getting started.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Getting Started\n",
    "\n",
    "\n",
    "\n",
    "## covid 2.2.10\n",
    "\n",
    "#### Python package to get information regarding the novel corona virus provided by Johns Hopkins university and worldometers.info"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "***********************************************************************************************************************"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "----------------------------------------------------------------------------------------------------"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## How to use John Hopkins University API\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  'longitude': -1.0232,\n",
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       " {'id': '170',\n",
       "  'country': 'Tanzania',\n",
       "  'confirmed': 509,\n",
       "  'active': 305,\n",
       "  'deaths': 21,\n",
       "  'recovered': 183,\n",
       "  'latitude': -6.369028,\n",
       "  'longitude': 34.888822,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '130',\n",
       "  'country': 'Nepal',\n",
       "  'confirmed': 444,\n",
       "  'active': 397,\n",
       "  'deaths': 2,\n",
       "  'recovered': 45,\n",
       "  'latitude': 28.1667,\n",
       "  'longitude': 84.25,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '168',\n",
       "  'country': 'Taiwan*',\n",
       "  'confirmed': 440,\n",
       "  'active': 35,\n",
       "  'deaths': 7,\n",
       "  'recovered': 398,\n",
       "  'latitude': 23.7,\n",
       "  'longitude': 121.0,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '56',\n",
       "  'country': 'Congo (Brazzaville)',\n",
       "  'confirmed': 420,\n",
       "  'active': 273,\n",
       "  'deaths': 15,\n",
       "  'recovered': 132,\n",
       "  'latitude': -4.2634,\n",
       "  'longitude': 15.2832,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '52',\n",
       "  'country': 'Central African Republic',\n",
       "  'confirmed': 418,\n",
       "  'active': 400,\n",
       "  'deaths': 0,\n",
       "  'recovered': 18,\n",
       "  'latitude': 6.6111,\n",
       "  'longitude': 20.9394,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '184',\n",
       "  'country': 'West Bank and Gaza',\n",
       "  'confirmed': 398,\n",
       "  'active': 50,\n",
       "  'deaths': 2,\n",
       "  'recovered': 346,\n",
       "  'latitude': 31.9522,\n",
       "  'longitude': 35.2332,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '75',\n",
       "  'country': 'Ethiopia',\n",
       "  'confirmed': 389,\n",
       "  'active': 262,\n",
       "  'deaths': 5,\n",
       "  'recovered': 122,\n",
       "  'latitude': 9.145,\n",
       "  'longitude': 40.4897,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '115',\n",
       "  'country': 'Madagascar',\n",
       "  'confirmed': 371,\n",
       "  'active': 238,\n",
       "  'deaths': 2,\n",
       "  'recovered': 131,\n",
       "  'latitude': -18.766947,\n",
       "  'longitude': 46.869107,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '49',\n",
       "  'country': 'Cabo Verde',\n",
       "  'confirmed': 349,\n",
       "  'active': 261,\n",
       "  'deaths': 3,\n",
       "  'recovered': 85,\n",
       "  'latitude': 16.5388,\n",
       "  'longitude': -23.0418,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '173',\n",
       "  'country': 'Togo',\n",
       "  'confirmed': 340,\n",
       "  'active': 218,\n",
       "  'deaths': 12,\n",
       "  'recovered': 110,\n",
       "  'latitude': 8.6195,\n",
       "  'longitude': 0.8248,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '122',\n",
       "  'country': 'Mauritius',\n",
       "  'confirmed': 332,\n",
       "  'active': 0,\n",
       "  'deaths': 10,\n",
       "  'recovered': 322,\n",
       "  'latitude': -20.348404,\n",
       "  'longitude': 57.552152,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '126',\n",
       "  'country': 'Montenegro',\n",
       "  'confirmed': 324,\n",
       "  'active': 3,\n",
       "  'deaths': 9,\n",
       "  'recovered': 312,\n",
       "  'latitude': 42.708678,\n",
       "  'longitude': 19.37439,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '183',\n",
       "  'country': 'Vietnam',\n",
       "  'confirmed': 324,\n",
       "  'active': 60,\n",
       "  'deaths': 0,\n",
       "  'recovered': 264,\n",
       "  'latitude': 14.058324,\n",
       "  'longitude': 108.277199,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '147',\n",
       "  'country': 'Rwanda',\n",
       "  'confirmed': 314,\n",
       "  'active': 98,\n",
       "  'deaths': 0,\n",
       "  'recovered': 216,\n",
       "  'latitude': -1.9403,\n",
       "  'longitude': 29.8739,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '163',\n",
       "  'country': 'South Sudan',\n",
       "  'confirmed': 290,\n",
       "  'active': 282,\n",
       "  'deaths': 4,\n",
       "  'recovered': 4,\n",
       "  'latitude': 6.877,\n",
       "  'longitude': 31.307,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '177',\n",
       "  'country': 'Uganda',\n",
       "  'confirmed': 264,\n",
       "  'active': 199,\n",
       "  'deaths': 0,\n",
       "  'recovered': 65,\n",
       "  'latitude': 1.373333,\n",
       "  'longitude': 32.290275,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '132',\n",
       "  'country': 'Nicaragua',\n",
       "  'confirmed': 254,\n",
       "  'active': 38,\n",
       "  'deaths': 17,\n",
       "  'recovered': 199,\n",
       "  'latitude': 12.865416,\n",
       "  'longitude': -85.207229,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '152',\n",
       "  'country': 'Sao Tome and Principe',\n",
       "  'confirmed': 251,\n",
       "  'active': 239,\n",
       "  'deaths': 8,\n",
       "  'recovered': 4,\n",
       "  'latitude': 0.18636,\n",
       "  'longitude': 6.613081,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '109',\n",
       "  'country': 'Liberia',\n",
       "  'confirmed': 238,\n",
       "  'active': 87,\n",
       "  'deaths': 23,\n",
       "  'recovered': 128,\n",
       "  'latitude': 6.428055,\n",
       "  'longitude': -9.429499,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '74',\n",
       "  'country': 'Eswatini',\n",
       "  'confirmed': 217,\n",
       "  'active': 118,\n",
       "  'deaths': 2,\n",
       "  'recovered': 97,\n",
       "  'latitude': -26.5225,\n",
       "  'longitude': 31.4659,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '47',\n",
       "  'country': 'Burma',\n",
       "  'confirmed': 199,\n",
       "  'active': 85,\n",
       "  'deaths': 6,\n",
       "  'recovered': 108,\n",
       "  'latitude': 21.9162,\n",
       "  'longitude': 95.956,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '186',\n",
       "  'country': 'Yemen',\n",
       "  'confirmed': 184,\n",
       "  'active': 149,\n",
       "  'deaths': 30,\n",
       "  'recovered': 5,\n",
       "  'latitude': 15.552727,\n",
       "  'longitude': 48.516388,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '128',\n",
       "  'country': 'Mozambique',\n",
       "  'confirmed': 156,\n",
       "  'active': 108,\n",
       "  'deaths': 0,\n",
       "  'recovered': 48,\n",
       "  'latitude': -18.665695,\n",
       "  'longitude': 35.529562,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '44',\n",
       "  'country': 'Brunei',\n",
       "  'confirmed': 141,\n",
       "  'active': 4,\n",
       "  'deaths': 1,\n",
       "  'recovered': 136,\n",
       "  'latitude': 4.5353,\n",
       "  'longitude': 114.7277,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '121',\n",
       "  'country': 'Mauritania',\n",
       "  'confirmed': 141,\n",
       "  'active': 130,\n",
       "  'deaths': 4,\n",
       "  'recovered': 7,\n",
       "  'latitude': 21.0079,\n",
       "  'longitude': -10.9408,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '125',\n",
       "  'country': 'Mongolia',\n",
       "  'confirmed': 140,\n",
       "  'active': 114,\n",
       "  'deaths': 0,\n",
       "  'recovered': 26,\n",
       "  'latitude': 46.8625,\n",
       "  'longitude': 103.8467,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '39',\n",
       "  'country': 'Benin',\n",
       "  'confirmed': 130,\n",
       "  'active': 71,\n",
       "  'deaths': 2,\n",
       "  'recovered': 57,\n",
       "  'latitude': 9.3077,\n",
       "  'longitude': 2.3158,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '86',\n",
       "  'country': 'Guyana',\n",
       "  'confirmed': 125,\n",
       "  'active': 68,\n",
       "  'deaths': 10,\n",
       "  'recovered': 47,\n",
       "  'latitude': 4.860416,\n",
       "  'longitude': -58.93018,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '50',\n",
       "  'country': 'Cambodia',\n",
       "  'confirmed': 122,\n",
       "  'active': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 122,\n",
       "  'latitude': 11.55,\n",
       "  'longitude': 104.9167,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '174',\n",
       "  'country': 'Trinidad and Tobago',\n",
       "  'confirmed': 116,\n",
       "  'active': 1,\n",
       "  'deaths': 8,\n",
       "  'recovered': 107,\n",
       "  'latitude': 10.6918,\n",
       "  'longitude': -61.2225,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '32',\n",
       "  'country': 'Bahamas',\n",
       "  'confirmed': 97,\n",
       "  'active': 43,\n",
       "  'deaths': 11,\n",
       "  'recovered': 43,\n",
       "  'latitude': 25.025885,\n",
       "  'longitude': -78.035889,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '124',\n",
       "  'country': 'Monaco',\n",
       "  'confirmed': 97,\n",
       "  'active': 3,\n",
       "  'deaths': 4,\n",
       "  'recovered': 90,\n",
       "  'latitude': 43.7333,\n",
       "  'longitude': 7.4167,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '35',\n",
       "  'country': 'Barbados',\n",
       "  'confirmed': 90,\n",
       "  'active': 13,\n",
       "  'deaths': 7,\n",
       "  'recovered': 70,\n",
       "  'latitude': 13.1939,\n",
       "  'longitude': -59.5432,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '111',\n",
       "  'country': 'Liechtenstein',\n",
       "  'confirmed': 82,\n",
       "  'active': 26,\n",
       "  'deaths': 1,\n",
       "  'recovered': 55,\n",
       "  'latitude': 47.14,\n",
       "  'longitude': 9.55,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '116',\n",
       "  'country': 'Malawi',\n",
       "  'confirmed': 71,\n",
       "  'active': 41,\n",
       "  'deaths': 3,\n",
       "  'recovered': 27,\n",
       "  'latitude': -13.254308,\n",
       "  'longitude': 34.301525,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '110',\n",
       "  'country': 'Libya',\n",
       "  'confirmed': 69,\n",
       "  'active': 31,\n",
       "  'deaths': 3,\n",
       "  'recovered': 35,\n",
       "  'latitude': 26.3351,\n",
       "  'longitude': 17.228331,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '167',\n",
       "  'country': 'Syria',\n",
       "  'confirmed': 58,\n",
       "  'active': 19,\n",
       "  'deaths': 3,\n",
       "  'recovered': 36,\n",
       "  'latitude': 34.802075,\n",
       "  'longitude': 38.996815,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '27',\n",
       "  'country': 'Angola',\n",
       "  'confirmed': 52,\n",
       "  'active': 32,\n",
       "  'deaths': 3,\n",
       "  'recovered': 17,\n",
       "  'latitude': -11.2027,\n",
       "  'longitude': 17.8739,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '188',\n",
       "  'country': 'Zimbabwe',\n",
       "  'confirmed': 48,\n",
       "  'active': 26,\n",
       "  'deaths': 4,\n",
       "  'recovered': 18,\n",
       "  'latitude': -19.015438,\n",
       "  'longitude': 29.154857,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '48',\n",
       "  'country': 'Burundi',\n",
       "  'confirmed': 42,\n",
       "  'active': 21,\n",
       "  'deaths': 1,\n",
       "  'recovered': 20,\n",
       "  'latitude': -3.3731,\n",
       "  'longitude': 29.9189,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '72',\n",
       "  'country': 'Eritrea',\n",
       "  'confirmed': 39,\n",
       "  'active': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 39,\n",
       "  'latitude': 15.1794,\n",
       "  'longitude': 39.7823,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '55',\n",
       "  'country': 'Comoros',\n",
       "  'confirmed': 34,\n",
       "  'active': 25,\n",
       "  'deaths': 1,\n",
       "  'recovered': 8,\n",
       "  'latitude': -11.6455,\n",
       "  'longitude': 43.3333,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '28',\n",
       "  'country': 'Antigua and Barbuda',\n",
       "  'confirmed': 25,\n",
       "  'active': 3,\n",
       "  'deaths': 3,\n",
       "  'recovered': 19,\n",
       "  'latitude': 17.0608,\n",
       "  'longitude': -61.7964,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '43',\n",
       "  'country': 'Botswana',\n",
       "  'confirmed': 25,\n",
       "  'active': 7,\n",
       "  'deaths': 1,\n",
       "  'recovered': 17,\n",
       "  'latitude': -22.3285,\n",
       "  'longitude': 24.6849,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '78',\n",
       "  'country': 'Gambia',\n",
       "  'confirmed': 24,\n",
       "  'active': 10,\n",
       "  'deaths': 1,\n",
       "  'recovered': 13,\n",
       "  'latitude': 13.4432,\n",
       "  'longitude': -15.3101,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '172',\n",
       "  'country': 'Timor-Leste',\n",
       "  'confirmed': 24,\n",
       "  'active': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 24,\n",
       "  'latitude': -8.874217,\n",
       "  'longitude': 125.727539,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '82',\n",
       "  'country': 'Grenada',\n",
       "  'confirmed': 22,\n",
       "  'active': 5,\n",
       "  'deaths': 0,\n",
       "  'recovered': 17,\n",
       "  'latitude': 12.1165,\n",
       "  'longitude': -61.679,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '40',\n",
       "  'country': 'Bhutan',\n",
       "  'confirmed': 21,\n",
       "  'active': 16,\n",
       "  'deaths': 0,\n",
       "  'recovered': 5,\n",
       "  'latitude': 27.5142,\n",
       "  'longitude': 90.4336,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '105',\n",
       "  'country': 'Laos',\n",
       "  'confirmed': 19,\n",
       "  'active': 5,\n",
       "  'deaths': 0,\n",
       "  'recovered': 14,\n",
       "  'latitude': 19.85627,\n",
       "  'longitude': 102.495496,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '38',\n",
       "  'country': 'Belize',\n",
       "  'confirmed': 18,\n",
       "  'active': 0,\n",
       "  'deaths': 2,\n",
       "  'recovered': 16,\n",
       "  'latitude': 13.1939,\n",
       "  'longitude': -59.5432,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '76',\n",
       "  'country': 'Fiji',\n",
       "  'confirmed': 18,\n",
       "  'active': 3,\n",
       "  'deaths': 0,\n",
       "  'recovered': 15,\n",
       "  'latitude': -17.7134,\n",
       "  'longitude': 178.065,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '149',\n",
       "  'country': 'Saint Lucia',\n",
       "  'confirmed': 18,\n",
       "  'active': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 18,\n",
       "  'latitude': 13.9094,\n",
       "  'longitude': -60.9789,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '150',\n",
       "  'country': 'Saint Vincent and the Grenadines',\n",
       "  'confirmed': 18,\n",
       "  'active': 4,\n",
       "  'deaths': 0,\n",
       "  'recovered': 14,\n",
       "  'latitude': 12.9843,\n",
       "  'longitude': -61.2872,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '66',\n",
       "  'country': 'Dominica',\n",
       "  'confirmed': 16,\n",
       "  'active': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 16,\n",
       "  'latitude': 15.415,\n",
       "  'longitude': -61.371,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '129',\n",
       "  'country': 'Namibia',\n",
       "  'confirmed': 16,\n",
