{ "nbformat": 4, "nbformat_minor": 0, "metadata": { "colab": { "name": "COV19 - Compare UK & India.ipynb", "provenance": [], "collapsed_sections": [] }, "kernelspec": { "name": "python3", "display_name": "Python 3" } }, "cells": [ { "cell_type": "markdown", "metadata": { "id": "2VDUL8IiOm3h" }, "source": [ "Import libraries" ] }, { "cell_type": "markdown", "metadata": { "id": "IX2dSyRUOQfU" }, "source": [ "Taken from website:-\n", "https://ourworldindata.org/coronavirus-source-data" ] }, { "cell_type": "code", "metadata": { "id": "aWiMS4MTOOCT" }, "source": [ "import pandas as pd\n", "import numpy as np" ], "execution_count": 1, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "fXJDb7e4O8kJ" }, "source": [ "Read files" ] }, { "cell_type": "code", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 588 }, "id": "sIIhbEIDO-O4", "outputId": "292a7de1-fd5c-417c-df95-6f4b86c5f008" }, "source": [ "# load datasets\n", "train = pd.read_csv('/content/drive/MyDrive/owid-covid-data.csv')\n", "train" ], "execution_count": 2, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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1 | \n", "AFG | \n", "Asia | \n", "Afghanistan | \n", "2020-02-25 | \n", "1.0 | \n", "0.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.026 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "8.33 | \n", "38928341.0 | \n", "54.422 | \n", "18.6 | \n", "2.581 | \n", "1.337 | \n", "1803.987 | \n", "NaN | \n", "597.029 | \n", "9.59 | \n", "NaN | \n", "NaN | \n", "37.746 | \n", "0.5 | \n", "64.83 | \n", "0.511 | \n", "
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3 | \n", "AFG | \n", "Asia | \n", "Afghanistan | \n", "2020-02-27 | \n", "1.0 | \n", "0.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.026 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "8.33 | \n", "38928341.0 | \n", "54.422 | \n", "18.6 | \n", "2.581 | \n", "1.337 | \n", "1803.987 | \n", "NaN | \n", "597.029 | \n", "9.59 | \n", "NaN | \n", "NaN | \n", "37.746 | \n", "0.5 | \n", "64.83 | \n", "0.511 | \n", "
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87737 | \n", "ZWE | \n", "Africa | \n", "Zimbabwe | \n", "2021-05-07 | \n", "38403.0 | \n", "5.0 | \n", "20.857 | \n", "1576.0 | \n", "1.0 | \n", "1.286 | \n", "2583.811 | \n", "0.336 | \n", "1.403 | \n", "106.036 | \n", "0.067 | \n", "0.087 | \n", "0.72 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1401.0 | \n", "506977.0 | \n", "34.110 | \n", "0.094 | \n", "1996.0 | \n", "0.134 | \n", "0.010 | \n", "95.7 | \n", "tests performed | \n", "640762.0 | \n", "500422.0 | \n", "140340.0 | \n", "33407.0 | \n", "20060.0 | \n", "4.31 | \n", "3.37 | \n", "0.94 | \n", "1350.0 | \n", "51.85 | \n", "14862927.0 | \n", "42.729 | \n", "19.6 | \n", "2.822 | \n", "1.882 | \n", "1899.775 | \n", "21.4 | \n", "307.846 | \n", "1.82 | \n", "1.6 | \n", "30.7 | \n", "36.791 | \n", "1.7 | \n", "61.49 | \n", "0.571 | \n", "
87738 | \n", "ZWE | \n", "Africa | \n", "Zimbabwe | \n", "2021-05-08 | \n", "38414.0 | \n", "11.0 | \n", "22.000 | \n", "1576.0 | \n", "0.0 | \n", "1.143 | \n", "2584.551 | \n", "0.740 | \n", "1.480 | \n", "106.036 | \n", "0.000 | \n", "0.077 | \n", "0.72 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1770.0 | \n", "508747.0 | \n", "34.229 | \n", "0.119 | \n", "1985.0 | \n", "0.134 | \n", "0.011 | \n", "90.2 | \n", "tests performed | \n", "657838.0 | \n", "509274.0 | \n", "148564.0 | \n", "17076.0 | \n", "19648.0 | \n", "4.43 | \n", "3.43 | \n", "1.00 | \n", "1322.0 | \n", "51.85 | \n", "14862927.0 | \n", "42.729 | \n", "19.6 | \n", "2.822 | \n", "1.882 | \n", "1899.775 | \n", "21.4 | \n", "307.846 | \n", "1.82 | \n", "1.6 | \n", "30.7 | \n", "36.791 | \n", "1.7 | \n", "61.49 | \n", "0.571 | \n", "
87739 | \n", "ZWE | \n", "Africa | \n", "Zimbabwe | \n", "2021-05-09 | \n", "38419.0 | \n", "5.0 | \n", "19.714 | \n", "1576.0 | \n", "0.0 | \n", "0.857 | \n", "2584.888 | \n", "0.336 | \n", "1.326 | \n", "106.036 | \n", "0.000 | \n", "0.058 | \n", "0.71 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1300.0 | \n", "510047.0 | \n", "34.317 | \n", "0.087 | \n", "2009.0 | \n", "0.135 | \n", "0.010 | \n", "101.9 | \n", "tests performed | \n", "684243.0 | \n", "526066.0 | \n", "158177.0 | \n", "26405.0 | \n", "22863.0 | \n", "4.60 | \n", "3.54 | \n", "1.06 | \n", "1538.0 | \n", "51.85 | \n", "14862927.0 | \n", "42.729 | \n", "19.6 | \n", "2.822 | \n", "1.882 | \n", "1899.775 | \n", "21.4 | \n", "307.846 | \n", "1.82 | \n", "1.6 | \n", "30.7 | \n", "36.791 | \n", "1.7 | \n", "61.49 | \n", "0.571 | \n", "
87740 | \n", "ZWE | \n", "Africa | \n", "Zimbabwe | \n", "2021-05-10 | \n", "38433.0 | \n", "14.0 | \n", "20.000 | \n", "1576.0 | \n", "0.0 | \n", "0.429 | \n", "2585.830 | \n", "0.942 | \n", "1.346 | \n", "106.036 | \n", "0.000 | \n", "0.029 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "690653.0 | \n", "529360.0 | \n", "161293.0 | \n", "6410.0 | \n", "21877.0 | \n", "4.65 | \n", "3.56 | \n", "1.09 | \n", "1472.0 | \n", "NaN | \n", "14862927.0 | \n", "42.729 | \n", "19.6 | \n", "2.822 | \n", "1.882 | \n", "1899.775 | \n", "21.4 | \n", "307.846 | \n", "1.82 | \n", "1.6 | \n", "30.7 | \n", "36.791 | \n", "1.7 | \n", "61.49 | \n", "0.571 | \n", "
87741 | \n", "ZWE | \n", "Africa | \n", "Zimbabwe | \n", "2021-05-11 | \n", "38448.0 | \n", "15.0 | \n", "17.286 | \n", "1579.0 | \n", "3.0 | \n", "0.714 | \n", "2586.839 | \n", "1.009 | \n", "1.163 | \n", "106.237 | \n", "0.202 | \n", "0.048 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "709772.0 | \n", "539526.0 | \n", "170246.0 | \n", "19119.0 | \n", "21428.0 | \n", "4.78 | \n", "3.63 | \n", "1.15 | \n", "1442.0 | \n", "NaN | \n", "14862927.0 | \n", "42.729 | \n", "19.6 | \n", "2.822 | \n", "1.882 | \n", "1899.775 | \n", "21.4 | \n", "307.846 | \n", "1.82 | \n", "1.6 | \n", "30.7 | \n", "36.791 | \n", "1.7 | \n", "61.49 | \n", "0.571 | \n", "
87742 rows × 59 columns
\n", "\n", " | iso_code | \n", "continent | \n", "location | \n", "date | \n", "total_cases | \n", "new_cases | \n", "new_cases_smoothed | \n", "total_deaths | \n", "new_deaths | \n", "new_deaths_smoothed | \n", "total_cases_per_million | \n", "new_cases_per_million | \n", "new_cases_smoothed_per_million | \n", "total_deaths_per_million | \n", "new_deaths_per_million | \n", "new_deaths_smoothed_per_million | \n", "reproduction_rate | \n", "icu_patients | \n", "icu_patients_per_million | \n", "hosp_patients | \n", "hosp_patients_per_million | \n", "weekly_icu_admissions | \n", "weekly_icu_admissions_per_million | \n", "weekly_hosp_admissions | \n", "weekly_hosp_admissions_per_million | \n", "new_tests | \n", "total_tests | \n", "total_tests_per_thousand | \n", "new_tests_per_thousand | \n", "new_tests_smoothed | \n", "new_tests_smoothed_per_thousand | \n", "positive_rate | \n", "tests_per_case | \n", "tests_units | \n", "total_vaccinations | \n", "people_vaccinated | \n", "people_fully_vaccinated | \n", "new_vaccinations | \n", "new_vaccinations_smoothed | \n", "total_vaccinations_per_hundred | \n", "people_vaccinated_per_hundred | \n", "people_fully_vaccinated_per_hundred | \n", "new_vaccinations_smoothed_per_million | \n", "stringency_index | \n", "population | \n", "population_density | \n", "median_age | \n", "aged_65_older | \n", "aged_70_older | \n", "gdp_per_capita | \n", "extreme_poverty | \n", "cardiovasc_death_rate | \n", "diabetes_prevalence | \n", "female_smokers | \n", "male_smokers | \n", "handwashing_facilities | \n", "hospital_beds_per_thousand | \n", "life_expectancy | \n", "human_development_index | \n", "date_num | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "AFG | \n", "Asia | \n", "Afghanistan | \n", "2020-02-24 | \n", "1.0 | \n", "1.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.026 | \n", "0.026 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "8.33 | \n", "38928341.0 | \n", "54.422 | \n", "18.6 | \n", "2.581 | \n", "1.337 | \n", "1803.987 | \n", "NaN | \n", "597.029 | \n", "9.59 | \n", "NaN | \n", "NaN | \n", "37.746 | \n", "0.5 | \n", "64.83 | \n", "0.511 | \n", "24022020 | \n", "
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87737 | \n", "ZWE | \n", "Africa | \n", "Zimbabwe | \n", "2021-05-07 | \n", "38403.0 | \n", "5.0 | \n", "20.857 | \n", "1576.0 | \n", "1.0 | \n", "1.286 | \n", "2583.811 | \n", "0.336 | \n", "1.403 | \n", "106.036 | \n", "0.067 | \n", "0.087 | \n", "0.72 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1401.0 | \n", "506977.0 | \n", "34.110 | \n", "0.094 | \n", "1996.0 | \n", "0.134 | \n", "0.010 | \n", "95.7 | \n", "tests performed | \n", "640762.0 | \n", "500422.0 | \n", "140340.0 | \n", "33407.0 | \n", "20060.0 | \n", "4.31 | \n", "3.37 | \n", "0.94 | \n", "1350.0 | \n", "51.85 | \n", "14862927.0 | \n", "42.729 | \n", "19.6 | \n", "2.822 | \n", "1.882 | \n", "1899.775 | \n", "21.4 | \n", "307.846 | \n", "1.82 | \n", "1.6 | \n", "30.7 | \n", "36.791 | \n", "1.7 | \n", "61.49 | \n", "0.571 | \n", "07052021 | \n", "
87738 | \n", "ZWE | \n", "Africa | \n", "Zimbabwe | \n", "2021-05-08 | \n", "38414.0 | \n", "11.0 | \n", "22.000 | \n", "1576.0 | \n", "0.0 | \n", "1.143 | \n", "2584.551 | \n", "0.740 | \n", "1.480 | \n", "106.036 | \n", "0.000 | \n", "0.077 | \n", "0.72 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1770.0 | \n", "508747.0 | \n", "34.229 | \n", "0.119 | \n", "1985.0 | \n", "0.134 | \n", "0.011 | \n", "90.2 | \n", "tests performed | \n", "657838.0 | \n", "509274.0 | \n", "148564.0 | \n", "17076.0 | \n", "19648.0 | \n", "4.43 | \n", "3.43 | \n", "1.00 | \n", "1322.0 | \n", "51.85 | \n", "14862927.0 | \n", "42.729 | \n", "19.6 | \n", "2.822 | \n", "1.882 | \n", "1899.775 | \n", "21.4 | \n", "307.846 | \n", "1.82 | \n", "1.6 | \n", "30.7 | \n", "36.791 | \n", "1.7 | \n", "61.49 | \n", "0.571 | \n", "08052021 | \n", "
87739 | \n", "ZWE | \n", "Africa | \n", "Zimbabwe | \n", "2021-05-09 | \n", "38419.0 | \n", "5.0 | \n", "19.714 | \n", "1576.0 | \n", "0.0 | \n", "0.857 | \n", "2584.888 | \n", "0.336 | \n", "1.326 | \n", "106.036 | \n", "0.000 | \n", "0.058 | \n", "0.71 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1300.0 | \n", "510047.0 | \n", "34.317 | \n", "0.087 | \n", "2009.0 | \n", "0.135 | \n", "0.010 | \n", "101.9 | \n", "tests performed | \n", "684243.0 | \n", "526066.0 | \n", "158177.0 | \n", "26405.0 | \n", "22863.0 | \n", "4.60 | \n", "3.54 | \n", "1.06 | \n", "1538.0 | \n", "51.85 | \n", "14862927.0 | \n", "42.729 | \n", "19.6 | \n", "2.822 | \n", "1.882 | \n", "1899.775 | \n", "21.4 | \n", "307.846 | \n", "1.82 | \n", "1.6 | \n", "30.7 | \n", "36.791 | \n", "1.7 | \n", "61.49 | \n", "0.571 | \n", "09052021 | \n", "
87740 | \n", "ZWE | \n", "Africa | \n", "Zimbabwe | \n", "2021-05-10 | \n", "38433.0 | \n", "14.0 | \n", "20.000 | \n", "1576.0 | \n", "0.0 | \n", "0.429 | \n", "2585.830 | \n", "0.942 | \n", "1.346 | \n", "106.036 | \n", "0.000 | \n", "0.029 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "690653.0 | \n", "529360.0 | \n", "161293.0 | \n", "6410.0 | \n", "21877.0 | \n", "4.65 | \n", "3.56 | \n", "1.09 | \n", "1472.0 | \n", "NaN | \n", "14862927.0 | \n", "42.729 | \n", "19.6 | \n", "2.822 | \n", "1.882 | \n", "1899.775 | \n", "21.4 | \n", "307.846 | \n", "1.82 | \n", "1.6 | \n", "30.7 | \n", "36.791 | \n", "1.7 | \n", "61.49 | \n", "0.571 | \n", "10052021 | \n", "
87741 | \n", "ZWE | \n", "Africa | \n", "Zimbabwe | \n", "2021-05-11 | \n", "38448.0 | \n", "15.0 | \n", "17.286 | \n", "1579.0 | \n", "3.0 | \n", "0.714 | \n", "2586.839 | \n", "1.009 | \n", "1.163 | \n", "106.237 | \n", "0.202 | \n", "0.048 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "709772.0 | \n", "539526.0 | \n", "170246.0 | \n", "19119.0 | \n", "21428.0 | \n", "4.78 | \n", "3.63 | \n", "1.15 | \n", "1442.0 | \n", "NaN | \n", "14862927.0 | \n", "42.729 | \n", "19.6 | \n", "2.822 | \n", "1.882 | \n", "1899.775 | \n", "21.4 | \n", "307.846 | \n", "1.82 | \n", "1.6 | \n", "30.7 | \n", "36.791 | \n", "1.7 | \n", "61.49 | \n", "0.571 | \n", "11052021 | \n", "
87742 rows × 60 columns
\n", "\n", " | iso_code | \n", "continent | \n", "location | \n", "date | \n", "total_cases | \n", "new_cases | \n", "new_cases_smoothed | \n", "total_deaths | \n", "new_deaths | \n", "new_deaths_smoothed | \n", "total_cases_per_million | \n", "new_cases_per_million | \n", "new_cases_smoothed_per_million | \n", "total_deaths_per_million | \n", "new_deaths_per_million | \n", "new_deaths_smoothed_per_million | \n", "reproduction_rate | \n", "icu_patients | \n", "icu_patients_per_million | \n", "hosp_patients | \n", "hosp_patients_per_million | \n", "weekly_icu_admissions | \n", "weekly_icu_admissions_per_million | \n", "weekly_hosp_admissions | \n", "weekly_hosp_admissions_per_million | \n", "new_tests | \n", "total_tests | \n", "total_tests_per_thousand | \n", "new_tests_per_thousand | \n", "new_tests_smoothed | \n", "new_tests_smoothed_per_thousand | \n", "positive_rate | \n", "tests_per_case | \n", "tests_units | \n", "total_vaccinations | \n", "people_vaccinated | \n", "people_fully_vaccinated | \n", "new_vaccinations | \n", "new_vaccinations_smoothed | \n", "total_vaccinations_per_hundred | \n", "people_vaccinated_per_hundred | \n", "people_fully_vaccinated_per_hundred | \n", "new_vaccinations_smoothed_per_million | \n", "stringency_index | \n", "population | \n", "population_density | \n", "median_age | \n", "aged_65_older | \n", "aged_70_older | \n", "gdp_per_capita | \n", "extreme_poverty | \n", "cardiovasc_death_rate | \n", "diabetes_prevalence | \n", "female_smokers | \n", "male_smokers | \n", "handwashing_facilities | \n", "hospital_beds_per_thousand | \n", "life_expectancy | \n", "human_development_index | \n", "date_num | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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896 | \n", "OWID_AFR | \n", "NaN | \n", "Africa | \n", "2021-05-11 | \n", "4648116.0 | \n", "7067.0 | \n", "8869.000 | \n", "125059.0 | \n", "314.0 | \n", "310.000 | \n", "3467.196 | \n", "5.272 | \n", "6.616 | \n", "93.286 | \n", "0.234 | \n", "0.231 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.164884e+07 | \n", "15231710.0 | \n", "5540571.0 | \n", "254715.0 | \n", "349521.0 | \n", "1.61 | \n", "1.14 | \n", "0.41 | \n", "261.0 | \n", "NaN | \n", "1.340598e+09 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "11052021 | \n", "
1338 | \n", "ALB | \n", "Europe | \n", "Albania | \n", "2021-05-11 | \n", "131803.0 | \n", "50.0 | \n", "68.000 | \n", "2420.0 | \n", "4.0 | \n", "2.571 | \n", "45799.917 | \n", "17.374 | \n", "23.629 | \n", "840.920 | \n", "1.390 | \n", "0.894 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.877800e+06 | \n", "104.871 | \n", "38.0 | \n", "13.188 | \n", "8.643 | \n", "11803.431 | \n", "1.1 | \n", "304.195 | \n", "10.08 | \n", "7.100 | \n", "51.200 | \n", "NaN | \n", "2.890 | \n", "78.57 | \n", "0.795 | \n", "11052021 | \n", "
1780 | \n", "DZA | \n", "Africa | \n", "Algeria | \n", "2021-05-11 | \n", "124483.0 | \n", "195.0 | \n", "212.000 | \n", "3343.0 | \n", "8.0 | \n", "7.714 | \n", "2838.769 | \n", "4.447 | \n", "4.835 | \n", "76.235 | \n", "0.182 | \n", "0.176 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "4.385104e+07 | \n", "17.348 | \n", "29.1 | \n", "6.211 | \n", "3.857 | \n", "13913.839 | \n", "0.5 | \n", "278.364 | \n", "6.73 | \n", "0.700 | \n", "30.400 | \n", "83.741 | \n", "1.900 | \n", "76.88 | \n", "0.748 | \n", "11052021 | \n", "
2216 | \n", "AND | \n", "Europe | \n", "Andorra | \n", "2021-05-11 | \n", "13447.0 | \n", "18.0 | \n", "18.714 | \n", "127.0 | \n", "0.0 | \n", "0.000 | \n", "174037.404 | \n", "232.964 | \n", "242.209 | \n", "1643.694 | \n", "0.000 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "7.726500e+04 | \n", "163.755 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "109.135 | \n", "7.97 | \n", "29.000 | \n", "37.800 | \n", "NaN | \n", "NaN | \n", "83.73 | \n", "0.868 | \n", "11052021 | \n", "
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211 rows × 60 columns
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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83139 | \n", "GBR | \n", "Europe | \n", "United Kingdom | \n", "2021-05-08 | \n", "4448808.0 | \n", "2056.0 | \n", "2093.000 | \n", "127863.0 | \n", "5.0 | \n", "11.571 | \n", "65533.508 | \n", "30.286 | \n", "30.831 | \n", "1883.496 | \n", "0.074 | \n", "0.170 | \n", "1.0 | \n", "150.0 | \n", "2.210 | \n", "1130.0 | \n", "16.646 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "490546.0 | \n", "160869162.0 | \n", "2369.696 | \n", "7.226 | \n", "979597.0 | \n", "14.430 | \n", "0.002 | \n", "468.0 | \n", "tests performed | \n", "53041048.0 | \n", "35371669.0 | \n", "17669379.0 | \n", "607864.0 | \n", "458007.0 | \n", "78.13 | \n", "52.10 | \n", "26.03 | \n", "6747.0 | \n", "NaN | \n", "67886004.0 | \n", "272.898 | \n", "40.8 | \n", "18.517 | \n", "12.527 | \n", "39753.244 | \n", "0.2 | \n", "122.137 | \n", "4.28 | \n", "20.0 | \n", "24.7 | \n", "NaN | \n", "2.54 | \n", "81.32 | \n", "0.932 | \n", "08052021 | \n", "
83140 | \n", "GBR | \n", "Europe | \n", "United Kingdom | \n", "2021-05-09 | \n", "4450578.0 | \n", "1770.0 | \n", "2106.714 | \n", "127865.0 | \n", "2.0 | \n", "9.857 | \n", "65559.581 | \n", "26.073 | \n", "31.033 | \n", "1883.525 | \n", "0.029 | \n", "0.145 | \n", "1.0 | \n", "143.0 | \n", "2.106 | \n", "1108.0 | \n", "16.321 | \n", "NaN | \n", "NaN | \n", "339.0 | \n", "4.994 | \n", "1322338.0 | \n", "162226572.0 | \n", "2389.691 | \n", "19.479 | \n", "1049492.0 | \n", "15.460 | \n", "0.002 | \n", "498.2 | \n", "tests performed | \n", "53328845.0 | \n", "35472295.0 | \n", "17856550.0 | \n", "287797.0 | \n", "461576.0 | \n", "78.56 | \n", "52.25 | \n", "26.30 | \n", "6799.0 | \n", "NaN | \n", "67886004.0 | \n", "272.898 | \n", "40.8 | \n", "18.517 | \n", "12.527 | \n", "39753.244 | \n", "0.2 | \n", "122.137 | \n", "4.28 | \n", "20.0 | \n", "24.7 | \n", "NaN | \n", "2.54 | \n", "81.32 | \n", "0.932 | \n", "09052021 | \n", "
