "     'calculated': {'population_percent': 3.148,\n",
       "      'change_from_prior_day': 149333,\n",
       "      'seven_day_change_percent': 9.4}}},\n",
       "   'testing': {'total': {'value': 165684111,\n",
       "     'calculated': {'population_percent': 50.087,\n",
       "      'change_from_prior_day': 1503560,\n",
       "      'seven_day_change_percent': 6.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 65549,\n",
       "      'calculated': {'population_percent': 0.0198,\n",
       "       'change_from_prior_day': 3430,\n",
       "       'seven_day_change_percent': 25.7,\n",
       "       'seven_day_average': 58339}},\n",
       "     'in_icu': {'currently': {'value': 12626,\n",
       "       'calculated': {'population_percent': 0.0038,\n",
       "        'change_from_prior_day': 569,\n",
       "        'seven_day_change_percent': 15.9,\n",
       "        'seven_day_average': 11574}}},\n",
       "     'on_ventilator': {'currently': {'value': 3365,\n",
       "       'calculated': {'population_percent': 0.001,\n",
       "        'change_from_prior_day': 163,\n",
       "        'seven_day_change_percent': 18.8,\n",
       "        'seven_day_average': 3047}}}},\n",
       "    'death': {'total': {'value': 233647,\n",
       "      'calculated': {'population_percent': 0.0706,\n",
       "       'change_from_prior_day': 1577,\n",
       "       'seven_day_change_percent': 3.3,\n",
       "       'seven_day_average': 230285}}}}},\n",
       "  {'date': '2020-11-10',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 10264033,\n",
       "     'calculated': {'population_percent': 3.1029,\n",
       "      'change_from_prior_day': 135569,\n",
       "      'seven_day_change_percent': 9.1}}},\n",
       "   'testing': {'total': {'value': 164180551,\n",
       "     'calculated': {'population_percent': 49.6324,\n",
       "      'change_from_prior_day': 1386936,\n",
       "      'seven_day_change_percent': 6.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 62119,\n",
       "      'calculated': {'population_percent': 0.0188,\n",
       "       'change_from_prior_day': 2777,\n",
       "       'seven_day_change_percent': 23,\n",
       "       'seven_day_average': 56427}},\n",
       "     'in_icu': {'currently': {'value': 12057,\n",
       "       'calculated': {'population_percent': 0.0036,\n",
       "        'change_from_prior_day': 421,\n",
       "        'seven_day_change_percent': 14.4,\n",
       "        'seven_day_average': 11327}}},\n",
       "     'on_ventilator': {'currently': {'value': 3202,\n",
       "       'calculated': {'population_percent': 0.001,\n",
       "        'change_from_prior_day': 91,\n",
       "        'seven_day_change_percent': 17.1,\n",
       "        'seven_day_average': 2971}}}},\n",
       "    'death': {'total': {'value': 232070,\n",
       "      'calculated': {'population_percent': 0.0702,\n",
       "       'change_from_prior_day': 1358,\n",
       "       'seven_day_change_percent': 3.1,\n",
       "       'seven_day_average': 229215}}}}},\n",
       "  {'date': '2020-11-09',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 10128464,\n",
       "     'calculated': {'population_percent': 3.0619,\n",
       "      'change_from_prior_day': 118403,\n",
       "      'seven_day_change_percent': 9}}},\n",
       "   'testing': {'total': {'value': 162793615,\n",
       "     'calculated': {'population_percent': 49.2132,\n",
       "      'change_from_prior_day': 1314380,\n",
       "      'seven_day_change_percent': 6.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 59342,\n",
       "      'calculated': {'population_percent': 0.0179,\n",
       "       'change_from_prior_day': 2400,\n",
       "       'seven_day_change_percent': 21.7,\n",
       "       'seven_day_average': 54769}},\n",
       "     'in_icu': {'currently': {'value': 11636,\n",
       "       'calculated': {'population_percent': 0.0035,\n",
       "        'change_from_prior_day': 413,\n",
       "        'seven_day_change_percent': 16.9,\n",
       "        'seven_day_average': 11110}}},\n",
       "     'on_ventilator': {'currently': {'value': 3111,\n",
       "       'calculated': {'population_percent': 0.0009,\n",
       "        'change_from_prior_day': 134,\n",
       "        'seven_day_change_percent': 18.2,\n",
       "        'seven_day_average': 2904}}}},\n",
       "    'death': {'total': {'value': 230712,\n",
       "      'calculated': {'population_percent': 0.0697,\n",
       "       'change_from_prior_day': 577,\n",
       "       'seven_day_change_percent': 3.2,\n",
       "       'seven_day_average': 228209}}}}},\n",
       "  {'date': '2020-11-08',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 10010061,\n",
       "     'calculated': {'population_percent': 3.0261,\n",
       "      'change_from_prior_day': 112445,\n",
       "      'seven_day_change_percent': 8.7}}},\n",
       "   'testing': {'total': {'value': 161479235,\n",
       "     'calculated': {'population_percent': 48.8158,\n",
       "      'change_from_prior_day': 1266058,\n",
       "      'seven_day_change_percent': 6.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 56942,\n",
       "      'calculated': {'population_percent': 0.0172,\n",
       "       'change_from_prior_day': 905,\n",
       "       'seven_day_change_percent': 19.6,\n",
       "       'seven_day_average': 53256}},\n",
       "     'in_icu': {'currently': {'value': 11223,\n",
       "       'calculated': {'population_percent': 0.0034,\n",
       "        'change_from_prior_day': 8,\n",
       "        'seven_day_change_percent': 16.1,\n",
       "        'seven_day_average': 10870}}},\n",
       "     'on_ventilator': {'currently': {'value': 2977,\n",
       "       'calculated': {'population_percent': 0.0009,\n",
       "        'change_from_prior_day': 30,\n",
       "        'seven_day_change_percent': 16.6,\n",
       "        'seven_day_average': 2836}}}},\n",
       "    'death': {'total': {'value': 230135,\n",
       "      'calculated': {'population_percent': 0.0696,\n",
       "       'change_from_prior_day': 513,\n",
       "       'seven_day_change_percent': 3.2,\n",
       "       'seven_day_average': 227180}}}}},\n",
       "  {'date': '2020-11-07',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 9897616,\n",
       "     'calculated': {'population_percent': 2.9921,\n",
       "      'change_from_prior_day': 132113,\n",
       "      'seven_day_change_percent': 9.2}}},\n",
       "   'testing': {'total': {'value': 160213177,\n",
       "     'calculated': {'population_percent': 48.4331,\n",
       "      'change_from_prior_day': 1546164,\n",
       "      'seven_day_change_percent': 6.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 56037,\n",
       "      'calculated': {'population_percent': 0.0169,\n",
       "       'change_from_prior_day': 1032,\n",
       "       'seven_day_change_percent': 18,\n",
       "       'seven_day_average': 51923}},\n",
       "     'in_icu': {'currently': {'value': 11215,\n",
       "       'calculated': {'population_percent': 0.0034,\n",
       "        'change_from_prior_day': 2,\n",
       "        'seven_day_change_percent': 16.7,\n",
       "        'seven_day_average': 10647}}},\n",
       "     'on_ventilator': {'currently': {'value': 2947,\n",
       "       'calculated': {'population_percent': 0.0009,\n",
       "        'change_from_prior_day': 97,\n",
       "        'seven_day_change_percent': 17.8,\n",
       "        'seven_day_average': 2775}}}},\n",
       "    'death': {'total': {'value': 229622,\n",
       "      'calculated': {'population_percent': 0.0694,\n",
       "       'change_from_prior_day': 1125,\n",
       "       'seven_day_change_percent': 3.1,\n",
       "       'seven_day_average': 226166}}}}},\n",
       "  {'date': '2020-11-06',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 9765503,\n",
       "     'calculated': {'population_percent': 2.9521,\n",
       "      'change_from_prior_day': 129990,\n",
       "      'seven_day_change_percent': 8.8}}},\n",
       "   'testing': {'total': {'value': 158667013,\n",
       "     'calculated': {'population_percent': 47.9657,\n",
       "      'change_from_prior_day': 1772955,\n",
       "      'seven_day_change_percent': 6.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 55005,\n",
       "      'calculated': {'population_percent': 0.0166,\n",
       "       'change_from_prior_day': 1625,\n",
       "       'seven_day_change_percent': 17.3,\n",
       "       'seven_day_average': 50702}},\n",
       "     'in_icu': {'currently': {'value': 11213,\n",
       "       'calculated': {'population_percent': 0.0034,\n",
       "        'change_from_prior_day': 163,\n",
       "        'seven_day_change_percent': 17.4,\n",
       "        'seven_day_average': 10418}}},\n",
       "     'on_ventilator': {'currently': {'value': 2850,\n",
       "       'calculated': {'population_percent': 0.0009,\n",
       "        'change_from_prior_day': -26,\n",
       "        'seven_day_change_percent': 15.1,\n",
       "        'seven_day_average': 2711}}}},\n",
       "    'death': {'total': {'value': 228497,\n",
       "      'calculated': {'population_percent': 0.0691,\n",
       "       'change_from_prior_day': 1185,\n",
       "       'seven_day_change_percent': 3.1,\n",
       "       'seven_day_average': 225166}}}}},\n",
       "  {'date': '2020-11-05',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 9635513,\n",
       "     'calculated': {'population_percent': 2.9129,\n",
       "      'change_from_prior_day': 119023,\n",
       "      'seven_day_change_percent': 8.6}}},\n",
       "   'testing': {'total': {'value': 156894058,\n",
       "     'calculated': {'population_percent': 47.4297,\n",
       "      'change_from_prior_day': 1561062,\n",
       "      'seven_day_change_percent': 6.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 53380,\n",
       "      'calculated': {'population_percent': 0.0161,\n",
       "       'change_from_prior_day': 1214,\n",
       "       'seven_day_change_percent': 15.6,\n",
       "       'seven_day_average': 49541}},\n",
       "     'in_icu': {'currently': {'value': 11050,\n",
       "       'calculated': {'population_percent': 0.0033,\n",
       "        'change_from_prior_day': 158,\n",
       "        'seven_day_change_percent': 18.6,\n",
       "        'seven_day_average': 10181}}},\n",
       "     'on_ventilator': {'currently': {'value': 2876,\n",
       "       'calculated': {'population_percent': 0.0009,\n",
       "        'change_from_prior_day': 44,\n",
       "        'seven_day_change_percent': 19.9,\n",
       "        'seven_day_average': 2658}}}},\n",
       "    'death': {'total': {'value': 227312,\n",
       "      'calculated': {'population_percent': 0.0687,\n",
       "       'change_from_prior_day': 1154,\n",
       "       'seven_day_change_percent': 3,\n",
       "       'seven_day_average': 224191}}}}},\n",
       "  {'date': '2020-11-04',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 9516490,\n",
       "     'calculated': {'population_percent': 2.8769,\n",
       "      'change_from_prior_day': 105996,\n",
       "      'seven_day_change_percent': 8.3}}},\n",
       "   'testing': {'total': {'value': 155332996,\n",
       "     'calculated': {'population_percent': 46.9578,\n",
       "      'change_from_prior_day': 1318451,\n",
       "      'seven_day_change_percent': 6.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 52166,\n",
       "      'calculated': {'population_percent': 0.0158,\n",
       "       'change_from_prior_day': 1657,\n",
       "       'seven_day_change_percent': 15.4,\n",
       "       'seven_day_average': 48514}},\n",
       "     'in_icu': {'currently': {'value': 10892,\n",
       "       'calculated': {'population_percent': 0.0033,\n",
       "        'change_from_prior_day': 354,\n",
       "        'seven_day_change_percent': 19.3,\n",
       "        'seven_day_average': 9934}}},\n",
       "     'on_ventilator': {'currently': {'value': 2832,\n",
       "       'calculated': {'population_percent': 0.0009,\n",
       "        'change_from_prior_day': 98,\n",
       "        'seven_day_change_percent': 20.3,\n",
       "        'seven_day_average': 2590}}}},\n",
       "    'death': {'total': {'value': 226158,\n",
       "      'calculated': {'population_percent': 0.0684,\n",
       "       'change_from_prior_day': 1131,\n",
       "       'seven_day_change_percent': 3,\n",
       "       'seven_day_average': 223249}}}}},\n",
       "  {'date': '2020-11-03',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 9410494,\n",
       "     'calculated': {'population_percent': 2.8448,\n",
       "      'change_from_prior_day': 119949,\n",
       "      'seven_day_change_percent': 8.1}}},\n",
       "   'testing': {'total': {'value': 154014545,\n",
       "     'calculated': {'population_percent': 46.5592,\n",
       "      'change_from_prior_day': 1269152,\n",
       "      'seven_day_change_percent': 6.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 50509,\n",
       "      'calculated': {'population_percent': 0.0153,\n",
       "       'change_from_prior_day': 1759,\n",
       "       'seven_day_change_percent': 13.8,\n",
       "       'seven_day_average': 47521}},\n",
       "     'in_icu': {'currently': {'value': 10538,\n",
       "       'calculated': {'population_percent': 0.0032,\n",
       "        'change_from_prior_day': 581,\n",
       "        'seven_day_change_percent': 17.3,\n",
       "        'seven_day_average': 9682}}},\n",
       "     'on_ventilator': {'currently': {'value': 2734,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': 101,\n",
       "        'seven_day_change_percent': 19.8,\n",
       "        'seven_day_average': 2522}}}},\n",
       "    'death': {'total': {'value': 225027,\n",
       "      'calculated': {'population_percent': 0.068,\n",
       "       'change_from_prior_day': 1517,\n",
       "       'seven_day_change_percent': 2.9,\n",
       "       'seven_day_average': 222321}}}}},\n",
       "  {'date': '2020-11-02',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 9290545,\n",
       "     'calculated': {'population_percent': 2.8086,\n",
       "      'change_from_prior_day': 83454,\n",
       "      'seven_day_change_percent': 7.6}}},\n",
       "   'testing': {'total': {'value': 152745393,\n",
       "     'calculated': {'population_percent': 46.1755,\n",
       "      'change_from_prior_day': 1238898,\n",
       "      'seven_day_change_percent': 6.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 48750,\n",
       "      'calculated': {'population_percent': 0.0147,\n",
       "       'change_from_prior_day': 1135,\n",
       "       'seven_day_change_percent': 13.4,\n",
       "       'seven_day_average': 46647}},\n",
       "     'in_icu': {'currently': {'value': 9957,\n",
       "       'calculated': {'population_percent': 0.003,\n",
       "        'change_from_prior_day': 292,\n",
       "        'seven_day_change_percent': 11.3,\n",
       "        'seven_day_average': 9460}}},\n",
       "     'on_ventilator': {'currently': {'value': 2633,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': 80,\n",
       "        'seven_day_change_percent': 14.5,\n",
       "        'seven_day_average': 2457}}}},\n",
       "    'death': {'total': {'value': 223510,\n",
       "      'calculated': {'population_percent': 0.0676,\n",
       "       'change_from_prior_day': 475,\n",
       "       'seven_day_change_percent': 2.7,\n",
       "       'seven_day_average': 221404}}}}},\n",
       "  {'date': '2020-11-01',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 9207091,\n",
       "     'calculated': {'population_percent': 2.7833,\n",
       "      'change_from_prior_day': 141973,\n",
       "      'seven_day_change_percent': 7.4}}},\n",
       "   'testing': {'total': {'value': 151506495,\n",
       "     'calculated': {'population_percent': 45.801,\n",
       "      'change_from_prior_day': 1160138,\n",
       "      'seven_day_change_percent': 6.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 47615,\n",
       "      'calculated': {'population_percent': 0.0144,\n",
       "       'change_from_prior_day': 129,\n",
       "       'seven_day_change_percent': 13.7,\n",
       "       'seven_day_average': 45824}},\n",
       "     'in_icu': {'currently': {'value': 9665,\n",
       "       'calculated': {'population_percent': 0.0029,\n",
       "        'change_from_prior_day': 52,\n",
       "        'seven_day_change_percent': 12.5,\n",
       "        'seven_day_average': 9316}}},\n",
       "     'on_ventilator': {'currently': {'value': 2553,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': 51,\n",
       "        'seven_day_change_percent': 17.3,\n",
       "        'seven_day_average': 2410}}}},\n",
       "    'death': {'total': {'value': 223035,\n",
       "      'calculated': {'population_percent': 0.0674,\n",
       "       'change_from_prior_day': 410,\n",
       "       'seven_day_change_percent': 2.6,\n",
       "       'seven_day_average': 220573}}}}},\n",
       "  {'date': '2020-10-31',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 9065118,\n",
       "     'calculated': {'population_percent': 2.7404,\n",
       "      'change_from_prior_day': 91294,\n",
       "      'seven_day_change_percent': 6.6}}},\n",
       "   'testing': {'total': {'value': 150346357,\n",
       "     'calculated': {'population_percent': 45.4503,\n",
       "      'change_from_prior_day': 1473444,\n",
       "      'seven_day_change_percent': 6.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 47486,\n",
       "      'calculated': {'population_percent': 0.0144,\n",
       "       'change_from_prior_day': 606,\n",
       "       'seven_day_change_percent': 12.8,\n",
       "       'seven_day_average': 45005}},\n",
       "     'in_icu': {'currently': {'value': 9613,\n",
       "       'calculated': {'population_percent': 0.0029,\n",
       "        'change_from_prior_day': 63,\n",
       "        'seven_day_change_percent': 10.8,\n",
       "        'seven_day_average': 9162}}},\n",
       "     'on_ventilator': {'currently': {'value': 2502,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': 25,\n",
       "        'seven_day_change_percent': 12.2,\n",
       "        'seven_day_average': 2356}}}},\n",
       "    'death': {'total': {'value': 222625,\n",
       "      'calculated': {'population_percent': 0.0673,\n",
       "       'change_from_prior_day': 958,\n",
       "       'seven_day_change_percent': 2.6,\n",
       "       'seven_day_average': 219753}}}}},\n",
       "  {'date': '2020-10-30',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 8973824,\n",
       "     'calculated': {'population_percent': 2.7128,\n",
       "      'change_from_prior_day': 97942,\n",
       "      'seven_day_change_percent': 6.5}}},\n",
       "   'testing': {'total': {'value': 148872913,\n",
       "     'calculated': {'population_percent': 45.0049,\n",
       "      'change_from_prior_day': 1423126,\n",
       "      'seven_day_change_percent': 6.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 46880,\n",
       "      'calculated': {'population_percent': 0.0142,\n",
       "       'change_from_prior_day': 689,\n",
       "       'seven_day_change_percent': 12.7,\n",
       "       'seven_day_average': 44233}},\n",
       "     'in_icu': {'currently': {'value': 9550,\n",
       "       'calculated': {'population_percent': 0.0029,\n",
       "        'change_from_prior_day': 230,\n",
       "        'seven_day_change_percent': 14.5,\n",
       "        'seven_day_average': 9028}}},\n",
       "     'on_ventilator': {'currently': {'value': 2477,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 78,\n",
       "        'seven_day_change_percent': 13.6,\n",
       "        'seven_day_average': 2317}}}},\n",
       "    'death': {'total': {'value': 221667,\n",
       "      'calculated': {'population_percent': 0.067,\n",
       "       'change_from_prior_day': 947,\n",
       "       'seven_day_change_percent': 2.6,\n",
       "       'seven_day_average': 218935}}}}},\n",
       "  {'date': '2020-10-29',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 8875882,\n",
       "     'calculated': {'population_percent': 2.6832,\n",
       "      'change_from_prior_day': 89365,\n",
       "      'seven_day_change_percent': 6.4}}},\n",
       "   'testing': {'total': {'value': 147449787,\n",
       "     'calculated': {'population_percent': 44.5747,\n",
       "      'change_from_prior_day': 1453174,\n",
       "      'seven_day_change_percent': 6.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 46191,\n",
       "      'calculated': {'population_percent': 0.014,\n",
       "       'change_from_prior_day': 977,\n",
       "       'seven_day_change_percent': 12.3,\n",
       "       'seven_day_average': 43481}},\n",
       "     'in_icu': {'currently': {'value': 9320,\n",
       "       'calculated': {'population_percent': 0.0028,\n",
       "        'change_from_prior_day': 187,\n",
       "        'seven_day_change_percent': 13.9,\n",
       "        'seven_day_average': 8856}}},\n",
       "     'on_ventilator': {'currently': {'value': 2399,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 45,\n",
       "        'seven_day_change_percent': 11.7,\n",
       "        'seven_day_average': 2275}}}},\n",
       "    'death': {'total': {'value': 220720,\n",
       "      'calculated': {'population_percent': 0.0667,\n",
       "       'change_from_prior_day': 1060,\n",
       "       'seven_day_change_percent': 2.6,\n",
       "       'seven_day_average': 218127}}}}},\n",
       "  {'date': '2020-10-28',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 8786517,\n",
       "     'calculated': {'population_percent': 2.6562,\n",
       "      'change_from_prior_day': 79700,\n",
       "      'seven_day_change_percent': 6.3}}},\n",
       "   'testing': {'total': {'value': 145996613,\n",
       "     'calculated': {'population_percent': 44.1354,\n",
       "      'change_from_prior_day': 1150428,\n",
       "      'seven_day_change_percent': 6.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 45214,\n",
       "      'calculated': {'population_percent': 0.0137,\n",
       "       'change_from_prior_day': 823,\n",
       "       'seven_day_change_percent': 11.9,\n",
       "       'seven_day_average': 42756}},\n",
       "     'in_icu': {'currently': {'value': 9133,\n",
       "       'calculated': {'population_percent': 0.0028,\n",
       "        'change_from_prior_day': 148,\n",
       "        'seven_day_change_percent': 10.2,\n",
       "        'seven_day_average': 8693}}},\n",
       "     'on_ventilator': {'currently': {'value': 2354,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 71,\n",
       "        'seven_day_change_percent': 13,\n",
       "        'seven_day_average': 2239}}}},\n",
       "    'death': {'total': {'value': 219660,\n",
       "      'calculated': {'population_percent': 0.0664,\n",
       "       'change_from_prior_day': 1047,\n",
       "       'seven_day_change_percent': 2.7,\n",
       "       'seven_day_average': 217318}}}}},\n",
       "  {'date': '2020-10-27',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 8706817,\n",
       "     'calculated': {'population_percent': 2.6321,\n",
       "      'change_from_prior_day': 72255,\n",
       "      'seven_day_change_percent': 6.1}}},\n",
       "   'testing': {'total': {'value': 144846185,\n",
       "     'calculated': {'population_percent': 43.7876,\n",
       "      'change_from_prior_day': 1150455,\n",
       "      'seven_day_change_percent': 6.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 44391,\n",
       "      'calculated': {'population_percent': 0.0134,\n",
       "       'change_from_prior_day': 1403,\n",
       "       'seven_day_change_percent': 12.7,\n",
       "       'seven_day_average': 42068}},\n",
       "     'in_icu': {'currently': {'value': 8985,\n",
       "       'calculated': {'population_percent': 0.0027,\n",
       "        'change_from_prior_day': 39,\n",
       "        'seven_day_change_percent': 9.5,\n",
       "        'seven_day_average': 8573}}},\n",
       "     'on_ventilator': {'currently': {'value': 2283,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': -17,\n",
       "        'seven_day_change_percent': 11.8,\n",
       "        'seven_day_average': 2200}}}},\n",
       "    'death': {'total': {'value': 218613,\n",
       "      'calculated': {'population_percent': 0.0661,\n",
       "       'change_from_prior_day': 922,\n",
       "       'seven_day_change_percent': 2.7,\n",
       "       'seven_day_average': 216501}}}}},\n",
       "  {'date': '2020-10-26',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 8634562,\n",
       "     'calculated': {'population_percent': 2.6103,\n",
       "      'change_from_prior_day': 63430,\n",
       "      'seven_day_change_percent': 6}}},\n",
       "   'testing': {'total': {'value': 143695730,\n",
       "     'calculated': {'population_percent': 43.4398,\n",
       "      'change_from_prior_day': 1131572,\n",
       "      'seven_day_change_percent': 6.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 42988,\n",
       "      'calculated': {'population_percent': 0.013,\n",
       "       'change_from_prior_day': 1105,\n",
       "       'seven_day_change_percent': 13.2,\n",
       "       'seven_day_average': 41353}},\n",
       "     'in_icu': {'currently': {'value': 8946,\n",
       "       'calculated': {'population_percent': 0.0027,\n",
       "        'change_from_prior_day': 356,\n",
       "        'seven_day_change_percent': 11,\n",
       "        'seven_day_average': 8461}}},\n",
       "     'on_ventilator': {'currently': {'value': 2300,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 124,\n",
       "        'seven_day_change_percent': 27.5,\n",
       "        'seven_day_average': 2165}}}},\n",
       "    'death': {'total': {'value': 217691,\n",
       "      'calculated': {'population_percent': 0.0658,\n",
       "       'change_from_prior_day': 397,\n",
       "       'seven_day_change_percent': 2.6,\n",
       "       'seven_day_average': 215687}}}}},\n",
       "  {'date': '2020-10-25',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 8571132,\n",
       "     'calculated': {'population_percent': 2.5911,\n",
       "      'change_from_prior_day': 64471,\n",
       "      'seven_day_change_percent': 6}}},\n",
       "   'testing': {'total': {'value': 142564158,\n",
       "     'calculated': {'population_percent': 43.0977,\n",
       "      'change_from_prior_day': 1222362,\n",
       "      'seven_day_change_percent': 6.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 41883,\n",
       "      'calculated': {'population_percent': 0.0127,\n",
       "       'change_from_prior_day': -204,\n",
       "       'seven_day_change_percent': 14.6,\n",
       "       'seven_day_average': 40637}},\n",
       "     'in_icu': {'currently': {'value': 8590,\n",
       "       'calculated': {'population_percent': 0.0026,\n",
       "        'change_from_prior_day': -85,\n",
       "        'seven_day_change_percent': 16.3,\n",
       "        'seven_day_average': 8335}}},\n",
       "     'on_ventilator': {'currently': {'value': 2176,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': -54,\n",
       "        'seven_day_change_percent': 23.5,\n",
       "        'seven_day_average': 2095}}}},\n",
       "    'death': {'total': {'value': 217294,\n",
       "      'calculated': {'population_percent': 0.0657,\n",
       "       'change_from_prior_day': 391,\n",
       "       'seven_day_change_percent': 2.7,\n",
       "       'seven_day_average': 214885}}}}},\n",
       "  {'date': '2020-10-24',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 8506661,\n",
       "     'calculated': {'population_percent': 2.5716,\n",
       "      'change_from_prior_day': 83792,\n",
       "      'seven_day_change_percent': 5.8}}},\n",
       "   'testing': {'total': {'value': 141341796,\n",
       "     'calculated': {'population_percent': 42.7282,\n",
       "      'change_from_prior_day': 1370239,\n",
       "      'seven_day_change_percent': 6.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 42087,\n",
       "      'calculated': {'population_percent': 0.0127,\n",
       "       'change_from_prior_day': 473,\n",
       "       'seven_day_change_percent': 12.3,\n",
       "       'seven_day_average': 39874}},\n",
       "     'in_icu': {'currently': {'value': 8675,\n",
       "       'calculated': {'population_percent': 0.0026,\n",
       "        'change_from_prior_day': 333,\n",
       "        'seven_day_change_percent': 16.2,\n",
       "        'seven_day_average': 8163}}},\n",
       "     'on_ventilator': {'currently': {'value': 2230,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 50,\n",
       "        'seven_day_change_percent': 24.5,\n",
       "        'seven_day_average': 2035}}}},\n",
       "    'death': {'total': {'value': 216903,\n",
       "      'calculated': {'population_percent': 0.0656,\n",
       "       'change_from_prior_day': 896,\n",
       "       'seven_day_change_percent': 2.7,\n",
       "       'seven_day_average': 214077}}}}},\n",
       "  {'date': '2020-10-23',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 8422869,\n",
       "     'calculated': {'population_percent': 2.5463,\n",
       "      'change_from_prior_day': 82575,\n",
       "      'seven_day_change_percent': 5.5}}},\n",
       "   'testing': {'total': {'value': 139971557,\n",
       "     'calculated': {'population_percent': 42.314,\n",
       "      'change_from_prior_day': 1444382,\n",
       "      'seven_day_change_percent': 6.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 41614,\n",
       "      'calculated': {'population_percent': 0.0126,\n",
       "       'change_from_prior_day': 500,\n",
       "       'seven_day_change_percent': 11,\n",
       "       'seven_day_average': 39215}},\n",
       "     'in_icu': {'currently': {'value': 8342,\n",
       "       'calculated': {'population_percent': 0.0025,\n",
       "        'change_from_prior_day': 162,\n",
       "        'seven_day_change_percent': 13.8,\n",
       "        'seven_day_average': 7990}}},\n",
       "     'on_ventilator': {'currently': {'value': 2180,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 33,\n",
       "        'seven_day_change_percent': 25.3,\n",
       "        'seven_day_average': 1973}}}},\n",
       "    'death': {'total': {'value': 216007,\n",
       "      'calculated': {'population_percent': 0.0653,\n",
       "       'change_from_prior_day': 949,\n",
       "       'seven_day_change_percent': 2.6,\n",
       "       'seven_day_average': 213267}}}}},\n",
       "  {'date': '2020-10-22',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 8340294,\n",
       "     'calculated': {'population_percent': 2.5213,\n",
       "      'change_from_prior_day': 73419,\n",
       "      'seven_day_change_percent': 5.4}}},\n",
       "   'testing': {'total': {'value': 138527175,\n",
       "     'calculated': {'population_percent': 41.8773,\n",
       "      'change_from_prior_day': 1305768,\n",
       "      'seven_day_change_percent': 6.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 41114,\n",
       "      'calculated': {'population_percent': 0.0124,\n",
       "       'change_from_prior_day': 717,\n",
       "       'seven_day_change_percent': 9.9,\n",
       "       'seven_day_average': 38624}},\n",
       "     'in_icu': {'currently': {'value': 8180,\n",
       "       'calculated': {'population_percent': 0.0025,\n",
       "        'change_from_prior_day': -111,\n",
       "        'seven_day_change_percent': 12,\n",
       "        'seven_day_average': 7846}}},\n",
       "     'on_ventilator': {'currently': {'value': 2147,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': 64,\n",
       "        'seven_day_change_percent': 21.1,\n",
       "        'seven_day_average': 1910}}}},\n",
       "    'death': {'total': {'value': 215058,\n",
       "      'calculated': {'population_percent': 0.065,\n",
       "       'change_from_prior_day': 1117,\n",
       "       'seven_day_change_percent': 2.6,\n",
       "       'seven_day_average': 212473}}}}},\n",
       "  {'date': '2020-10-21',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 8266875,\n",
       "     'calculated': {'population_percent': 2.4991,\n",
       "      'change_from_prior_day': 61710,\n",
       "      'seven_day_change_percent': 5.3}}},\n",
       "   'testing': {'total': {'value': 137221407,\n",
       "     'calculated': {'population_percent': 41.4826,\n",
       "      'change_from_prior_day': 1055928,\n",
       "      'seven_day_change_percent': 6.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 40397,\n",
       "      'calculated': {'population_percent': 0.0122,\n",
       "       'change_from_prior_day': 1006,\n",
       "       'seven_day_change_percent': 8.6,\n",
       "       'seven_day_average': 38097}},\n",
       "     'in_icu': {'currently': {'value': 8291,\n",
       "       'calculated': {'population_percent': 0.0025,\n",
       "        'change_from_prior_day': 85,\n",
       "        'seven_day_change_percent': 14.6,\n",
       "        'seven_day_average': 7721}}},\n",
       "     'on_ventilator': {'currently': {'value': 2083,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': 41,\n",
       "        'seven_day_change_percent': 17.4,\n",
       "        'seven_day_average': 1856}}}},\n",
       "    'death': {'total': {'value': 213941,\n",
       "      'calculated': {'population_percent': 0.0647,\n",
       "       'change_from_prior_day': 1028,\n",
       "       'seven_day_change_percent': 2.5,\n",
       "       'seven_day_average': 211688}}}}},\n",
       "  {'date': '2020-10-20',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 8205165,\n",
       "     'calculated': {'population_percent': 2.4805,\n",
       "      'change_from_prior_day': 60574,\n",
       "      'seven_day_change_percent': 5.3}}},\n",
       "   'testing': {'total': {'value': 136165479,\n",
       "     'calculated': {'population_percent': 41.1634,\n",
       "      'change_from_prior_day': 1034354,\n",
       "      'seven_day_change_percent': 6.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 39391,\n",
       "      'calculated': {'population_percent': 0.0119,\n",
       "       'change_from_prior_day': 1415,\n",
       "       'seven_day_change_percent': 8.9,\n",
       "       'seven_day_average': 37638}},\n",
       "     'in_icu': {'currently': {'value': 8206,\n",
       "       'calculated': {'population_percent': 0.0025,\n",
       "        'change_from_prior_day': 143,\n",
       "        'seven_day_change_percent': 15.5,\n",
       "        'seven_day_average': 7570}}},\n",
       "     'on_ventilator': {'currently': {'value': 2042,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': 238,\n",
       "        'seven_day_change_percent': 16.2,\n",
       "        'seven_day_average': 1812}}}},\n",
       "    'death': {'total': {'value': 212913,\n",
       "      'calculated': {'population_percent': 0.0644,\n",
       "       'change_from_prior_day': 833,\n",
       "       'seven_day_change_percent': 2.4,\n",
       "       'seven_day_average': 210930}}}}},\n",
       "  {'date': '2020-10-19',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 8144591,\n",
       "     'calculated': {'population_percent': 2.4621,\n",
       "      'change_from_prior_day': 57650,\n",
       "      'seven_day_change_percent': 5.2}}},\n",
       "   'testing': {'total': {'value': 135131125,\n",
       "     'calculated': {'population_percent': 40.8507,\n",
       "      'change_from_prior_day': 1100768,\n",
       "      'seven_day_change_percent': 6.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 37976,\n",
       "      'calculated': {'population_percent': 0.0115,\n",
       "       'change_from_prior_day': 1440,\n",
       "       'seven_day_change_percent': 8,\n",
       "       'seven_day_average': 37178}},\n",
       "     'in_icu': {'currently': {'value': 8063,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': 680,\n",
       "        'seven_day_change_percent': 17.5,\n",
       "        'seven_day_average': 7413}}},\n",
       "     'on_ventilator': {'currently': {'value': 1804,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': 42,\n",
       "        'seven_day_change_percent': 8.5,\n",
       "        'seven_day_average': 1772}}}},\n",
       "    'death': {'total': {'value': 212080,\n",
       "      'calculated': {'population_percent': 0.0641,\n",
       "       'change_from_prior_day': 443,\n",
       "       'seven_day_change_percent': 2.4,\n",
       "       'seven_day_average': 210204}}}}},\n",
       "  {'date': '2020-10-18',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 8086941,\n",
       "     'calculated': {'population_percent': 2.4447,\n",
       "      'change_from_prior_day': 47957,\n",
       "      'seven_day_change_percent': 5}}},\n",
       "   'testing': {'total': {'value': 134030357,\n",
       "     'calculated': {'population_percent': 40.5179,\n",
       "      'change_from_prior_day': 1074271,\n",
       "      'seven_day_change_percent': 6.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 36536,\n",
       "      'calculated': {'population_percent': 0.011,\n",
       "       'change_from_prior_day': -938,\n",
       "       'seven_day_change_percent': 5.6,\n",
       "       'seven_day_average': 36774}},\n",
       "     'in_icu': {'currently': {'value': 7383,\n",
       "       'calculated': {'population_percent': 0.0022,\n",
       "        'change_from_prior_day': -83,\n",
       "        'seven_day_change_percent': 9.4,\n",
       "        'seven_day_average': 7241}}},\n",
       "     'on_ventilator': {'currently': {'value': 1762,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': -29,\n",
       "        'seven_day_change_percent': 7,\n",
       "        'seven_day_average': 1752}}}},\n",
       "    'death': {'total': {'value': 211637,\n",
       "      'calculated': {'population_percent': 0.064,\n",
       "       'change_from_prior_day': 405,\n",
       "       'seven_day_change_percent': 2.3,\n",
       "       'seven_day_average': 209494}}}}},\n",
       "  {'date': '2020-10-17',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 8038984,\n",
       "     'calculated': {'population_percent': 2.4302,\n",
       "      'change_from_prior_day': 57675,\n",
       "      'seven_day_change_percent': 5}}},\n",
       "   'testing': {'total': {'value': 132956086,\n",
       "     'calculated': {'population_percent': 40.1931,\n",
       "      'change_from_prior_day': 1329098,\n",
       "      'seven_day_change_percent': 6.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 37474,\n",
       "      'calculated': {'population_percent': 0.0113,\n",
       "       'change_from_prior_day': -5,\n",
       "       'seven_day_change_percent': 8,\n",
       "       'seven_day_average': 36498}},\n",
       "     'in_icu': {'currently': {'value': 7466,\n",
       "       'calculated': {'population_percent': 0.0023,\n",
       "        'change_from_prior_day': 133,\n",
       "        'seven_day_change_percent': 10.6,\n",
       "        'seven_day_average': 7150}}},\n",
       "     'on_ventilator': {'currently': {'value': 1791,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': 51,\n",
       "        'seven_day_change_percent': 7.4,\n",
       "        'seven_day_average': 1735}}}},\n",
       "    'death': {'total': {'value': 211232,\n",
       "      'calculated': {'population_percent': 0.0639,\n",
       "       'change_from_prior_day': 780,\n",
       "       'seven_day_change_percent': 2.4,\n",
       "       'seven_day_average': 208808}}}}},\n",
       "  {'date': '2020-10-16',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 7981309,\n",
       "     'calculated': {'population_percent': 2.4128,\n",
       "      'change_from_prior_day': 68505,\n",
       "      'seven_day_change_percent': 5.1}}},\n",
       "   'testing': {'total': {'value': 131626988,\n",
       "     'calculated': {'population_percent': 39.7914,\n",
       "      'change_from_prior_day': 1247307,\n",
       "      'seven_day_change_percent': 6.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 37479,\n",
       "      'calculated': {'population_percent': 0.0113,\n",
       "       'change_from_prior_day': 56,\n",
       "       'seven_day_change_percent': 7.2,\n",
       "       'seven_day_average': 36102}},\n",
       "     'in_icu': {'currently': {'value': 7333,\n",
       "       'calculated': {'population_percent': 0.0022,\n",
       "        'change_from_prior_day': 30,\n",
       "        'seven_day_change_percent': 8.2,\n",
       "        'seven_day_average': 7048}}},\n",
       "     'on_ventilator': {'currently': {'value': 1740,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': -33,\n",
       "        'seven_day_change_percent': 5.4,\n",
       "        'seven_day_average': 1717}}}},\n",
       "    'death': {'total': {'value': 210452,\n",
       "      'calculated': {'population_percent': 0.0636,\n",
       "       'change_from_prior_day': 891,\n",
       "       'seven_day_change_percent': 2.3,\n",
       "       'seven_day_average': 208111}}}}},\n",
       "  {'date': '2020-10-15',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 7912804,\n",
       "     'calculated': {'population_percent': 2.3921,\n",
       "      'change_from_prior_day': 63641,\n",
       "      'seven_day_change_percent': 4.9}}},\n",
       "   'testing': {'total': {'value': 130379681,\n",
       "     'calculated': {'population_percent': 39.4143,\n",
       "      'change_from_prior_day': 1182695,\n",
       "      'seven_day_change_percent': 6.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 37423,\n",
       "      'calculated': {'population_percent': 0.0113,\n",
       "       'change_from_prior_day': 239,\n",
       "       'seven_day_change_percent': 8.6,\n",
       "       'seven_day_average': 35744}},\n",
       "     'in_icu': {'currently': {'value': 7303,\n",
       "       'calculated': {'population_percent': 0.0022,\n",
       "        'change_from_prior_day': 67,\n",
       "        'seven_day_change_percent': 9.1,\n",
       "        'seven_day_average': 6968}}},\n",
       "     'on_ventilator': {'currently': {'value': 1773,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': -2,\n",
       "        'seven_day_change_percent': 8.2,\n",
       "        'seven_day_average': 1705}}}},\n",
       "    'death': {'total': {'value': 209561,\n",
       "      'calculated': {'population_percent': 0.0634,\n",
       "       'change_from_prior_day': 928,\n",
       "       'seven_day_change_percent': 2.3,\n",
       "       'seven_day_average': 207428}}}}},\n",
       "  {'date': '2020-10-14',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 7849163,\n",
       "     'calculated': {'population_percent': 2.3728,\n",
       "      'change_from_prior_day': 57240,\n",
       "      'seven_day_change_percent': 4.9}}},\n",
       "   'testing': {'total': {'value': 129196986,\n",
       "     'calculated': {'population_percent': 39.0568,\n",
       "      'change_from_prior_day': 1114421,\n",
       "      'seven_day_change_percent': 6.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 37184,\n",
       "      'calculated': {'population_percent': 0.0112,\n",
       "       'change_from_prior_day': 1013,\n",
       "       'seven_day_change_percent': 10.8,\n",
       "       'seven_day_average': 35319}},\n",
       "     'in_icu': {'currently': {'value': 7236,\n",
       "       'calculated': {'population_percent': 0.0022,\n",
       "        'change_from_prior_day': 132,\n",
       "        'seven_day_change_percent': 9.8,\n",
       "        'seven_day_average': 6881}}},\n",
       "     'on_ventilator': {'currently': {'value': 1775,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': 18,\n",
       "        'seven_day_change_percent': 7.6,\n",
       "        'seven_day_average': 1685}}}},\n",
       "    'death': {'total': {'value': 208633,\n",
       "      'calculated': {'population_percent': 0.0631,\n",
       "       'change_from_prior_day': 801,\n",
       "       'seven_day_change_percent': 2.4,\n",
       "       'seven_day_average': 206741}}}}},\n",
       "  {'date': '2020-10-13',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 7791923,\n",
       "     'calculated': {'population_percent': 2.3555,\n",
       "      'change_from_prior_day': 46979,\n",
       "      'seven_day_change_percent': 4.8}}},\n",
       "   'testing': {'total': {'value': 128082565,\n",
       "     'calculated': {'population_percent': 38.7199,\n",
       "      'change_from_prior_day': 1090310,\n",
       "      'seven_day_change_percent': 6.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 36171,\n",
       "      'calculated': {'population_percent': 0.0109,\n",
       "       'change_from_prior_day': 1023,\n",
       "       'seven_day_change_percent': 10.5,\n",
       "       'seven_day_average': 34802}},\n",
       "     'in_icu': {'currently': {'value': 7104,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': 244,\n",
       "        'seven_day_change_percent': 9.5,\n",
       "        'seven_day_average': 6789}}},\n",
       "     'on_ventilator': {'currently': {'value': 1757,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': 94,\n",
       "        'seven_day_change_percent': 9.2,\n",
       "        'seven_day_average': 1667}}}},\n",
       "    'death': {'total': {'value': 207832,\n",
       "      'calculated': {'population_percent': 0.0628,\n",
       "       'change_from_prior_day': 718,\n",
       "       'seven_day_change_percent': 2.5,\n",
       "       'seven_day_average': 206047}}}}},\n",
       "  {'date': '2020-10-12',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 7744944,\n",
       "     'calculated': {'population_percent': 2.3413,\n",
       "      'change_from_prior_day': 43234,\n",
       "      'seven_day_change_percent': 4.7}}},\n",
       "   'testing': {'total': {'value': 126992255,\n",
       "     'calculated': {'population_percent': 38.3903,\n",
       "      'change_from_prior_day': 950118,\n",
       "      'seven_day_change_percent': 6.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 35148,\n",
       "      'calculated': {'population_percent': 0.0106,\n",
       "       'change_from_prior_day': 539,\n",
       "       'seven_day_change_percent': 11.8,\n",
       "       'seven_day_average': 34310}},\n",
       "     'in_icu': {'currently': {'value': 6860,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': 111,\n",
       "        'seven_day_change_percent': 9,\n",
       "        'seven_day_average': 6702}}},\n",
       "     'on_ventilator': {'currently': {'value': 1663,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': 17,\n",
       "        'seven_day_change_percent': 9.8,\n",
       "        'seven_day_average': 1646}}}},\n",
       "    'death': {'total': {'value': 207114,\n",
       "      'calculated': {'population_percent': 0.0626,\n",
       "       'change_from_prior_day': 285,\n",
       "       'seven_day_change_percent': 2.4,\n",
       "       'seven_day_average': 205335}}}}},\n",
       "  {'date': '2020-10-11',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 7701710,\n",
       "     'calculated': {'population_percent': 2.3283,\n",
       "      'change_from_prior_day': 46672,\n",
       "      'seven_day_change_percent': 4.7}}},\n",
       "   'testing': {'total': {'value': 126042137,\n",
       "     'calculated': {'population_percent': 38.103,\n",
       "      'change_from_prior_day': 1101794,\n",
       "      'seven_day_change_percent': 6.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 34609,\n",
       "      'calculated': {'population_percent': 0.0105,\n",
       "       'change_from_prior_day': -91,\n",
       "       'seven_day_change_percent': 15.1,\n",
       "       'seven_day_average': 33778}},\n",
       "     'in_icu': {'currently': {'value': 6749,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': -3,\n",
       "        'seven_day_change_percent': 11.4,\n",
       "        'seven_day_average': 6620}}},\n",
       "     'on_ventilator': {'currently': {'value': 1646,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': -21,\n",
       "        'seven_day_change_percent': 10.8,\n",
       "        'seven_day_average': 1625}}}},\n",
       "    'death': {'total': {'value': 206829,\n",
       "      'calculated': {'population_percent': 0.0625,\n",
       "       'change_from_prior_day': 471,\n",
       "       'seven_day_change_percent': 2.4,\n",
       "       'seven_day_average': 204637}}}}},\n",
       "  {'date': '2020-10-10',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 7655038,\n",
       "     'calculated': {'population_percent': 2.3141,\n",
       "      'change_from_prior_day': 57635,\n",
       "      'seven_day_change_percent': 4.6}}},\n",
       "   'testing': {'total': {'value': 124940343,\n",
       "     'calculated': {'population_percent': 37.77,\n",
       "      'change_from_prior_day': 1304994,\n",
       "      'seven_day_change_percent': 6.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 34700,\n",
       "      'calculated': {'population_percent': 0.0105,\n",
       "       'change_from_prior_day': -274,\n",
       "       'seven_day_change_percent': 14.9,\n",
       "       'seven_day_average': 33129}},\n",
       "     'in_icu': {'currently': {'value': 6752,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': -23,\n",
       "        'seven_day_change_percent': 11.2,\n",
       "        'seven_day_average': 6521}}},\n",
       "     'on_ventilator': {'currently': {'value': 1667,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': 16,\n",
       "        'seven_day_change_percent': 11.1,\n",
       "        'seven_day_average': 1602}}}},\n",
       "    'death': {'total': {'value': 206358,\n",
       "      'calculated': {'population_percent': 0.0624,\n",
       "       'change_from_prior_day': 691,\n",
       "       'seven_day_change_percent': 2.4,\n",
       "       'seven_day_average': 203934}}}}},\n",
       "  {'date': '2020-10-09',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 7597403,\n",
       "     'calculated': {'population_percent': 2.2967,\n",
       "      'change_from_prior_day': 56993,\n",
       "      'seven_day_change_percent': 4.5}}},\n",
       "   'testing': {'total': {'value': 123635349,\n",
       "     'calculated': {'population_percent': 37.3755,\n",
       "      'change_from_prior_day': 1270461,\n",
       "      'seven_day_change_percent': 6.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 34974,\n",
       "      'calculated': {'population_percent': 0.0106,\n",
       "       'change_from_prior_day': 528,\n",
       "       'seven_day_change_percent': 13.3,\n",
       "       'seven_day_average': 32487}},\n",
       "     'in_icu': {'currently': {'value': 6775,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': 81,\n",
       "        'seven_day_change_percent': 9.4,\n",
       "        'seven_day_average': 6424}}},\n",
       "     'on_ventilator': {'currently': {'value': 1651,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': 13,\n",
       "        'seven_day_change_percent': 7.6,\n",
       "        'seven_day_average': 1578}}}},\n",
       "    'death': {'total': {'value': 205667,\n",
       "      'calculated': {'population_percent': 0.0622,\n",
       "       'change_from_prior_day': 913,\n",
       "       'seven_day_change_percent': 2.4,\n",
       "       'seven_day_average': 203243}}}}},\n",
       "  {'date': '2020-10-08',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 7540410,\n",
       "     'calculated': {'population_percent': 2.2795,\n",
       "      'change_from_prior_day': 55308,\n",
       "      'seven_day_change_percent': 4.5}}},\n",
       "   'testing': {'total': {'value': 122364888,\n",