       "  'active': 2,\n",
       "  'deaths': 0,\n",
       "  'recovered': 14,\n",
       "  'latitude': -22.9576,\n",
       "  'longitude': 18.4904,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '148',\n",
       "  'country': 'Saint Kitts and Nevis',\n",
       "  'confirmed': 15,\n",
       "  'active': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 15,\n",
       "  'latitude': 17.357822,\n",
       "  'longitude': -62.782998,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '88',\n",
       "  'country': 'Holy See',\n",
       "  'confirmed': 12,\n",
       "  'active': 10,\n",
       "  'deaths': 0,\n",
       "  'recovered': 2,\n",
       "  'latitude': 41.9029,\n",
       "  'longitude': 12.4534,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '156',\n",
       "  'country': 'Seychelles',\n",
       "  'confirmed': 11,\n",
       "  'active': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 11,\n",
       "  'latitude': -4.6796,\n",
       "  'longitude': 55.492,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '166',\n",
       "  'country': 'Suriname',\n",
       "  'confirmed': 11,\n",
       "  'active': 1,\n",
       "  'deaths': 1,\n",
       "  'recovered': 9,\n",
       "  'latitude': 3.9193,\n",
       "  'longitude': -56.0278,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '114',\n",
       "  'country': 'MS Zaandam',\n",
       "  'confirmed': 9,\n",
       "  'active': 7,\n",
       "  'deaths': 2,\n",
       "  'recovered': 0,\n",
       "  'latitude': None,\n",
       "  'longitude': None,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '139',\n",
       "  'country': 'Papua New Guinea',\n",
       "  'confirmed': 8,\n",
       "  'active': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 8,\n",
       "  'latitude': -6.314993,\n",
       "  'longitude': 143.95555,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '185',\n",
       "  'country': 'Western Sahara',\n",
       "  'confirmed': 6,\n",
       "  'active': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 6,\n",
       "  'latitude': 24.2155,\n",
       "  'longitude': -12.8858,\n",
       "  'last_update': 1590031964000},\n",
       " {'id': '108',\n",
       "  'country': 'Lesotho',\n",
       "  'confirmed': 1,\n",
       "  'active': 1,\n",
       "  'deaths': 0,\n",
       "  'recovered': 0,\n",
       "  'latitude': -29.609988,\n",
       "  'longitude': 28.233608,\n",
       "  'last_update': 1590031964000}]"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# country wise details\n",
    "\n",
    "from covid import Covid\n",
    "\n",
    "covid = Covid()\n",
    "covid.get_data()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### You can get status by country wise\n",
    "\n",
    "This will be helpful when you nedd to know the avaliable names of countries.By using `covid.list_countries()` we get to know the country exact name that can be used."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "countries = covid.list_countries()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'id': '18', 'name': 'US'},\n",
       " {'id': '14', 'name': 'Russia'},\n",
       " {'id': '22', 'name': 'Brazil'},\n",
       " {'id': '17', 'name': 'United Kingdom'},\n",
       " {'id': '19', 'name': 'Spain'},\n",
       " {'id': '11', 'name': 'Italy'},\n",
       " {'id': '7', 'name': 'France'},\n",
       " {'id': '8', 'name': 'Germany'},\n",
       " {'id': '176', 'name': 'Turkey'},\n",
       " {'id': '93', 'name': 'Iran'},\n",
       " {'id': '91', 'name': 'India'},\n",
       " {'id': '141', 'name': 'Peru'},\n",
       " {'id': '4', 'name': 'China'},\n",
       " {'id': '3', 'name': 'Canada'},\n",
       " {'id': '153', 'name': 'Saudi Arabia'},\n",
       " {'id': '20', 'name': 'Mexico'},\n",
       " {'id': '37', 'name': 'Belgium'},\n",
       " {'id': '21', 'name': 'Chile'},\n",
       " {'id': '137', 'name': 'Pakistan'},\n",
       " {'id': '12', 'name': 'Netherlands'},\n",
       " {'id': '145', 'name': 'Qatar'},\n",
       " {'id': '68', 'name': 'Ecuador'},\n",
       " {'id': '36', 'name': 'Belarus'},\n",
       " {'id': '15', 'name': 'Sweden'},\n",
       " {'id': '16', 'name': 'Switzerland'},\n",
       " {'id': '144', 'name': 'Portugal'},\n",
       " {'id': '158', 'name': 'Singapore'},\n",
       " {'id': '34', 'name': 'Bangladesh'},\n",
       " {'id': '179', 'name': 'United Arab Emirates'},\n",
       " {'id': '10', 'name': 'Ireland'},\n",
       " {'id': '143', 'name': 'Poland'},\n",
       " {'id': '178', 'name': 'Ukraine'},\n",
       " {'id': '92', 'name': 'Indonesia'},\n",
       " {'id': '162', 'name': 'South Africa'},\n",
       " {'id': '54', 'name': 'Colombia'},\n",
       " {'id': '103', 'name': 'Kuwait'},\n",
       " {'id': '146', 'name': 'Romania'},\n",
       " {'id': '95', 'name': 'Israel'},\n",
       " {'id': '97', 'name': 'Japan'},\n",
       " {'id': '2', 'name': 'Austria'},\n",
       " {'id': '69', 'name': 'Egypt'},\n",
       " {'id': '67', 'name': 'Dominican Republic'},\n",
       " {'id': '142', 'name': 'Philippines'},\n",
       " {'id': '5', 'name': 'Denmark'},\n",
       " {'id': '101', 'name': 'Korea, South'},\n",
       " {'id': '155', 'name': 'Serbia'},\n",
       " {'id': '138', 'name': 'Panama'},\n",
       " {'id': '29', 'name': 'Argentina'},\n",
       " {'id': '63', 'name': 'Czechia'},\n",
       " {'id': '13', 'name': 'Norway'},\n",
       " {'id': '23', 'name': 'Afghanistan'},\n",
       " {'id': '33', 'name': 'Bahrain'},\n",
       " {'id': '25', 'name': 'Algeria'},\n",
       " {'id': '127', 'name': 'Morocco'},\n",
       " {'id': '1', 'name': 'Australia'},\n",
       " {'id': '117', 'name': 'Malaysia'},\n",
       " {'id': '99', 'name': 'Kazakhstan'},\n",
       " {'id': '134', 'name': 'Nigeria'},\n",
       " {'id': '123', 'name': 'Moldova'},\n",
       " {'id': '6', 'name': 'Finland'},\n",
       " {'id': '80', 'name': 'Ghana'},\n",
       " {'id': '136', 'name': 'Oman'},\n",
       " {'id': '30', 'name': 'Armenia'},\n",
       " {'id': '41', 'name': 'Bolivia'},\n",
       " {'id': '113', 'name': 'Luxembourg'},\n",
       " {'id': '51', 'name': 'Cameroon'},\n",
       " {'id': '94', 'name': 'Iraq'},\n",
       " {'id': '31', 'name': 'Azerbaijan'},\n",
       " {'id': '90', 'name': 'Hungary'},\n",
       " {'id': '89', 'name': 'Honduras'},\n",
       " {'id': '171', 'name': 'Thailand'},\n",
       " {'id': '181', 'name': 'Uzbekistan'},\n",
       " {'id': '84', 'name': 'Guinea'},\n",
       " {'id': '81', 'name': 'Greece'},\n",
       " {'id': '165', 'name': 'Sudan'},\n",
       " {'id': '154', 'name': 'Senegal'},\n",
       " {'id': '42', 'name': 'Bosnia and Herzegovina'},\n",
       " {'id': '45', 'name': 'Bulgaria'},\n",
       " {'id': '83', 'name': 'Guatemala'},\n",
       " {'id': '60', 'name': 'Croatia'},\n",
       " {'id': '59', 'name': \"Cote d'Ivoire\"},\n",
       " {'id': '169', 'name': 'Tajikistan'},\n",
       " {'id': '61', 'name': 'Cuba'},\n",
       " {'id': '135', 'name': 'North Macedonia'},\n",
       " {'id': '65', 'name': 'Djibouti'},\n",
       " {'id': '9', 'name': 'Iceland'},\n",
       " {'id': '73', 'name': 'Estonia'},\n",
       " {'id': '57', 'name': 'Congo (Kinshasa)'},\n",
       " {'id': '112', 'name': 'Lithuania'},\n",
       " {'id': '161', 'name': 'Somalia'},\n",
       " {'id': '70', 'name': 'El Salvador'},\n",
       " {'id': '77', 'name': 'Gabon'},\n",
       " {'id': '131', 'name': 'New Zealand'},\n",
       " {'id': '159', 'name': 'Slovakia'},\n",
       " {'id': '160', 'name': 'Slovenia'},\n",
       " {'id': '104', 'name': 'Kyrgyzstan'},\n",
       " {'id': '118', 'name': 'Maldives'},\n",
       " {'id': '85', 'name': 'Guinea-Bissau'},\n",
       " {'id': '175', 'name': 'Tunisia'},\n",
       " {'id': '100', 'name': 'Kenya'},\n",
       " {'id': '164', 'name': 'Sri Lanka'},\n",
       " {'id': '106', 'name': 'Latvia'},\n",
       " {'id': '102', 'name': 'Kosovo'},\n",
       " {'id': '24', 'name': 'Albania'},\n",
       " {'id': '107', 'name': 'Lebanon'},\n",
       " {'id': '119', 'name': 'Mali'},\n",
       " {'id': '62', 'name': 'Cyprus'},\n",
       " {'id': '133', 'name': 'Niger'},\n",
       " {'id': '58', 'name': 'Costa Rica'},\n",
       " {'id': '71', 'name': 'Equatorial Guinea'},\n",
       " {'id': '140', 'name': 'Paraguay'},\n",
       " {'id': '187', 'name': 'Zambia'},\n",
       " {'id': '182', 'name': 'Venezuela'},\n",
       " {'id': '46', 'name': 'Burkina Faso'},\n",
       " {'id': '26', 'name': 'Andorra'},\n",
       " {'id': '180', 'name': 'Uruguay'},\n",
       " {'id': '79', 'name': 'Georgia'},\n",
       " {'id': '64', 'name': 'Diamond Princess'},\n",
       " {'id': '98', 'name': 'Jordan'},\n",
       " {'id': '151', 'name': 'San Marino'},\n",
       " {'id': '87', 'name': 'Haiti'},\n",
       " {'id': '120', 'name': 'Malta'},\n",
       " {'id': '157', 'name': 'Sierra Leone'},\n",
       " {'id': '53', 'name': 'Chad'},\n",
       " {'id': '96', 'name': 'Jamaica'},\n",
       " {'id': '170', 'name': 'Tanzania'},\n",
       " {'id': '130', 'name': 'Nepal'},\n",
       " {'id': '168', 'name': 'Taiwan*'},\n",
       " {'id': '56', 'name': 'Congo (Brazzaville)'},\n",
       " {'id': '52', 'name': 'Central African Republic'},\n",
       " {'id': '184', 'name': 'West Bank and Gaza'},\n",
       " {'id': '75', 'name': 'Ethiopia'},\n",
       " {'id': '115', 'name': 'Madagascar'},\n",
       " {'id': '49', 'name': 'Cabo Verde'},\n",
       " {'id': '173', 'name': 'Togo'},\n",
       " {'id': '122', 'name': 'Mauritius'},\n",
       " {'id': '126', 'name': 'Montenegro'},\n",
       " {'id': '183', 'name': 'Vietnam'},\n",
       " {'id': '147', 'name': 'Rwanda'},\n",
       " {'id': '163', 'name': 'South Sudan'},\n",
       " {'id': '177', 'name': 'Uganda'},\n",
       " {'id': '132', 'name': 'Nicaragua'},\n",
       " {'id': '152', 'name': 'Sao Tome and Principe'},\n",
       " {'id': '109', 'name': 'Liberia'},\n",
       " {'id': '74', 'name': 'Eswatini'},\n",
       " {'id': '47', 'name': 'Burma'},\n",
       " {'id': '186', 'name': 'Yemen'},\n",
       " {'id': '128', 'name': 'Mozambique'},\n",
       " {'id': '44', 'name': 'Brunei'},\n",
       " {'id': '121', 'name': 'Mauritania'},\n",
       " {'id': '125', 'name': 'Mongolia'},\n",
       " {'id': '39', 'name': 'Benin'},\n",
       " {'id': '86', 'name': 'Guyana'},\n",
       " {'id': '50', 'name': 'Cambodia'},\n",
       " {'id': '174', 'name': 'Trinidad and Tobago'},\n",
       " {'id': '32', 'name': 'Bahamas'},\n",
       " {'id': '124', 'name': 'Monaco'},\n",
       " {'id': '35', 'name': 'Barbados'},\n",
       " {'id': '111', 'name': 'Liechtenstein'},\n",
       " {'id': '116', 'name': 'Malawi'},\n",
       " {'id': '110', 'name': 'Libya'},\n",
       " {'id': '167', 'name': 'Syria'},\n",
       " {'id': '27', 'name': 'Angola'},\n",
       " {'id': '188', 'name': 'Zimbabwe'},\n",
       " {'id': '48', 'name': 'Burundi'},\n",
       " {'id': '72', 'name': 'Eritrea'},\n",
       " {'id': '55', 'name': 'Comoros'},\n",
       " {'id': '28', 'name': 'Antigua and Barbuda'},\n",
       " {'id': '43', 'name': 'Botswana'},\n",
       " {'id': '78', 'name': 'Gambia'},\n",
       " {'id': '172', 'name': 'Timor-Leste'},\n",
       " {'id': '82', 'name': 'Grenada'},\n",
       " {'id': '40', 'name': 'Bhutan'},\n",
       " {'id': '105', 'name': 'Laos'},\n",
       " {'id': '38', 'name': 'Belize'},\n",
       " {'id': '76', 'name': 'Fiji'},\n",
       " {'id': '149', 'name': 'Saint Lucia'},\n",
       " {'id': '150', 'name': 'Saint Vincent and the Grenadines'},\n",
       " {'id': '66', 'name': 'Dominica'},\n",
       " {'id': '129', 'name': 'Namibia'},\n",
       " {'id': '148', 'name': 'Saint Kitts and Nevis'},\n",
       " {'id': '88', 'name': 'Holy See'},\n",
       " {'id': '156', 'name': 'Seychelles'},\n",
       " {'id': '166', 'name': 'Suriname'},\n",
       " {'id': '114', 'name': 'MS Zaandam'},\n",
       " {'id': '139', 'name': 'Papua New Guinea'},\n",
       " {'id': '185', 'name': 'Western Sahara'},\n",
       " {'id': '108', 'name': 'Lesotho'}]"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "countries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "india_cases = covid.get_status_by_country_name(\"india\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'id': '91',\n",
       " 'country': 'India',\n",
       " 'confirmed': 112028,\n",
       " 'active': 63172,\n",
       " 'deaths': 3434,\n",
       " 'recovered': 45422,\n",
       " 'latitude': 20.593684,\n",
       " 'longitude': 78.96288,\n",
       " 'last_update': 1590031964000}"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# status of India\n",
    "\n",
    "india_cases"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## You can access using ID "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "India_cases = covid.get_status_by_country_id(91)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'id': '91',\n",
       " 'country': 'India',\n",
       " 'confirmed': 112028,\n",
       " 'active': 63172,\n",
       " 'deaths': 3434,\n",
       " 'recovered': 45422,\n",
       " 'latitude': 20.593684,\n",
       " 'longitude': 78.96288,\n",
       " 'last_update': 1590031964000}"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "India_cases"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get total active cases"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    "active = covid.get_total_active_cases()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2769346"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "active"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get Total confirmed cases\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "confirmed = covid.get_total_confirmed_cases()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4996634"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "confirmed"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get total recovered cases"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "recovered = covid.get_total_recovered()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1897473"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "recovered"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get Total Deaths"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "deaths = covid.get_total_deaths()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "328120"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "deaths"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## How to use worldmeters.info"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [],
   "source": [
    "covid1 = Covid(source=\"worldometers\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'worldometers'"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# check the source\n",
    "covid1.source"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'country': 'North America',\n",
       "  'confirmed': 1765335,\n",
       "  'new_cases': 2534,\n",
       "  'deaths': 108248,\n",
       "  'recovered': 467580,\n",
       "  'active': 1189507,\n",
       "  'critical': 18978,\n",
       "  'new_deaths': 431,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('0'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('0')},\n",
       " {'country': 'Europe',\n",
       "  'confirmed': 1830667,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 165798,\n",
       "  'recovered': 812487,\n",
       "  'active': 852382,\n",
       "  'critical': 10927,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('0'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('0')},\n",
       " {'country': 'South America',\n",
       "  'confirmed': 520526,\n",
       "  'new_cases': 438,\n",
       "  'deaths': 26635,\n",
       "  'recovered': 193751,\n",
       "  'active': 300140,\n",
       "  'critical': 10583,\n",
       "  'new_deaths': 10,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('0'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('0')},\n",
       " {'country': 'Asia',\n",
       "  'confirmed': 866278,\n",
       "  'new_cases': 2820,\n",
       "  'deaths': 25887,\n",
       "  'recovered': 501555,\n",
       "  'active': 338836,\n",
       "  'critical': 5010,\n",
       "  'new_deaths': 34,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('0'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('0')},\n",
       " {'country': 'Africa',\n",