83141 | \n", "GBR | \n", "Europe | \n", "United Kingdom | \n", "2021-05-10 | \n", "4452956.0 | \n", "2378.0 | \n", "2207.286 | \n", "127870.0 | \n", "5.0 | \n", "10.429 | \n", "65594.611 | \n", "35.029 | \n", "32.515 | \n", "1883.599 | \n", "0.074 | \n", "0.154 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "53675733.0 | \n", "35587348.0 | \n", "18088385.0 | \n", "346888.0 | \n", "482546.0 | \n", "79.07 | \n", "52.42 | \n", "26.65 | \n", "7108.0 | \n", "NaN | \n", "67886004.0 | \n", "272.898 | \n", "40.8 | \n", "18.517 | \n", "12.527 | \n", "39753.244 | \n", "0.2 | \n", "122.137 | \n", "4.28 | \n", "20.0 | \n", "24.7 | \n", "NaN | \n", "2.54 | \n", "81.32 | \n", "0.932 | \n", "10052021 | \n", "
83142 | \n", "GBR | \n", "Europe | \n", "United Kingdom | \n", "2021-05-11 | \n", "4455446.0 | \n", "2490.0 | \n", "2279.571 | \n", "127890.0 | \n", "20.0 | \n", "12.429 | \n", "65631.290 | \n", "36.679 | \n", "33.579 | \n", "1883.893 | \n", "0.295 | \n", "0.183 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "67886004.0 | \n", "272.898 | \n", "40.8 | \n", "18.517 | \n", "12.527 | \n", "39753.244 | \n", "0.2 | \n", "122.137 | \n", "4.28 | \n", "20.0 | \n", "24.7 | \n", "NaN | \n", "2.54 | \n", "81.32 | \n", "0.932 | \n", "11052021 | \n", "
467 rows × 60 columns
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
83143 | \n", "USA | \n", "North America | \n", "United States | \n", "2020-01-22 | \n", "1.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.003 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.00 | \n", "331002647.0 | \n", "35.608 | \n", "38.3 | \n", "15.413 | \n", "9.732 | \n", "54225.446 | \n", "1.2 | \n", "151.089 | \n", "10.79 | \n", "19.1 | \n", "24.6 | \n", "NaN | \n", "2.77 | \n", "78.86 | \n", "0.926 | \n", "22012020 | \n", "
83144 | \n", "USA | \n", "North America | \n", "United States | \n", "2020-01-23 | \n", "1.0 | \n", "0.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.003 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.00 | \n", "331002647.0 | \n", "35.608 | \n", "38.3 | \n", "15.413 | \n", "9.732 | \n", "54225.446 | \n", "1.2 | \n", "151.089 | \n", "10.79 | \n", "19.1 | \n", "24.6 | \n", "NaN | \n", "2.77 | \n", "78.86 | \n", "0.926 | \n", "23012020 | \n", "
83145 | \n", "USA | \n", "North America | \n", "United States | \n", "2020-01-24 | \n", "2.0 | \n", "1.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.006 | \n", "0.003 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.00 | \n", "331002647.0 | \n", "35.608 | \n", "38.3 | \n", "15.413 | \n", "9.732 | \n", "54225.446 | \n", "1.2 | \n", "151.089 | \n", "10.79 | \n", "19.1 | \n", "24.6 | \n", "NaN | \n", "2.77 | \n", "78.86 | \n", "0.926 | \n", "24012020 | \n", "
83146 | \n", "USA | \n", "North America | \n", "United States | \n", "2020-01-25 | \n", "2.0 | \n", "0.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.006 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.00 | \n", "331002647.0 | \n", "35.608 | \n", "38.3 | \n", "15.413 | \n", "9.732 | \n", "54225.446 | \n", "1.2 | \n", "151.089 | \n", "10.79 | \n", "19.1 | \n", "24.6 | \n", "NaN | \n", "2.77 | \n", "78.86 | \n", "0.926 | \n", "25012020 | \n", "
83147 | \n", "USA | \n", "North America | \n", "United States | \n", "2020-01-26 | \n", "5.0 | \n", "3.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.015 | \n", "0.009 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.00 | \n", "331002647.0 | \n", "35.608 | \n", "38.3 | \n", "15.413 | \n", "9.732 | \n", "54225.446 | \n", "1.2 | \n", "151.089 | \n", "10.79 | \n", "19.1 | \n", "24.6 | \n", "NaN | \n", "2.77 | \n", "78.86 | \n", "0.926 | \n", "26012020 | \n", "
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83614 | \n", "USA | \n", "North America | \n", "United States | \n", "2021-05-07 | \n", "32652472.0 | \n", "47289.0 | \n", "43643.000 | \n", "580901.0 | \n", "753.0 | \n", "671.857 | \n", "98647.163 | \n", "142.866 | \n", "131.851 | \n", "1754.974 | \n", "2.275 | \n", "2.030 | \n", "0.83 | \n", "8624.0 | \n", "26.054 | \n", "31834.0 | \n", "96.174 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "723019.0 | \n", "426539890.0 | \n", "1288.63 | \n", "2.184 | \n", "864103.0 | \n", "2.611 | \n", "0.05 | \n", "20.0 | \n", "tests performed | \n", "254779333.0 | \n", "150416559.0 | \n", "110874920.0 | \n", "2805581.0 | \n", "2088522.0 | \n", "76.18 | \n", "44.98 | \n", "33.15 | \n", "6245.0 | \n", "56.94 | \n", "331002647.0 | \n", "35.608 | \n", "38.3 | \n", "15.413 | \n", "9.732 | \n", "54225.446 | \n", "1.2 | \n", "151.089 | \n", "10.79 | \n", "19.1 | \n", "24.6 | \n", "NaN | \n", "2.77 | \n", "78.86 | \n", "0.926 | \n", "07052021 | \n", "
83615 | \n", "USA | \n", "North America | \n", "United States | \n", "2021-05-08 | \n", "32686965.0 | \n", "34493.0 | \n", "42098.714 | \n", "581516.0 | \n", "615.0 | \n", "659.143 | \n", "98751.370 | \n", "104.208 | \n", "127.185 | \n", "1756.832 | \n", "1.858 | \n", "1.991 | \n", "0.82 | \n", "8607.0 | \n", "26.003 | \n", "31781.0 | \n", "96.014 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "257347205.0 | \n", "151315505.0 | \n", "112626771.0 | \n", "2567872.0 | \n", "1983391.0 | \n", "76.95 | \n", "45.24 | \n", "33.68 | \n", "5930.0 | \n", "56.94 | \n", "331002647.0 | \n", "35.608 | \n", "38.3 | \n", "15.413 | \n", "9.732 | \n", "54225.446 | \n", "1.2 | \n", "151.089 | \n", "10.79 | \n", "19.1 | \n", "24.6 | \n", "NaN | \n", "2.77 | \n", "78.86 | \n", "0.926 | \n", "08052021 | \n", "
83616 | \n", "USA | \n", "North America | \n", "United States | \n", "2021-05-09 | \n", "32708357.0 | \n", "21392.0 | \n", "40959.429 | \n", "581754.0 | \n", "238.0 | \n", "646.857 | \n", "98815.998 | \n", "64.628 | \n", "123.744 | \n", "1757.551 | \n", "0.719 | \n", "1.954 | \n", "0.82 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "27145.0 | \n", "82.008 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "259716989.0 | \n", "152116936.0 | \n", "114258244.0 | \n", "2369784.0 | \n", "2017931.0 | \n", "77.66 | \n", "45.48 | \n", "34.16 | \n", "6034.0 | \n", "NaN | \n", "331002647.0 | \n", "35.608 | \n", "38.3 | \n", "15.413 | \n", "9.732 | \n", "54225.446 | \n", "1.2 | \n", "151.089 | \n", "10.79 | \n", "19.1 | \n", "24.6 | \n", "NaN | \n", "2.77 | \n", "78.86 | \n", "0.926 | \n", "09052021 | \n", "
83617 | \n", "USA | \n", "North America | \n", "United States | \n", "2021-05-10 | \n", "32745255.0 | \n", "36898.0 | \n", "39007.714 | \n", "582153.0 | \n", "399.0 | \n", "634.714 | \n", "98927.472 | \n", "111.473 | \n", "117.847 | \n", "1758.756 | \n", "1.205 | \n", "1.918 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "261599381.0 | \n", "152819904.0 | \n", "115530780.0 | \n", "1882392.0 | \n", "2117025.0 | \n", "78.22 | \n", "45.69 | \n", "34.54 | \n", "6330.0 | \n", "NaN | \n", "331002647.0 | \n", "35.608 | \n", "38.3 | \n", "15.413 | \n", "9.732 | \n", "54225.446 | \n", "1.2 | \n", "151.089 | \n", "10.79 | \n", "19.1 | \n", "24.6 | \n", "NaN | \n", "2.77 | \n", "78.86 | \n", "0.926 | \n", "10052021 | \n", "
83618 | \n", "USA | \n", "North America | \n", "United States | \n", "2021-05-11 | \n", "32778906.0 | \n", "33651.0 | \n", "37996.000 | \n", "582837.0 | \n", "684.0 | \n", "607.714 | \n", "99029.136 | \n", "101.664 | \n", "114.791 | \n", "1760.823 | \n", "2.066 | \n", "1.836 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "263132561.0 | \n", "153448316.0 | \n", "116576359.0 | \n", "1533180.0 | \n", "2194787.0 | \n", "78.68 | \n", "45.88 | \n", "34.86 | \n", "6563.0 | \n", "NaN | \n", "331002647.0 | \n", "35.608 | \n", "38.3 | \n", "15.413 | \n", "9.732 | \n", "54225.446 | \n", "1.2 | \n", "151.089 | \n", "10.79 | \n", "19.1 | \n", "24.6 | \n", "NaN | \n", "2.77 | \n", "78.86 | \n", "0.926 | \n", "11052021 | \n", "
476 rows × 60 columns
\n", "\n", " | iso_code | \n", "continent | \n", "location | \n", "date | \n", "total_cases | \n", "new_cases | \n", "new_cases_smoothed | \n", "total_deaths | \n", "new_deaths | \n", "new_deaths_smoothed | \n", "total_cases_per_million | \n", "new_cases_per_million | \n", "new_cases_smoothed_per_million | \n", "total_deaths_per_million | \n", "new_deaths_per_million | \n", "new_deaths_smoothed_per_million | \n", "reproduction_rate | \n", "icu_patients | \n", "icu_patients_per_million | \n", "hosp_patients | \n", "hosp_patients_per_million | \n", "weekly_icu_admissions | \n", "weekly_icu_admissions_per_million | \n", "weekly_hosp_admissions | \n", "weekly_hosp_admissions_per_million | \n", "new_tests | \n", "total_tests | \n", "total_tests_per_thousand | \n", "new_tests_per_thousand | \n", "new_tests_smoothed | \n", "new_tests_smoothed_per_thousand | \n", "positive_rate | \n", "tests_per_case | \n", "tests_units | \n", "total_vaccinations | \n", "people_vaccinated | \n", "people_fully_vaccinated | \n", "new_vaccinations | \n", "new_vaccinations_smoothed | \n", "total_vaccinations_per_hundred | \n", "people_vaccinated_per_hundred | \n", "people_fully_vaccinated_per_hundred | \n", "new_vaccinations_smoothed_per_million | \n", "stringency_index | \n", "population | \n", "population_density | \n", "median_age | \n", "aged_65_older | \n", "aged_70_older | \n", "gdp_per_capita | \n", "extreme_poverty | \n", "cardiovasc_death_rate | \n", "diabetes_prevalence | \n", "female_smokers | \n", "male_smokers | \n", "handwashing_facilities | \n", "hospital_beds_per_thousand | \n", "life_expectancy | \n", "human_development_index | \n", "date_num | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
28592 | \n", "FRA | \n", "Europe | \n", "France | \n", "2020-01-24 | \n", "2.0 | \n", "2.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.030 | \n", "0.030 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "5.56 | \n", "67564251.0 | \n", "122.578 | \n", "42.0 | \n", "19.718 | \n", "13.079 | \n", "38605.671 | \n", "NaN | \n", "86.06 | \n", "4.77 | \n", "30.1 | \n", "35.6 | \n", "NaN | \n", "5.98 | \n", "82.66 | \n", "0.901 | \n", "24012020 | \n", "
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474 rows × 60 columns
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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441 rows × 60 columns
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64165 | \n", "PRT | \n", "Europe | \n", "Portugal | \n", "2021-05-08 | \n", "839258.0 | \n", "406.0 | \n", "330.143 | \n", "16991.0 | \n", "2.0 | \n", "2.143 | \n", "82306.768 | \n", "39.817 | \n", "32.377 | \n", "1666.322 | \n", "0.196 | \n", "0.210 | \n", "0.87 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "31421.0 | \n", "10916847.0 | \n", "1070.625 | \n", "3.081 | \n", "42488.0 | \n", "4.167 | \n", "0.008 | \n", "128.7 | \n", "tests performed | \n", "3921995.0 | \n", "2824858.0 | \n", "1097115.0 | \n", "104250.0 | \n", "75746.0 | \n", "38.46 | \n", "27.70 | \n", "10.76 | \n", "7428.0 | \n", "NaN | \n", "10196707.0 | \n", "112.371 | \n", "46.2 | \n", "21.502 | \n", "14.924 | \n", "27936.896 | \n", "0.5 | \n", "127.842 | \n", "9.85 | \n", "16.3 | \n", "30.0 | \n", "NaN | \n", "3.39 | \n", "82.05 | \n", "0.864 | \n", "08052021 | \n", "
64166 | \n", "PRT | \n", "Europe | \n", "Portugal | \n", "2021-05-09 | \n", "839582.0 | \n", "324.0 | \n", "329.286 | \n", "16992.0 | \n", "1.0 | \n", "2.143 | \n", "82338.543 | \n", "31.775 | \n", "32.293 | \n", "1666.420 | \n", "0.098 | \n", "0.210 | \n", "0.87 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "4004480.0 | \n", "2893455.0 | \n", "1111003.0 | \n", "82485.0 | \n", "80171.0 | \n", "39.27 | \n", "28.38 | \n", "10.90 | \n", "7862.0 | \n", "NaN | \n", "10196707.0 | \n", "112.371 | \n", "46.2 | \n", "21.502 | \n", "14.924 | \n", "27936.896 | \n", "0.5 | \n", "127.842 | \n", "9.85 | \n", "16.3 | \n", "30.0 | \n", "NaN | \n", "3.39 | \n", "82.05 | \n", "0.864 | \n", "09052021 | \n", "
64167 | \n", "PRT | \n", "Europe | \n", "Portugal | \n", "2021-05-10 | \n", "839740.0 | \n", "158.0 | \n", "326.143 | \n", "16993.0 | \n", "1.0 | \n", "2.286 | \n", "82354.038 | \n", "15.495 | \n", "31.985 | \n", "1666.518 | \n", "0.098 | \n", "0.224 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "4043392.0 | \n", "2930677.0 | \n", "1112693.0 | \n", "38912.0 | \n", "79967.0 | \n", "39.65 | \n", "28.74 | \n", "10.91 | \n", "7842.0 | \n", "NaN | \n", "10196707.0 | \n", "112.371 | \n", "46.2 | \n", "21.502 | \n", "14.924 | \n", "27936.896 | \n", "0.5 | \n", "127.842 | \n", "9.85 | \n", "16.3 | \n", "30.0 | \n", "NaN | \n", "3.39 | \n", "82.05 | \n", "0.864 | \n", "10052021 | \n", "
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441 rows × 60 columns
\n", "\n", " | iso_code | \n", "continent | \n", "location | \n", "date | \n", "total_cases | \n", "new_cases | \n", "new_cases_smoothed | \n", "total_deaths | \n", "new_deaths | \n", "new_deaths_smoothed | \n", "total_cases_per_million | \n", "new_cases_per_million | \n", "new_cases_smoothed_per_million | \n", "total_deaths_per_million | \n", "new_deaths_per_million | \n", "new_deaths_smoothed_per_million | \n", "reproduction_rate | \n", "icu_patients | \n", "icu_patients_per_million | \n", "hosp_patients | \n", "hosp_patients_per_million | \n", "weekly_icu_admissions | \n", "weekly_icu_admissions_per_million | \n", "weekly_hosp_admissions | \n", "weekly_hosp_admissions_per_million | \n", "new_tests | \n", "total_tests | \n", "total_tests_per_thousand | \n", "new_tests_per_thousand | \n", "new_tests_smoothed | \n", "new_tests_smoothed_per_thousand | \n", "positive_rate | \n", "tests_per_case | \n", "tests_units | \n", "total_vaccinations | \n", "people_vaccinated | \n", "people_fully_vaccinated | \n", "new_vaccinations | \n", "new_vaccinations_smoothed | \n", "total_vaccinations_per_hundred | \n", "people_vaccinated_per_hundred | \n", "people_fully_vaccinated_per_hundred | \n", "new_vaccinations_smoothed_per_million | \n", "stringency_index | \n", "population | \n", "population_density | \n", "median_age | \n", "aged_65_older | \n", "aged_70_older | \n", "gdp_per_capita | \n", "extreme_poverty | \n", "cardiovasc_death_rate | \n", "diabetes_prevalence | \n", "female_smokers | \n", "male_smokers | \n", "handwashing_facilities | \n", "hospital_beds_per_thousand | \n", "life_expectancy | \n", "human_development_index | \n", "date_num | \n", "
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466 rows × 60 columns
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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17038 | \n", "CHN | \n", "Asia | \n", "China | \n", "2021-05-11 | \n", "102660.0 | \n", "17.0 | \n", "14.286 | \n", "4846.0 | \n", "0.0 | \n", "0.000 | \n", "71.325 | \n", "0.012 | \n", "0.010 | \n", "3.367 | \n", "0.000 | \n", "0.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "342697000.0 | \n", "NaN | \n", "NaN | \n", "9733000.0 | \n", "8300286.0 | \n", "23.81 | \n", "NaN | \n", "NaN | \n", "5767.0 | \n", "NaN | \n", "1.439324e+09 | \n", "147.674 | \n", "38.7 | \n", "10.641 | \n", "5.929 | \n", "15308.712 | \n", "0.7 | \n", "261.899 | \n", "9.74 | \n", "1.9 | \n", "48.4 | \n", "NaN | \n", "4.34 | \n", "76.91 | \n", "0.761 | \n", "11052021 | \n", "
476 rows × 60 columns
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
77330 | \n", "TWN | \n", "Asia | \n", "Taiwan | \n", "2020-01-16 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "4.0 | \n", "4.0 | \n", "0.000 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "people tested | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "8.33 | \n", "23816775.0 | \n", "NaN | \n", "42.2 | \n", "NaN | \n", "8.353 | \n", "NaN | \n", "NaN | \n", "103.957 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "80.46 | \n", "NaN | \n", "16012020 | \n", "
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77333 | \n", "TWN | \n", "Asia | \n", "Taiwan | \n", "2020-01-19 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.0 | \n", "6.0 | \n", "0.000 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "people tested | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "8.33 | \n", "23816775.0 | \n", "NaN | \n", "42.2 | \n", "NaN | \n", "8.353 | \n", "NaN | \n", "NaN | \n", "103.957 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "80.46 | \n", "NaN | \n", "19012020 | \n", "
77334 | \n", "TWN | \n", "Asia | \n", "Taiwan | \n", "2020-01-20 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.0 | \n", "8.0 | \n", "0.000 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "people tested | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "13.89 | \n", "23816775.0 | \n", "NaN | \n", "42.2 | \n", "NaN | \n", "8.353 | \n", "NaN | \n", "NaN | \n", "103.957 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "80.46 | \n", "NaN | \n", "20012020 | \n", "
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77807 | \n", "TWN | \n", "Asia | \n", "Taiwan | \n", "2021-05-07 | \n", "1178.0 | \n", "5.0 | \n", "7.143 | \n", "12.0 | \n", "0.0 | \n", "0.0 | \n", "49.461 | \n", "0.210 | \n", "0.300 | \n", "0.504 | \n", "0.0 | \n", "0.0 | \n", "1.21 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1069.0 | \n", "214706.0 | \n", "9.015 | \n", "0.045 | \n", "910.0 | \n", "0.038 | \n", "0.008 | \n", "127.4 | \n", "people tested | \n", "91002.0 | \n", "NaN | \n", "NaN | \n", "10141.0 | \n", "4731.0 | \n", "0.38 | \n", "NaN | \n", "NaN | \n", "199.0 | \n", "25.00 | \n", "23816775.0 | \n", "NaN | \n", "42.2 | \n", "NaN | \n", "8.353 | \n", "NaN | \n", "NaN | \n", "103.957 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "80.46 | \n", "NaN | \n", "07052021 | \n", "