       "     'calculated': {'population_percent': 36.9914,\n",
       "      'change_from_prior_day': 1225426,\n",
       "      'seven_day_change_percent': 6.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 34446,\n",
       "      'calculated': {'population_percent': 0.0104,\n",
       "       'change_from_prior_day': 881,\n",
       "       'seven_day_change_percent': 11.3,\n",
       "       'seven_day_average': 31902}},\n",
       "     'in_icu': {'currently': {'value': 6694,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': 103,\n",
       "        'seven_day_change_percent': 6.9,\n",
       "        'seven_day_average': 6342}}},\n",
       "     'on_ventilator': {'currently': {'value': 1638,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': -12,\n",
       "        'seven_day_change_percent': 6.2,\n",
       "        'seven_day_average': 1562}}}},\n",
       "    'death': {'total': {'value': 204754,\n",
       "      'calculated': {'population_percent': 0.0619,\n",
       "       'change_from_prior_day': 979,\n",
       "       'seven_day_change_percent': 2.4,\n",
       "       'seven_day_average': 202545}}}}},\n",
       "  {'date': '2020-10-07',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 7485102,\n",
       "     'calculated': {'population_percent': 2.2628,\n",
       "      'change_from_prior_day': 51216,\n",
       "      'seven_day_change_percent': 4.3}}},\n",
       "   'testing': {'total': {'value': 121139462,\n",
       "     'calculated': {'population_percent': 36.6209,\n",
       "      'change_from_prior_day': 1081509,\n",
       "      'seven_day_change_percent': 6.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 33565,\n",
       "      'calculated': {'population_percent': 0.0101,\n",
       "       'change_from_prior_day': 839,\n",
       "       'seven_day_change_percent': 8.2,\n",
       "       'seven_day_average': 31402}},\n",
       "     'in_icu': {'currently': {'value': 6591,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': 101,\n",
       "        'seven_day_change_percent': 5.6,\n",
       "        'seven_day_average': 6280}}},\n",
       "     'on_ventilator': {'currently': {'value': 1650,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': 41,\n",
       "        'seven_day_change_percent': 9.3,\n",
       "        'seven_day_average': 1548}}}},\n",
       "    'death': {'total': {'value': 203775,\n",
       "      'calculated': {'population_percent': 0.0616,\n",
       "       'change_from_prior_day': 929,\n",
       "       'seven_day_change_percent': 2.4,\n",
       "       'seven_day_average': 201858}}}}},\n",
       "  {'date': '2020-10-06',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 7433886,\n",
       "     'calculated': {'population_percent': 2.2473,\n",
       "      'change_from_prior_day': 38846,\n",
       "      'seven_day_change_percent': 4.3}}},\n",
       "   'testing': {'total': {'value': 120057953,\n",
       "     'calculated': {'population_percent': 36.294,\n",
       "      'change_from_prior_day': 954557,\n",
       "      'seven_day_change_percent': 6.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 32726,\n",
       "      'calculated': {'population_percent': 0.0099,\n",
       "       'change_from_prior_day': 1300,\n",
       "       'seven_day_change_percent': 6.9,\n",
       "       'seven_day_average': 31038}},\n",
       "     'in_icu': {'currently': {'value': 6490,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': 198,\n",
       "        'seven_day_change_percent': 5.2,\n",
       "        'seven_day_average': 6230}}},\n",
       "     'on_ventilator': {'currently': {'value': 1609,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': 95,\n",
       "        'seven_day_change_percent': 7.5,\n",
       "        'seven_day_average': 1528}}}},\n",
       "    'death': {'total': {'value': 202846,\n",
       "      'calculated': {'population_percent': 0.0613,\n",
       "       'change_from_prior_day': 613,\n",
       "       'seven_day_change_percent': 2.4,\n",
       "       'seven_day_average': 201187}}}}},\n",
       "  {'date': '2020-10-05',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 7395040,\n",
       "     'calculated': {'population_percent': 2.2355,\n",
       "      'change_from_prior_day': 37752,\n",
       "      'seven_day_change_percent': 4.3}}},\n",
       "   'testing': {'total': {'value': 119103396,\n",
       "     'calculated': {'population_percent': 36.0054,\n",
       "      'change_from_prior_day': 937566,\n",
       "      'seven_day_change_percent': 6.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 31426,\n",
       "      'calculated': {'population_percent': 0.0095,\n",
       "       'change_from_prior_day': 1363,\n",
       "       'seven_day_change_percent': 5.8,\n",
       "       'seven_day_average': 30735}},\n",
       "     'in_icu': {'currently': {'value': 6292,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': 236,\n",
       "        'seven_day_change_percent': 4,\n",
       "        'seven_day_average': 6184}}},\n",
       "     'on_ventilator': {'currently': {'value': 1514,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': 29,\n",
       "        'seven_day_change_percent': 0.1,\n",
       "        'seven_day_average': 1512}}}},\n",
       "    'death': {'total': {'value': 202233,\n",
       "      'calculated': {'population_percent': 0.0611,\n",
       "       'change_from_prior_day': 331,\n",
       "       'seven_day_change_percent': 2.5,\n",
       "       'seven_day_average': 200497}}}}},\n",
       "  {'date': '2020-10-04',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 7357288,\n",
       "     'calculated': {'population_percent': 2.2241,\n",
       "      'change_from_prior_day': 38165,\n",
       "      'seven_day_change_percent': 4.3}}},\n",
       "   'testing': {'total': {'value': 118165830,\n",
       "     'calculated': {'population_percent': 35.722,\n",
       "      'change_from_prior_day': 1026748,\n",
       "      'seven_day_change_percent': 6.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 30063,\n",
       "      'calculated': {'population_percent': 0.0091,\n",
       "       'change_from_prior_day': -146,\n",
       "       'seven_day_change_percent': 1.6,\n",
       "       'seven_day_average': 30487}},\n",
       "     'in_icu': {'currently': {'value': 6056,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': -17,\n",
       "        'seven_day_change_percent': -1.8,\n",
       "        'seven_day_average': 6150}}},\n",
       "     'on_ventilator': {'currently': {'value': 1485,\n",
       "       'calculated': {'population_percent': 0.0004,\n",
       "        'change_from_prior_day': -16,\n",
       "        'seven_day_change_percent': -1.7,\n",
       "        'seven_day_average': 1512}}}},\n",
       "    'death': {'total': {'value': 201902,\n",
       "      'calculated': {'population_percent': 0.061,\n",
       "       'change_from_prior_day': 380,\n",
       "       'seven_day_change_percent': 2.5,\n",
       "       'seven_day_average': 199791}}}}},\n",
       "  {'date': '2020-10-03',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 7319123,\n",
       "     'calculated': {'population_percent': 2.2126,\n",
       "      'change_from_prior_day': 50874,\n",
       "      'seven_day_change_percent': 4.2}}},\n",
       "   'testing': {'total': {'value': 117139082,\n",
       "     'calculated': {'population_percent': 35.4116,\n",
       "      'change_from_prior_day': 1126528,\n",
       "      'seven_day_change_percent': 6.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 30209,\n",
       "      'calculated': {'population_percent': 0.0091,\n",
       "       'change_from_prior_day': -671,\n",
       "       'seven_day_change_percent': 1.8,\n",
       "       'seven_day_average': 30418}},\n",
       "     'in_icu': {'currently': {'value': 6073,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': -122,\n",
       "        'seven_day_change_percent': -1.1,\n",
       "        'seven_day_average': 6166}}},\n",
       "     'on_ventilator': {'currently': {'value': 1501,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': -33,\n",
       "        'seven_day_change_percent': -0.5,\n",
       "        'seven_day_average': 1516}}}},\n",
       "    'death': {'total': {'value': 201522,\n",
       "      'calculated': {'population_percent': 0.0609,\n",
       "       'change_from_prior_day': 738,\n",
       "       'seven_day_change_percent': 2.4,\n",
       "       'seven_day_average': 199097}}}}},\n",
       "  {'date': '2020-10-02',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 7268249,\n",
       "     'calculated': {'population_percent': 2.1972,\n",
       "      'change_from_prior_day': 49427,\n",
       "      'seven_day_change_percent': 4.2}}},\n",
       "   'testing': {'total': {'value': 116012554,\n",
       "     'calculated': {'population_percent': 35.0711,\n",
       "      'change_from_prior_day': 1216123,\n",
       "      'seven_day_change_percent': 6.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 30880,\n",
       "      'calculated': {'population_percent': 0.0093,\n",
       "       'change_from_prior_day': -62,\n",
       "       'seven_day_change_percent': 3.3,\n",
       "       'seven_day_average': 30341}},\n",
       "     'in_icu': {'currently': {'value': 6195,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': -67,\n",
       "        'seven_day_change_percent': -0.4,\n",
       "        'seven_day_average': 6176}}},\n",
       "     'on_ventilator': {'currently': {'value': 1534,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': -9,\n",
       "        'seven_day_change_percent': 1.7,\n",
       "        'seven_day_average': 1517}}}},\n",
       "    'death': {'total': {'value': 200784,\n",
       "      'calculated': {'population_percent': 0.0607,\n",
       "       'change_from_prior_day': 842,\n",
       "       'seven_day_change_percent': 2.5,\n",
       "       'seven_day_average': 198414}}}}},\n",
       "  {'date': '2020-10-01',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 7218822,\n",
       "     'calculated': {'population_percent': 2.1823,\n",
       "      'change_from_prior_day': 45720,\n",
       "      'seven_day_change_percent': 4.3}}},\n",
       "   'testing': {'total': {'value': 114796431,\n",
       "     'calculated': {'population_percent': 34.7034,\n",
       "      'change_from_prior_day': 1016972,\n",
       "      'seven_day_change_percent': 6.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 30942,\n",
       "      'calculated': {'population_percent': 0.0094,\n",
       "       'change_from_prior_day': -79,\n",
       "       'seven_day_change_percent': 2.6,\n",
       "       'seven_day_average': 30200}},\n",
       "     'in_icu': {'currently': {'value': 6262,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': 21,\n",
       "        'seven_day_change_percent': -0.2,\n",
       "        'seven_day_average': 6179}}},\n",
       "     'on_ventilator': {'currently': {'value': 1543,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': 33,\n",
       "        'seven_day_change_percent': -1.1,\n",
       "        'seven_day_average': 1513}}}},\n",
       "    'death': {'total': {'value': 199942,\n",
       "      'calculated': {'population_percent': 0.0604,\n",
       "       'change_from_prior_day': 862,\n",
       "       'seven_day_change_percent': 2.5,\n",
       "       'seven_day_average': 197711}}}}},\n",
       "  {'date': '2020-09-30',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 7173102,\n",
       "     'calculated': {'population_percent': 2.1685,\n",
       "      'change_from_prior_day': 44909,\n",
       "      'seven_day_change_percent': 4.3}}},\n",
       "   'testing': {'total': {'value': 113779459,\n",
       "     'calculated': {'population_percent': 34.396,\n",
       "      'change_from_prior_day': 976422,\n",
       "      'seven_day_change_percent': 6.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 31021,\n",
       "      'calculated': {'population_percent': 0.0094,\n",
       "       'change_from_prior_day': 420,\n",
       "       'seven_day_change_percent': 3.4,\n",
       "       'seven_day_average': 30088}},\n",
       "     'in_icu': {'currently': {'value': 6241,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': 69,\n",
       "        'seven_day_change_percent': 0.7,\n",
       "        'seven_day_average': 6181}}},\n",
       "     'on_ventilator': {'currently': {'value': 1510,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': 13,\n",
       "        'seven_day_change_percent': -2.3,\n",
       "        'seven_day_average': 1515}}}},\n",
       "    'death': {'total': {'value': 199080,\n",
       "      'calculated': {'population_percent': 0.0602,\n",
       "       'change_from_prior_day': 1064,\n",
       "       'seven_day_change_percent': 2.6,\n",
       "       'seven_day_average': 197007}}}}},\n",
       "  {'date': '2020-09-29',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 7128193,\n",
       "     'calculated': {'population_percent': 2.1549,\n",
       "      'change_from_prior_day': 36766,\n",
       "      'seven_day_change_percent': 4.3}}},\n",
       "   'testing': {'total': {'value': 112803037,\n",
       "     'calculated': {'population_percent': 34.1008,\n",
       "      'change_from_prior_day': 992038,\n",
       "      'seven_day_change_percent': 6.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 30601,\n",
       "      'calculated': {'population_percent': 0.0093,\n",
       "       'change_from_prior_day': 905,\n",
       "       'seven_day_change_percent': 3.2,\n",
       "       'seven_day_average': 29944}},\n",
       "     'in_icu': {'currently': {'value': 6172,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': 124,\n",
       "        'seven_day_change_percent': -0.3,\n",
       "        'seven_day_average': 6175}}},\n",
       "     'on_ventilator': {'currently': {'value': 1497,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': -16,\n",
       "        'seven_day_change_percent': -3.9,\n",
       "        'seven_day_average': 1520}}}},\n",
       "    'death': {'total': {'value': 198016,\n",
       "      'calculated': {'population_percent': 0.0599,\n",
       "       'change_from_prior_day': 724,\n",
       "       'seven_day_change_percent': 2.6,\n",
       "       'seven_day_average': 196292}}}}},\n",
       "  {'date': '2020-09-28',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 7091427,\n",
       "     'calculated': {'population_percent': 2.1438,\n",
       "      'change_from_prior_day': 35376,\n",
       "      'seven_day_change_percent': 4.5}}},\n",
       "   'testing': {'total': {'value': 111810999,\n",
       "     'calculated': {'population_percent': 33.8009,\n",
       "      'change_from_prior_day': 991825,\n",
       "      'seven_day_change_percent': 6.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 29696,\n",
       "      'calculated': {'population_percent': 0.009,\n",
       "       'change_from_prior_day': 117,\n",
       "       'seven_day_change_percent': 2.9,\n",
       "       'seven_day_average': 29807}},\n",
       "     'in_icu': {'currently': {'value': 6048,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': -122,\n",
       "        'seven_day_change_percent': -1.5,\n",
       "        'seven_day_average': 6178}}},\n",
       "     'on_ventilator': {'currently': {'value': 1513,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': 2,\n",
       "        'seven_day_change_percent': -3.6,\n",
       "        'seven_day_average': 1529}}}},\n",
       "    'death': {'total': {'value': 197292,\n",
       "      'calculated': {'population_percent': 0.0596,\n",
       "       'change_from_prior_day': 246,\n",
       "       'seven_day_change_percent': 2.7,\n",
       "       'seven_day_average': 195565}}}}},\n",
       "  {'date': '2020-09-27',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 7056051,\n",
       "     'calculated': {'population_percent': 2.1331,\n",
       "      'change_from_prior_day': 34990,\n",
       "      'seven_day_change_percent': 4.6}}},\n",
       "   'testing': {'total': {'value': 110819174,\n",
       "     'calculated': {'population_percent': 33.5011,\n",
       "      'change_from_prior_day': 932751,\n",
       "      'seven_day_change_percent': 6.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 29579,\n",
       "      'calculated': {'population_percent': 0.0089,\n",
       "       'change_from_prior_day': -91,\n",
       "       'seven_day_change_percent': 3,\n",
       "       'seven_day_average': 29686}},\n",
       "     'in_icu': {'currently': {'value': 6170,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': 27,\n",
       "        'seven_day_change_percent': 1.1,\n",
       "        'seven_day_average': 6190}}},\n",
       "     'on_ventilator': {'currently': {'value': 1511,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': 2,\n",
       "        'seven_day_change_percent': -5.3,\n",
       "        'seven_day_average': 1537}}}},\n",
       "    'death': {'total': {'value': 197046,\n",
       "      'calculated': {'population_percent': 0.0596,\n",
       "       'change_from_prior_day': 310,\n",
       "       'seven_day_change_percent': 2.7,\n",
       "       'seven_day_average': 194818}}}}},\n",
       "  {'date': '2020-09-26',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 7021061,\n",
       "     'calculated': {'population_percent': 2.1225,\n",
       "      'change_from_prior_day': 47268,\n",
       "      'seven_day_change_percent': 4.6}}},\n",
       "   'testing': {'total': {'value': 109886423,\n",
       "     'calculated': {'population_percent': 33.2191,\n",
       "      'change_from_prior_day': 1141392,\n",
       "      'seven_day_change_percent': 6.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 29670,\n",
       "      'calculated': {'population_percent': 0.009,\n",
       "       'change_from_prior_day': -218,\n",
       "       'seven_day_change_percent': 1.7,\n",
       "       'seven_day_average': 29564}},\n",
       "     'in_icu': {'currently': {'value': 6143,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': -77,\n",
       "        'seven_day_change_percent': -0.3,\n",
       "        'seven_day_average': 6180}}},\n",
       "     'on_ventilator': {'currently': {'value': 1509,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': 1,\n",
       "        'seven_day_change_percent': -4.3,\n",
       "        'seven_day_average': 1549}}}},\n",
       "    'death': {'total': {'value': 196736,\n",
       "      'calculated': {'population_percent': 0.0595,\n",
       "       'change_from_prior_day': 873,\n",
       "       'seven_day_change_percent': 2.8,\n",
       "       'seven_day_average': 194066}}}}},\n",
       "  {'date': '2020-09-25',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6973793,\n",
       "     'calculated': {'population_percent': 2.1082,\n",
       "      'change_from_prior_day': 55237,\n",
       "      'seven_day_change_percent': 4.6}}},\n",
       "   'testing': {'total': {'value': 108745031,\n",
       "     'calculated': {'population_percent': 32.8741,\n",
       "      'change_from_prior_day': 1151382,\n",
       "      'seven_day_change_percent': 6.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 29888,\n",
       "      'calculated': {'population_percent': 0.009,\n",
       "       'change_from_prior_day': -271,\n",
       "       'seven_day_change_percent': 0.8,\n",
       "       'seven_day_average': 29495}},\n",
       "     'in_icu': {'currently': {'value': 6220,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': -54,\n",
       "        'seven_day_change_percent': 0.7,\n",
       "        'seven_day_average': 6183}}},\n",
       "     'on_ventilator': {'currently': {'value': 1508,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': -52,\n",
       "        'seven_day_change_percent': -6.2,\n",
       "        'seven_day_average': 1559}}}},\n",
       "    'death': {'total': {'value': 195863,\n",
       "      'calculated': {'population_percent': 0.0592,\n",
       "       'change_from_prior_day': 847,\n",
       "       'seven_day_change_percent': 2.7,\n",
       "       'seven_day_average': 193311}}}}},\n",
       "  {'date': '2020-09-24',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6918556,\n",
       "     'calculated': {'population_percent': 2.0915,\n",
       "      'change_from_prior_day': 43341,\n",
       "      'seven_day_change_percent': 4.5}}},\n",
       "   'testing': {'total': {'value': 107593649,\n",
       "     'calculated': {'population_percent': 32.526,\n",
       "      'change_from_prior_day': 1010190,\n",
       "      'seven_day_change_percent': 6.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 30159,\n",
       "      'calculated': {'population_percent': 0.0091,\n",
       "       'change_from_prior_day': 144,\n",
       "       'seven_day_change_percent': 0.4,\n",
       "       'seven_day_average': 29461}},\n",
       "     'in_icu': {'currently': {'value': 6274,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': 74,\n",
       "        'seven_day_change_percent': -0.2,\n",
       "        'seven_day_average': 6177}}},\n",
       "     'on_ventilator': {'currently': {'value': 1560,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': 15,\n",
       "        'seven_day_change_percent': -6.1,\n",
       "        'seven_day_average': 1573}}}},\n",
       "    'death': {'total': {'value': 195016,\n",
       "      'calculated': {'population_percent': 0.059,\n",
       "       'change_from_prior_day': 938,\n",
       "       'seven_day_change_percent': 2.7,\n",
       "       'seven_day_average': 192575}}}}},\n",
       "  {'date': '2020-09-23',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6875215,\n",
       "     'calculated': {'population_percent': 2.0784,\n",
       "      'change_from_prior_day': 39498,\n",
       "      'seven_day_change_percent': 4.6}}},\n",
       "   'testing': {'total': {'value': 106583459,\n",
       "     'calculated': {'population_percent': 32.2206,\n",
       "      'change_from_prior_day': 1013367,\n",
       "      'seven_day_change_percent': 7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 30015,\n",
       "      'calculated': {'population_percent': 0.0091,\n",
       "       'change_from_prior_day': 370,\n",
       "       'seven_day_change_percent': -1.1,\n",
       "       'seven_day_average': 29443}},\n",
       "     'in_icu': {'currently': {'value': 6200,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': 12,\n",
       "        'seven_day_change_percent': -1.6,\n",
       "        'seven_day_average': 6178}}},\n",
       "     'on_ventilator': {'currently': {'value': 1545,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': -13,\n",
       "        'seven_day_change_percent': -6.2,\n",
       "        'seven_day_average': 1588}}}},\n",
       "    'death': {'total': {'value': 194078,\n",
       "      'calculated': {'population_percent': 0.0587,\n",
       "       'change_from_prior_day': 1156,\n",
       "       'seven_day_change_percent': 2.7,\n",
       "       'seven_day_average': 191831}}}}},\n",
       "  {'date': '2020-09-22',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6835717,\n",
       "     'calculated': {'population_percent': 2.0665,\n",
       "      'change_from_prior_day': 48986,\n",
       "      'seven_day_change_percent': 4.6}}},\n",
       "   'testing': {'total': {'value': 105570092,\n",
       "     'calculated': {'population_percent': 31.9143,\n",
       "      'change_from_prior_day': 917213,\n",
       "      'seven_day_change_percent': 6.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 29645,\n",
       "      'calculated': {'population_percent': 0.009,\n",
       "       'change_from_prior_day': 796,\n",
       "       'seven_day_change_percent': -2.6,\n",
       "       'seven_day_average': 29491}},\n",
       "     'in_icu': {'currently': {'value': 6188,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': 50,\n",
       "        'seven_day_change_percent': -1.9,\n",
       "        'seven_day_average': 6193}}},\n",
       "     'on_ventilator': {'currently': {'value': 1558,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': -12,\n",
       "        'seven_day_change_percent': -1,\n",
       "        'seven_day_average': 1602}}}},\n",
       "    'death': {'total': {'value': 192922,\n",
       "      'calculated': {'population_percent': 0.0583,\n",
       "       'change_from_prior_day': 859,\n",
       "       'seven_day_change_percent': 2.8,\n",
       "       'seven_day_average': 191095}}}}},\n",
       "  {'date': '2020-09-21',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6786731,\n",
       "     'calculated': {'population_percent': 2.0517,\n",
       "      'change_from_prior_day': 39162,\n",
       "      'seven_day_change_percent': 4.4}}},\n",
       "   'testing': {'total': {'value': 104652879,\n",
       "     'calculated': {'population_percent': 31.637,\n",
       "      'change_from_prior_day': 750351,\n",
       "      'seven_day_change_percent': 6.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 28849,\n",
       "      'calculated': {'population_percent': 0.0087,\n",
       "       'change_from_prior_day': 125,\n",
       "       'seven_day_change_percent': -4.1,\n",
       "       'seven_day_average': 29602}},\n",
       "     'in_icu': {'currently': {'value': 6138,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': 38,\n",
       "        'seven_day_change_percent': -1.8,\n",
       "        'seven_day_average': 6210}}},\n",
       "     'on_ventilator': {'currently': {'value': 1570,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': -25,\n",
       "        'seven_day_change_percent': 3.8,\n",
       "        'seven_day_average': 1605}}}},\n",
       "    'death': {'total': {'value': 192063,\n",
       "      'calculated': {'population_percent': 0.0581,\n",
       "       'change_from_prior_day': 281,\n",
       "       'seven_day_change_percent': 2.9,\n",
       "       'seven_day_average': 190354}}}}},\n",
       "  {'date': '2020-09-20',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6747569,\n",
       "     'calculated': {'population_percent': 2.0398,\n",
       "      'change_from_prior_day': 35533,\n",
       "      'seven_day_change_percent': 4.3}}},\n",
       "   'testing': {'total': {'value': 103902528,\n",
       "     'calculated': {'population_percent': 31.4101,\n",
       "      'change_from_prior_day': 994272,\n",
       "      'seven_day_change_percent': 7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 28724,\n",
       "      'calculated': {'population_percent': 0.0087,\n",
       "       'change_from_prior_day': -461,\n",
       "       'seven_day_change_percent': -4,\n",
       "       'seven_day_average': 29777}},\n",
       "     'in_icu': {'currently': {'value': 6100,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': -63,\n",
       "        'seven_day_change_percent': -2.1,\n",
       "        'seven_day_average': 6226}}},\n",
       "     'on_ventilator': {'currently': {'value': 1595,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': 18,\n",
       "        'seven_day_change_percent': 2.1,\n",
       "        'seven_day_average': 1597}}}},\n",
       "    'death': {'total': {'value': 191782,\n",
       "      'calculated': {'population_percent': 0.058,\n",
       "       'change_from_prior_day': 327,\n",
       "       'seven_day_change_percent': 2.9,\n",
       "       'seven_day_average': 189588}}}}},\n",
       "  {'date': '2020-09-19',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6712036,\n",
       "     'calculated': {'population_percent': 2.0291,\n",
       "      'change_from_prior_day': 45668,\n",
       "      'seven_day_change_percent': 4.3}}},\n",
       "   'testing': {'total': {'value': 102908256,\n",
       "     'calculated': {'population_percent': 31.1096,\n",
       "      'change_from_prior_day': 1169942,\n",
       "      'seven_day_change_percent': 6.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 29185,\n",
       "      'calculated': {'population_percent': 0.0088,\n",
       "       'change_from_prior_day': -466,\n",
       "       'seven_day_change_percent': -5.1,\n",
       "       'seven_day_average': 29948}},\n",
       "     'in_icu': {'currently': {'value': 6163,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': -12,\n",
       "        'seven_day_change_percent': -4.5,\n",
       "        'seven_day_average': 6245}}},\n",
       "     'on_ventilator': {'currently': {'value': 1577,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': -31,\n",
       "        'seven_day_change_percent': -2.6,\n",
       "        'seven_day_average': 1592}}}},\n",
       "    'death': {'total': {'value': 191455,\n",
       "      'calculated': {'population_percent': 0.0579,\n",
       "       'change_from_prior_day': 747,\n",
       "       'seven_day_change_percent': 3,\n",
       "       'seven_day_average': 188805}}}}},\n",
       "  {'date': '2020-09-18',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6666368,\n",
       "     'calculated': {'population_percent': 2.0153,\n",
       "      'change_from_prior_day': 46889,\n",
       "      'seven_day_change_percent': 4.3}}},\n",
       "   'testing': {'total': {'value': 101738314,\n",
       "     'calculated': {'population_percent': 30.7559,\n",
       "      'change_from_prior_day': 1094695,\n",
       "      'seven_day_change_percent': 6.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 29651,\n",
       "      'calculated': {'population_percent': 0.009,\n",
       "       'change_from_prior_day': -384,\n",
       "       'seven_day_change_percent': -6,\n",
       "       'seven_day_average': 30173}},\n",
       "     'in_icu': {'currently': {'value': 6175,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': -110,\n",
       "        'seven_day_change_percent': -3.2,\n",
       "        'seven_day_average': 6286}}},\n",
       "     'on_ventilator': {'currently': {'value': 1608,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': -54,\n",
       "        'seven_day_change_percent': -6.3,\n",
       "        'seven_day_average': 1598}}}},\n",
       "    'death': {'total': {'value': 190708,\n",
       "      'calculated': {'population_percent': 0.0577,\n",
       "       'change_from_prior_day': 901,\n",
       "       'seven_day_change_percent': 3,\n",
       "       'seven_day_average': 188012}}}}},\n",
       "  {'date': '2020-09-17',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6619479,\n",
       "     'calculated': {'population_percent': 2.0011,\n",
       "      'change_from_prior_day': 43642,\n",
       "      'seven_day_change_percent': 4.3}}},\n",
       "   'testing': {'total': {'value': 100643619,\n",
       "     'calculated': {'population_percent': 30.425,\n",
       "      'change_from_prior_day': 990095,\n",
       "      'seven_day_change_percent': 6.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 30035,\n",
       "      'calculated': {'population_percent': 0.0091,\n",
       "       'change_from_prior_day': -310,\n",
       "       'seven_day_change_percent': -7.6,\n",
       "       'seven_day_average': 30441}},\n",
       "     'in_icu': {'currently': {'value': 6285,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': -18,\n",
       "        'seven_day_change_percent': -3.6,\n",
       "        'seven_day_average': 6315}}},\n",
       "     'on_ventilator': {'currently': {'value': 1662,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': 15,\n",
       "        'seven_day_change_percent': -13.6,\n",
       "        'seven_day_average': 1613}}}},\n",
       "    'death': {'total': {'value': 189807,\n",
       "      'calculated': {'population_percent': 0.0574,\n",
       "       'change_from_prior_day': 880,\n",
       "       'seven_day_change_percent': 3.1,\n",
       "       'seven_day_average': 187209}}}}},\n",
       "  {'date': '2020-09-16',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6575837,\n",
       "     'calculated': {'population_percent': 1.9879,\n",
       "      'change_from_prior_day': 40319,\n",
       "      'seven_day_change_percent': 4.2}}},\n",
       "   'testing': {'total': {'value': 99653524,\n",
       "     'calculated': {'population_percent': 30.1257,\n",
       "      'change_from_prior_day': 839956,\n",
       "      'seven_day_change_percent': 6.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 30345,\n",
       "      'calculated': {'population_percent': 0.0092,\n",
       "       'change_from_prior_day': -82,\n",
       "       'seven_day_change_percent': -7.1,\n",
       "       'seven_day_average': 30796}},\n",
       "     'in_icu': {'currently': {'value': 6303,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': -5,\n",
       "        'seven_day_change_percent': -5.3,\n",
       "        'seven_day_average': 6349}}},\n",
       "     'on_ventilator': {'currently': {'value': 1647,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': 73,\n",
       "        'seven_day_change_percent': -13.6,\n",
       "        'seven_day_average': 1651}}}},\n",
       "    'death': {'total': {'value': 188927,\n",
       "      'calculated': {'population_percent': 0.0571,\n",
       "       'change_from_prior_day': 1190,\n",
       "       'seven_day_change_percent': 3.3,\n",
       "       'seven_day_average': 186389}}}}},\n",
       "  {'date': '2020-09-15',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6535518,\n",
       "     'calculated': {'population_percent': 1.9757,\n",
       "      'change_from_prior_day': 34778,\n",
       "      'seven_day_change_percent': 4.1}}},\n",
       "   'testing': {'total': {'value': 98813568,\n",
       "     'calculated': {'population_percent': 29.8717,\n",
       "      'change_from_prior_day': 852734,\n",
       "      'seven_day_change_percent': 6.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 30427,\n",
       "      'calculated': {'population_percent': 0.0092,\n",
       "       'change_from_prior_day': 356,\n",
       "       'seven_day_change_percent': -5.9,\n",
       "       'seven_day_average': 31126}},\n",
       "     'in_icu': {'currently': {'value': 6308,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': 59,\n",
       "        'seven_day_change_percent': -3.6,\n",
       "        'seven_day_average': 6400}}},\n",
       "     'on_ventilator': {'currently': {'value': 1574,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': 61,\n",
       "        'seven_day_change_percent': -16.3,\n",
       "        'seven_day_average': 1688}}}},\n",
       "    'death': {'total': {'value': 187737,\n",
       "      'calculated': {'population_percent': 0.0568,\n",
       "       'change_from_prior_day': 1034,\n",
       "       'seven_day_change_percent': 3.3,\n",
       "       'seven_day_average': 185530}}}}},\n",
       "  {'date': '2020-09-14',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6500740,\n",
       "     'calculated': {'population_percent': 1.9652,\n",
       "      'change_from_prior_day': 33572,\n",
       "      'seven_day_change_percent': 3.9}}},\n",
       "   'testing': {'total': {'value': 97960834,\n",
       "     'calculated': {'population_percent': 29.6139,\n",
       "      'change_from_prior_day': 821093,\n",
       "      'seven_day_change_percent': 6.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 30071,\n",
       "      'calculated': {'population_percent': 0.0091,\n",
       "       'change_from_prior_day': 150,\n",
       "       'seven_day_change_percent': -6.4,\n",
       "       'seven_day_average': 31399}},\n",
       "     'in_icu': {'currently': {'value': 6249,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': 16,\n",
       "        'seven_day_change_percent': -5.7,\n",
       "        'seven_day_average': 6433}}},\n",
       "     'on_ventilator': {'currently': {'value': 1513,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': -49,\n",
       "        'seven_day_change_percent': -19.5,\n",
       "        'seven_day_average': 1731}}}},\n",
       "    'death': {'total': {'value': 186703,\n",
       "      'calculated': {'population_percent': 0.0564,\n",
       "       'change_from_prior_day': 407,\n",
       "       'seven_day_change_percent': 2.9,\n",
       "       'seven_day_average': 184685}}}}},\n",
       "  {'date': '2020-09-13',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6467168,\n",
       "     'calculated': {'population_percent': 1.9551,\n",
       "      'change_from_prior_day': 34579,\n",
       "      'seven_day_change_percent': 3.8}}},\n",
       "   'testing': {'total': {'value': 97139741,\n",
       "     'calculated': {'population_percent': 29.3657,\n",
       "      'change_from_prior_day': 792700,\n",
       "      'seven_day_change_percent': 6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 29921,\n",
       "      'calculated': {'population_percent': 0.009,\n",
       "       'change_from_prior_day': -837,\n",
       "       'seven_day_change_percent': -7.9,\n",
       "       'seven_day_average': 31691}},\n",
       "     'in_icu': {'currently': {'value': 6233,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': -218,\n",
       "        'seven_day_change_percent': -7,\n",
       "        'seven_day_average': 6488}}},\n",
       "     'on_ventilator': {'currently': {'value': 1562,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': -57,\n",
       "        'seven_day_change_percent': -18.3,\n",
       "        'seven_day_average': 1784}}}},\n",
       "    'death': {'total': {'value': 186296,\n",
       "      'calculated': {'population_percent': 0.0563,\n",
       "       'change_from_prior_day': 392,\n",
       "       'seven_day_change_percent': 2.8,\n",
       "       'seven_day_average': 183938}}}}},\n",
       "  {'date': '2020-09-12',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6432589,\n",
       "     'calculated': {'population_percent': 1.9446,\n",
       "      'change_from_prior_day': 41850,\n",
       "      'seven_day_change_percent': 3.8}}},\n",
       "   'testing': {'total': {'value': 96347041,\n",
       "     'calculated': {'population_percent': 29.1261,\n",
       "      'change_from_prior_day': 1020760,\n",
       "      'seven_day_change_percent': 6.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 30758,\n",
       "      'calculated': {'population_percent': 0.0093,\n",
       "       'change_from_prior_day': -772,\n",
       "       'seven_day_change_percent': -8.5,\n",
       "       'seven_day_average': 32059}},\n",
       "     'in_icu': {'currently': {'value': 6451,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': 75,\n",
       "        'seven_day_change_percent': -4.7,\n",
       "        'seven_day_average': 6554}}},\n",
       "     'on_ventilator': {'currently': {'value': 1619,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': -97,\n",
       "        'seven_day_change_percent': -17.2,\n",
       "        'seven_day_average': 1834}}}},\n",
       "    'death': {'total': {'value': 185904,\n",
       "      'calculated': {'population_percent': 0.0562,\n",
       "       'change_from_prior_day': 817,\n",
       "       'seven_day_change_percent': 2.8,\n",
       "       'seven_day_average': 183217}}}}},\n",
       "  {'date': '2020-09-11',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6390739,\n",
       "     'calculated': {'population_percent': 1.9319,\n",
       "      'change_from_prior_day': 44698,\n",
       "      'seven_day_change_percent': 3.9}}},\n",
       "   'testing': {'total': {'value': 95326281,\n",
       "     'calculated': {'population_percent': 28.8175,\n",
       "      'change_from_prior_day': 937575,\n",
       "      'seven_day_change_percent': 6.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 31530,\n",
       "      'calculated': {'population_percent': 0.0095,\n",
       "       'change_from_prior_day': -991,\n",
       "       'seven_day_change_percent': -7.7,\n",
       "       'seven_day_average': 32469}},\n",
       "     'in_icu': {'currently': {'value': 6376,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': -146,\n",
       "        'seven_day_change_percent': -7.9,\n",
       "        'seven_day_average': 6599}}},\n",
       "     'on_ventilator': {'currently': {'value': 1716,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': -207,\n",
       "        'seven_day_change_percent': -14.1,\n",
       "        'seven_day_average': 1882}}}},\n",
       "    'death': {'total': {'value': 185087,\n",
       "      'calculated': {'population_percent': 0.056,\n",
       "       'change_from_prior_day': 1015,\n",
       "       'seven_day_change_percent': 2.9,\n",
       "       'seven_day_average': 182488}}}}},\n",
       "  {'date': '2020-09-10',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6346041,\n",
       "     'calculated': {'population_percent': 1.9184,\n",
       "      'change_from_prior_day': 37409,\n",
       "      'seven_day_change_percent': 4.1}}},\n",
       "   'testing': {'total': {'value': 94388706,\n",
       "     'calculated': {'population_percent': 28.5341,\n",
       "      'change_from_prior_day': 821387,\n",
       "      'seven_day_change_percent': 6.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 32521,\n",
       "      'calculated': {'population_percent': 0.0098,\n",
       "       'change_from_prior_day': -132,\n",
       "       'seven_day_change_percent': -6.4,\n",
       "       'seven_day_average': 32847}},\n",
       "     'in_icu': {'currently': {'value': 6522,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': -137,\n",
       "        'seven_day_change_percent': -5.8,\n",
       "        'seven_day_average': 6677}}},\n",
       "     'on_ventilator': {'currently': {'value': 1923,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': 17,\n",
       "        'seven_day_change_percent': -5.6,\n",
       "        'seven_day_average': 1922}}}},\n",
       "    'death': {'total': {'value': 184072,\n",
       "      'calculated': {'population_percent': 0.0556,\n",
       "       'change_from_prior_day': 1161,\n",
       "       'seven_day_change_percent': 2.9,\n",
       "       'seven_day_average': 181743}}}}},\n",
       "  {'date': '2020-09-09',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6308632,\n",
       "     'calculated': {'population_percent': 1.9071,\n",
       "      'change_from_prior_day': 30733,\n",
       "      'seven_day_change_percent': 4.2}}},\n",
       "   'testing': {'total': {'value': 93567319,\n",
       "     'calculated': {'population_percent': 28.2858,\n",
       "      'change_from_prior_day': 751002,\n",
       "      'seven_day_change_percent': 6.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 32653,\n",
       "      'calculated': {'population_percent': 0.0099,\n",
       "       'change_from_prior_day': 314,\n",
       "       'seven_day_change_percent': -8.4,\n",
       "       'seven_day_average': 33166}},\n",
       "     'in_icu': {'currently': {'value': 6659,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': 116,\n",
       "        'seven_day_change_percent': -6.1,\n",
       "        'seven_day_average': 6735}}},\n",
       "     'on_ventilator': {'currently': {'value': 1906,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': 25,\n",
       "        'seven_day_change_percent': -6,\n",
       "        'seven_day_average': 1939}}}},\n",
       "    'death': {'total': {'value': 182911,\n",
       "      'calculated': {'population_percent': 0.0553,\n",
       "       'change_from_prior_day': 1088,\n",
       "       'seven_day_change_percent': 2.9,\n",
       "       'seven_day_average': 181000}}}}},\n",
       "  {'date': '2020-09-08',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6277899,\n",
       "     'calculated': {'population_percent': 1.8978,\n",
       "      'change_from_prior_day': 22310,\n",
       "      'seven_day_change_percent': 4.2}}},\n",
       "   'testing': {'total': {'value': 92816317,\n",
       "     'calculated': {'population_percent': 28.0587,\n",
       "      'change_from_prior_day': 546859,\n",
       "      'seven_day_change_percent': 6.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 32339,\n",
       "      'calculated': {'population_percent': 0.0098,\n",
       "       'change_from_prior_day': 223,\n",
       "       'seven_day_change_percent': -8.5,\n",
       "       'seven_day_average': 33595}},\n",
       "     'in_icu': {'currently': {'value': 6543,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': -87,\n",
       "        'seven_day_change_percent': -7.6,\n",
       "        'seven_day_average': 6796}}},\n",
       "     'on_ventilator': {'currently': {'value': 1881,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': 2,\n",
       "        'seven_day_change_percent': -7.8,\n",
       "        'seven_day_average': 1956}}}},\n",
       "    'death': {'total': {'value': 181823,\n",
       "      'calculated': {'population_percent': 0.055,\n",
       "       'change_from_prior_day': 347,\n",
       "       'seven_day_change_percent': 2.9,\n",
       "       'seven_day_average': 180270}}}}},\n",
       "  {'date': '2020-09-07',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6255589,\n",
       "     'calculated': {'population_percent': 1.8911,\n",
       "      'change_from_prior_day': 28117,\n",
       "      'seven_day_change_percent': 4.6}}},\n",
       "   'testing': {'total': {'value': 92269458,\n",
       "     'calculated': {'population_percent': 27.8934,\n",
       "      'change_from_prior_day': 670866,\n",
       "      'seven_day_change_percent': 7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 32116,\n",
       "      'calculated': {'population_percent': 0.0097,\n",
       "       'change_from_prior_day': -381,\n",
       "       'seven_day_change_percent': -9.4,\n",
       "       'seven_day_average': 34024}},\n",
       "     'in_icu': {'currently': {'value': 6630,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': -70,\n",
       "        'seven_day_change_percent': -5.9,\n",
       "        'seven_day_average': 6874}}},\n",
       "     'on_ventilator': {'currently': {'value': 1879,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': -33,\n",
       "        'seven_day_change_percent': -9.4,\n",
       "        'seven_day_average': 1979}}}},\n",
       "    'death': {'total': {'value': 181476,\n",
       "      'calculated': {'population_percent': 0.0549,\n",
       "       'change_from_prior_day': 227,\n",
       "       'seven_day_change_percent': 3.3,\n",
       "       'seven_day_average': 179547}}}}},\n",
       "  {'date': '2020-09-06',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6227472,\n",
       "     'calculated': {'population_percent': 1.8826,\n",
       "      'change_from_prior_day': 33033,\n",
       "      'seven_day_change_percent': 4.7}}},\n",
       "   'testing': {'total': {'value': 91598592,\n",
       "     'calculated': {'population_percent': 27.6906,\n",
       "      'change_from_prior_day': 764565,\n",
       "      'seven_day_change_percent': 7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 32497,\n",
       "      'calculated': {'population_percent': 0.0098,\n",
       "       'change_from_prior_day': -1129,\n",
       "       'seven_day_change_percent': -9.2,\n",
       "       'seven_day_average': 34501}},\n",
       "     'in_icu': {'currently': {'value': 6700,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': -66,\n",
       "        'seven_day_change_percent': -7.8,\n",
       "        'seven_day_average': 6933}}},\n",
       "     'on_ventilator': {'currently': {'value': 1912,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': -44,\n",
       "        'seven_day_change_percent': -7,\n",
       "        'seven_day_average': 2007}}}},\n",
       "    'death': {'total': {'value': 181249,\n",
       "      'calculated': {'population_percent': 0.0548,\n",
       "       'change_from_prior_day': 452,\n",
       "       'seven_day_change_percent': 3.4,\n",
       "       'seven_day_average': 178729}}}}},\n",
       "  {'date': '2020-09-05',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6194439,\n",
       "     'calculated': {'population_percent': 1.8726,\n",
       "      'change_from_prior_day': 44860,\n",
       "      'seven_day_change_percent': 4.8}}},\n",
       "   'testing': {'total': {'value': 90834027,\n",
       "     'calculated': {'population_percent': 27.4595,\n",
       "      'change_from_prior_day': 993565,\n",
       "      'seven_day_change_percent': 7.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 33626,\n",
       "      'calculated': {'population_percent': 0.0102,\n",
       "       'change_from_prior_day': -551,\n",
       "       'seven_day_change_percent': -7.9,\n",
       "       'seven_day_average': 34973}},\n",
       "     'in_icu': {'currently': {'value': 6766,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': -156,\n",
       "        'seven_day_change_percent': -8.7,\n",
       "        'seven_day_average': 7014}}},\n",
       "     'on_ventilator': {'currently': {'value': 1956,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': -42,\n",
       "        'seven_day_change_percent': -5.1,\n",
       "        'seven_day_average': 2027}}}},\n",
       "    'death': {'total': {'value': 180797,\n",
       "      'calculated': {'population_percent': 0.0547,\n",
       "       'change_from_prior_day': 926,\n",
       "       'seven_day_change_percent': 3.4,\n",
       "       'seven_day_average': 177890}}}}},\n",
       "  {'date': '2020-09-04',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6149579,\n",
       "     'calculated': {'population_percent': 1.859,\n",
       "      'change_from_prior_day': 51600,\n",
       "      'seven_day_change_percent': 4.8}}},\n",
       "   'testing': {'total': {'value': 89840462,\n",
       "     'calculated': {'population_percent': 27.1591,\n",
       "      'change_from_prior_day': 1089037,\n",
       "      'seven_day_change_percent': 7.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 34177,\n",
       "      'calculated': {'population_percent': 0.0103,\n",
       "       'change_from_prior_day': -576,\n",
       "       'seven_day_change_percent': -8.5,\n",
       "       'seven_day_average': 35385}},\n",
       "     'in_icu': {'currently': {'value': 6922,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': -1,\n",
       "        'seven_day_change_percent': -8.5,\n",
       "        'seven_day_average': 7107}}},\n",
       "     'on_ventilator': {'currently': {'value': 1998,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': -40,\n",
       "        'seven_day_change_percent': -4.3,\n",
       "        'seven_day_average': 2042}}}},\n",
       "    'death': {'total': {'value': 179871,\n",
       "      'calculated': {'population_percent': 0.0544,\n",
       "       'change_from_prior_day': 999,\n",
       "       'seven_day_change_percent': 3.4,\n",
       "       'seven_day_average': 177046}}}}},\n",
       "  {'date': '2020-09-03',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6097979,\n",
       "     'calculated': {'population_percent': 1.8434,\n",
       "      'change_from_prior_day': 44643,\n",
       "      'seven_day_change_percent': 4.8}}},\n",
       "   'testing': {'total': {'value': 88751425,\n",
       "     'calculated': {'population_percent': 26.8299,\n",
       "      'change_from_prior_day': 909820,\n",
       "      'seven_day_change_percent': 7.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 34753,\n",
       "      'calculated': {'population_percent': 0.0105,\n",
       "       'change_from_prior_day': -907,\n",
       "       'seven_day_change_percent': -7.3,\n",
       "       'seven_day_average': 35840}},\n",
       "     'in_icu': {'currently': {'value': 6923,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': -168,\n",
       "        'seven_day_change_percent': -10.2,\n",
       "        'seven_day_average': 7199}}},\n",
       "     'on_ventilator': {'currently': {'value': 2038,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': 11,\n",