       "  'confirmed': 97400,\n",
       "  'new_cases': 410,\n",
       "  'deaths': 3020,\n",
       "  'recovered': 39425,\n",
       "  'active': 54955,\n",
       "  'critical': 287,\n",
       "  'new_deaths': 10,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('0'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('0')},\n",
       " {'country': 'Oceania',\n",
       "  'confirmed': 8688,\n",
       "  'new_cases': 2,\n",
       "  'deaths': 121,\n",
       "  'recovered': 8023,\n",
       "  'active': 544,\n",
       "  'critical': 10,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('0'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('0')},\n",
       " {'country': '0',\n",
       "  'confirmed': 721,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 15,\n",
       "  'recovered': 651,\n",
       "  'active': 55,\n",
       "  'critical': 4,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('0'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('0')},\n",
       " {'country': 'World',\n",
       "  'confirmed': 5089615,\n",
       "  'new_cases': 6204,\n",
       "  'deaths': 329724,\n",
       "  'recovered': 2023472,\n",
       "  'active': 2736419,\n",
       "  'critical': 45799,\n",
       "  'new_deaths': 485,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('653'),\n",
       "  'total_deaths_per_million': Decimal('42.3'),\n",
       "  'population': Decimal('0')},\n",
       " {'country': 'USA',\n",
       "  'confirmed': 1592723,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 94936,\n",
       "  'recovered': 370076,\n",
       "  'active': 1127711,\n",
       "  'critical': 17815,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 14117870,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('4815'),\n",
       "  'total_deaths_per_million': Decimal('287'),\n",
       "  'population': Decimal('330785250')},\n",
       " {'country': 'Russia',\n",
       "  'confirmed': 308705,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 2972,\n",
       "  'recovered': 85392,\n",
       "  'active': 220341,\n",
       "  'critical': 2300,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 7578029,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('2115'),\n",
       "  'total_deaths_per_million': Decimal('20'),\n",
       "  'population': Decimal('145927633')},\n",
       " {'country': 'Brazil',\n",
       "  'confirmed': 293357,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 18894,\n",
       "  'recovered': 116683,\n",
       "  'active': 157780,\n",
       "  'critical': 8318,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 735224,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('1381'),\n",
       "  'total_deaths_per_million': Decimal('89'),\n",
       "  'population': Decimal('212389176')},\n",
       " {'country': 'Spain',\n",
       "  'confirmed': 279524,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 27888,\n",
       "  'recovered': 196958,\n",
       "  'active': 54678,\n",
       "  'critical': 1152,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 3037840,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('5979'),\n",
       "  'total_deaths_per_million': Decimal('596'),\n",
       "  'population': Decimal('46752802')},\n",
       " {'country': 'UK',\n",
       "  'confirmed': 248293,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 35704,\n",
       "  'recovered': 0,\n",
       "  'active': 0,\n",
       "  'critical': 1559,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 2962227,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('3660'),\n",
       "  'total_deaths_per_million': Decimal('526'),\n",
       "  'population': Decimal('67846185')},\n",
       " {'country': 'Italy',\n",
       "  'confirmed': 227364,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 32330,\n",
       "  'recovered': 132282,\n",
       "  'active': 62752,\n",
       "  'critical': 676,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 3171719,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('3760'),\n",
       "  'total_deaths_per_million': Decimal('535'),\n",
       "  'population': Decimal('60471440')},\n",
       " {'country': 'France',\n",
       "  'confirmed': 181575,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 28132,\n",
       "  'recovered': 63354,\n",
       "  'active': 90089,\n",
       "  'critical': 1794,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 1384633,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('2782'),\n",
       "  'total_deaths_per_million': Decimal('431'),\n",
       "  'population': Decimal('65257613')},\n",
       " {'country': 'Germany',\n",
       "  'confirmed': 178531,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 8270,\n",
       "  'recovered': 156900,\n",
       "  'active': 13361,\n",
       "  'critical': 1045,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 3595059,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('2132'),\n",
       "  'total_deaths_per_million': Decimal('99'),\n",
       "  'population': Decimal('83754315')},\n",
       " {'country': 'Turkey',\n",
       "  'confirmed': 152587,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 4222,\n",
       "  'recovered': 113987,\n",
       "  'active': 34378,\n",
       "  'critical': 877,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 1696355,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('1811'),\n",
       "  'total_deaths_per_million': Decimal('50'),\n",
       "  'population': Decimal('84235031')},\n",
       " {'country': 'Iran',\n",
       "  'confirmed': 126949,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 7183,\n",
       "  'recovered': 98808,\n",
       "  'active': 20958,\n",
       "  'critical': 2735,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 731213,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('1514'),\n",
       "  'total_deaths_per_million': Decimal('86'),\n",
       "  'population': Decimal('83868516')},\n",
       " {'country': 'India',\n",
       "  'confirmed': 112359,\n",
       "  'new_cases': 331,\n",
       "  'deaths': 3435,\n",
       "  'recovered': 45422,\n",
       "  'active': 63502,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 1,\n",
       "  'total_tests': 2512388,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('82'),\n",
       "  'total_deaths_per_million': Decimal('2'),\n",
       "  'population': Decimal('1378455853')},\n",
       " {'country': 'Peru',\n",
       "  'confirmed': 104020,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 3024,\n",
       "  'recovered': 41968,\n",
       "  'active': 59028,\n",
       "  'critical': 869,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 715423,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('3160'),\n",
       "  'total_deaths_per_million': Decimal('92'),\n",
       "  'population': Decimal('32918409')},\n",
       " {'country': 'Canada',\n",
       "  'confirmed': 80142,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 6031,\n",
       "  'recovered': 40776,\n",
       "  'active': 33335,\n",
       "  'critical': 502,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 1375126,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('2126'),\n",
       "  'total_deaths_per_million': Decimal('160'),\n",
       "  'population': Decimal('37704575')},\n",
       " {'country': 'Saudi Arabia',\n",
       "  'confirmed': 62545,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 339,\n",
       "  'recovered': 33478,\n",
       "  'active': 28728,\n",
       "  'critical': 276,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 636178,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('1800'),\n",
       "  'total_deaths_per_million': Decimal('10'),\n",
       "  'population': Decimal('34750295')},\n",
       " {'country': 'Mexico',\n",
       "  'confirmed': 56594,\n",
       "  'new_cases': 2248,\n",
       "  'deaths': 6090,\n",
       "  'recovered': 38876,\n",
       "  'active': 11628,\n",
       "  'critical': 378,\n",
       "  'new_deaths': 424,\n",
       "  'total_tests': 185755,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('439'),\n",
       "  'total_deaths_per_million': Decimal('47'),\n",
       "  'population': Decimal('128777650')},\n",
       " {'country': 'Belgium',\n",
       "  'confirmed': 55983,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 9150,\n",
       "  'recovered': 14847,\n",
       "  'active': 31986,\n",
       "  'critical': 313,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 720228,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('4833'),\n",
       "  'total_deaths_per_million': Decimal('790'),\n",
       "  'population': Decimal('11584014')},\n",
       " {'country': 'Chile',\n",
       "  'confirmed': 53617,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 544,\n",
       "  'recovered': 22504,\n",
       "  'active': 30569,\n",
       "  'critical': 904,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 409669,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('2808'),\n",
       "  'total_deaths_per_million': Decimal('28'),\n",
       "  'population': Decimal('19097583')},\n",
       " {'country': 'Pakistan',\n",
       "  'confirmed': 48091,\n",
       "  'new_cases': 2193,\n",
       "  'deaths': 1017,\n",
       "  'recovered': 14155,\n",
       "  'active': 32919,\n",
       "  'critical': 111,\n",
       "  'new_deaths': 32,\n",
       "  'total_tests': 429600,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('218'),\n",
       "  'total_deaths_per_million': Decimal('5'),\n",
       "  'population': Decimal('220380264')},\n",
       " {'country': 'Netherlands',\n",
       "  'confirmed': 44447,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 5748,\n",
       "  'recovered': 0,\n",
       "  'active': 0,\n",
       "  'critical': 275,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 302395,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('2595'),\n",
       "  'total_deaths_per_million': Decimal('336'),\n",
       "  'population': Decimal('17130699')},\n",
       " {'country': 'Qatar',\n",
       "  'confirmed': 37097,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 16,\n",
       "  'recovered': 6600,\n",
       "  'active': 30481,\n",
       "  'critical': 172,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 170437,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('12902'),\n",
       "  'total_deaths_per_million': Decimal('6'),\n",
       "  'population': Decimal('2875313')},\n",
       " {'country': 'Ecuador',\n",
       "  'confirmed': 34854,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 2888,\n",
       "  'recovered': 3557,\n",
       "  'active': 28409,\n",
       "  'critical': 191,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 100248,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('1979'),\n",
       "  'total_deaths_per_million': Decimal('164'),\n",
       "  'population': Decimal('17611696')},\n",
       " {'country': 'Belarus',\n",
       "  'confirmed': 32426,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 179,\n",
       "  'recovered': 11415,\n",
       "  'active': 20832,\n",
       "  'critical': 92,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 387673,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('3431'),\n",
       "  'total_deaths_per_million': Decimal('19'),\n",
       "  'population': Decimal('9449661')},\n",
       " {'country': 'Sweden',\n",
       "  'confirmed': 31523,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 3831,\n",
       "  'recovered': 4971,\n",
       "  'active': 22721,\n",
       "  'critical': 352,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 209900,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('3124'),\n",
       "  'total_deaths_per_million': Decimal('380'),\n",
       "  'population': Decimal('10092199')},\n",
       " {'country': 'Switzerland',\n",
       "  'confirmed': 30658,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 1892,\n",
       "  'recovered': 27800,\n",
       "  'active': 966,\n",
       "  'critical': 55,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 355393,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('3545'),\n",
       "  'total_deaths_per_million': Decimal('219'),\n",
       "  'population': Decimal('8647484')},\n",
       " {'country': 'Portugal',\n",
       "  'confirmed': 29660,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 1263,\n",
       "  'recovered': 6452,\n",
       "  'active': 21945,\n",
       "  'critical': 93,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 674000,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('2908'),\n",
       "  'total_deaths_per_million': Decimal('124'),\n",
       "  'population': Decimal('10199902')},\n",
       " {'country': 'Singapore',\n",
       "  'confirmed': 29364,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 22,\n",
       "  'recovered': 11207,\n",
       "  'active': 18135,\n",
       "  'critical': 11,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 294414,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('5024'),\n",
       "  'total_deaths_per_million': Decimal('4'),\n",
       "  'population': Decimal('5845139')},\n",
       " {'country': 'Bangladesh',\n",
       "  'confirmed': 26738,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 386,\n",
       "  'recovered': 5207,\n",
       "  'active': 21145,\n",
       "  'critical': 1,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 203852,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('163'),\n",
       "  'total_deaths_per_million': Decimal('2'),\n",
       "  'population': Decimal('164502000')},\n",
       " {'country': 'UAE',\n",
       "  'confirmed': 26004,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 233,\n",
       "  'recovered': 11809,\n",
       "  'active': 13962,\n",
       "  'critical': 1,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 1600923,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('2633'),\n",
       "  'total_deaths_per_million': Decimal('24'),\n",
       "  'population': Decimal('9876618')},\n",
       " {'country': 'Ireland',\n",
       "  'confirmed': 24315,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 1571,\n",
       "  'recovered': 21060,\n",
       "  'active': 1684,\n",
       "  'critical': 54,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 295626,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('4931'),\n",
       "  'total_deaths_per_million': Decimal('319'),\n",
       "  'population': Decimal('4931451')},\n",
       " {'country': 'Poland',\n",
       "  'confirmed': 19739,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 962,\n",
       "  'recovered': 8183,\n",
       "  'active': 10594,\n",
       "  'critical': 160,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 674861,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('521'),\n",
       "  'total_deaths_per_million': Decimal('25'),\n",
       "  'population': Decimal('37851101')},\n",
       " {'country': 'Ukraine',\n",
       "  'confirmed': 19230,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 564,\n",
       "  'recovered': 5955,\n",
       "  'active': 12711,\n",
       "  'critical': 245,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 248529,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('439'),\n",
       "  'total_deaths_per_million': Decimal('13'),\n",
       "  'population': Decimal('43761557')},\n",
       " {'country': 'Indonesia',\n",
       "  'confirmed': 19189,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 1242,\n",
       "  'recovered': 4575,\n",
       "  'active': 13372,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 211883,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('70'),\n",
       "  'total_deaths_per_million': Decimal('5'),\n",
       "  'population': Decimal('273192339')},\n",
       " {'country': 'South Africa',\n",
       "  'confirmed': 18003,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 339,\n",
       "  'recovered': 8950,\n",
       "  'active': 8714,\n",
       "  'critical': 119,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 506861,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('304'),\n",
       "  'total_deaths_per_million': Decimal('6'),\n",