77808 | \n", "TWN | \n", "Asia | \n", "Taiwan | \n", "2021-05-08 | \n", "1183.0 | \n", "5.0 | \n", "7.286 | \n", "12.0 | \n", "0.0 | \n", "0.0 | \n", "49.671 | \n", "0.210 | \n", "0.306 | \n", "0.504 | \n", "0.0 | \n", "0.0 | \n", "1.20 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "413.0 | \n", "215119.0 | \n", "9.032 | \n", "0.017 | \n", "914.0 | \n", "0.038 | \n", "0.008 | \n", "125.4 | \n", "people tested | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "4780.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "201.0 | \n", "25.00 | \n", "23816775.0 | \n", "NaN | \n", "42.2 | \n", "NaN | \n", "8.353 | \n", "NaN | \n", "NaN | \n", "103.957 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "80.46 | \n", "NaN | \n", "08052021 | \n", "
77809 | \n", "TWN | \n", "Asia | \n", "Taiwan | \n", "2021-05-09 | \n", "1184.0 | \n", "1.0 | \n", "6.714 | \n", "12.0 | \n", "0.0 | \n", "0.0 | \n", "49.713 | \n", "0.042 | \n", "0.282 | \n", "0.504 | \n", "0.0 | \n", "0.0 | \n", "1.20 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "685.0 | \n", "215804.0 | \n", "9.061 | \n", "0.029 | \n", "952.0 | \n", "0.040 | \n", "0.007 | \n", "141.8 | \n", "people tested | \n", "92049.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "4828.0 | \n", "0.39 | \n", "NaN | \n", "NaN | \n", "203.0 | \n", "25.00 | \n", "23816775.0 | \n", "NaN | \n", "42.2 | \n", "NaN | \n", "8.353 | \n", "NaN | \n", "NaN | \n", "103.957 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "80.46 | \n", "NaN | \n", "09052021 | \n", "
77810 | \n", "TWN | \n", "Asia | \n", "Taiwan | \n", "2021-05-10 | \n", "1199.0 | \n", "15.0 | \n", "7.714 | \n", "12.0 | \n", "0.0 | \n", "0.0 | \n", "50.343 | \n", "0.630 | \n", "0.324 | \n", "0.504 | \n", "0.0 | \n", "0.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1241.0 | \n", "217045.0 | \n", "9.113 | \n", "0.052 | \n", "929.0 | \n", "0.039 | \n", "0.008 | \n", "120.4 | \n", "people tested | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "5694.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "239.0 | \n", "25.00 | \n", "23816775.0 | \n", "NaN | \n", "42.2 | \n", "NaN | \n", "8.353 | \n", "NaN | \n", "NaN | \n", "103.957 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "80.46 | \n", "NaN | \n", "10052021 | \n", "
77811 | \n", "TWN | \n", "Asia | \n", "Taiwan | \n", "2021-05-11 | \n", "1210.0 | \n", "11.0 | \n", "8.143 | \n", "12.0 | \n", "0.0 | \n", "0.0 | \n", "50.805 | \n", "0.462 | \n", "0.342 | \n", "0.504 | \n", "0.0 | \n", "0.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "112543.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "6373.0 | \n", "0.47 | \n", "NaN | \n", "NaN | \n", "268.0 | \n", "NaN | \n", "23816775.0 | \n", "NaN | \n", "42.2 | \n", "NaN | \n", "8.353 | \n", "NaN | \n", "NaN | \n", "103.957 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "80.46 | \n", "NaN | \n", "11052021 | \n", "
482 rows × 60 columns
\n", "\n", " | iso_code | \n", "continent | \n", "location | \n", "date | \n", "total_cases | \n", "new_cases | \n", "new_cases_smoothed | \n", "total_deaths | \n", "new_deaths | \n", "new_deaths_smoothed | \n", "total_cases_per_million | \n", "new_cases_per_million | \n", "new_cases_smoothed_per_million | \n", "total_deaths_per_million | \n", "new_deaths_per_million | \n", "new_deaths_smoothed_per_million | \n", "reproduction_rate | \n", "icu_patients | \n", "icu_patients_per_million | \n", "hosp_patients | \n", "hosp_patients_per_million | \n", "weekly_icu_admissions | \n", "weekly_icu_admissions_per_million | \n", "weekly_hosp_admissions | \n", "weekly_hosp_admissions_per_million | \n", "new_tests | \n", "total_tests | \n", "total_tests_per_thousand | \n", "new_tests_per_thousand | \n", "new_tests_smoothed | \n", "new_tests_smoothed_per_thousand | \n", "positive_rate | \n", "tests_per_case | \n", "tests_units | \n", "total_vaccinations | \n", "people_vaccinated | \n", "people_fully_vaccinated | \n", "new_vaccinations | \n", "new_vaccinations_smoothed | \n", "total_vaccinations_per_hundred | \n", "people_vaccinated_per_hundred | \n", "people_fully_vaccinated_per_hundred | \n", "new_vaccinations_smoothed_per_million | \n", "stringency_index | \n", "population | \n", "population_density | \n", "median_age | \n", "aged_65_older | \n", "aged_70_older | \n", "gdp_per_capita | \n", "extreme_poverty | \n", "cardiovasc_death_rate | \n", "diabetes_prevalence | \n", "female_smokers | \n", "male_smokers | \n", "handwashing_facilities | \n", "hospital_beds_per_thousand | \n", "life_expectancy | \n", "human_development_index | \n", "date_num | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40250 | \n", "JPN | \n", "Asia | \n", "Japan | \n", "2020-01-22 | \n", "2.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.016 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.78 | \n", "126476458.0 | \n", "347.778 | \n", "48.2 | \n", "27.049 | \n", "18.493 | \n", "39002.223 | \n", "NaN | \n", "79.37 | \n", "5.72 | \n", "11.2 | \n", "33.7 | \n", "NaN | \n", "13.05 | \n", "84.63 | \n", "0.919 | \n", "22012020 | \n", "
40251 | \n", "JPN | \n", "Asia | \n", "Japan | \n", "2020-01-23 | \n", "2.0 | \n", "0.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.016 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.78 | \n", "126476458.0 | \n", "347.778 | \n", "48.2 | \n", "27.049 | \n", "18.493 | \n", "39002.223 | \n", "NaN | \n", "79.37 | \n", "5.72 | \n", "11.2 | \n", "33.7 | \n", "NaN | \n", "13.05 | \n", "84.63 | \n", "0.919 | \n", "23012020 | \n", "
40252 | \n", "JPN | \n", "Asia | \n", "Japan | \n", "2020-01-24 | \n", "2.0 | \n", "0.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.016 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.78 | \n", "126476458.0 | \n", "347.778 | \n", "48.2 | \n", "27.049 | \n", "18.493 | \n", "39002.223 | \n", "NaN | \n", "79.37 | \n", "5.72 | \n", "11.2 | \n", "33.7 | \n", "NaN | \n", "13.05 | \n", "84.63 | \n", "0.919 | \n", "24012020 | \n", "
40253 | \n", "JPN | \n", "Asia | \n", "Japan | \n", "2020-01-25 | \n", "2.0 | \n", "0.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.016 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.78 | \n", "126476458.0 | \n", "347.778 | \n", "48.2 | \n", "27.049 | \n", "18.493 | \n", "39002.223 | \n", "NaN | \n", "79.37 | \n", "5.72 | \n", "11.2 | \n", "33.7 | \n", "NaN | \n", "13.05 | \n", "84.63 | \n", "0.919 | \n", "25012020 | \n", "
40254 | \n", "JPN | \n", "Asia | \n", "Japan | \n", "2020-01-26 | \n", "4.0 | \n", "2.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.032 | \n", "0.016 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.78 | \n", "126476458.0 | \n", "347.778 | \n", "48.2 | \n", "27.049 | \n", "18.493 | \n", "39002.223 | \n", "NaN | \n", "79.37 | \n", "5.72 | \n", "11.2 | \n", "33.7 | \n", "NaN | \n", "13.05 | \n", "84.63 | \n", "0.919 | \n", "26012020 | \n", "
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40721 | \n", "JPN | \n", "Asia | \n", "Japan | \n", "2021-05-07 | \n", "628319.0 | \n", "6046.0 | \n", "5007.857 | \n", "10712.0 | \n", "146.0 | \n", "73.286 | \n", "4967.873 | \n", "47.803 | \n", "39.595 | \n", "84.696 | \n", "1.154 | \n", "0.579 | \n", "1.09 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "109758.0 | \n", "11662329.0 | \n", "92.209 | \n", "0.868 | \n", "63272.0 | \n", "0.500 | \n", "0.079 | \n", "12.6 | \n", "people tested | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "104216.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "824.0 | \n", "49.07 | \n", "126476458.0 | \n", "347.778 | \n", "48.2 | \n", "27.049 | \n", "18.493 | \n", "39002.223 | \n", "NaN | \n", "79.37 | \n", "5.72 | \n", "11.2 | \n", "33.7 | \n", "NaN | \n", "13.05 | \n", "84.63 | \n", "0.919 | \n", "07052021 | \n", "
40722 | \n", "JPN | \n", "Asia | \n", "Japan | \n", "2021-05-08 | \n", "635568.0 | \n", "7249.0 | \n", "5187.857 | \n", "10796.0 | \n", "84.0 | \n", "73.571 | \n", "5025.188 | \n", "57.315 | \n", "41.018 | \n", "85.360 | \n", "0.664 | \n", "0.582 | \n", "1.14 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "71001.0 | \n", "11733330.0 | \n", "92.771 | \n", "0.561 | \n", "63654.0 | \n", "0.503 | \n", "0.082 | \n", "12.3 | \n", "people tested | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "107325.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "849.0 | \n", "NaN | \n", "126476458.0 | \n", "347.778 | \n", "48.2 | \n", "27.049 | \n", "18.493 | \n", "39002.223 | \n", "NaN | \n", "79.37 | \n", "5.72 | \n", "11.2 | \n", "33.7 | \n", "NaN | \n", "13.05 | \n", "84.63 | \n", "0.919 | \n", "08052021 | \n", "
40723 | \n", "JPN | \n", "Asia | \n", "Japan | \n", "2021-05-09 | \n", "642146.0 | \n", "6578.0 | \n", "5285.143 | \n", "10860.0 | \n", "64.0 | \n", "74.000 | \n", "5077.198 | \n", "52.010 | \n", "41.788 | \n", "85.866 | \n", "0.506 | \n", "0.585 | \n", "1.16 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "41338.0 | \n", "11774668.0 | \n", "93.098 | \n", "0.327 | \n", "64386.0 | \n", "0.509 | \n", "0.082 | \n", "12.2 | \n", "people tested | \n", "4436325.0 | \n", "3277886.0 | \n", "1158439.0 | \n", "NaN | \n", "110435.0 | \n", "3.51 | \n", "2.59 | \n", "0.92 | \n", "873.0 | \n", "NaN | \n", "126476458.0 | \n", "347.778 | \n", "48.2 | \n", "27.049 | \n", "18.493 | \n", "39002.223 | \n", "NaN | \n", "79.37 | \n", "5.72 | \n", "11.2 | \n", "33.7 | \n", "NaN | \n", "13.05 | \n", "84.63 | \n", "0.919 | \n", "09052021 | \n", "
40724 | \n", "JPN | \n", "Asia | \n", "Japan | \n", "2021-05-10 | \n", "647003.0 | \n", "4857.0 | \n", "5339.714 | \n", "10931.0 | \n", "71.0 | \n", "77.143 | \n", "5115.600 | \n", "38.402 | \n", "42.219 | \n", "86.427 | \n", "0.561 | \n", "0.610 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "130677.0 | \n", "11905345.0 | \n", "94.131 | \n", "1.033 | \n", "76742.0 | \n", "0.607 | \n", "0.070 | \n", "14.4 | \n", "people tested | \n", "4734029.0 | \n", "3500968.0 | \n", "1233061.0 | \n", "297704.0 | \n", "144699.0 | \n", "3.74 | \n", "2.77 | \n", "0.97 | \n", "1144.0 | \n", "NaN | \n", "126476458.0 | \n", "347.778 | \n", "48.2 | \n", "27.049 | \n", "18.493 | \n", "39002.223 | \n", "NaN | \n", "79.37 | \n", "5.72 | \n", "11.2 | \n", "33.7 | \n", "NaN | \n", "13.05 | \n", "84.63 | \n", "0.919 | \n", "10052021 | \n", "
40725 | \n", "JPN | \n", "Asia | \n", "Japan | \n", "2021-05-11 | \n", "653363.0 | \n", "6360.0 | \n", "5648.714 | \n", "11045.0 | \n", "114.0 | \n", "86.286 | \n", "5165.886 | \n", "50.286 | \n", "44.662 | \n", "87.329 | \n", "0.901 | \n", "0.682 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "4994028.0 | \n", "3674147.0 | \n", "1319881.0 | \n", "259999.0 | \n", "173577.0 | \n", "3.95 | \n", "2.91 | \n", "1.04 | \n", "1372.0 | \n", "NaN | \n", "126476458.0 | \n", "347.778 | \n", "48.2 | \n", "27.049 | \n", "18.493 | \n", "39002.223 | \n", "NaN | \n", "79.37 | \n", "5.72 | \n", "11.2 | \n", "33.7 | \n", "NaN | \n", "13.05 | \n", "84.63 | \n", "0.919 | \n", "11052021 | \n", "
476 rows × 60 columns
\n", "\n", " | iso_code | \n", "continent | \n", "location | \n", "date | \n", "total_cases | \n", "new_cases | \n", "new_cases_smoothed | \n", "total_deaths | \n", "new_deaths | \n", "new_deaths_smoothed | \n", "total_cases_per_million | \n", "new_cases_per_million | \n", "new_cases_smoothed_per_million | \n", "total_deaths_per_million | \n", "new_deaths_per_million | \n", "new_deaths_smoothed_per_million | \n", "reproduction_rate | \n", "icu_patients | \n", "icu_patients_per_million | \n", "hosp_patients | \n", "hosp_patients_per_million | \n", "weekly_icu_admissions | \n", "weekly_icu_admissions_per_million | \n", "weekly_hosp_admissions | \n", "weekly_hosp_admissions_per_million | \n", "new_tests | \n", "total_tests | \n", "total_tests_per_thousand | \n", "new_tests_per_thousand | \n", "new_tests_smoothed | \n", "new_tests_smoothed_per_thousand | \n", "positive_rate | \n", "tests_per_case | \n", "tests_units | \n", "total_vaccinations | \n", "people_vaccinated | \n", "people_fully_vaccinated | \n", "new_vaccinations | \n", "new_vaccinations_smoothed | \n", "total_vaccinations_per_hundred | \n", "people_vaccinated_per_hundred | \n", "people_fully_vaccinated_per_hundred | \n", "new_vaccinations_smoothed_per_million | \n", "stringency_index | \n", "population | \n", "population_density | \n", "median_age | \n", "aged_65_older | \n", "aged_70_older | \n", "gdp_per_capita | \n", "extreme_poverty | \n", "cardiovasc_death_rate | \n", "diabetes_prevalence | \n", "female_smokers | \n", "male_smokers | \n", "handwashing_facilities | \n", "hospital_beds_per_thousand | \n", "life_expectancy | \n", "human_development_index | \n", "date_num | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
56073 | \n", "NZL | \n", "Oceania | \n", "New Zealand | \n", "2020-02-28 | \n", "1.0 | \n", "1.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.207 | \n", "0.207 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "19.44 | \n", "4822233.0 | \n", "18.206 | \n", "37.9 | \n", "15.322 | \n", "9.72 | \n", "36085.843 | \n", "NaN | \n", "128.797 | \n", "8.08 | \n", "14.8 | \n", "17.2 | \n", "NaN | \n", "2.61 | \n", "82.29 | \n", "0.931 | \n", "28022020 | \n", "
56074 | \n", "NZL | \n", "Oceania | \n", "New Zealand | \n", "2020-02-29 | \n", "1.0 | \n", "0.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.207 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "19.44 | \n", "4822233.0 | \n", "18.206 | \n", "37.9 | \n", "15.322 | \n", "9.72 | \n", "36085.843 | \n", "NaN | \n", "128.797 | \n", "8.08 | \n", "14.8 | \n", "17.2 | \n", "NaN | \n", "2.61 | \n", "82.29 | \n", "0.931 | \n", "29022020 | \n", "
56075 | \n", "NZL | \n", "Oceania | \n", "New Zealand | \n", "2020-03-01 | \n", "1.0 | \n", "0.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.207 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "225.0 | \n", "0.047 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "tests performed | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "19.44 | \n", "4822233.0 | \n", "18.206 | \n", "37.9 | \n", "15.322 | \n", "9.72 | \n", "36085.843 | \n", "NaN | \n", "128.797 | \n", "8.08 | \n", "14.8 | \n", "17.2 | \n", "NaN | \n", "2.61 | \n", "82.29 | \n", "0.931 | \n", "01032020 | \n", "
56076 | \n", "NZL | \n", "Oceania | \n", "New Zealand | \n", "2020-03-02 | \n", "1.0 | \n", "0.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.207 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "29.0 | \n", "254.0 | \n", "0.053 | \n", "0.006 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "tests performed | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "19.44 | \n", "4822233.0 | \n", "18.206 | \n", "37.9 | \n", "15.322 | \n", "9.72 | \n", "36085.843 | \n", "NaN | \n", "128.797 | \n", "8.08 | \n", "14.8 | \n", "17.2 | \n", "NaN | \n", "2.61 | \n", "82.29 | \n", "0.931 | \n", "02032020 | \n", "
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439 rows × 60 columns
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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5060 | \n", "AUS | \n", "Oceania | \n", "Australia | \n", "2021-05-08 | \n", "29922.0 | \n", "16.0 | \n", "14.000 | \n", "910.0 | \n", "0.0 | \n", "0.0 | \n", "1173.417 | \n", "0.627 | \n", "0.549 | \n", "35.686 | \n", "0.0 | \n", "0.0 | \n", "0.87 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "43439.0 | \n", "1.703 | \n", "0.0 | \n", "3102.8 | \n", "tests performed | \n", "2627725.0 | \n", "NaN | \n", "NaN | \n", "73194.0 | \n", "56126.0 | \n", "10.30 | \n", "NaN | \n", "NaN | \n", "2201.0 | \n", "NaN | \n", "25499881.0 | \n", "3.202 | \n", "37.9 | \n", "15.504 | \n", "10.129 | \n", "44648.71 | \n", "0.5 | \n", "107.791 | \n", "5.07 | \n", "13.0 | \n", "16.5 | \n", "NaN | \n", "3.84 | \n", "83.44 | \n", "0.944 | \n", "08052021 | \n", "
5061 | \n", "AUS | \n", "Oceania | \n", "Australia | \n", "2021-05-09 | \n", "29931.0 | \n", "9.0 | \n", "13.286 | \n", "910.0 | \n", "0.0 | \n", "0.0 | \n", "1173.770 | \n", "0.353 | \n", "0.521 | \n", "35.686 | \n", "0.0 | \n", "0.0 | \n", "0.86 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "17221109.0 | \n", "675.341 | \n", "NaN | \n", "44851.0 | \n", "1.759 | \n", "0.0 | \n", "3375.8 | \n", "tests performed | \n", "2654338.0 | \n", "NaN | \n", "NaN | \n", "26613.0 | \n", "57181.0 | \n", "10.41 | \n", "NaN | \n", "NaN | \n", "2242.0 | \n", "NaN | \n", "25499881.0 | \n", "3.202 | \n", "37.9 | \n", "15.504 | \n", "10.129 | \n", "44648.71 | \n", "0.5 | \n", "107.791 | \n", "5.07 | \n", "13.0 | \n", "16.5 | \n", "NaN | \n", "3.84 | \n", "83.44 | \n", "0.944 | \n", "09052021 | \n", "
5062 | \n", "AUS | \n", "Oceania | \n", "Australia | \n", "2021-05-10 | \n", "29938.0 | \n", "7.0 | \n", "12.571 | \n", "910.0 | \n", "0.0 | \n", "0.0 | \n", "1174.045 | \n", "0.275 | \n", "0.493 | \n", "35.686 | \n", "0.0 | \n", "0.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "38739.0 | \n", "17259848.0 | \n", "676.860 | \n", "1.519 | \n", "44805.0 | \n", "1.757 | \n", "0.0 | \n", "3564.2 | \n", "tests performed | \n", "2663221.0 | \n", "NaN | \n", "NaN | \n", "8883.0 | \n", "57515.0 | \n", "10.44 | \n", "NaN | \n", "NaN | \n", "2256.0 | \n", "NaN | \n", "25499881.0 | \n", "3.202 | \n", "37.9 | \n", "15.504 | \n", "10.129 | \n", "44648.71 | \n", "0.5 | \n", "107.791 | \n", "5.07 | \n", "13.0 | \n", "16.5 | \n", "NaN | \n", "3.84 | \n", "83.44 | \n", "0.944 | \n", "10052021 | \n", "
5063 | \n", "AUS | \n", "Oceania | \n", "Australia | \n", "2021-05-11 | \n", "29946.0 | \n", "8.0 | \n", "11.571 | \n", "910.0 | \n", "0.0 | \n", "0.0 | \n", "1174.358 | \n", "0.314 | \n", "0.454 | \n", "35.686 | \n", "0.0 | \n", "0.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2736107.0 | \n", "NaN | \n", "NaN | \n", "72886.0 | \n", "59877.0 | \n", "10.73 | \n", "NaN | \n", "NaN | \n", "2348.0 | \n", "NaN | \n", "25499881.0 | \n", "3.202 | \n", "37.9 | \n", "15.504 | \n", "10.129 | \n", "44648.71 | \n", "0.5 | \n", "107.791 | \n", "5.07 | \n", "13.0 | \n", "16.5 | \n", "NaN | \n", "3.84 | \n", "83.44 | \n", "0.944 | \n", "11052021 | \n", "
472 rows × 60 columns