       "        'seven_day_change_percent': -4.2,\n",
       "        'seven_day_average': 2055}}}},\n",
       "    'death': {'total': {'value': 178872,\n",
       "      'calculated': {'population_percent': 0.0541,\n",
       "       'change_from_prior_day': 1072,\n",
       "       'seven_day_change_percent': 3.5,\n",
       "       'seven_day_average': 176190}}}}},\n",
       "  {'date': '2020-09-02',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6053336,\n",
       "     'calculated': {'population_percent': 1.8299,\n",
       "      'change_from_prior_day': 30655,\n",
       "      'seven_day_change_percent': 4.8}}},\n",
       "   'testing': {'total': {'value': 87841605,\n",
       "     'calculated': {'population_percent': 26.5549,\n",
       "      'change_from_prior_day': 796145,\n",
       "      'seven_day_change_percent': 7.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 35660,\n",
       "      'calculated': {'population_percent': 0.0108,\n",
       "       'change_from_prior_day': 322,\n",
       "       'seven_day_change_percent': -7.4,\n",
       "       'seven_day_average': 36232}},\n",
       "     'in_icu': {'currently': {'value': 7091,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': 7,\n",
       "        'seven_day_change_percent': -8.4,\n",
       "        'seven_day_average': 7311}}},\n",
       "     'on_ventilator': {'currently': {'value': 2027,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': -14,\n",
       "        'seven_day_change_percent': -5.4,\n",
       "        'seven_day_average': 2068}}}},\n",
       "    'death': {'total': {'value': 177800,\n",
       "      'calculated': {'population_percent': 0.0537,\n",
       "       'change_from_prior_day': 1035,\n",
       "       'seven_day_change_percent': 3.5,\n",
       "       'seven_day_average': 175331}}}}},\n",
       "  {'date': '2020-09-01',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 6022681,\n",
       "     'calculated': {'population_percent': 1.8207,\n",
       "      'change_from_prior_day': 42242,\n",
       "      'seven_day_change_percent': 5.1}}},\n",
       "   'testing': {'total': {'value': 87045460,\n",
       "     'calculated': {'population_percent': 26.3142,\n",
       "      'change_from_prior_day': 796530,\n",
       "      'seven_day_change_percent': 7.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 35338,\n",
       "      'calculated': {'population_percent': 0.0107,\n",
       "       'change_from_prior_day': -115,\n",
       "       'seven_day_change_percent': -9,\n",
       "       'seven_day_average': 36640}},\n",
       "     'in_icu': {'currently': {'value': 7084,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': 37,\n",
       "        'seven_day_change_percent': -9.8,\n",
       "        'seven_day_average': 7404}}},\n",
       "     'on_ventilator': {'currently': {'value': 2041,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': -34,\n",
       "        'seven_day_change_percent': -5.6,\n",
       "        'seven_day_average': 2084}}}},\n",
       "    'death': {'total': {'value': 176765,\n",
       "      'calculated': {'population_percent': 0.0534,\n",
       "       'change_from_prior_day': 1014,\n",
       "       'seven_day_change_percent': 3.7,\n",
       "       'seven_day_average': 174463}}}}},\n",
       "  {'date': '2020-08-31',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5980439,\n",
       "     'calculated': {'population_percent': 1.8079,\n",
       "      'change_from_prior_day': 31720,\n",
       "      'seven_day_change_percent': 5}}},\n",
       "   'testing': {'total': {'value': 86248930,\n",
       "     'calculated': {'population_percent': 26.0734,\n",
       "      'change_from_prior_day': 680649,\n",
       "      'seven_day_change_percent': 7.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 35453,\n",
       "      'calculated': {'population_percent': 0.0107,\n",
       "       'change_from_prior_day': -348,\n",
       "       'seven_day_change_percent': -8.6,\n",
       "       'seven_day_average': 37139}},\n",
       "     'in_icu': {'currently': {'value': 7047,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': -221,\n",
       "        'seven_day_change_percent': -10.3,\n",
       "        'seven_day_average': 7514}}},\n",
       "     'on_ventilator': {'currently': {'value': 2075,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': 20,\n",
       "        'seven_day_change_percent': -1.8,\n",
       "        'seven_day_average': 2102}}}},\n",
       "    'death': {'total': {'value': 175751,\n",
       "      'calculated': {'population_percent': 0.0531,\n",
       "       'change_from_prior_day': 380,\n",
       "       'seven_day_change_percent': 3.8,\n",
       "       'seven_day_average': 173558}}}}},\n",
       "  {'date': '2020-08-30',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5948719,\n",
       "     'calculated': {'population_percent': 1.7983,\n",
       "      'change_from_prior_day': 38766,\n",
       "      'seven_day_change_percent': 5.1}}},\n",
       "   'testing': {'total': {'value': 85568281,\n",
       "     'calculated': {'population_percent': 25.8676,\n",
       "      'change_from_prior_day': 823350,\n",
       "      'seven_day_change_percent': 7.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 35801,\n",
       "      'calculated': {'population_percent': 0.0108,\n",
       "       'change_from_prior_day': -715,\n",
       "       'seven_day_change_percent': -8.4,\n",
       "       'seven_day_average': 37618}},\n",
       "     'in_icu': {'currently': {'value': 7268,\n",
       "       'calculated': {'population_percent': 0.0022,\n",
       "        'change_from_prior_day': -145,\n",
       "        'seven_day_change_percent': -8.6,\n",
       "        'seven_day_average': 7630}}},\n",
       "     'on_ventilator': {'currently': {'value': 2055,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': -7,\n",
       "        'seven_day_change_percent': -3.6,\n",
       "        'seven_day_average': 2107}}}},\n",
       "    'death': {'total': {'value': 175371,\n",
       "      'calculated': {'population_percent': 0.053,\n",
       "       'change_from_prior_day': 477,\n",
       "       'seven_day_change_percent': 3.8,\n",
       "       'seven_day_average': 172635}}}}},\n",
       "  {'date': '2020-08-29',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5909953,\n",
       "     'calculated': {'population_percent': 1.7866,\n",
       "      'change_from_prior_day': 43995,\n",
       "      'seven_day_change_percent': 5.1}}},\n",
       "   'testing': {'total': {'value': 84744931,\n",
       "     'calculated': {'population_percent': 25.6187,\n",
       "      'change_from_prior_day': 947087,\n",
       "      'seven_day_change_percent': 7.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 36516,\n",
       "      'calculated': {'population_percent': 0.011,\n",
       "       'change_from_prior_day': -840,\n",
       "       'seven_day_change_percent': -8.7,\n",
       "       'seven_day_average': 38084}},\n",
       "     'in_icu': {'currently': {'value': 7413,\n",
       "       'calculated': {'population_percent': 0.0022,\n",
       "        'change_from_prior_day': -151,\n",
       "        'seven_day_change_percent': -9.7,\n",
       "        'seven_day_average': 7727}}},\n",
       "     'on_ventilator': {'currently': {'value': 2062,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': -25,\n",
       "        'seven_day_change_percent': -6.4,\n",
       "        'seven_day_average': 2118}}}},\n",
       "    'death': {'total': {'value': 174894,\n",
       "      'calculated': {'population_percent': 0.0529,\n",
       "       'change_from_prior_day': 1017,\n",
       "       'seven_day_change_percent': 3.9,\n",
       "       'seven_day_average': 171718}}}}},\n",
       "  {'date': '2020-08-28',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5865958,\n",
       "     'calculated': {'population_percent': 1.7733,\n",
       "      'change_from_prior_day': 46115,\n",
       "      'seven_day_change_percent': 5.2}}},\n",
       "   'testing': {'total': {'value': 83797844,\n",
       "     'calculated': {'population_percent': 25.3324,\n",
       "      'change_from_prior_day': 938465,\n",
       "      'seven_day_change_percent': 7.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 37356,\n",
       "      'calculated': {'population_percent': 0.0113,\n",
       "       'change_from_prior_day': -142,\n",
       "       'seven_day_change_percent': -9,\n",
       "       'seven_day_average': 38584}},\n",
       "     'in_icu': {'currently': {'value': 7564,\n",
       "       'calculated': {'population_percent': 0.0023,\n",
       "        'change_from_prior_day': -148,\n",
       "        'seven_day_change_percent': -9.5,\n",
       "        'seven_day_average': 7840}}},\n",
       "     'on_ventilator': {'currently': {'value': 2087,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': -41,\n",
       "        'seven_day_change_percent': -8.8,\n",
       "        'seven_day_average': 2138}}}},\n",
       "    'death': {'total': {'value': 173877,\n",
       "      'calculated': {'population_percent': 0.0526,\n",
       "       'change_from_prior_day': 1020,\n",
       "       'seven_day_change_percent': 3.9,\n",
       "       'seven_day_average': 170786}}}}},\n",
       "  {'date': '2020-08-27',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5819843,\n",
       "     'calculated': {'population_percent': 1.7594,\n",
       "      'change_from_prior_day': 44111,\n",
       "      'seven_day_change_percent': 5.2}}},\n",
       "   'testing': {'total': {'value': 82859379,\n",
       "     'calculated': {'population_percent': 25.0487,\n",
       "      'change_from_prior_day': 857577,\n",
       "      'seven_day_change_percent': 7.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 37498,\n",
       "      'calculated': {'population_percent': 0.0113,\n",
       "       'change_from_prior_day': -1017,\n",
       "       'seven_day_change_percent': -11,\n",
       "       'seven_day_average': 39111}},\n",
       "     'in_icu': {'currently': {'value': 7712,\n",
       "       'calculated': {'population_percent': 0.0023,\n",
       "        'change_from_prior_day': -30,\n",
       "        'seven_day_change_percent': -9.1,\n",
       "        'seven_day_average': 7954}}},\n",
       "     'on_ventilator': {'currently': {'value': 2128,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': -15,\n",
       "        'seven_day_change_percent': -8.7,\n",
       "        'seven_day_average': 2167}}}},\n",
       "    'death': {'total': {'value': 172857,\n",
       "      'calculated': {'population_percent': 0.0523,\n",
       "       'change_from_prior_day': 1128,\n",
       "       'seven_day_change_percent': 4,\n",
       "       'seven_day_average': 169851}}}}},\n",
       "  {'date': '2020-08-26',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5775732,\n",
       "     'calculated': {'population_percent': 1.746,\n",
       "      'change_from_prior_day': 44331,\n",
       "      'seven_day_change_percent': 5.3}}},\n",
       "   'testing': {'total': {'value': 82001802,\n",
       "     'calculated': {'population_percent': 24.7895,\n",
       "      'change_from_prior_day': 772668,\n",
       "      'seven_day_change_percent': 7.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 38515,\n",
       "      'calculated': {'population_percent': 0.0116,\n",
       "       'change_from_prior_day': -316,\n",
       "       'seven_day_change_percent': -11.3,\n",
       "       'seven_day_average': 39770}},\n",
       "     'in_icu': {'currently': {'value': 7742,\n",
       "       'calculated': {'population_percent': 0.0023,\n",
       "        'change_from_prior_day': -112,\n",
       "        'seven_day_change_percent': -11.5,\n",
       "        'seven_day_average': 8064}}},\n",
       "     'on_ventilator': {'currently': {'value': 2143,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': -18,\n",
       "        'seven_day_change_percent': -9.8,\n",
       "        'seven_day_average': 2196}}}},\n",
       "    'death': {'total': {'value': 171729,\n",
       "      'calculated': {'population_percent': 0.0519,\n",
       "       'change_from_prior_day': 1300,\n",
       "       'seven_day_change_percent': 4,\n",
       "       'seven_day_average': 168903}}}}},\n",
       "  {'date': '2020-08-25',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5731401,\n",
       "     'calculated': {'population_percent': 1.7326,\n",
       "      'change_from_prior_day': 36839,\n",
       "      'seven_day_change_percent': 5.3}}},\n",
       "   'testing': {'total': {'value': 81229134,\n",
       "     'calculated': {'population_percent': 24.5559,\n",
       "      'change_from_prior_day': 743872,\n",
       "      'seven_day_change_percent': 7.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 38831,\n",
       "      'calculated': {'population_percent': 0.0117,\n",
       "       'change_from_prior_day': 25,\n",
       "       'seven_day_change_percent': -11.4,\n",
       "       'seven_day_average': 40469}},\n",
       "     'in_icu': {'currently': {'value': 7854,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': 0,\n",
       "        'seven_day_change_percent': -11.3,\n",
       "        'seven_day_average': 8208}}},\n",
       "     'on_ventilator': {'currently': {'value': 2161,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 49,\n",
       "        'seven_day_change_percent': -12.4,\n",
       "        'seven_day_average': 2229}}}},\n",
       "    'death': {'total': {'value': 170429,\n",
       "      'calculated': {'population_percent': 0.0515,\n",
       "       'change_from_prior_day': 1140,\n",
       "       'seven_day_change_percent': 4.1,\n",
       "       'seven_day_average': 167954}}}}},\n",
       "  {'date': '2020-08-24',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5694562,\n",
       "     'calculated': {'population_percent': 1.7215,\n",
       "      'change_from_prior_day': 34543,\n",
       "      'seven_day_change_percent': 5.4}}},\n",
       "   'testing': {'total': {'value': 80485262,\n",
       "     'calculated': {'population_percent': 24.331,\n",
       "      'change_from_prior_day': 714951,\n",
       "      'seven_day_change_percent': 7.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 38806,\n",
       "      'calculated': {'population_percent': 0.0117,\n",
       "       'change_from_prior_day': -258,\n",
       "       'seven_day_change_percent': -11,\n",
       "       'seven_day_average': 41184}},\n",
       "     'in_icu': {'currently': {'value': 7854,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': -95,\n",
       "        'seven_day_change_percent': -11.6,\n",
       "        'seven_day_average': 8351}}},\n",
       "     'on_ventilator': {'currently': {'value': 2112,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': -19,\n",
       "        'seven_day_change_percent': -13.6,\n",
       "        'seven_day_average': 2272}}}},\n",
       "    'death': {'total': {'value': 169289,\n",
       "      'calculated': {'population_percent': 0.0512,\n",
       "       'change_from_prior_day': 341,\n",
       "       'seven_day_change_percent': 4.2,\n",
       "       'seven_day_average': 166989}}}}},\n",
       "  {'date': '2020-08-23',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5660019,\n",
       "     'calculated': {'population_percent': 1.711,\n",
       "      'change_from_prior_day': 37900,\n",
       "      'seven_day_change_percent': 5.5}}},\n",
       "   'testing': {'total': {'value': 79770311,\n",
       "     'calculated': {'population_percent': 24.1149,\n",
       "      'change_from_prior_day': 725718,\n",
       "      'seven_day_change_percent': 7.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 39064,\n",
       "      'calculated': {'population_percent': 0.0118,\n",
       "       'change_from_prior_day': -953,\n",
       "       'seven_day_change_percent': -11.5,\n",
       "       'seven_day_average': 41871}},\n",
       "     'in_icu': {'currently': {'value': 7949,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': -258,\n",
       "        'seven_day_change_percent': -11.3,\n",
       "        'seven_day_average': 8498}}},\n",
       "     'on_ventilator': {'currently': {'value': 2131,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': -73,\n",
       "        'seven_day_change_percent': -14.1,\n",
       "        'seven_day_average': 2320}}}},\n",
       "    'death': {'total': {'value': 168948,\n",
       "      'calculated': {'population_percent': 0.0511,\n",
       "       'change_from_prior_day': 577,\n",
       "       'seven_day_change_percent': 4.2,\n",
       "       'seven_day_average': 166019}}}}},\n",
       "  {'date': '2020-08-22',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5622119,\n",
       "     'calculated': {'population_percent': 1.6996,\n",
       "      'change_from_prior_day': 46054,\n",
       "      'seven_day_change_percent': 5.7}}},\n",
       "   'testing': {'total': {'value': 79044593,\n",
       "     'calculated': {'population_percent': 23.8955,\n",
       "      'change_from_prior_day': 908182,\n",
       "      'seven_day_change_percent': 7.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 40017,\n",
       "      'calculated': {'population_percent': 0.0121,\n",
       "       'change_from_prior_day': -1032,\n",
       "       'seven_day_change_percent': -10.9,\n",
       "       'seven_day_average': 42599}},\n",
       "     'in_icu': {'currently': {'value': 8207,\n",
       "       'calculated': {'population_percent': 0.0025,\n",
       "        'change_from_prior_day': -151,\n",
       "        'seven_day_change_percent': -9.7,\n",
       "        'seven_day_average': 8642}}},\n",
       "     'on_ventilator': {'currently': {'value': 2204,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': -84,\n",
       "        'seven_day_change_percent': -12.7,\n",
       "        'seven_day_average': 2370}}}},\n",
       "    'death': {'total': {'value': 168371,\n",
       "      'calculated': {'population_percent': 0.0509,\n",
       "       'change_from_prior_day': 1035,\n",
       "       'seven_day_change_percent': 4.3,\n",
       "       'seven_day_average': 165039}}}}},\n",
       "  {'date': '2020-08-21',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5576065,\n",
       "     'calculated': {'population_percent': 1.6857,\n",
       "      'change_from_prior_day': 46456,\n",
       "      'seven_day_change_percent': 5.9}}},\n",
       "   'testing': {'total': {'value': 78136411,\n",
       "     'calculated': {'population_percent': 23.6209,\n",
       "      'change_from_prior_day': 915434,\n",
       "      'seven_day_change_percent': 8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 41049,\n",
       "      'calculated': {'population_percent': 0.0124,\n",
       "       'change_from_prior_day': -1060,\n",
       "       'seven_day_change_percent': -10.5,\n",
       "       'seven_day_average': 43299}},\n",
       "     'in_icu': {'currently': {'value': 8358,\n",
       "       'calculated': {'population_percent': 0.0025,\n",
       "        'change_from_prior_day': -128,\n",
       "        'seven_day_change_percent': -9.9,\n",
       "        'seven_day_average': 8768}}},\n",
       "     'on_ventilator': {'currently': {'value': 2288,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': -42,\n",
       "        'seven_day_change_percent': -10.5,\n",
       "        'seven_day_average': 2416}}}},\n",
       "    'death': {'total': {'value': 167336,\n",
       "      'calculated': {'population_percent': 0.0506,\n",
       "       'change_from_prior_day': 1119,\n",
       "       'seven_day_change_percent': 4.4,\n",
       "       'seven_day_average': 164053}}}}},\n",
       "  {'date': '2020-08-20',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5529609,\n",
       "     'calculated': {'population_percent': 1.6716,\n",
       "      'change_from_prior_day': 43844,\n",
       "      'seven_day_change_percent': 6.2}}},\n",
       "   'testing': {'total': {'value': 77220977,\n",
       "     'calculated': {'population_percent': 23.3442,\n",
       "      'change_from_prior_day': 864210,\n",
       "      'seven_day_change_percent': 8.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 42109,\n",
       "      'calculated': {'population_percent': 0.0127,\n",
       "       'change_from_prior_day': -1297,\n",
       "       'seven_day_change_percent': -11,\n",
       "       'seven_day_average': 43988}},\n",
       "     'in_icu': {'currently': {'value': 8486,\n",
       "       'calculated': {'population_percent': 0.0026,\n",
       "        'change_from_prior_day': -261,\n",
       "        'seven_day_change_percent': -10.5,\n",
       "        'seven_day_average': 8899}}},\n",
       "     'on_ventilator': {'currently': {'value': 2330,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': -45,\n",
       "        'seven_day_change_percent': -9.5,\n",
       "        'seven_day_average': 2454}}}},\n",
       "    'death': {'total': {'value': 166217,\n",
       "      'calculated': {'population_percent': 0.0502,\n",
       "       'change_from_prior_day': 1129,\n",
       "       'seven_day_change_percent': 4.5,\n",
       "       'seven_day_average': 163040}}}}},\n",
       "  {'date': '2020-08-19',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5485765,\n",
       "     'calculated': {'population_percent': 1.6584,\n",
       "      'change_from_prior_day': 45073,\n",
       "      'seven_day_change_percent': 6.4}}},\n",
       "   'testing': {'total': {'value': 76356767,\n",
       "     'calculated': {'population_percent': 23.083,\n",
       "      'change_from_prior_day': 832115,\n",
       "      'seven_day_change_percent': 8.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 43406,\n",
       "      'calculated': {'population_percent': 0.0131,\n",
       "       'change_from_prior_day': -434,\n",
       "       'seven_day_change_percent': -9.7,\n",
       "       'seven_day_average': 44730}},\n",
       "     'in_icu': {'currently': {'value': 8747,\n",
       "       'calculated': {'population_percent': 0.0026,\n",
       "        'change_from_prior_day': -112,\n",
       "        'seven_day_change_percent': -8.5,\n",
       "        'seven_day_average': 9041}}},\n",
       "     'on_ventilator': {'currently': {'value': 2375,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': -92,\n",
       "        'seven_day_change_percent': -8.7,\n",
       "        'seven_day_average': 2489}}}},\n",
       "    'death': {'total': {'value': 165088,\n",
       "      'calculated': {'population_percent': 0.0499,\n",
       "       'change_from_prior_day': 1411,\n",
       "       'seven_day_change_percent': 4.6,\n",
       "       'seven_day_average': 162011}}}}},\n",
       "  {'date': '2020-08-18',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5440692,\n",
       "     'calculated': {'population_percent': 1.6447,\n",
       "      'change_from_prior_day': 40070,\n",
       "      'seven_day_change_percent': 6.7}}},\n",
       "   'testing': {'total': {'value': 75524652,\n",
       "     'calculated': {'population_percent': 22.8314,\n",
       "      'change_from_prior_day': 771994,\n",
       "      'seven_day_change_percent': 8.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 43840,\n",
       "      'calculated': {'population_percent': 0.0133,\n",
       "       'change_from_prior_day': 226,\n",
       "       'seven_day_change_percent': -9.8,\n",
       "       'seven_day_average': 45396}},\n",
       "     'in_icu': {'currently': {'value': 8859,\n",
       "       'calculated': {'population_percent': 0.0027,\n",
       "        'change_from_prior_day': -22,\n",
       "        'seven_day_change_percent': -3,\n",
       "        'seven_day_average': 9158}}},\n",
       "     'on_ventilator': {'currently': {'value': 2467,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 23,\n",
       "        'seven_day_change_percent': 1.9,\n",
       "        'seven_day_average': 2521}}}},\n",
       "    'death': {'total': {'value': 163677,\n",
       "      'calculated': {'population_percent': 0.0495,\n",
       "       'change_from_prior_day': 1179,\n",
       "       'seven_day_change_percent': 4.7,\n",
       "       'seven_day_average': 160978}}}}},\n",
       "  {'date': '2020-08-17',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5400622,\n",
       "     'calculated': {'population_percent': 1.6326,\n",
       "      'change_from_prior_day': 37751,\n",
       "      'seven_day_change_percent': 7.1}}},\n",
       "   'testing': {'total': {'value': 74752658,\n",
       "     'calculated': {'population_percent': 22.598,\n",
       "      'change_from_prior_day': 702582,\n",
       "      'seven_day_change_percent': 8.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 43614,\n",
       "      'calculated': {'population_percent': 0.0132,\n",
       "       'change_from_prior_day': -541,\n",
       "       'seven_day_change_percent': -10.5,\n",
       "       'seven_day_average': 46076}},\n",
       "     'in_icu': {'currently': {'value': 8881,\n",
       "       'calculated': {'population_percent': 0.0027,\n",
       "        'change_from_prior_day': -77,\n",
       "        'seven_day_change_percent': -3.6,\n",
       "        'seven_day_average': 9197}}},\n",
       "     'on_ventilator': {'currently': {'value': 2444,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': -37,\n",
       "        'seven_day_change_percent': -3.4,\n",
       "        'seven_day_average': 2515}}}},\n",
       "    'death': {'total': {'value': 162498,\n",
       "      'calculated': {'population_percent': 0.0491,\n",
       "       'change_from_prior_day': 411,\n",
       "       'seven_day_change_percent': 4.8,\n",
       "       'seven_day_average': 159929}}}}},\n",
       "  {'date': '2020-08-16',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5362871,\n",
       "     'calculated': {'population_percent': 1.6212,\n",
       "      'change_from_prior_day': 42503,\n",
       "      'seven_day_change_percent': 7.2}}},\n",
       "   'testing': {'total': {'value': 74050076,\n",
       "     'calculated': {'population_percent': 22.3856,\n",
       "      'change_from_prior_day': 785200,\n",
       "      'seven_day_change_percent': 8.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 44155,\n",
       "      'calculated': {'population_percent': 0.0133,\n",
       "       'change_from_prior_day': -767,\n",
       "       'seven_day_change_percent': -9.9,\n",
       "       'seven_day_average': 46809}},\n",
       "     'in_icu': {'currently': {'value': 8958,\n",
       "       'calculated': {'population_percent': 0.0027,\n",
       "        'change_from_prior_day': -129,\n",
       "        'seven_day_change_percent': -3.7,\n",
       "        'seven_day_average': 9244}}},\n",
       "     'on_ventilator': {'currently': {'value': 2481,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': -45,\n",
       "        'seven_day_change_percent': -1,\n",
       "        'seven_day_average': 2527}}}},\n",
       "    'death': {'total': {'value': 162087,\n",
       "      'calculated': {'population_percent': 0.049,\n",
       "       'change_from_prior_day': 617,\n",
       "       'seven_day_change_percent': 4.9,\n",
       "       'seven_day_average': 158861}}}}},\n",
       "  {'date': '2020-08-15',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5320368,\n",
       "     'calculated': {'population_percent': 1.6084,\n",
       "      'change_from_prior_day': 56046,\n",
       "      'seven_day_change_percent': 7.4}}},\n",
       "   'testing': {'total': {'value': 73264876,\n",
       "     'calculated': {'population_percent': 22.1483,\n",
       "      'change_from_prior_day': 893080,\n",
       "      'seven_day_change_percent': 9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 44922,\n",
       "      'calculated': {'population_percent': 0.0136,\n",
       "       'change_from_prior_day': -946,\n",
       "       'seven_day_change_percent': -10.3,\n",
       "       'seven_day_average': 47501}},\n",
       "     'in_icu': {'currently': {'value': 9087,\n",
       "       'calculated': {'population_percent': 0.0027,\n",
       "        'change_from_prior_day': -190,\n",
       "        'seven_day_change_percent': -6,\n",
       "        'seven_day_average': 9294}}},\n",
       "     'on_ventilator': {'currently': {'value': 2526,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': -29,\n",
       "        'seven_day_change_percent': -1.6,\n",
       "        'seven_day_average': 2531}}}},\n",
       "    'death': {'total': {'value': 161470,\n",
       "      'calculated': {'population_percent': 0.0488,\n",
       "       'change_from_prior_day': 1227,\n",
       "       'seven_day_change_percent': 4.9,\n",
       "       'seven_day_average': 157789}}}}},\n",
       "  {'date': '2020-08-14',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5264322,\n",
       "     'calculated': {'population_percent': 1.5914,\n",
       "      'change_from_prior_day': 57101,\n",
       "      'seven_day_change_percent': 7.5}}},\n",
       "   'testing': {'total': {'value': 72371796,\n",
       "     'calculated': {'population_percent': 21.8783,\n",
       "      'change_from_prior_day': 990725,\n",
       "      'seven_day_change_percent': 8.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 45868,\n",
       "      'calculated': {'population_percent': 0.0139,\n",
       "       'change_from_prior_day': -1435,\n",
       "       'seven_day_change_percent': -10.6,\n",
       "       'seven_day_average': 48237}},\n",
       "     'in_icu': {'currently': {'value': 9277,\n",
       "       'calculated': {'population_percent': 0.0028,\n",
       "        'change_from_prior_day': -203,\n",
       "        'seven_day_change_percent': -4.3,\n",
       "        'seven_day_average': 9376}}},\n",
       "     'on_ventilator': {'currently': {'value': 2555,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': -19,\n",
       "        'seven_day_change_percent': -2.8,\n",
       "        'seven_day_average': 2536}}}},\n",
       "    'death': {'total': {'value': 160243,\n",
       "      'calculated': {'population_percent': 0.0484,\n",
       "       'change_from_prior_day': 1226,\n",
       "       'seven_day_change_percent': 4.8,\n",
       "       'seven_day_average': 156717}}}}},\n",
       "  {'date': '2020-08-13',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5207221,\n",
       "     'calculated': {'population_percent': 1.5742,\n",
       "      'change_from_prior_day': 51763,\n",
       "      'seven_day_change_percent': 7.6}}},\n",
       "   'testing': {'total': {'value': 71381071,\n",
       "     'calculated': {'population_percent': 21.5788,\n",
       "      'change_from_prior_day': 954412,\n",
       "      'seven_day_change_percent': 8.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 47303,\n",
       "      'calculated': {'population_percent': 0.0143,\n",
       "       'change_from_prior_day': -764,\n",
       "       'seven_day_change_percent': -11.1,\n",
       "       'seven_day_average': 49017}},\n",
       "     'in_icu': {'currently': {'value': 9480,\n",
       "       'calculated': {'population_percent': 0.0029,\n",
       "        'change_from_prior_day': -84,\n",
       "        'seven_day_change_percent': -5.2,\n",
       "        'seven_day_average': 9436}}},\n",
       "     'on_ventilator': {'currently': {'value': 2574,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': -28,\n",
       "        'seven_day_change_percent': -5.2,\n",
       "        'seven_day_average': 2547}}}},\n",
       "    'death': {'total': {'value': 159017,\n",
       "      'calculated': {'population_percent': 0.0481,\n",
       "       'change_from_prior_day': 1163,\n",
       "       'seven_day_change_percent': 4.9,\n",
       "       'seven_day_average': 155665}}}}},\n",
       "  {'date': '2020-08-12',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5155458,\n",
       "     'calculated': {'population_percent': 1.5585,\n",
       "      'change_from_prior_day': 56186,\n",
       "      'seven_day_change_percent': 7.8}}},\n",
       "   'testing': {'total': {'value': 70426659,\n",
       "     'calculated': {'population_percent': 21.2903,\n",
       "      'change_from_prior_day': 813796,\n",
       "      'seven_day_change_percent': 8.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 48067,\n",
       "      'calculated': {'population_percent': 0.0145,\n",
       "       'change_from_prior_day': -533,\n",
       "       'seven_day_change_percent': -10,\n",
       "       'seven_day_average': 49862}},\n",
       "     'in_icu': {'currently': {'value': 9564,\n",
       "       'calculated': {'population_percent': 0.0029,\n",
       "        'change_from_prior_day': 429,\n",
       "        'seven_day_change_percent': -4.2,\n",
       "        'seven_day_average': 9510}}},\n",
       "     'on_ventilator': {'currently': {'value': 2602,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': 180,\n",
       "        'seven_day_change_percent': -4.4,\n",
       "        'seven_day_average': 2567}}}},\n",
       "    'death': {'total': {'value': 157854,\n",
       "      'calculated': {'population_percent': 0.0477,\n",
       "       'change_from_prior_day': 1517,\n",
       "       'seven_day_change_percent': 5,\n",
       "       'seven_day_average': 154600}}}}},\n",
       "  {'date': '2020-08-11',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5099272,\n",
       "     'calculated': {'population_percent': 1.5415,\n",
       "      'change_from_prior_day': 54935,\n",
       "      'seven_day_change_percent': 7.8}}},\n",
       "   'testing': {'total': {'value': 69612863,\n",
       "     'calculated': {'population_percent': 21.0442,\n",
       "      'change_from_prior_day': 845183,\n",
       "      'seven_day_change_percent': 9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 48600,\n",
       "      'calculated': {'population_percent': 0.0147,\n",
       "       'change_from_prior_day': -151,\n",
       "       'seven_day_change_percent': -9.1,\n",
       "       'seven_day_average': 50629}},\n",
       "     'in_icu': {'currently': {'value': 9135,\n",
       "       'calculated': {'population_percent': 0.0028,\n",
       "        'change_from_prior_day': -74,\n",
       "        'seven_day_change_percent': -10.5,\n",
       "        'seven_day_average': 9571}}},\n",
       "     'on_ventilator': {'currently': {'value': 2422,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': -107,\n",
       "        'seven_day_change_percent': -10.3,\n",
       "        'seven_day_average': 2584}}}},\n",
       "    'death': {'total': {'value': 156337,\n",
       "      'calculated': {'population_percent': 0.0473,\n",
       "       'change_from_prior_day': 1320,\n",
       "       'seven_day_change_percent': 5,\n",
       "       'seven_day_average': 153523}}}}},\n",
       "  {'date': '2020-08-10',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5044337,\n",
       "     'calculated': {'population_percent': 1.5249,\n",
       "      'change_from_prior_day': 41370,\n",
       "      'seven_day_change_percent': 7.8}}},\n",
       "   'testing': {'total': {'value': 68767680,\n",
       "     'calculated': {'population_percent': 20.7887,\n",
       "      'change_from_prior_day': 741379,\n",
       "      'seven_day_change_percent': 9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 48751,\n",
       "      'calculated': {'population_percent': 0.0147,\n",
       "       'change_from_prior_day': -246,\n",
       "       'seven_day_change_percent': -8.9,\n",
       "       'seven_day_average': 51319}},\n",
       "     'in_icu': {'currently': {'value': 9209,\n",
       "       'calculated': {'population_percent': 0.0028,\n",
       "        'change_from_prior_day': -98,\n",
       "        'seven_day_change_percent': -10,\n",
       "        'seven_day_average': 9724}}},\n",
       "     'on_ventilator': {'currently': {'value': 2529,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': 22,\n",
       "        'seven_day_change_percent': -5.1,\n",
       "        'seven_day_average': 2624}}}},\n",
       "    'death': {'total': {'value': 155017,\n",
       "      'calculated': {'population_percent': 0.0469,\n",
       "       'change_from_prior_day': 430,\n",
       "       'seven_day_change_percent': 4.9,\n",
       "       'seven_day_average': 152469}}}}},\n",
       "  {'date': '2020-08-09',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 5002967,\n",
       "     'calculated': {'population_percent': 1.5124,\n",
       "      'change_from_prior_day': 50766,\n",
       "      'seven_day_change_percent': 7.9}}},\n",
       "   'testing': {'total': {'value': 68026301,\n",
       "     'calculated': {'population_percent': 20.5646,\n",
       "      'change_from_prior_day': 803537,\n",
       "      'seven_day_change_percent': 9.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 48997,\n",
       "      'calculated': {'population_percent': 0.0148,\n",
       "       'change_from_prior_day': -1074,\n",
       "       'seven_day_change_percent': -9.4,\n",
       "       'seven_day_average': 52000}},\n",
       "     'in_icu': {'currently': {'value': 9307,\n",
       "       'calculated': {'population_percent': 0.0028,\n",
       "        'change_from_prior_day': -355,\n",
       "        'seven_day_change_percent': -10.6,\n",
       "        'seven_day_average': 9870}}},\n",
       "     'on_ventilator': {'currently': {'value': 2507,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': -59,\n",
       "        'seven_day_change_percent': -5.2,\n",
       "        'seven_day_average': 2643}}}},\n",
       "    'death': {'total': {'value': 154587,\n",
       "      'calculated': {'population_percent': 0.0467,\n",
       "       'change_from_prior_day': 621,\n",
       "       'seven_day_change_percent': 5,\n",
       "       'seven_day_average': 151427}}}}},\n",
       "  {'date': '2020-08-08',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 4952201,\n",
       "     'calculated': {'population_percent': 1.4971,\n",
       "      'change_from_prior_day': 53529,\n",
       "      'seven_day_change_percent': 8}}},\n",
       "   'testing': {'total': {'value': 67222764,\n",
       "     'calculated': {'population_percent': 20.3217,\n",
       "      'change_from_prior_day': 789814,\n",
       "      'seven_day_change_percent': 9.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 50071,\n",
       "      'calculated': {'population_percent': 0.0151,\n",
       "       'change_from_prior_day': -1256,\n",
       "       'seven_day_change_percent': -8.2,\n",
       "       'seven_day_average': 52730}},\n",
       "     'in_icu': {'currently': {'value': 9662,\n",
       "       'calculated': {'population_percent': 0.0029,\n",
       "        'change_from_prior_day': -36,\n",
       "        'seven_day_change_percent': -7.5,\n",
       "        'seven_day_average': 10028}}},\n",
       "     'on_ventilator': {'currently': {'value': 2566,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': -62,\n",
       "        'seven_day_change_percent': -4.9,\n",
       "        'seven_day_average': 2663}}}},\n",
       "    'death': {'total': {'value': 153966,\n",
       "      'calculated': {'population_percent': 0.0465,\n",
       "       'change_from_prior_day': 1086,\n",
       "       'seven_day_change_percent': 4.9,\n",
       "       'seven_day_average': 150372}}}}},\n",
       "  {'date': '2020-08-07',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 4898672,\n",
       "     'calculated': {'population_percent': 1.4809,\n",
       "      'change_from_prior_day': 60823,\n",
       "      'seven_day_change_percent': 8.3}}},\n",
       "   'testing': {'total': {'value': 66432950,\n",
       "     'calculated': {'population_percent': 20.0829,\n",
       "      'change_from_prior_day': 890426,\n",
       "      'seven_day_change_percent': 9.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 51327,\n",
       "      'calculated': {'population_percent': 0.0155,\n",
       "       'change_from_prior_day': -1892,\n",
       "       'seven_day_change_percent': -7.9,\n",
       "       'seven_day_average': 53371}},\n",
       "     'in_icu': {'currently': {'value': 9698,\n",
       "       'calculated': {'population_percent': 0.0029,\n",
       "        'change_from_prior_day': -298,\n",
       "        'seven_day_change_percent': -7.4,\n",
       "        'seven_day_average': 10141}}},\n",
       "     'on_ventilator': {'currently': {'value': 2628,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': -86,\n",
       "        'seven_day_change_percent': -2.7,\n",
       "        'seven_day_average': 2682}}}},\n",
       "    'death': {'total': {'value': 152880,\n",
       "      'calculated': {'population_percent': 0.0462,\n",
       "       'change_from_prior_day': 1323,\n",
       "       'seven_day_change_percent': 5.1,\n",
       "       'seven_day_average': 149335}}}}},\n",
       "  {'date': '2020-08-06',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 4837849,\n",
       "     'calculated': {'population_percent': 1.4625,\n",
       "      'change_from_prior_day': 54048,\n",
       "      'seven_day_change_percent': 8.6}}},\n",
       "   'testing': {'total': {'value': 65542524,\n",
       "     'calculated': {'population_percent': 19.8138,\n",
       "      'change_from_prior_day': 848687,\n",
       "      'seven_day_change_percent': 9.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 53219,\n",
       "      'calculated': {'population_percent': 0.0161,\n",
       "       'change_from_prior_day': -216,\n",
       "       'seven_day_change_percent': -5.9,\n",
       "       'seven_day_average': 53998}},\n",
       "     'in_icu': {'currently': {'value': 9996,\n",
       "       'calculated': {'population_percent': 0.003,\n",
       "        'change_from_prior_day': 8,\n",
       "        'seven_day_change_percent': -5,\n",
       "        'seven_day_average': 10252}}},\n",
       "     'on_ventilator': {'currently': {'value': 2714,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': -7,\n",
       "        'seven_day_change_percent': -1.7,\n",
       "        'seven_day_average': 2692}}}},\n",
       "    'death': {'total': {'value': 151557,\n",
       "      'calculated': {'population_percent': 0.0458,\n",
       "       'change_from_prior_day': 1241,\n",
       "       'seven_day_change_percent': 5.1,\n",
       "       'seven_day_average': 148282}}}}},\n",
       "  {'date': '2020-08-05',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 4783801,\n",
       "     'calculated': {'population_percent': 1.4462,\n",
       "      'change_from_prior_day': 52698,\n",
       "      'seven_day_change_percent': 9.1}}},\n",
       "   'testing': {'total': {'value': 64693837,\n",
       "     'calculated': {'population_percent': 19.5572,\n",
       "      'change_from_prior_day': 816864,\n",
       "      'seven_day_change_percent': 9.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 53435,\n",
       "      'calculated': {'population_percent': 0.0162,\n",
       "       'change_from_prior_day': -1,\n",
       "       'seven_day_change_percent': -6.9,\n",
       "       'seven_day_average': 54477}},\n",
       "     'in_icu': {'currently': {'value': 9988,\n",
       "       'calculated': {'population_percent': 0.003,\n",
       "        'change_from_prior_day': -219,\n",
       "        'seven_day_change_percent': -5.2,\n",
       "        'seven_day_average': 10326}}},\n",
       "     'on_ventilator': {'currently': {'value': 2721,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': 20,\n",
       "        'seven_day_change_percent': -1.8,\n",
       "        'seven_day_average': 2699}}}},\n",
       "    'death': {'total': {'value': 150316,\n",
       "      'calculated': {'population_percent': 0.0454,\n",
       "       'change_from_prior_day': 1355,\n",
       "       'seven_day_change_percent': 5.2,\n",
       "       'seven_day_average': 147228}}}}},\n",
       "  {'date': '2020-08-04',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 4731103,\n",
       "     'calculated': {'population_percent': 1.4302,\n",
       "      'change_from_prior_day': 51198,\n",
       "      'seven_day_change_percent': 9.5}}},\n",
       "   'testing': {'total': {'value': 63876973,\n",
       "     'calculated': {'population_percent': 19.3103,\n",
       "      'change_from_prior_day': 806693,\n",
       "      'seven_day_change_percent': 10.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 53436,\n",
       "      'calculated': {'population_percent': 0.0162,\n",
       "       'change_from_prior_day': -81,\n",
       "       'seven_day_change_percent': -6.6,\n",
       "       'seven_day_average': 55047}},\n",
       "     'in_icu': {'currently': {'value': 10207,\n",
       "       'calculated': {'population_percent': 0.0031,\n",
       "        'change_from_prior_day': -26,\n",
       "        'seven_day_change_percent': -2.4,\n",
       "        'seven_day_average': 10405}}},\n",
       "     'on_ventilator': {'currently': {'value': 2701,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': 37,\n",
       "        'seven_day_change_percent': -1.7,\n",
       "        'seven_day_average': 2706}}}},\n",
       "    'death': {'total': {'value': 148961,\n",
       "      'calculated': {'population_percent': 0.045,\n",
       "       'change_from_prior_day': 1241,\n",
       "       'seven_day_change_percent': 5.3,\n",
       "       'seven_day_average': 146173}}}}},\n",
       "  {'date': '2020-08-03',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 4679905,\n",
       "     'calculated': {'population_percent': 1.4148,\n",
       "      'change_from_prior_day': 42738,\n",
       "      'seven_day_change_percent': 9.8}}},\n",
       "   'testing': {'total': {'value': 63070280,\n",
       "     'calculated': {'population_percent': 19.0664,\n",
       "      'change_from_prior_day': 712084,\n",
       "      'seven_day_change_percent': 10.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 53517,\n",
       "      'calculated': {'population_percent': 0.0162,\n",
       "       'change_from_prior_day': -589,\n",
       "       'seven_day_change_percent': -9.3,\n",
       "       'seven_day_average': 55582}},\n",
       "     'in_icu': {'currently': {'value': 10233,\n",
       "       'calculated': {'population_percent': 0.0031,\n",
       "        'change_from_prior_day': -182,\n",
       "        'seven_day_change_percent': -0.9,\n",
       "        'seven_day_average': 10441}}},\n",
       "     'on_ventilator': {'currently': {'value': 2664,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': 19,\n",
       "        'seven_day_change_percent': -2.2,\n",
       "        'seven_day_average': 2713}}}},\n",
       "    'death': {'total': {'value': 147720,\n",
       "      'calculated': {'population_percent': 0.0447,\n",
       "       'change_from_prior_day': 516,\n",
       "       'seven_day_change_percent': 5.3,\n",
       "       'seven_day_average': 145097}}}}},\n",
       "  {'date': '2020-08-02',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 4637167,\n",
       "     'calculated': {'population_percent': 1.4018,\n",
       "      'change_from_prior_day': 53301,\n",
       "      'seven_day_change_percent': 10.2}}},\n",
       "   'testing': {'total': {'value': 62358196,\n",
       "     'calculated': {'population_percent': 18.8511,\n",
       "      'change_from_prior_day': 790665,\n",
       "      'seven_day_change_percent': 10.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 54106,\n",
       "      'calculated': {'population_percent': 0.0164,\n",
       "       'change_from_prior_day': -448,\n",
       "       'seven_day_change_percent': -7.9,\n",
       "       'seven_day_average': 56364}},\n",
       "     'in_icu': {'currently': {'value': 10415,\n",
       "       'calculated': {'population_percent': 0.0031,\n",
       "        'change_from_prior_day': -35,\n",
       "        'seven_day_change_percent': 0.6,\n",
       "        'seven_day_average': 10455}}},\n",
       "     'on_ventilator': {'currently': {'value': 2645,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': -53,\n",
       "        'seven_day_change_percent': -2.9,\n",
       "        'seven_day_average': 2721}}}},\n",
       "    'death': {'total': {'value': 147204,\n",
       "      'calculated': {'population_percent': 0.0445,\n",
       "       'change_from_prior_day': 496,\n",
       "       'seven_day_change_percent': 5.7,\n",
       "       'seven_day_average': 144039}}}}},\n",
       "  {'date': '2020-08-01',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 4583866,\n",
       "     'calculated': {'population_percent': 1.3857,\n",
       "      'change_from_prior_day': 60679,\n",
       "      'seven_day_change_percent': 10.5}}},\n",
       "   'testing': {'total': {'value': 61567531,\n",
       "     'calculated': {'population_percent': 18.6121,\n",
       "      'change_from_prior_day': 817592,\n",
       "      'seven_day_change_percent': 10.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 54554,\n",
       "      'calculated': {'population_percent': 0.0165,\n",
       "       'change_from_prior_day': -1167,\n",
       "       'seven_day_change_percent': -8.1,\n",
       "       'seven_day_average': 57024}},\n",
       "     'in_icu': {'currently': {'value': 10450,\n",
       "       'calculated': {'population_percent': 0.0032,\n",
       "        'change_from_prior_day': -23,\n",
       "        'seven_day_change_percent': 0.7,\n",
       "        'seven_day_average': 10446}}},\n",
       "     'on_ventilator': {'currently': {'value': 2698,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': -3,\n",
       "        'seven_day_change_percent': -1.1,\n",
       "        'seven_day_average': 2732}}}},\n",
       "    'death': {'total': {'value': 146708,\n",
       "      'calculated': {'population_percent': 0.0444,\n",
       "       'change_from_prior_day': 1201,\n",
       "       'seven_day_change_percent': 5.8,\n",
       "       'seven_day_average': 142903}}}}},\n",
       "  {'date': '2020-07-31',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 4523187,\n",
       "     'calculated': {'population_percent': 1.3674,\n",
       "      'change_from_prior_day': 67827,\n",
       "      'seven_day_change_percent': 10.8}}},\n",
       "   'testing': {'total': {'value': 60749939,\n",
       "     'calculated': {'population_percent': 18.3649,\n",
       "      'change_from_prior_day': 988464,\n",
       "      'seven_day_change_percent': 11.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 55721,\n",
       "      'calculated': {'population_percent': 0.0168,\n",
       "       'change_from_prior_day': -850,\n",
       "       'seven_day_change_percent': -6.8,\n",
       "       'seven_day_average': 57714}},\n",
       "     'in_icu': {'currently': {'value': 10473,\n",
       "       'calculated': {'population_percent': 0.0032,\n",
       "        'change_from_prior_day': -46,\n",
       "        'seven_day_change_percent': 0.8,\n",
       "        'seven_day_average': 10436}}},\n",
       "     'on_ventilator': {'currently': {'value': 2701,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': -61,\n",
       "        'seven_day_change_percent': -0.3,\n",
       "        'seven_day_average': 2737}}}},\n",
       "    'death': {'total': {'value': 145507,\n",
       "      'calculated': {'population_percent': 0.044,\n",
       "       'change_from_prior_day': 1328,\n",
       "       'seven_day_change_percent': 5.7,\n",
       "       'seven_day_average': 141758}}}}},\n",
       "  {'date': '2020-07-30',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 4455360,\n",
       "     'calculated': {'population_percent': 1.3469,\n",
       "      'change_from_prior_day': 68961,\n",