       "  'population': Decimal('59222219')},\n",
       " {'country': 'Colombia',\n",
       "  'confirmed': 17687,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 630,\n",
       "  'recovered': 4256,\n",
       "  'active': 12801,\n",
       "  'critical': 136,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 214536,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('348'),\n",
       "  'total_deaths_per_million': Decimal('12'),\n",
       "  'population': Decimal('50820749')},\n",
       " {'country': 'Kuwait',\n",
       "  'confirmed': 17568,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 124,\n",
       "  'recovered': 4885,\n",
       "  'active': 12559,\n",
       "  'critical': 167,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 256314,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('4121'),\n",
       "  'total_deaths_per_million': Decimal('29'),\n",
       "  'population': Decimal('4263192')},\n",
       " {'country': 'Romania',\n",
       "  'confirmed': 17387,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 1147,\n",
       "  'recovered': 10356,\n",
       "  'active': 5884,\n",
       "  'critical': 198,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 332487,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('903'),\n",
       "  'total_deaths_per_million': Decimal('60'),\n",
       "  'population': Decimal('19251223')},\n",
       " {'country': 'Israel',\n",
       "  'confirmed': 16667,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 279,\n",
       "  'recovered': 13504,\n",
       "  'active': 2884,\n",
       "  'critical': 48,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 522632,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('1929'),\n",
       "  'total_deaths_per_million': Decimal('32'),\n",
       "  'population': Decimal('8639658')},\n",
       " {'country': 'Japan',\n",
       "  'confirmed': 16385,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 771,\n",
       "  'recovered': 12286,\n",
       "  'active': 3328,\n",
       "  'critical': 210,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 258277,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('130'),\n",
       "  'total_deaths_per_million': Decimal('6'),\n",
       "  'population': Decimal('126518009')},\n",
       " {'country': 'Austria',\n",
       "  'confirmed': 16353,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 633,\n",
       "  'recovered': 14882,\n",
       "  'active': 838,\n",
       "  'critical': 37,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 379592,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('1817'),\n",
       "  'total_deaths_per_million': Decimal('70'),\n",
       "  'population': Decimal('9000647')},\n",
       " {'country': 'Egypt',\n",
       "  'confirmed': 14229,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 680,\n",
       "  'recovered': 3994,\n",
       "  'active': 9555,\n",
       "  'critical': 41,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 135000,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('139'),\n",
       "  'total_deaths_per_million': Decimal('7'),\n",
       "  'population': Decimal('102104567')},\n",
       " {'country': 'Dominican Republic',\n",
       "  'confirmed': 13477,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 446,\n",
       "  'recovered': 7142,\n",
       "  'active': 5889,\n",
       "  'critical': 126,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 59976,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('1244'),\n",
       "  'total_deaths_per_million': Decimal('41'),\n",
       "  'population': Decimal('10835483')},\n",
       " {'country': 'Philippines',\n",
       "  'confirmed': 13221,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 842,\n",
       "  'recovered': 2932,\n",
       "  'active': 9447,\n",
       "  'critical': 81,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 259172,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('121'),\n",
       "  'total_deaths_per_million': Decimal('8'),\n",
       "  'population': Decimal('109411860')},\n",
       " {'country': 'S. Korea',\n",
       "  'confirmed': 11122,\n",
       "  'new_cases': 12,\n",
       "  'deaths': 264,\n",
       "  'recovered': 10135,\n",
       "  'active': 723,\n",
       "  'critical': 15,\n",
       "  'new_deaths': 1,\n",
       "  'total_tests': 788684,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('217'),\n",
       "  'total_deaths_per_million': Decimal('5'),\n",
       "  'population': Decimal('51264360')},\n",
       " {'country': 'Denmark',\n",
       "  'confirmed': 11117,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 554,\n",
       "  'recovered': 9536,\n",
       "  'active': 1027,\n",
       "  'critical': 25,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 490782,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('1920'),\n",
       "  'total_deaths_per_million': Decimal('96'),\n",
       "  'population': Decimal('5789943')},\n",
       " {'country': 'Serbia',\n",
       "  'confirmed': 10833,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 235,\n",
       "  'recovered': 5067,\n",
       "  'active': 5531,\n",
       "  'critical': 13,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 196881,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('1239'),\n",
       "  'total_deaths_per_million': Decimal('27'),\n",
       "  'population': Decimal('8741130')},\n",
       " {'country': 'Panama',\n",
       "  'confirmed': 9977,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 287,\n",
       "  'recovered': 6194,\n",
       "  'active': 3496,\n",
       "  'critical': 72,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 52641,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('2317'),\n",
       "  'total_deaths_per_million': Decimal('67'),\n",
       "  'population': Decimal('4306796')},\n",
       " {'country': 'Argentina',\n",
       "  'confirmed': 9283,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 403,\n",
       "  'recovered': 2933,\n",
       "  'active': 5947,\n",
       "  'critical': 154,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 112370,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('206'),\n",
       "  'total_deaths_per_million': Decimal('9'),\n",
       "  'population': Decimal('45148586')},\n",
       " {'country': 'Czechia',\n",
       "  'confirmed': 8721,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 304,\n",
       "  'recovered': 5830,\n",
       "  'active': 2587,\n",
       "  'critical': 36,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 372341,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('815'),\n",
       "  'total_deaths_per_million': Decimal('28'),\n",
       "  'population': Decimal('10706798')},\n",
       " {'country': 'Norway',\n",
       "  'confirmed': 8281,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 234,\n",
       "  'recovered': 32,\n",
       "  'active': 8015,\n",
       "  'critical': 17,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 223045,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('1529'),\n",
       "  'total_deaths_per_million': Decimal('43'),\n",
       "  'population': Decimal('5416449')},\n",
       " {'country': 'Afghanistan',\n",
       "  'confirmed': 8145,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 187,\n",
       "  'recovered': 930,\n",
       "  'active': 7028,\n",
       "  'critical': 19,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 25700,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('210'),\n",
       "  'total_deaths_per_million': Decimal('5'),\n",
       "  'population': Decimal('38822151')},\n",
       " {'country': 'Bahrain',\n",
       "  'confirmed': 7888,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 12,\n",
       "  'recovered': 3568,\n",
       "  'active': 4308,\n",
       "  'critical': 9,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 255633,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('4656'),\n",
       "  'total_deaths_per_million': Decimal('7'),\n",
       "  'population': Decimal('1693992')},\n",
       " {'country': 'Algeria',\n",
       "  'confirmed': 7542,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 568,\n",
       "  'recovered': 3968,\n",
       "  'active': 3006,\n",
       "  'critical': 22,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('172'),\n",
       "  'total_deaths_per_million': Decimal('13'),\n",
       "  'population': Decimal('43757106')},\n",
       " {'country': 'Kazakhstan',\n",
       "  'confirmed': 7234,\n",
       "  'new_cases': 265,\n",
       "  'deaths': 35,\n",
       "  'recovered': 3734,\n",
       "  'active': 3465,\n",
       "  'critical': 31,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 591502,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('386'),\n",
       "  'total_deaths_per_million': Decimal('2'),\n",
       "  'population': Decimal('18750814')},\n",
       " {'country': 'Morocco',\n",
       "  'confirmed': 7133,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 194,\n",
       "  'recovered': 4098,\n",
       "  'active': 2841,\n",
       "  'critical': 1,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 104915,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('194'),\n",
       "  'total_deaths_per_million': Decimal('5'),\n",
       "  'population': Decimal('36860148')},\n",
       " {'country': 'Australia',\n",
       "  'confirmed': 7081,\n",
       "  'new_cases': 2,\n",
       "  'deaths': 100,\n",
       "  'recovered': 6470,\n",
       "  'active': 511,\n",
       "  'critical': 9,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 1137558,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('278'),\n",
       "  'total_deaths_per_million': Decimal('4'),\n",
       "  'population': Decimal('25465832')},\n",
       " {'country': 'Malaysia',\n",
       "  'confirmed': 7009,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 114,\n",
       "  'recovered': 5706,\n",
       "  'active': 1189,\n",
       "  'critical': 11,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 471318,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('217'),\n",
       "  'total_deaths_per_million': Decimal('4'),\n",
       "  'population': Decimal('32317999')},\n",
       " {'country': 'Nigeria',\n",
       "  'confirmed': 6677,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 200,\n",
       "  'recovered': 1840,\n",
       "  'active': 4637,\n",
       "  'critical': 7,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 38231,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('32'),\n",
       "  'total_deaths_per_million': Decimal('1.0'),\n",
       "  'population': Decimal('205514164')},\n",
       " {'country': 'Moldova',\n",
       "  'confirmed': 6553,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 228,\n",
       "  'recovered': 2953,\n",
       "  'active': 3372,\n",
       "  'critical': 251,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 40565,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('1624'),\n",
       "  'total_deaths_per_million': Decimal('57'),\n",
       "  'population': Decimal('4034973')},\n",
       " {'country': 'Finland',\n",
       "  'confirmed': 6443,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 304,\n",
       "  'recovered': 4800,\n",
       "  'active': 1339,\n",
       "  'critical': 20,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 156200,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('1163'),\n",
       "  'total_deaths_per_million': Decimal('55'),\n",
       "  'population': Decimal('5539776')},\n",
       " {'country': 'Ghana',\n",
       "  'confirmed': 6269,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 31,\n",
       "  'recovered': 1898,\n",
       "  'active': 4340,\n",
       "  'critical': 8,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 184343,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('202'),\n",
       "  'total_deaths_per_million': Decimal('1'),\n",
       "  'population': Decimal('30994975')},\n",
       " {'country': 'Oman',\n",
       "  'confirmed': 6043,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 30,\n",
       "  'recovered': 1661,\n",
       "  'active': 4352,\n",
       "  'critical': 31,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 72000,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('1187'),\n",
       "  'total_deaths_per_million': Decimal('6'),\n",
       "  'population': Decimal('5090680')},\n",
       " {'country': 'Armenia',\n",
       "  'confirmed': 5271,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 67,\n",
       "  'recovered': 2419,\n",
       "  'active': 2785,\n",
       "  'critical': 10,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 44071,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('1779'),\n",
       "  'total_deaths_per_million': Decimal('23'),\n",
       "  'population': Decimal('2962634')},\n",
       " {'country': 'Bolivia',\n",
       "  'confirmed': 4919,\n",
       "  'new_cases': 438,\n",
       "  'deaths': 199,\n",
       "  'recovered': 553,\n",
       "  'active': 4167,\n",
       "  'critical': 3,\n",
       "  'new_deaths': 10,\n",
       "  'total_tests': 14803,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('422'),\n",
       "  'total_deaths_per_million': Decimal('17'),\n",
       "  'population': Decimal('11654518')},\n",
       " {'country': 'Luxembourg',\n",
       "  'confirmed': 3971,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 109,\n",
       "  'recovered': 3728,\n",
       "  'active': 134,\n",
       "  'critical': 6,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 64018,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('6356'),\n",
       "  'total_deaths_per_million': Decimal('174'),\n",
       "  'population': Decimal('624780')},\n",
       " {'country': 'Cameroon',\n",
       "  'confirmed': 3733,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 146,\n",
       "  'recovered': 1595,\n",
       "  'active': 1992,\n",
       "  'critical': 28,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('141'),\n",
       "  'total_deaths_per_million': Decimal('6'),\n",
       "  'population': Decimal('26464935')},\n",
       " {'country': 'Iraq',\n",
       "  'confirmed': 3724,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 134,\n",
       "  'recovered': 2438,\n",
       "  'active': 1152,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 149701,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('93'),\n",
       "  'total_deaths_per_million': Decimal('3'),\n",
       "  'population': Decimal('40113204')},\n",
       " {'country': 'Azerbaijan',\n",
       "  'confirmed': 3631,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 43,\n",
       "  'recovered': 2253,\n",
       "  'active': 1335,\n",
       "  'critical': 46,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 245609,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('358'),\n",
       "  'total_deaths_per_million': Decimal('4'),\n",
       "  'population': Decimal('10128787')},\n",
       " {'country': 'Hungary',\n",
       "  'confirmed': 3598,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 470,\n",
       "  'recovered': 1454,\n",
       "  'active': 1674,\n",
       "  'critical': 29,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 142729,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('372'),\n",
       "  'total_deaths_per_million': Decimal('49'),\n",
       "  'population': Decimal('9662990')},\n",
       " {'country': 'Sudan',\n",
       "  'confirmed': 3138,\n",
       "  'new_cases': 410,\n",
       "  'deaths': 121,\n",
       "  'recovered': 309,\n",
       "  'active': 2708,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 10,\n",
       "  'total_tests': 281,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('72'),\n",
       "  'total_deaths_per_million': Decimal('3'),\n",
       "  'population': Decimal('43724769')},\n",
       " {'country': 'Honduras',\n",
       "  'confirmed': 3100,\n",
       "  'new_cases': 145,\n",
       "  'deaths': 151,\n",
       "  'recovered': 355,\n",
       "  'active': 2594,\n",
       "  'critical': 13,\n",
       "  'new_deaths': 4,\n",
       "  'total_tests': 11315,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('314'),\n",