\n", "\n", " | iso_code | \n", "continent | \n", "location | \n", "date | \n", "total_cases | \n", "new_cases | \n", "new_cases_smoothed | \n", "total_deaths | \n", "new_deaths | \n", "new_deaths_smoothed | \n", "total_cases_per_million | \n", "new_cases_per_million | \n", "new_cases_smoothed_per_million | \n", "total_deaths_per_million | \n", "new_deaths_per_million | \n", "new_deaths_smoothed_per_million | \n", "reproduction_rate | \n", "icu_patients | \n", "icu_patients_per_million | \n", "hosp_patients | \n", "hosp_patients_per_million | \n", "weekly_icu_admissions | \n", "weekly_icu_admissions_per_million | \n", "weekly_hosp_admissions | \n", "weekly_hosp_admissions_per_million | \n", "new_tests | \n", "total_tests | \n", "total_tests_per_thousand | \n", "new_tests_per_thousand | \n", "new_tests_smoothed | \n", "new_tests_smoothed_per_thousand | \n", "positive_rate | \n", "tests_per_case | \n", "tests_units | \n", "total_vaccinations | \n", "people_vaccinated | \n", "people_fully_vaccinated | \n", "new_vaccinations | \n", "new_vaccinations_smoothed | \n", "total_vaccinations_per_hundred | \n", "people_vaccinated_per_hundred | \n", "people_fully_vaccinated_per_hundred | \n", "new_vaccinations_smoothed_per_million | \n", "stringency_index | \n", "population | \n", "population_density | \n", "median_age | \n", "aged_65_older | \n", "aged_70_older | \n", "gdp_per_capita | \n", "extreme_poverty | \n", "cardiovasc_death_rate | \n", "diabetes_prevalence | \n", "female_smokers | \n", "male_smokers | \n", "handwashing_facilities | \n", "hospital_beds_per_thousand | \n", "life_expectancy | \n", "human_development_index | \n", "date_num | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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72436 | \n", "ZAF | \n", "Africa | \n", "South Africa | \n", "2020-02-08 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "people tested | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.78 | \n", "59308690.0 | \n", "46.754 | \n", "27.3 | \n", "5.344 | \n", "3.053 | \n", "12294.876 | \n", "18.9 | \n", "200.38 | \n", "5.52 | \n", "8.1 | \n", "33.2 | \n", "43.993 | \n", "2.32 | \n", "64.13 | \n", "0.709 | \n", "08022020 | \n", "
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72438 | \n", "ZAF | \n", "Africa | \n", "South Africa | \n", "2020-02-10 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "people tested | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.78 | \n", "59308690.0 | \n", "46.754 | \n", "27.3 | \n", "5.344 | \n", "3.053 | \n", "12294.876 | \n", "18.9 | \n", "200.38 | \n", "5.52 | \n", "8.1 | \n", "33.2 | \n", "43.993 | \n", "2.32 | \n", "64.13 | \n", "0.709 | \n", "10022020 | \n", "
72439 | \n", "ZAF | \n", "Africa | \n", "South Africa | \n", "2020-02-11 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "61.0 | \n", "0.001 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "people tested | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.78 | \n", "59308690.0 | \n", "46.754 | \n", "27.3 | \n", "5.344 | \n", "3.053 | \n", "12294.876 | \n", "18.9 | \n", "200.38 | \n", "5.52 | \n", "8.1 | \n", "33.2 | \n", "43.993 | \n", "2.32 | \n", "64.13 | \n", "0.709 | \n", "11022020 | \n", "
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72890 | \n", "ZAF | \n", "Africa | \n", "South Africa | \n", "2021-05-07 | \n", "1592626.0 | \n", "2256.0 | \n", "1630.857 | \n", "54687.0 | \n", "67.0 | \n", "48.143 | \n", "26853.164 | \n", "38.038 | \n", "27.498 | \n", "922.074 | \n", "1.130 | \n", "0.812 | \n", "1.29 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "25934.0 | \n", "10831738.0 | \n", "182.633 | \n", "0.437 | \n", "25267.0 | \n", "0.426 | \n", "0.065 | \n", "15.5 | \n", "people tested | \n", "381171.0 | \n", "381171.0 | \n", "381171.0 | \n", "NaN | \n", "9074.0 | \n", "0.64 | \n", "0.64 | \n", "0.64 | \n", "153.0 | \n", "43.52 | \n", "59308690.0 | \n", "46.754 | \n", "27.3 | \n", "5.344 | \n", "3.053 | \n", "12294.876 | \n", "18.9 | \n", "200.38 | \n", "5.52 | \n", "8.1 | \n", "33.2 | \n", "43.993 | \n", "2.32 | \n", "64.13 | \n", "0.709 | \n", "07052021 | \n", "
72891 | \n", "ZAF | \n", "Africa | \n", "South Africa | \n", "2021-05-08 | \n", "1592626.0 | \n", "0.0 | \n", "1397.714 | \n", "54687.0 | \n", "0.0 | \n", "40.143 | \n", "26853.164 | \n", "0.000 | \n", "23.567 | \n", "922.074 | \n", "0.000 | \n", "0.677 | \n", "1.32 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "29873.0 | \n", "10861611.0 | \n", "183.137 | \n", "0.504 | \n", "25541.0 | \n", "0.431 | \n", "0.055 | \n", "18.3 | \n", "people tested | \n", "382480.0 | \n", "382480.0 | \n", "382480.0 | \n", "1309.0 | \n", "9116.0 | \n", "0.64 | \n", "0.64 | \n", "0.64 | \n", "154.0 | \n", "43.52 | \n", "59308690.0 | \n", "46.754 | \n", "27.3 | \n", "5.344 | \n", "3.053 | \n", "12294.876 | \n", "18.9 | \n", "200.38 | \n", "5.52 | \n", "8.1 | \n", "33.2 | \n", "43.993 | \n", "2.32 | \n", "64.13 | \n", "0.709 | \n", "08052021 | \n", "
72892 | \n", "ZAF | \n", "Africa | \n", "South Africa | \n", "2021-05-09 | \n", "1596595.0 | \n", "3969.0 | \n", "1790.143 | \n", "54735.0 | \n", "48.0 | \n", "45.429 | \n", "26920.085 | \n", "66.921 | \n", "30.183 | \n", "922.883 | \n", "0.809 | \n", "0.766 | \n", "1.46 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "26098.0 | \n", "10887709.0 | \n", "183.577 | \n", "0.440 | \n", "26955.0 | \n", "0.454 | \n", "0.066 | \n", "15.1 | \n", "people tested | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "9282.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "157.0 | \n", "43.52 | \n", "59308690.0 | \n", "46.754 | \n", "27.3 | \n", "5.344 | \n", "3.053 | \n", "12294.876 | \n", "18.9 | \n", "200.38 | \n", "5.52 | \n", "8.1 | \n", "33.2 | \n", "43.993 | \n", "2.32 | \n", "64.13 | \n", "0.709 | \n", "09052021 | \n", "
72893 | \n", "ZAF | \n", "Africa | \n", "South Africa | \n", "2021-05-10 | \n", "1597724.0 | \n", "1129.0 | \n", "1823.286 | \n", "54825.0 | \n", "90.0 | \n", "53.286 | \n", "26939.121 | \n", "19.036 | \n", "30.742 | \n", "924.401 | \n", "1.517 | \n", "0.898 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "18311.0 | \n", "10906020.0 | \n", "183.886 | \n", "0.309 | \n", "27178.0 | \n", "0.458 | \n", "0.067 | \n", "14.9 | \n", "people tested | \n", "395230.0 | \n", "395230.0 | \n", "395230.0 | \n", "NaN | \n", "9447.0 | \n", "0.67 | \n", "0.67 | \n", "0.67 | \n", "159.0 | \n", "43.52 | \n", "59308690.0 | \n", "46.754 | \n", "27.3 | \n", "5.344 | \n", "3.053 | \n", "12294.876 | \n", "18.9 | \n", "200.38 | \n", "5.52 | \n", "8.1 | \n", "33.2 | \n", "43.993 | \n", "2.32 | \n", "64.13 | \n", "0.709 | \n", "10052021 | \n", "
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460 rows × 60 columns
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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57351 | \n", "NGA | \n", "Africa | \n", "Nigeria | \n", "2020-03-01 | \n", "1.0 | \n", "0.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.005 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "11.11 | \n", "206139587.0 | \n", "209.588 | \n", "18.1 | \n", "2.751 | \n", "1.447 | \n", "5338.454 | \n", "NaN | \n", "181.013 | \n", "2.42 | \n", "0.6 | \n", "10.8 | \n", "41.949 | \n", "NaN | \n", "54.69 | \n", "0.539 | \n", "01032020 | \n", "
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57353 | \n", "NGA | \n", "Africa | \n", "Nigeria | \n", "2020-03-03 | \n", "1.0 | \n", "0.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.005 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "11.11 | \n", "206139587.0 | \n", "209.588 | \n", "18.1 | \n", "2.751 | \n", "1.447 | \n", "5338.454 | \n", "NaN | \n", "181.013 | \n", "2.42 | \n", "0.6 | \n", "10.8 | \n", "41.949 | \n", "NaN | \n", "54.69 | \n", "0.539 | \n", "03032020 | \n", "
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57783 | \n", "NGA | \n", "Africa | \n", "Nigeria | \n", "2021-05-07 | \n", "165340.0 | \n", "39.0 | \n", "32.857 | \n", "2065.0 | \n", "0.0 | \n", "0.286 | \n", "802.078 | \n", "0.189 | \n", "0.159 | \n", "10.017 | \n", "0.0 | \n", "0.001 | \n", "0.80 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "4752.0 | \n", "0.023 | \n", "0.007 | \n", "144.6 | \n", "samples tested | \n", "1615787.0 | \n", "1615787.0 | \n", "NaN | \n", "326014.0 | \n", "57694.0 | \n", "0.78 | \n", "0.78 | \n", "NaN | \n", "280.0 | \n", "47.22 | \n", "206139587.0 | \n", "209.588 | \n", "18.1 | \n", "2.751 | \n", "1.447 | \n", "5338.454 | \n", "NaN | \n", "181.013 | \n", "2.42 | \n", "0.6 | \n", "10.8 | \n", "41.949 | \n", "NaN | \n", "54.69 | \n", "0.539 | \n", "07052021 | \n", "
57784 | \n", "NGA | \n", "Africa | \n", "Nigeria | \n", "2021-05-08 | \n", "165370.0 | \n", "30.0 | \n", "37.143 | \n", "2065.0 | \n", "0.0 | \n", "0.286 | \n", "802.223 | \n", "0.146 | \n", "0.180 | \n", "10.017 | \n", "0.0 | \n", "0.001 | \n", "0.82 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "4993.0 | \n", "0.024 | \n", "0.007 | \n", "134.4 | \n", "samples tested | \n", "1653292.0 | \n", "1653292.0 | \n", "NaN | \n", "37505.0 | \n", "61598.0 | \n", "0.80 | \n", "0.80 | \n", "NaN | \n", "299.0 | \n", "47.22 | \n", "206139587.0 | \n", "209.588 | \n", "18.1 | \n", "2.751 | \n", "1.447 | \n", "5338.454 | \n", "NaN | \n", "181.013 | \n", "2.42 | \n", "0.6 | \n", "10.8 | \n", "41.949 | \n", "NaN | \n", "54.69 | \n", "0.539 | \n", "08052021 | \n", "
57785 | \n", "NGA | \n", "Africa | \n", "Nigeria | \n", "2021-05-09 | \n", "165419.0 | \n", "49.0 | \n", "38.000 | \n", "2065.0 | \n", "0.0 | \n", "0.286 | \n", "802.461 | \n", "0.238 | \n", "0.184 | \n", "10.017 | \n", "0.0 | \n", "0.001 | \n", "0.83 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "5233.0 | \n", "0.025 | \n", "0.007 | \n", "137.7 | \n", "samples tested | \n", "1665698.0 | \n", "1665698.0 | \n", "NaN | \n", "12406.0 | \n", "62281.0 | \n", "0.81 | \n", "0.81 | \n", "NaN | \n", "302.0 | \n", "47.22 | \n", "206139587.0 | \n", "209.588 | \n", "18.1 | \n", "2.751 | \n", "1.447 | \n", "5338.454 | \n", "NaN | \n", "181.013 | \n", "2.42 | \n", "0.6 | \n", "10.8 | \n", "41.949 | \n", "NaN | \n", "54.69 | \n", "0.539 | \n", "09052021 | \n", "
57786 | \n", "NGA | \n", "Africa | \n", "Nigeria | \n", "2021-05-10 | \n", "165468.0 | \n", "49.0 | \n", "38.429 | \n", "2065.0 | \n", "0.0 | \n", "0.286 | \n", "802.699 | \n", "0.238 | \n", "0.186 | \n", "10.017 | \n", "0.0 | \n", "0.001 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1977479.0 | \n", "9.593 | \n", "NaN | \n", "5473.0 | \n", "0.027 | \n", "0.007 | \n", "142.4 | \n", "samples tested | \n", "1697243.0 | \n", "1697243.0 | \n", "NaN | \n", "31545.0 | \n", "65775.0 | \n", "0.82 | \n", "0.82 | \n", "NaN | \n", "319.0 | \n", "47.22 | \n", "206139587.0 | \n", "209.588 | \n", "18.1 | \n", "2.751 | \n", "1.447 | \n", "5338.454 | \n", "NaN | \n", "181.013 | \n", "2.42 | \n", "0.6 | \n", "10.8 | \n", "41.949 | \n", "NaN | \n", "54.69 | \n", "0.539 | \n", "10052021 | \n", "
57787 | \n", "NGA | \n", "Africa | \n", "Nigeria | \n", "2021-05-11 | \n", "165515.0 | \n", "47.0 | \n", "42.857 | \n", "2065.0 | \n", "0.0 | \n", "0.286 | \n", "802.927 | \n", "0.228 | \n", "0.208 | \n", "10.017 | \n", "0.0 | \n", "0.001 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1713306.0 | \n", "1713306.0 | \n", "NaN | \n", "16063.0 | \n", "66637.0 | \n", "0.83 | \n", "0.83 | \n", "NaN | \n", "323.0 | \n", "NaN | \n", "206139587.0 | \n", "209.588 | \n", "18.1 | \n", "2.751 | \n", "1.447 | \n", "5338.454 | \n", "NaN | \n", "181.013 | \n", "2.42 | \n", "0.6 | \n", "10.8 | \n", "41.949 | \n", "NaN | \n", "54.69 | \n", "0.539 | \n", "11052021 | \n", "
439 rows × 60 columns
\n", "\n", " | iso_code | \n", "continent | \n", "location | \n", "date | \n", "total_cases | \n", "new_cases | \n", "new_cases_smoothed | \n", "total_deaths | \n", "new_deaths | \n", "new_deaths_smoothed | \n", "total_cases_per_million | \n", "new_cases_per_million | \n", "new_cases_smoothed_per_million | \n", "total_deaths_per_million | \n", "new_deaths_per_million | \n", "new_deaths_smoothed_per_million | \n", "reproduction_rate | \n", "icu_patients | \n", "icu_patients_per_million | \n", "hosp_patients | \n", "hosp_patients_per_million | \n", "weekly_icu_admissions | \n", "weekly_icu_admissions_per_million | \n", "weekly_hosp_admissions | \n", "weekly_hosp_admissions_per_million | \n", "new_tests | \n", "total_tests | \n", "total_tests_per_thousand | \n", "new_tests_per_thousand | \n", "new_tests_smoothed | \n", "new_tests_smoothed_per_thousand | \n", "positive_rate | \n", "tests_per_case | \n", "tests_units | \n", "total_vaccinations | \n", "people_vaccinated | \n", "people_fully_vaccinated | \n", "new_vaccinations | \n", "new_vaccinations_smoothed | \n", "total_vaccinations_per_hundred | \n", "people_vaccinated_per_hundred | \n", "people_fully_vaccinated_per_hundred | \n", "new_vaccinations_smoothed_per_million | \n", "stringency_index | \n", "population | \n", "population_density | \n", "median_age | \n", "aged_65_older | \n", "aged_70_older | \n", "gdp_per_capita | \n", "extreme_poverty | \n", "cardiovasc_death_rate | \n", "diabetes_prevalence | \n", "female_smokers | \n", "male_smokers | \n", "handwashing_facilities | \n", "hospital_beds_per_thousand | \n", "life_expectancy | \n", "human_development_index | \n", "date_num | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
76006 | \n", "SWE | \n", "Europe | \n", "Sweden | \n", "2020-02-01 | \n", "1.0 | \n", "1.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.099 | \n", "0.099 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "0.00 | \n", "10099270.0 | \n", "24.718 | \n", "41.0 | \n", "19.985 | \n", "13.433 | \n", "46949.283 | \n", "0.5 | \n", "133.982 | \n", "4.79 | \n", "18.8 | \n", "18.9 | \n", "NaN | \n", "2.22 | \n", "82.8 | \n", "0.945 | \n", "01022020 | \n", "
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466 rows × 60 columns
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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83142 | \n", "GBR | \n", "Europe | \n", "United Kingdom | \n", "2021-05-11 | \n", "4455446.0 | \n", "2490.0 | \n", "2279.571 | \n", "127890.0 | \n", "20.0 | \n", "12.429 | \n", "65631.290 | \n", "36.679 | \n", "33.579 | \n", "1883.893 | \n", "0.295 | \n", "0.183 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "67886004.0 | \n", "272.898 | \n", "40.8 | \n", "18.517 | \n", "12.527 | \n", "39753.244 | \n", "0.2 | \n", "122.137 | \n", "4.28 | \n", "20.0 | \n", "24.7 | \n", "NaN | \n", "2.54 | \n", "81.32 | \n", "0.932 | \n", "11052021 | \n", "
439 rows × 60 columns
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
83180 | \n", "USA | \n", "North America | \n", "United States | \n", "2020-02-28 | \n", "17.0 | \n", "0.0 | \n", "0.143 | \n", "NaN | \n", "NaN | \n", "0.000 | \n", "0.051 | \n", "0.000 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "5.56 | \n", "331002647.0 | \n", "35.608 | \n", "38.3 | \n", "15.413 | \n", "9.732 | \n", "54225.446 | \n", "1.2 | \n", "151.089 | \n", "10.79 | \n", "19.1 | \n", "24.6 | \n", "NaN | \n", "2.77 | \n", "78.86 | \n", "0.926 | \n", "28022020 | \n", "
83181 | \n", "USA | \n", "North America | \n", "United States | \n", "2020-02-29 | \n", "25.0 | \n", "8.0 | \n", "1.286 | \n", "1.0 | \n", "1.0 | \n", "0.143 | \n", "0.076 | \n", "0.024 | \n", "0.004 | \n", "0.003 | \n", "0.003 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "5.56 | \n", "331002647.0 | \n", "35.608 | \n", "38.3 | \n", "15.413 | \n", "9.732 | \n", "54225.446 | \n", "1.2 | \n", "151.089 | \n", "10.79 | \n", "19.1 | \n", "24.6 | \n", "NaN | \n", "2.77 | \n", "78.86 | \n", "0.926 | \n", "29022020 | \n", "
83182 | \n", "USA | \n", "North America | \n", "United States | \n", "2020-03-01 | \n", "32.0 | \n", "7.0 | \n", "2.286 | \n", "1.0 | \n", "0.0 | \n", "0.143 | \n", "0.097 | \n", "0.021 | \n", "0.007 | \n", "0.003 | \n", "0.000 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "346.0 | \n", "346.0 | \n", "0.001 | \n", "0.001 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "tests performed | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "8.33 | \n", "331002647.0 | \n", "35.608 | \n", "38.3 | \n", "15.413 | \n", "9.732 | \n", "54225.446 | \n", "1.2 | \n", "151.089 | \n", "10.79 | \n", "19.1 | \n", "24.6 | \n", "NaN | \n", "2.77 | \n", "78.86 | \n", "0.926 | \n", "01032020 | \n", "
83183 | \n", "USA | \n", "North America | \n", "United States | \n", "2020-03-02 | \n", "55.0 | \n", "23.0 | \n", "5.571 | \n", "6.0 | \n", "5.0 | \n", "0.857 | \n", "0.166 | \n", "0.069 | \n", "0.017 | \n", "0.018 | \n", "0.015 | \n", "0.003 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "503.0 | \n", "849.0 | \n", "0.003 | \n", "0.002 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "tests performed | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "11.11 | \n", "331002647.0 | \n", "35.608 | \n", "38.3 | \n", "15.413 | \n", "9.732 | \n", "54225.446 | \n", "1.2 | \n", "151.089 | \n", "10.79 | \n", "19.1 | \n", "24.6 | \n", "NaN | \n", "2.77 | \n", "78.86 | \n", "0.926 | \n", "02032020 | \n", "
83184 | \n", "USA | \n", "North America | \n", "United States | \n", "2020-03-03 | \n", "74.0 | \n", "19.0 | \n", "8.286 | \n", "7.0 | \n", "1.0 | \n", "1.000 | \n", "0.224 | \n", "0.057 | \n", "0.025 | \n", "0.021 | \n", "0.003 | \n", "0.003 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "609.0 | \n", "1458.0 | \n", "0.004 | \n", "0.002 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "tests performed | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "11.11 | \n", "331002647.0 | \n", "35.608 | \n", "38.3 | \n", "15.413 | \n", "9.732 | \n", "54225.446 | \n", "1.2 | \n", "151.089 | \n", "10.79 | \n", "19.1 | \n", "24.6 | \n", "NaN | \n", "2.77 | \n", "78.86 | \n", "0.926 | \n", "03032020 | \n", "