       "      'seven_day_change_percent': 11.1}}},\n",
       "   'testing': {'total': {'value': 59761475,\n",
       "     'calculated': {'population_percent': 18.0661,\n",
       "      'change_from_prior_day': 887682,\n",
       "      'seven_day_change_percent': 11.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 56571,\n",
       "      'calculated': {'population_percent': 0.0171,\n",
       "       'change_from_prior_day': -851,\n",
       "       'seven_day_change_percent': -5.5,\n",
       "       'seven_day_average': 58297}},\n",
       "     'in_icu': {'currently': {'value': 10519,\n",
       "       'calculated': {'population_percent': 0.0032,\n",
       "        'change_from_prior_day': -16,\n",
       "        'seven_day_change_percent': 0.9,\n",
       "        'seven_day_average': 10424}}},\n",
       "     'on_ventilator': {'currently': {'value': 2762,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': -9,\n",
       "        'seven_day_change_percent': 12,\n",
       "        'seven_day_average': 2738}}}},\n",
       "    'death': {'total': {'value': 144179,\n",
       "      'calculated': {'population_percent': 0.0436,\n",
       "       'change_from_prior_day': 1248,\n",
       "       'seven_day_change_percent': 5.6,\n",
       "       'seven_day_average': 140639}}}}},\n",
       "  {'date': '2020-07-29',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 4386399,\n",
       "     'calculated': {'population_percent': 1.326,\n",
       "      'change_from_prior_day': 64143,\n",
       "      'seven_day_change_percent': 11.4}}},\n",
       "   'testing': {'total': {'value': 58873793,\n",
       "     'calculated': {'population_percent': 17.7978,\n",
       "      'change_from_prior_day': 908717,\n",
       "      'seven_day_change_percent': 11.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 57422,\n",
       "      'calculated': {'population_percent': 0.0174,\n",
       "       'change_from_prior_day': 237,\n",
       "       'seven_day_change_percent': -3.9,\n",
       "       'seven_day_average': 58767}},\n",
       "     'in_icu': {'currently': {'value': 10535,\n",
       "       'calculated': {'population_percent': 0.0032,\n",
       "        'change_from_prior_day': 72,\n",
       "        'seven_day_change_percent': 0.7,\n",
       "        'seven_day_average': 10410}}},\n",
       "     'on_ventilator': {'currently': {'value': 2771,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': 23,\n",
       "        'seven_day_change_percent': 13.4,\n",
       "        'seven_day_average': 2696}}}},\n",
       "    'death': {'total': {'value': 142931,\n",
       "      'calculated': {'population_percent': 0.0432,\n",
       "       'change_from_prior_day': 1503,\n",
       "       'seven_day_change_percent': 5.5,\n",
       "       'seven_day_average': 139542}}}}},\n",
       "  {'date': '2020-07-28',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 4322256,\n",
       "     'calculated': {'population_percent': 1.3066,\n",
       "      'change_from_prior_day': 58457,\n",
       "      'seven_day_change_percent': 11.8}}},\n",
       "   'testing': {'total': {'value': 57965076,\n",
       "     'calculated': {'population_percent': 17.5231,\n",
       "      'change_from_prior_day': 842374,\n",
       "      'seven_day_change_percent': 12}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 57185,\n",
       "      'calculated': {'population_percent': 0.0173,\n",
       "       'change_from_prior_day': -1802,\n",
       "       'seven_day_change_percent': -3.9,\n",
       "       'seven_day_average': 59100}},\n",
       "     'in_icu': {'currently': {'value': 10463,\n",
       "       'calculated': {'population_percent': 0.0032,\n",
       "        'change_from_prior_day': 135,\n",
       "        'seven_day_change_percent': 55.8,\n",
       "        'seven_day_average': 10399}}},\n",
       "     'on_ventilator': {'currently': {'value': 2748,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': 25,\n",
       "        'seven_day_change_percent': 13.8,\n",
       "        'seven_day_average': 2649}}}},\n",
       "    'death': {'total': {'value': 141428,\n",
       "      'calculated': {'population_percent': 0.0428,\n",
       "       'change_from_prior_day': 1111,\n",
       "       'seven_day_change_percent': 5.3,\n",
       "       'seven_day_average': 138471}}}}},\n",
       "  {'date': '2020-07-27',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 4263799,\n",
       "     'calculated': {'population_percent': 1.289,\n",
       "      'change_from_prior_day': 54479,\n",
       "      'seven_day_change_percent': 12.1}}},\n",
       "   'testing': {'total': {'value': 57122702,\n",
       "     'calculated': {'population_percent': 17.2684,\n",
       "      'change_from_prior_day': 768987,\n",
       "      'seven_day_change_percent': 12.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 58987,\n",
       "      'calculated': {'population_percent': 0.0178,\n",
       "       'change_from_prior_day': 256,\n",
       "       'seven_day_change_percent': 0.8,\n",
       "       'seven_day_average': 59428}},\n",
       "     'in_icu': {'currently': {'value': 10328,\n",
       "       'calculated': {'population_percent': 0.0031,\n",
       "        'change_from_prior_day': -25,\n",
       "        'seven_day_change_percent': 57.7,\n",
       "        'seven_day_average': 9864}}},\n",
       "     'on_ventilator': {'currently': {'value': 2723,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': 0,\n",
       "        'seven_day_change_percent': 13.3,\n",
       "        'seven_day_average': 2601}}}},\n",
       "    'death': {'total': {'value': 140317,\n",
       "      'calculated': {'population_percent': 0.0424,\n",
       "       'change_from_prior_day': 1066,\n",
       "       'seven_day_change_percent': 5.3,\n",
       "       'seven_day_average': 137450}}}}},\n",
       "  {'date': '2020-07-26',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 4209320,\n",
       "     'calculated': {'population_percent': 1.2725,\n",
       "      'change_from_prior_day': 60768,\n",
       "      'seven_day_change_percent': 12.3}}},\n",
       "   'testing': {'total': {'value': 56353715,\n",
       "     'calculated': {'population_percent': 17.0359,\n",
       "      'change_from_prior_day': 859179,\n",
       "      'seven_day_change_percent': 12.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 58731,\n",
       "      'calculated': {'population_percent': 0.0178,\n",
       "       'change_from_prior_day': -651,\n",
       "       'seven_day_change_percent': 1.2,\n",
       "       'seven_day_average': 59361}},\n",
       "     'in_icu': {'currently': {'value': 10353,\n",
       "       'calculated': {'population_percent': 0.0031,\n",
       "        'change_from_prior_day': -27,\n",
       "        'seven_day_change_percent': 62.2,\n",
       "        'seven_day_average': 9325}}},\n",
       "     'on_ventilator': {'currently': {'value': 2723,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': -6,\n",
       "        'seven_day_change_percent': 15.3,\n",
       "        'seven_day_average': 2556}}}},\n",
       "    'death': {'total': {'value': 139251,\n",
       "      'calculated': {'population_percent': 0.0421,\n",
       "       'change_from_prior_day': 561,\n",
       "       'seven_day_change_percent': 4.8,\n",
       "       'seven_day_average': 136439}}}}},\n",
       "  {'date': '2020-07-25',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 4148552,\n",
       "     'calculated': {'population_percent': 1.2541,\n",
       "      'change_from_prior_day': 64845,\n",
       "      'seven_day_change_percent': 12.6}}},\n",
       "   'testing': {'total': {'value': 55494536,\n",
       "     'calculated': {'population_percent': 16.7762,\n",
       "      'change_from_prior_day': 882389,\n",
       "      'seven_day_change_percent': 12.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 59382,\n",
       "      'calculated': {'population_percent': 0.018,\n",
       "       'change_from_prior_day': -418,\n",
       "       'seven_day_change_percent': 2.7,\n",
       "       'seven_day_average': 59264}},\n",
       "     'in_icu': {'currently': {'value': 10380,\n",
       "       'calculated': {'population_percent': 0.0031,\n",
       "        'change_from_prior_day': -9,\n",
       "        'seven_day_change_percent': 62.3,\n",
       "        'seven_day_average': 8758}}},\n",
       "     'on_ventilator': {'currently': {'value': 2729,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': 20,\n",
       "        'seven_day_change_percent': 16.5,\n",
       "        'seven_day_average': 2504}}}},\n",
       "    'death': {'total': {'value': 138690,\n",
       "      'calculated': {'population_percent': 0.0419,\n",
       "       'change_from_prior_day': 1014,\n",
       "       'seven_day_change_percent': 4.8,\n",
       "       'seven_day_average': 135527}}}}},\n",
       "  {'date': '2020-07-24',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 4083707,\n",
       "     'calculated': {'population_percent': 1.2345,\n",
       "      'change_from_prior_day': 75061,\n",
       "      'seven_day_change_percent': 12.8}}},\n",
       "   'testing': {'total': {'value': 54612147,\n",
       "     'calculated': {'population_percent': 16.5095,\n",
       "      'change_from_prior_day': 1007671,\n",
       "      'seven_day_change_percent': 12.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 59800,\n",
       "      'calculated': {'population_percent': 0.0181,\n",
       "       'change_from_prior_day': -60,\n",
       "       'seven_day_change_percent': 3.3,\n",
       "       'seven_day_average': 59041}},\n",
       "     'in_icu': {'currently': {'value': 10389,\n",
       "       'calculated': {'population_percent': 0.0031,\n",
       "        'change_from_prior_day': -34,\n",
       "        'seven_day_change_percent': 61,\n",
       "        'seven_day_average': 8189}}},\n",
       "     'on_ventilator': {'currently': {'value': 2709,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': 242,\n",
       "        'seven_day_change_percent': 15.2,\n",
       "        'seven_day_average': 2449}}}},\n",
       "    'death': {'total': {'value': 137676,\n",
       "      'calculated': {'population_percent': 0.0416,\n",
       "       'change_from_prior_day': 1175,\n",
       "       'seven_day_change_percent': 4.7,\n",
       "       'seven_day_average': 134619}}}}},\n",
       "  {'date': '2020-07-23',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 4008646,\n",
       "     'calculated': {'population_percent': 1.2118,\n",
       "      'change_from_prior_day': 71436,\n",
       "      'seven_day_change_percent': 13.2}}},\n",
       "   'testing': {'total': {'value': 53604476,\n",
       "     'calculated': {'population_percent': 16.2048,\n",
       "      'change_from_prior_day': 929251,\n",
       "      'seven_day_change_percent': 12.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 59860,\n",
       "      'calculated': {'population_percent': 0.0181,\n",
       "       'change_from_prior_day': 102,\n",
       "       'seven_day_change_percent': 3.9,\n",
       "       'seven_day_average': 58765}},\n",
       "     'in_icu': {'currently': {'value': 10423,\n",
       "       'calculated': {'population_percent': 0.0032,\n",
       "        'change_from_prior_day': -37,\n",
       "        'seven_day_change_percent': 64.2,\n",
       "        'seven_day_average': 7626}}},\n",
       "     'on_ventilator': {'currently': {'value': 2467,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 23,\n",
       "        'seven_day_change_percent': 6.6,\n",
       "        'seven_day_average': 2398}}}},\n",
       "    'death': {'total': {'value': 136501,\n",
       "      'calculated': {'population_percent': 0.0413,\n",
       "       'change_from_prior_day': 1070,\n",
       "       'seven_day_change_percent': 4.6,\n",
       "       'seven_day_average': 133731}}}}},\n",
       "  {'date': '2020-07-22',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 3937210,\n",
       "     'calculated': {'population_percent': 1.1902,\n",
       "      'change_from_prior_day': 69422,\n",
       "      'seven_day_change_percent': 13.4}}},\n",
       "   'testing': {'total': {'value': 52675225,\n",
       "     'calculated': {'population_percent': 15.9239,\n",
       "      'change_from_prior_day': 901870,\n",
       "      'seven_day_change_percent': 12.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 59758,\n",
       "      'calculated': {'population_percent': 0.0181,\n",
       "       'change_from_prior_day': 282,\n",
       "       'seven_day_change_percent': 6.1,\n",
       "       'seven_day_average': 58443}},\n",
       "     'in_icu': {'currently': {'value': 10460,\n",
       "       'calculated': {'population_percent': 0.0032,\n",
       "        'change_from_prior_day': 3743,\n",
       "        'seven_day_change_percent': 65.3,\n",
       "        'seven_day_average': 7044}}},\n",
       "     'on_ventilator': {'currently': {'value': 2444,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 30,\n",
       "        'seven_day_change_percent': 5.3,\n",
       "        'seven_day_average': 2376}}}},\n",
       "    'death': {'total': {'value': 135431,\n",
       "      'calculated': {'population_percent': 0.0409,\n",
       "       'change_from_prior_day': 1149,\n",
       "       'seven_day_change_percent': 4.5,\n",
       "       'seven_day_average': 132877}}}}},\n",
       "  {'date': '2020-07-21',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 3867788,\n",
       "     'calculated': {'population_percent': 1.1692,\n",
       "      'change_from_prior_day': 62920,\n",
       "      'seven_day_change_percent': 13.7}}},\n",
       "   'testing': {'total': {'value': 51773355,\n",
       "     'calculated': {'population_percent': 15.6513,\n",
       "      'change_from_prior_day': 833566,\n",
       "      'seven_day_change_percent': 13.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 59476,\n",
       "      'calculated': {'population_percent': 0.018,\n",
       "       'change_from_prior_day': 958,\n",
       "       'seven_day_change_percent': 6.8,\n",
       "       'seven_day_average': 57954}},\n",
       "     'in_icu': {'currently': {'value': 6717,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': 166,\n",
       "        'seven_day_change_percent': 7.7,\n",
       "        'seven_day_average': 6454}}},\n",
       "     'on_ventilator': {'currently': {'value': 2414,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 11,\n",
       "        'seven_day_change_percent': 6.7,\n",
       "        'seven_day_average': 2359}}}},\n",
       "    'death': {'total': {'value': 134282,\n",
       "      'calculated': {'population_percent': 0.0406,\n",
       "       'change_from_prior_day': 1041,\n",
       "       'seven_day_change_percent': 4.3,\n",
       "       'seven_day_average': 132042}}}}},\n",
       "  {'date': '2020-07-20',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 3804868,\n",
       "     'calculated': {'population_percent': 1.1502,\n",
       "      'change_from_prior_day': 56663,\n",
       "      'seven_day_change_percent': 13.8}}},\n",
       "   'testing': {'total': {'value': 50939789,\n",
       "     'calculated': {'population_percent': 15.3993,\n",
       "      'change_from_prior_day': 737209,\n",
       "      'seven_day_change_percent': 13.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 58518,\n",
       "      'calculated': {'population_percent': 0.0177,\n",
       "       'change_from_prior_day': 466,\n",
       "       'seven_day_change_percent': 8.1,\n",
       "       'seven_day_average': 57412}},\n",
       "     'in_icu': {'currently': {'value': 6551,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': 167,\n",
       "        'seven_day_change_percent': 8,\n",
       "        'seven_day_average': 6385}}},\n",
       "     'on_ventilator': {'currently': {'value': 2403,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 41,\n",
       "        'seven_day_change_percent': 6.6,\n",
       "        'seven_day_average': 2337}}}},\n",
       "    'death': {'total': {'value': 133241,\n",
       "      'calculated': {'population_percent': 0.0403,\n",
       "       'change_from_prior_day': 376,\n",
       "       'seven_day_change_percent': 4.1,\n",
       "       'seven_day_average': 131247}}}}},\n",
       "  {'date': '2020-07-19',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 3748205,\n",
       "     'calculated': {'population_percent': 1.1331,\n",
       "      'change_from_prior_day': 64230,\n",
       "      'seven_day_change_percent': 14}}},\n",
       "   'testing': {'total': {'value': 50202580,\n",
       "     'calculated': {'population_percent': 15.1764,\n",
       "      'change_from_prior_day': 789513,\n",
       "      'seven_day_change_percent': 13.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 58052,\n",
       "      'calculated': {'population_percent': 0.0175,\n",
       "       'change_from_prior_day': 230,\n",
       "       'seven_day_change_percent': 9.8,\n",
       "       'seven_day_average': 56783}},\n",
       "     'in_icu': {'currently': {'value': 6384,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': -13,\n",
       "        'seven_day_change_percent': 7.7,\n",
       "        'seven_day_average': 6316}}},\n",
       "     'on_ventilator': {'currently': {'value': 2362,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 19,\n",
       "        'seven_day_change_percent': 8.2,\n",
       "        'seven_day_average': 2316}}}},\n",
       "    'death': {'total': {'value': 132865,\n",
       "      'calculated': {'population_percent': 0.0402,\n",
       "       'change_from_prior_day': 527,\n",
       "       'seven_day_change_percent': 4.1,\n",
       "       'seven_day_average': 130495}}}}},\n",
       "  {'date': '2020-07-18',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 3683975,\n",
       "     'calculated': {'population_percent': 1.1137,\n",
       "      'change_from_prior_day': 64750,\n",
       "      'seven_day_change_percent': 14.2}}},\n",
       "   'testing': {'total': {'value': 49413067,\n",
       "     'calculated': {'population_percent': 14.9378,\n",
       "      'change_from_prior_day': 869668,\n",
       "      'seven_day_change_percent': 14}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 57822,\n",
       "      'calculated': {'population_percent': 0.0175,\n",
       "       'change_from_prior_day': -49,\n",
       "       'seven_day_change_percent': 11.2,\n",
       "       'seven_day_average': 56042}},\n",
       "     'in_icu': {'currently': {'value': 6397,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': -54,\n",
       "        'seven_day_change_percent': 7.7,\n",
       "        'seven_day_average': 6251}}},\n",
       "     'on_ventilator': {'currently': {'value': 2343,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': -9,\n",
       "        'seven_day_change_percent': 8,\n",
       "        'seven_day_average': 2290}}}},\n",
       "    'death': {'total': {'value': 132338,\n",
       "      'calculated': {'population_percent': 0.04,\n",
       "       'change_from_prior_day': 876,\n",
       "       'seven_day_change_percent': 4.1,\n",
       "       'seven_day_average': 129750}}}}},\n",
       "  {'date': '2020-07-17',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 3619225,\n",
       "     'calculated': {'population_percent': 1.0941,\n",
       "      'change_from_prior_day': 76524,\n",
       "      'seven_day_change_percent': 14.4}}},\n",
       "   'testing': {'total': {'value': 48543399,\n",
       "     'calculated': {'population_percent': 14.6749,\n",
       "      'change_from_prior_day': 943532,\n",
       "      'seven_day_change_percent': 14.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 57871,\n",
       "      'calculated': {'population_percent': 0.0175,\n",
       "       'change_from_prior_day': 269,\n",
       "       'seven_day_change_percent': 11.9,\n",
       "       'seven_day_average': 55207}},\n",
       "     'in_icu': {'currently': {'value': 6451,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': 102,\n",
       "        'seven_day_change_percent': 9.4,\n",
       "        'seven_day_average': 6185}}},\n",
       "     'on_ventilator': {'currently': {'value': 2352,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 38,\n",
       "        'seven_day_change_percent': 7.3,\n",
       "        'seven_day_average': 2265}}}},\n",
       "    'death': {'total': {'value': 131462,\n",
       "      'calculated': {'population_percent': 0.0397,\n",
       "       'change_from_prior_day': 939,\n",
       "       'seven_day_change_percent': 4,\n",
       "       'seven_day_average': 129013}}}}},\n",
       "  {'date': '2020-07-16',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 3542701,\n",
       "     'calculated': {'population_percent': 1.071,\n",
       "      'change_from_prior_day': 70489,\n",
       "      'seven_day_change_percent': 14.4}}},\n",
       "   'testing': {'total': {'value': 47599867,\n",
       "     'calculated': {'population_percent': 14.3896,\n",
       "      'change_from_prior_day': 948000,\n",
       "      'seven_day_change_percent': 14.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 57602,\n",
       "      'calculated': {'population_percent': 0.0174,\n",
       "       'change_from_prior_day': 1262,\n",
       "       'seven_day_change_percent': 30.8,\n",
       "       'seven_day_average': 54329}},\n",
       "     'in_icu': {'currently': {'value': 6349,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': 21,\n",
       "        'seven_day_change_percent': 8.7,\n",
       "        'seven_day_average': 6107}}},\n",
       "     'on_ventilator': {'currently': {'value': 2314,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': -8,\n",
       "        'seven_day_change_percent': 8.7,\n",
       "        'seven_day_average': 2242}}}},\n",
       "    'death': {'total': {'value': 130523,\n",
       "      'calculated': {'population_percent': 0.0395,\n",
       "       'change_from_prior_day': 941,\n",
       "       'seven_day_change_percent': 3.9,\n",
       "       'seven_day_average': 128293}}}}},\n",
       "  {'date': '2020-07-15',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 3472212,\n",
       "     'calculated': {'population_percent': 1.0497,\n",
       "      'change_from_prior_day': 69373,\n",
       "      'seven_day_change_percent': 14.3}}},\n",
       "   'testing': {'total': {'value': 46651867,\n",
       "     'calculated': {'population_percent': 14.103,\n",
       "      'change_from_prior_day': 913964,\n",
       "      'seven_day_change_percent': 14.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 56340,\n",
       "      'calculated': {'population_percent': 0.017,\n",
       "       'change_from_prior_day': 662,\n",
       "       'seven_day_change_percent': 30.4,\n",
       "       'seven_day_average': 52393}},\n",
       "     'in_icu': {'currently': {'value': 6328,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': 90,\n",
       "        'seven_day_change_percent': 7.8,\n",
       "        'seven_day_average': 6034}}},\n",
       "     'on_ventilator': {'currently': {'value': 2322,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 59,\n",
       "        'seven_day_change_percent': 7.2,\n",
       "        'seven_day_average': 2216}}}},\n",
       "    'death': {'total': {'value': 129582,\n",
       "      'calculated': {'population_percent': 0.0392,\n",
       "       'change_from_prior_day': 863,\n",
       "       'seven_day_change_percent': 3.9,\n",
       "       'seven_day_average': 127587}}}}},\n",
       "  {'date': '2020-07-14',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 3402839,\n",
       "     'calculated': {'population_percent': 1.0287,\n",
       "      'change_from_prior_day': 58609,\n",
       "      'seven_day_change_percent': 14.4}}},\n",
       "   'testing': {'total': {'value': 45737903,\n",
       "     'calculated': {'population_percent': 13.8267,\n",
       "      'change_from_prior_day': 835205,\n",
       "      'seven_day_change_percent': 14.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 55678,\n",
       "      'calculated': {'population_percent': 0.0168,\n",
       "       'change_from_prior_day': 1560,\n",
       "       'seven_day_change_percent': 32.7,\n",
       "       'seven_day_average': 50517}},\n",
       "     'in_icu': {'currently': {'value': 6238,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': 175,\n",
       "        'seven_day_change_percent': 6.9,\n",
       "        'seven_day_average': 5969}}},\n",
       "     'on_ventilator': {'currently': {'value': 2263,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 9,\n",
       "        'seven_day_change_percent': 7.7,\n",
       "        'seven_day_average': 2194}}}},\n",
       "    'death': {'total': {'value': 128719,\n",
       "      'calculated': {'population_percent': 0.0389,\n",
       "       'change_from_prior_day': 741,\n",
       "       'seven_day_change_percent': 3.9,\n",
       "       'seven_day_average': 126893}}}}},\n",
       "  {'date': '2020-07-13',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 3344230,\n",
       "     'calculated': {'population_percent': 1.011,\n",
       "      'change_from_prior_day': 57160,\n",
       "      'seven_day_change_percent': 14.4}}},\n",
       "   'testing': {'total': {'value': 44902698,\n",
       "     'calculated': {'population_percent': 13.5743,\n",
       "      'change_from_prior_day': 764696,\n",
       "      'seven_day_change_percent': 14.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 54118,\n",
       "      'calculated': {'population_percent': 0.0164,\n",
       "       'change_from_prior_day': 1258,\n",
       "       'seven_day_change_percent': 35.4,\n",
       "       'seven_day_average': 48556}},\n",
       "     'in_icu': {'currently': {'value': 6063,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': 133,\n",
       "        'seven_day_change_percent': 6.8,\n",
       "        'seven_day_average': 5912}}},\n",
       "     'on_ventilator': {'currently': {'value': 2254,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 72,\n",
       "        'seven_day_change_percent': 7.1,\n",
       "        'seven_day_average': 2171}}}},\n",
       "    'death': {'total': {'value': 127978,\n",
       "      'calculated': {'population_percent': 0.0387,\n",
       "       'change_from_prior_day': 329,\n",
       "       'seven_day_change_percent': 4.1,\n",
       "       'seven_day_average': 126204}}}}},\n",
       "  {'date': '2020-07-12',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 3287070,\n",
       "     'calculated': {'population_percent': 0.9937,\n",
       "      'change_from_prior_day': 61605,\n",
       "      'seven_day_change_percent': 14.1}}},\n",
       "   'testing': {'total': {'value': 44138002,\n",
       "     'calculated': {'population_percent': 13.3431,\n",
       "      'change_from_prior_day': 796940,\n",
       "      'seven_day_change_percent': 14.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 52860,\n",
       "      'calculated': {'population_percent': 0.016,\n",
       "       'change_from_prior_day': 878,\n",
       "       'seven_day_change_percent': 36,\n",
       "       'seven_day_average': 46533}},\n",
       "     'in_icu': {'currently': {'value': 5930,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': -9,\n",
       "        'seven_day_change_percent': 4.9,\n",
       "        'seven_day_average': 5857}}},\n",
       "     'on_ventilator': {'currently': {'value': 2182,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 13,\n",
       "        'seven_day_change_percent': 4.9,\n",
       "        'seven_day_average': 2149}}}},\n",
       "    'death': {'total': {'value': 127649,\n",
       "      'calculated': {'population_percent': 0.0386,\n",
       "       'change_from_prior_day': 472,\n",
       "       'seven_day_change_percent': 4,\n",
       "       'seven_day_average': 125493}}}}},\n",
       "  {'date': '2020-07-11',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 3225465,\n",
       "     'calculated': {'population_percent': 0.9751,\n",
       "      'change_from_prior_day': 62569,\n",
       "      'seven_day_change_percent': 13.7}}},\n",
       "   'testing': {'total': {'value': 43341062,\n",
       "     'calculated': {'population_percent': 13.1022,\n",
       "      'change_from_prior_day': 836027,\n",
       "      'seven_day_change_percent': 14.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 51982,\n",
       "      'calculated': {'population_percent': 0.0157,\n",
       "       'change_from_prior_day': 258,\n",
       "       'seven_day_change_percent': 35.8,\n",
       "       'seven_day_average': 44535}},\n",
       "     'in_icu': {'currently': {'value': 5939,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': 40,\n",
       "        'seven_day_change_percent': 5.4,\n",
       "        'seven_day_average': 5817}}},\n",
       "     'on_ventilator': {'currently': {'value': 2169,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': -23,\n",
       "        'seven_day_change_percent': 9.4,\n",
       "        'seven_day_average': 2135}}}},\n",
       "    'death': {'total': {'value': 127177,\n",
       "      'calculated': {'population_percent': 0.0384,\n",
       "       'change_from_prior_day': 755,\n",
       "       'seven_day_change_percent': 3.8,\n",
       "       'seven_day_average': 124794}}}}},\n",
       "  {'date': '2020-07-10',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 3162896,\n",
       "     'calculated': {'population_percent': 0.9562,\n",
       "      'change_from_prior_day': 67111,\n",
       "      'seven_day_change_percent': 13.7}}},\n",
       "   'testing': {'total': {'value': 42505035,\n",
       "     'calculated': {'population_percent': 12.8494,\n",
       "      'change_from_prior_day': 912598,\n",
       "      'seven_day_change_percent': 14.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 51724,\n",
       "      'calculated': {'population_percent': 0.0156,\n",
       "       'change_from_prior_day': 7673,\n",
       "       'seven_day_change_percent': 36.4,\n",
       "       'seven_day_average': 42578}},\n",
       "     'in_icu': {'currently': {'value': 5899,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': 56,\n",
       "        'seven_day_change_percent': 5.4,\n",
       "        'seven_day_average': 5774}}},\n",
       "     'on_ventilator': {'currently': {'value': 2192,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 63,\n",
       "        'seven_day_change_percent': 7,\n",
       "        'seven_day_average': 2108}}}},\n",
       "    'death': {'total': {'value': 126422,\n",
       "      'calculated': {'population_percent': 0.0382,\n",
       "       'change_from_prior_day': 839,\n",
       "       'seven_day_change_percent': 3.4,\n",
       "       'seven_day_average': 124133}}}}},\n",
       "  {'date': '2020-07-09',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 3095785,\n",
       "     'calculated': {'population_percent': 0.9359,\n",
       "      'change_from_prior_day': 59062,\n",
       "      'seven_day_change_percent': 13.5}}},\n",
       "   'testing': {'total': {'value': 41592437,\n",
       "     'calculated': {'population_percent': 12.5736,\n",
       "      'change_from_prior_day': 846616,\n",
       "      'seven_day_change_percent': 14.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 44051,\n",
       "      'calculated': {'population_percent': 0.0133,\n",
       "       'change_from_prior_day': 844,\n",
       "       'seven_day_change_percent': 17,\n",
       "       'seven_day_average': 40607}},\n",
       "     'in_icu': {'currently': {'value': 5843,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': -29,\n",
       "        'seven_day_change_percent': 3.7,\n",
       "        'seven_day_average': 5731}}},\n",
       "     'on_ventilator': {'currently': {'value': 2129,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': -38,\n",
       "        'seven_day_change_percent': 1.2,\n",
       "        'seven_day_average': 2088}}}},\n",
       "    'death': {'total': {'value': 125583,\n",
       "      'calculated': {'population_percent': 0.038,\n",
       "       'change_from_prior_day': 863,\n",
       "       'seven_day_change_percent': 3.2,\n",
       "       'seven_day_average': 123538}}}}},\n",
       "  {'date': '2020-07-08',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 3036723,\n",
       "     'calculated': {'population_percent': 0.918,\n",
       "      'change_from_prior_day': 62813,\n",
       "      'seven_day_change_percent': 13.6}}},\n",
       "   'testing': {'total': {'value': 40745821,\n",
       "     'calculated': {'population_percent': 12.3176,\n",
       "      'change_from_prior_day': 780578,\n",
       "      'seven_day_change_percent': 14.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 43207,\n",
       "      'calculated': {'population_percent': 0.0131,\n",
       "       'change_from_prior_day': 1258,\n",
       "       'seven_day_change_percent': 18.3,\n",
       "       'seven_day_average': 39692}},\n",
       "     'in_icu': {'currently': {'value': 5872,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': 34,\n",
       "        'seven_day_change_percent': 6.9,\n",
       "        'seven_day_average': 5701}}},\n",
       "     'on_ventilator': {'currently': {'value': 2167,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 65,\n",
       "        'seven_day_change_percent': 3.2,\n",
       "        'seven_day_average': 2084}}}},\n",
       "    'death': {'total': {'value': 124720,\n",
       "      'calculated': {'population_percent': 0.0377,\n",
       "       'change_from_prior_day': 819,\n",
       "       'seven_day_change_percent': 3.1,\n",
       "       'seven_day_average': 122976}}}}},\n",
       "  {'date': '2020-07-07',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2973910,\n",
       "     'calculated': {'population_percent': 0.899,\n",
       "      'change_from_prior_day': 50990,\n",
       "      'seven_day_change_percent': 13.4}}},\n",
       "   'testing': {'total': {'value': 39965243,\n",
       "     'calculated': {'population_percent': 12.0817,\n",
       "      'change_from_prior_day': 742033,\n",
       "      'seven_day_change_percent': 14.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 41949,\n",
       "      'calculated': {'population_percent': 0.0127,\n",
       "       'change_from_prior_day': 1989,\n",
       "       'seven_day_change_percent': 18.7,\n",
       "       'seven_day_average': 38737}},\n",
       "     'in_icu': {'currently': {'value': 5838,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': 160,\n",
       "        'seven_day_change_percent': 7.6,\n",
       "        'seven_day_average': 5647}}},\n",
       "     'on_ventilator': {'currently': {'value': 2102,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': -2,\n",
       "        'seven_day_change_percent': 2.8,\n",
       "        'seven_day_average': 2074}}}},\n",
       "    'death': {'total': {'value': 123901,\n",
       "      'calculated': {'population_percent': 0.0375,\n",
       "       'change_from_prior_day': 905,\n",
       "       'seven_day_change_percent': 3,\n",
       "       'seven_day_average': 122438}}}}},\n",
       "  {'date': '2020-07-06',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2922920,\n",
       "     'calculated': {'population_percent': 0.8836,\n",
       "      'change_from_prior_day': 40925,\n",
       "      'seven_day_change_percent': 13.5}}},\n",
       "   'testing': {'total': {'value': 39223210,\n",
       "     'calculated': {'population_percent': 11.8573,\n",
       "      'change_from_prior_day': 650829,\n",
       "      'seven_day_change_percent': 14.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 39960,\n",
       "      'calculated': {'population_percent': 0.0121,\n",
       "       'change_from_prior_day': 1088,\n",
       "       'seven_day_change_percent': 18.4,\n",
       "       'seven_day_average': 37793}},\n",
       "     'in_icu': {'currently': {'value': 5678,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': 25,\n",
       "        'seven_day_change_percent': 5.4,\n",
       "        'seven_day_average': 5588}}},\n",
       "     'on_ventilator': {'currently': {'value': 2104,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': 24,\n",
       "        'seven_day_change_percent': 4.1,\n",
       "        'seven_day_average': 2066}}}},\n",
       "    'death': {'total': {'value': 122996,\n",
       "      'calculated': {'population_percent': 0.0372,\n",
       "       'change_from_prior_day': 237,\n",
       "       'seven_day_change_percent': 2.8,\n",
       "       'seven_day_average': 121917}}}}},\n",
       "  {'date': '2020-07-05',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2881995,\n",
       "     'calculated': {'population_percent': 0.8712,\n",
       "      'change_from_prior_day': 45334,\n",
       "      'seven_day_change_percent': 13.6}}},\n",
       "   'testing': {'total': {'value': 38572381,\n",
       "     'calculated': {'population_percent': 11.6606,\n",
       "      'change_from_prior_day': 620599,\n",
       "      'seven_day_change_percent': 14.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 38872,\n",
       "      'calculated': {'population_percent': 0.0118,\n",
       "       'change_from_prior_day': 591,\n",
       "       'seven_day_change_percent': 19.3,\n",
       "       'seven_day_average': 36904}},\n",
       "     'in_icu': {'currently': {'value': 5653,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': 20,\n",
       "        'seven_day_change_percent': 7.6,\n",
       "        'seven_day_average': 5547}}},\n",
       "     'on_ventilator': {'currently': {'value': 2080,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': 98,\n",
       "        'seven_day_change_percent': 0.1,\n",
       "        'seven_day_average': 2054}}}},\n",
       "    'death': {'total': {'value': 122759,\n",
       "      'calculated': {'population_percent': 0.0371,\n",
       "       'change_from_prior_day': 209,\n",
       "       'seven_day_change_percent': 2.9,\n",
       "       'seven_day_average': 121442}}}}},\n",
       "  {'date': '2020-07-04',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2836661,\n",
       "     'calculated': {'population_percent': 0.8575,\n",
       "      'change_from_prior_day': 54881,\n",
       "      'seven_day_change_percent': 13.7}}},\n",
       "   'testing': {'total': {'value': 37951782,\n",
       "     'calculated': {'population_percent': 11.473,\n",
       "      'change_from_prior_day': 690846,\n",
       "      'seven_day_change_percent': 15.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 38281,\n",
       "      'calculated': {'population_percent': 0.0116,\n",
       "       'change_from_prior_day': 354,\n",
       "       'seven_day_change_percent': 17.5,\n",
       "       'seven_day_average': 36005}},\n",
       "     'in_icu': {'currently': {'value': 5633,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': 36,\n",
       "        'seven_day_change_percent': 6,\n",
       "        'seven_day_average': 5489}}},\n",
       "     'on_ventilator': {'currently': {'value': 1982,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': -67,\n",
       "        'seven_day_change_percent': -8.2,\n",
       "        'seven_day_average': 2054}}}},\n",
       "    'death': {'total': {'value': 122550,\n",
       "      'calculated': {'population_percent': 0.037,\n",
       "       'change_from_prior_day': 296,\n",
       "       'seven_day_change_percent': 2.9,\n",
       "       'seven_day_average': 120954}}}}},\n",
       "  {'date': '2020-07-03',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2781780,\n",
       "     'calculated': {'population_percent': 0.8409,\n",
       "      'change_from_prior_day': 54199,\n",
       "      'seven_day_change_percent': 13.5}}},\n",
       "   'testing': {'total': {'value': 37260936,\n",
       "     'calculated': {'population_percent': 11.2641,\n",
       "      'change_from_prior_day': 796182,\n",
       "      'seven_day_change_percent': 15.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 37927,\n",
       "      'calculated': {'population_percent': 0.0115,\n",
       "       'change_from_prior_day': 281,\n",
       "       'seven_day_change_percent': 19.1,\n",
       "       'seven_day_average': 35188}},\n",
       "     'in_icu': {'currently': {'value': 5597,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': -39,\n",
       "        'seven_day_change_percent': 5.8,\n",
       "        'seven_day_average': 5444}}},\n",
       "     'on_ventilator': {'currently': {'value': 2049,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': -55,\n",
       "        'seven_day_change_percent': -1,\n",
       "        'seven_day_average': 2079}}}},\n",
       "    'death': {'total': {'value': 122254,\n",
       "      'calculated': {'population_percent': 0.037,\n",
       "       'change_from_prior_day': 603,\n",
       "       'seven_day_change_percent': 3.1,\n",
       "       'seven_day_average': 120456}}}}},\n",
       "  {'date': '2020-07-02',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2727581,\n",
       "     'calculated': {'population_percent': 0.8246,\n",
       "      'change_from_prior_day': 53511,\n",
       "      'seven_day_change_percent': 13.3}}},\n",
       "   'testing': {'total': {'value': 36464754,\n",
       "     'calculated': {'population_percent': 11.0234,\n",
       "      'change_from_prior_day': 774335,\n",
       "      'seven_day_change_percent': 15.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 37646,\n",
       "      'calculated': {'population_percent': 0.0114,\n",
       "       'change_from_prior_day': 1120,\n",
       "       'seven_day_change_percent': 17.9,\n",
       "       'seven_day_average': 34320}},\n",
       "     'in_icu': {'currently': {'value': 5636,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': 144,\n",
       "        'seven_day_change_percent': 6,\n",
       "        'seven_day_average': 5400}}},\n",
       "     'on_ventilator': {'currently': {'value': 2104,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': 5,\n",
       "        'seven_day_change_percent': -5,\n",
       "        'seven_day_average': 2082}}}},\n",
       "    'death': {'total': {'value': 121651,\n",
       "      'calculated': {'population_percent': 0.0368,\n",
       "       'change_from_prior_day': 699,\n",
       "       'seven_day_change_percent': 3.1,\n",
       "       'seven_day_average': 119928}}}}},\n",
       "  {'date': '2020-07-01',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2674070,\n",
       "     'calculated': {'population_percent': 0.8084,\n",
       "      'change_from_prior_day': 51046,\n",
       "      'seven_day_change_percent': 12.9}}},\n",
       "   'testing': {'total': {'value': 35690419,\n",
       "     'calculated': {'population_percent': 10.7894,\n",
       "      'change_from_prior_day': 729493,\n",
       "      'seven_day_change_percent': 16.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 36526,\n",
       "      'calculated': {'population_percent': 0.011,\n",
       "       'change_from_prior_day': 1189,\n",
       "       'seven_day_change_percent': 16.8,\n",
       "       'seven_day_average': 33503}},\n",
       "     'in_icu': {'currently': {'value': 5492,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': 66,\n",
       "        'seven_day_change_percent': 3.8,\n",
       "        'seven_day_average': 5355}}},\n",
       "     'on_ventilator': {'currently': {'value': 2099,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': 55,\n",
       "        'seven_day_change_percent': -6.6,\n",
       "        'seven_day_average': 2098}}}},\n",
       "    'death': {'total': {'value': 120952,\n",
       "      'calculated': {'population_percent': 0.0366,\n",
       "       'change_from_prior_day': 698,\n",
       "       'seven_day_change_percent': 3.1,\n",
       "       'seven_day_average': 119398}}}}},\n",
       "  {'date': '2020-06-30',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2623024,\n",
       "     'calculated': {'population_percent': 0.793,\n",
       "      'change_from_prior_day': 47010,\n",
       "      'seven_day_change_percent': 12.6}}},\n",
       "   'testing': {'total': {'value': 34960926,\n",
       "     'calculated': {'population_percent': 10.5688,\n",
       "      'change_from_prior_day': 710726,\n",
       "      'seven_day_change_percent': 15.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 35337,\n",
       "      'calculated': {'population_percent': 0.0107,\n",
       "       'change_from_prior_day': 1595,\n",
       "       'seven_day_change_percent': 16.4,\n",
       "       'seven_day_average': 32752}},\n",
       "     'in_icu': {'currently': {'value': 5426,\n",
       "       'calculated': {'population_percent': 0.0016,\n",
       "        'change_from_prior_day': 37,\n",
       "        'seven_day_change_percent': 0.6,\n",
       "        'seven_day_average': 5326}}},\n",
       "     'on_ventilator': {'currently': {'value': 2044,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': 23,\n",
       "        'seven_day_change_percent': -10.8,\n",
       "        'seven_day_average': 2119}}}},\n",
       "    'death': {'total': {'value': 120254,\n",
       "      'calculated': {'population_percent': 0.0364,\n",
       "       'change_from_prior_day': 579,\n",
       "       'seven_day_change_percent': 3.1,\n",
       "       'seven_day_average': 118875}}}}},\n",
       "  {'date': '2020-06-29',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2576014,\n",
       "     'calculated': {'population_percent': 0.7787,\n",
       "      'change_from_prior_day': 39398,\n",
       "      'seven_day_change_percent': 12.2}}},\n",
       "   'testing': {'total': {'value': 34250200,\n",
       "     'calculated': {'population_percent': 10.354,\n",
       "      'change_from_prior_day': 661374,\n",
       "      'seven_day_change_percent': 16.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 33742,\n",
       "      'calculated': {'population_percent': 0.0102,\n",
       "       'change_from_prior_day': 1167,\n",
       "       'seven_day_change_percent': 16.5,\n",
       "       'seven_day_average': 32040}},\n",
       "     'in_icu': {'currently': {'value': 5389,\n",
       "       'calculated': {'population_percent': 0.0016,\n",
       "        'change_from_prior_day': 137,\n",
       "        'seven_day_change_percent': 1.2,\n",
       "        'seven_day_average': 5321}}},\n",
       "     'on_ventilator': {'currently': {'value': 2021,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': -56,\n",
       "        'seven_day_change_percent': -12.2,\n",
       "        'seven_day_average': 2154}}}},\n",
       "    'death': {'total': {'value': 119675,\n",
       "      'calculated': {'population_percent': 0.0362,\n",
       "       'change_from_prior_day': 336,\n",
       "       'seven_day_change_percent': 3.3,\n",
       "       'seven_day_average': 118351}}}}},\n",
       "  {'date': '2020-06-28',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2536616,\n",
       "     'calculated': {'population_percent': 0.7668,\n",
       "      'change_from_prior_day': 41745,\n",
       "      'seven_day_change_percent': 11.8}}},\n",
       "   'testing': {'total': {'value': 33588826,\n",
       "     'calculated': {'population_percent': 10.154,\n",
       "      'change_from_prior_day': 613978,\n",
       "      'seven_day_change_percent': 15.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 32575,\n",
       "      'calculated': {'population_percent': 0.0098,\n",
       "       'change_from_prior_day': 9,\n",
       "       'seven_day_change_percent': 15,\n",
       "       'seven_day_average': 31357}},\n",
       "     'in_icu': {'currently': {'value': 5252,\n",
       "       'calculated': {'population_percent': 0.0016,\n",
       "        'change_from_prior_day': -62,\n",
       "        'seven_day_change_percent': 1.1,\n",
       "        'seven_day_average': 5312}}},\n",
       "     'on_ventilator': {'currently': {'value': 2077,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': -82,\n",
       "        'seven_day_change_percent': -10.5,\n",
       "        'seven_day_average': 2194}}}},\n",
       "    'death': {'total': {'value': 119339,\n",
       "      'calculated': {'population_percent': 0.0361,\n",
       "       'change_from_prior_day': 273,\n",
       "       'seven_day_change_percent': 3.3,\n",
       "       'seven_day_average': 117807}}}}},\n",
       "  {'date': '2020-06-27',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2494871,\n",
       "     'calculated': {'population_percent': 0.7542,\n",
       "      'change_from_prior_day': 43058,\n",
       "      'seven_day_change_percent': 11.4}}},\n",
       "   'testing': {'total': {'value': 32974848,\n",
       "     'calculated': {'population_percent': 9.9684,\n",
       "      'change_from_prior_day': 721135,\n",
       "      'seven_day_change_percent': 15.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 32566,\n",
       "      'calculated': {'population_percent': 0.0098,\n",
       "       'change_from_prior_day': 716,\n",
       "       'seven_day_change_percent': 16,\n",
       "       'seven_day_average': 30750}},\n",
       "     'in_icu': {'currently': {'value': 5314,\n",
       "       'calculated': {'population_percent': 0.0016,\n",
       "        'change_from_prior_day': 24,\n",
       "        'seven_day_change_percent': 1.6,\n",
       "        'seven_day_average': 5304}}},\n",
       "     'on_ventilator': {'currently': {'value': 2159,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 90,\n",
       "        'seven_day_change_percent': -9.3,\n",
       "        'seven_day_average': 2229}}}},\n",
       "    'death': {'total': {'value': 119066,\n",
       "      'calculated': {'population_percent': 0.036,\n",
       "       'change_from_prior_day': 508,\n",
       "       'seven_day_change_percent': 3.3,\n",
       "       'seven_day_average': 117269}}}}},\n",
       "  {'date': '2020-06-26',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2451813,\n",
       "     'calculated': {'population_percent': 0.7412,\n",
       "      'change_from_prior_day': 44340,\n",
       "      'seven_day_change_percent': 11.1}}},\n",
       "   'testing': {'total': {'value': 32253713,\n",
       "     'calculated': {'population_percent': 9.7504,\n",
       "      'change_from_prior_day': 793454,\n",
       "      'seven_day_change_percent': 15.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 31850,\n",
       "      'calculated': {'population_percent': 0.0096,\n",
       "       'change_from_prior_day': -72,\n",
       "       'seven_day_change_percent': 11,\n",
       "       'seven_day_average': 30110}},\n",
       "     'in_icu': {'currently': {'value': 5290,\n",
       "       'calculated': {'population_percent': 0.0016,\n",
       "        'change_from_prior_day': -29,\n",
       "        'seven_day_change_percent': -0.9,\n",
       "        'seven_day_average': 5292}}},\n",
       "     'on_ventilator': {'currently': {'value': 2069,\n",
       "       'calculated': {'population_percent': 0.0006,\n",
       "        'change_from_prior_day': -145,\n",
       "        'seven_day_change_percent': -15,\n",
       "        'seven_day_average': 2261}}}},\n",
       "    'death': {'total': {'value': 118558,\n",
       "      'calculated': {'population_percent': 0.0358,\n",
       "       'change_from_prior_day': 618,\n",
       "       'seven_day_change_percent': 3.4,\n",
       "       'seven_day_average': 116729}}}}},\n",
       "  {'date': '2020-06-25',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2407473,\n",
       "     'calculated': {'population_percent': 0.7278,\n",
       "      'change_from_prior_day': 39707,\n",