       "  'total_deaths_per_million': Decimal('15'),\n",
       "  'population': Decimal('9886106')},\n",
       " {'country': 'Thailand',\n",
       "  'confirmed': 3034,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 56,\n",
       "  'recovered': 2888,\n",
       "  'active': 90,\n",
       "  'critical': 61,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 328073,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('43'),\n",
       "  'total_deaths_per_million': Decimal('0.8'),\n",
       "  'population': Decimal('69780672')},\n",
       " {'country': 'Uzbekistan',\n",
       "  'confirmed': 2939,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 13,\n",
       "  'recovered': 2372,\n",
       "  'active': 554,\n",
       "  'critical': 6,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 460000,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('88'),\n",
       "  'total_deaths_per_million': Decimal('0.4'),\n",
       "  'population': Decimal('33412612')},\n",
       " {'country': 'Guinea',\n",
       "  'confirmed': 2863,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 18,\n",
       "  'recovered': 1525,\n",
       "  'active': 1320,\n",
       "  'critical': 18,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 10304,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('219'),\n",
       "  'total_deaths_per_million': Decimal('1'),\n",
       "  'population': Decimal('13088713')},\n",
       " {'country': 'Greece',\n",
       "  'confirmed': 2850,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 166,\n",
       "  'recovered': 1374,\n",
       "  'active': 1310,\n",
       "  'critical': 22,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 139445,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('273'),\n",
       "  'total_deaths_per_million': Decimal('16'),\n",
       "  'population': Decimal('10428469')},\n",
       " {'country': 'Senegal',\n",
       "  'confirmed': 2714,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 30,\n",
       "  'recovered': 1186,\n",
       "  'active': 1498,\n",
       "  'critical': 6,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 24599,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('163'),\n",
       "  'total_deaths_per_million': Decimal('2'),\n",
       "  'population': Decimal('16689519')},\n",
       " {'country': 'Bosnia and Herzegovina',\n",
       "  'confirmed': 2338,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 136,\n",
       "  'recovered': 1557,\n",
       "  'active': 645,\n",
       "  'critical': 4,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 55624,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('712'),\n",
       "  'total_deaths_per_million': Decimal('41'),\n",
       "  'population': Decimal('3282976')},\n",
       " {'country': 'Bulgaria',\n",
       "  'confirmed': 2292,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 116,\n",
       "  'recovered': 684,\n",
       "  'active': 1492,\n",
       "  'critical': 33,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 68243,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('330'),\n",
       "  'total_deaths_per_million': Decimal('17'),\n",
       "  'population': Decimal('6953938')},\n",
       " {'country': 'Guatemala',\n",
       "  'confirmed': 2265,\n",
       "  'new_cases': 132,\n",
       "  'deaths': 45,\n",
       "  'recovered': 159,\n",
       "  'active': 2061,\n",
       "  'critical': 5,\n",
       "  'new_deaths': 2,\n",
       "  'total_tests': 20820,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('127'),\n",
       "  'total_deaths_per_million': Decimal('3'),\n",
       "  'population': Decimal('17876171')},\n",
       " {'country': 'Croatia',\n",
       "  'confirmed': 2234,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 96,\n",
       "  'recovered': 1978,\n",
       "  'active': 160,\n",
       "  'critical': 8,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 57021,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('544'),\n",
       "  'total_deaths_per_million': Decimal('23'),\n",
       "  'population': Decimal('4107943')},\n",
       " {'country': 'Ivory Coast',\n",
       "  'confirmed': 2231,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 29,\n",
       "  'recovered': 1083,\n",
       "  'active': 1119,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 19174,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('85'),\n",
       "  'total_deaths_per_million': Decimal('1'),\n",
       "  'population': Decimal('26298323')},\n",
       " {'country': 'Tajikistan',\n",
       "  'confirmed': 2140,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 41,\n",
       "  'recovered': 470,\n",
       "  'active': 1629,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('225'),\n",
       "  'total_deaths_per_million': Decimal('4'),\n",
       "  'population': Decimal('9511704')},\n",
       " {'country': 'Cuba',\n",
       "  'confirmed': 1900,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 79,\n",
       "  'recovered': 1573,\n",
       "  'active': 248,\n",
       "  'critical': 8,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 87288,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('168'),\n",
       "  'total_deaths_per_million': Decimal('7'),\n",
       "  'population': Decimal('11327367')},\n",
       " {'country': 'North Macedonia',\n",
       "  'confirmed': 1858,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 110,\n",
       "  'recovered': 1367,\n",
       "  'active': 381,\n",
       "  'critical': 21,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 22767,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('892'),\n",
       "  'total_deaths_per_million': Decimal('53'),\n",
       "  'population': Decimal('2083383')},\n",
       " {'country': 'Djibouti',\n",
       "  'confirmed': 1828,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 9,\n",
       "  'recovered': 1052,\n",
       "  'active': 767,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 20056,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('1853'),\n",
       "  'total_deaths_per_million': Decimal('9'),\n",
       "  'population': Decimal('986323')},\n",
       " {'country': 'Iceland',\n",
       "  'confirmed': 1803,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 10,\n",
       "  'recovered': 1789,\n",
       "  'active': 4,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 57628,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('5287'),\n",
       "  'total_deaths_per_million': Decimal('29'),\n",
       "  'population': Decimal('340994')},\n",
       " {'country': 'Estonia',\n",
       "  'confirmed': 1794,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 64,\n",
       "  'recovered': 956,\n",
       "  'active': 774,\n",
       "  'critical': 2,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 72464,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('1352'),\n",
       "  'total_deaths_per_million': Decimal('48'),\n",
       "  'population': Decimal('1326438')},\n",
       " {'country': 'DRC',\n",
       "  'confirmed': 1731,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 61,\n",
       "  'recovered': 302,\n",
       "  'active': 1368,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('19'),\n",
       "  'total_deaths_per_million': Decimal('0.7'),\n",
       "  'population': Decimal('89219290')},\n",
       " {'country': 'Lithuania',\n",
       "  'confirmed': 1577,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 60,\n",
       "  'recovered': 1049,\n",
       "  'active': 468,\n",
       "  'critical': 17,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 245580,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('578'),\n",
       "  'total_deaths_per_million': Decimal('22'),\n",
       "  'population': Decimal('2726154')},\n",
       " {'country': 'Somalia',\n",
       "  'confirmed': 1573,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 61,\n",
       "  'recovered': 188,\n",
       "  'active': 1324,\n",
       "  'critical': 2,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('99'),\n",
       "  'total_deaths_per_million': Decimal('4'),\n",
       "  'population': Decimal('15838153')},\n",
       " {'country': 'El Salvador',\n",
       "  'confirmed': 1571,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 32,\n",
       "  'recovered': 537,\n",
       "  'active': 1002,\n",
       "  'critical': 27,\n",
       "  'new_deaths': 1,\n",
       "  'total_tests': 62838,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('242'),\n",
       "  'total_deaths_per_million': Decimal('5'),\n",
       "  'population': Decimal('6482554')},\n",
       " {'country': 'Gabon',\n",
       "  'confirmed': 1567,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 12,\n",
       "  'recovered': 365,\n",
       "  'active': 1190,\n",
       "  'critical': 9,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 7966,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('706'),\n",
       "  'total_deaths_per_million': Decimal('5'),\n",
       "  'population': Decimal('2219341')},\n",
       " {'country': 'New Zealand',\n",
       "  'confirmed': 1503,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 21,\n",
       "  'recovered': 1452,\n",
       "  'active': 30,\n",
       "  'critical': 1,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 244838,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('312'),\n",
       "  'total_deaths_per_million': Decimal('4'),\n",
       "  'population': Decimal('4817799')},\n",
       " {'country': 'Slovakia',\n",
       "  'confirmed': 1496,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 28,\n",
       "  'recovered': 1231,\n",
       "  'active': 237,\n",
       "  'critical': 3,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 148845,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('274'),\n",
       "  'total_deaths_per_million': Decimal('5'),\n",
       "  'population': Decimal('5459353')},\n",
       " {'country': 'Mayotte',\n",
       "  'confirmed': 1475,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 19,\n",
       "  'recovered': 894,\n",
       "  'active': 562,\n",
       "  'critical': 11,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 5200,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('5423'),\n",
       "  'total_deaths_per_million': Decimal('70'),\n",
       "  'population': Decimal('272012')},\n",
       " {'country': 'Slovenia',\n",
       "  'confirmed': 1468,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 105,\n",
       "  'recovered': 1340,\n",
       "  'active': 23,\n",
       "  'critical': 4,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 73319,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('706'),\n",
       "  'total_deaths_per_million': Decimal('51'),\n",
       "  'population': Decimal('2078907')},\n",
       " {'country': 'Kyrgyzstan',\n",
       "  'confirmed': 1270,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 14,\n",
       "  'recovered': 910,\n",
       "  'active': 346,\n",
       "  'critical': 5,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 94441,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('195'),\n",
       "  'total_deaths_per_million': Decimal('2'),\n",
       "  'population': Decimal('6511518')},\n",
       " {'country': 'Maldives',\n",
       "  'confirmed': 1186,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 4,\n",
       "  'recovered': 91,\n",
       "  'active': 1091,\n",
       "  'critical': 9,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 11775,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('2199'),\n",
       "  'total_deaths_per_million': Decimal('7'),\n",
       "  'population': Decimal('539417')},\n",
       " {'country': 'Guinea-Bissau',\n",
       "  'confirmed': 1089,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 6,\n",
       "  'recovered': 42,\n",
       "  'active': 1041,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 1500,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('555'),\n",
       "  'total_deaths_per_million': Decimal('3'),\n",
       "  'population': Decimal('1962338')},\n",
       " {'country': 'Hong Kong',\n",
       "  'confirmed': 1056,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 4,\n",
       "  'recovered': 1026,\n",
       "  'active': 26,\n",
       "  'critical': 1,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 168291,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('141'),\n",
       "  'total_deaths_per_million': Decimal('0.5'),\n",
       "  'population': Decimal('7490095')},\n",
       " {'country': 'Tunisia',\n",
       "  'confirmed': 1045,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 47,\n",
       "  'recovered': 862,\n",
       "  'active': 136,\n",
       "  'critical': 3,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 43723,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('89'),\n",
       "  'total_deaths_per_million': Decimal('4'),\n",
       "  'population': Decimal('11804462')},\n",
       " {'country': 'Kenya',\n",
       "  'confirmed': 1029,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 50,\n",
       "  'recovered': 366,\n",
       "  'active': 613,\n",
       "  'critical': 1,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 49405,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('19'),\n",
       "  'total_deaths_per_million': Decimal('0.9'),\n",
       "  'population': Decimal('53628156')},\n",
       " {'country': 'Sri Lanka',\n",
       "  'confirmed': 1028,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 9,\n",
       "  'recovered': 584,\n",
       "  'active': 435,\n",
       "  'critical': 1,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 47521,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('48'),\n",
       "  'total_deaths_per_million': Decimal('0.4'),\n",
       "  'population': Decimal('21403273')},\n",
       " {'country': 'Latvia',\n",
       "  'confirmed': 1016,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 21,\n",
       "  'recovered': 694,\n",
       "  'active': 301,\n",
       "  'critical': 3,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 92751,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('538'),\n",
       "  'total_deaths_per_million': Decimal('11'),\n",
       "  'population': Decimal('1888351')},\n",
       " {'country': 'Albania',\n",
       "  'confirmed': 964,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 31,\n",
       "  'recovered': 758,\n",
       "  'active': 175,\n",
       "  'critical': 1,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 12555,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('335'),\n",
       "  'total_deaths_per_million': Decimal('11'),\n",
       "  'population': Decimal('2878137')},\n",
       " {'country': 'Lebanon',\n",
       "  'confirmed': 961,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 26,\n",
       "  'recovered': 251,\n",
       "  'active': 684,\n",
       "  'critical': 4,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 65363,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('141'),\n",
       "  'total_deaths_per_million': Decimal('4'),\n",
       "  'population': Decimal('6828703')},\n",
       " {'country': 'Mali',\n",
       "  'confirmed': 931,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 55,\n",
       "  'recovered': 543,\n",
       "  'active': 333,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 3483,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('46'),\n",
       "  'total_deaths_per_million': Decimal('3'),\n",
       "  'population': Decimal('20178087')},\n",
       " {'country': 'Cyprus',\n",
       "  'confirmed': 922,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 17,\n",
       "  'recovered': 516,\n",
       "  'active': 389,\n",
       "  'critical': 10,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 90718,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('764'),\n",
       "  'total_deaths_per_million': Decimal('14'),\n",
       "  'population': Decimal('1206368')},\n",
       " {'country': 'Niger',\n",
       "  'confirmed': 920,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 58,\n",
       "  'recovered': 738,\n",