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83614 | \n", "USA | \n", "North America | \n", "United States | \n", "2021-05-07 | \n", "32652472.0 | \n", "47289.0 | \n", "43643.000 | \n", "580901.0 | \n", "753.0 | \n", "671.857 | \n", "98647.163 | \n", "142.866 | \n", "131.851 | \n", "1754.974 | \n", "2.275 | \n", "2.030 | \n", "0.83 | \n", "8624.0 | \n", "26.054 | \n", "31834.0 | \n", "96.174 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "723019.0 | \n", "426539890.0 | \n", "1288.630 | \n", "2.184 | \n", "864103.0 | \n", "2.611 | \n", "0.05 | \n", "20.0 | \n", "tests performed | \n", "254779333.0 | \n", "150416559.0 | \n", "110874920.0 | \n", "2805581.0 | \n", "2088522.0 | \n", "76.18 | \n", "44.98 | \n", "33.15 | \n", "6245.0 | \n", "56.94 | \n", "331002647.0 | \n", "35.608 | \n", "38.3 | \n", "15.413 | \n", "9.732 | \n", "54225.446 | \n", "1.2 | \n", "151.089 | \n", "10.79 | \n", "19.1 | \n", "24.6 | \n", "NaN | \n", "2.77 | \n", "78.86 | \n", "0.926 | \n", "07052021 | \n", "
83615 | \n", "USA | \n", "North America | \n", "United States | \n", "2021-05-08 | \n", "32686965.0 | \n", "34493.0 | \n", "42098.714 | \n", "581516.0 | \n", "615.0 | \n", "659.143 | \n", "98751.370 | \n", "104.208 | \n", "127.185 | \n", "1756.832 | \n", "1.858 | \n", "1.991 | \n", "0.82 | \n", "8607.0 | \n", "26.003 | \n", "31781.0 | \n", "96.014 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "257347205.0 | \n", "151315505.0 | \n", "112626771.0 | \n", "2567872.0 | \n", "1983391.0 | \n", "76.95 | \n", "45.24 | \n", "33.68 | \n", "5930.0 | \n", "56.94 | \n", "331002647.0 | \n", "35.608 | \n", "38.3 | \n", "15.413 | \n", "9.732 | \n", "54225.446 | \n", "1.2 | \n", "151.089 | \n", "10.79 | \n", "19.1 | \n", "24.6 | \n", "NaN | \n", "2.77 | \n", "78.86 | \n", "0.926 | \n", "08052021 | \n", "
83616 | \n", "USA | \n", "North America | \n", "United States | \n", "2021-05-09 | \n", "32708357.0 | \n", "21392.0 | \n", "40959.429 | \n", "581754.0 | \n", "238.0 | \n", "646.857 | \n", "98815.998 | \n", "64.628 | \n", "123.744 | \n", "1757.551 | \n", "0.719 | \n", "1.954 | \n", "0.82 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "27145.0 | \n", "82.008 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "259716989.0 | \n", "152116936.0 | \n", "114258244.0 | \n", "2369784.0 | \n", "2017931.0 | \n", "77.66 | \n", "45.48 | \n", "34.16 | \n", "6034.0 | \n", "NaN | \n", "331002647.0 | \n", "35.608 | \n", "38.3 | \n", "15.413 | \n", "9.732 | \n", "54225.446 | \n", "1.2 | \n", "151.089 | \n", "10.79 | \n", "19.1 | \n", "24.6 | \n", "NaN | \n", "2.77 | \n", "78.86 | \n", "0.926 | \n", "09052021 | \n", "
83617 | \n", "USA | \n", "North America | \n", "United States | \n", "2021-05-10 | \n", "32745255.0 | \n", "36898.0 | \n", "39007.714 | \n", "582153.0 | \n", "399.0 | \n", "634.714 | \n", "98927.472 | \n", "111.473 | \n", "117.847 | \n", "1758.756 | \n", "1.205 | \n", "1.918 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "261599381.0 | \n", "152819904.0 | \n", "115530780.0 | \n", "1882392.0 | \n", "2117025.0 | \n", "78.22 | \n", "45.69 | \n", "34.54 | \n", "6330.0 | \n", "NaN | \n", "331002647.0 | \n", "35.608 | \n", "38.3 | \n", "15.413 | \n", "9.732 | \n", "54225.446 | \n", "1.2 | \n", "151.089 | \n", "10.79 | \n", "19.1 | \n", "24.6 | \n", "NaN | \n", "2.77 | \n", "78.86 | \n", "0.926 | \n", "10052021 | \n", "
83618 | \n", "USA | \n", "North America | \n", "United States | \n", "2021-05-11 | \n", "32778906.0 | \n", "33651.0 | \n", "37996.000 | \n", "582837.0 | \n", "684.0 | \n", "607.714 | \n", "99029.136 | \n", "101.664 | \n", "114.791 | \n", "1760.823 | \n", "2.066 | \n", "1.836 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "263132561.0 | \n", "153448316.0 | \n", "116576359.0 | \n", "1533180.0 | \n", "2194787.0 | \n", "78.68 | \n", "45.88 | \n", "34.86 | \n", "6563.0 | \n", "NaN | \n", "331002647.0 | \n", "35.608 | \n", "38.3 | \n", "15.413 | \n", "9.732 | \n", "54225.446 | \n", "1.2 | \n", "151.089 | \n", "10.79 | \n", "19.1 | \n", "24.6 | \n", "NaN | \n", "2.77 | \n", "78.86 | \n", "0.926 | \n", "11052021 | \n", "
439 rows × 60 columns
\n", "\n", " | iso_code | \n", "continent | \n", "location | \n", "date | \n", "total_cases | \n", "new_cases | \n", "new_cases_smoothed | \n", "total_deaths | \n", "new_deaths | \n", "new_deaths_smoothed | \n", "total_cases_per_million | \n", "new_cases_per_million | \n", "new_cases_smoothed_per_million | \n", "total_deaths_per_million | \n", "new_deaths_per_million | \n", "new_deaths_smoothed_per_million | \n", "reproduction_rate | \n", "icu_patients | \n", "icu_patients_per_million | \n", "hosp_patients | \n", "hosp_patients_per_million | \n", "weekly_icu_admissions | \n", "weekly_icu_admissions_per_million | \n", "weekly_hosp_admissions | \n", "weekly_hosp_admissions_per_million | \n", "new_tests | \n", "total_tests | \n", "total_tests_per_thousand | \n", "new_tests_per_thousand | \n", "new_tests_smoothed | \n", "new_tests_smoothed_per_thousand | \n", "positive_rate | \n", "tests_per_case | \n", "tests_units | \n", "total_vaccinations | \n", "people_vaccinated | \n", "people_fully_vaccinated | \n", "new_vaccinations | \n", "new_vaccinations_smoothed | \n", "total_vaccinations_per_hundred | \n", "people_vaccinated_per_hundred | \n", "people_fully_vaccinated_per_hundred | \n", "new_vaccinations_smoothed_per_million | \n", "stringency_index | \n", "population | \n", "population_density | \n", "median_age | \n", "aged_65_older | \n", "aged_70_older | \n", "gdp_per_capita | \n", "extreme_poverty | \n", "cardiovasc_death_rate | \n", "diabetes_prevalence | \n", "female_smokers | \n", "male_smokers | \n", "handwashing_facilities | \n", "hospital_beds_per_thousand | \n", "life_expectancy | \n", "human_development_index | \n", "date_num | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
28627 | \n", "FRA | \n", "Europe | \n", "France | \n", "2020-02-28 | \n", "57.0 | \n", "19.0 | \n", "6.429 | \n", "2.0 | \n", "0.0 | \n", "0.143 | \n", "0.844 | \n", "0.281 | \n", "0.095 | \n", "0.030 | \n", "0.000 | \n", "0.002 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "13.89 | \n", "67564251.0 | \n", "122.578 | \n", "42.0 | \n", "19.718 | \n", "13.079 | \n", "38605.671 | \n", "NaN | \n", "86.06 | \n", "4.77 | \n", "30.1 | \n", "35.6 | \n", "NaN | \n", "5.98 | \n", "82.66 | \n", "0.901 | \n", "28022020 | \n", "
28628 | \n", "FRA | \n", "Europe | \n", "France | \n", "2020-02-29 | \n", "100.0 | \n", "43.0 | \n", "12.571 | \n", "2.0 | \n", "0.0 | \n", "0.143 | \n", "1.480 | \n", "0.636 | \n", "0.186 | \n", "0.030 | \n", "0.000 | \n", "0.002 | \n", "NaN | \n", "9.0 | \n", "0.133 | \n", "86.0 | \n", "1.273 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "34.72 | \n", "67564251.0 | \n", "122.578 | \n", "42.0 | \n", "19.718 | \n", "13.079 | \n", "38605.671 | \n", "NaN | \n", "86.06 | \n", "4.77 | \n", "30.1 | \n", "35.6 | \n", "NaN | \n", "5.98 | \n", "82.66 | \n", "0.901 | \n", "29022020 | \n", "
28629 | \n", "FRA | \n", "Europe | \n", "France | \n", "2020-03-01 | \n", "130.0 | \n", "30.0 | \n", "16.857 | \n", "2.0 | \n", "0.0 | \n", "0.143 | \n", "1.924 | \n", "0.444 | \n", "0.249 | \n", "0.030 | \n", "0.000 | \n", "0.002 | \n", "3.00 | \n", "9.0 | \n", "0.133 | \n", "116.0 | \n", "1.717 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "34.72 | \n", "67564251.0 | \n", "122.578 | \n", "42.0 | \n", "19.718 | \n", "13.079 | \n", "38605.671 | \n", "NaN | \n", "86.06 | \n", "4.77 | \n", "30.1 | \n", "35.6 | \n", "NaN | \n", "5.98 | \n", "82.66 | \n", "0.901 | \n", "01032020 | \n", "
28630 | \n", "FRA | \n", "Europe | \n", "France | \n", "2020-03-02 | \n", "191.0 | \n", "61.0 | \n", "25.571 | \n", "3.0 | \n", "1.0 | \n", "0.286 | \n", "2.827 | \n", "0.903 | \n", "0.378 | \n", "0.044 | \n", "0.015 | \n", "0.004 | \n", "2.99 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "43.98 | \n", "67564251.0 | \n", "122.578 | \n", "42.0 | \n", "19.718 | \n", "13.079 | \n", "38605.671 | \n", "NaN | \n", "86.06 | \n", "4.77 | \n", "30.1 | \n", "35.6 | \n", "NaN | \n", "5.98 | \n", "82.66 | \n", "0.901 | \n", "02032020 | \n", "
28631 | \n", "FRA | \n", "Europe | \n", "France | \n", "2020-03-03 | \n", "212.0 | \n", "21.0 | \n", "28.286 | \n", "4.0 | \n", "1.0 | \n", "0.429 | \n", "3.138 | \n", "0.311 | \n", "0.419 | \n", "0.059 | \n", "0.015 | \n", "0.006 | \n", "2.99 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "43.98 | \n", "67564251.0 | \n", "122.578 | \n", "42.0 | \n", "19.718 | \n", "13.079 | \n", "38605.671 | \n", "NaN | \n", "86.06 | \n", "4.77 | \n", "30.1 | \n", "35.6 | \n", "NaN | \n", "5.98 | \n", "82.66 | \n", "0.901 | \n", "03032020 | \n", "
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29061 | \n", "FRA | \n", "Europe | \n", "France | \n", "2021-05-07 | \n", "5808421.0 | \n", "19138.0 | \n", "18655.143 | \n", "106262.0 | \n", "251.0 | \n", "226.714 | \n", "85968.851 | \n", "283.256 | \n", "276.110 | \n", "1572.755 | \n", "3.715 | \n", "3.356 | \n", "0.80 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "500448.0 | \n", "NaN | \n", "NaN | \n", "7.344 | \n", "332449.0 | \n", "4.878 | \n", "0.054 | \n", "18.5 | \n", "people tested | \n", "25196861.0 | \n", "17542317.0 | \n", "7764439.0 | \n", "616260.0 | \n", "438794.0 | \n", "37.29 | \n", "25.96 | \n", "11.49 | \n", "6494.0 | \n", "63.89 | \n", "67564251.0 | \n", "122.578 | \n", "42.0 | \n", "19.718 | \n", "13.079 | \n", "38605.671 | \n", "NaN | \n", "86.06 | \n", "4.77 | \n", "30.1 | \n", "35.6 | \n", "NaN | \n", "5.98 | \n", "82.66 | \n", "0.901 | \n", "07052021 | \n", "
29062 | \n", "FRA | \n", "Europe | \n", "France | \n", "2021-05-08 | \n", "5829166.0 | \n", "20745.0 | \n", "17951.571 | \n", "106438.0 | \n", "176.0 | \n", "224.429 | \n", "86275.892 | \n", "307.041 | \n", "265.696 | \n", "1575.360 | \n", "2.605 | \n", "3.322 | \n", "0.79 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "25448331.0 | \n", "17726841.0 | \n", "7833539.0 | \n", "251470.0 | \n", "444570.0 | \n", "37.67 | \n", "26.24 | \n", "11.59 | \n", "6580.0 | \n", "NaN | \n", "67564251.0 | \n", "122.578 | \n", "42.0 | \n", "19.718 | \n", "13.079 | \n", "38605.671 | \n", "NaN | \n", "86.06 | \n", "4.77 | \n", "30.1 | \n", "35.6 | \n", "NaN | \n", "5.98 | \n", "82.66 | \n", "0.901 | \n", "08052021 | \n", "
29063 | \n", "FRA | \n", "Europe | \n", "France | \n", "2021-05-09 | \n", "5838294.0 | \n", "9128.0 | \n", "17843.000 | \n", "106553.0 | \n", "115.0 | \n", "224.714 | \n", "86410.993 | \n", "135.101 | \n", "264.089 | \n", "1577.062 | \n", "1.702 | \n", "3.326 | \n", "0.79 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "25621942.0 | \n", "17853667.0 | \n", "7880929.0 | \n", "173611.0 | \n", "451259.0 | \n", "37.92 | \n", "26.42 | \n", "11.66 | \n", "6679.0 | \n", "NaN | \n", "67564251.0 | \n", "122.578 | \n", "42.0 | \n", "19.718 | \n", "13.079 | \n", "38605.671 | \n", "NaN | \n", "86.06 | \n", "4.77 | \n", "30.1 | \n", "35.6 | \n", "NaN | \n", "5.98 | \n", "82.66 | \n", "0.901 | \n", "09052021 | \n", "
29064 | \n", "FRA | \n", "Europe | \n", "France | \n", "2021-05-10 | \n", "5841593.0 | \n", "3299.0 | \n", "17776.143 | \n", "106845.0 | \n", "292.0 | \n", "222.000 | \n", "86459.820 | \n", "48.828 | \n", "263.100 | \n", "1581.384 | \n", "4.322 | \n", "3.286 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "26143585.0 | \n", "18146226.0 | \n", "8116853.0 | \n", "521643.0 | \n", "461891.0 | \n", "38.69 | \n", "26.86 | \n", "12.01 | \n", "6836.0 | \n", "NaN | \n", "67564251.0 | \n", "122.578 | \n", "42.0 | \n", "19.718 | \n", "13.079 | \n", "38605.671 | \n", "NaN | \n", "86.06 | \n", "4.77 | \n", "30.1 | \n", "35.6 | \n", "NaN | \n", "5.98 | \n", "82.66 | \n", "0.901 | \n", "10052021 | \n", "
29065 | \n", "FRA | \n", "Europe | \n", "France | \n", "2021-05-11 | \n", "5861384.0 | \n", "19791.0 | \n", "17121.000 | \n", "107096.0 | \n", "251.0 | \n", "221.143 | \n", "86752.741 | \n", "292.921 | \n", "253.403 | \n", "1585.099 | \n", "3.715 | \n", "3.273 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "67564251.0 | \n", "122.578 | \n", "42.0 | \n", "19.718 | \n", "13.079 | \n", "38605.671 | \n", "NaN | \n", "86.06 | \n", "4.77 | \n", "30.1 | \n", "35.6 | \n", "NaN | \n", "5.98 | \n", "82.66 | \n", "0.901 | \n", "11052021 | \n", "
439 rows × 60 columns
\n", "\n", " | iso_code | \n", "continent | \n", "location | \n", "date | \n", "total_cases | \n", "new_cases | \n", "new_cases_smoothed | \n", "total_deaths | \n", "new_deaths | \n", "new_deaths_smoothed | \n", "total_cases_per_million | \n", "new_cases_per_million | \n", "new_cases_smoothed_per_million | \n", "total_deaths_per_million | \n", "new_deaths_per_million | \n", "new_deaths_smoothed_per_million | \n", "reproduction_rate | \n", "icu_patients | \n", "icu_patients_per_million | \n", "hosp_patients | \n", "hosp_patients_per_million | \n", "weekly_icu_admissions | \n", "weekly_icu_admissions_per_million | \n", "weekly_hosp_admissions | \n", "weekly_hosp_admissions_per_million | \n", "new_tests | \n", "total_tests | \n", "total_tests_per_thousand | \n", "new_tests_per_thousand | \n", "new_tests_smoothed | \n", "new_tests_smoothed_per_thousand | \n", "positive_rate | \n", "tests_per_case | \n", "tests_units | \n", "total_vaccinations | \n", "people_vaccinated | \n", "people_fully_vaccinated | \n", "new_vaccinations | \n", "new_vaccinations_smoothed | \n", "total_vaccinations_per_hundred | \n", "people_vaccinated_per_hundred | \n", "people_fully_vaccinated_per_hundred | \n", "new_vaccinations_smoothed_per_million | \n", "stringency_index | \n", "population | \n", "population_density | \n", "median_age | \n", "aged_65_older | \n", "aged_70_older | \n", "gdp_per_capita | \n", "extreme_poverty | \n", "cardiovasc_death_rate | \n", "diabetes_prevalence | \n", "female_smokers | \n", "male_smokers | \n", "handwashing_facilities | \n", "hospital_beds_per_thousand | \n", "life_expectancy | \n", "human_development_index | \n", "date_num | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39384 | \n", "ITA | \n", "Europe | \n", "Italy | \n", "2020-02-28 | \n", "888.0 | \n", "233.0 | \n", "124.000 | \n", "21.0 | \n", "4.0 | \n", "2.857 | \n", "14.687 | \n", "3.854 | \n", "2.051 | \n", "0.347 | \n", "0.066 | \n", "0.047 | \n", "3.24 | \n", "64.0 | \n", "1.059 | \n", "409.0 | \n", "6.765 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "3681.0 | \n", "15695.0 | \n", "0.260 | \n", "0.061 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "tests performed | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "69.91 | \n", "60461828.0 | \n", "205.859 | \n", "47.9 | \n", "23.021 | \n", "16.24 | \n", "35220.084 | \n", "2.0 | \n", "113.151 | \n", "4.78 | \n", "19.8 | \n", "27.8 | \n", "NaN | \n", "3.18 | \n", "83.51 | \n", "0.892 | \n", "28022020 | \n", "
39385 | \n", "ITA | \n", "Europe | \n", "Italy | \n", "2020-02-29 | \n", "1128.0 | \n", "240.0 | \n", "152.286 | \n", "29.0 | \n", "8.0 | \n", "3.857 | \n", "18.656 | \n", "3.969 | \n", "2.519 | \n", "0.480 | \n", "0.132 | \n", "0.064 | \n", "3.12 | \n", "105.0 | \n", "1.737 | \n", "506.0 | \n", "8.369 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2966.0 | \n", "18661.0 | \n", "0.309 | \n", "0.049 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "tests performed | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "69.91 | \n", "60461828.0 | \n", "205.859 | \n", "47.9 | \n", "23.021 | \n", "16.24 | \n", "35220.084 | \n", "2.0 | \n", "113.151 | \n", "4.78 | \n", "19.8 | \n", "27.8 | \n", "NaN | \n", "3.18 | \n", "83.51 | \n", "0.892 | \n", "29022020 | \n", "
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439 rows × 60 columns
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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439 rows × 60 columns
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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439 rows × 60 columns
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64164 | \n", "PRT | \n", "Europe | \n", "Portugal | \n", "2021-05-07 | \n", "838852.0 | \n", "377.0 | \n", "337.000 | \n", "16989.0 | \n", "1.0 | \n", "2.143 | \n", "82266.951 | \n", "36.973 | \n", "33.050 | \n", "1666.126 | \n", "0.098 | \n", "0.210 | \n", "0.86 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "46587.0 | \n", "10885426.0 | \n", "1067.543 | \n", "4.569 | \n", "42492.0 | \n", "4.167 | \n", "0.008 | \n", "126.1 | \n", "tests performed | \n", "3817745.0 | \n", "2777426.0 | \n", "1040297.0 | \n", "101024.0 | \n", "73182.0 | \n", "37.44 | \n", "27.24 | \n", "10.20 | \n", "7177.0 | \n", "72.22 | \n", "10196707.0 | \n", "112.371 | \n", "46.2 | \n", "21.502 | \n", "14.924 | \n", "27936.896 | \n", "0.5 | \n", "127.842 | \n", "9.85 | \n", "16.3 | \n", "30.0 | \n", "NaN | \n", "3.39 | \n", "82.05 | \n", "0.864 | \n", "07052021 | \n", "
64165 | \n", "PRT | \n", "Europe | \n", "Portugal | \n", "2021-05-08 | \n", "839258.0 | \n", "406.0 | \n", "330.143 | \n", "16991.0 | \n", "2.0 | \n", "2.143 | \n", "82306.768 | \n", "39.817 | \n", "32.377 | \n", "1666.322 | \n", "0.196 | \n", "0.210 | \n", "0.87 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "31421.0 | \n", "10916847.0 | \n", "1070.625 | \n", "3.081 | \n", "42488.0 | \n", "4.167 | \n", "0.008 | \n", "128.7 | \n", "tests performed | \n", "3921995.0 | \n", "2824858.0 | \n", "1097115.0 | \n", "104250.0 | \n", "75746.0 | \n", "38.46 | \n", "27.70 | \n", "10.76 | \n", "7428.0 | \n", "NaN | \n", "10196707.0 | \n", "112.371 | \n", "46.2 | \n", "21.502 | \n", "14.924 | \n", "27936.896 | \n", "0.5 | \n", "127.842 | \n", "9.85 | \n", "16.3 | \n", "30.0 | \n", "NaN | \n", "3.39 | \n", "82.05 | \n", "0.864 | \n", "08052021 | \n", "