       "      'seven_day_change_percent': 10.6}}},\n",
       "   'testing': {'total': {'value': 31460259,\n",
       "     'calculated': {'population_percent': 9.5106,\n",
       "      'change_from_prior_day': 715570,\n",
       "      'seven_day_change_percent': 15.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 31922,\n",
       "      'calculated': {'population_percent': 0.0097,\n",
       "       'change_from_prior_day': 652,\n",
       "       'seven_day_change_percent': 11.9,\n",
       "       'seven_day_average': 29659}},\n",
       "     'in_icu': {'currently': {'value': 5319,\n",
       "       'calculated': {'population_percent': 0.0016,\n",
       "        'change_from_prior_day': 27,\n",
       "        'seven_day_change_percent': -2.8,\n",
       "        'seven_day_average': 5298}}},\n",
       "     'on_ventilator': {'currently': {'value': 2214,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': -33,\n",
       "        'seven_day_change_percent': -12.1,\n",
       "        'seven_day_average': 2313}}}},\n",
       "    'death': {'total': {'value': 117940,\n",
       "      'calculated': {'population_percent': 0.0357,\n",
       "       'change_from_prior_day': 648,\n",
       "       'seven_day_change_percent': 3.4,\n",
       "       'seven_day_average': 116173}}}}},\n",
       "  {'date': '2020-06-24',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2367766,\n",
       "     'calculated': {'population_percent': 0.7158,\n",
       "      'change_from_prior_day': 39117,\n",
       "      'seven_day_change_percent': 10.2}}},\n",
       "   'testing': {'total': {'value': 30744689,\n",
       "     'calculated': {'population_percent': 9.2942,\n",
       "      'change_from_prior_day': 562962,\n",
       "      'seven_day_change_percent': 15.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 31270,\n",
       "      'calculated': {'population_percent': 0.0095,\n",
       "       'change_from_prior_day': 915,\n",
       "       'seven_day_change_percent': 9.2,\n",
       "       'seven_day_average': 29175}},\n",
       "     'in_icu': {'currently': {'value': 5292,\n",
       "       'calculated': {'population_percent': 0.0016,\n",
       "        'change_from_prior_day': -100,\n",
       "        'seven_day_change_percent': -5.6,\n",
       "        'seven_day_average': 5320}}},\n",
       "     'on_ventilator': {'currently': {'value': 2247,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': -45,\n",
       "        'seven_day_change_percent': -13,\n",
       "        'seven_day_average': 2356}}}},\n",
       "    'death': {'total': {'value': 117292,\n",
       "      'calculated': {'population_percent': 0.0355,\n",
       "       'change_from_prior_day': 704,\n",
       "       'seven_day_change_percent': 3.5,\n",
       "       'seven_day_average': 115612}}}}},\n",
       "  {'date': '2020-06-23',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2328649,\n",
       "     'calculated': {'population_percent': 0.704,\n",
       "      'change_from_prior_day': 33447,\n",
       "      'seven_day_change_percent': 9.6}}},\n",
       "   'testing': {'total': {'value': 30181727,\n",
       "     'calculated': {'population_percent': 9.1241,\n",
       "      'change_from_prior_day': 670015,\n",
       "      'seven_day_change_percent': 15.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 30355,\n",
       "      'calculated': {'population_percent': 0.0092,\n",
       "       'change_from_prior_day': 1392,\n",
       "       'seven_day_change_percent': 7,\n",
       "       'seven_day_average': 28801}},\n",
       "     'in_icu': {'currently': {'value': 5392,\n",
       "       'calculated': {'population_percent': 0.0016,\n",
       "        'change_from_prior_day': 67,\n",
       "        'seven_day_change_percent': -3.2,\n",
       "        'seven_day_average': 5365}}},\n",
       "     'on_ventilator': {'currently': {'value': 2292,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': -9,\n",
       "        'seven_day_change_percent': -11.5,\n",
       "        'seven_day_average': 2404}}}},\n",
       "    'death': {'total': {'value': 116588,\n",
       "      'calculated': {'population_percent': 0.0352,\n",
       "       'change_from_prior_day': 724,\n",
       "       'seven_day_change_percent': 3.6,\n",
       "       'seven_day_average': 115047}}}}},\n",
       "  {'date': '2020-06-22',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2295202,\n",
       "     'calculated': {'population_percent': 0.6938,\n",
       "      'change_from_prior_day': 26829,\n",
       "      'seven_day_change_percent': 9.2}}},\n",
       "   'testing': {'total': {'value': 29511712,\n",
       "     'calculated': {'population_percent': 8.9215,\n",
       "      'change_from_prior_day': 499163,\n",
       "      'seven_day_change_percent': 15.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 28963,\n",
       "      'calculated': {'population_percent': 0.0088,\n",
       "       'change_from_prior_day': 638,\n",
       "       'seven_day_change_percent': 3.3,\n",
       "       'seven_day_average': 28517}},\n",
       "     'in_icu': {'currently': {'value': 5325,\n",
       "       'calculated': {'population_percent': 0.0016,\n",
       "        'change_from_prior_day': 130,\n",
       "        'seven_day_change_percent': -6.6,\n",
       "        'seven_day_average': 5391}}},\n",
       "     'on_ventilator': {'currently': {'value': 2301,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': -20,\n",
       "        'seven_day_change_percent': -12.7,\n",
       "        'seven_day_average': 2447}}}},\n",
       "    'death': {'total': {'value': 115864,\n",
       "      'calculated': {'population_percent': 0.035,\n",
       "       'change_from_prior_day': 288,\n",
       "       'seven_day_change_percent': 3.6,\n",
       "       'seven_day_average': 114471}}}}},\n",
       "  {'date': '2020-06-21',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2268373,\n",
       "     'calculated': {'population_percent': 0.6857,\n",
       "      'change_from_prior_day': 29188,\n",
       "      'seven_day_change_percent': 8.9}}},\n",
       "   'testing': {'total': {'value': 29012549,\n",
       "     'calculated': {'population_percent': 8.7706,\n",
       "      'change_from_prior_day': 505598,\n",
       "      'seven_day_change_percent': 15.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 28325,\n",
       "      'calculated': {'population_percent': 0.0086,\n",
       "       'change_from_prior_day': 241,\n",
       "       'seven_day_change_percent': 1.1,\n",
       "       'seven_day_average': 28384}},\n",
       "     'in_icu': {'currently': {'value': 5195,\n",
       "       'calculated': {'population_percent': 0.0016,\n",
       "        'change_from_prior_day': -34,\n",
       "        'seven_day_change_percent': -9.6,\n",
       "        'seven_day_average': 5444}}},\n",
       "     'on_ventilator': {'currently': {'value': 2321,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': -59,\n",
       "        'seven_day_change_percent': -14.5,\n",
       "        'seven_day_average': 2495}}}},\n",
       "    'death': {'total': {'value': 115576,\n",
       "      'calculated': {'population_percent': 0.0349,\n",
       "       'change_from_prior_day': 293,\n",
       "       'seven_day_change_percent': 3.7,\n",
       "       'seven_day_average': 113895}}}}},\n",
       "  {'date': '2020-06-20',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2239185,\n",
       "     'calculated': {'population_percent': 0.6769,\n",
       "      'change_from_prior_day': 32236,\n",
       "      'seven_day_change_percent': 8.6}}},\n",
       "   'testing': {'total': {'value': 28506951,\n",
       "     'calculated': {'population_percent': 8.6178,\n",
       "      'change_from_prior_day': 611463,\n",
       "      'seven_day_change_percent': 15.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 28084,\n",
       "      'calculated': {'population_percent': 0.0085,\n",
       "       'change_from_prior_day': -609,\n",
       "       'seven_day_change_percent': -1.7,\n",
       "       'seven_day_average': 28341}},\n",
       "     'in_icu': {'currently': {'value': 5229,\n",
       "       'calculated': {'population_percent': 0.0016,\n",
       "        'change_from_prior_day': -108,\n",
       "        'seven_day_change_percent': -11.1,\n",
       "        'seven_day_average': 5524}}},\n",
       "     'on_ventilator': {'currently': {'value': 2380,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': -53,\n",
       "        'seven_day_change_percent': -12.7,\n",
       "        'seven_day_average': 2551}}}},\n",
       "    'death': {'total': {'value': 115283,\n",
       "      'calculated': {'population_percent': 0.0349,\n",
       "       'change_from_prior_day': 615,\n",
       "       'seven_day_change_percent': 3.8,\n",
       "       'seven_day_average': 113305}}}}},\n",
       "  {'date': '2020-06-19',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2206949,\n",
       "     'calculated': {'population_percent': 0.6672,\n",
       "      'change_from_prior_day': 30865,\n",
       "      'seven_day_change_percent': 8.4}}},\n",
       "   'testing': {'total': {'value': 27895488,\n",
       "     'calculated': {'population_percent': 8.4329,\n",
       "      'change_from_prior_day': 663567,\n",
       "      'seven_day_change_percent': 15.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 28693,\n",
       "      'calculated': {'population_percent': 0.0087,\n",
       "       'change_from_prior_day': 155,\n",
       "       'seven_day_change_percent': -2.1,\n",
       "       'seven_day_average': 28411}},\n",
       "     'in_icu': {'currently': {'value': 5337,\n",
       "       'calculated': {'population_percent': 0.0016,\n",
       "        'change_from_prior_day': -135,\n",
       "        'seven_day_change_percent': -11.2,\n",
       "        'seven_day_average': 5617}}},\n",
       "     'on_ventilator': {'currently': {'value': 2433,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': -85,\n",
       "        'seven_day_change_percent': -11.1,\n",
       "        'seven_day_average': 2601}}}},\n",
       "    'death': {'total': {'value': 114668,\n",
       "      'calculated': {'population_percent': 0.0347,\n",
       "       'change_from_prior_day': 652,\n",
       "       'seven_day_change_percent': 3.9,\n",
       "       'seven_day_average': 112707}}}}},\n",
       "  {'date': '2020-06-18',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2176084,\n",
       "     'calculated': {'population_percent': 0.6578,\n",
       "      'change_from_prior_day': 27042,\n",
       "      'seven_day_change_percent': 8.1}}},\n",
       "   'testing': {'total': {'value': 27231921,\n",
       "     'calculated': {'population_percent': 8.2323,\n",
       "      'change_from_prior_day': 556712,\n",
       "      'seven_day_change_percent': 15.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 28538,\n",
       "      'calculated': {'population_percent': 0.0086,\n",
       "       'change_from_prior_day': -109,\n",
       "       'seven_day_change_percent': -4.4,\n",
       "       'seven_day_average': 28499}},\n",
       "     'in_icu': {'currently': {'value': 5472,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': -136,\n",
       "        'seven_day_change_percent': -9.9,\n",
       "        'seven_day_average': 5713}}},\n",
       "     'on_ventilator': {'currently': {'value': 2518,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': -66,\n",
       "        'seven_day_change_percent': -12.7,\n",
       "        'seven_day_average': 2644}}}},\n",
       "    'death': {'total': {'value': 114016,\n",
       "      'calculated': {'population_percent': 0.0345,\n",
       "       'change_from_prior_day': 682,\n",
       "       'seven_day_change_percent': 4,\n",
       "       'seven_day_average': 112097}}}}},\n",
       "  {'date': '2020-06-17',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2149042,\n",
       "     'calculated': {'population_percent': 0.6497,\n",
       "      'change_from_prior_day': 24153,\n",
       "      'seven_day_change_percent': 7.9}}},\n",
       "   'testing': {'total': {'value': 26675209,\n",
       "     'calculated': {'population_percent': 8.064,\n",
       "      'change_from_prior_day': 561448,\n",
       "      'seven_day_change_percent': 15.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 28647,\n",
       "      'calculated': {'population_percent': 0.0087,\n",
       "       'change_from_prior_day': 277,\n",
       "       'seven_day_change_percent': -7.5,\n",
       "       'seven_day_average': 28686}},\n",
       "     'in_icu': {'currently': {'value': 5608,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': 38,\n",
       "        'seven_day_change_percent': -10.4,\n",
       "        'seven_day_average': 5799}}},\n",
       "     'on_ventilator': {'currently': {'value': 2584,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': -7,\n",
       "        'seven_day_change_percent': -14.5,\n",
       "        'seven_day_average': 2697}}}},\n",
       "    'death': {'total': {'value': 113334,\n",
       "      'calculated': {'population_percent': 0.0343,\n",
       "       'change_from_prior_day': 780,\n",
       "       'seven_day_change_percent': 4.2,\n",
       "       'seven_day_average': 111471}}}}},\n",
       "  {'date': '2020-06-16',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2124889,\n",
       "     'calculated': {'population_percent': 0.6424,\n",
       "      'change_from_prior_day': 22838,\n",
       "      'seven_day_change_percent': 7.8}}},\n",
       "   'testing': {'total': {'value': 26113761,\n",
       "     'calculated': {'population_percent': 7.8943,\n",
       "      'change_from_prior_day': 504724,\n",
       "      'seven_day_change_percent': 15.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 28370,\n",
       "      'calculated': {'population_percent': 0.0086,\n",
       "       'change_from_prior_day': 336,\n",
       "       'seven_day_change_percent': -9,\n",
       "       'seven_day_average': 29017}},\n",
       "     'in_icu': {'currently': {'value': 5570,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': -130,\n",
       "        'seven_day_change_percent': -13.7,\n",
       "        'seven_day_average': 5892}}},\n",
       "     'on_ventilator': {'currently': {'value': 2591,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': -45,\n",
       "        'seven_day_change_percent': -16.1,\n",
       "        'seven_day_average': 2759}}}},\n",
       "    'death': {'total': {'value': 112554,\n",
       "      'calculated': {'population_percent': 0.034,\n",
       "       'change_from_prior_day': 720,\n",
       "       'seven_day_change_percent': 4.4,\n",
       "       'seven_day_average': 110815}}}}},\n",
       "  {'date': '2020-06-15',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2102051,\n",
       "     'calculated': {'population_percent': 0.6355,\n",
       "      'change_from_prior_day': 18255,\n",
       "      'seven_day_change_percent': 7.6}}},\n",
       "   'testing': {'total': {'value': 25609037,\n",
       "     'calculated': {'population_percent': 7.7417,\n",
       "      'change_from_prior_day': 448011,\n",
       "      'seven_day_change_percent': 15.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 28034,\n",
       "      'calculated': {'population_percent': 0.0085,\n",
       "       'change_from_prior_day': 14,\n",
       "       'seven_day_change_percent': -9.9,\n",
       "       'seven_day_average': 29418}},\n",
       "     'in_icu': {'currently': {'value': 5700,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': -49,\n",
       "        'seven_day_change_percent': -10.9,\n",
       "        'seven_day_average': 6018}}},\n",
       "     'on_ventilator': {'currently': {'value': 2636,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': -80,\n",
       "        'seven_day_change_percent': -18.6,\n",
       "        'seven_day_average': 2830}}}},\n",
       "    'death': {'total': {'value': 111834,\n",
       "      'calculated': {'population_percent': 0.0338,\n",
       "       'change_from_prior_day': 385,\n",
       "       'seven_day_change_percent': 4.6,\n",
       "       'seven_day_average': 110142}}}}},\n",
       "  {'date': '2020-06-14',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2083796,\n",
       "     'calculated': {'population_percent': 0.6299,\n",
       "      'change_from_prior_day': 21658,\n",
       "      'seven_day_change_percent': 7.6}}},\n",
       "   'testing': {'total': {'value': 25161026,\n",
       "     'calculated': {'population_percent': 7.6063,\n",
       "      'change_from_prior_day': 477533,\n",
       "      'seven_day_change_percent': 16}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 28020,\n",
       "      'calculated': {'population_percent': 0.0085,\n",
       "       'change_from_prior_day': -558,\n",
       "       'seven_day_change_percent': -11,\n",
       "       'seven_day_average': 29857}},\n",
       "     'in_icu': {'currently': {'value': 5749,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': -134,\n",
       "        'seven_day_change_percent': -11.6,\n",
       "        'seven_day_average': 6118}}},\n",
       "     'on_ventilator': {'currently': {'value': 2716,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': -10,\n",
       "        'seven_day_change_percent': -17.6,\n",
       "        'seven_day_average': 2916}}}},\n",
       "    'death': {'total': {'value': 111449,\n",
       "      'calculated': {'population_percent': 0.0337,\n",
       "       'change_from_prior_day': 355,\n",
       "       'seven_day_change_percent': 4.9,\n",
       "       'seven_day_average': 109446}}}}},\n",
       "  {'date': '2020-06-13',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2062138,\n",
       "     'calculated': {'population_percent': 0.6234,\n",
       "      'change_from_prior_day': 25453,\n",
       "      'seven_day_change_percent': 7.5}}},\n",
       "   'testing': {'total': {'value': 24683493,\n",
       "     'calculated': {'population_percent': 7.4619,\n",
       "      'change_from_prior_day': 544608,\n",
       "      'seven_day_change_percent': 16.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 28578,\n",
       "      'calculated': {'population_percent': 0.0086,\n",
       "       'change_from_prior_day': -728,\n",
       "       'seven_day_change_percent': -10.7,\n",
       "       'seven_day_average': 30353}},\n",
       "     'in_icu': {'currently': {'value': 5883,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': -126,\n",
       "        'seven_day_change_percent': -13,\n",
       "        'seven_day_average': 6225}}},\n",
       "     'on_ventilator': {'currently': {'value': 2726,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': -12,\n",
       "        'seven_day_change_percent': -21.6,\n",
       "        'seven_day_average': 2999}}}},\n",
       "    'death': {'total': {'value': 111094,\n",
       "      'calculated': {'population_percent': 0.0336,\n",
       "       'change_from_prior_day': 694,\n",
       "       'seven_day_change_percent': 5,\n",
       "       'seven_day_average': 108708}}}}},\n",
       "  {'date': '2020-06-12',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2036685,\n",
       "     'calculated': {'population_percent': 0.6157,\n",
       "      'change_from_prior_day': 23141,\n",
       "      'seven_day_change_percent': 7.5}}},\n",
       "   'testing': {'total': {'value': 24138885,\n",
       "     'calculated': {'population_percent': 7.2973,\n",
       "      'change_from_prior_day': 623384,\n",
       "      'seven_day_change_percent': 16.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 29306,\n",
       "      'calculated': {'population_percent': 0.0089,\n",
       "       'change_from_prior_day': -544,\n",
       "       'seven_day_change_percent': -9.8,\n",
       "       'seven_day_average': 30841}},\n",
       "     'in_icu': {'currently': {'value': 6009,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': -66,\n",
       "        'seven_day_change_percent': -13.2,\n",
       "        'seven_day_average': 6351}}},\n",
       "     'on_ventilator': {'currently': {'value': 2738,\n",
       "       'calculated': {'population_percent': 0.0008,\n",
       "        'change_from_prior_day': -147,\n",
       "        'seven_day_change_percent': -22.2,\n",
       "        'seven_day_average': 3106}}}},\n",
       "    'death': {'total': {'value': 110400,\n",
       "      'calculated': {'population_percent': 0.0334,\n",
       "       'change_from_prior_day': 766,\n",
       "       'seven_day_change_percent': 5,\n",
       "       'seven_day_average': 107957}}}}},\n",
       "  {'date': '2020-06-11',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 2013544,\n",
       "     'calculated': {'population_percent': 0.6087,\n",
       "      'change_from_prior_day': 21991,\n",
       "      'seven_day_change_percent': 7.6}}},\n",
       "   'testing': {'total': {'value': 23515501,\n",
       "     'calculated': {'population_percent': 7.1088,\n",
       "      'change_from_prior_day': 484979,\n",
       "      'seven_day_change_percent': 17.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 29850,\n",
       "      'calculated': {'population_percent': 0.009,\n",
       "       'change_from_prior_day': -1111,\n",
       "       'seven_day_change_percent': -9,\n",
       "       'seven_day_average': 31297}},\n",
       "     'in_icu': {'currently': {'value': 6075,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': -181,\n",
       "        'seven_day_change_percent': -13.8,\n",
       "        'seven_day_average': 6481}}},\n",
       "     'on_ventilator': {'currently': {'value': 2885,\n",
       "       'calculated': {'population_percent': 0.0009,\n",
       "        'change_from_prior_day': -137,\n",
       "        'seven_day_change_percent': -21.2,\n",
       "        'seven_day_average': 3218}}}},\n",
       "    'death': {'total': {'value': 109634,\n",
       "      'calculated': {'population_percent': 0.0331,\n",
       "       'change_from_prior_day': 896,\n",
       "       'seven_day_change_percent': 5.1,\n",
       "       'seven_day_average': 107203}}}}},\n",
       "  {'date': '2020-06-10',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1991553,\n",
       "     'calculated': {'population_percent': 0.6021,\n",
       "      'change_from_prior_day': 20880,\n",
       "      'seven_day_change_percent': 7.6}}},\n",
       "   'testing': {'total': {'value': 23030522,\n",
       "     'calculated': {'population_percent': 6.9622,\n",
       "      'change_from_prior_day': 482620,\n",
       "      'seven_day_change_percent': 17.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 30961,\n",
       "      'calculated': {'population_percent': 0.0094,\n",
       "       'change_from_prior_day': -218,\n",
       "       'seven_day_change_percent': -6.8,\n",
       "       'seven_day_average': 31719}},\n",
       "     'in_icu': {'currently': {'value': 6256,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': -197,\n",
       "        'seven_day_change_percent': -13.5,\n",
       "        'seven_day_average': 6619}}},\n",
       "     'on_ventilator': {'currently': {'value': 3022,\n",
       "       'calculated': {'population_percent': 0.0009,\n",
       "        'change_from_prior_day': -66,\n",
       "        'seven_day_change_percent': -19.5,\n",
       "        'seven_day_average': 3329}}}},\n",
       "    'death': {'total': {'value': 108738,\n",
       "      'calculated': {'population_percent': 0.0329,\n",
       "       'change_from_prior_day': 893,\n",
       "       'seven_day_change_percent': 5.2,\n",
       "       'seven_day_average': 106439}}}}},\n",
       "  {'date': '2020-06-09',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1970673,\n",
       "     'calculated': {'population_percent': 0.5957,\n",
       "      'change_from_prior_day': 16916,\n",
       "      'seven_day_change_percent': 7.6}}},\n",
       "   'testing': {'total': {'value': 22547902,\n",
       "     'calculated': {'population_percent': 6.8163,\n",
       "      'change_from_prior_day': 454850,\n",
       "      'seven_day_change_percent': 18.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 31179,\n",
       "      'calculated': {'population_percent': 0.0094,\n",
       "       'change_from_prior_day': 74,\n",
       "       'seven_day_change_percent': -8.2,\n",
       "       'seven_day_average': 32043}},\n",
       "     'in_icu': {'currently': {'value': 6453,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': 55,\n",
       "        'seven_day_change_percent': -12.9,\n",
       "        'seven_day_average': 6758}}},\n",
       "     'on_ventilator': {'currently': {'value': 3088,\n",
       "       'calculated': {'population_percent': 0.0009,\n",
       "        'change_from_prior_day': -150,\n",
       "        'seven_day_change_percent': -19.9,\n",
       "        'seven_day_average': 3434}}}},\n",
       "    'death': {'total': {'value': 107845,\n",
       "      'calculated': {'population_percent': 0.0326,\n",
       "       'change_from_prior_day': 886,\n",
       "       'seven_day_change_percent': 5.3,\n",
       "       'seven_day_average': 105677}}}}},\n",
       "  {'date': '2020-06-08',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1953757,\n",
       "     'calculated': {'population_percent': 0.5906,\n",
       "      'change_from_prior_day': 16923,\n",
       "      'seven_day_change_percent': 7.9}}},\n",
       "   'testing': {'total': {'value': 22093052,\n",
       "     'calculated': {'population_percent': 6.6788,\n",
       "      'change_from_prior_day': 405793,\n",
       "      'seven_day_change_percent': 18.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 31105,\n",
       "      'calculated': {'population_percent': 0.0094,\n",
       "       'change_from_prior_day': -385,\n",
       "       'seven_day_change_percent': -9.4,\n",
       "       'seven_day_average': 32439}},\n",
       "     'in_icu': {'currently': {'value': 6398,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': -103,\n",
       "        'seven_day_change_percent': -15.7,\n",
       "        'seven_day_average': 6895}}},\n",
       "     'on_ventilator': {'currently': {'value': 3238,\n",
       "       'calculated': {'population_percent': 0.001,\n",
       "        'change_from_prior_day': -60,\n",
       "        'seven_day_change_percent': -18,\n",
       "        'seven_day_average': 3543}}}},\n",
       "    'death': {'total': {'value': 106959,\n",
       "      'calculated': {'population_percent': 0.0323,\n",
       "       'change_from_prior_day': 675,\n",
       "       'seven_day_change_percent': 5.4,\n",
       "       'seven_day_average': 104904}}}}},\n",
       "  {'date': '2020-06-07',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1936834,\n",
       "     'calculated': {'population_percent': 0.5855,\n",
       "      'change_from_prior_day': 19056,\n",
       "      'seven_day_change_percent': 8.1}}},\n",
       "   'testing': {'total': {'value': 21687259,\n",
       "     'calculated': {'population_percent': 6.5561,\n",
       "      'change_from_prior_day': 434862,\n",
       "      'seven_day_change_percent': 19.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 31490,\n",
       "      'calculated': {'population_percent': 0.0095,\n",
       "       'change_from_prior_day': -504,\n",
       "       'seven_day_change_percent': -9.8,\n",
       "       'seven_day_average': 32899}},\n",
       "     'in_icu': {'currently': {'value': 6501,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': -261,\n",
       "        'seven_day_change_percent': -14.7,\n",
       "        'seven_day_average': 7066}}},\n",
       "     'on_ventilator': {'currently': {'value': 3298,\n",
       "       'calculated': {'population_percent': 0.001,\n",
       "        'change_from_prior_day': -178,\n",
       "        'seven_day_change_percent': -10.1,\n",
       "        'seven_day_average': 3645}}}},\n",
       "    'death': {'total': {'value': 106284,\n",
       "      'calculated': {'population_percent': 0.0321,\n",
       "       'change_from_prior_day': 447,\n",
       "       'seven_day_change_percent': 5.5,\n",
       "       'seven_day_average': 104118}}}}},\n",
       "  {'date': '2020-06-06',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1917778,\n",
       "     'calculated': {'population_percent': 0.5798,\n",
       "      'change_from_prior_day': 22746,\n",
       "      'seven_day_change_percent': 8.4}}},\n",
       "   'testing': {'total': {'value': 21252397,\n",
       "     'calculated': {'population_percent': 6.4247,\n",
       "      'change_from_prior_day': 557957,\n",
       "      'seven_day_change_percent': 19.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 31994,\n",
       "      'calculated': {'population_percent': 0.0097,\n",
       "       'change_from_prior_day': -508,\n",
       "       'seven_day_change_percent': -10.5,\n",
       "       'seven_day_average': 33390}},\n",
       "     'in_icu': {'currently': {'value': 6762,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': -159,\n",
       "        'seven_day_change_percent': -15.1,\n",
       "        'seven_day_average': 7226}}},\n",
       "     'on_ventilator': {'currently': {'value': 3476,\n",
       "       'calculated': {'population_percent': 0.0011,\n",
       "        'change_from_prior_day': -44,\n",
       "        'seven_day_change_percent': -13.3,\n",
       "        'seven_day_average': 3698}}}},\n",
       "    'death': {'total': {'value': 105837,\n",
       "      'calculated': {'population_percent': 0.032,\n",
       "       'change_from_prior_day': 714,\n",
       "       'seven_day_change_percent': 5.7,\n",
       "       'seven_day_average': 103332}}}}},\n",
       "  {'date': '2020-06-05',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1895032,\n",
       "     'calculated': {'population_percent': 0.5729,\n",
       "      'change_from_prior_day': 23050,\n",
       "      'seven_day_change_percent': 8.5}}},\n",
       "   'testing': {'total': {'value': 20694440,\n",
       "     'calculated': {'population_percent': 6.256,\n",
       "      'change_from_prior_day': 624244,\n",
       "      'seven_day_change_percent': 19.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 32502,\n",
       "      'calculated': {'population_percent': 0.0098,\n",
       "       'change_from_prior_day': -300,\n",
       "       'seven_day_change_percent': -12,\n",
       "       'seven_day_average': 33928}},\n",
       "     'in_icu': {'currently': {'value': 6921,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': -123,\n",
       "        'seven_day_change_percent': -15.3,\n",
       "        'seven_day_average': 7397}}},\n",
       "     'on_ventilator': {'currently': {'value': 3520,\n",
       "       'calculated': {'population_percent': 0.0011,\n",
       "        'change_from_prior_day': -142,\n",
       "        'seven_day_change_percent': -12.6,\n",
       "        'seven_day_average': 3774}}}},\n",
       "    'death': {'total': {'value': 105123,\n",
       "      'calculated': {'population_percent': 0.0318,\n",
       "       'change_from_prior_day': 835,\n",
       "       'seven_day_change_percent': 6,\n",
       "       'seven_day_average': 102516}}}}},\n",
       "  {'date': '2020-06-04',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1871982,\n",
       "     'calculated': {'population_percent': 0.5659,\n",
       "      'change_from_prior_day': 20477,\n",
       "      'seven_day_change_percent': 8.7}}},\n",
       "   'testing': {'total': {'value': 20070196,\n",
       "     'calculated': {'population_percent': 6.0673,\n",
       "      'change_from_prior_day': 498869,\n",
       "      'seven_day_change_percent': 19.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 32802,\n",
       "      'calculated': {'population_percent': 0.0099,\n",
       "       'change_from_prior_day': -425,\n",
       "       'seven_day_change_percent': -13.7,\n",
       "       'seven_day_average': 34562}},\n",
       "     'in_icu': {'currently': {'value': 7044,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': -185,\n",
       "        'seven_day_change_percent': -16.1,\n",
       "        'seven_day_average': 7576}}},\n",
       "     'on_ventilator': {'currently': {'value': 3662,\n",
       "       'calculated': {'population_percent': 0.0011,\n",
       "        'change_from_prior_day': -92,\n",
       "        'seven_day_change_percent': -10.2,\n",
       "        'seven_day_average': 3846}}}},\n",
       "    'death': {'total': {'value': 104288,\n",
       "      'calculated': {'population_percent': 0.0315,\n",
       "       'change_from_prior_day': 883,\n",
       "       'seven_day_change_percent': 6.4,\n",
       "       'seven_day_average': 101670}}}}},\n",
       "  {'date': '2020-06-03',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1851505,\n",
       "     'calculated': {'population_percent': 0.5597,\n",
       "      'change_from_prior_day': 20182,\n",
       "      'seven_day_change_percent': 8.9}}},\n",
       "   'testing': {'total': {'value': 19571327,\n",
       "     'calculated': {'population_percent': 5.9165,\n",
       "      'change_from_prior_day': 504449,\n",
       "      'seven_day_change_percent': 20.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 33227,\n",
       "      'calculated': {'population_percent': 0.01,\n",
       "       'change_from_prior_day': -729,\n",
       "       'seven_day_change_percent': -13.2,\n",
       "       'seven_day_average': 35305}},\n",
       "     'in_icu': {'currently': {'value': 7229,\n",
       "       'calculated': {'population_percent': 0.0022,\n",
       "        'change_from_prior_day': -181,\n",
       "        'seven_day_change_percent': -15.5,\n",
       "        'seven_day_average': 7768}}},\n",
       "     'on_ventilator': {'currently': {'value': 3754,\n",
       "       'calculated': {'population_percent': 0.0011,\n",
       "        'change_from_prior_day': -100,\n",
       "        'seven_day_change_percent': -11.1,\n",
       "        'seven_day_average': 3906}}}},\n",
       "    'death': {'total': {'value': 103405,\n",
       "      'calculated': {'population_percent': 0.0313,\n",
       "       'change_from_prior_day': 975,\n",
       "       'seven_day_change_percent': 6.8,\n",
       "       'seven_day_average': 100776}}}}},\n",
       "  {'date': '2020-06-02',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1831323,\n",
       "     'calculated': {'population_percent': 0.5536,\n",
       "      'change_from_prior_day': 19879,\n",
       "      'seven_day_change_percent': 9}}},\n",
       "   'testing': {'total': {'value': 19066878,\n",
       "     'calculated': {'population_percent': 5.764,\n",
       "      'change_from_prior_day': 449048,\n",
       "      'seven_day_change_percent': 20.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 33956,\n",
       "      'calculated': {'population_percent': 0.0103,\n",
       "       'change_from_prior_day': -369,\n",
       "       'seven_day_change_percent': -10.1,\n",
       "       'seven_day_average': 36030}},\n",
       "     'in_icu': {'currently': {'value': 7410,\n",
       "       'calculated': {'population_percent': 0.0022,\n",
       "        'change_from_prior_day': -182,\n",
       "        'seven_day_change_percent': -13.6,\n",
       "        'seven_day_average': 7957}}},\n",
       "     'on_ventilator': {'currently': {'value': 3854,\n",
       "       'calculated': {'population_percent': 0.0012,\n",
       "        'change_from_prior_day': -96,\n",
       "        'seven_day_change_percent': -8.7,\n",
       "        'seven_day_average': 3973}}}},\n",
       "    'death': {'total': {'value': 102430,\n",
       "      'calculated': {'population_percent': 0.031,\n",
       "       'change_from_prior_day': 971,\n",
       "       'seven_day_change_percent': 7.3,\n",
       "       'seven_day_average': 99831}}}}},\n",
       "  {'date': '2020-06-01',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1811444,\n",
       "     'calculated': {'population_percent': 0.5476,\n",
       "      'change_from_prior_day': 20101,\n",
       "      'seven_day_change_percent': 8.9}}},\n",
       "   'testing': {'total': {'value': 18617830,\n",
       "     'calculated': {'population_percent': 5.6282,\n",
       "      'change_from_prior_day': 419427,\n",
       "      'seven_day_change_percent': 19.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 34325,\n",
       "      'calculated': {'population_percent': 0.0104,\n",
       "       'change_from_prior_day': -600,\n",
       "       'seven_day_change_percent': -9,\n",
       "       'seven_day_average': 36572}},\n",
       "     'in_icu': {'currently': {'value': 7592,\n",
       "       'calculated': {'population_percent': 0.0023,\n",
       "        'change_from_prior_day': -33,\n",
       "        'seven_day_change_percent': -10.3,\n",
       "        'seven_day_average': 8124}}},\n",
       "     'on_ventilator': {'currently': {'value': 3950,\n",
       "       'calculated': {'population_percent': 0.0012,\n",
       "        'change_from_prior_day': 281,\n",
       "        'seven_day_change_percent': -6.7,\n",
       "        'seven_day_average': 4025}}}},\n",
       "    'death': {'total': {'value': 101459,\n",
       "      'calculated': {'population_percent': 0.0307,\n",
       "       'change_from_prior_day': 679,\n",
       "       'seven_day_change_percent': 7,\n",
       "       'seven_day_average': 98835}}}}},\n",
       "  {'date': '2020-05-31',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1791343,\n",
       "     'calculated': {'population_percent': 0.5415,\n",
       "      'change_from_prior_day': 21641,\n",
       "      'seven_day_change_percent': 8.9}}},\n",
       "   'testing': {'total': {'value': 18198403,\n",
       "     'calculated': {'population_percent': 5.5014,\n",
       "      'change_from_prior_day': 430493,\n",
       "      'seven_day_change_percent': 20.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 34925,\n",
       "      'calculated': {'population_percent': 0.0106,\n",
       "       'change_from_prior_day': -834,\n",
       "       'seven_day_change_percent': -7.5,\n",
       "       'seven_day_average': 37054}},\n",
       "     'in_icu': {'currently': {'value': 7625,\n",
       "       'calculated': {'population_percent': 0.0023,\n",
       "        'change_from_prior_day': -335,\n",
       "        'seven_day_change_percent': -10.2,\n",
       "        'seven_day_average': 8249}}},\n",
       "     'on_ventilator': {'currently': {'value': 3669,\n",
       "       'calculated': {'population_percent': 0.0011,\n",
       "        'change_from_prior_day': -339,\n",
       "        'seven_day_change_percent': -16.2,\n",
       "        'seven_day_average': 4066}}}},\n",
       "    'death': {'total': {'value': 100780,\n",
       "      'calculated': {'population_percent': 0.0305,\n",
       "       'change_from_prior_day': 655,\n",
       "       'seven_day_change_percent': 6.9,\n",
       "       'seven_day_average': 97883}}}}},\n",
       "  {'date': '2020-05-30',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1769702,\n",
       "     'calculated': {'population_percent': 0.535,\n",
       "      'change_from_prior_day': 23596,\n",
       "      'seven_day_change_percent': 8.8}}},\n",
       "   'testing': {'total': {'value': 17767910,\n",
       "     'calculated': {'population_percent': 5.3713,\n",
       "      'change_from_prior_day': 457174,\n",
       "      'seven_day_change_percent': 20.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 35759,\n",
       "      'calculated': {'population_percent': 0.0108,\n",
       "       'change_from_prior_day': -1183,\n",
       "       'seven_day_change_percent': -7.4,\n",
       "       'seven_day_average': 37457}},\n",
       "     'in_icu': {'currently': {'value': 7960,\n",
       "       'calculated': {'population_percent': 0.0024,\n",
       "        'change_from_prior_day': -210,\n",
       "        'seven_day_change_percent': -8.9,\n",
       "        'seven_day_average': 8373}}},\n",
       "     'on_ventilator': {'currently': {'value': 4008,\n",
       "       'calculated': {'population_percent': 0.0012,\n",
       "        'change_from_prior_day': -20,\n",
       "        'seven_day_change_percent': -13.3,\n",
       "        'seven_day_average': 4167}}}},\n",
       "    'death': {'total': {'value': 100125,\n",
       "      'calculated': {'population_percent': 0.0303,\n",
       "       'change_from_prior_day': 923,\n",
       "       'seven_day_change_percent': 7,\n",
       "       'seven_day_average': 96948}}}}},\n",
       "  {'date': '2020-05-29',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1746106,\n",
       "     'calculated': {'population_percent': 0.5279,\n",
       "      'change_from_prior_day': 23618,\n",
       "      'seven_day_change_percent': 8.9}}},\n",
       "   'testing': {'total': {'value': 17310736,\n",
       "     'calculated': {'population_percent': 5.2331,\n",
       "      'change_from_prior_day': 534228,\n",
       "      'seven_day_change_percent': 21}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 36942,\n",
       "      'calculated': {'population_percent': 0.0112,\n",
       "       'change_from_prior_day': -1058,\n",
       "       'seven_day_change_percent': -7.7,\n",
       "       'seven_day_average': 37866}},\n",
       "     'in_icu': {'currently': {'value': 8170,\n",
       "       'calculated': {'population_percent': 0.0025,\n",
       "        'change_from_prior_day': -222,\n",
       "        'seven_day_change_percent': -9.6,\n",
       "        'seven_day_average': 8484}}},\n",
       "     'on_ventilator': {'currently': {'value': 4028,\n",
       "       'calculated': {'population_percent': 0.0012,\n",
       "        'change_from_prior_day': -51,\n",
       "        'seven_day_change_percent': -14.6,\n",
       "        'seven_day_average': 4255}}}},\n",
       "    'death': {'total': {'value': 99202,\n",
       "      'calculated': {'population_percent': 0.03,\n",
       "       'change_from_prior_day': 1174,\n",
       "       'seven_day_change_percent': 7.2,\n",
       "       'seven_day_average': 96009}}}}},\n",
       "  {'date': '2020-05-28',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1722488,\n",
       "     'calculated': {'population_percent': 0.5207,\n",
       "      'change_from_prior_day': 22799,\n",
       "      'seven_day_change_percent': 9.1}}},\n",
       "   'testing': {'total': {'value': 16776508,\n",
       "     'calculated': {'population_percent': 5.0716,\n",
       "      'change_from_prior_day': 493996,\n",
       "      'seven_day_change_percent': 21.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 38000,\n",
       "      'calculated': {'population_percent': 0.0115,\n",
       "       'change_from_prior_day': -300,\n",
       "       'seven_day_change_percent': -8.1,\n",
       "       'seven_day_average': 38304}},\n",
       "     'in_icu': {'currently': {'value': 8392,\n",
       "       'calculated': {'population_percent': 0.0025,\n",
       "        'change_from_prior_day': -160,\n",
       "        'seven_day_change_percent': -7.7,\n",
       "        'seven_day_average': 8609}}},\n",
       "     'on_ventilator': {'currently': {'value': 4079,\n",
       "       'calculated': {'population_percent': 0.0012,\n",
       "        'change_from_prior_day': -144,\n",
       "        'seven_day_change_percent': -16.3,\n",
       "        'seven_day_average': 4353}}}},\n",
       "    'death': {'total': {'value': 98028,\n",
       "      'calculated': {'population_percent': 0.0296,\n",
       "       'change_from_prior_day': 1235,\n",
       "       'seven_day_change_percent': 7.5,\n",
       "       'seven_day_average': 95052}}}}},\n",
       "  {'date': '2020-05-27',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1699689,\n",
       "     'calculated': {'population_percent': 0.5138,\n",
       "      'change_from_prior_day': 19172,\n",
       "      'seven_day_change_percent': 9.5}}},\n",
       "   'testing': {'total': {'value': 16282512,\n",
       "     'calculated': {'population_percent': 4.9223,\n",
       "      'change_from_prior_day': 416554,\n",
       "      'seven_day_change_percent': 22}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 38300,\n",
       "      'calculated': {'population_percent': 0.0116,\n",
       "       'change_from_prior_day': 549,\n",
       "       'seven_day_change_percent': -8.5,\n",
       "       'seven_day_average': 38784}},\n",
       "     'in_icu': {'currently': {'value': 8552,\n",
       "       'calculated': {'population_percent': 0.0026,\n",
       "        'change_from_prior_day': -28,\n",
       "        'seven_day_change_percent': -10.2,\n",
       "        'seven_day_average': 8709}}},\n",
       "     'on_ventilator': {'currently': {'value': 4223,\n",
       "       'calculated': {'population_percent': 0.0013,\n",
       "        'change_from_prior_day': 2,\n",
       "        'seven_day_change_percent': -13.9,\n",
       "        'seven_day_average': 4466}}}},\n",
       "    'death': {'total': {'value': 96793,\n",
       "      'calculated': {'population_percent': 0.0293,\n",
       "       'change_from_prior_day': 1335,\n",
       "       'seven_day_change_percent': 7.7,\n",
       "       'seven_day_average': 94080}}}}},\n",
       "  {'date': '2020-05-26',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1680517,\n",
       "     'calculated': {'population_percent': 0.508,\n",
       "      'change_from_prior_day': 16690,\n",
       "      'seven_day_change_percent': 9.7}}},\n",
       "   'testing': {'total': {'value': 15865958,\n",
       "     'calculated': {'population_percent': 4.7963,\n",
       "      'change_from_prior_day': 315330,\n",
       "      'seven_day_change_percent': 23}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 37751,\n",
       "      'calculated': {'population_percent': 0.0114,\n",
       "       'change_from_prior_day': 48,\n",
       "       'seven_day_change_percent': -10.2,\n",
       "       'seven_day_average': 39292}},\n",
       "     'in_icu': {'currently': {'value': 8580,\n",
       "       'calculated': {'population_percent': 0.0026,\n",
       "        'change_from_prior_day': 113,\n",
       "        'seven_day_change_percent': -10.6,\n",
       "        'seven_day_average': 8848}}},\n",
       "     'on_ventilator': {'currently': {'value': 4221,\n",
       "       'calculated': {'population_percent': 0.0013,\n",
       "        'change_from_prior_day': -11,\n",
       "        'seven_day_change_percent': -16.1,\n",
       "        'seven_day_average': 4564}}}},\n",
       "    'death': {'total': {'value': 95458,\n",
       "      'calculated': {'population_percent': 0.0289,\n",
       "       'change_from_prior_day': 665,\n",
       "       'seven_day_change_percent': 7.9,\n",
       "       'seven_day_average': 93086}}}}},\n",
       "  {'date': '2020-05-25',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1663827,\n",
       "     'calculated': {'population_percent': 0.503,\n",
       "      'change_from_prior_day': 18555,\n",
       "      'seven_day_change_percent': 10.1}}},\n",
       "   'testing': {'total': {'value': 15550628,\n",
       "     'calculated': {'population_percent': 4.701,\n",
       "      'change_from_prior_day': 408047,\n",
       "      'seven_day_change_percent': 24.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 37703,\n",
       "      'calculated': {'population_percent': 0.0114,\n",
       "       'change_from_prior_day': -39,\n",
       "       'seven_day_change_percent': -10.1,\n",
       "       'seven_day_average': 39902}},\n",
       "     'in_icu': {'currently': {'value': 8467,\n",
       "       'calculated': {'population_percent': 0.0026,\n",
       "        'change_from_prior_day': -24,\n",
       "        'seven_day_change_percent': -13.1,\n",
       "        'seven_day_average': 8993}}},\n",
       "     'on_ventilator': {'currently': {'value': 4232,\n",
       "       'calculated': {'population_percent': 0.0013,\n",
       "        'change_from_prior_day': -148,\n",
       "        'seven_day_change_percent': -19.5,\n",
       "        'seven_day_average': 4680}}}},\n",
       "    'death': {'total': {'value': 94793,\n",
       "      'calculated': {'population_percent': 0.0287,\n",
       "       'change_from_prior_day': 556,\n",
       "       'seven_day_change_percent': 8.8,\n",
       "       'seven_day_average': 92084}}}}},\n",
       "  {'date': '2020-05-24',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1645272,\n",
       "     'calculated': {'population_percent': 0.4974,\n",
       "      'change_from_prior_day': 19062,\n",
       "      'seven_day_change_percent': 10.4}}},\n",
       "   'testing': {'total': {'value': 15142581,\n",
       "     'calculated': {'population_percent': 4.5777,\n",
       "      'change_from_prior_day': 389319,\n",
       "      'seven_day_change_percent': 24.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 37742,\n",
       "      'calculated': {'population_percent': 0.0114,\n",
       "       'change_from_prior_day': -883,\n",
       "       'seven_day_change_percent': -10.2,\n",
       "       'seven_day_average': 40508}},\n",
       "     'in_icu': {'currently': {'value': 8491,\n",
       "       'calculated': {'population_percent': 0.0026,\n",
       "        'change_from_prior_day': -248,\n",
       "        'seven_day_change_percent': -14.6,\n",
       "        'seven_day_average': 9176}}},\n",
       "     'on_ventilator': {'currently': {'value': 4380,\n",
       "       'calculated': {'population_percent': 0.0013,\n",
       "        'change_from_prior_day': -241,\n",
       "        'seven_day_change_percent': -19.9,\n",
       "        'seven_day_average': 4826}}}},\n",
       "    'death': {'total': {'value': 94237,\n",
       "      'calculated': {'population_percent': 0.0285,\n",
       "       'change_from_prior_day': 688,\n",
       "       'seven_day_change_percent': 9.2,\n",
       "       'seven_day_average': 90989}}}}},\n",
       "  {'date': '2020-05-23',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1626210,\n",
       "     'calculated': {'population_percent': 0.4916,\n",
       "      'change_from_prior_day': 22561,\n",
       "      'seven_day_change_percent': 10.6}}},\n",
       "   'testing': {'total': {'value': 14753262,\n",
       "     'calculated': {'population_percent': 4.46,\n",
       "      'change_from_prior_day': 444574,\n",
       "      'seven_day_change_percent': 25.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 38625,\n",
       "      'calculated': {'population_percent': 0.0117,\n",
       "       'change_from_prior_day': -1383,\n",
       "       'seven_day_change_percent': -11.2,\n",
       "       'seven_day_average': 41119}},\n",
       "     'in_icu': {'currently': {'value': 8739,\n",
       "       'calculated': {'population_percent': 0.0026,\n",
       "        'change_from_prior_day': -303,\n",
       "        'seven_day_change_percent': -15,\n",
       "        'seven_day_average': 9384}}},\n",
       "     'on_ventilator': {'currently': {'value': 4621,\n",
       "       'calculated': {'population_percent': 0.0014,\n",
       "        'change_from_prior_day': -93,\n",
       "        'seven_day_change_percent': -16.5,\n",
       "        'seven_day_average': 4982}}}},\n",
       "    'death': {'total': {'value': 93549,\n",
       "      'calculated': {'population_percent': 0.0283,\n",
       "       'change_from_prior_day': 1040,\n",
       "       'seven_day_change_percent': 9.5,\n",
       "       'seven_day_average': 89851}}}}},\n",
       "  {'date': '2020-05-22',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1603649,\n",
       "     'calculated': {'population_percent': 0.4848,\n",
       "      'change_from_prior_day': 24115,\n",