       "  'active': 124,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 5909,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('38'),\n",
       "  'total_deaths_per_million': Decimal('2'),\n",
       "  'population': Decimal('24093552')},\n",
       " {'country': 'Costa Rica',\n",
       "  'confirmed': 897,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 10,\n",
       "  'recovered': 582,\n",
       "  'active': 305,\n",
       "  'critical': 5,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 21299,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('176'),\n",
       "  'total_deaths_per_million': Decimal('2'),\n",
       "  'population': Decimal('5088826')},\n",
       " {'country': 'Equatorial Guinea',\n",
       "  'confirmed': 890,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 7,\n",
       "  'recovered': 22,\n",
       "  'active': 861,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 854,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('637'),\n",
       "  'total_deaths_per_million': Decimal('5'),\n",
       "  'population': Decimal('1397127')},\n",
       " {'country': 'Paraguay',\n",
       "  'confirmed': 833,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 11,\n",
       "  'recovered': 242,\n",
       "  'active': 580,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 21542,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('117'),\n",
       "  'total_deaths_per_million': Decimal('2'),\n",
       "  'population': Decimal('7122422')},\n",
       " {'country': 'Zambia',\n",
       "  'confirmed': 832,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 7,\n",
       "  'recovered': 197,\n",
       "  'active': 628,\n",
       "  'critical': 1,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 19014,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('45'),\n",
       "  'total_deaths_per_million': Decimal('0.4'),\n",
       "  'population': Decimal('18319980')},\n",
       " {'country': 'Venezuela',\n",
       "  'confirmed': 824,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 10,\n",
       "  'recovered': 262,\n",
       "  'active': 552,\n",
       "  'critical': 1,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 616562,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('29'),\n",
       "  'total_deaths_per_million': Decimal('0.4'),\n",
       "  'population': Decimal('28444595')},\n",
       " {'country': 'Burkina Faso',\n",
       "  'confirmed': 809,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 52,\n",
       "  'recovered': 661,\n",
       "  'active': 96,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('39'),\n",
       "  'total_deaths_per_million': Decimal('2'),\n",
       "  'population': Decimal('20832244')},\n",
       " {'country': 'Andorra',\n",
       "  'confirmed': 762,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 51,\n",
       "  'recovered': 639,\n",
       "  'active': 72,\n",
       "  'critical': 3,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 3750,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('9864'),\n",
       "  'total_deaths_per_million': Decimal('660'),\n",
       "  'population': Decimal('77251')},\n",
       " {'country': 'Uruguay',\n",
       "  'confirmed': 746,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 20,\n",
       "  'recovered': 588,\n",
       "  'active': 138,\n",
       "  'critical': 4,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 35630,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('215'),\n",
       "  'total_deaths_per_million': Decimal('6'),\n",
       "  'population': Decimal('3472397')},\n",
       " {'country': 'Georgia',\n",
       "  'confirmed': 713,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 12,\n",
       "  'recovered': 475,\n",
       "  'active': 226,\n",
       "  'critical': 6,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 40711,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('179'),\n",
       "  'total_deaths_per_million': Decimal('3'),\n",
       "  'population': Decimal('3989993')},\n",
       " {'country': 'Diamond Princess',\n",
       "  'confirmed': 712,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 13,\n",
       "  'recovered': 651,\n",
       "  'active': 48,\n",
       "  'critical': 4,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('0'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('0')},\n",
       " {'country': 'Jordan',\n",
       "  'confirmed': 672,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 9,\n",
       "  'recovered': 446,\n",
       "  'active': 217,\n",
       "  'critical': 5,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 148482,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('66'),\n",
       "  'total_deaths_per_million': Decimal('0.9'),\n",
       "  'population': Decimal('10191568')},\n",
       " {'country': 'San Marino',\n",
       "  'confirmed': 656,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 41,\n",
       "  'recovered': 220,\n",
       "  'active': 395,\n",
       "  'critical': 1,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 3700,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('19338'),\n",
       "  'total_deaths_per_million': Decimal('1209'),\n",
       "  'population': Decimal('33923')},\n",
       " {'country': 'Haiti',\n",
       "  'confirmed': 596,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 22,\n",
       "  'recovered': 21,\n",
       "  'active': 553,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 2270,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('52'),\n",
       "  'total_deaths_per_million': Decimal('2'),\n",
       "  'population': Decimal('11386485')},\n",
       " {'country': 'Malta',\n",
       "  'confirmed': 584,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 6,\n",
       "  'recovered': 465,\n",
       "  'active': 113,\n",
       "  'critical': 1,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 54866,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('1323'),\n",
       "  'total_deaths_per_million': Decimal('14'),\n",
       "  'population': Decimal('441413')},\n",
       " {'country': 'Sierra Leone',\n",
       "  'confirmed': 570,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 34,\n",
       "  'recovered': 205,\n",
       "  'active': 331,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('72'),\n",
       "  'total_deaths_per_million': Decimal('4'),\n",
       "  'population': Decimal('7957533')},\n",
       " {'country': 'Chad',\n",
       "  'confirmed': 565,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 57,\n",
       "  'recovered': 177,\n",
       "  'active': 331,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('35'),\n",
       "  'total_deaths_per_million': Decimal('3'),\n",
       "  'population': Decimal('16367109')},\n",
       " {'country': 'Channel Islands',\n",
       "  'confirmed': 558,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 45,\n",
       "  'recovered': 492,\n",
       "  'active': 21,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 5342,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('3213'),\n",
       "  'total_deaths_per_million': Decimal('259'),\n",
       "  'population': Decimal('173681')},\n",
       " {'country': 'Jamaica',\n",
       "  'confirmed': 529,\n",
       "  'new_cases': 9,\n",
       "  'deaths': 9,\n",
       "  'recovered': 171,\n",
       "  'active': 349,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 9021,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('179'),\n",
       "  'total_deaths_per_million': Decimal('3'),\n",
       "  'population': Decimal('2959730')},\n",
       " {'country': 'Tanzania',\n",
       "  'confirmed': 509,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 21,\n",
       "  'recovered': 183,\n",
       "  'active': 305,\n",
       "  'critical': 7,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('9'),\n",
       "  'total_deaths_per_million': Decimal('0.4'),\n",
       "  'population': Decimal('59522334')},\n",
       " {'country': 'Réunion',\n",
       "  'confirmed': 447,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 1,\n",
       "  'recovered': 411,\n",
       "  'active': 35,\n",
       "  'critical': 2,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 17200,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('500'),\n",
       "  'total_deaths_per_million': Decimal('1'),\n",
       "  'population': Decimal('894592')},\n",
       " {'country': 'Nepal',\n",
       "  'confirmed': 444,\n",
       "  'new_cases': 17,\n",
       "  'deaths': 2,\n",
       "  'recovered': 45,\n",
       "  'active': 397,\n",
       "  'critical': 1,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 110583,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('15'),\n",
       "  'total_deaths_per_million': Decimal('0.07'),\n",
       "  'population': Decimal('29074659')},\n",
       " {'country': 'Taiwan',\n",
       "  'confirmed': 440,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 7,\n",
       "  'recovered': 402,\n",
       "  'active': 31,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 69876,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('18'),\n",
       "  'total_deaths_per_million': Decimal('0.3'),\n",
       "  'population': Decimal('23812039')},\n",
       " {'country': 'Congo',\n",
       "  'confirmed': 420,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 15,\n",
       "  'recovered': 132,\n",
       "  'active': 273,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('76'),\n",
       "  'total_deaths_per_million': Decimal('3'),\n",
       "  'population': Decimal('5501474')},\n",
       " {'country': 'CAR',\n",
       "  'confirmed': 418,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 18,\n",
       "  'active': 400,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 10837,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('87'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('4819836')},\n",
       " {'country': 'Palestine',\n",
       "  'confirmed': 398,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 2,\n",
       "  'recovered': 346,\n",
       "  'active': 50,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 44876,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('78'),\n",
       "  'total_deaths_per_million': Decimal('0.4'),\n",
       "  'population': Decimal('5087001')},\n",
       " {'country': 'Ethiopia',\n",
       "  'confirmed': 389,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 5,\n",
       "  'recovered': 122,\n",
       "  'active': 262,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 65760,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('3'),\n",
       "  'total_deaths_per_million': Decimal('0.04'),\n",
       "  'population': Decimal('114615025')},\n",
       " {'country': 'Madagascar',\n",
       "  'confirmed': 371,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 2,\n",
       "  'recovered': 131,\n",
       "  'active': 238,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 5670,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('13'),\n",
       "  'total_deaths_per_million': Decimal('0.07'),\n",
       "  'population': Decimal('27603501')},\n",
       " {'country': 'Cabo Verde',\n",
       "  'confirmed': 349,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 3,\n",
       "  'recovered': 85,\n",
       "  'active': 261,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 892,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('628'),\n",
       "  'total_deaths_per_million': Decimal('5'),\n",
       "  'population': Decimal('555294')},\n",
       " {'country': 'Togo',\n",
       "  'confirmed': 340,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 12,\n",
       "  'recovered': 110,\n",
       "  'active': 218,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 14196,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('41'),\n",
       "  'total_deaths_per_million': Decimal('1'),\n",
       "  'population': Decimal('8255121')},\n",
       " {'country': 'Isle of Man',\n",
       "  'confirmed': 336,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 24,\n",
       "  'recovered': 302,\n",
       "  'active': 10,\n",
       "  'critical': 4,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 4262,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('3954'),\n",
       "  'total_deaths_per_million': Decimal('282'),\n",
       "  'population': Decimal('84983')},\n",
       " {'country': 'Mauritius',\n",
       "  'confirmed': 332,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 10,\n",
       "  'recovered': 322,\n",
       "  'active': 0,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 95666,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('261'),\n",
       "  'total_deaths_per_million': Decimal('8'),\n",
       "  'population': Decimal('1271536')},\n",
       " {'country': 'Montenegro',\n",
       "  'confirmed': 324,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 9,\n",
       "  'recovered': 312,\n",
       "  'active': 3,\n",
       "  'critical': 2,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 10167,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('516'),\n",
       "  'total_deaths_per_million': Decimal('14'),\n",
       "  'population': Decimal('628057')},\n",
       " {'country': 'Vietnam',\n",
       "  'confirmed': 324,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 264,\n",
       "  'active': 60,\n",
       "  'critical': 2,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 275000,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('3'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('97239013')},\n",
       " {'country': 'Rwanda',\n",
       "  'confirmed': 314,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 216,\n",
       "  'active': 98,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 53317,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('24'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('12912915')},\n",
       " {'country': 'South Sudan',\n",
       "  'confirmed': 290,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 4,\n",
       "  'recovered': 4,\n",
       "  'active': 282,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 3356,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('26'),\n",
       "  'total_deaths_per_million': Decimal('0.4'),\n",
       "  'population': Decimal('11178612')},\n",
       " {'country': 'Uganda',\n",
       "  'confirmed': 264,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 65,\n",
       "  'active': 199,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 77456,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('6'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('45558511')},\n",
       " {'country': 'Nicaragua',\n",
       "  'confirmed': 254,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 17,\n",
       "  'recovered': 199,\n",
       "  'active': 38,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('38'),\n",
       "  'total_deaths_per_million': Decimal('3'),\n",
       "  'population': Decimal('6615470')},\n",
       " {'country': 'Sao Tome and Principe',\n",
       "  'confirmed': 251,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 8,\n",
       "  'recovered': 4,\n",
       "  'active': 239,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 175,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('1148'),\n",
       "  'total_deaths_per_million': Decimal('37'),\n",
       "  'population': Decimal('218675')},\n",
       " {'country': 'Liberia',\n",
       "  'confirmed': 238,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 23,\n",
       "  'recovered': 128,\n",
       "  'active': 87,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('47'),\n",
       "  'total_deaths_per_million': Decimal('5'),\n",
       "  'population': Decimal('5043216')},\n",
       " {'country': 'French Guiana',\n",
       "  'confirmed': 237,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 1,\n",
       "  'recovered': 136,\n",
       "  'active': 100,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('796'),\n",
       "  'total_deaths_per_million': Decimal('3'),\n",
       "  'population': Decimal('297729')},\n",
       " {'country': 'Eswatini',\n",
       "  'confirmed': 217,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 2,\n",