64166 | \n", "PRT | \n", "Europe | \n", "Portugal | \n", "2021-05-09 | \n", "839582.0 | \n", "324.0 | \n", "329.286 | \n", "16992.0 | \n", "1.0 | \n", "2.143 | \n", "82338.543 | \n", "31.775 | \n", "32.293 | \n", "1666.420 | \n", "0.098 | \n", "0.210 | \n", "0.87 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "4004480.0 | \n", "2893455.0 | \n", "1111003.0 | \n", "82485.0 | \n", "80171.0 | \n", "39.27 | \n", "28.38 | \n", "10.90 | \n", "7862.0 | \n", "NaN | \n", "10196707.0 | \n", "112.371 | \n", "46.2 | \n", "21.502 | \n", "14.924 | \n", "27936.896 | \n", "0.5 | \n", "127.842 | \n", "9.85 | \n", "16.3 | \n", "30.0 | \n", "NaN | \n", "3.39 | \n", "82.05 | \n", "0.864 | \n", "09052021 | \n", "
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439 rows × 60 columns
\n", "\n", " | iso_code | \n", "continent | \n", "location | \n", "date | \n", "total_cases | \n", "new_cases | \n", "new_cases_smoothed | \n", "total_deaths | \n", "new_deaths | \n", "new_deaths_smoothed | \n", "total_cases_per_million | \n", "new_cases_per_million | \n", "new_cases_smoothed_per_million | \n", "total_deaths_per_million | \n", "new_deaths_per_million | \n", "new_deaths_smoothed_per_million | \n", "reproduction_rate | \n", "icu_patients | \n", "icu_patients_per_million | \n", "hosp_patients | \n", "hosp_patients_per_million | \n", "weekly_icu_admissions | \n", "weekly_icu_admissions_per_million | \n", "weekly_hosp_admissions | \n", "weekly_hosp_admissions_per_million | \n", "new_tests | \n", "total_tests | \n", "total_tests_per_thousand | \n", "new_tests_per_thousand | \n", "new_tests_smoothed | \n", "new_tests_smoothed_per_thousand | \n", "positive_rate | \n", "tests_per_case | \n", "tests_units | \n", "total_vaccinations | \n", "people_vaccinated | \n", "people_fully_vaccinated | \n", "new_vaccinations | \n", "new_vaccinations_smoothed | \n", "total_vaccinations_per_hundred | \n", "people_vaccinated_per_hundred | \n", "people_fully_vaccinated_per_hundred | \n", "new_vaccinations_smoothed_per_million | \n", "stringency_index | \n", "population | \n", "population_density | \n", "median_age | \n", "aged_65_older | \n", "aged_70_older | \n", "gdp_per_capita | \n", "extreme_poverty | \n", "cardiovasc_death_rate | \n", "diabetes_prevalence | \n", "female_smokers | \n", "male_smokers | \n", "handwashing_facilities | \n", "hospital_beds_per_thousand | \n", "life_expectancy | \n", "human_development_index | \n", "date_num | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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17035 | \n", "CHN | \n", "Asia | \n", "China | \n", "2021-05-08 | \n", "102613.0 | \n", "17.0 | \n", "13.714 | \n", "4846.0 | \n", "0.0 | \n", "0.000 | \n", "71.293 | \n", "0.012 | \n", "0.010 | \n", "3.367 | \n", "0.000 | \n", "0.000 | \n", "0.76 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "317586000.0 | \n", "NaN | \n", "NaN | \n", "9360000.0 | \n", "6740000.0 | \n", "22.06 | \n", "NaN | \n", "NaN | \n", "4683.0 | \n", "63.43 | \n", "1.439324e+09 | \n", "147.674 | \n", "38.7 | \n", "10.641 | \n", "5.929 | \n", "15308.712 | \n", "0.7 | \n", "261.899 | \n", "9.74 | \n", "1.9 | \n", "48.4 | \n", "NaN | \n", "4.34 | \n", "76.91 | \n", "0.761 | \n", "08052021 | \n", "
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17037 | \n", "CHN | \n", "Asia | \n", "China | \n", "2021-05-10 | \n", "102643.0 | \n", "18.0 | \n", "13.429 | \n", "4846.0 | \n", "0.0 | \n", "0.000 | \n", "71.313 | \n", "0.013 | \n", "0.009 | \n", "3.367 | \n", "0.000 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "332964000.0 | \n", "NaN | \n", "NaN | \n", "8657000.0 | \n", "7579857.0 | \n", "23.13 | \n", "NaN | \n", "NaN | \n", "5266.0 | \n", "63.43 | \n", "1.439324e+09 | \n", "147.674 | \n", "38.7 | \n", "10.641 | \n", "5.929 | \n", "15308.712 | \n", "0.7 | \n", "261.899 | \n", "9.74 | \n", "1.9 | \n", "48.4 | \n", "NaN | \n", "4.34 | \n", "76.91 | \n", "0.761 | \n", "10052021 | \n", "
17038 | \n", "CHN | \n", "Asia | \n", "China | \n", "2021-05-11 | \n", "102660.0 | \n", "17.0 | \n", "14.286 | \n", "4846.0 | \n", "0.0 | \n", "0.000 | \n", "71.325 | \n", "0.012 | \n", "0.010 | \n", "3.367 | \n", "0.000 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "342697000.0 | \n", "NaN | \n", "NaN | \n", "9733000.0 | \n", "8300286.0 | \n", "23.81 | \n", "NaN | \n", "NaN | \n", "5767.0 | \n", "NaN | \n", "1.439324e+09 | \n", "147.674 | \n", "38.7 | \n", "10.641 | \n", "5.929 | \n", "15308.712 | \n", "0.7 | \n", "261.899 | \n", "9.74 | \n", "1.9 | \n", "48.4 | \n", "NaN | \n", "4.34 | \n", "76.91 | \n", "0.761 | \n", "11052021 | \n", "
439 rows × 60 columns
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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439 rows × 60 columns
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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77810 | \n", "TWN | \n", "Asia | \n", "Taiwan | \n", "2021-05-10 | \n", "1199.0 | \n", "15.0 | \n", "7.714 | \n", "12.0 | \n", "0.0 | \n", "0.0 | \n", "50.343 | \n", "0.630 | \n", "0.324 | \n", "0.504 | \n", "0.0 | \n", "0.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1241.0 | \n", "217045.0 | \n", "9.113 | \n", "0.052 | \n", "929.0 | \n", "0.039 | \n", "0.008 | \n", "120.4 | \n", "people tested | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "5694.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "239.0 | \n", "25.00 | \n", "23816775.0 | \n", "NaN | \n", "42.2 | \n", "NaN | \n", "8.353 | \n", "NaN | \n", "NaN | \n", "103.957 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "80.46 | \n", "NaN | \n", "10052021 | \n", "
77811 | \n", "TWN | \n", "Asia | \n", "Taiwan | \n", "2021-05-11 | \n", "1210.0 | \n", "11.0 | \n", "8.143 | \n", "12.0 | \n", "0.0 | \n", "0.0 | \n", "50.805 | \n", "0.462 | \n", "0.342 | \n", "0.504 | \n", "0.0 | \n", "0.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "112543.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "6373.0 | \n", "0.47 | \n", "NaN | \n", "NaN | \n", "268.0 | \n", "NaN | \n", "23816775.0 | \n", "NaN | \n", "42.2 | \n", "NaN | \n", "8.353 | \n", "NaN | \n", "NaN | \n", "103.957 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "80.46 | \n", "NaN | \n", "11052021 | \n", "
439 rows × 60 columns
\n", "\n", " | iso_code | \n", "continent | \n", "location | \n", "date | \n", "total_cases | \n", "new_cases | \n", "new_cases_smoothed | \n", "total_deaths | \n", "new_deaths | \n", "new_deaths_smoothed | \n", "total_cases_per_million | \n", "new_cases_per_million | \n", "new_cases_smoothed_per_million | \n", "total_deaths_per_million | \n", "new_deaths_per_million | \n", "new_deaths_smoothed_per_million | \n", "reproduction_rate | \n", "icu_patients | \n", "icu_patients_per_million | \n", "hosp_patients | \n", "hosp_patients_per_million | \n", "weekly_icu_admissions | \n", "weekly_icu_admissions_per_million | \n", "weekly_hosp_admissions | \n", "weekly_hosp_admissions_per_million | \n", "new_tests | \n", "total_tests | \n", "total_tests_per_thousand | \n", "new_tests_per_thousand | \n", "new_tests_smoothed | \n", "new_tests_smoothed_per_thousand | \n", "positive_rate | \n", "tests_per_case | \n", "tests_units | \n", "total_vaccinations | \n", "people_vaccinated | \n", "people_fully_vaccinated | \n", "new_vaccinations | \n", "new_vaccinations_smoothed | \n", "total_vaccinations_per_hundred | \n", "people_vaccinated_per_hundred | \n", "people_fully_vaccinated_per_hundred | \n", "new_vaccinations_smoothed_per_million | \n", "stringency_index | \n", "population | \n", "population_density | \n", "median_age | \n", "aged_65_older | \n", "aged_70_older | \n", "gdp_per_capita | \n", "extreme_poverty | \n", "cardiovasc_death_rate | \n", "diabetes_prevalence | \n", "female_smokers | \n", "male_smokers | \n", "handwashing_facilities | \n", "hospital_beds_per_thousand | \n", "life_expectancy | \n", "human_development_index | \n", "date_num | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40287 | \n", "JPN | \n", "Asia | \n", "Japan | \n", "2020-02-28 | \n", "236.0 | \n", "18.0 | \n", "17.714 | \n", "5.0 | \n", "1.0 | \n", "0.429 | \n", "1.866 | \n", "0.142 | \n", "0.140 | \n", "0.040 | \n", "0.008 | \n", "0.003 | \n", "1.08 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "130.0 | \n", "1382.0 | \n", "0.011 | \n", "0.001 | \n", "105.0 | \n", "0.001 | \n", "0.169 | \n", "5.9 | \n", "people tested | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "34.26 | \n", "126476458.0 | \n", "347.778 | \n", "48.2 | \n", "27.049 | \n", "18.493 | \n", "39002.223 | \n", "NaN | \n", "79.37 | \n", "5.72 | \n", "11.2 | \n", "33.7 | \n", "NaN | \n", "13.05 | \n", "84.63 | \n", "0.919 | \n", "28022020 | \n", "
40288 | \n", "JPN | \n", "Asia | \n", "Japan | \n", "2020-02-29 | \n", "245.0 | \n", "9.0 | \n", "15.429 | \n", "6.0 | \n", "1.0 | \n", "0.571 | \n", "1.937 | \n", "0.071 | \n", "0.122 | \n", "0.047 | \n", "0.008 | \n", "0.005 | \n", "1.10 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "178.0 | \n", "1560.0 | \n", "0.012 | \n", "0.001 | \n", "116.0 | \n", "0.001 | \n", "0.133 | \n", "7.5 | \n", "people tested | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "34.26 | \n", "126476458.0 | \n", "347.778 | \n", "48.2 | \n", "27.049 | \n", "18.493 | \n", "39002.223 | \n", "NaN | \n", "79.37 | \n", "5.72 | \n", "11.2 | \n", "33.7 | \n", "NaN | \n", "13.05 | \n", "84.63 | \n", "0.919 | \n", "29022020 | \n", "
40289 | \n", "JPN | \n", "Asia | \n", "Japan | \n", "2020-03-01 | \n", "259.0 | \n", "14.0 | \n", "15.714 | \n", "6.0 | \n", "0.0 | \n", "0.571 | \n", "2.048 | \n", "0.111 | \n", "0.124 | \n", "0.047 | \n", "0.000 | \n", "0.005 | \n", "1.21 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "96.0 | \n", "1656.0 | \n", "0.013 | \n", "0.001 | \n", "124.0 | \n", "0.001 | \n", "0.127 | \n", "7.9 | \n", "people tested | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "34.26 | \n", "126476458.0 | \n", "347.778 | \n", "48.2 | \n", "27.049 | \n", "18.493 | \n", "39002.223 | \n", "NaN | \n", "79.37 | \n", "5.72 | \n", "11.2 | \n", "33.7 | \n", "NaN | \n", "13.05 | \n", "84.63 | \n", "0.919 | \n", "01032020 | \n", "
40290 | \n", "JPN | \n", "Asia | \n", "Japan | \n", "2020-03-02 | \n", "278.0 | \n", "19.0 | \n", "16.857 | \n", "6.0 | \n", "0.0 | \n", "0.571 | \n", "2.198 | \n", "0.150 | \n", "0.133 | \n", "0.047 | \n", "0.000 | \n", "0.005 | \n", "1.33 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "71.0 | \n", "1727.0 | \n", "0.014 | \n", "0.001 | \n", "120.0 | \n", "0.001 | \n", "0.140 | \n", "7.1 | \n", "people tested | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "43.52 | \n", "126476458.0 | \n", "347.778 | \n", "48.2 | \n", "27.049 | \n", "18.493 | \n", "39002.223 | \n", "NaN | \n", "79.37 | \n", "5.72 | \n", "11.2 | \n", "33.7 | \n", "NaN | \n", "13.05 | \n", "84.63 | \n", "0.919 | \n", "02032020 | \n", "
40291 | \n", "JPN | \n", "Asia | \n", "Japan | \n", "2020-03-03 | \n", "298.0 | \n", "20.0 | \n", "17.857 | \n", "6.0 | \n", "0.0 | \n", "0.429 | \n", "2.356 | \n", "0.158 | \n", "0.141 | \n", "0.047 | \n", "0.000 | \n", "0.003 | \n", "1.41 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "153.0 | \n", "1880.0 | \n", "0.015 | \n", "0.001 | \n", "135.0 | \n", "0.001 | \n", "0.132 | \n", "7.6 | \n", "people tested | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "43.52 | \n", "126476458.0 | \n", "347.778 | \n", "48.2 | \n", "27.049 | \n", "18.493 | \n", "39002.223 | \n", "NaN | \n", "79.37 | \n", "5.72 | \n", "11.2 | \n", "33.7 | \n", "NaN | \n", "13.05 | \n", "84.63 | \n", "0.919 | \n", "03032020 | \n", "
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40721 | \n", "JPN | \n", "Asia | \n", "Japan | \n", "2021-05-07 | \n", "628319.0 | \n", "6046.0 | \n", "5007.857 | \n", "10712.0 | \n", "146.0 | \n", "73.286 | \n", "4967.873 | \n", "47.803 | \n", "39.595 | \n", "84.696 | \n", "1.154 | \n", "0.579 | \n", "1.09 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "109758.0 | \n", "11662329.0 | \n", "92.209 | \n", "0.868 | \n", "63272.0 | \n", "0.500 | \n", "0.079 | \n", "12.6 | \n", "people tested | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "104216.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "824.0 | \n", "49.07 | \n", "126476458.0 | \n", "347.778 | \n", "48.2 | \n", "27.049 | \n", "18.493 | \n", "39002.223 | \n", "NaN | \n", "79.37 | \n", "5.72 | \n", "11.2 | \n", "33.7 | \n", "NaN | \n", "13.05 | \n", "84.63 | \n", "0.919 | \n", "07052021 | \n", "
40722 | \n", "JPN | \n", "Asia | \n", "Japan | \n", "2021-05-08 | \n", "635568.0 | \n", "7249.0 | \n", "5187.857 | \n", "10796.0 | \n", "84.0 | \n", "73.571 | \n", "5025.188 | \n", "57.315 | \n", "41.018 | \n", "85.360 | \n", "0.664 | \n", "0.582 | \n", "1.14 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "71001.0 | \n", "11733330.0 | \n", "92.771 | \n", "0.561 | \n", "63654.0 | \n", "0.503 | \n", "0.082 | \n", "12.3 | \n", "people tested | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "107325.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "849.0 | \n", "NaN | \n", "126476458.0 | \n", "347.778 | \n", "48.2 | \n", "27.049 | \n", "18.493 | \n", "39002.223 | \n", "NaN | \n", "79.37 | \n", "5.72 | \n", "11.2 | \n", "33.7 | \n", "NaN | \n", "13.05 | \n", "84.63 | \n", "0.919 | \n", "08052021 | \n", "
40723 | \n", "JPN | \n", "Asia | \n", "Japan | \n", "2021-05-09 | \n", "642146.0 | \n", "6578.0 | \n", "5285.143 | \n", "10860.0 | \n", "64.0 | \n", "74.000 | \n", "5077.198 | \n", "52.010 | \n", "41.788 | \n", "85.866 | \n", "0.506 | \n", "0.585 | \n", "1.16 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "41338.0 | \n", "11774668.0 | \n", "93.098 | \n", "0.327 | \n", "64386.0 | \n", "0.509 | \n", "0.082 | \n", "12.2 | \n", "people tested | \n", "4436325.0 | \n", "3277886.0 | \n", "1158439.0 | \n", "NaN | \n", "110435.0 | \n", "3.51 | \n", "2.59 | \n", "0.92 | \n", "873.0 | \n", "NaN | \n", "126476458.0 | \n", "347.778 | \n", "48.2 | \n", "27.049 | \n", "18.493 | \n", "39002.223 | \n", "NaN | \n", "79.37 | \n", "5.72 | \n", "11.2 | \n", "33.7 | \n", "NaN | \n", "13.05 | \n", "84.63 | \n", "0.919 | \n", "09052021 | \n", "
40724 | \n", "JPN | \n", "Asia | \n", "Japan | \n", "2021-05-10 | \n", "647003.0 | \n", "4857.0 | \n", "5339.714 | \n", "10931.0 | \n", "71.0 | \n", "77.143 | \n", "5115.600 | \n", "38.402 | \n", "42.219 | \n", "86.427 | \n", "0.561 | \n", "0.610 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "130677.0 | \n", "11905345.0 | \n", "94.131 | \n", "1.033 | \n", "76742.0 | \n", "0.607 | \n", "0.070 | \n", "14.4 | \n", "people tested | \n", "4734029.0 | \n", "3500968.0 | \n", "1233061.0 | \n", "297704.0 | \n", "144699.0 | \n", "3.74 | \n", "2.77 | \n", "0.97 | \n", "1144.0 | \n", "NaN | \n", "126476458.0 | \n", "347.778 | \n", "48.2 | \n", "27.049 | \n", "18.493 | \n", "39002.223 | \n", "NaN | \n", "79.37 | \n", "5.72 | \n", "11.2 | \n", "33.7 | \n", "NaN | \n", "13.05 | \n", "84.63 | \n", "0.919 | \n", "10052021 | \n", "
40725 | \n", "JPN | \n", "Asia | \n", "Japan | \n", "2021-05-11 | \n", "653363.0 | \n", "6360.0 | \n", "5648.714 | \n", "11045.0 | \n", "114.0 | \n", "86.286 | \n", "5165.886 | \n", "50.286 | \n", "44.662 | \n", "87.329 | \n", "0.901 | \n", "0.682 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "4994028.0 | \n", "3674147.0 | \n", "1319881.0 | \n", "259999.0 | \n", "173577.0 | \n", "3.95 | \n", "2.91 | \n", "1.04 | \n", "1372.0 | \n", "NaN | \n", "126476458.0 | \n", "347.778 | \n", "48.2 | \n", "27.049 | \n", "18.493 | \n", "39002.223 | \n", "NaN | \n", "79.37 | \n", "5.72 | \n", "11.2 | \n", "33.7 | \n", "NaN | \n", "13.05 | \n", "84.63 | \n", "0.919 | \n", "11052021 | \n", "
439 rows × 60 columns
\n", "\n", " | iso_code | \n", "continent | \n", "location | \n", "date | \n", "total_cases | \n", "new_cases | \n", "new_cases_smoothed | \n", "total_deaths | \n", "new_deaths | \n", "new_deaths_smoothed | \n", "total_cases_per_million | \n", "new_cases_per_million | \n", "new_cases_smoothed_per_million | \n", "total_deaths_per_million | \n", "new_deaths_per_million | \n", "new_deaths_smoothed_per_million | \n", "reproduction_rate | \n", "icu_patients | \n", "icu_patients_per_million | \n", "hosp_patients | \n", "hosp_patients_per_million | \n", "weekly_icu_admissions | \n", "weekly_icu_admissions_per_million | \n", "weekly_hosp_admissions | \n", "weekly_hosp_admissions_per_million | \n", "new_tests | \n", "total_tests | \n", "total_tests_per_thousand | \n", "new_tests_per_thousand | \n", "new_tests_smoothed | \n", "new_tests_smoothed_per_thousand | \n", "positive_rate | \n", "tests_per_case | \n", "tests_units | \n", "total_vaccinations | \n", "people_vaccinated | \n", "people_fully_vaccinated | \n", "new_vaccinations | \n", "new_vaccinations_smoothed | \n", "total_vaccinations_per_hundred | \n", "people_vaccinated_per_hundred | \n", "people_fully_vaccinated_per_hundred | \n", "new_vaccinations_smoothed_per_million | \n", "stringency_index | \n", "population | \n", "population_density | \n", "median_age | \n", "aged_65_older | \n", "aged_70_older | \n", "gdp_per_capita | \n", "extreme_poverty | \n", "cardiovasc_death_rate | \n", "diabetes_prevalence | \n", "female_smokers | \n", "male_smokers | \n", "handwashing_facilities | \n", "hospital_beds_per_thousand | \n", "life_expectancy | \n", "human_development_index | \n", "date_num | \n", "
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439 rows × 60 columns
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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21798 | \n", "DNK | \n", "Europe | \n", "Denmark | \n", "2021-05-08 | \n", "258881.0 | \n", "677.0 | \n", "877.286 | \n", "2498.0 | \n", "2.0 | \n", "1.143 | \n", "44694.739 | \n", "116.881 | \n", "151.460 | \n", "431.269 | \n", "0.345 | \n", "0.197 | \n", "1.16 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2339366.0 | \n", "1489085.0 | \n", "850281.0 | \n", "40254.0 | \n", "47601.0 | \n", "40.39 | \n", "25.71 | \n", "14.68 | \n", "8218.0 | \n", "NaN | \n", "5792203.0 | \n", "136.52 | \n", "42.3 | \n", "19.677 | \n", "12.325 | \n", "46682.515 | \n", "0.2 | \n", "114.767 | \n", "6.41 | \n", "19.3 | \n", "18.8 | \n", "NaN | \n", "2.5 | \n", "80.9 | \n", "0.94 | \n", "08052021 | \n", "