       "      'seven_day_change_percent': 10.9}}},\n",
       "   'testing': {'total': {'value': 14308688,\n",
       "     'calculated': {'population_percent': 4.3256,\n",
       "      'change_from_prior_day': 453783,\n",
       "      'seven_day_change_percent': 25.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 40008,\n",
       "      'calculated': {'population_percent': 0.0121,\n",
       "       'change_from_prior_day': -1351,\n",
       "       'seven_day_change_percent': -10.2,\n",
       "       'seven_day_average': 41817}},\n",
       "     'in_icu': {'currently': {'value': 9042,\n",
       "       'calculated': {'population_percent': 0.0027,\n",
       "        'change_from_prior_day': -50,\n",
       "        'seven_day_change_percent': -13.7,\n",
       "        'seven_day_average': 9603}}},\n",
       "     'on_ventilator': {'currently': {'value': 4714,\n",
       "       'calculated': {'population_percent': 0.0014,\n",
       "        'change_from_prior_day': -157,\n",
       "        'seven_day_change_percent': -17.9,\n",
       "        'seven_day_average': 5112}}}},\n",
       "    'death': {'total': {'value': 92509,\n",
       "      'calculated': {'population_percent': 0.028,\n",
       "       'change_from_prior_day': 1290,\n",
       "       'seven_day_change_percent': 9.9,\n",
       "       'seven_day_average': 88686}}}}},\n",
       "  {'date': '2020-05-21',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1579534,\n",
       "     'calculated': {'population_percent': 0.4775,\n",
       "      'change_from_prior_day': 26831,\n",
       "      'seven_day_change_percent': 11.2}}},\n",
       "   'testing': {'total': {'value': 13854905,\n",
       "     'calculated': {'population_percent': 4.1884,\n",
       "      'change_from_prior_day': 508832,\n",
       "      'seven_day_change_percent': 26.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 41359,\n",
       "      'calculated': {'population_percent': 0.0125,\n",
       "       'change_from_prior_day': -497,\n",
       "       'seven_day_change_percent': -9.9,\n",
       "       'seven_day_average': 42466}},\n",
       "     'in_icu': {'currently': {'value': 9092,\n",
       "       'calculated': {'population_percent': 0.0027,\n",
       "        'change_from_prior_day': -430,\n",
       "        'seven_day_change_percent': -14.7,\n",
       "        'seven_day_average': 9808}}},\n",
       "     'on_ventilator': {'currently': {'value': 4871,\n",
       "       'calculated': {'population_percent': 0.0015,\n",
       "        'change_from_prior_day': -36,\n",
       "        'seven_day_change_percent': -18,\n",
       "        'seven_day_average': 5259}}}},\n",
       "    'death': {'total': {'value': 91219,\n",
       "      'calculated': {'population_percent': 0.0276,\n",
       "       'change_from_prior_day': 1380,\n",
       "       'seven_day_change_percent': 10.4,\n",
       "       'seven_day_average': 87494}}}}},\n",
       "  {'date': '2020-05-20',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1552703,\n",
       "     'calculated': {'population_percent': 0.4694,\n",
       "      'change_from_prior_day': 21293,\n",
       "      'seven_day_change_percent': 11.4}}},\n",
       "   'testing': {'total': {'value': 13346073,\n",
       "     'calculated': {'population_percent': 4.0346,\n",
       "      'change_from_prior_day': 450292,\n",
       "      'seven_day_change_percent': 26.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 41856,\n",
       "      'calculated': {'population_percent': 0.0127,\n",
       "       'change_from_prior_day': -167,\n",
       "       'seven_day_change_percent': -10.8,\n",
       "       'seven_day_average': 43118}},\n",
       "     'in_icu': {'currently': {'value': 9522,\n",
       "       'calculated': {'population_percent': 0.0029,\n",
       "        'change_from_prior_day': -76,\n",
       "        'seven_day_change_percent': -13.4,\n",
       "        'seven_day_average': 10031}}},\n",
       "     'on_ventilator': {'currently': {'value': 4907,\n",
       "       'calculated': {'population_percent': 0.0015,\n",
       "        'change_from_prior_day': -125,\n",
       "        'seven_day_change_percent': -20.4,\n",
       "        'seven_day_average': 5412}}}},\n",
       "    'death': {'total': {'value': 89839,\n",
       "      'calculated': {'population_percent': 0.0272,\n",
       "       'change_from_prior_day': 1397,\n",
       "       'seven_day_change_percent': 11.2,\n",
       "       'seven_day_average': 86266}}}}},\n",
       "  {'date': '2020-05-19',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1531410,\n",
       "     'calculated': {'population_percent': 0.463,\n",
       "      'change_from_prior_day': 20687,\n",
       "      'seven_day_change_percent': 11.6}}},\n",
       "   'testing': {'total': {'value': 12895781,\n",
       "     'calculated': {'population_percent': 3.8984,\n",
       "      'change_from_prior_day': 420506,\n",
       "      'seven_day_change_percent': 26}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 42023,\n",
       "      'calculated': {'population_percent': 0.0127,\n",
       "       'change_from_prior_day': 83,\n",
       "       'seven_day_change_percent': -11.2,\n",
       "       'seven_day_average': 43842}},\n",
       "     'in_icu': {'currently': {'value': 9598,\n",
       "       'calculated': {'population_percent': 0.0029,\n",
       "        'change_from_prior_day': -150,\n",
       "        'seven_day_change_percent': -14.6,\n",
       "        'seven_day_average': 10241}}},\n",
       "     'on_ventilator': {'currently': {'value': 5032,\n",
       "       'calculated': {'population_percent': 0.0015,\n",
       "        'change_from_prior_day': -228,\n",
       "        'seven_day_change_percent': -20.8,\n",
       "        'seven_day_average': 5591}}}},\n",
       "    'death': {'total': {'value': 88442,\n",
       "      'calculated': {'population_percent': 0.0267,\n",
       "       'change_from_prior_day': 1317,\n",
       "       'seven_day_change_percent': 11.9,\n",
       "       'seven_day_average': 84970}}}}},\n",
       "  {'date': '2020-05-18',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1510723,\n",
       "     'calculated': {'population_percent': 0.4567,\n",
       "      'change_from_prior_day': 20597,\n",
       "      'seven_day_change_percent': 11.9}}},\n",
       "   'testing': {'total': {'value': 12475275,\n",
       "     'calculated': {'population_percent': 3.7713,\n",
       "      'change_from_prior_day': 349995,\n",
       "      'seven_day_change_percent': 26}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 41940,\n",
       "      'calculated': {'population_percent': 0.0127,\n",
       "       'change_from_prior_day': -79,\n",
       "       'seven_day_change_percent': -9.9,\n",
       "       'seven_day_average': 44602}},\n",
       "     'in_icu': {'currently': {'value': 9748,\n",
       "       'calculated': {'population_percent': 0.0029,\n",
       "        'change_from_prior_day': -197,\n",
       "        'seven_day_change_percent': -12.6,\n",
       "        'seven_day_average': 10476}}},\n",
       "     'on_ventilator': {'currently': {'value': 5260,\n",
       "       'calculated': {'population_percent': 0.0016,\n",
       "        'change_from_prior_day': -207,\n",
       "        'seven_day_change_percent': -17.2,\n",
       "        'seven_day_average': 5780}}}},\n",
       "    'death': {'total': {'value': 87125,\n",
       "      'calculated': {'population_percent': 0.0263,\n",
       "       'change_from_prior_day': 854,\n",
       "       'seven_day_change_percent': 12.4,\n",
       "       'seven_day_average': 83627}}}}},\n",
       "  {'date': '2020-05-17',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1490126,\n",
       "     'calculated': {'population_percent': 0.4505,\n",
       "      'change_from_prior_day': 20436,\n",
       "      'seven_day_change_percent': 11.9}}},\n",
       "   'testing': {'total': {'value': 12125280,\n",
       "     'calculated': {'population_percent': 3.6655,\n",
       "      'change_from_prior_day': 351153,\n",
       "      'seven_day_change_percent': 27.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 42019,\n",
       "      'calculated': {'population_percent': 0.0127,\n",
       "       'change_from_prior_day': -1496,\n",
       "       'seven_day_change_percent': -10.1,\n",
       "       'seven_day_average': 45261}},\n",
       "     'in_icu': {'currently': {'value': 9945,\n",
       "       'calculated': {'population_percent': 0.003,\n",
       "        'change_from_prior_day': -331,\n",
       "        'seven_day_change_percent': -12.6,\n",
       "        'seven_day_average': 10677}}},\n",
       "     'on_ventilator': {'currently': {'value': 5467,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': -65,\n",
       "        'seven_day_change_percent': -14.5,\n",
       "        'seven_day_average': 5935}}}},\n",
       "    'death': {'total': {'value': 86271,\n",
       "      'calculated': {'population_percent': 0.0261,\n",
       "       'change_from_prior_day': 873,\n",
       "       'seven_day_change_percent': 12.6,\n",
       "       'seven_day_average': 82256}}}}},\n",
       "  {'date': '2020-05-16',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1469690,\n",
       "     'calculated': {'population_percent': 0.4443,\n",
       "      'change_from_prior_day': 23743,\n",
       "      'seven_day_change_percent': 12.1}}},\n",
       "   'testing': {'total': {'value': 11774127,\n",
       "     'calculated': {'population_percent': 3.5594,\n",
       "      'change_from_prior_day': 392591,\n",
       "      'seven_day_change_percent': 27.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 43515,\n",
       "      'calculated': {'population_percent': 0.0132,\n",
       "       'change_from_prior_day': -1038,\n",
       "       'seven_day_change_percent': -10.4,\n",
       "       'seven_day_average': 45934}},\n",
       "     'in_icu': {'currently': {'value': 10276,\n",
       "       'calculated': {'population_percent': 0.0031,\n",
       "        'change_from_prior_day': -200,\n",
       "        'seven_day_change_percent': -10.7,\n",
       "        'seven_day_average': 10882}}},\n",
       "     'on_ventilator': {'currently': {'value': 5532,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': -212,\n",
       "        'seven_day_change_percent': -15.5,\n",
       "        'seven_day_average': 6067}}}},\n",
       "    'death': {'total': {'value': 85398,\n",
       "      'calculated': {'population_percent': 0.0258,\n",
       "       'change_from_prior_day': 1237,\n",
       "       'seven_day_change_percent': 13,\n",
       "       'seven_day_average': 80880}}}}},\n",
       "  {'date': '2020-05-15',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1445947,\n",
       "     'calculated': {'population_percent': 0.4371,\n",
       "      'change_from_prior_day': 25490,\n",
       "      'seven_day_change_percent': 12.5}}},\n",
       "   'testing': {'total': {'value': 11381536,\n",
       "     'calculated': {'population_percent': 3.4407,\n",
       "      'change_from_prior_day': 406415,\n",
       "      'seven_day_change_percent': 27.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 44553,\n",
       "      'calculated': {'population_percent': 0.0135,\n",
       "       'change_from_prior_day': -1370,\n",
       "       'seven_day_change_percent': -10.5,\n",
       "       'seven_day_average': 46658}},\n",
       "     'in_icu': {'currently': {'value': 10476,\n",
       "       'calculated': {'population_percent': 0.0032,\n",
       "        'change_from_prior_day': -179,\n",
       "        'seven_day_change_percent': -11.1,\n",
       "        'seven_day_average': 11057}}},\n",
       "     'on_ventilator': {'currently': {'value': 5744,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': -196,\n",
       "        'seven_day_change_percent': -15.4,\n",
       "        'seven_day_average': 6213}}}},\n",
       "    'death': {'total': {'value': 84161,\n",
       "      'calculated': {'population_percent': 0.0254,\n",
       "       'change_from_prior_day': 1538,\n",
       "       'seven_day_change_percent': 13.5,\n",
       "       'seven_day_average': 79481}}}}},\n",
       "  {'date': '2020-05-14',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1420457,\n",
       "     'calculated': {'population_percent': 0.4294,\n",
       "      'change_from_prior_day': 26773,\n",
       "      'seven_day_change_percent': 12.9}}},\n",
       "   'testing': {'total': {'value': 10975121,\n",
       "     'calculated': {'population_percent': 3.3178,\n",
       "      'change_from_prior_day': 391455,\n",
       "      'seven_day_change_percent': 27.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 45923,\n",
       "      'calculated': {'population_percent': 0.0139,\n",
       "       'change_from_prior_day': -998,\n",
       "       'seven_day_change_percent': -10.7,\n",
       "       'seven_day_average': 47403}},\n",
       "     'in_icu': {'currently': {'value': 10655,\n",
       "       'calculated': {'population_percent': 0.0032,\n",
       "        'change_from_prior_day': -336,\n",
       "        'seven_day_change_percent': -12.2,\n",
       "        'seven_day_average': 11245}}},\n",
       "     'on_ventilator': {'currently': {'value': 5940,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': -224,\n",
       "        'seven_day_change_percent': -15.9,\n",
       "        'seven_day_average': 6363}}}},\n",
       "    'death': {'total': {'value': 82623,\n",
       "      'calculated': {'population_percent': 0.025,\n",
       "       'change_from_prior_day': 1853,\n",
       "       'seven_day_change_percent': 14.2,\n",
       "       'seven_day_average': 78051}}}}},\n",
       "  {'date': '2020-05-13',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1393684,\n",
       "     'calculated': {'population_percent': 0.4213,\n",
       "      'change_from_prior_day': 21500,\n",
       "      'seven_day_change_percent': 13.2}}},\n",
       "   'testing': {'total': {'value': 10583666,\n",
       "     'calculated': {'population_percent': 3.1995,\n",
       "      'change_from_prior_day': 345138,\n",
       "      'seven_day_change_percent': 27.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 46921,\n",
       "      'calculated': {'population_percent': 0.0142,\n",
       "       'change_from_prior_day': -422,\n",
       "       'seven_day_change_percent': -10.8,\n",
       "       'seven_day_average': 48192}},\n",
       "     'in_icu': {'currently': {'value': 10991,\n",
       "       'calculated': {'population_percent': 0.0033,\n",
       "        'change_from_prior_day': -250,\n",
       "        'seven_day_change_percent': -11.9,\n",
       "        'seven_day_average': 11456}}},\n",
       "     'on_ventilator': {'currently': {'value': 6164,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': -186,\n",
       "        'seven_day_change_percent': 29.6,\n",
       "        'seven_day_average': 6524}}}},\n",
       "    'death': {'total': {'value': 80770,\n",
       "      'calculated': {'population_percent': 0.0244,\n",
       "       'change_from_prior_day': 1730,\n",
       "       'seven_day_change_percent': 16,\n",
       "       'seven_day_average': 76586}}}}},\n",
       "  {'date': '2020-05-12',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1372184,\n",
       "     'calculated': {'population_percent': 0.4148,\n",
       "      'change_from_prior_day': 22442,\n",
       "      'seven_day_change_percent': 13.8}}},\n",
       "   'testing': {'total': {'value': 10238528,\n",
       "     'calculated': {'population_percent': 3.0951,\n",
       "      'change_from_prior_day': 339232,\n",
       "      'seven_day_change_percent': 28}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 47343,\n",
       "      'calculated': {'population_percent': 0.0143,\n",
       "       'change_from_prior_day': 793,\n",
       "       'seven_day_change_percent': -10.9,\n",
       "       'seven_day_average': 49005}},\n",
       "     'in_icu': {'currently': {'value': 11241,\n",
       "       'calculated': {'population_percent': 0.0034,\n",
       "        'change_from_prior_day': 88,\n",
       "        'seven_day_change_percent': -10.9,\n",
       "        'seven_day_average': 11669}}},\n",
       "     'on_ventilator': {'currently': {'value': 6350,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': 1,\n",
       "        'seven_day_change_percent': 32,\n",
       "        'seven_day_average': 6323}}}},\n",
       "    'death': {'total': {'value': 79040,\n",
       "      'calculated': {'population_percent': 0.0239,\n",
       "       'change_from_prior_day': 1509,\n",
       "       'seven_day_change_percent': 16.8,\n",
       "       'seven_day_average': 74992}}}}},\n",
       "  {'date': '2020-05-11',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1349742,\n",
       "     'calculated': {'population_percent': 0.408,\n",
       "      'change_from_prior_day': 18140,\n",
       "      'seven_day_change_percent': 14.1}}},\n",
       "   'testing': {'total': {'value': 9899296,\n",
       "     'calculated': {'population_percent': 2.9926,\n",
       "      'change_from_prior_day': 374214,\n",
       "      'seven_day_change_percent': 28.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 46550,\n",
       "      'calculated': {'population_percent': 0.0141,\n",
       "       'change_from_prior_day': -185,\n",
       "       'seven_day_change_percent': -11.1,\n",
       "       'seven_day_average': 49836}},\n",
       "     'in_icu': {'currently': {'value': 11153,\n",
       "       'calculated': {'population_percent': 0.0034,\n",
       "        'change_from_prior_day': -229,\n",
       "        'seven_day_change_percent': -12.2,\n",
       "        'seven_day_average': 11866}}},\n",
       "     'on_ventilator': {'currently': {'value': 6349,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': -43,\n",
       "        'seven_day_change_percent': 30.9,\n",
       "        'seven_day_average': 6103}}}},\n",
       "    'death': {'total': {'value': 77531,\n",
       "      'calculated': {'population_percent': 0.0234,\n",
       "       'change_from_prior_day': 891,\n",
       "       'seven_day_change_percent': 18.9,\n",
       "       'seven_day_average': 73372}}}}},\n",
       "  {'date': '2020-05-10',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1331602,\n",
       "     'calculated': {'population_percent': 0.4025,\n",
       "      'change_from_prior_day': 21116,\n",
       "      'seven_day_change_percent': 14.7}}},\n",
       "   'testing': {'total': {'value': 9525082,\n",
       "     'calculated': {'population_percent': 2.8795,\n",
       "      'change_from_prior_day': 275936,\n",
       "      'seven_day_change_percent': 27.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 46735,\n",
       "      'calculated': {'population_percent': 0.0141,\n",
       "       'change_from_prior_day': -1846,\n",
       "       'seven_day_change_percent': -11.2,\n",
       "       'seven_day_average': 50668}},\n",
       "     'in_icu': {'currently': {'value': 11382,\n",
       "       'calculated': {'population_percent': 0.0034,\n",
       "        'change_from_prior_day': -122,\n",
       "        'seven_day_change_percent': -10.5,\n",
       "        'seven_day_average': 12087}}},\n",
       "     'on_ventilator': {'currently': {'value': 6392,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': -158,\n",
       "        'seven_day_change_percent': 34.2,\n",
       "        'seven_day_average': 5889}}}},\n",
       "    'death': {'total': {'value': 76640,\n",
       "      'calculated': {'population_percent': 0.0232,\n",
       "       'change_from_prior_day': 1035,\n",
       "       'seven_day_change_percent': 19.4,\n",
       "       'seven_day_average': 71612}}}}},\n",
       "  {'date': '2020-05-09',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1310486,\n",
       "     'calculated': {'population_percent': 0.3962,\n",
       "      'change_from_prior_day': 25320,\n",
       "      'seven_day_change_percent': 15.4}}},\n",
       "   'testing': {'total': {'value': 9249146,\n",
       "     'calculated': {'population_percent': 2.7961,\n",
       "      'change_from_prior_day': 323737,\n",
       "      'seven_day_change_percent': 27.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 48581,\n",
       "      'calculated': {'population_percent': 0.0147,\n",
       "       'change_from_prior_day': -1189,\n",
       "       'seven_day_change_percent': -10,\n",
       "       'seven_day_average': 51510}},\n",
       "     'in_icu': {'currently': {'value': 11504,\n",
       "       'calculated': {'population_percent': 0.0035,\n",
       "        'change_from_prior_day': -282,\n",
       "        'seven_day_change_percent': -10.8,\n",
       "        'seven_day_average': 12279}}},\n",
       "     'on_ventilator': {'currently': {'value': 6550,\n",
       "       'calculated': {'population_percent': 0.002,\n",
       "        'change_from_prior_day': -243,\n",
       "        'seven_day_change_percent': 35.2,\n",
       "        'seven_day_average': 5656}}}},\n",
       "    'death': {'total': {'value': 75605,\n",
       "      'calculated': {'population_percent': 0.0229,\n",
       "       'change_from_prior_day': 1456,\n",
       "       'seven_day_change_percent': 20.1,\n",
       "       'seven_day_average': 69832}}}}},\n",
       "  {'date': '2020-05-08',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1285166,\n",
       "     'calculated': {'population_percent': 0.3885,\n",
       "      'change_from_prior_day': 27197,\n",
       "      'seven_day_change_percent': 16.2}}},\n",
       "   'testing': {'total': {'value': 8925409,\n",
       "     'calculated': {'population_percent': 2.6982,\n",
       "      'change_from_prior_day': 312586,\n",
       "      'seven_day_change_percent': 28}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 49770,\n",
       "      'calculated': {'population_percent': 0.015,\n",
       "       'change_from_prior_day': -1675,\n",
       "       'seven_day_change_percent': -9.3,\n",
       "       'seven_day_average': 52285}},\n",
       "     'in_icu': {'currently': {'value': 11786,\n",
       "       'calculated': {'population_percent': 0.0036,\n",
       "        'change_from_prior_day': -349,\n",
       "        'seven_day_change_percent': -8.4,\n",
       "        'seven_day_average': 12479}}},\n",
       "     'on_ventilator': {'currently': {'value': 6793,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': -274,\n",
       "        'seven_day_change_percent': 44.2,\n",
       "        'seven_day_average': 5413}}}},\n",
       "    'death': {'total': {'value': 74149,\n",
       "      'calculated': {'population_percent': 0.0224,\n",
       "       'change_from_prior_day': 1784,\n",
       "       'seven_day_change_percent': 20.8,\n",
       "       'seven_day_average': 68022}}}}},\n",
       "  {'date': '2020-05-07',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1257969,\n",
       "     'calculated': {'population_percent': 0.3803,\n",
       "      'change_from_prior_day': 27229,\n",
       "      'seven_day_change_percent': 17.2}}},\n",
       "   'testing': {'total': {'value': 8612823,\n",
       "     'calculated': {'population_percent': 2.6037,\n",
       "      'change_from_prior_day': 330008,\n",
       "      'seven_day_change_percent': 28.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 51445,\n",
       "      'calculated': {'population_percent': 0.0156,\n",
       "       'change_from_prior_day': -1164,\n",
       "       'seven_day_change_percent': -6.3,\n",
       "       'seven_day_average': 53017}},\n",
       "     'in_icu': {'currently': {'value': 12135,\n",
       "       'calculated': {'population_percent': 0.0037,\n",
       "        'change_from_prior_day': -345,\n",
       "        'seven_day_change_percent': -8.4,\n",
       "        'seven_day_average': 12632}}},\n",
       "     'on_ventilator': {'currently': {'value': 7067,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': 2309,\n",
       "        'seven_day_change_percent': 50.1,\n",
       "        'seven_day_average': 5115}}}},\n",
       "    'death': {'total': {'value': 72365,\n",
       "      'calculated': {'population_percent': 0.0219,\n",
       "       'change_from_prior_day': 2748,\n",
       "       'seven_day_change_percent': 21.4,\n",
       "       'seven_day_average': 66201}}}}},\n",
       "  {'date': '2020-05-06',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1230740,\n",
       "     'calculated': {'population_percent': 0.3721,\n",
       "      'change_from_prior_day': 25256,\n",
       "      'seven_day_change_percent': 18}}},\n",
       "   'testing': {'total': {'value': 8282815,\n",
       "     'calculated': {'population_percent': 2.5039,\n",
       "      'change_from_prior_day': 284216,\n",
       "      'seven_day_change_percent': 29.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 52609,\n",
       "      'calculated': {'population_percent': 0.0159,\n",
       "       'change_from_prior_day': -555,\n",
       "       'seven_day_change_percent': -6.1,\n",
       "       'seven_day_average': 53512}},\n",
       "     'in_icu': {'currently': {'value': 12480,\n",
       "       'calculated': {'population_percent': 0.0038,\n",
       "        'change_from_prior_day': -140,\n",
       "        'seven_day_change_percent': -7.9,\n",
       "        'seven_day_average': 12791}}},\n",
       "     'on_ventilator': {'currently': {'value': 4758,\n",
       "       'calculated': {'population_percent': 0.0014,\n",
       "        'change_from_prior_day': -52,\n",
       "        'seven_day_change_percent': -0.9,\n",
       "        'seven_day_average': 4778}}}},\n",
       "    'death': {'total': {'value': 69617,\n",
       "      'calculated': {'population_percent': 0.021,\n",
       "       'change_from_prior_day': 1918,\n",
       "       'seven_day_change_percent': 21.2,\n",
       "       'seven_day_average': 64377}}}}},\n",
       "  {'date': '2020-05-05',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1205484,\n",
       "     'calculated': {'population_percent': 0.3644,\n",
       "      'change_from_prior_day': 22344,\n",
       "      'seven_day_change_percent': 18.5}}},\n",
       "   'testing': {'total': {'value': 7998599,\n",
       "     'calculated': {'population_percent': 2.418,\n",
       "      'change_from_prior_day': 278449,\n",
       "      'seven_day_change_percent': 30}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 53164,\n",
       "      'calculated': {'population_percent': 0.0161,\n",
       "       'change_from_prior_day': 789,\n",
       "       'seven_day_change_percent': -5.1,\n",
       "       'seven_day_average': 53997}},\n",
       "     'in_icu': {'currently': {'value': 12620,\n",
       "       'calculated': {'population_percent': 0.0038,\n",
       "        'change_from_prior_day': -81,\n",
       "        'seven_day_change_percent': -6.9,\n",
       "        'seven_day_average': 12944}}},\n",
       "     'on_ventilator': {'currently': {'value': 4810,\n",
       "       'calculated': {'population_percent': 0.0015,\n",
       "        'change_from_prior_day': -42,\n",
       "        'seven_day_change_percent': 1.1,\n",
       "        'seven_day_average': 4785}}}},\n",
       "    'death': {'total': {'value': 67699,\n",
       "      'calculated': {'population_percent': 0.0205,\n",
       "       'change_from_prior_day': 2490,\n",
       "       'seven_day_change_percent': 23.6,\n",
       "       'seven_day_average': 62637}}}}},\n",
       "  {'date': '2020-05-04',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1183140,\n",
       "     'calculated': {'population_percent': 0.3577,\n",
       "      'change_from_prior_day': 22195,\n",
       "      'seven_day_change_percent': 19.3}}},\n",
       "   'testing': {'total': {'value': 7720150,\n",
       "     'calculated': {'population_percent': 2.3338,\n",
       "      'change_from_prior_day': 236185,\n",
       "      'seven_day_change_percent': 30}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 52375,\n",
       "      'calculated': {'population_percent': 0.0158,\n",
       "       'change_from_prior_day': -248,\n",
       "       'seven_day_change_percent': -6.8,\n",
       "       'seven_day_average': 54407}},\n",
       "     'in_icu': {'currently': {'value': 12701,\n",
       "       'calculated': {'population_percent': 0.0038,\n",
       "        'change_from_prior_day': -23,\n",
       "        'seven_day_change_percent': -8,\n",
       "        'seven_day_average': 13078}}},\n",
       "     'on_ventilator': {'currently': {'value': 4852,\n",
       "       'calculated': {'population_percent': 0.0015,\n",
       "        'change_from_prior_day': 90,\n",
       "        'seven_day_change_percent': -0.3,\n",
       "        'seven_day_average': 4778}}}},\n",
       "    'death': {'total': {'value': 65209,\n",
       "      'calculated': {'population_percent': 0.0197,\n",
       "       'change_from_prior_day': 1028,\n",
       "       'seven_day_change_percent': 23.8,\n",
       "       'seven_day_average': 60789}}}}},\n",
       "  {'date': '2020-05-03',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1160945,\n",
       "     'calculated': {'population_percent': 0.351,\n",
       "      'change_from_prior_day': 25789,\n",
       "      'seven_day_change_percent': 19.8}}},\n",
       "   'testing': {'total': {'value': 7483965,\n",
       "     'calculated': {'population_percent': 2.2624,\n",
       "      'change_from_prior_day': 240968,\n",
       "      'seven_day_change_percent': 30.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 52623,\n",
       "      'calculated': {'population_percent': 0.0159,\n",
       "       'change_from_prior_day': -1385,\n",
       "       'seven_day_change_percent': -6.3,\n",
       "       'seven_day_average': 54951}},\n",
       "     'in_icu': {'currently': {'value': 12724,\n",
       "       'calculated': {'population_percent': 0.0038,\n",
       "        'change_from_prior_day': -180,\n",
       "        'seven_day_change_percent': -9.7,\n",
       "        'seven_day_average': 13237}}},\n",
       "     'on_ventilator': {'currently': {'value': 4762,\n",
       "       'calculated': {'population_percent': 0.0014,\n",
       "        'change_from_prior_day': -84,\n",
       "        'seven_day_change_percent': -7,\n",
       "        'seven_day_average': 4780}}}},\n",
       "    'death': {'total': {'value': 64181,\n",
       "      'calculated': {'population_percent': 0.0194,\n",
       "       'change_from_prior_day': 1248,\n",
       "       'seven_day_change_percent': 24.9,\n",
       "       'seven_day_average': 59000}}}}},\n",
       "  {'date': '2020-05-02',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1135156,\n",
       "     'calculated': {'population_percent': 0.3432,\n",
       "      'change_from_prior_day': 29196,\n",
       "      'seven_day_change_percent': 20.5}}},\n",
       "   'testing': {'total': {'value': 7242997,\n",
       "     'calculated': {'population_percent': 2.1896,\n",
       "      'change_from_prior_day': 272239,\n",
       "      'seven_day_change_percent': 30.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 54008,\n",
       "      'calculated': {'population_percent': 0.0163,\n",
       "       'change_from_prior_day': -889,\n",
       "       'seven_day_change_percent': -5.8,\n",
       "       'seven_day_average': 55457}},\n",
       "     'in_icu': {'currently': {'value': 12904,\n",
       "       'calculated': {'population_percent': 0.0039,\n",
       "        'change_from_prior_day': 43,\n",
       "        'seven_day_change_percent': -10.5,\n",
       "        'seven_day_average': 13433}}},\n",
       "     'on_ventilator': {'currently': {'value': 4846,\n",
       "       'calculated': {'population_percent': 0.0015,\n",
       "        'change_from_prior_day': 134,\n",
       "        'seven_day_change_percent': -8,\n",
       "        'seven_day_average': 4831}}}},\n",
       "    'death': {'total': {'value': 62933,\n",
       "      'calculated': {'population_percent': 0.019,\n",
       "       'change_from_prior_day': 1527,\n",
       "       'seven_day_change_percent': 25.4,\n",
       "       'seven_day_average': 57173}}}}},\n",
       "  {'date': '2020-05-01',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1105960,\n",
       "     'calculated': {'population_percent': 0.3343,\n",
       "      'change_from_prior_day': 32808,\n",
       "      'seven_day_change_percent': 22}}},\n",
       "   'testing': {'total': {'value': 6970758,\n",
       "     'calculated': {'population_percent': 2.1073,\n",
       "      'change_from_prior_day': 285823,\n",
       "      'seven_day_change_percent': 32.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 54897,\n",
       "      'calculated': {'population_percent': 0.0166,\n",
       "       'change_from_prior_day': -8,\n",
       "       'seven_day_change_percent': -4.3,\n",
       "       'seven_day_average': 55933}},\n",
       "     'in_icu': {'currently': {'value': 12861,\n",
       "       'calculated': {'population_percent': 0.0039,\n",
       "        'change_from_prior_day': -385,\n",
       "        'seven_day_change_percent': -12,\n",
       "        'seven_day_average': 13648}}},\n",
       "     'on_ventilator': {'currently': {'value': 4712,\n",
       "       'calculated': {'population_percent': 0.0014,\n",
       "        'change_from_prior_day': 4,\n",
       "        'seven_day_change_percent': -9.3,\n",
       "        'seven_day_average': 4891}}}},\n",
       "    'death': {'total': {'value': 61406,\n",
       "      'calculated': {'population_percent': 0.0186,\n",
       "       'change_from_prior_day': 1809,\n",
       "       'seven_day_change_percent': 26.5,\n",
       "       'seven_day_average': 55350}}}}},\n",
       "  {'date': '2020-04-30',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1073152,\n",
       "     'calculated': {'population_percent': 0.3244,\n",
       "      'change_from_prior_day': 30046,\n",
       "      'seven_day_change_percent': 23.1}}},\n",
       "   'testing': {'total': {'value': 6684935,\n",
       "     'calculated': {'population_percent': 2.0209,\n",
       "      'change_from_prior_day': 275561,\n",
       "      'seven_day_change_percent': 33.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 54905,\n",
       "      'calculated': {'population_percent': 0.0166,\n",
       "       'change_from_prior_day': -1104,\n",
       "       'seven_day_change_percent': -7.3,\n",
       "       'seven_day_average': 56286}},\n",
       "     'in_icu': {'currently': {'value': 13246,\n",
       "       'calculated': {'population_percent': 0.004,\n",
       "        'change_from_prior_day': -304,\n",
       "        'seven_day_change_percent': -10.1,\n",
       "        'seven_day_average': 13900}}},\n",
       "     'on_ventilator': {'currently': {'value': 4708,\n",
       "       'calculated': {'population_percent': 0.0014,\n",
       "        'change_from_prior_day': -95,\n",
       "        'seven_day_change_percent': -13.8,\n",
       "        'seven_day_average': 4960}}}},\n",
       "    'death': {'total': {'value': 59597,\n",
       "      'calculated': {'population_percent': 0.018,\n",
       "       'change_from_prior_day': 2160,\n",
       "       'seven_day_change_percent': 28,\n",
       "       'seven_day_average': 53513}}}}},\n",
       "  {'date': '2020-04-29',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1043106,\n",
       "     'calculated': {'population_percent': 0.3153,\n",
       "      'change_from_prior_day': 26176,\n",
       "      'seven_day_change_percent': 24.2}}},\n",
       "   'testing': {'total': {'value': 6409374,\n",
       "     'calculated': {'population_percent': 1.9376,\n",
       "      'change_from_prior_day': 256119,\n",
       "      'seven_day_change_percent': 33.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 56009,\n",
       "      'calculated': {'population_percent': 0.0169,\n",
       "       'change_from_prior_day': -25,\n",
       "       'seven_day_change_percent': -5.4,\n",
       "       'seven_day_average': 56902}},\n",
       "     'in_icu': {'currently': {'value': 13550,\n",
       "       'calculated': {'population_percent': 0.0041,\n",
       "        'change_from_prior_day': -12,\n",
       "        'seven_day_change_percent': -9.8,\n",
       "        'seven_day_average': 14113}}},\n",
       "     'on_ventilator': {'currently': {'value': 4803,\n",
       "       'calculated': {'population_percent': 0.0015,\n",
       "        'change_from_prior_day': 43,\n",
       "        'seven_day_change_percent': -12.3,\n",
       "        'seven_day_average': 5067}}}},\n",
       "    'death': {'total': {'value': 57437,\n",
       "      'calculated': {'population_percent': 0.0174,\n",
       "       'change_from_prior_day': 2676,\n",
       "       'seven_day_change_percent': 28.3,\n",
       "       'seven_day_average': 51652}}}}},\n",
       "  {'date': '2020-04-28',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 1016930,\n",
       "     'calculated': {'population_percent': 0.3074,\n",
       "      'change_from_prior_day': 25234,\n",
       "      'seven_day_change_percent': 25.4}}},\n",
       "   'testing': {'total': {'value': 6153255,\n",
       "     'calculated': {'population_percent': 1.8602,\n",
       "      'change_from_prior_day': 216665,\n",
       "      'seven_day_change_percent': 37.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 56034,\n",
       "      'calculated': {'population_percent': 0.0169,\n",
       "       'change_from_prior_day': -149,\n",
       "       'seven_day_change_percent': -6.3,\n",
       "       'seven_day_average': 57358}},\n",
       "     'in_icu': {'currently': {'value': 13562,\n",
       "       'calculated': {'population_percent': 0.0041,\n",
       "        'change_from_prior_day': -250,\n",
       "        'seven_day_change_percent': -9.3,\n",
       "        'seven_day_average': 14322}}},\n",
       "     'on_ventilator': {'currently': {'value': 4760,\n",
       "       'calculated': {'population_percent': 0.0014,\n",
       "        'change_from_prior_day': -107,\n",
       "        'seven_day_change_percent': -13.7,\n",
       "        'seven_day_average': 5163}}}},\n",
       "    'death': {'total': {'value': 54761,\n",
       "      'calculated': {'population_percent': 0.0166,\n",
       "       'change_from_prior_day': 2078,\n",
       "       'seven_day_change_percent': 28.3,\n",
       "       'seven_day_average': 49841}}}}},\n",
       "  {'date': '2020-04-27',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 991696,\n",
       "     'calculated': {'population_percent': 0.2998,\n",
       "      'change_from_prior_day': 22407,\n",
       "      'seven_day_change_percent': 26.4}}},\n",
       "   'testing': {'total': {'value': 5936590,\n",
       "     'calculated': {'population_percent': 1.7947,\n",
       "      'change_from_prior_day': 194539,\n",
       "      'seven_day_change_percent': 38.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 56183,\n",
       "      'calculated': {'population_percent': 0.017,\n",
       "       'change_from_prior_day': 22,\n",
       "       'seven_day_change_percent': -0.9,\n",
       "       'seven_day_average': 57893}},\n",
       "     'in_icu': {'currently': {'value': 13812,\n",
       "       'calculated': {'population_percent': 0.0042,\n",
       "        'change_from_prior_day': -281,\n",
       "        'seven_day_change_percent': -4.5,\n",
       "        'seven_day_average': 14520}}},\n",
       "     'on_ventilator': {'currently': {'value': 4867,\n",
       "       'calculated': {'population_percent': 0.0015,\n",
       "        'change_from_prior_day': -252,\n",
       "        'seven_day_change_percent': -12.6,\n",
       "        'seven_day_average': 5271}}}},\n",
       "    'death': {'total': {'value': 52683,\n",
       "      'calculated': {'population_percent': 0.0159,\n",
       "       'change_from_prior_day': 1290,\n",
       "       'seven_day_change_percent': 31.1,\n",
       "       'seven_day_average': 48115}}}}},\n",
       "  {'date': '2020-04-26',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 969289,\n",
       "     'calculated': {'population_percent': 0.293,\n",
       "      'change_from_prior_day': 27314,\n",
       "      'seven_day_change_percent': 27.7}}},\n",
       "   'testing': {'total': {'value': 5742051,\n",
       "     'calculated': {'population_percent': 1.7358,\n",
       "      'change_from_prior_day': 205794,\n",
       "      'seven_day_change_percent': 38.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 56161,\n",
       "      'calculated': {'population_percent': 0.017,\n",
       "       'change_from_prior_day': -1179,\n",
       "       'seven_day_change_percent': -0.6,\n",
       "       'seven_day_average': 57970}},\n",
       "     'in_icu': {'currently': {'value': 14093,\n",
       "       'calculated': {'population_percent': 0.0043,\n",
       "        'change_from_prior_day': -318,\n",
       "        'seven_day_change_percent': -2,\n",
       "        'seven_day_average': 14613}}},\n",
       "     'on_ventilator': {'currently': {'value': 5119,\n",
       "       'calculated': {'population_percent': 0.0015,\n",
       "        'change_from_prior_day': -147,\n",
       "        'seven_day_change_percent': -8.6,\n",
       "        'seven_day_average': 5371}}}},\n",
       "    'death': {'total': {'value': 51393,\n",
       "      'calculated': {'population_percent': 0.0155,\n",
       "       'change_from_prior_day': 1219,\n",
       "       'seven_day_change_percent': 33.9,\n",
       "       'seven_day_average': 46331}}}}},\n",
       "  {'date': '2020-04-25',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 941975,\n",
       "     'calculated': {'population_percent': 0.2848,\n",
       "      'change_from_prior_day': 35734,\n",
       "      'seven_day_change_percent': 28.8}}},\n",
       "   'testing': {'total': {'value': 5536257,\n",
       "     'calculated': {'population_percent': 1.6736,\n",
       "      'change_from_prior_day': 276303,\n",
       "      'seven_day_change_percent': 38.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 57340,\n",
       "      'calculated': {'population_percent': 0.0173,\n",
       "       'change_from_prior_day': -30,\n",
       "       'seven_day_change_percent': -0.8,\n",
       "       'seven_day_average': 58018}},\n",
       "     'in_icu': {'currently': {'value': 14411,\n",
       "       'calculated': {'population_percent': 0.0044,\n",
       "        'change_from_prior_day': -212,\n",
       "        'seven_day_change_percent': -2.4,\n",
       "        'seven_day_average': 14654}}},\n",
       "     'on_ventilator': {'currently': {'value': 5266,\n",
       "       'calculated': {'population_percent': 0.0016,\n",
       "        'change_from_prior_day': 72,\n",
       "        'seven_day_change_percent': -8.1,\n",
       "        'seven_day_average': 5440}}}},\n",
       "    'death': {'total': {'value': 50174,\n",
       "      'calculated': {'population_percent': 0.0152,\n",
       "       'change_from_prior_day': 1629,\n",
       "       'seven_day_change_percent': 37,\n",
       "       'seven_day_average': 44473}}}}},\n",
       "  {'date': '2020-04-24',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 906241,\n",
       "     'calculated': {'population_percent': 0.274,\n",
       "      'change_from_prior_day': 34226,\n",
       "      'seven_day_change_percent': 28.8}}},\n",
       "   'testing': {'total': {'value': 5259954,\n",
       "     'calculated': {'population_percent': 1.5901,\n",
       "      'change_from_prior_day': 245379,\n",
       "      'seven_day_change_percent': 37.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 57370,\n",
       "      'calculated': {'population_percent': 0.0173,\n",
       "       'change_from_prior_day': -1844,\n",
       "       'seven_day_change_percent': -2.6,\n",
       "       'seven_day_average': 58084}},\n",
       "     'in_icu': {'currently': {'value': 14623,\n",
       "       'calculated': {'population_percent': 0.0044,\n",
       "        'change_from_prior_day': -114,\n",
       "        'seven_day_change_percent': -1.9,\n",
       "        'seven_day_average': 14705}}},\n",
       "     'on_ventilator': {'currently': {'value': 5194,\n",
       "       'calculated': {'population_percent': 0.0016,\n",
       "        'change_from_prior_day': -269,\n",
       "        'seven_day_change_percent': -14.8,\n",
       "        'seven_day_average': 5507}}}},\n",
       "    'death': {'total': {'value': 48545,\n",
       "      'calculated': {'population_percent': 0.0147,\n",
       "       'change_from_prior_day': 1974,\n",
       "       'seven_day_change_percent': 39.8,\n",
       "       'seven_day_average': 42536}}}}},\n",
       "  {'date': '2020-04-23',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 872015,\n",
       "     'calculated': {'population_percent': 0.2636,\n",
       "      'change_from_prior_day': 31953,\n",
       "      'seven_day_change_percent': 29.9}}},\n",
       "   'testing': {'total': {'value': 5014575,\n",
       "     'calculated': {'population_percent': 1.5159,\n",
       "      'change_from_prior_day': 218113,\n",
       "      'seven_day_change_percent': 37.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 59214,\n",
       "      'calculated': {'population_percent': 0.0179,\n",
       "       'change_from_prior_day': 7,\n",
       "       'seven_day_change_percent': -0.5,\n",
       "       'seven_day_average': 58301}},\n",
       "     'in_icu': {'currently': {'value': 14737,\n",
       "       'calculated': {'population_percent': 0.0045,\n",
       "        'change_from_prior_day': -279,\n",
       "        'seven_day_change_percent': -2.6,\n",
       "        'seven_day_average': 14746}}},\n",
       "     'on_ventilator': {'currently': {'value': 5463,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': -11,\n",
       "        'seven_day_change_percent': -8,\n",
       "        'seven_day_average': 5636}}}},\n",
       "    'death': {'total': {'value': 46571,\n",
       "      'calculated': {'population_percent': 0.0141,\n",
       "       'change_from_prior_day': 1809,\n",
       "       'seven_day_change_percent': 42.8,\n",
       "       'seven_day_average': 40562}}}}},\n",
       "  {'date': '2020-04-22',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 840062,\n",
       "     'calculated': {'population_percent': 0.254,\n",
       "      'change_from_prior_day': 29176,\n",
       "      'seven_day_change_percent': 31.3}}},\n",
       "   'testing': {'total': {'value': 4796462,\n",
       "     'calculated': {'population_percent': 1.45,\n",
       "      'change_from_prior_day': 334406,\n",
       "      'seven_day_change_percent': 38}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 59207,\n",
       "      'calculated': {'population_percent': 0.0179,\n",
       "       'change_from_prior_day': -572,\n",
       "       'seven_day_change_percent': -1.2,\n",
       "       'seven_day_average': 58342}},\n",
       "     'in_icu': {'currently': {'value': 15016,\n",
       "       'calculated': {'population_percent': 0.0045,\n",
       "        'change_from_prior_day': 71,\n",
       "        'seven_day_change_percent': 2.6,\n",
       "        'seven_day_average': 14803}}},\n",
       "     'on_ventilator': {'currently': {'value': 5474,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': -40,\n",
       "        'seven_day_change_percent': -9.3,\n",
       "        'seven_day_average': 5704}}}},\n",
       "    'death': {'total': {'value': 44762,\n",
       "      'calculated': {'population_percent': 0.0135,\n",
       "       'change_from_prior_day': 2085,\n",
       "       'seven_day_change_percent': 47.2,\n",
       "       'seven_day_average': 38567}}}}},\n",
       "  {'date': '2020-04-21',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 810886,\n",
       "     'calculated': {'population_percent': 0.2451,\n",
       "      'change_from_prior_day': 26039,\n",
       "      'seven_day_change_percent': 33}}},\n",
       "   'testing': {'total': {'value': 4462056,\n",
       "     'calculated': {'population_percent': 1.3489,\n",
       "      'change_from_prior_day': 166966,\n",
       "      'seven_day_change_percent': 34.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 59779,\n",
       "      'calculated': {'population_percent': 0.0181,\n",
       "       'change_from_prior_day': 3058,\n",
       "       'seven_day_change_percent': 0.3,\n",
       "       'seven_day_average': 58445}},\n",
       "     'in_icu': {'currently': {'value': 14945,\n",
       "       'calculated': {'population_percent': 0.0045,\n",
       "        'change_from_prior_day': 482,\n",
       "        'seven_day_change_percent': 6.4,\n",
       "        'seven_day_average': 14749}}},\n",
       "     'on_ventilator': {'currently': {'value': 5514,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': -55,\n",
       "        'seven_day_change_percent': -7.8,\n",
       "        'seven_day_average': 5784}}}},\n",
       "    'death': {'total': {'value': 42677,\n",
       "      'calculated': {'population_percent': 0.0129,\n",
       "       'change_from_prior_day': 2479,\n",
       "       'seven_day_change_percent': 53.1,\n",
       "       'seven_day_average': 36517}}}}},\n",
       "  {'date': '2020-04-20',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 784847,\n",
       "     'calculated': {'population_percent': 0.2373,\n",
       "      'change_from_prior_day': 25967,\n",
       "      'seven_day_change_percent': 34.4}}},\n",
       "   'testing': {'total': {'value': 4295090,\n",
       "     'calculated': {'population_percent': 1.2984,\n",
       "      'change_from_prior_day': 144633,\n",
       "      'seven_day_change_percent': 35.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 56721,\n",
       "      'calculated': {'population_percent': 0.0171,\n",
       "       'change_from_prior_day': 224,\n",
       "       'seven_day_change_percent': 0.9,\n",
       "       'seven_day_average': 58421}},\n",
       "     'in_icu': {'currently': {'value': 14463,\n",
       "       'calculated': {'population_percent': 0.0044,\n",
       "        'change_from_prior_day': 78,\n",
       "        'seven_day_change_percent': 6.3,\n",
       "        'seven_day_average': 14621}}},\n",
       "     'on_ventilator': {'currently': {'value': 5569,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': -34,\n",
       "        'seven_day_change_percent': -9.7,\n",
       "        'seven_day_average': 5851}}}},\n",
       "    'death': {'total': {'value': 40198,\n",
       "      'calculated': {'population_percent': 0.0122,\n",
       "       'change_from_prior_day': 1816,\n",
       "       'seven_day_change_percent': 57.5,\n",
       "       'seven_day_average': 34401}}}}},\n",
       "  {'date': '2020-04-19',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 758880,\n",
       "     'calculated': {'population_percent': 0.2294,\n",
       "      'change_from_prior_day': 27523,\n",
       "      'seven_day_change_percent': 35.6}}},\n",
       "   'testing': {'total': {'value': 4150457,\n",
       "     'calculated': {'population_percent': 1.2547,\n",
       "      'change_from_prior_day': 148926,\n",
       "      'seven_day_change_percent': 36.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 56497,\n",
       "      'calculated': {'population_percent': 0.0171,\n",
       "       'change_from_prior_day': -1302,\n",
       "       'seven_day_change_percent': 2.2,\n",
       "       'seven_day_average': 58348}},\n",
       "     'in_icu': {'currently': {'value': 14385,\n",
       "       'calculated': {'population_percent': 0.0043,\n",
       "        'change_from_prior_day': -379,\n",
       "        'seven_day_change_percent': 5.8,\n",