       "  'recovered': 97,\n",
       "  'active': 118,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 4160,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('187'),\n",
       "  'total_deaths_per_million': Decimal('2'),\n",
       "  'population': Decimal('1158790')},\n",
       " {'country': 'Myanmar',\n",
       "  'confirmed': 199,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 6,\n",
       "  'recovered': 108,\n",
       "  'active': 85,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 15838,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('4'),\n",
       "  'total_deaths_per_million': Decimal('0.1'),\n",
       "  'population': Decimal('54368782')},\n",
       " {'country': 'Martinique',\n",
       "  'confirmed': 192,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 14,\n",
       "  'recovered': 91,\n",
       "  'active': 87,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('512'),\n",
       "  'total_deaths_per_million': Decimal('37'),\n",
       "  'population': Decimal('375297')},\n",
       " {'country': 'Faeroe Islands',\n",
       "  'confirmed': 187,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 187,\n",
       "  'active': 0,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 8986,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('3829'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('48842')},\n",
       " {'country': 'Yemen',\n",
       "  'confirmed': 184,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 30,\n",
       "  'recovered': 5,\n",
       "  'active': 149,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 120,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('6'),\n",
       "  'total_deaths_per_million': Decimal('1'),\n",
       "  'population': Decimal('29746579')},\n",
       " {'country': 'Mozambique',\n",
       "  'confirmed': 156,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 48,\n",
       "  'active': 108,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 6769,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('5'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('31146622')},\n",
       " {'country': 'Guadeloupe',\n",
       "  'confirmed': 155,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 13,\n",
       "  'recovered': 109,\n",
       "  'active': 33,\n",
       "  'critical': 3,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 2866,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('387'),\n",
       "  'total_deaths_per_million': Decimal('32'),\n",
       "  'population': Decimal('400117')},\n",
       " {'country': 'Gibraltar',\n",
       "  'confirmed': 149,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 145,\n",
       "  'active': 4,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 5615,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('4422'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('33692')},\n",
       " {'country': 'Mauritania',\n",
       "  'confirmed': 141,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 4,\n",
       "  'recovered': 7,\n",
       "  'active': 130,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 2583,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('30'),\n",
       "  'total_deaths_per_million': Decimal('0.9'),\n",
       "  'population': Decimal('4634593')},\n",
       " {'country': 'Brunei',\n",
       "  'confirmed': 141,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 1,\n",
       "  'recovered': 136,\n",
       "  'active': 4,\n",
       "  'critical': 2,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 17718,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('323'),\n",
       "  'total_deaths_per_million': Decimal('2'),\n",
       "  'population': Decimal('437001')},\n",
       " {'country': 'Mongolia',\n",
       "  'confirmed': 140,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 26,\n",
       "  'active': 114,\n",
       "  'critical': 27,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 11750,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('43'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('3272084')},\n",
       " {'country': 'Benin',\n",
       "  'confirmed': 130,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 2,\n",
       "  'recovered': 57,\n",
       "  'active': 71,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 26431,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('11'),\n",
       "  'total_deaths_per_million': Decimal('0.2'),\n",
       "  'population': Decimal('12084074')},\n",
       " {'country': 'Guyana',\n",
       "  'confirmed': 125,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 10,\n",
       "  'recovered': 47,\n",
       "  'active': 68,\n",
       "  'critical': 3,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 1295,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('159'),\n",
       "  'total_deaths_per_million': Decimal('13'),\n",
       "  'population': Decimal('786129')},\n",
       " {'country': 'Bermuda',\n",
       "  'confirmed': 125,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 9,\n",
       "  'recovered': 80,\n",
       "  'active': 36,\n",
       "  'critical': 2,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 5719,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('2006'),\n",
       "  'total_deaths_per_million': Decimal('144'),\n",
       "  'population': Decimal('62303')},\n",
       " {'country': 'Cambodia',\n",
       "  'confirmed': 122,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 122,\n",
       "  'active': 0,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 15572,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('7'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('16692053')},\n",
       " {'country': 'Trinidad and Tobago',\n",
       "  'confirmed': 116,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 8,\n",
       "  'recovered': 107,\n",
       "  'active': 1,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 2785,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('83'),\n",
       "  'total_deaths_per_million': Decimal('6'),\n",
       "  'population': Decimal('1398987')},\n",
       " {'country': 'Cayman Islands',\n",
       "  'confirmed': 111,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 1,\n",
       "  'recovered': 55,\n",
       "  'active': 55,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 7576,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('1691'),\n",
       "  'total_deaths_per_million': Decimal('15'),\n",
       "  'population': Decimal('65633')},\n",
       " {'country': 'Aruba',\n",
       "  'confirmed': 101,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 3,\n",
       "  'recovered': 95,\n",
       "  'active': 3,\n",
       "  'critical': 4,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 2048,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('946'),\n",
       "  'total_deaths_per_million': Decimal('28'),\n",
       "  'population': Decimal('106716')},\n",
       " {'country': 'Bahamas',\n",
       "  'confirmed': 97,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 11,\n",
       "  'recovered': 43,\n",
       "  'active': 43,\n",
       "  'critical': 1,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 1826,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('247'),\n",
       "  'total_deaths_per_million': Decimal('28'),\n",
       "  'population': Decimal('392816')},\n",
       " {'country': 'Monaco',\n",
       "  'confirmed': 97,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 4,\n",
       "  'recovered': 90,\n",
       "  'active': 3,\n",
       "  'critical': 1,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('2474'),\n",
       "  'total_deaths_per_million': Decimal('102'),\n",
       "  'population': Decimal('39211')},\n",
       " {'country': 'Barbados',\n",
       "  'confirmed': 90,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 7,\n",
       "  'recovered': 70,\n",
       "  'active': 13,\n",
       "  'critical': 4,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 4322,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('313'),\n",
       "  'total_deaths_per_million': Decimal('24'),\n",
       "  'population': Decimal('287336')},\n",
       " {'country': 'Liechtenstein',\n",
       "  'confirmed': 82,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 1,\n",
       "  'recovered': 55,\n",
       "  'active': 26,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 900,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('2151'),\n",
       "  'total_deaths_per_million': Decimal('26'),\n",
       "  'population': Decimal('38116')},\n",
       " {'country': 'Sint Maarten',\n",
       "  'confirmed': 77,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 15,\n",
       "  'recovered': 54,\n",
       "  'active': 8,\n",
       "  'critical': 7,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 425,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('1798'),\n",
       "  'total_deaths_per_million': Decimal('350'),\n",
       "  'population': Decimal('42820')},\n",
       " {'country': 'Malawi',\n",
       "  'confirmed': 71,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 3,\n",
       "  'recovered': 27,\n",
       "  'active': 41,\n",
       "  'critical': 1,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 1803,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('4'),\n",
       "  'total_deaths_per_million': Decimal('0.2'),\n",
       "  'population': Decimal('19069143')},\n",
       " {'country': 'Libya',\n",
       "  'confirmed': 69,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 3,\n",
       "  'recovered': 35,\n",
       "  'active': 31,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 3633,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('10'),\n",
       "  'total_deaths_per_million': Decimal('0.4'),\n",
       "  'population': Decimal('6860437')},\n",
       " {'country': 'French Polynesia',\n",
       "  'confirmed': 60,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 60,\n",
       "  'active': 0,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 3686,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('214'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('280726')},\n",
       " {'country': 'Syria',\n",
       "  'confirmed': 58,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 3,\n",
       "  'recovered': 36,\n",
       "  'active': 19,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('3'),\n",
       "  'total_deaths_per_million': Decimal('0.2'),\n",
       "  'population': Decimal('17448736')},\n",
       " {'country': 'Angola',\n",
       "  'confirmed': 52,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 3,\n",
       "  'recovered': 17,\n",
       "  'active': 32,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 6136,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('2'),\n",
       "  'total_deaths_per_million': Decimal('0.09'),\n",
       "  'population': Decimal('32737396')},\n",
       " {'country': 'Zimbabwe',\n",
       "  'confirmed': 48,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 4,\n",
       "  'recovered': 18,\n",
       "  'active': 26,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 28019,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('3'),\n",
       "  'total_deaths_per_million': Decimal('0.3'),\n",
       "  'population': Decimal('14837674')},\n",
       " {'country': 'Macao',\n",
       "  'confirmed': 45,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 45,\n",
       "  'active': 0,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('69'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('648306')},\n",
       " {'country': 'Burundi',\n",
       "  'confirmed': 42,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 1,\n",
       "  'recovered': 20,\n",
       "  'active': 21,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 284,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('4'),\n",
       "  'total_deaths_per_million': Decimal('0.08'),\n",
       "  'population': Decimal('11846415')},\n",
       " {'country': 'Saint Martin',\n",
       "  'confirmed': 40,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 3,\n",
       "  'recovered': 33,\n",
       "  'active': 4,\n",
       "  'critical': 1,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('1037'),\n",
       "  'total_deaths_per_million': Decimal('78'),\n",
       "  'population': Decimal('38588')},\n",
       " {'country': 'Eritrea',\n",
       "  'confirmed': 39,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 39,\n",
       "  'active': 0,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('11'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('3540712')},\n",
       " {'country': 'Comoros',\n",
       "  'confirmed': 34,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 1,\n",
       "  'recovered': 8,\n",
       "  'active': 25,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('39'),\n",
       "  'total_deaths_per_million': Decimal('1'),\n",
       "  'population': Decimal('867370')},\n",
       " {'country': 'Antigua and Barbuda',\n",
       "  'confirmed': 25,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 3,\n",
       "  'recovered': 19,\n",
       "  'active': 3,\n",
       "  'critical': 1,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 183,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('256'),\n",
       "  'total_deaths_per_million': Decimal('31'),\n",
       "  'population': Decimal('97837')},\n",
       " {'country': 'Botswana',\n",
       "  'confirmed': 25,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 1,\n",
       "  'recovered': 17,\n",
       "  'active': 7,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 14283,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('11'),\n",
       "  'total_deaths_per_million': Decimal('0.4'),\n",
       "  'population': Decimal('2345938')},\n",
       " {'country': 'Gambia',\n",
       "  'confirmed': 24,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 1,\n",
       "  'recovered': 13,\n",
       "  'active': 10,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 1476,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('10'),\n",
       "  'total_deaths_per_million': Decimal('0.4'),\n",
       "  'population': Decimal('2408228')},\n",
       " {'country': 'Timor-Leste',\n",
       "  'confirmed': 24,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 24,\n",
       "  'active': 0,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 738,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('18'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('1315452')},\n",
       " {'country': 'Grenada',\n",
       "  'confirmed': 22,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 17,\n",
       "  'active': 5,\n",
       "  'critical': 4,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 3007,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('196'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('112465')},\n",
       " {'country': 'Bhutan',\n",
       "  'confirmed': 21,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 5,\n",
       "  'active': 16,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 14294,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('27'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('770633')},\n",
       " {'country': 'Laos',\n",
       "  'confirmed': 19,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 14,\n",
       "  'active': 5,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 4743,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('3'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('7263242')},\n",
       " {'country': 'Belize',\n",
       "  'confirmed': 18,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 2,\n",
       "  'recovered': 16,\n",
       "  'active': 0,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 1363,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('45'),\n",
       "  'total_deaths_per_million': Decimal('5'),\n",
       "  'population': Decimal('396771')},\n",
       " {'country': 'Fiji',\n",
       "  'confirmed': 18,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 15,\n",