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21800 | \n", "DNK | \n", "Europe | \n", "Denmark | \n", "2021-05-10 | \n", "260687.0 | \n", "932.0 | \n", "902.714 | \n", "2498.0 | \n", "0.0 | \n", "1.000 | \n", "45006.537 | \n", "160.906 | \n", "155.850 | \n", "431.269 | \n", "0.000 | \n", "0.173 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2434266.0 | \n", "1531336.0 | \n", "902930.0 | \n", "62297.0 | \n", "47349.0 | \n", "42.03 | \n", "26.44 | \n", "15.59 | \n", "8175.0 | \n", "NaN | \n", "5792203.0 | \n", "136.52 | \n", "42.3 | \n", "19.677 | \n", "12.325 | \n", "46682.515 | \n", "0.2 | \n", "114.767 | \n", "6.41 | \n", "19.3 | \n", "18.8 | \n", "NaN | \n", "2.5 | \n", "80.9 | \n", "0.94 | \n", "10052021 | \n", "
21801 | \n", "DNK | \n", "Europe | \n", "Denmark | \n", "2021-05-11 | \n", "261613.0 | \n", "926.0 | \n", "919.286 | \n", "2500.0 | \n", "2.0 | \n", "1.143 | \n", "45166.407 | \n", "159.870 | \n", "158.711 | \n", "431.615 | \n", "0.345 | \n", "0.197 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "5792203.0 | \n", "136.52 | \n", "42.3 | \n", "19.677 | \n", "12.325 | \n", "46682.515 | \n", "0.2 | \n", "114.767 | \n", "6.41 | \n", "19.3 | \n", "18.8 | \n", "NaN | \n", "2.5 | \n", "80.9 | \n", "0.94 | \n", "11052021 | \n", "
439 rows × 60 columns
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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72891 | \n", "ZAF | \n", "Africa | \n", "South Africa | \n", "2021-05-08 | \n", "1592626.0 | \n", "0.0 | \n", "1397.714 | \n", "54687.0 | \n", "0.0 | \n", "40.143 | \n", "26853.164 | \n", "0.000 | \n", "23.567 | \n", "922.074 | \n", "0.000 | \n", "0.677 | \n", "1.32 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "29873.0 | \n", "10861611.0 | \n", "183.137 | \n", "0.504 | \n", "25541.0 | \n", "0.431 | \n", "0.055 | \n", "18.3 | \n", "people tested | \n", "382480.0 | \n", "382480.0 | \n", "382480.0 | \n", "1309.0 | \n", "9116.0 | \n", "0.64 | \n", "0.64 | \n", "0.64 | \n", "154.0 | \n", "43.52 | \n", "59308690.0 | \n", "46.754 | \n", "27.3 | \n", "5.344 | \n", "3.053 | \n", "12294.876 | \n", "18.9 | \n", "200.38 | \n", "5.52 | \n", "8.1 | \n", "33.2 | \n", "43.993 | \n", "2.32 | \n", "64.13 | \n", "0.709 | \n", "08052021 | \n", "
72892 | \n", "ZAF | \n", "Africa | \n", "South Africa | \n", "2021-05-09 | \n", "1596595.0 | \n", "3969.0 | \n", "1790.143 | \n", "54735.0 | \n", "48.0 | \n", "45.429 | \n", "26920.085 | \n", "66.921 | \n", "30.183 | \n", "922.883 | \n", "0.809 | \n", "0.766 | \n", "1.46 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "26098.0 | \n", "10887709.0 | \n", "183.577 | \n", "0.440 | \n", "26955.0 | \n", "0.454 | \n", "0.066 | \n", "15.1 | \n", "people tested | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "9282.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "157.0 | \n", "43.52 | \n", "59308690.0 | \n", "46.754 | \n", "27.3 | \n", "5.344 | \n", "3.053 | \n", "12294.876 | \n", "18.9 | \n", "200.38 | \n", "5.52 | \n", "8.1 | \n", "33.2 | \n", "43.993 | \n", "2.32 | \n", "64.13 | \n", "0.709 | \n", "09052021 | \n", "
72893 | \n", "ZAF | \n", "Africa | \n", "South Africa | \n", "2021-05-10 | \n", "1597724.0 | \n", "1129.0 | \n", "1823.286 | \n", "54825.0 | \n", "90.0 | \n", "53.286 | \n", "26939.121 | \n", "19.036 | \n", "30.742 | \n", "924.401 | \n", "1.517 | \n", "0.898 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "18311.0 | \n", "10906020.0 | \n", "183.886 | \n", "0.309 | \n", "27178.0 | \n", "0.458 | \n", "0.067 | \n", "14.9 | \n", "people tested | \n", "395230.0 | \n", "395230.0 | \n", "395230.0 | \n", "NaN | \n", "9447.0 | \n", "0.67 | \n", "0.67 | \n", "0.67 | \n", "159.0 | \n", "43.52 | \n", "59308690.0 | \n", "46.754 | \n", "27.3 | \n", "5.344 | \n", "3.053 | \n", "12294.876 | \n", "18.9 | \n", "200.38 | \n", "5.52 | \n", "8.1 | \n", "33.2 | \n", "43.993 | \n", "2.32 | \n", "64.13 | \n", "0.709 | \n", "10052021 | \n", "
72894 | \n", "ZAF | \n", "Africa | \n", "South Africa | \n", "2021-05-11 | \n", "1599272.0 | \n", "1548.0 | \n", "1874.857 | \n", "54896.0 | \n", "71.0 | \n", "55.000 | \n", "26965.222 | \n", "26.101 | \n", "31.612 | \n", "925.598 | \n", "1.197 | \n", "0.927 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "414372.0 | \n", "414372.0 | \n", "414372.0 | \n", "19142.0 | \n", "8742.0 | \n", "0.70 | \n", "0.70 | \n", "0.70 | \n", "147.0 | \n", "NaN | \n", "59308690.0 | \n", "46.754 | \n", "27.3 | \n", "5.344 | \n", "3.053 | \n", "12294.876 | \n", "18.9 | \n", "200.38 | \n", "5.52 | \n", "8.1 | \n", "33.2 | \n", "43.993 | \n", "2.32 | \n", "64.13 | \n", "0.709 | \n", "11052021 | \n", "
439 rows × 60 columns
\n", "\n", " | iso_code | \n", "continent | \n", "location | \n", "date | \n", "total_cases | \n", "new_cases | \n", "new_cases_smoothed | \n", "total_deaths | \n", "new_deaths | \n", "new_deaths_smoothed | \n", "total_cases_per_million | \n", "new_cases_per_million | \n", "new_cases_smoothed_per_million | \n", "total_deaths_per_million | \n", "new_deaths_per_million | \n", "new_deaths_smoothed_per_million | \n", "reproduction_rate | \n", "icu_patients | \n", "icu_patients_per_million | \n", "hosp_patients | \n", "hosp_patients_per_million | \n", "weekly_icu_admissions | \n", "weekly_icu_admissions_per_million | \n", "weekly_hosp_admissions | \n", "weekly_hosp_admissions_per_million | \n", "new_tests | \n", "total_tests | \n", "total_tests_per_thousand | \n", "new_tests_per_thousand | \n", "new_tests_smoothed | \n", "new_tests_smoothed_per_thousand | \n", "positive_rate | \n", "tests_per_case | \n", "tests_units | \n", "total_vaccinations | \n", "people_vaccinated | \n", "people_fully_vaccinated | \n", "new_vaccinations | \n", "new_vaccinations_smoothed | \n", "total_vaccinations_per_hundred | \n", "people_vaccinated_per_hundred | \n", "people_fully_vaccinated_per_hundred | \n", "new_vaccinations_smoothed_per_million | \n", "stringency_index | \n", "population | \n", "population_density | \n", "median_age | \n", "aged_65_older | \n", "aged_70_older | \n", "gdp_per_capita | \n", "extreme_poverty | \n", "cardiovasc_death_rate | \n", "diabetes_prevalence | \n", "female_smokers | \n", "male_smokers | \n", "handwashing_facilities | \n", "hospital_beds_per_thousand | \n", "life_expectancy | \n", "human_development_index | \n", "date_num | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
4625 | \n", "AUS | \n", "Oceania | \n", "Australia | \n", "2020-02-28 | \n", "15.0 | \n", "0.0 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "0.000 | \n", "0.588 | \n", "0.000 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "19.44 | \n", "25499881.0 | \n", "3.202 | \n", "37.9 | \n", "15.504 | \n", "10.129 | \n", "44648.71 | \n", "0.5 | \n", "107.791 | \n", "5.07 | \n", "13.0 | \n", "16.5 | \n", "NaN | \n", "3.84 | \n", "83.44 | \n", "0.944 | \n", "28022020 | \n", "
4626 | \n", "AUS | \n", "Oceania | \n", "Australia | \n", "2020-02-29 | \n", "25.0 | \n", "10.0 | \n", "1.429 | \n", "NaN | \n", "NaN | \n", "0.000 | \n", "0.980 | \n", "0.392 | \n", "0.056 | \n", "NaN | \n", "NaN | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "19.44 | \n", "25499881.0 | \n", "3.202 | \n", "37.9 | \n", "15.504 | \n", "10.129 | \n", "44648.71 | \n", "0.5 | \n", "107.791 | \n", "5.07 | \n", "13.0 | \n", "16.5 | \n", "NaN | \n", "3.84 | \n", "83.44 | \n", "0.944 | \n", "29022020 | \n", "
4627 | \n", "AUS | \n", "Oceania | \n", "Australia | \n", "2020-03-01 | \n", "27.0 | \n", "2.0 | \n", "1.714 | \n", "1.0 | \n", "1.0 | \n", "0.143 | \n", "1.059 | \n", "0.078 | \n", "0.067 | \n", "0.039 | \n", "0.039 | \n", "0.006 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "19.44 | \n", "25499881.0 | \n", "3.202 | \n", "37.9 | \n", "15.504 | \n", "10.129 | \n", "44648.71 | \n", "0.5 | \n", "107.791 | \n", "5.07 | \n", "13.0 | \n", "16.5 | \n", "NaN | \n", "3.84 | \n", "83.44 | \n", "0.944 | \n", "01032020 | \n", "
4628 | \n", "AUS | \n", "Oceania | \n", "Australia | \n", "2020-03-02 | \n", "30.0 | \n", "3.0 | \n", "2.143 | \n", "1.0 | \n", "0.0 | \n", "0.143 | \n", "1.176 | \n", "0.118 | \n", "0.084 | \n", "0.039 | \n", "0.000 | \n", "0.006 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "19.44 | \n", "25499881.0 | \n", "3.202 | \n", "37.9 | \n", "15.504 | \n", "10.129 | \n", "44648.71 | \n", "0.5 | \n", "107.791 | \n", "5.07 | \n", "13.0 | \n", "16.5 | \n", "NaN | \n", "3.84 | \n", "83.44 | \n", "0.944 | \n", "02032020 | \n", "
4629 | \n", "AUS | \n", "Oceania | \n", "Australia | \n", "2020-03-03 | \n", "39.0 | \n", "9.0 | \n", "3.429 | \n", "1.0 | \n", "0.0 | \n", "0.143 | \n", "1.529 | \n", "0.353 | \n", "0.134 | \n", "0.039 | \n", "0.000 | \n", "0.006 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "19.44 | \n", "25499881.0 | \n", "3.202 | \n", "37.9 | \n", "15.504 | \n", "10.129 | \n", "44648.71 | \n", "0.5 | \n", "107.791 | \n", "5.07 | \n", "13.0 | \n", "16.5 | \n", "NaN | \n", "3.84 | \n", "83.44 | \n", "0.944 | \n", "03032020 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
5059 | \n", "AUS | \n", "Oceania | \n", "Australia | \n", "2021-05-07 | \n", "29906.0 | \n", "13.0 | \n", "13.571 | \n", "910.0 | \n", "0.0 | \n", "0.000 | \n", "1172.790 | \n", "0.510 | \n", "0.532 | \n", "35.686 | \n", "0.000 | \n", "0.000 | \n", "0.85 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "42027.0 | \n", "1.648 | \n", "0.0 | \n", "3096.8 | \n", "tests performed | \n", "2554531.0 | \n", "NaN | \n", "NaN | \n", "81002.0 | \n", "53570.0 | \n", "10.02 | \n", "NaN | \n", "NaN | \n", "2101.0 | \n", "48.61 | \n", "25499881.0 | \n", "3.202 | \n", "37.9 | \n", "15.504 | \n", "10.129 | \n", "44648.71 | \n", "0.5 | \n", "107.791 | \n", "5.07 | \n", "13.0 | \n", "16.5 | \n", "NaN | \n", "3.84 | \n", "83.44 | \n", "0.944 | \n", "07052021 | \n", "
5060 | \n", "AUS | \n", "Oceania | \n", "Australia | \n", "2021-05-08 | \n", "29922.0 | \n", "16.0 | \n", "14.000 | \n", "910.0 | \n", "0.0 | \n", "0.000 | \n", "1173.417 | \n", "0.627 | \n", "0.549 | \n", "35.686 | \n", "0.000 | \n", "0.000 | \n", "0.87 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "43439.0 | \n", "1.703 | \n", "0.0 | \n", "3102.8 | \n", "tests performed | \n", "2627725.0 | \n", "NaN | \n", "NaN | \n", "73194.0 | \n", "56126.0 | \n", "10.30 | \n", "NaN | \n", "NaN | \n", "2201.0 | \n", "NaN | \n", "25499881.0 | \n", "3.202 | \n", "37.9 | \n", "15.504 | \n", "10.129 | \n", "44648.71 | \n", "0.5 | \n", "107.791 | \n", "5.07 | \n", "13.0 | \n", "16.5 | \n", "NaN | \n", "3.84 | \n", "83.44 | \n", "0.944 | \n", "08052021 | \n", "
5061 | \n", "AUS | \n", "Oceania | \n", "Australia | \n", "2021-05-09 | \n", "29931.0 | \n", "9.0 | \n", "13.286 | \n", "910.0 | \n", "0.0 | \n", "0.000 | \n", "1173.770 | \n", "0.353 | \n", "0.521 | \n", "35.686 | \n", "0.000 | \n", "0.000 | \n", "0.86 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "17221109.0 | \n", "675.341 | \n", "NaN | \n", "44851.0 | \n", "1.759 | \n", "0.0 | \n", "3375.8 | \n", "tests performed | \n", "2654338.0 | \n", "NaN | \n", "NaN | \n", "26613.0 | \n", "57181.0 | \n", "10.41 | \n", "NaN | \n", "NaN | \n", "2242.0 | \n", "NaN | \n", "25499881.0 | \n", "3.202 | \n", "37.9 | \n", "15.504 | \n", "10.129 | \n", "44648.71 | \n", "0.5 | \n", "107.791 | \n", "5.07 | \n", "13.0 | \n", "16.5 | \n", "NaN | \n", "3.84 | \n", "83.44 | \n", "0.944 | \n", "09052021 | \n", "
5062 | \n", "AUS | \n", "Oceania | \n", "Australia | \n", "2021-05-10 | \n", "29938.0 | \n", "7.0 | \n", "12.571 | \n", "910.0 | \n", "0.0 | \n", "0.000 | \n", "1174.045 | \n", "0.275 | \n", "0.493 | \n", "35.686 | \n", "0.000 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "38739.0 | \n", "17259848.0 | \n", "676.860 | \n", "1.519 | \n", "44805.0 | \n", "1.757 | \n", "0.0 | \n", "3564.2 | \n", "tests performed | \n", "2663221.0 | \n", "NaN | \n", "NaN | \n", "8883.0 | \n", "57515.0 | \n", "10.44 | \n", "NaN | \n", "NaN | \n", "2256.0 | \n", "NaN | \n", "25499881.0 | \n", "3.202 | \n", "37.9 | \n", "15.504 | \n", "10.129 | \n", "44648.71 | \n", "0.5 | \n", "107.791 | \n", "5.07 | \n", "13.0 | \n", "16.5 | \n", "NaN | \n", "3.84 | \n", "83.44 | \n", "0.944 | \n", "10052021 | \n", "
5063 | \n", "AUS | \n", "Oceania | \n", "Australia | \n", "2021-05-11 | \n", "29946.0 | \n", "8.0 | \n", "11.571 | \n", "910.0 | \n", "0.0 | \n", "0.000 | \n", "1174.358 | \n", "0.314 | \n", "0.454 | \n", "35.686 | \n", "0.000 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2736107.0 | \n", "NaN | \n", "NaN | \n", "72886.0 | \n", "59877.0 | \n", "10.73 | \n", "NaN | \n", "NaN | \n", "2348.0 | \n", "NaN | \n", "25499881.0 | \n", "3.202 | \n", "37.9 | \n", "15.504 | \n", "10.129 | \n", "44648.71 | \n", "0.5 | \n", "107.791 | \n", "5.07 | \n", "13.0 | \n", "16.5 | \n", "NaN | \n", "3.84 | \n", "83.44 | \n", "0.944 | \n", "11052021 | \n", "
439 rows × 60 columns
\n", "\n", " | date | \n", "uk_new_cse_pr_million | \n", "uk_new_dth_pr_million | \n", "
---|---|---|---|
82704 | \n", "2020-02-28 | \n", "0.177 | \n", "NaN | \n", "
82705 | \n", "2020-02-29 | \n", "0.074 | \n", "NaN | \n", "
82706 | \n", "2020-03-01 | \n", "0.486 | \n", "NaN | \n", "
82707 | \n", "2020-03-02 | \n", "0.589 | \n", "NaN | \n", "
82708 | \n", "2020-03-03 | \n", "0.810 | \n", "NaN | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "
83138 | \n", "2021-05-07 | \n", "36.679 | \n", "0.221 | \n", "
83139 | \n", "2021-05-08 | \n", "30.286 | \n", "0.074 | \n", "
83140 | \n", "2021-05-09 | \n", "26.073 | \n", "0.029 | \n", "
83141 | \n", "2021-05-10 | \n", "35.029 | \n", "0.074 | \n", "
83142 | \n", "2021-05-11 | \n", "36.679 | \n", "0.295 | \n", "
439 rows × 3 columns
\n", "\n", " | date | \n", "us_new_cse_pr_million | \n", "us_new_dth_pr_million | \n", "
---|---|---|---|
83180 | \n", "2020-02-28 | \n", "0.000 | \n", "NaN | \n", "
83181 | \n", "2020-02-29 | \n", "0.024 | \n", "0.003 | \n", "
83182 | \n", "2020-03-01 | \n", "0.021 | \n", "0.000 | \n", "
83183 | \n", "2020-03-02 | \n", "0.069 | \n", "0.015 | \n", "
83184 | \n", "2020-03-03 | \n", "0.057 | \n", "0.003 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "
83614 | \n", "2021-05-07 | \n", "142.866 | \n", "2.275 | \n", "
83615 | \n", "2021-05-08 | \n", "104.208 | \n", "1.858 | \n", "
83616 | \n", "2021-05-09 | \n", "64.628 | \n", "0.719 | \n", "
83617 | \n", "2021-05-10 | \n", "111.473 | \n", "1.205 | \n", "
83618 | \n", "2021-05-11 | \n", "101.664 | \n", "2.066 | \n", "
439 rows × 3 columns
\n", "\n", " | date | \n", "fr_new_cse_pr_million | \n", "fr_new_dth_pr_million | \n", "
---|---|---|---|
28627 | \n", "2020-02-28 | \n", "0.281 | \n", "0.000 | \n", "
28628 | \n", "2020-02-29 | \n", "0.636 | \n", "0.000 | \n", "
28629 | \n", "2020-03-01 | \n", "0.444 | \n", "0.000 | \n", "
28630 | \n", "2020-03-02 | \n", "0.903 | \n", "0.015 | \n", "
28631 | \n", "2020-03-03 | \n", "0.311 | \n", "0.015 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "
29061 | \n", "2021-05-07 | \n", "283.256 | \n", "3.715 | \n", "
29062 | \n", "2021-05-08 | \n", "307.041 | \n", "2.605 | \n", "
29063 | \n", "2021-05-09 | \n", "135.101 | \n", "1.702 | \n", "
29064 | \n", "2021-05-10 | \n", "48.828 | \n", "4.322 | \n", "
29065 | \n", "2021-05-11 | \n", "292.921 | \n", "3.715 | \n", "
439 rows × 3 columns
\n", "\n", " | date | \n", "it_new_cse_pr_million | \n", "it_new_dth_pr_million | \n", "
---|---|---|---|
39384 | \n", "2020-02-28 | \n", "3.854 | \n", "0.066 | \n", "
39385 | \n", "2020-02-29 | \n", "3.969 | \n", "0.132 | \n", "
39386 | \n", "2020-03-01 | \n", "9.361 | \n", "0.083 | \n", "
39387 | \n", "2020-03-02 | \n", "5.656 | \n", "0.298 | \n", "
39388 | \n", "2020-03-03 | \n", "7.707 | \n", "0.447 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "
39818 | \n", "2021-05-07 | \n", "174.474 | \n", "3.424 | \n", "
39819 | \n", "2021-05-08 | \n", "168.271 | \n", "3.705 | \n", "
39820 | \n", "2021-05-09 | \n", "137.095 | \n", "2.299 | \n", "
39821 | \n", "2021-05-10 | \n", "83.970 | \n", "3.275 | \n", "
39822 | \n", "2021-05-11 | \n", "114.833 | \n", "4.151 | \n", "
439 rows × 3 columns
\n", "\n", " | date | \n", "br_new_cse_pr_million | \n", "br_new_dth_pr_million | \n", "
---|---|---|---|
11218 | \n", "2020-02-28 | \n", "0.000 | \n", "NaN | \n", "
11219 | \n", "2020-02-29 | \n", "0.005 | \n", "NaN | \n", "
11220 | \n", "2020-03-01 | \n", "0.000 | \n", "NaN | \n", "
11221 | \n", "2020-03-02 | \n", "0.000 | \n", "NaN | \n", "
11222 | \n", "2020-03-03 | \n", "0.000 | \n", "NaN | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "
11652 | \n", "2021-05-07 | \n", "371.124 | \n", "10.185 | \n", "
11653 | \n", "2021-05-08 | \n", "298.411 | \n", "10.359 | \n", "
11654 | \n", "2021-05-09 | \n", "183.059 | \n", "4.817 | \n", "
11655 | \n", "2021-05-10 | \n", "118.555 | \n", "4.182 | \n", "
11656 | \n", "2021-05-11 | \n", "342.093 | \n", "10.872 | \n", "
439 rows × 3 columns
\n", "\n", " | date | \n", "p_new_cse_pr_million | \n", "p_new_dth_pr_million | \n", "
---|---|---|---|
63730 | \n", "2020-02-28 | \n", "NaN | \n", "NaN | \n", "
63731 | \n", "2020-02-29 | \n", "NaN | \n", "NaN | \n", "
63732 | \n", "2020-03-01 | \n", "NaN | \n", "NaN | \n", "
63733 | \n", "2020-03-02 | \n", "0.196 | \n", "NaN | \n", "
63734 | \n", "2020-03-03 | \n", "0.000 | \n", "NaN | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "
64164 | \n", "2021-05-07 | \n", "36.973 | \n", "0.098 | \n", "
64165 | \n", "2021-05-08 | \n", "39.817 | \n", "0.196 | \n", "
64166 | \n", "2021-05-09 | \n", "31.775 | \n", "0.098 | \n", "
64167 | \n", "2021-05-10 | \n", "15.495 | \n", "0.098 | \n", "
64168 | \n", "2021-05-11 | \n", "26.283 | \n", "0.098 | \n", "
439 rows × 3 columns
\n", "\n", " | date | \n", "sp_new_cse_pr_million | \n", "sp_new_dth_pr_million | \n", "
---|---|---|---|
74246 | \n", "2020-02-28 | \n", "0.364 | \n", "NaN | \n", "