       "        'seven_day_average': 14498}}},\n",
       "     'on_ventilator': {'currently': {'value': 5603,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': -130,\n",
       "        'seven_day_change_percent': -6,\n",
       "        'seven_day_average': 5937}}}},\n",
       "    'death': {'total': {'value': 38382,\n",
       "      'calculated': {'population_percent': 0.0116,\n",
       "       'change_from_prior_day': 1763,\n",
       "       'seven_day_change_percent': 60.7,\n",
       "       'seven_day_average': 32304}}}}},\n",
       "  {'date': '2020-04-18',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 731357,\n",
       "     'calculated': {'population_percent': 0.2211,\n",
       "      'change_from_prior_day': 27950,\n",
       "      'seven_day_change_percent': 37.6}}},\n",
       "   'testing': {'total': {'value': 4001531,\n",
       "     'calculated': {'population_percent': 1.2097,\n",
       "      'change_from_prior_day': 171880,\n",
       "      'seven_day_change_percent': 38}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 57799,\n",
       "      'calculated': {'population_percent': 0.0175,\n",
       "       'change_from_prior_day': -1093,\n",
       "       'seven_day_change_percent': 4,\n",
       "       'seven_day_average': 58176}},\n",
       "     'in_icu': {'currently': {'value': 14764,\n",
       "       'calculated': {'population_percent': 0.0045,\n",
       "        'change_from_prior_day': -146,\n",
       "        'seven_day_change_percent': 11.1,\n",
       "        'seven_day_average': 14385}}},\n",
       "     'on_ventilator': {'currently': {'value': 5733,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': -365,\n",
       "        'seven_day_change_percent': -4.2,\n",
       "        'seven_day_average': 5988}}}},\n",
       "    'death': {'total': {'value': 36619,\n",
       "      'calculated': {'population_percent': 0.0111,\n",
       "       'change_from_prior_day': 1895,\n",
       "       'seven_day_change_percent': 65.1,\n",
       "       'seven_day_average': 30232}}}}},\n",
       "  {'date': '2020-04-17',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 703407,\n",
       "     'calculated': {'population_percent': 0.2126,\n",
       "      'change_from_prior_day': 31984,\n",
       "      'seven_day_change_percent': 40.6}}},\n",
       "   'testing': {'total': {'value': 3829651,\n",
       "     'calculated': {'population_percent': 1.1577,\n",
       "      'change_from_prior_day': 172149,\n",
       "      'seven_day_change_percent': 39.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 58892,\n",
       "      'calculated': {'population_percent': 0.0178,\n",
       "       'change_from_prior_day': -604,\n",
       "       'seven_day_change_percent': 10.8,\n",
       "       'seven_day_average': 57857}},\n",
       "     'in_icu': {'currently': {'value': 14910,\n",
       "       'calculated': {'population_percent': 0.0045,\n",
       "        'change_from_prior_day': -226,\n",
       "        'seven_day_change_percent': 17.5,\n",
       "        'seven_day_average': 14175}}},\n",
       "     'on_ventilator': {'currently': {'value': 6098,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': 158,\n",
       "        'seven_day_change_percent': 2.7,\n",
       "        'seven_day_average': 6024}}}},\n",
       "    'death': {'total': {'value': 34724,\n",
       "      'calculated': {'population_percent': 0.0105,\n",
       "       'change_from_prior_day': 2118,\n",
       "       'seven_day_change_percent': 72.7,\n",
       "       'seven_day_average': 28170}}}}},\n",
       "  {'date': '2020-04-16',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 671423,\n",
       "     'calculated': {'population_percent': 0.203,\n",
       "      'change_from_prior_day': 31527,\n",
       "      'seven_day_change_percent': 43.9}}},\n",
       "   'testing': {'total': {'value': 3657502,\n",
       "     'calculated': {'population_percent': 1.1057,\n",
       "      'change_from_prior_day': 183046,\n",
       "      'seven_day_change_percent': 41.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 59496,\n",
       "      'calculated': {'population_percent': 0.018,\n",
       "       'change_from_prior_day': -434,\n",
       "       'seven_day_change_percent': 15.9,\n",
       "       'seven_day_average': 57039}},\n",
       "     'in_icu': {'currently': {'value': 15136,\n",
       "       'calculated': {'population_percent': 0.0046,\n",
       "        'change_from_prior_day': 497,\n",
       "        'seven_day_change_percent': 21.6,\n",
       "        'seven_day_average': 13859}}},\n",
       "     'on_ventilator': {'currently': {'value': 5940,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': -93,\n",
       "        'seven_day_change_percent': 2.4,\n",
       "        'seven_day_average': 6001}}}},\n",
       "    'death': {'total': {'value': 32606,\n",
       "      'calculated': {'population_percent': 0.0099,\n",
       "       'change_from_prior_day': 2194,\n",
       "       'seven_day_change_percent': 80.9,\n",
       "       'seven_day_average': 26082}}}}},\n",
       "  {'date': '2020-04-15',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 639896,\n",
       "     'calculated': {'population_percent': 0.1934,\n",
       "      'change_from_prior_day': 29983,\n",
       "      'seven_day_change_percent': 48.2}}},\n",
       "   'testing': {'total': {'value': 3474456,\n",
       "     'calculated': {'population_percent': 1.0503,\n",
       "      'change_from_prior_day': 149278,\n",
       "      'seven_day_change_percent': 43.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 59930,\n",
       "      'calculated': {'population_percent': 0.0181,\n",
       "       'change_from_prior_day': 320,\n",
       "       'seven_day_change_percent': 32.1,\n",
       "       'seven_day_average': 55871}},\n",
       "     'in_icu': {'currently': {'value': 14639,\n",
       "       'calculated': {'population_percent': 0.0044,\n",
       "        'change_from_prior_day': 592,\n",
       "        'seven_day_change_percent': 42.5,\n",
       "        'seven_day_average': 13474}}},\n",
       "     'on_ventilator': {'currently': {'value': 6033,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': 52,\n",
       "        'seven_day_change_percent': 45.7,\n",
       "        'seven_day_average': 5981}}}},\n",
       "    'death': {'total': {'value': 30412,\n",
       "      'calculated': {'population_percent': 0.0092,\n",
       "       'change_from_prior_day': 2545,\n",
       "       'seven_day_change_percent': 90.4,\n",
       "       'seven_day_average': 23998}}}}},\n",
       "  {'date': '2020-04-14',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 609913,\n",
       "     'calculated': {'population_percent': 0.1844,\n",
       "      'change_from_prior_day': 25912,\n",
       "      'seven_day_change_percent': 52.2}}},\n",
       "   'testing': {'total': {'value': 3325178,\n",
       "     'calculated': {'population_percent': 1.0052,\n",
       "      'change_from_prior_day': 160255,\n",
       "      'seven_day_change_percent': 47.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 59610,\n",
       "      'calculated': {'population_percent': 0.018,\n",
       "       'change_from_prior_day': 3399,\n",
       "       'seven_day_change_percent': 35.9,\n",
       "       'seven_day_average': 53790}},\n",
       "     'in_icu': {'currently': {'value': 14047,\n",
       "       'calculated': {'population_percent': 0.0042,\n",
       "        'change_from_prior_day': 442,\n",
       "        'seven_day_change_percent': 40.8,\n",
       "        'seven_day_average': 12851}}},\n",
       "     'on_ventilator': {'currently': {'value': 5981,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': -189,\n",
       "        'seven_day_change_percent': 47.8,\n",
       "        'seven_day_average': 5711}}}},\n",
       "    'death': {'total': {'value': 27867,\n",
       "      'calculated': {'population_percent': 0.0084,\n",
       "       'change_from_prior_day': 2352,\n",
       "       'seven_day_change_percent': 99.5,\n",
       "       'seven_day_average': 21936}}}}},\n",
       "  {'date': '2020-04-13',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 584001,\n",
       "     'calculated': {'population_percent': 0.1765,\n",
       "      'change_from_prior_day': 24252,\n",
       "      'seven_day_change_percent': 57.7}}},\n",
       "   'testing': {'total': {'value': 3164923,\n",
       "     'calculated': {'population_percent': 0.9568,\n",
       "      'change_from_prior_day': 125624,\n",
       "      'seven_day_change_percent': 52.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 56211,\n",
       "      'calculated': {'population_percent': 0.017,\n",
       "       'change_from_prior_day': 917,\n",
       "       'seven_day_change_percent': 55.5,\n",
       "       'seven_day_average': 51538}},\n",
       "     'in_icu': {'currently': {'value': 13605,\n",
       "       'calculated': {'population_percent': 0.0041,\n",
       "        'change_from_prior_day': 8,\n",
       "        'seven_day_change_percent': 92.2,\n",
       "        'seven_day_average': 12270}}},\n",
       "     'on_ventilator': {'currently': {'value': 6170,\n",
       "       'calculated': {'population_percent': 0.0019,\n",
       "        'change_from_prior_day': 208,\n",
       "        'seven_day_change_percent': 108.4,\n",
       "        'seven_day_average': 5435}}}},\n",
       "    'death': {'total': {'value': 25515,\n",
       "      'calculated': {'population_percent': 0.0077,\n",
       "       'change_from_prior_day': 1633,\n",
       "       'seven_day_change_percent': 113.8,\n",
       "       'seven_day_average': 19950}}}}},\n",
       "  {'date': '2020-04-12',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 559749,\n",
       "     'calculated': {'population_percent': 0.1692,\n",
       "      'change_from_prior_day': 28127,\n",
       "      'seven_day_change_percent': 63.7}}},\n",
       "   'testing': {'total': {'value': 3039299,\n",
       "     'calculated': {'population_percent': 0.9188,\n",
       "      'change_from_prior_day': 140609,\n",
       "      'seven_day_change_percent': 56.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 55294,\n",
       "      'calculated': {'population_percent': 0.0167,\n",
       "       'change_from_prior_day': -269,\n",
       "       'seven_day_change_percent': 71.8,\n",
       "       'seven_day_average': 48673}},\n",
       "     'in_icu': {'currently': {'value': 13597,\n",
       "       'calculated': {'population_percent': 0.0041,\n",
       "        'change_from_prior_day': 304,\n",
       "        'seven_day_change_percent': 134,\n",
       "        'seven_day_average': 11337}}},\n",
       "     'on_ventilator': {'currently': {'value': 5962,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': -24,\n",
       "        'seven_day_change_percent': 817.2,\n",
       "        'seven_day_average': 4976}}}},\n",
       "    'death': {'total': {'value': 23882,\n",
       "      'calculated': {'population_percent': 0.0072,\n",
       "       'change_from_prior_day': 1700,\n",
       "       'seven_day_change_percent': 124.9,\n",
       "       'seven_day_average': 18010}}}}},\n",
       "  {'date': '2020-04-11',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 531622,\n",
       "     'calculated': {'population_percent': 0.1607,\n",
       "      'change_from_prior_day': 31282,\n",
       "      'seven_day_change_percent': 68.2}}},\n",
       "   'testing': {'total': {'value': 2898690,\n",
       "     'calculated': {'population_percent': 0.8763,\n",
       "      'change_from_prior_day': 158723,\n",
       "      'seven_day_change_percent': 60.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 55563,\n",
       "      'calculated': {'population_percent': 0.0168,\n",
       "       'change_from_prior_day': 2396,\n",
       "       'seven_day_change_percent': 82.4,\n",
       "       'seven_day_average': 45371}},\n",
       "     'in_icu': {'currently': {'value': 13293,\n",
       "       'calculated': {'population_percent': 0.004,\n",
       "        'change_from_prior_day': 600,\n",
       "        'seven_day_change_percent': 141.7,\n",
       "        'seven_day_average': 10225}}},\n",
       "     'on_ventilator': {'currently': {'value': 5986,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': 49,\n",
       "        'seven_day_change_percent': 812.5,\n",
       "        'seven_day_average': 4217}}}},\n",
       "    'death': {'total': {'value': 22182,\n",
       "      'calculated': {'population_percent': 0.0067,\n",
       "       'change_from_prior_day': 2075,\n",
       "       'seven_day_change_percent': 139.1,\n",
       "       'seven_day_average': 16115}}}}},\n",
       "  {'date': '2020-04-10',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 500340,\n",
       "     'calculated': {'population_percent': 0.1513,\n",
       "      'change_from_prior_day': 33732,\n",
       "      'seven_day_change_percent': 76.8}}},\n",
       "   'testing': {'total': {'value': 2739967,\n",
       "     'calculated': {'population_percent': 0.8283,\n",
       "      'change_from_prior_day': 155676,\n",
       "      'seven_day_change_percent': 73.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 53167,\n",
       "      'calculated': {'population_percent': 0.0161,\n",
       "       'change_from_prior_day': 1844,\n",
       "       'seven_day_change_percent': 106.7,\n",
       "       'seven_day_average': 41785}},\n",
       "     'in_icu': {'currently': {'value': 12693,\n",
       "       'calculated': {'population_percent': 0.0038,\n",
       "        'change_from_prior_day': 248,\n",
       "        'seven_day_change_percent': 157.6,\n",
       "        'seven_day_average': 9112}}},\n",
       "     'on_ventilator': {'currently': {'value': 5937,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': 139,\n",
       "        'seven_day_change_percent': 853,\n",
       "        'seven_day_average': 3456}}}},\n",
       "    'death': {'total': {'value': 20107,\n",
       "      'calculated': {'population_percent': 0.0061,\n",
       "       'change_from_prior_day': 2083,\n",
       "       'seven_day_change_percent': 157.8,\n",
       "       'seven_day_average': 14271}}}}},\n",
       "  {'date': '2020-04-09',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 466608,\n",
       "     'calculated': {'population_percent': 0.1411,\n",
       "      'change_from_prior_day': 34961,\n",
       "      'seven_day_change_percent': 85.8}}},\n",
       "   'testing': {'total': {'value': 2584291,\n",
       "     'calculated': {'population_percent': 0.7812,\n",
       "      'change_from_prior_day': 170558,\n",
       "      'seven_day_change_percent': 79.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 51323,\n",
       "      'calculated': {'population_percent': 0.0155,\n",
       "       'change_from_prior_day': 5964,\n",
       "       'seven_day_change_percent': 123.2,\n",
       "       'seven_day_average': 37864}},\n",
       "     'in_icu': {'currently': {'value': 12445,\n",
       "       'calculated': {'population_percent': 0.0038,\n",
       "        'change_from_prior_day': 2169,\n",
       "        'seven_day_change_percent': 175.8,\n",
       "        'seven_day_average': 8002}}},\n",
       "     'on_ventilator': {'currently': {'value': 5798,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': 1656,\n",
       "        'seven_day_change_percent': 906.6,\n",
       "        'seven_day_average': 2697}}}},\n",
       "    'death': {'total': {'value': 18024,\n",
       "      'calculated': {'population_percent': 0.0054,\n",
       "       'change_from_prior_day': 2051,\n",
       "       'seven_day_change_percent': 176.8,\n",
       "       'seven_day_average': 12513}}}}},\n",
       "  {'date': '2020-04-08',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 431647,\n",
       "     'calculated': {'population_percent': 0.1305,\n",
       "      'change_from_prior_day': 30996,\n",
       "      'seven_day_change_percent': 93.5}}},\n",
       "   'testing': {'total': {'value': 2413733,\n",
       "     'calculated': {'population_percent': 0.7297,\n",
       "      'change_from_prior_day': 165594,\n",
       "      'seven_day_change_percent': 84.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 45359,\n",
       "      'calculated': {'population_percent': 0.0137,\n",
       "       'change_from_prior_day': 1510,\n",
       "       'seven_day_change_percent': 117,\n",
       "       'seven_day_average': 33817}},\n",
       "     'in_icu': {'currently': {'value': 10276,\n",
       "       'calculated': {'population_percent': 0.0031,\n",
       "        'change_from_prior_day': 298,\n",
       "        'seven_day_change_percent': 161,\n",
       "        'seven_day_average': 6869}}},\n",
       "     'on_ventilator': {'currently': {'value': 4142,\n",
       "       'calculated': {'population_percent': 0.0013,\n",
       "        'change_from_prior_day': 95,\n",
       "        'seven_day_change_percent': 638.3,\n",
       "        'seven_day_average': 1951}}}},\n",
       "    'death': {'total': {'value': 15973,\n",
       "      'calculated': {'population_percent': 0.0048,\n",
       "       'change_from_prior_day': 2003,\n",
       "       'seven_day_change_percent': 199.3,\n",
       "       'seven_day_average': 10868}}}}},\n",
       "  {'date': '2020-04-07',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 400651,\n",
       "     'calculated': {'population_percent': 0.1211,\n",
       "      'change_from_prior_day': 30430,\n",
       "      'seven_day_change_percent': 103.6}}},\n",
       "   'testing': {'total': {'value': 2248139,\n",
       "     'calculated': {'population_percent': 0.6796,\n",
       "      'change_from_prior_day': 170116,\n",
       "      'seven_day_change_percent': 89.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 43849,\n",
       "      'calculated': {'population_percent': 0.0133,\n",
       "       'change_from_prior_day': 7690,\n",
       "       'seven_day_change_percent': 141.5,\n",
       "       'seven_day_average': 30324}},\n",
       "     'in_icu': {'currently': {'value': 9978,\n",
       "       'calculated': {'population_percent': 0.003,\n",
       "        'change_from_prior_day': 2899,\n",
       "        'seven_day_change_percent': 186.1,\n",
       "        'seven_day_average': 5964}}},\n",
       "     'on_ventilator': {'currently': {'value': 4047,\n",
       "       'calculated': {'population_percent': 0.0012,\n",
       "        'change_from_prior_day': 1086,\n",
       "        'seven_day_change_percent': 699.8,\n",
       "        'seven_day_average': 1439}}}},\n",
       "    'death': {'total': {'value': 13970,\n",
       "      'calculated': {'population_percent': 0.0042,\n",
       "       'change_from_prior_day': 2038,\n",
       "       'seven_day_change_percent': 222.6,\n",
       "       'seven_day_average': 9349}}}}},\n",
       "  {'date': '2020-04-06',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 370221,\n",
       "     'calculated': {'population_percent': 0.1119,\n",
       "      'change_from_prior_day': 28262,\n",
       "      'seven_day_change_percent': 115.4}}},\n",
       "   'testing': {'total': {'value': 2078023,\n",
       "     'calculated': {'population_percent': 0.6282,\n",
       "      'change_from_prior_day': 137710,\n",
       "      'seven_day_change_percent': 94.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 36159,\n",
       "      'calculated': {'population_percent': 0.0109,\n",
       "       'change_from_prior_day': 3979,\n",
       "       'seven_day_change_percent': 127.5,\n",
       "       'seven_day_average': 26653}},\n",
       "     'in_icu': {'currently': {'value': 7079,\n",
       "       'calculated': {'population_percent': 0.0021,\n",
       "        'change_from_prior_day': 1268,\n",
       "        'seven_day_change_percent': 129.3,\n",
       "        'seven_day_average': 5036}}},\n",
       "     'on_ventilator': {'currently': {'value': 2961,\n",
       "       'calculated': {'population_percent': 0.0009,\n",
       "        'change_from_prior_day': 2311,\n",
       "        'seven_day_change_percent': 559.5,\n",
       "        'seven_day_average': 933}}}},\n",
       "    'death': {'total': {'value': 11932,\n",
       "      'calculated': {'population_percent': 0.0036,\n",
       "       'change_from_prior_day': 1314,\n",
       "       'seven_day_change_percent': 248.7,\n",
       "       'seven_day_average': 7972}}}}},\n",
       "  {'date': '2020-04-05',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 341959,\n",
       "     'calculated': {'population_percent': 0.1034,\n",
       "      'change_from_prior_day': 25877,\n",
       "      'seven_day_change_percent': 126.9}}},\n",
       "   'testing': {'total': {'value': 1940313,\n",
       "     'calculated': {'population_percent': 0.5866,\n",
       "      'change_from_prior_day': 129555,\n",
       "      'seven_day_change_percent': 100.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 32180,\n",
       "      'calculated': {'population_percent': 0.0097,\n",
       "       'change_from_prior_day': 1724,\n",
       "       'seven_day_change_percent': 129,\n",
       "       'seven_day_average': 23758}},\n",
       "     'in_icu': {'currently': {'value': 5811,\n",
       "       'calculated': {'population_percent': 0.0018,\n",
       "        'change_from_prior_day': 311,\n",
       "        'seven_day_change_percent': 136.6,\n",
       "        'seven_day_average': 4466}}},\n",
       "     'on_ventilator': {'currently': {'value': 650,\n",
       "       'calculated': {'population_percent': 0.0002,\n",
       "        'change_from_prior_day': -6,\n",
       "        'seven_day_change_percent': 50.1,\n",
       "        'seven_day_average': 574}}}},\n",
       "    'death': {'total': {'value': 10618,\n",
       "      'calculated': {'population_percent': 0.0032,\n",
       "       'change_from_prior_day': 1342,\n",
       "       'seven_day_change_percent': 274.3,\n",
       "       'seven_day_average': 6756}}}}},\n",
       "  {'date': '2020-04-04',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 316082,\n",
       "     'calculated': {'population_percent': 0.0956,\n",
       "      'change_from_prior_day': 33102,\n",
       "      'seven_day_change_percent': 141.3}}},\n",
       "   'testing': {'total': {'value': 1810758,\n",
       "     'calculated': {'population_percent': 0.5474,\n",
       "      'change_from_prior_day': 231172,\n",
       "      'seven_day_change_percent': 105.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 30456,\n",
       "      'calculated': {'population_percent': 0.0092,\n",
       "       'change_from_prior_day': 4733,\n",
       "       'seven_day_change_percent': 145.8,\n",
       "       'seven_day_average': 21169}},\n",
       "     'in_icu': {'currently': {'value': 5500,\n",
       "       'calculated': {'population_percent': 0.0017,\n",
       "        'change_from_prior_day': 572,\n",
       "        'seven_day_change_percent': 153,\n",
       "        'seven_day_average': 3987}}},\n",
       "     'on_ventilator': {'currently': {'value': 656,\n",
       "       'calculated': {'population_percent': 0.0002,\n",
       "        'change_from_prior_day': 33,\n",
       "        'seven_day_change_percent': 68.2,\n",
       "        'seven_day_average': 543}}}},\n",
       "    'death': {'total': {'value': 9276,\n",
       "      'calculated': {'population_percent': 0.0028,\n",
       "       'change_from_prior_day': 1478,\n",
       "       'seven_day_change_percent': 297.8,\n",
       "       'seven_day_average': 5644}}}}},\n",
       "  {'date': '2020-04-03',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 282980,\n",
       "     'calculated': {'population_percent': 0.0855,\n",
       "      'change_from_prior_day': 31838,\n",
       "      'seven_day_change_percent': 154.4}}},\n",
       "   'testing': {'total': {'value': 1579586,\n",
       "     'calculated': {'population_percent': 0.4775,\n",
       "      'change_from_prior_day': 142351,\n",
       "      'seven_day_change_percent': 105.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 25723,\n",
       "      'calculated': {'population_percent': 0.0078,\n",
       "       'change_from_prior_day': 2728,\n",
       "       'seven_day_change_percent': 136.3,\n",
       "       'seven_day_average': 18588}},\n",
       "     'in_icu': {'currently': {'value': 4928,\n",
       "       'calculated': {'population_percent': 0.0015,\n",
       "        'change_from_prior_day': 415,\n",
       "        'seven_day_change_percent': 175,\n",
       "        'seven_day_average': 3512}}},\n",
       "     'on_ventilator': {'currently': {'value': 623,\n",
       "       'calculated': {'population_percent': 0.0002,\n",
       "        'change_from_prior_day': 47,\n",
       "        'seven_day_change_percent': 112.6,\n",
       "        'seven_day_average': 505}}}},\n",
       "    'death': {'total': {'value': 7798,\n",
       "      'calculated': {'population_percent': 0.0024,\n",
       "       'change_from_prior_day': 1287,\n",
       "       'seven_day_change_percent': 337.8,\n",
       "       'seven_day_average': 4652}}}}},\n",
       "  {'date': '2020-04-02',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 251142,\n",
       "     'calculated': {'population_percent': 0.0759,\n",
       "      'change_from_prior_day': 28071,\n",
       "      'seven_day_change_percent': 173}}},\n",
       "   'testing': {'total': {'value': 1437235,\n",
       "     'calculated': {'population_percent': 0.4345,\n",
       "      'change_from_prior_day': 130666,\n",
       "      'seven_day_change_percent': 115.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 22995,\n",
       "      'calculated': {'population_percent': 0.007,\n",
       "       'change_from_prior_day': 2089,\n",
       "       'seven_day_change_percent': 194.6,\n",
       "       'seven_day_average': 16469}},\n",
       "     'in_icu': {'currently': {'value': 4513,\n",
       "       'calculated': {'population_percent': 0.0014,\n",
       "        'change_from_prior_day': 576,\n",
       "        'seven_day_change_percent': 247.4,\n",
       "        'seven_day_average': 3064}}},\n",
       "     'on_ventilator': {'currently': {'value': 576,\n",
       "       'calculated': {'population_percent': 0.0002,\n",
       "        'change_from_prior_day': 15,\n",
       "        'seven_day_change_percent': 123.3,\n",
       "        'seven_day_average': 458}}}},\n",
       "    'death': {'total': {'value': 6511,\n",
       "      'calculated': {'population_percent': 0.002,\n",
       "       'change_from_prior_day': 1175,\n",
       "       'seven_day_change_percent': 374.9,\n",
       "       'seven_day_average': 3793}}}}},\n",
       "  {'date': '2020-04-01',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 223071,\n",
       "     'calculated': {'population_percent': 0.0674,\n",
       "      'change_from_prior_day': 26257,\n",
       "      'seven_day_change_percent': 199.9}}},\n",
       "   'testing': {'total': {'value': 1306569,\n",
       "     'calculated': {'population_percent': 0.395,\n",
       "      'change_from_prior_day': 123021,\n",
       "      'seven_day_change_percent': 132.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 20906,\n",
       "      'calculated': {'population_percent': 0.0063,\n",
       "       'change_from_prior_day': 2751,\n",
       "       'seven_day_change_percent': 306.7,\n",
       "       'seven_day_average': 14299}},\n",
       "     'in_icu': {'currently': {'value': 3937,\n",
       "       'calculated': {'population_percent': 0.0012,\n",
       "        'change_from_prior_day': 450,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': 2605}}},\n",
       "     'on_ventilator': {'currently': {'value': 561,\n",
       "       'calculated': {'population_percent': 0.0002,\n",
       "        'change_from_prior_day': 55,\n",
       "        'seven_day_change_percent': 235.9,\n",
       "        'seven_day_average': 413}}}},\n",
       "    'death': {'total': {'value': 5336,\n",
       "      'calculated': {'population_percent': 0.0016,\n",
       "       'change_from_prior_day': 1006,\n",
       "       'seven_day_change_percent': 404.3,\n",
       "       'seven_day_average': 3058}}}}},\n",
       "  {'date': '2020-03-31',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 196814,\n",
       "     'calculated': {'population_percent': 0.0595,\n",
       "      'change_from_prior_day': 24947,\n",
       "      'seven_day_change_percent': 218.7}}},\n",
       "   'testing': {'total': {'value': 1183548,\n",
       "     'calculated': {'population_percent': 0.3578,\n",
       "      'change_from_prior_day': 114567,\n",
       "      'seven_day_change_percent': 147.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 18155,\n",
       "      'calculated': {'population_percent': 0.0055,\n",
       "       'change_from_prior_day': 2263,\n",
       "       'seven_day_change_percent': 361,\n",
       "       'seven_day_average': 12047}},\n",
       "     'in_icu': {'currently': {'value': 3487,\n",
       "       'calculated': {'population_percent': 0.0011,\n",
       "        'change_from_prior_day': 400,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': 2382}}},\n",
       "     'on_ventilator': {'currently': {'value': 506,\n",
       "       'calculated': {'population_percent': 0.0002,\n",
       "        'change_from_prior_day': 57,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': 357}}}},\n",
       "    'death': {'total': {'value': 4330,\n",
       "      'calculated': {'population_percent': 0.0013,\n",
       "       'change_from_prior_day': 908,\n",
       "       'seven_day_change_percent': 430,\n",
       "       'seven_day_average': 2447}}}}},\n",
       "  {'date': '2020-03-30',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 171867,\n",
       "     'calculated': {'population_percent': 0.052,\n",
       "      'change_from_prior_day': 21187,\n",
       "      'seven_day_change_percent': 237.8}}},\n",
       "   'testing': {'total': {'value': 1068981,\n",
       "     'calculated': {'population_percent': 0.3232,\n",
       "      'change_from_prior_day': 100592,\n",
       "      'seven_day_change_percent': 172.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 15892,\n",
       "      'calculated': {'population_percent': 0.0048,\n",
       "       'change_from_prior_day': 1837,\n",
       "       'seven_day_change_percent': 465.1,\n",
       "       'seven_day_average': 10016}},\n",
       "     'in_icu': {'currently': {'value': 3087,\n",
       "       'calculated': {'population_percent': 0.0009,\n",
       "        'change_from_prior_day': 631,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': 2162}}},\n",
       "     'on_ventilator': {'currently': {'value': 449,\n",
       "       'calculated': {'population_percent': 0.0001,\n",
       "        'change_from_prior_day': 16,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': 332}}}},\n",
       "    'death': {'total': {'value': 3422,\n",
       "      'calculated': {'population_percent': 0.001,\n",
       "       'change_from_prior_day': 585,\n",
       "       'seven_day_change_percent': 489,\n",
       "       'seven_day_average': 1945}}}}},\n",
       "  {'date': '2020-03-29',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 150680,\n",
       "     'calculated': {'population_percent': 0.0456,\n",
       "      'change_from_prior_day': 19681,\n",
       "      'seven_day_change_percent': 279.6}}},\n",
       "   'testing': {'total': {'value': 968389,\n",
       "     'calculated': {'population_percent': 0.2927,\n",
       "      'change_from_prior_day': 87451,\n",
       "      'seven_day_change_percent': 189.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 14055,\n",
       "      'calculated': {'population_percent': 0.0042,\n",
       "       'change_from_prior_day': 1662,\n",
       "       'seven_day_change_percent': 546.8,\n",
       "       'seven_day_average': 8147}},\n",
       "     'in_icu': {'currently': {'value': 2456,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 282,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': 1930}}},\n",
       "     'on_ventilator': {'currently': {'value': 433,\n",
       "       'calculated': {'population_percent': 0.0001,\n",
       "        'change_from_prior_day': 43,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': 308}}}},\n",
       "    'death': {'total': {'value': 2837,\n",
       "      'calculated': {'population_percent': 0.0009,\n",
       "       'change_from_prior_day': 505,\n",
       "       'seven_day_change_percent': 491,\n",
       "       'seven_day_average': 1540}}}}},\n",
       "  {'date': '2020-03-28',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 130999,\n",
       "     'calculated': {'population_percent': 0.0396,\n",
       "      'change_from_prior_day': 19780,\n",
       "      'seven_day_change_percent': 330}}},\n",
       "   'testing': {'total': {'value': 880938,\n",
       "     'calculated': {'population_percent': 0.2663,\n",
       "      'change_from_prior_day': 111615,\n",
       "      'seven_day_change_percent': 211.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 12393,\n",
       "      'calculated': {'population_percent': 0.0037,\n",
       "       'change_from_prior_day': 1506,\n",
       "       'seven_day_change_percent': 730.6,\n",
       "       'seven_day_average': 6450}},\n",
       "     'in_icu': {'currently': {'value': 2174,\n",
       "       'calculated': {'population_percent': 0.0007,\n",
       "        'change_from_prior_day': 382,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': 1755}}},\n",
       "     'on_ventilator': {'currently': {'value': 390,\n",
       "       'calculated': {'population_percent': 0.0001,\n",
       "        'change_from_prior_day': 97,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': 277}}}},\n",
       "    'death': {'total': {'value': 2332,\n",
       "      'calculated': {'population_percent': 0.0007,\n",
       "       'change_from_prior_day': 551,\n",
       "       'seven_day_change_percent': 596.1,\n",
       "       'seven_day_average': 1203}}}}},\n",
       "  {'date': '2020-03-27',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 111219,\n",
       "     'calculated': {'population_percent': 0.0336,\n",
       "      'change_from_prior_day': 19223,\n",
       "      'seven_day_change_percent': 372.8}}},\n",
       "   'testing': {'total': {'value': 769323,\n",
       "     'calculated': {'population_percent': 0.2326,\n",
       "      'change_from_prior_day': 101375,\n",
       "      'seven_day_change_percent': 233.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 10887,\n",
       "      'calculated': {'population_percent': 0.0033,\n",
       "       'change_from_prior_day': 3082,\n",
       "       'seven_day_change_percent': 944.8,\n",
       "       'seven_day_average': 4892}},\n",
       "     'in_icu': {'currently': {'value': 1792,\n",
       "       'calculated': {'population_percent': 0.0005,\n",
       "        'change_from_prior_day': 493,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': 1546}}},\n",
       "     'on_ventilator': {'currently': {'value': 293,\n",
       "       'calculated': {'population_percent': 0.0001,\n",
       "        'change_from_prior_day': 35,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': 239}}}},\n",
       "    'death': {'total': {'value': 1781,\n",
       "      'calculated': {'population_percent': 0.0005,\n",
       "       'change_from_prior_day': 410,\n",
       "       'seven_day_change_percent': 552.4,\n",
       "       'seven_day_average': 918}}}}},\n",
       "  {'date': '2020-03-26',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 91996,\n",
       "     'calculated': {'population_percent': 0.0278,\n",
       "      'change_from_prior_day': 17604,\n",
       "      'seven_day_change_percent': 427.9}}},\n",
       "   'testing': {'total': {'value': 667948,\n",
       "     'calculated': {'population_percent': 0.2019,\n",
       "      'change_from_prior_day': 106554,\n",
       "      'seven_day_change_percent': 268.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 7805,\n",
       "      'calculated': {'population_percent': 0.0024,\n",
       "       'change_from_prior_day': 2665,\n",
       "       'seven_day_change_percent': 1165,\n",
       "       'seven_day_average': 3486}},\n",
       "     'in_icu': {'currently': {'value': 1299,\n",
       "       'calculated': {'population_percent': 0.0004,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': 1299}}},\n",
       "     'on_ventilator': {'currently': {'value': 258,\n",
       "       'calculated': {'population_percent': 0.0001,\n",
       "        'change_from_prior_day': 91,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': 212}}}},\n",
       "    'death': {'total': {'value': 1371,\n",
       "      'calculated': {'population_percent': 0.0004,\n",
       "       'change_from_prior_day': 313,\n",
       "       'seven_day_change_percent': 575.4,\n",
       "       'seven_day_average': 702}}}}},\n",
       "  {'date': '2020-03-25',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 74392,\n",
       "     'calculated': {'population_percent': 0.0225,\n",
       "      'change_from_prior_day': 12636,\n",
       "      'seven_day_change_percent': 480.5}}},\n",
       "   'testing': {'total': {'value': 561394,\n",
       "     'calculated': {'population_percent': 0.1697,\n",
       "      'change_from_prior_day': 82501,\n",
       "      'seven_day_change_percent': 295.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 5140,\n",
       "      'calculated': {'population_percent': 0.0016,\n",
       "       'change_from_prior_day': 1202,\n",
       "       'seven_day_change_percent': 1135.6,\n",
       "       'seven_day_average': 2459}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': 167,\n",
       "       'calculated': {'population_percent': 0.0001,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': 167}}}},\n",
       "    'death': {'total': {'value': 1058,\n",
       "      'calculated': {'population_percent': 0.0003,\n",
       "       'change_from_prior_day': 241,\n",
       "       'seven_day_change_percent': 596.1,\n",
       "       'seven_day_average': 535}}}}},\n",
       "  {'date': '2020-03-24',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 61756,\n",
       "     'calculated': {'population_percent': 0.0187,\n",
       "      'change_from_prior_day': 10883,\n",
       "      'seven_day_change_percent': 552.5}}},\n",
       "   'testing': {'total': {'value': 478893,\n",
       "     'calculated': {'population_percent': 0.1448,\n",
       "      'change_from_prior_day': 86611,\n",
       "      'seven_day_change_percent': 336.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 3938,\n",
       "      'calculated': {'population_percent': 0.0012,\n",
       "       'change_from_prior_day': 1126,\n",
       "       'seven_day_change_percent': 1111.7,\n",
       "       'seven_day_average': 1784}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 817,\n",
       "      'calculated': {'population_percent': 0.0002,\n",
       "       'change_from_prior_day': 236,\n",
       "       'seven_day_change_percent': 558.9,\n",
       "       'seven_day_average': 406}}}}},\n",
       "  {'date': '2020-03-23',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 50873,\n",
       "     'calculated': {'population_percent': 0.0154,\n",
       "      'change_from_prior_day': 11182,\n",
       "      'seven_day_change_percent': 589.6}}},\n",
       "   'testing': {'total': {'value': 392282,\n",
       "     'calculated': {'population_percent': 0.1186,\n",
       "      'change_from_prior_day': 57311,\n",
       "      'seven_day_change_percent': 372.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 2812,\n",
       "      'calculated': {'population_percent': 0.0009,\n",
       "       'change_from_prior_day': 639,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 1268}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 581,\n",
       "      'calculated': {'population_percent': 0.0002,\n",
       "       'change_from_prior_day': 101,\n",
       "       'seven_day_change_percent': 469.6,\n",
       "       'seven_day_average': 307}}}}},\n",
       "  {'date': '2020-03-22',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 39691,\n",
       "     'calculated': {'population_percent': 0.012,\n",
       "      'change_from_prior_day': 9229,\n",
       "      'seven_day_change_percent': 600.8}}},\n",
       "   'testing': {'total': {'value': 334971,\n",
       "     'calculated': {'population_percent': 0.1013,\n",
       "      'change_from_prior_day': 52169,\n",
       "      'seven_day_change_percent': 458}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 2173,\n",
       "      'calculated': {'population_percent': 0.0007,\n",
       "       'change_from_prior_day': 681,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 1011}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 480,\n",
       "      'calculated': {'population_percent': 0.0001,\n",
       "       'change_from_prior_day': 145,\n",
       "       'seven_day_change_percent': 500,\n",
       "       'seven_day_average': 238}}}}},\n",
       "  {'date': '2020-03-21',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 30462,\n",
       "     'calculated': {'population_percent': 0.0092,\n",
       "      'change_from_prior_day': 6940,\n",
       "      'seven_day_change_percent': 596.1}}},\n",
       "   'testing': {'total': {'value': 282802,\n",
       "     'calculated': {'population_percent': 0.0855,\n",
       "      'change_from_prior_day': 52201,\n",
       "      'seven_day_change_percent': 467.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 1492,\n",
       "      'calculated': {'population_percent': 0.0005,\n",
       "       'change_from_prior_day': 450,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 778}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 335,\n",
       "      'calculated': {'population_percent': 0.0001,\n",
       "       'change_from_prior_day': 62,\n",
       "       'seven_day_change_percent': 415.4,\n",
       "       'seven_day_average': 181}}}}},\n",
       "  {'date': '2020-03-20',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 23522,\n",
       "     'calculated': {'population_percent': 0.0071,\n",
       "      'change_from_prior_day': 6095,\n",
       "      'seven_day_change_percent': 602.1}}},\n",
       "   'testing': {'total': {'value': 230601,\n",
       "     'calculated': {'population_percent': 0.0697,\n",
       "      'change_from_prior_day': 49507,\n",
       "      'seven_day_change_percent': 476.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 1042,\n",
       "      'calculated': {'population_percent': 0.0003,\n",
       "       'change_from_prior_day': 425,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 600}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 273,\n",
       "      'calculated': {'population_percent': 0.0001,\n",
       "       'change_from_prior_day': 70,\n",
       "       'seven_day_change_percent': 378.9,\n",
       "       'seven_day_average': 143}}}}},\n",
       "  {'date': '2020-03-19',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 17427,\n",
       "     'calculated': {'population_percent': 0.0053,\n",
       "      'change_from_prior_day': 4611,\n",
       "      'seven_day_change_percent': 595.7}}},\n",
       "   'testing': {'total': {'value': 181094,\n",
       "     'calculated': {'population_percent': 0.0547,\n",
       "      'change_from_prior_day': 39211,\n",
       "      'seven_day_change_percent': 498}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 617,\n",
       "      'calculated': {'population_percent': 0.0002,\n",
       "       'change_from_prior_day': 201,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 453}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 203,\n",
       "      'calculated': {'population_percent': 0.0001,\n",
       "       'change_from_prior_day': 51,\n",
       "       'seven_day_change_percent': 290.4,\n",
       "       'seven_day_average': 112}}}}},\n",
       "  {'date': '2020-03-18',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 12816,\n",
       "     'calculated': {'population_percent': 0.0039,\n",
       "      'change_from_prior_day': 3352,\n",
       "      'seven_day_change_percent': 603}}},\n",
       "   'testing': {'total': {'value': 141883,\n",
       "     'calculated': {'population_percent': 0.0429,\n",
       "      'change_from_prior_day': 32127,\n",
       "      'seven_day_change_percent': 501.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 416,\n",
       "      'calculated': {'population_percent': 0.0001,\n",
       "       'change_from_prior_day': 91,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 370}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 152,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 28,\n",
       "       'seven_day_change_percent': 253.5,\n",
       "       'seven_day_average': 90}}}}},\n",
       "  {'date': '2020-03-17',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 9464,\n",
       "     'calculated': {'population_percent': 0.0029,\n",
       "      'change_from_prior_day': 2087,\n",
       "      'seven_day_change_percent': 573.6}}},\n",
       "   'testing': {'total': {'value': 109756,\n",
       "     'calculated': {'population_percent': 0.0332,\n",
       "      'change_from_prior_day': 26768,\n",
       "      'seven_day_change_percent': 473}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': 325,\n",
       "      'calculated': {'population_percent': 0.0001,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 325}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 124,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 22,\n",
       "       'seven_day_change_percent': 235.1,\n",
       "       'seven_day_average': 75}}}}},\n",
       "  {'date': '2020-03-16',\n",
       "   'states': 56,\n",
       "   'cases': {'total': {'value': 7377,\n",
       "     'calculated': {'population_percent': 0.0022,\n",
       "      'change_from_prior_day': 1713,\n",
       "      'seven_day_change_percent': 623.2}}},\n",
       "   'testing': {'total': {'value': 82988,\n",
       "     'calculated': {'population_percent': 0.0251,\n",
       "      'change_from_prior_day': 22954,\n",
       "      'seven_day_change_percent': 424.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 102,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 22,\n",
       "       'seven_day_change_percent': 191.4,\n",
       "       'seven_day_average': 62}}}}},\n",
       "  {'date': '2020-03-15',\n",
       "   'states': 51,\n",
       "   'cases': {'total': {'value': 5664,\n",
       "     'calculated': {'population_percent': 0.0017,\n",
       "      'change_from_prior_day': 1288,\n",
       "      'seven_day_change_percent': 661.3}}},\n",
       "   'testing': {'total': {'value': 60034,\n",
       "     'calculated': {'population_percent': 0.0181,\n",
       "      'change_from_prior_day': 10202,\n",
       "      'seven_day_change_percent': 335.8}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 80,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 15,\n",
       "       'seven_day_change_percent': 158.1,\n",
       "       'seven_day_average': 53}}}}},\n",
       "  {'date': '2020-03-14',\n",
       "   'states': 51,\n",
       "   'cases': {'total': {'value': 4376,\n",
       "     'calculated': {'population_percent': 0.0013,\n",
       "      'change_from_prior_day': 1026,\n",
       "      'seven_day_change_percent': 662.4}}},\n",
       "   'testing': {'total': {'value': 49832,\n",
       "     'calculated': {'population_percent': 0.0151,\n",
       "      'change_from_prior_day': 9816,\n",
       "      'seven_day_change_percent': 294.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 65,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 8,\n",
       "       'seven_day_change_percent': 140.7,\n",
       "       'seven_day_average': 46}}}}},\n",
       "  {'date': '2020-03-13',\n",
       "   'states': 51,\n",
       "   'cases': {'total': {'value': 3350,\n",
       "     'calculated': {'population_percent': 0.001,\n",
       "      'change_from_prior_day': 845,\n",
       "      'seven_day_change_percent': 666.6}}},\n",
       "   'testing': {'total': {'value': 40016,\n",
       "     'calculated': {'population_percent': 0.0121,\n",
       "      'change_from_prior_day': 9733,\n",
       "      'seven_day_change_percent': 241.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 57,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 5,\n",
       "       'seven_day_change_percent': 119.2,\n",
       "       'seven_day_average': 40}}}}},\n",
       "  {'date': '2020-03-12',\n",
       "   'states': 51,\n",
       "   'cases': {'total': {'value': 2505,\n",
       "     'calculated': {'population_percent': 0.0008,\n",
       "      'change_from_prior_day': 682,\n",
       "      'seven_day_change_percent': 721.3}}},\n",
       "   'testing': {'total': {'value': 30283,\n",
       "     'calculated': {'population_percent': 0.0092,\n",
       "      'change_from_prior_day': 6683,\n",
       "      'seven_day_change_percent': 217.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 52,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 9,\n",
       "       'seven_day_change_percent': 160,\n",
       "       'seven_day_average': 36}}}}},\n",
       "  {'date': '2020-03-11',\n",
       "   'states': 51,\n",
       "   'cases': {'total': {'value': 1823,\n",
       "     'calculated': {'population_percent': 0.0006,\n",
       "      'change_from_prior_day': 418,\n",
       "      'seven_day_change_percent': 659.6}}},\n",
       "   'testing': {'total': {'value': 23600,\n",
       "     'calculated': {'population_percent': 0.0071,\n",
       "      'change_from_prior_day': 4447,\n",
       "      'seven_day_change_percent': 194.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 43,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 6,\n",
       "       'seven_day_change_percent': 168.8,\n",
       "       'seven_day_average': 31}}}}},\n",
       "  {'date': '2020-03-10',\n",
       "   'states': 51,\n",
       "   'cases': {'total': {'value': 1405,\n",
       "     'calculated': {'population_percent': 0.0004,\n",
       "      'change_from_prior_day': 385,\n",
       "      'seven_day_change_percent': 1132.5}}},\n",
       "   'testing': {'total': {'value': 19153,\n",
       "     'calculated': {'population_percent': 0.0058,\n",
       "      'change_from_prior_day': 3322,\n",
       "      'seven_day_change_percent': 168.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 37,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 2,\n",
       "       'seven_day_change_percent': 164.3,\n",
       "       'seven_day_average': 27}}}}},\n",
       "  {'date': '2020-03-09',\n",
       "   'states': 51,\n",
       "   'cases': {'total': {'value': 1020,\n",
       "     'calculated': {'population_percent': 0.0003,\n",
       "      'change_from_prior_day': 276,\n",
       "      'seven_day_change_percent': 1316.7}}},\n",
       "   'testing': {'total': {'value': 15831,\n",
       "     'calculated': {'population_percent': 0.0048,\n",
       "      'change_from_prior_day': 2055,\n",
       "      'seven_day_change_percent': 131}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 35,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 4,\n",
       "       'seven_day_change_percent': 218.2,\n",
       "       'seven_day_average': 24}}}}},\n",
       "  {'date': '2020-03-08',\n",
       "   'states': 51,\n",
       "   'cases': {'total': {'value': 744,\n",
       "     'calculated': {'population_percent': 0.0002,\n",
       "      'change_from_prior_day': 170,\n",
       "      'seven_day_change_percent': 1671.4}}},\n",