       "  'active': 3,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 1300,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('20'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('895713')},\n",
       " {'country': 'New Caledonia',\n",
       "  'confirmed': 18,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 18,\n",
       "  'active': 0,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 5454,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('63'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('285185')},\n",
       " {'country': 'Saint Lucia',\n",
       "  'confirmed': 18,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 18,\n",
       "  'active': 0,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 786,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('98'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('183534')},\n",
       " {'country': 'St. Vincent Grenadines',\n",
       "  'confirmed': 18,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 14,\n",
       "  'active': 4,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 175,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('162'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('110901')},\n",
       " {'country': 'Curaçao',\n",
       "  'confirmed': 16,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 1,\n",
       "  'recovered': 14,\n",
       "  'active': 1,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 485,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('98'),\n",
       "  'total_deaths_per_million': Decimal('6'),\n",
       "  'population': Decimal('164018')},\n",
       " {'country': 'Dominica',\n",
       "  'confirmed': 16,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 16,\n",
       "  'active': 0,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 433,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('222'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('71966')},\n",
       " {'country': 'Namibia',\n",
       "  'confirmed': 16,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 14,\n",
       "  'active': 2,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 2586,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('6'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('2535445')},\n",
       " {'country': 'Saint Kitts and Nevis',\n",
       "  'confirmed': 15,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 15,\n",
       "  'active': 0,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 391,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('282'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('53157')},\n",
       " {'country': 'Falkland Islands',\n",
       "  'confirmed': 13,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 13,\n",
       "  'active': 0,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 426,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('3750'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('3467')},\n",
       " {'country': 'Turks and Caicos',\n",
       "  'confirmed': 12,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 1,\n",
       "  'recovered': 10,\n",
       "  'active': 1,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 109,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('310'),\n",
       "  'total_deaths_per_million': Decimal('26'),\n",
       "  'population': Decimal('38656')},\n",
       " {'country': 'Vatican City',\n",
       "  'confirmed': 12,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 2,\n",
       "  'active': 10,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('14981'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('801')},\n",
       " {'country': 'Montserrat',\n",
       "  'confirmed': 11,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 1,\n",
       "  'recovered': 10,\n",
       "  'active': 0,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 36,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('2204'),\n",
       "  'total_deaths_per_million': Decimal('200'),\n",
       "  'population': Decimal('4992')},\n",
       " {'country': 'Suriname',\n",
       "  'confirmed': 11,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 1,\n",
       "  'recovered': 9,\n",
       "  'active': 1,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 404,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('19'),\n",
       "  'total_deaths_per_million': Decimal('2'),\n",
       "  'population': Decimal('586035')},\n",
       " {'country': 'Greenland',\n",
       "  'confirmed': 11,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 11,\n",
       "  'active': 0,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 1767,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('194'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('56759')},\n",
       " {'country': 'Seychelles',\n",
       "  'confirmed': 11,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 11,\n",
       "  'active': 0,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('112'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('98279')},\n",
       " {'country': 'MS Zaandam',\n",
       "  'confirmed': 9,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 2,\n",
       "  'recovered': 0,\n",
       "  'active': 7,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('0'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('0')},\n",
       " {'country': 'British Virgin Islands',\n",
       "  'confirmed': 8,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 1,\n",
       "  'recovered': 6,\n",
       "  'active': 1,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 167,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('265'),\n",
       "  'total_deaths_per_million': Decimal('33'),\n",
       "  'population': Decimal('30208')},\n",
       " {'country': 'Papua New Guinea',\n",
       "  'confirmed': 8,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 8,\n",
       "  'active': 0,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 2402,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('0.9'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('8926835')},\n",
       " {'country': 'Caribbean Netherlands',\n",
       "  'confirmed': 6,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 6,\n",
       "  'active': 0,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 357,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('229'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('26195')},\n",
       " {'country': 'St. Barth',\n",
       "  'confirmed': 6,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 6,\n",
       "  'active': 0,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('608'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('9874')},\n",
       " {'country': 'Western Sahara',\n",
       "  'confirmed': 6,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 6,\n",
       "  'active': 0,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('10'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('595543')},\n",
       " {'country': 'Anguilla',\n",
       "  'confirmed': 3,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 3,\n",
       "  'active': 0,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('200'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('14988')},\n",
       " {'country': 'Lesotho',\n",
       "  'confirmed': 1,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 0,\n",
       "  'active': 1,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('0.5'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('2140328')},\n",
       " {'country': 'Saint Pierre Miquelon',\n",
       "  'confirmed': 1,\n",
       "  'new_cases': 0,\n",
       "  'deaths': 0,\n",
       "  'recovered': 1,\n",
       "  'active': 0,\n",
       "  'critical': 0,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('173'),\n",
       "  'total_deaths_per_million': Decimal('0'),\n",
       "  'population': Decimal('5797')},\n",
       " {'country': 'China',\n",
       "  'confirmed': 82967,\n",
       "  'new_cases': 2,\n",
       "  'deaths': 4634,\n",
       "  'recovered': 78249,\n",
       "  'active': 84,\n",
       "  'critical': 8,\n",
       "  'new_deaths': 0,\n",
       "  'total_tests': 0,\n",
       "  'total_tests_per_million': Decimal('0'),\n",
       "  'total_cases_per_million': Decimal('58'),\n",
       "  'total_deaths_per_million': Decimal('3'),\n",
       "  'population': Decimal('1439323776')}]"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "covid1.get_data()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'country': 'China',\n",
       " 'confirmed': 82967,\n",
       " 'new_cases': 2,\n",
       " 'deaths': 4634,\n",
       " 'recovered': 78249,\n",
       " 'active': 84,\n",
       " 'critical': 8,\n",
       " 'new_deaths': 0,\n",
       " 'total_tests': 0,\n",
       " 'total_tests_per_million': Decimal('0'),\n",
       " 'total_cases_per_million': Decimal('58'),\n",
       " 'total_deaths_per_million': Decimal('3'),\n",
       " 'population': Decimal('1439323776')}"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "covid1.get_status_by_country_name(\"china\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['north america',\n",
       " 'europe',\n",
       " 'south america',\n",
       " 'asia',\n",
       " 'africa',\n",
       " 'oceania',\n",
       " '',\n",
       " 'world',\n",
       " 'usa',\n",
       " 'russia',\n",
       " 'brazil',\n",
       " 'spain',\n",
       " 'uk',\n",
       " 'italy',\n",
       " 'france',\n",
       " 'germany',\n",
       " 'turkey',\n",
       " 'iran',\n",
       " 'india',\n",
       " 'peru',\n",
       " 'canada',\n",
       " 'saudi arabia',\n",
       " 'mexico',\n",
       " 'belgium',\n",
       " 'chile',\n",
       " 'pakistan',\n",
       " 'netherlands',\n",
       " 'qatar',\n",
       " 'ecuador',\n",
       " 'belarus',\n",
       " 'sweden',\n",
       " 'switzerland',\n",
       " 'portugal',\n",
       " 'singapore',\n",
       " 'bangladesh',\n",
       " 'uae',\n",
       " 'ireland',\n",
       " 'poland',\n",
       " 'ukraine',\n",
       " 'indonesia',\n",
       " 'south africa',\n",
       " 'colombia',\n",
       " 'kuwait',\n",
       " 'romania',\n",
       " 'israel',\n",
       " 'japan',\n",
       " 'austria',\n",
       " 'egypt',\n",
       " 'dominican republic',\n",
       " 'philippines',\n",
       " 's. korea',\n",
       " 'denmark',\n",
       " 'serbia',\n",
       " 'panama',\n",
       " 'argentina',\n",
       " 'czechia',\n",
       " 'norway',\n",
       " 'afghanistan',\n",
       " 'bahrain',\n",
       " 'algeria',\n",
       " 'kazakhstan',\n",
       " 'morocco',\n",
       " 'australia',\n",
       " 'malaysia',\n",
       " 'nigeria',\n",
       " 'moldova',\n",
       " 'finland',\n",
       " 'ghana',\n",
       " 'oman',\n",
       " 'armenia',\n",
       " 'bolivia',\n",
       " 'luxembourg',\n",
       " 'cameroon',\n",
       " 'iraq',\n",
       " 'azerbaijan',\n",
       " 'hungary',\n",
       " 'sudan',\n",
       " 'honduras',\n",
       " 'thailand',\n",
       " 'uzbekistan',\n",
       " 'guinea',\n",
       " 'greece',\n",
       " 'senegal',\n",
       " 'bosnia and herzegovina',\n",
       " 'bulgaria',\n",
       " 'guatemala',\n",
       " 'croatia',\n",
       " 'ivory coast',\n",
       " 'tajikistan',\n",
       " 'cuba',\n",
       " 'north macedonia',\n",
       " 'djibouti',\n",
       " 'iceland',\n",
       " 'estonia',\n",
       " 'drc',\n",
       " 'lithuania',\n",
       " 'somalia',\n",
       " 'el salvador',\n",
       " 'gabon',\n",
       " 'new zealand',\n",
       " 'slovakia',\n",
       " 'mayotte',\n",
       " 'slovenia',\n",
       " 'kyrgyzstan',\n",
       " 'maldives',\n",
       " 'guinea-bissau',\n",
       " 'hong kong',\n",
       " 'tunisia',\n",
       " 'kenya',\n",
       " 'sri lanka',\n",
       " 'latvia',\n",
       " 'albania',\n",
       " 'lebanon',\n",
       " 'mali',\n",
       " 'cyprus',\n",
       " 'niger',\n",
       " 'costa rica',\n",
       " 'equatorial guinea',\n",
       " 'paraguay',\n",
       " 'zambia',\n",
       " 'venezuela',\n",
       " 'burkina faso',\n",
       " 'andorra',\n",
       " 'uruguay',\n",
       " 'georgia',\n",
       " 'diamond princess',\n",
       " 'jordan',\n",
       " 'san marino',\n",
       " 'haiti',\n",
       " 'malta',\n",
       " 'sierra leone',\n",
       " 'chad',\n",
       " 'channel islands',\n",
       " 'jamaica',\n",
       " 'tanzania',\n",
       " 'réunion',\n",
       " 'nepal',\n",
       " 'taiwan',\n",
       " 'congo',\n",
       " 'car',\n",
       " 'palestine',\n",
       " 'ethiopia',\n",
       " 'madagascar',\n",
       " 'cabo verde',\n",
       " 'togo',\n",
       " 'isle of man',\n",
       " 'mauritius',\n",
       " 'montenegro',\n",
       " 'vietnam',\n",
       " 'rwanda',\n",
       " 'south sudan',\n",
       " 'uganda',\n",
       " 'nicaragua',\n",
       " 'sao tome and principe',\n",
       " 'liberia',\n",
       " 'french guiana',\n",
       " 'eswatini',\n",
       " 'myanmar',\n",
       " 'martinique',\n",
       " 'faeroe islands',\n",
       " 'yemen',\n",
       " 'mozambique',\n",
       " 'guadeloupe',\n",
       " 'gibraltar',\n",
       " 'mauritania',\n",
       " 'brunei',\n",
       " 'mongolia',\n",
       " 'benin',\n",
       " 'guyana',\n",
       " 'bermuda',\n",
       " 'cambodia',\n",
       " 'trinidad and tobago',\n",
       " 'cayman islands',\n",
       " 'aruba',\n",
       " 'bahamas',\n",
       " 'monaco',\n",
       " 'barbados',\n",
       " 'liechtenstein',\n",
       " 'sint maarten',\n",
       " 'malawi',\n",
       " 'libya',\n",
       " 'french polynesia',\n",
       " 'syria',\n",
       " 'angola',\n",
       " 'zimbabwe',\n",
       " 'macao',\n",
       " 'burundi',\n",
       " 'saint martin',\n",
       " 'eritrea',\n",
       " 'comoros',\n",
       " 'antigua and barbuda',\n",
       " 'botswana',\n",
       " 'gambia',\n",
       " 'timor-leste',\n",
       " 'grenada',\n",
       " 'bhutan',\n",
       " 'laos',\n",
       " 'belize',\n",
       " 'fiji',\n",
       " 'new caledonia',\n",
       " 'saint lucia',\n",
       " 'st. vincent grenadines',\n",
       " 'curaçao',\n",
       " 'dominica',\n",
       " 'namibia',\n",
       " 'saint kitts and nevis',\n",
       " 'falkland islands',\n",
       " 'turks and caicos',\n",
       " 'vatican city',\n",
       " 'montserrat',\n",
       " 'suriname',\n",
       " 'greenland',\n",
       " 'seychelles',\n",
       " 'ms zaandam',\n",
       " 'british virgin islands',\n",
       " 'papua new guinea',\n",
       " 'caribbean netherlands',\n",
       " 'st. barth',\n",
       " 'western sahara',\n",
       " 'anguilla',\n",
       " 'lesotho',\n",
       " 'saint pierre miquelon',\n",
       " 'china']"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "covid1.list_countries()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Getting total active cases, total confirmed cases , total recovered cases , total deaths are same as above mentioned syntax."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Using CLI"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* ./cli.py covid"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "or \n",
    "\n",
    "\n",
    "* ./cli.py covid -s john_hopkins\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### In above syntax john_hopkins can be replaced with worldometers for worldometer source"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## List countries \n",
    "\n",
    "./cli.py covid -s worldometers --list-countries"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get Staus By country name \n",
    "\n",
    "./cli.py covid -s worldometers -c sweden"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get total Active cases\n",
    "\n",
    "./cli.py covid -s worldometers -o active\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get Total confirmed cases\n",
    "\n",
    "./cli.py covid -s worldometers -o confirmed\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get total Recovered cases\n",
    "\n",
    "./cli.py covid -s worldometers -o recovered"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get total Deaths\n",
    "\n",
    "./cli.py covid -s worldometers -o deaths"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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