       "   'testing': {'total': {'value': 13776,\n",
       "     'calculated': {'population_percent': 0.0042,\n",
       "      'change_from_prior_day': 1130,\n",
       "      'seven_day_change_percent': 107.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 31,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 4,\n",
       "       'seven_day_change_percent': 287.5,\n",
       "       'seven_day_average': 21}}}}},\n",
       "  {'date': '2020-03-07',\n",
       "   'states': 51,\n",
       "   'cases': {'total': {'value': 574,\n",
       "     'calculated': {'population_percent': 0.0002,\n",
       "      'change_from_prior_day': 137,\n",
       "      'seven_day_change_percent': 3088.9}}},\n",
       "   'testing': {'total': {'value': 12646,\n",
       "     'calculated': {'population_percent': 0.0038,\n",
       "      'change_from_prior_day': 931,\n",
       "      'seven_day_change_percent': 92.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 27,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 1,\n",
       "       'seven_day_change_percent': 440,\n",
       "       'seven_day_average': 17}}}}},\n",
       "  {'date': '2020-03-06',\n",
       "   'states': 40,\n",
       "   'cases': {'total': {'value': 437,\n",
       "     'calculated': {'population_percent': 0.0001,\n",
       "      'change_from_prior_day': 132,\n",
       "      'seven_day_change_percent': 2813.3}}},\n",
       "   'testing': {'total': {'value': 11715,\n",
       "     'calculated': {'population_percent': 0.0035,\n",
       "      'change_from_prior_day': 2177,\n",
       "      'seven_day_change_percent': 80.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 26,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 6,\n",
       "       'seven_day_change_percent': 550,\n",
       "       'seven_day_average': 14}}}}},\n",
       "  {'date': '2020-03-05',\n",
       "   'states': 32,\n",
       "   'cases': {'total': {'value': 305,\n",
       "     'calculated': {'population_percent': 0.0001,\n",
       "      'change_from_prior_day': 65,\n",
       "      'seven_day_change_percent': 2246.2}}},\n",
       "   'testing': {'total': {'value': 9538,\n",
       "     'calculated': {'population_percent': 0.0029,\n",
       "      'change_from_prior_day': 1515,\n",
       "      'seven_day_change_percent': 47}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 20,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 4,\n",
       "       'seven_day_change_percent': 900,\n",
       "       'seven_day_average': 11}}}}},\n",
       "  {'date': '2020-03-04',\n",
       "   'states': 26,\n",
       "   'cases': {'total': {'value': 240,\n",
       "     'calculated': {'population_percent': 0.0001,\n",
       "      'change_from_prior_day': 126,\n",
       "      'seven_day_change_percent': 1900}}},\n",
       "   'testing': {'total': {'value': 8023,\n",
       "     'calculated': {'population_percent': 0.0024,\n",
       "      'change_from_prior_day': 890,\n",
       "      'seven_day_change_percent': 19468.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 16,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 2,\n",
       "       'seven_day_change_percent': 700,\n",
       "       'seven_day_average': 9}}}}},\n",
       "  {'date': '2020-03-03',\n",
       "   'states': 16,\n",
       "   'cases': {'total': {'value': 114,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 42,\n",
       "      'seven_day_change_percent': 1040}}},\n",
       "   'testing': {'total': {'value': 7133,\n",
       "     'calculated': {'population_percent': 0.0022,\n",
       "      'change_from_prior_day': 279,\n",
       "      'seven_day_change_percent': 17297.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 14,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 3,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 7}}}}},\n",
       "  {'date': '2020-03-02',\n",
       "   'states': 12,\n",
       "   'cases': {'total': {'value': 72,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 30,\n",
       "      'seven_day_change_percent': 700}}},\n",
       "   'testing': {'total': {'value': 6854,\n",
       "     'calculated': {'population_percent': 0.0021,\n",
       "      'change_from_prior_day': 203,\n",
       "      'seven_day_change_percent': 17035}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 11,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 3,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 5}}}}},\n",
       "  {'date': '2020-03-01',\n",
       "   'states': 11,\n",
       "   'cases': {'total': {'value': 42,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 24,\n",
       "      'seven_day_change_percent': 425}}},\n",
       "   'testing': {'total': {'value': 6651,\n",
       "     'calculated': {'population_percent': 0.002,\n",
       "      'change_from_prior_day': 96,\n",
       "      'seven_day_change_percent': 17402.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 8,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 3,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 3}}}}},\n",
       "  {'date': '2020-02-29',\n",
       "   'states': 8,\n",
       "   'cases': {'total': {'value': 18,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 3,\n",
       "      'seven_day_change_percent': 157.1}}},\n",
       "   'testing': {'total': {'value': 6555,\n",
       "     'calculated': {'population_percent': 0.002,\n",
       "      'change_from_prior_day': 65,\n",
       "      'seven_day_change_percent': 17150}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 5,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 1,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 2}}}}},\n",
       "  {'date': '2020-02-28',\n",
       "   'states': 7,\n",
       "   'cases': {'total': {'value': 15,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 2,\n",
       "      'seven_day_change_percent': 114.3}}},\n",
       "   'testing': {'total': {'value': 6490,\n",
       "     'calculated': {'population_percent': 0.002,\n",
       "      'change_from_prior_day': 3,\n",
       "      'seven_day_change_percent': 17440.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 4,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 2,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 1}}}}},\n",
       "  {'date': '2020-02-27',\n",
       "   'states': 7,\n",
       "   'cases': {'total': {'value': 13,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 1,\n",
       "      'seven_day_change_percent': 85.7}}},\n",
       "   'testing': {'total': {'value': 6487,\n",
       "     'calculated': {'population_percent': 0.002,\n",
       "      'change_from_prior_day': 6446,\n",
       "      'seven_day_change_percent': 17919.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 2,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 0,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 1}}}}},\n",
       "  {'date': '2020-02-26',\n",
       "   'states': 6,\n",
       "   'cases': {'total': {'value': 12,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 2,\n",
       "      'seven_day_change_percent': 71.4}}},\n",
       "   'testing': {'total': {'value': 41,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 17.1}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 2,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 2,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 0}}}}},\n",
       "  {'date': '2020-02-25',\n",
       "   'states': 6,\n",
       "   'cases': {'total': {'value': 10,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 1,\n",
       "      'seven_day_change_percent': 42.9}}},\n",
       "   'testing': {'total': {'value': 41,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 1,\n",
       "      'seven_day_change_percent': 41.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 0,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 0,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 0}}}}},\n",
       "  {'date': '2020-02-24',\n",
       "   'states': 6,\n",
       "   'cases': {'total': {'value': 9,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 1,\n",
       "      'seven_day_change_percent': 28.6}}},\n",
       "   'testing': {'total': {'value': 40,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 2,\n",
       "      'seven_day_change_percent': 37.9}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 0,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 0,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 0}}}}},\n",
       "  {'date': '2020-02-23',\n",
       "   'states': 6,\n",
       "   'cases': {'total': {'value': 8,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 1,\n",
       "      'seven_day_change_percent': 14.3}}},\n",
       "   'testing': {'total': {'value': 38,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 35.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 0,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 0,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 0}}}}},\n",
       "  {'date': '2020-02-22',\n",
       "   'states': 6,\n",
       "   'cases': {'total': {'value': 7,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 0}}},\n",
       "   'testing': {'total': {'value': 38,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 1,\n",
       "      'seven_day_change_percent': 46.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 0,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 0,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 0}}}}},\n",
       "  {'date': '2020-02-21',\n",
       "   'states': 6,\n",
       "   'cases': {'total': {'value': 7,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 0}}},\n",
       "   'testing': {'total': {'value': 37,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 1,\n",
       "      'seven_day_change_percent': 68.2}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 0,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 0,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 0}}}}},\n",
       "  {'date': '2020-02-20',\n",
       "   'states': 6,\n",
       "   'cases': {'total': {'value': 7,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 16.7}}},\n",
       "   'testing': {'total': {'value': 36,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 1,\n",
       "      'seven_day_change_percent': 63.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 0,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 0,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 0}}}}},\n",
       "  {'date': '2020-02-19',\n",
       "   'states': 6,\n",
       "   'cases': {'total': {'value': 7,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 40}}},\n",
       "   'testing': {'total': {'value': 35,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 6,\n",
       "      'seven_day_change_percent': 66.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 0,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 0,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 0}}}}},\n",
       "  {'date': '2020-02-18',\n",
       "   'states': 6,\n",
       "   'cases': {'total': {'value': 7,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 40}}},\n",
       "   'testing': {'total': {'value': 29,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 45}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 0,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 0,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 0}}}}},\n",
       "  {'date': '2020-02-17',\n",
       "   'states': 6,\n",
       "   'cases': {'total': {'value': 7,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 40}}},\n",
       "   'testing': {'total': {'value': 29,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 1,\n",
       "      'seven_day_change_percent': 52.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 0,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 0,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 0}}}}},\n",
       "  {'date': '2020-02-16',\n",
       "   'states': 6,\n",
       "   'cases': {'total': {'value': 7,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 40}}},\n",
       "   'testing': {'total': {'value': 28,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 2,\n",
       "      'seven_day_change_percent': 55.6}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 0,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 0,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 0}}}}},\n",
       "  {'date': '2020-02-15',\n",
       "   'states': 6,\n",
       "   'cases': {'total': {'value': 7,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 40}}},\n",
       "   'testing': {'total': {'value': 26,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 4,\n",
       "      'seven_day_change_percent': 44.4}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 0,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 0,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 0}}}}},\n",
       "  {'date': '2020-02-14',\n",
       "   'states': 5,\n",
       "   'cases': {'total': {'value': 7,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 1,\n",
       "      'seven_day_change_percent': 40}}},\n",
       "   'testing': {'total': {'value': 22,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 37.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 0,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 0,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 0}}}}},\n",
       "  {'date': '2020-02-13',\n",
       "   'states': 5,\n",
       "   'cases': {'total': {'value': 6,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 1,\n",
       "      'seven_day_change_percent': 20}}},\n",
       "   'testing': {'total': {'value': 22,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 1,\n",
       "      'seven_day_change_percent': 37.5}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 0,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 0,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 0}}}}},\n",
       "  {'date': '2020-02-12',\n",
       "   'states': 5,\n",
       "   'cases': {'total': {'value': 5,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 66.7}}},\n",
       "   'testing': {'total': {'value': 21,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 1,\n",
       "      'seven_day_change_percent': 40}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 0,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 0,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 0}}}}},\n",
       "  {'date': '2020-02-11',\n",
       "   'states': 5,\n",
       "   'cases': {'total': {'value': 5,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 66.7}}},\n",
       "   'testing': {'total': {'value': 20,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 1,\n",
       "      'seven_day_change_percent': 33.3}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 0,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': 0,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 0}}}}},\n",
       "  {'date': '2020-02-10',\n",
       "   'states': 5,\n",
       "   'cases': {'total': {'value': 5,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 66.7}}},\n",
       "   'testing': {'total': {'value': 19,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 1,\n",
       "      'seven_day_change_percent': 72.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': 0,\n",
       "      'calculated': {'population_percent': 0,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': 0}}}}},\n",
       "  {'date': '2020-02-09',\n",
       "   'states': 4,\n",
       "   'cases': {'total': {'value': 5,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 150}}},\n",
       "   'testing': {'total': {'value': 18,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 125}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-02-08',\n",
       "   'states': 4,\n",
       "   'cases': {'total': {'value': 5,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 150}}},\n",
       "   'testing': {'total': {'value': 18,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 2,\n",
       "      'seven_day_change_percent': 125}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-02-07',\n",
       "   'states': 4,\n",
       "   'cases': {'total': {'value': 5,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 150}}},\n",
       "   'testing': {'total': {'value': 16,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 100}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-02-06',\n",
       "   'states': 4,\n",
       "   'cases': {'total': {'value': 5,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 2,\n",
       "      'seven_day_change_percent': 150}}},\n",
       "   'testing': {'total': {'value': 16,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 1,\n",
       "      'seven_day_change_percent': 220}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-02-05',\n",
       "   'states': 4,\n",
       "   'cases': {'total': {'value': 3,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 50}}},\n",
       "   'testing': {'total': {'value': 15,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 200}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-02-04',\n",
       "   'states': 4,\n",
       "   'cases': {'total': {'value': 3,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 50}}},\n",
       "   'testing': {'total': {'value': 15,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 4,\n",
       "      'seven_day_change_percent': 400}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-02-03',\n",
       "   'states': 4,\n",
       "   'cases': {'total': {'value': 3,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 1,\n",
       "      'seven_day_change_percent': 50}}},\n",
       "   'testing': {'total': {'value': 11,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 3,\n",
       "      'seven_day_change_percent': 266.7}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-02-02',\n",
       "   'states': 4,\n",
       "   'cases': {'total': {'value': 2,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 0}}},\n",
       "   'testing': {'total': {'value': 8,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 300}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-02-01',\n",
       "   'states': 4,\n",
       "   'cases': {'total': {'value': 2,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 0}}},\n",
       "   'testing': {'total': {'value': 8,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 300}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-01-31',\n",
       "   'states': 4,\n",
       "   'cases': {'total': {'value': 2,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 0}}},\n",
       "   'testing': {'total': {'value': 8,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 3,\n",
       "      'seven_day_change_percent': 300}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-01-30',\n",
       "   'states': 4,\n",
       "   'cases': {'total': {'value': 2,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 0}}},\n",
       "   'testing': {'total': {'value': 5,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 150}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-01-29',\n",
       "   'states': 4,\n",
       "   'cases': {'total': {'value': 2,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 0}}},\n",
       "   'testing': {'total': {'value': 5,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 2,\n",
       "      'seven_day_change_percent': 400}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-01-28',\n",
       "   'states': 3,\n",
       "   'cases': {'total': {'value': 2,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 0}}},\n",
       "   'testing': {'total': {'value': 3,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-01-27',\n",
       "   'states': 3,\n",
       "   'cases': {'total': {'value': 2,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 100}}},\n",
       "   'testing': {'total': {'value': 3,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 1,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-01-26',\n",
       "   'states': 2,\n",
       "   'cases': {'total': {'value': 2,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': 100}}},\n",
       "   'testing': {'total': {'value': 2,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-01-25',\n",
       "   'states': 2,\n",
       "   'cases': {'total': {'value': 2,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'testing': {'total': {'value': 2,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-01-24',\n",
       "   'states': 2,\n",
       "   'cases': {'total': {'value': 2,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'testing': {'total': {'value': 2,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-01-23',\n",
       "   'states': 2,\n",
       "   'cases': {'total': {'value': 2,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'testing': {'total': {'value': 2,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 1,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-01-22',\n",
       "   'states': 2,\n",
       "   'cases': {'total': {'value': 2,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'testing': {'total': {'value': 1,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 1,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-01-21',\n",
       "   'states': 1,\n",
       "   'cases': {'total': {'value': 2,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 1,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'testing': {'total': {'value': 0,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-01-20',\n",
       "   'states': 1,\n",
       "   'cases': {'total': {'value': 1,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'testing': {'total': {'value': 0,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-01-19',\n",
       "   'states': 1,\n",
       "   'cases': {'total': {'value': 1,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 1,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'testing': {'total': {'value': 0,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-01-18',\n",
       "   'states': 1,\n",
       "   'cases': {'total': {'value': 0,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'testing': {'total': {'value': 0,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-01-17',\n",
       "   'states': 1,\n",
       "   'cases': {'total': {'value': 0,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'testing': {'total': {'value': 0,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-01-16',\n",
       "   'states': 1,\n",
       "   'cases': {'total': {'value': 0,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'testing': {'total': {'value': 0,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-01-15',\n",
       "   'states': 1,\n",
       "   'cases': {'total': {'value': 0,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'testing': {'total': {'value': 0,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-01-14',\n",
       "   'states': 1,\n",
       "   'cases': {'total': {'value': 0,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': None,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'testing': {'total': {'value': 0,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': 0,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}},\n",
       "  {'date': '2020-01-13',\n",
       "   'states': 1,\n",
       "   'cases': {'total': {'value': None,\n",
       "     'calculated': {'population_percent': None,\n",
       "      'change_from_prior_day': None,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'testing': {'total': {'value': 0,\n",
       "     'calculated': {'population_percent': 0,\n",
       "      'change_from_prior_day': None,\n",
       "      'seven_day_change_percent': None}}},\n",
       "   'outcomes': {'hospitalized': {'currently': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}},\n",
       "     'in_icu': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}},\n",
       "     'on_ventilator': {'currently': {'value': None,\n",
       "       'calculated': {'population_percent': None,\n",
       "        'change_from_prior_day': None,\n",
       "        'seven_day_change_percent': None,\n",
       "        'seven_day_average': None}}}},\n",
       "    'death': {'total': {'value': None,\n",
       "      'calculated': {'population_percent': None,\n",
       "       'change_from_prior_day': None,\n",
       "       'seven_day_change_percent': None,\n",
       "       'seven_day_average': None}}}}}]}"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Gets request from covidtracking.org\n",
    "type = \"daily\"\n",
    "data_set = requests.get(\"https://api.covidtracking.com/v2/us/daily.json\")\n",
    "\n",
    "data = data_set.json()\n",
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "2020-06-27 Percent changed: 2.494871\n",
      "2020-06-26 Percent changed: 2.451813\n",
      "2020-06-25 Percent changed: 2.407473\n",
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      "2020-06-23 Percent changed: 2.328649\n",
      "2020-06-22 Percent changed: 2.295202\n",
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      "2020-06-18 Percent changed: 2.176084\n",
      "2020-06-17 Percent changed: 2.149042\n",
      "2020-06-16 Percent changed: 2.124889\n",
      "2020-06-15 Percent changed: 2.102051\n",
      "2020-06-14 Percent changed: 2.083796\n",
      "2020-06-13 Percent changed: 2.062138\n",
      "2020-06-12 Percent changed: 2.036685\n",
      "2020-06-11 Percent changed: 2.013544\n",
      "2020-06-10 Percent changed: 1.991553\n",
      "2020-06-09 Percent changed: 1.970673\n",
      "2020-06-08 Percent changed: 1.953757\n",
      "2020-06-07 Percent changed: 1.936834\n",
      "2020-06-06 Percent changed: 1.917778\n",
      "2020-06-05 Percent changed: 1.895032\n",
      "2020-06-04 Percent changed: 1.871982\n",
      "2020-06-03 Percent changed: 1.851505\n",
      "2020-06-02 Percent changed: 1.831323\n",
      "2020-06-01 Percent changed: 1.811444\n",
      "2020-05-31 Percent changed: 1.791343\n",
      "2020-05-30 Percent changed: 1.769702\n",
      "2020-05-29 Percent changed: 1.746106\n",
      "2020-05-28 Percent changed: 1.722488\n",
      "2020-05-27 Percent changed: 1.699689\n",
      "2020-05-26 Percent changed: 1.680517\n",
      "2020-05-25 Percent changed: 1.663827\n",
      "2020-05-24 Percent changed: 1.645272\n",
      "2020-05-23 Percent changed: 1.62621\n",
      "2020-05-22 Percent changed: 1.603649\n",
      "2020-05-21 Percent changed: 1.579534\n",
      "2020-05-20 Percent changed: 1.552703\n",
      "2020-05-19 Percent changed: 1.53141\n",
      "2020-05-18 Percent changed: 1.510723\n",
      "2020-05-17 Percent changed: 1.490126\n",
      "2020-05-16 Percent changed: 1.46969\n",
      "2020-05-15 Percent changed: 1.445947\n",
      "2020-05-14 Percent changed: 1.420457\n",
      "2020-05-13 Percent changed: 1.393684\n",
      "2020-05-12 Percent changed: 1.372184\n",
      "2020-05-11 Percent changed: 1.349742\n",
      "2020-05-10 Percent changed: 1.331602\n",
      "2020-05-09 Percent changed: 1.310486\n",
      "2020-05-08 Percent changed: 1.285166\n",
      "2020-05-07 Percent changed: 1.257969\n",
      "2020-05-06 Percent changed: 1.23074\n",
      "2020-05-05 Percent changed: 1.205484\n",
      "2020-05-04 Percent changed: 1.18314\n",
      "2020-05-03 Percent changed: 1.160945\n",
      "2020-05-02 Percent changed: 1.135156\n",
      "2020-05-01 Percent changed: 1.10596\n",
      "2020-04-30 Percent changed: 1.073152\n",
      "2020-04-29 Percent changed: 1.043106\n",
      "2020-04-28 Percent changed: 1.01693\n",
      "2020-04-27 Percent changed: 0.991696\n",
      "2020-04-26 Percent changed: 0.969289\n",
      "2020-04-25 Percent changed: 0.941975\n",
      "2020-04-24 Percent changed: 0.906241\n",
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      "2020-04-21 Percent changed: 0.810886\n",
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      "2020-04-12 Percent changed: 0.559749\n",
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      "2020-04-10 Percent changed: 0.50034\n",
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      "2020-04-07 Percent changed: 0.400651\n",
      "2020-04-06 Percent changed: 0.370221\n",
      "2020-04-05 Percent changed: 0.341959\n",
      "2020-04-04 Percent changed: 0.316082\n",
      "2020-04-03 Percent changed: 0.28298\n",
      "2020-04-02 Percent changed: 0.251142\n",
      "2020-04-01 Percent changed: 0.223071\n",
      "2020-03-31 Percent changed: 0.196814\n",
      "2020-03-30 Percent changed: 0.171867\n",
      "2020-03-29 Percent changed: 0.15068\n",
      "2020-03-28 Percent changed: 0.130999\n",
      "2020-03-27 Percent changed: 0.111219\n",
      "2020-03-26 Percent changed: 0.091996\n",
      "2020-03-25 Percent changed: 0.074392\n",
      "2020-03-24 Percent changed: 0.061756\n",
      "2020-03-23 Percent changed: 0.050873\n",
      "2020-03-22 Percent changed: 0.039691\n",
      "2020-03-21 Percent changed: 0.030462\n",
      "2020-03-20 Percent changed: 0.023522\n",
      "2020-03-19 Percent changed: 0.017427\n",
      "2020-03-18 Percent changed: 0.012816\n",
      "2020-03-17 Percent changed: 0.009464\n",
      "2020-03-16 Percent changed: 0.007377\n",
      "2020-03-15 Percent changed: 0.005664\n",
      "2020-03-14 Percent changed: 0.004376\n",
      "2020-03-13 Percent changed: 0.00335\n",
      "2020-03-12 Percent changed: 0.002505\n",
      "2020-03-11 Percent changed: 0.001823\n",
      "2020-03-10 Percent changed: 0.001405\n",
      "2020-03-09 Percent changed: 0.00102\n",
      "2020-03-08 Percent changed: 0.000744\n",
      "2020-03-07 Percent changed: 0.000574\n",
      "2020-03-06 Percent changed: 0.000437\n",
      "2020-03-05 Percent changed: 0.000305\n",
      "2020-03-04 Percent changed: 0.00024\n",
      "2020-03-03 Percent changed: 0.000114\n",
      "2020-03-02 Percent changed: 7.2e-05\n",
      "2020-03-01 Percent changed: 4.2e-05\n",
      "2020-02-29 Percent changed: 1.8e-05\n",
      "2020-02-28 Percent changed: 1.5e-05\n",
      "2020-02-27 Percent changed: 1.3e-05\n",
      "2020-02-26 Percent changed: 1.2e-05\n",
      "2020-02-25 Percent changed: 1e-05\n",
      "2020-02-24 Percent changed: 9e-06\n",
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      "2020-02-18 Percent changed: 7e-06\n",
      "2020-02-17 Percent changed: 7e-06\n",
      "2020-02-16 Percent changed: 7e-06\n",
      "2020-02-15 Percent changed: 7e-06\n",
      "2020-02-14 Percent changed: 7e-06\n",
      "2020-02-13 Percent changed: 6e-06\n",
      "2020-02-12 Percent changed: 5e-06\n",
      "2020-02-11 Percent changed: 5e-06\n",
      "2020-02-10 Percent changed: 5e-06\n",
      "2020-02-09 Percent changed: 5e-06\n",
      "2020-02-08 Percent changed: 5e-06\n",
      "2020-02-07 Percent changed: 5e-06\n",
      "2020-02-06 Percent changed: 5e-06\n",
      "2020-02-05 Percent changed: 3e-06\n",
      "2020-02-04 Percent changed: 3e-06\n",
      "2020-02-03 Percent changed: 3e-06\n",
      "2020-02-02 Percent changed: 2e-06\n",
      "2020-02-01 Percent changed: 2e-06\n",
      "2020-01-31 Percent changed: 2e-06\n",
      "2020-01-30 Percent changed: 2e-06\n",
      "2020-01-29 Percent changed: 2e-06\n",
      "2020-01-28 Percent changed: 2e-06\n",
      "2020-01-27 Percent changed: 2e-06\n",
      "2020-01-26 Percent changed: 2e-06\n",
      "2020-01-25 Percent changed: 2e-06\n",
      "2020-01-24 Percent changed: 2e-06\n",
      "2020-01-23 Percent changed: 2e-06\n",
      "2020-01-22 Percent changed: 2e-06\n",
      "2020-01-21 Percent changed: 2e-06\n",
      "2020-01-20 Percent changed: 1e-06\n",
      "2020-01-19 Percent changed: 1e-06\n",
      "2020-01-18 Percent changed: 0.0\n",
      "2020-01-17 Percent changed: 0.0\n",
      "2020-01-16 Percent changed: 0.0\n",
      "2020-01-15 Percent changed: 0.0\n",
      "2020-01-14 Percent changed: 0.0\n"
     ]
    },
    {
     "ename": "TypeError",
     "evalue": "unsupported operand type(s) for /: 'NoneType' and 'int'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-5-6657cf82ae56>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0mgraphics\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m{\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'data'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m     \u001b[0mgraphics\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'data'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'date'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'data'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'cases'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'total'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'value'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m/\u001b[0m \u001b[0;36m1000000\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      4\u001b[0m     \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf\"{data['data'][i]['date']} Percent changed: {graphics[data['data'][i]['date']]}\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mTypeError\u001b[0m: unsupported operand type(s) for /: 'NoneType' and 'int'"
     ]
    }
   ],
   "source": [
    "graphics = {}\n",
    "for i in range(len(data['data'])):\n",
    "    graphics[data['data'][i]['date']] = data['data'][i]['cases']['total']['value'] / 1000000\n",
    "    print(f\"{data['data'][i]['date']} Percent changed: {graphics[data['data'][i]['date']]}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "OrderedDict([('2020-01-14', 0.0),\n",
       "             ('2020-01-15', 0.0),\n",
       "             ('2020-01-16', 0.0),\n",
       "             ('2020-01-17', 0.0),\n",
       "             ('2020-01-18', 0.0),\n",
       "             ('2020-01-19', 1e-06),\n",
       "             ('2020-01-20', 1e-06),\n",
       "             ('2020-01-21', 2e-06),\n",
       "             ('2020-01-22', 2e-06),\n",
       "             ('2020-01-23', 2e-06),\n",
       "             ('2020-01-24', 2e-06),\n",
       "             ('2020-01-25', 2e-06),\n",
       "             ('2020-01-26', 2e-06),\n",
       "             ('2020-01-27', 2e-06),\n",
       "             ('2020-01-28', 2e-06),\n",
       "             ('2020-01-29', 2e-06),\n",
       "             ('2020-01-30', 2e-06),\n",
       "             ('2020-01-31', 2e-06),\n",
       "             ('2020-02-01', 2e-06),\n",
       "             ('2020-02-02', 2e-06),\n",
       "             ('2020-02-03', 3e-06),\n",
       "             ('2020-02-04', 3e-06),\n",
       "             ('2020-02-05', 3e-06),\n",
       "             ('2020-02-06', 5e-06),\n",
       "             ('2020-02-07', 5e-06),\n",
       "             ('2020-02-08', 5e-06),\n",
       "             ('2020-02-09', 5e-06),\n",
       "             ('2020-02-10', 5e-06),\n",
       "             ('2020-02-11', 5e-06),\n",
       "             ('2020-02-12', 5e-06),\n",
       "             ('2020-02-13', 6e-06),\n",
       "             ('2020-02-14', 7e-06),\n",
       "             ('2020-02-15', 7e-06),\n",
       "             ('2020-02-16', 7e-06),\n",
       "             ('2020-02-17', 7e-06),\n",
       "             ('2020-02-18', 7e-06),\n",
       "             ('2020-02-19', 7e-06),\n",
       "             ('2020-02-20', 7e-06),\n",
       "             ('2020-02-21', 7e-06),\n",
       "             ('2020-02-22', 7e-06),\n",
       "             ('2020-02-23', 8e-06),\n",
       "             ('2020-02-24', 9e-06),\n",
       "             ('2020-02-25', 1e-05),\n",
       "             ('2020-02-26', 1.2e-05),\n",
       "             ('2020-02-27', 1.3e-05),\n",
       "             ('2020-02-28', 1.5e-05),\n",
       "             ('2020-02-29', 1.8e-05),\n",
       "             ('2020-03-01', 4.2e-05),\n",
       "             ('2020-03-02', 7.2e-05),\n",
       "             ('2020-03-03', 0.000114),\n",
       "             ('2020-03-04', 0.00024),\n",
       "             ('2020-03-05', 0.000305),\n",
       "             ('2020-03-06', 0.000437),\n",
       "             ('2020-03-07', 0.000574),\n",
       "             ('2020-03-08', 0.000744),\n",
       "             ('2020-03-09', 0.00102),\n",
       "             ('2020-03-10', 0.001405),\n",
       "             ('2020-03-11', 0.001823),\n",
       "             ('2020-03-12', 0.002505),\n",
       "             ('2020-03-13', 0.00335),\n",
       "             ('2020-03-14', 0.004376),\n",
       "             ('2020-03-15', 0.005664),\n",
       "             ('2020-03-16', 0.007377),\n",
       "             ('2020-03-17', 0.009464),\n",
       "             ('2020-03-18', 0.012816),\n",
       "             ('2020-03-19', 0.017427),\n",
       "             ('2020-03-20', 0.023522),\n",
       "             ('2020-03-21', 0.030462),\n",
       "             ('2020-03-22', 0.039691),\n",
       "             ('2020-03-23', 0.050873),\n",
       "             ('2020-03-24', 0.061756),\n",
       "             ('2020-03-25', 0.074392),\n",
       "             ('2020-03-26', 0.091996),\n",
       "             ('2020-03-27', 0.111219),\n",
       "             ('2020-03-28', 0.130999),\n",
       "             ('2020-03-29', 0.15068),\n",
       "             ('2020-03-30', 0.171867),\n",
       "             ('2020-03-31', 0.196814),\n",
       "             ('2020-04-01', 0.223071),\n",
       "             ('2020-04-02', 0.251142),\n",
       "             ('2020-04-03', 0.28298),\n",
       "             ('2020-04-04', 0.316082),\n",
       "             ('2020-04-05', 0.341959),\n",
       "             ('2020-04-06', 0.370221),\n",
       "             ('2020-04-07', 0.400651),\n",
       "             ('2020-04-08', 0.431647),\n",
       "             ('2020-04-09', 0.466608),\n",
       "             ('2020-04-10', 0.50034),\n",
       "             ('2020-04-11', 0.531622),\n",
       "             ('2020-04-12', 0.559749),\n",
       "             ('2020-04-13', 0.584001),\n",
       "             ('2020-04-14', 0.609913),\n",
       "             ('2020-04-15', 0.639896),\n",
       "             ('2020-04-16', 0.671423),\n",
       "             ('2020-04-17', 0.703407),\n",
       "             ('2020-04-18', 0.731357),\n",
       "             ('2020-04-19', 0.75888),\n",
       "             ('2020-04-20', 0.784847),\n",
       "             ('2020-04-21', 0.810886),\n",
       "             ('2020-04-22', 0.840062),\n",
       "             ('2020-04-23', 0.872015),\n",
       "             ('2020-04-24', 0.906241),\n",
       "             ('2020-04-25', 0.941975),\n",
       "             ('2020-04-26', 0.969289),\n",
       "             ('2020-04-27', 0.991696),\n",
       "             ('2020-04-28', 1.01693),\n",
       "             ('2020-04-29', 1.043106),\n",
       "             ('2020-04-30', 1.073152),\n",
       "             ('2020-05-01', 1.10596),\n",
       "             ('2020-05-02', 1.135156),\n",
       "             ('2020-05-03', 1.160945),\n",
       "             ('2020-05-04', 1.18314),\n",
       "             ('2020-05-05', 1.205484),\n",
       "             ('2020-05-06', 1.23074),\n",
       "             ('2020-05-07', 1.257969),\n",
       "             ('2020-05-08', 1.285166),\n",
       "             ('2020-05-09', 1.310486),\n",
       "             ('2020-05-10', 1.331602),\n",
       "             ('2020-05-11', 1.349742),\n",
       "             ('2020-05-12', 1.372184),\n",
       "             ('2020-05-13', 1.393684),\n",
       "             ('2020-05-14', 1.420457),\n",
       "             ('2020-05-15', 1.445947),\n",
       "             ('2020-05-16', 1.46969),\n",
       "             ('2020-05-17', 1.490126),\n",
       "             ('2020-05-18', 1.510723),\n",
       "             ('2020-05-19', 1.53141),\n",
       "             ('2020-05-20', 1.552703),\n",
       "             ('2020-05-21', 1.579534),\n",
       "             ('2020-05-22', 1.603649),\n",
       "             ('2020-05-23', 1.62621),\n",
       "             ('2020-05-24', 1.645272),\n",
       "             ('2020-05-25', 1.663827),\n",
       "             ('2020-05-26', 1.680517),\n",
       "             ('2020-05-27', 1.699689),\n",
       "             ('2020-05-28', 1.722488),\n",
       "             ('2020-05-29', 1.746106),\n",
       "             ('2020-05-30', 1.769702),\n",
       "             ('2020-05-31', 1.791343),\n",
       "             ('2020-06-01', 1.811444),\n",
       "             ('2020-06-02', 1.831323),\n",
       "             ('2020-06-03', 1.851505),\n",
       "             ('2020-06-04', 1.871982),\n",
       "             ('2020-06-05', 1.895032),\n",
       "             ('2020-06-06', 1.917778),\n",
       "             ('2020-06-07', 1.936834),\n",
       "             ('2020-06-08', 1.953757),\n",
       "             ('2020-06-09', 1.970673),\n",
       "             ('2020-06-10', 1.991553),\n",
       "             ('2020-06-11', 2.013544),\n",
       "             ('2020-06-12', 2.036685),\n",
       "             ('2020-06-13', 2.062138),\n",
       "             ('2020-06-14', 2.083796),\n",
       "             ('2020-06-15', 2.102051),\n",
       "             ('2020-06-16', 2.124889),\n",
       "             ('2020-06-17', 2.149042),\n",
       "             ('2020-06-18', 2.176084),\n",
       "             ('2020-06-19', 2.206949),\n",
       "             ('2020-06-20', 2.239185),\n",
       "             ('2020-06-21', 2.268373),\n",
       "             ('2020-06-22', 2.295202),\n",
       "             ('2020-06-23', 2.328649),\n",
       "             ('2020-06-24', 2.367766),\n",
       "             ('2020-06-25', 2.407473),\n",
       "             ('2020-06-26', 2.451813),\n",
       "             ('2020-06-27', 2.494871),\n",
       "             ('2020-06-28', 2.536616),\n",
       "             ('2020-06-29', 2.576014),\n",
       "             ('2020-06-30', 2.623024),\n",
       "             ('2020-07-01', 2.67407),\n",
       "             ('2020-07-02', 2.727581),\n",
       "             ('2020-07-03', 2.78178),\n",
       "             ('2020-07-04', 2.836661),\n",
       "             ('2020-07-05', 2.881995),\n",
       "             ('2020-07-06', 2.92292),\n",
       "             ('2020-07-07', 2.97391),\n",
       "             ('2020-07-08', 3.036723),\n",
       "             ('2020-07-09', 3.095785),\n",
       "             ('2020-07-10', 3.162896),\n",
       "             ('2020-07-11', 3.225465),\n",
       "             ('2020-07-12', 3.28707),\n",
       "             ('2020-07-13', 3.34423),\n",
       "             ('2020-07-14', 3.402839),\n",
       "             ('2020-07-15', 3.472212),\n",
       "             ('2020-07-16', 3.542701),\n",
       "             ('2020-07-17', 3.619225),\n",
       "             ('2020-07-18', 3.683975),\n",
       "             ('2020-07-19', 3.748205),\n",
       "             ('2020-07-20', 3.804868),\n",
       "             ('2020-07-21', 3.867788),\n",
       "             ('2020-07-22', 3.93721),\n",
       "             ('2020-07-23', 4.008646),\n",
       "             ('2020-07-24', 4.083707),\n",
       "             ('2020-07-25', 4.148552),\n",
       "             ('2020-07-26', 4.20932),\n",
       "             ('2020-07-27', 4.263799),\n",
       "             ('2020-07-28', 4.322256),\n",
       "             ('2020-07-29', 4.386399),\n",
       "             ('2020-07-30', 4.45536),\n",
       "             ('2020-07-31', 4.523187),\n",
       "             ('2020-08-01', 4.583866),\n",
       "             ('2020-08-02', 4.637167),\n",
       "             ('2020-08-03', 4.679905),\n",
       "             ('2020-08-04', 4.731103),\n",
       "             ('2020-08-05', 4.783801),\n",
       "             ('2020-08-06', 4.837849),\n",
       "             ('2020-08-07', 4.898672),\n",
       "             ('2020-08-08', 4.952201),\n",
       "             ('2020-08-09', 5.002967),\n",
       "             ('2020-08-10', 5.044337),\n",
       "             ('2020-08-11', 5.099272),\n",
       "             ('2020-08-12', 5.155458),\n",
       "             ('2020-08-13', 5.207221),\n",
       "             ('2020-08-14', 5.264322),\n",
       "             ('2020-08-15', 5.320368),\n",
       "             ('2020-08-16', 5.362871),\n",
       "             ('2020-08-17', 5.400622),\n",
       "             ('2020-08-18', 5.440692),\n",
       "             ('2020-08-19', 5.485765),\n",
       "             ('2020-08-20', 5.529609),\n",
       "             ('2020-08-21', 5.576065),\n",
       "             ('2020-08-22', 5.622119),\n",
       "             ('2020-08-23', 5.660019),\n",
       "             ('2020-08-24', 5.694562),\n",
       "             ('2020-08-25', 5.731401),\n",
       "             ('2020-08-26', 5.775732),\n",
       "             ('2020-08-27', 5.819843),\n",
       "             ('2020-08-28', 5.865958),\n",
       "             ('2020-08-29', 5.909953),\n",
       "             ('2020-08-30', 5.948719),\n",
       "             ('2020-08-31', 5.980439),\n",
       "             ('2020-09-01', 6.022681),\n",
       "             ('2020-09-02', 6.053336),\n",
       "             ('2020-09-03', 6.097979),\n",
       "             ('2020-09-04', 6.149579),\n",
       "             ('2020-09-05', 6.194439),\n",
       "             ('2020-09-06', 6.227472),\n",
       "             ('2020-09-07', 6.255589),\n",
       "             ('2020-09-08', 6.277899),\n",
       "             ('2020-09-09', 6.308632),\n",
       "             ('2020-09-10', 6.346041),\n",
       "             ('2020-09-11', 6.390739),\n",
       "             ('2020-09-12', 6.432589),\n",
       "             ('2020-09-13', 6.467168),\n",
       "             ('2020-09-14', 6.50074),\n",
       "             ('2020-09-15', 6.535518),\n",
       "             ('2020-09-16', 6.575837),\n",
       "             ('2020-09-17', 6.619479),\n",
       "             ('2020-09-18', 6.666368),\n",
       "             ('2020-09-19', 6.712036),\n",
       "             ('2020-09-20', 6.747569),\n",
       "             ('2020-09-21', 6.786731),\n",
       "             ('2020-09-22', 6.835717),\n",
       "             ('2020-09-23', 6.875215),\n",
       "             ('2020-09-24', 6.918556),\n",
       "             ('2020-09-25', 6.973793),\n",
       "             ('2020-09-26', 7.021061),\n",
       "             ('2020-09-27', 7.056051),\n",
       "             ('2020-09-28', 7.091427),\n",
       "             ('2020-09-29', 7.128193),\n",
       "             ('2020-09-30', 7.173102),\n",
       "             ('2020-10-01', 7.218822),\n",
       "             ('2020-10-02', 7.268249),\n",
       "             ('2020-10-03', 7.319123),\n",
       "             ('2020-10-04', 7.357288),\n",
       "             ('2020-10-05', 7.39504),\n",
       "             ('2020-10-06', 7.433886),\n",
       "             ('2020-10-07', 7.485102),\n",
       "             ('2020-10-08', 7.54041),\n",
       "             ('2020-10-09', 7.597403),\n",
       "             ('2020-10-10', 7.655038),\n",
       "             ('2020-10-11', 7.70171),\n",
       "             ('2020-10-12', 7.744944),\n",
       "             ('2020-10-13', 7.791923),\n",
       "             ('2020-10-14', 7.849163),\n",
       "             ('2020-10-15', 7.912804),\n",
       "             ('2020-10-16', 7.981309),\n",
       "             ('2020-10-17', 8.038984),\n",
       "             ('2020-10-18', 8.086941),\n",
       "             ('2020-10-19', 8.144591),\n",
       "             ('2020-10-20', 8.205165),\n",
       "             ('2020-10-21', 8.266875),\n",
       "             ('2020-10-22', 8.340294),\n",
       "             ('2020-10-23', 8.422869),\n",
       "             ('2020-10-24', 8.506661),\n",
       "             ('2020-10-25', 8.571132),\n",
       "             ('2020-10-26', 8.634562),\n",
       "             ('2020-10-27', 8.706817),\n",
       "             ('2020-10-28', 8.786517),\n",
       "             ('2020-10-29', 8.875882),\n",
       "             ('2020-10-30', 8.973824),\n",
       "             ('2020-10-31', 9.065118),\n",
       "             ('2020-11-01', 9.207091),\n",
       "             ('2020-11-02', 9.290545),\n",
       "             ('2020-11-03', 9.410494),\n",
       "             ('2020-11-04', 9.51649),\n",
       "             ('2020-11-05', 9.635513),\n",
       "             ('2020-11-06', 9.765503),\n",
       "             ('2020-11-07', 9.897616),\n",
       "             ('2020-11-08', 10.010061),\n",
       "             ('2020-11-09', 10.128464),\n",
       "             ('2020-11-10', 10.264033),\n",
       "             ('2020-11-11', 10.413366),\n",
       "             ('2020-11-12', 10.570908),\n",
       "             ('2020-11-13', 10.745541),\n",
       "             ('2020-11-14', 10.913267),\n",
       "             ('2020-11-15', 11.060329),\n",
       "             ('2020-11-16', 11.210306),\n",
       "             ('2020-11-17', 11.370132),\n",
       "             ('2020-11-18', 11.538352),\n",
       "             ('2020-11-19', 11.726284),\n",
       "             ('2020-11-20', 11.923448),\n",
       "             ('2020-11-21', 12.109833),\n",
       "             ('2020-11-22', 12.264021),\n",
       "             ('2020-11-23', 12.418717),\n",
       "             ('2020-11-24', 12.58522),\n",
       "             ('2020-11-25', 12.773716),\n",
       "             ('2020-11-26', 12.90348),\n",
       "             ('2020-11-27', 13.102354),\n",
       "             ('2020-11-28', 13.253823),\n",
       "             ('2020-11-29', 13.391077),\n",
       "             ('2020-11-30', 13.541108),\n",
       "             ('2020-12-01', 13.722291),\n",
       "             ('2020-12-02', 13.92572),\n",
       "             ('2020-12-03', 14.141991),\n",
       "             ('2020-12-04', 14.372304),\n",
       "             ('2020-12-05', 14.591374),\n",
       "             ('2020-12-06', 14.773954),\n",
       "             ('2020-12-07', 14.955851),\n",
       "             ('2020-12-08', 15.173695),\n",
       "             ('2020-12-09', 15.390423),\n",
       "             ('2020-12-10', 15.611269),\n",
       "             ('2020-12-11', 15.848202),\n",
       "             ('2020-12-12', 16.075106),\n",
       "             ('2020-12-13', 16.262357),\n",
       "             ('2020-12-14', 16.455643),\n",
       "             ('2020-12-15', 16.648861),\n",
       "             ('2020-12-16', 16.883149),\n",
       "             ('2020-12-17', 17.126119),\n",
       "             ('2020-12-18', 17.367905),\n",
       "             ('2020-12-19', 17.572778),\n",
       "             ('2020-12-20', 17.770272),\n",
       "             ('2020-12-21', 17.949678),\n",
       "             ('2020-12-22', 18.142686),\n",
       "             ('2020-12-23', 18.367212),\n",
       "             ('2020-12-24', 18.573896),\n",
       "             ('2020-12-25', 18.700692),\n",
       "             ('2020-12-26', 18.891286),\n",
       "             ('2020-12-27', 19.044826),\n",
       "             ('2020-12-28', 19.208953),\n",
       "             ('2020-12-29', 19.408632),\n",
       "             ('2020-12-30', 19.638128),\n",
       "             ('2020-12-31', 19.864374)])"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from collections import OrderedDict\n",
    "infections = {}\n",
    "for i in range(len(data['data'])):\n",
    "    if \"2020\" in data['data'][i]['date'] and data['data'][i]['cases']['total']['value'] is not None:\n",
    "        infections[data['data'][i]['date']] = data['data'][i]['cases']['total']['value'] / 1000000\n",
    "        \n",
    "data_res = OrderedDict(reversed(list(infections.items()))) \n",
    "data_res"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Trends\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "dark"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(data_res.keys(), data_res.values())\n",
    "plt.xlabel('Time')\n",
    "plt.ylabel('COVID Infections (in millions)')\n",
    "plt.title('COVID Infection Trends in 2020')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}