74247 | \n", "2020-02-29 | \n", "0.278 | \n", "NaN | \n", "
74248 | \n", "2020-03-01 | \n", "0.834 | \n", "NaN | \n", "
74249 | \n", "2020-03-02 | \n", "0.770 | \n", "NaN | \n", "
74250 | \n", "2020-03-03 | \n", "0.962 | \n", "0.021 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "
74680 | \n", "2021-05-07 | \n", "175.084 | \n", "1.412 | \n", "
74681 | \n", "2021-05-08 | \n", "0.000 | \n", "0.000 | \n", "
74682 | \n", "2021-05-09 | \n", "0.000 | \n", "0.000 | \n", "
74683 | \n", "2021-05-10 | \n", "299.092 | \n", "2.203 | \n", "
74684 | \n", "2021-05-11 | \n", "105.679 | \n", "4.385 | \n", "
439 rows × 3 columns
\n", "\n", " | date | \n", "i_new_cse_pr_million | \n", "i_new_dth_pr_million | \n", "
---|---|---|---|
36129 | \n", "2020-02-28 | \n", "0.000 | \n", "NaN | \n", "
36130 | \n", "2020-02-29 | \n", "0.000 | \n", "NaN | \n", "
36131 | \n", "2020-03-01 | \n", "0.000 | \n", "NaN | \n", "
36132 | \n", "2020-03-02 | \n", "0.001 | \n", "NaN | \n", "
36133 | \n", "2020-03-03 | \n", "0.000 | \n", "NaN | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "
36563 | \n", "2021-05-07 | \n", "290.635 | \n", "3.034 | \n", "
36564 | \n", "2021-05-08 | \n", "292.322 | \n", "2.954 | \n", "
36565 | \n", "2021-05-09 | \n", "265.575 | \n", "2.731 | \n", "
36566 | \n", "2021-05-10 | \n", "239.088 | \n", "2.809 | \n", "
36567 | \n", "2021-05-11 | \n", "252.478 | \n", "3.047 | \n", "
439 rows × 3 columns
\n", "\n", " | date | \n", "c_new_cse_pr_million | \n", "c_new_dth_pr_million | \n", "
---|---|---|---|
16600 | \n", "2020-02-28 | \n", "0.228 | \n", "0.031 | \n", "
16601 | \n", "2020-02-29 | \n", "0.297 | \n", "0.033 | \n", "
16602 | \n", "2020-03-01 | \n", "0.400 | \n", "0.024 | \n", "
16603 | \n", "2020-03-02 | \n", "0.142 | \n", "0.029 | \n", "
16604 | \n", "2020-03-03 | \n", "0.087 | \n", "0.023 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "
17034 | \n", "2021-05-07 | \n", "0.007 | \n", "0.000 | \n", "
17035 | \n", "2021-05-08 | \n", "0.012 | \n", "0.000 | \n", "
17036 | \n", "2021-05-09 | \n", "0.008 | \n", "0.000 | \n", "
17037 | \n", "2021-05-10 | \n", "0.013 | \n", "0.000 | \n", "
17038 | \n", "2021-05-11 | \n", "0.012 | \n", "0.000 | \n", "
439 rows × 3 columns
\n", "\n", " | date | \n", "t_new_cse_pr_million | \n", "t_new_dth_pr_million | \n", "
---|---|---|---|
77373 | \n", "2020-02-28 | \n", "0.084 | \n", "0.0 | \n", "
77374 | \n", "2020-02-29 | \n", "0.210 | \n", "0.0 | \n", "
77375 | \n", "2020-03-01 | \n", "0.042 | \n", "0.0 | \n", "
77376 | \n", "2020-03-02 | \n", "0.042 | \n", "0.0 | \n", "
77377 | \n", "2020-03-03 | \n", "0.042 | \n", "0.0 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "
77807 | \n", "2021-05-07 | \n", "0.210 | \n", "0.0 | \n", "
77808 | \n", "2021-05-08 | \n", "0.210 | \n", "0.0 | \n", "
77809 | \n", "2021-05-09 | \n", "0.042 | \n", "0.0 | \n", "
77810 | \n", "2021-05-10 | \n", "0.630 | \n", "0.0 | \n", "
77811 | \n", "2021-05-11 | \n", "0.462 | \n", "0.0 | \n", "
439 rows × 3 columns
\n", "\n", " | date | \n", "j_new_cse_pr_million | \n", "j_new_dth_pr_million | \n", "
---|---|---|---|
40287 | \n", "2020-02-28 | \n", "0.142 | \n", "0.008 | \n", "
40288 | \n", "2020-02-29 | \n", "0.071 | \n", "0.008 | \n", "
40289 | \n", "2020-03-01 | \n", "0.111 | \n", "0.000 | \n", "
40290 | \n", "2020-03-02 | \n", "0.150 | \n", "0.000 | \n", "
40291 | \n", "2020-03-03 | \n", "0.158 | \n", "0.000 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "
40721 | \n", "2021-05-07 | \n", "47.803 | \n", "1.154 | \n", "
40722 | \n", "2021-05-08 | \n", "57.315 | \n", "0.664 | \n", "
40723 | \n", "2021-05-09 | \n", "52.010 | \n", "0.506 | \n", "
40724 | \n", "2021-05-10 | \n", "38.402 | \n", "0.561 | \n", "
40725 | \n", "2021-05-11 | \n", "50.286 | \n", "0.901 | \n", "
439 rows × 3 columns
\n", "\n", " | date | \n", "sa_new_cse_pr_million | \n", "sa_new_dth_pr_million | \n", "
---|---|---|---|
72456 | \n", "2020-02-28 | \n", "NaN | \n", "NaN | \n", "
72457 | \n", "2020-02-29 | \n", "NaN | \n", "NaN | \n", "
72458 | \n", "2020-03-01 | \n", "NaN | \n", "NaN | \n", "
72459 | \n", "2020-03-02 | \n", "NaN | \n", "NaN | \n", "
72460 | \n", "2020-03-03 | \n", "NaN | \n", "NaN | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "
72890 | \n", "2021-05-07 | \n", "38.038 | \n", "1.130 | \n", "
72891 | \n", "2021-05-08 | \n", "0.000 | \n", "0.000 | \n", "
72892 | \n", "2021-05-09 | \n", "66.921 | \n", "0.809 | \n", "
72893 | \n", "2021-05-10 | \n", "19.036 | \n", "1.517 | \n", "
72894 | \n", "2021-05-11 | \n", "26.101 | \n", "1.197 | \n", "
439 rows × 3 columns
\n", "\n", " | date | \n", "n_new_cse_pr_million | \n", "n_new_dth_pr_million | \n", "
---|---|---|---|
57349 | \n", "2020-02-28 | \n", "0.005 | \n", "NaN | \n", "
57350 | \n", "2020-02-29 | \n", "0.000 | \n", "NaN | \n", "
57351 | \n", "2020-03-01 | \n", "0.000 | \n", "NaN | \n", "
57352 | \n", "2020-03-02 | \n", "0.000 | \n", "NaN | \n", "
57353 | \n", "2020-03-03 | \n", "0.000 | \n", "NaN | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "
57783 | \n", "2021-05-07 | \n", "0.189 | \n", "0.0 | \n", "
57784 | \n", "2021-05-08 | \n", "0.146 | \n", "0.0 | \n", "
57785 | \n", "2021-05-09 | \n", "0.238 | \n", "0.0 | \n", "
57786 | \n", "2021-05-10 | \n", "0.238 | \n", "0.0 | \n", "
57787 | \n", "2021-05-11 | \n", "0.228 | \n", "0.0 | \n", "
439 rows × 3 columns
\n", "\n", " | date | \n", "nz_new_cse_pr_million | \n", "nz_new_dth_pr_million | \n", "
---|---|---|---|
56073 | \n", "2020-02-28 | \n", "0.207 | \n", "NaN | \n", "
56074 | \n", "2020-02-29 | \n", "0.000 | \n", "NaN | \n", "
56075 | \n", "2020-03-01 | \n", "0.000 | \n", "NaN | \n", "
56076 | \n", "2020-03-02 | \n", "0.000 | \n", "NaN | \n", "
56077 | \n", "2020-03-03 | \n", "0.000 | \n", "NaN | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "
56507 | \n", "2021-05-07 | \n", "0.000 | \n", "0.0 | \n", "
56508 | \n", "2021-05-08 | \n", "1.659 | \n", "0.0 | \n", "
56509 | \n", "2021-05-09 | \n", "0.415 | \n", "0.0 | \n", "
56510 | \n", "2021-05-10 | \n", "0.000 | \n", "0.0 | \n", "
56511 | \n", "2021-05-11 | \n", "-0.207 | \n", "0.0 | \n", "
439 rows × 3 columns
\n", "\n", " | date | \n", "a_new_cse_pr_million | \n", "a_new_dth_pr_million | \n", "
---|---|---|---|
4625 | \n", "2020-02-28 | \n", "0.000 | \n", "NaN | \n", "
4626 | \n", "2020-02-29 | \n", "0.392 | \n", "NaN | \n", "
4627 | \n", "2020-03-01 | \n", "0.078 | \n", "0.039 | \n", "
4628 | \n", "2020-03-02 | \n", "0.118 | \n", "0.000 | \n", "
4629 | \n", "2020-03-03 | \n", "0.353 | \n", "0.000 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "
5059 | \n", "2021-05-07 | \n", "0.510 | \n", "0.000 | \n", "
5060 | \n", "2021-05-08 | \n", "0.627 | \n", "0.000 | \n", "
5061 | \n", "2021-05-09 | \n", "0.353 | \n", "0.000 | \n", "
5062 | \n", "2021-05-10 | \n", "0.275 | \n", "0.000 | \n", "
5063 | \n", "2021-05-11 | \n", "0.314 | \n", "0.000 | \n", "
439 rows × 3 columns
\n", "\n", " | date | \n", "s_new_cse_pr_million | \n", "s_new_dth_pr_million | \n", "
---|---|---|---|
76033 | \n", "2020-02-28 | \n", "0.792 | \n", "NaN | \n", "
76034 | \n", "2020-02-29 | \n", "0.297 | \n", "NaN | \n", "
76035 | \n", "2020-03-01 | \n", "0.000 | \n", "NaN | \n", "
76036 | \n", "2020-03-02 | \n", "0.495 | \n", "NaN | \n", "
76037 | \n", "2020-03-03 | \n", "1.287 | \n", "NaN | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "
76467 | \n", "2021-05-07 | \n", "561.526 | \n", "1.485 | \n", "
76468 | \n", "2021-05-08 | \n", "0.000 | \n", "0.000 | \n", "
76469 | \n", "2021-05-09 | \n", "0.000 | \n", "0.000 | \n", "
76470 | \n", "2021-05-10 | \n", "0.000 | \n", "0.000 | \n", "
76471 | \n", "2021-05-11 | \n", "1367.624 | \n", "4.357 | \n", "
439 rows × 3 columns
\n", "\n", " | date | \n", "d_new_cse_pr_million | \n", "d_new_dth_pr_million | \n", "
---|---|---|---|
21363 | \n", "2020-02-28 | \n", "0.000 | \n", "NaN | \n", "
21364 | \n", "2020-02-29 | \n", "0.345 | \n", "NaN | \n", "
21365 | \n", "2020-03-01 | \n", "0.173 | \n", "NaN | \n", "
21366 | \n", "2020-03-02 | \n", "0.000 | \n", "NaN | \n", "
21367 | \n", "2020-03-03 | \n", "0.345 | \n", "NaN | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "
21797 | \n", "2021-05-07 | \n", "176.617 | \n", "0.345 | \n", "
21798 | \n", "2021-05-08 | \n", "116.881 | \n", "0.345 | \n", "
21799 | \n", "2021-05-09 | \n", "150.893 | \n", "0.000 | \n", "
21800 | \n", "2021-05-10 | \n", "160.906 | \n", "0.000 | \n", "
21801 | \n", "2021-05-11 | \n", "159.870 | \n", "0.345 | \n", "
439 rows × 3 columns
\n", "\n", " | date | \n", "uk_new_cse_pr_million | \n", "uk_new_dth_pr_million | \n", "us_new_cse_pr_million | \n", "us_new_dth_pr_million | \n", "c_new_cse_pr_million | \n", "c_new_dth_pr_million | \n", "sa_new_cse_pr_million | \n", "sa_new_dth_pr_million | \n", "s_new_cse_pr_million | \n", "s_new_dth_pr_million | \n", "t_new_cse_pr_million | \n", "t_new_dth_pr_million | \n", "d_new_cse_pr_million | \n", "d_new_dth_pr_million | \n", "n_new_cse_pr_million | \n", "n_new_dth_pr_million | \n", "j_new_cse_pr_million | \n", "j_new_dth_pr_million | \n", "i_new_cse_pr_million | \n", "i_new_dth_pr_million | \n", "nz_new_cse_pr_million | \n", "nz_new_dth_pr_million | \n", "a_new_cse_pr_million | \n", "a_new_dth_pr_million | \n", "sp_new_cse_pr_million | \n", "sp_new_dth_pr_million | \n", "br_new_cse_pr_million | \n", "br_new_dth_pr_million | \n", "p_new_cse_pr_million | \n", "p_new_dth_pr_million | \n", "it_new_cse_pr_million | \n", "it_new_dth_pr_million | \n", "fr_new_cse_pr_million | \n", "fr_new_dth_pr_million | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "2020-02-28 | \n", "0.177 | \n", "NaN | \n", "0.000 | \n", "NaN | \n", "0.228 | \n", "0.031 | \n", "NaN | \n", "NaN | \n", "0.792 | \n", "NaN | \n", "0.084 | \n", "0.0 | \n", "0.000 | \n", "NaN | \n", "0.005 | \n", "NaN | \n", "0.142 | \n", "0.008 | \n", "0.000 | \n", "NaN | \n", "0.207 | \n", "NaN | \n", "0.000 | \n", "NaN | \n", "0.364 | \n", "NaN | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "3.854 | \n", "0.066 | \n", "0.281 | \n", "0.000 | \n", "
1 | \n", "2020-02-29 | \n", "0.074 | \n", "NaN | \n", "0.024 | \n", "0.003 | \n", "0.297 | \n", "0.033 | \n", "NaN | \n", "NaN | \n", "0.297 | \n", "NaN | \n", "0.210 | \n", "0.0 | \n", "0.345 | \n", "NaN | \n", "0.000 | \n", "NaN | \n", "0.071 | \n", "0.008 | \n", "0.000 | \n", "NaN | \n", "0.000 | \n", "NaN | \n", "0.392 | \n", "NaN | \n", "0.278 | \n", "NaN | \n", "0.005 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "3.969 | \n", "0.132 | \n", "0.636 | \n", "0.000 | \n", "
2 | \n", "2020-03-01 | \n", "0.486 | \n", "NaN | \n", "0.021 | \n", "0.000 | \n", "0.400 | \n", "0.024 | \n", "NaN | \n", "NaN | \n", "0.000 | \n", "NaN | \n", "0.042 | \n", "0.0 | \n", "0.173 | \n", "NaN | \n", "0.000 | \n", "NaN | \n", "0.111 | \n", "0.000 | \n", "0.000 | \n", "NaN | \n", "0.000 | \n", "NaN | \n", "0.078 | \n", "0.039 | \n", "0.834 | \n", "NaN | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "9.361 | \n", "0.083 | \n", "0.444 | \n", "0.000 | \n", "
3 | \n", "2020-03-02 | \n", "0.589 | \n", "NaN | \n", "0.069 | \n", "0.015 | \n", "0.142 | \n", "0.029 | \n", "NaN | \n", "NaN | \n", "0.495 | \n", "NaN | \n", "0.042 | \n", "0.0 | \n", "0.000 | \n", "NaN | \n", "0.000 | \n", "NaN | \n", "0.150 | \n", "0.000 | \n", "0.001 | \n", "NaN | \n", "0.000 | \n", "NaN | \n", "0.118 | \n", "0.000 | \n", "0.770 | \n", "NaN | \n", "0.000 | \n", "NaN | \n", "0.196 | \n", "NaN | \n", "5.656 | \n", "0.298 | \n", "0.903 | \n", "0.015 | \n", "
4 | \n", "2020-03-03 | \n", "0.810 | \n", "NaN | \n", "0.057 | \n", "0.003 | \n", "0.087 | \n", "0.023 | \n", "NaN | \n", "NaN | \n", "1.287 | \n", "NaN | \n", "0.042 | \n", "0.0 | \n", "0.345 | \n", "NaN | \n", "0.000 | \n", "NaN | \n", "0.158 | \n", "0.000 | \n", "0.000 | \n", "NaN | \n", "0.000 | \n", "NaN | \n", "0.353 | \n", "0.000 | \n", "0.962 | \n", "0.021 | \n", "0.000 | \n", "NaN | \n", "0.000 | \n", "NaN | \n", "7.707 | \n", "0.447 | \n", "0.311 | \n", "0.015 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
434 | \n", "2021-05-07 | \n", "36.679 | \n", "0.221 | \n", "142.866 | \n", "2.275 | \n", "0.007 | \n", "0.000 | \n", "38.038 | \n", "1.130 | \n", "561.526 | \n", "1.485 | \n", "0.210 | \n", "0.0 | \n", "176.617 | \n", "0.345 | \n", "0.189 | \n", "0.0 | \n", "47.803 | \n", "1.154 | \n", "290.635 | \n", "3.034 | \n", "0.000 | \n", "0.0 | \n", "0.510 | \n", "0.000 | \n", "175.084 | \n", "1.412 | \n", "371.124 | \n", "10.185 | \n", "36.973 | \n", "0.098 | \n", "174.474 | \n", "3.424 | \n", "283.256 | \n", "3.715 | \n", "
435 | \n", "2021-05-08 | \n", "30.286 | \n", "0.074 | \n", "104.208 | \n", "1.858 | \n", "0.012 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.210 | \n", "0.0 | \n", "116.881 | \n", "0.345 | \n", "0.146 | \n", "0.0 | \n", "57.315 | \n", "0.664 | \n", "292.322 | \n", "2.954 | \n", "1.659 | \n", "0.0 | \n", "0.627 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "298.411 | \n", "10.359 | \n", "39.817 | \n", "0.196 | \n", "168.271 | \n", "3.705 | \n", "307.041 | \n", "2.605 | \n", "
436 | \n", "2021-05-09 | \n", "26.073 | \n", "0.029 | \n", "64.628 | \n", "0.719 | \n", "0.008 | \n", "0.000 | \n", "66.921 | \n", "0.809 | \n", "0.000 | \n", "0.000 | \n", "0.042 | \n", "0.0 | \n", "150.893 | \n", "0.000 | \n", "0.238 | \n", "0.0 | \n", "52.010 | \n", "0.506 | \n", "265.575 | \n", "2.731 | \n", "0.415 | \n", "0.0 | \n", "0.353 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "183.059 | \n", "4.817 | \n", "31.775 | \n", "0.098 | \n", "137.095 | \n", "2.299 | \n", "135.101 | \n", "1.702 | \n", "
437 | \n", "2021-05-10 | \n", "35.029 | \n", "0.074 | \n", "111.473 | \n", "1.205 | \n", "0.013 | \n", "0.000 | \n", "19.036 | \n", "1.517 | \n", "0.000 | \n", "0.000 | \n", "0.630 | \n", "0.0 | \n", "160.906 | \n", "0.000 | \n", "0.238 | \n", "0.0 | \n", "38.402 | \n", "0.561 | \n", "239.088 | \n", "2.809 | \n", "0.000 | \n", "0.0 | \n", "0.275 | \n", "0.000 | \n", "299.092 | \n", "2.203 | \n", "118.555 | \n", "4.182 | \n", "15.495 | \n", "0.098 | \n", "83.970 | \n", "3.275 | \n", "48.828 | \n", "4.322 | \n", "
438 | \n", "2021-05-11 | \n", "36.679 | \n", "0.295 | \n", "101.664 | \n", "2.066 | \n", "0.012 | \n", "0.000 | \n", "26.101 | \n", "1.197 | \n", "1367.624 | \n", "4.357 | \n", "0.462 | \n", "0.0 | \n", "159.870 | \n", "0.345 | \n", "0.228 | \n", "0.0 | \n", "50.286 | \n", "0.901 | \n", "252.478 | \n", "3.047 | \n", "-0.207 | \n", "0.0 | \n", "0.314 | \n", "0.000 | \n", "105.679 | \n", "4.385 | \n", "342.093 | \n", "10.872 | \n", "26.283 | \n", "0.098 | \n", "114.833 | \n", "4.151 | \n", "292.921 | \n", "3.715 | \n", "
439 rows × 35 columns
\n", "\n", " | new_deaths | \n", "
---|---|
0 | \n", "0.0 | \n", "
1 | \n", "0.0 | \n", "
2 | \n", "0.0 | \n", "
3 | \n", "0.0 | \n", "
4 | \n", "0.0 | \n", "
... | \n", "... | \n", "
87737 | \n", "1.0 | \n", "
87738 | \n", "0.0 | \n", "
87739 | \n", "0.0 | \n", "
87740 | \n", "0.0 | \n", "
87741 | \n", "3.0 | \n", "
87742 rows × 1 columns
\n", "\n", " | new_deaths | \n", "
---|---|
67596 | \n", "0.0 | \n", "
27355 | \n", "1744.0 | \n", "
21188 | \n", "4.0 | \n", "
48635 | \n", "0.0 | \n", "
1694 | \n", "4.0 | \n", "
... | \n", "... | \n", "
6181 | \n", "2.0 | \n", "
77455 | \n", "0.0 | \n", "
85366 | \n", "5.0 | \n", "
46044 | \n", "0.0 | \n", "
78998 | \n", "2.0 | \n", "
8775 rows × 1 columns
\n", "\n", " | actual_deaths | \n", "predicted_deaths | \n", "
---|---|---|
0 | \n", "0.0 | \n", "0 | \n", "
1 | \n", "1744.0 | \n", "1261 | \n", "
2 | \n", "4.0 | \n", "3 | \n", "
3 | \n", "0.0 | \n", "0 | \n", "
4 | \n", "4.0 | \n", "6 | \n", "
... | \n", "... | \n", "... | \n", "
8770 | \n", "2.0 | \n", "0 | \n", "
8771 | \n", "0.0 | \n", "0 | \n", "
8772 | \n", "5.0 | \n", "7 | \n", "
8773 | \n", "0.0 | \n", "0 | \n", "
8774 | \n", "2.0 | \n", "15 | \n", "
8775 rows × 2 columns
\n", "\n", " | iso_code | \n", "continent | \n", "location | \n", "date | \n", "total_cases | \n", "new_cases | \n", "new_cases_smoothed | \n", "total_deaths | \n", "new_deaths | \n", "new_deaths_smoothed | \n", "total_cases_per_million | \n", "new_cases_per_million | \n", "new_cases_smoothed_per_million | \n", "total_deaths_per_million | \n", "new_deaths_per_million | \n", "new_deaths_smoothed_per_million | \n", "reproduction_rate | \n", "icu_patients | \n", "icu_patients_per_million | \n", "hosp_patients | \n", "hosp_patients_per_million | \n", "weekly_icu_admissions | \n", "weekly_icu_admissions_per_million | \n", "weekly_hosp_admissions | \n", "weekly_hosp_admissions_per_million | \n", "new_tests | \n", "total_tests | \n", "total_tests_per_thousand | \n", "new_tests_per_thousand | \n", "new_tests_smoothed | \n", "new_tests_smoothed_per_thousand | \n", "positive_rate | \n", "tests_per_case | \n", "tests_units | \n", "total_vaccinations | \n", "people_vaccinated | \n", "people_fully_vaccinated | \n", "new_vaccinations | \n", "new_vaccinations_smoothed | \n", "total_vaccinations_per_hundred | \n", "people_vaccinated_per_hundred | \n", "people_fully_vaccinated_per_hundred | \n", "new_vaccinations_smoothed_per_million | \n", "stringency_index | \n", "population | \n", "population_density | \n", "median_age | \n", "aged_65_older | \n", "aged_70_older | \n", "gdp_per_capita | \n", "extreme_poverty | \n", "cardiovasc_death_rate | \n", "diabetes_prevalence | \n", "female_smokers | \n", "male_smokers | \n", "handwashing_facilities | \n", "hospital_beds_per_thousand | \n", "life_expectancy | \n", "human_development_index | \n", "date_num | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
442 | \n", "AFG | \n", "Asia | \n", "Afghanistan | \n", "2021-05-12 | \n", "62403.0 | \n", "340.0 | \n", "262.857 | \n", "2710.0 | \n", "12.0 | \n", "8.857 | \n", "1603.022 | \n", "8.734 | \n", "6.752 | \n", "69.615 | \n", "0.308 | \n", "0.228 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "3.892834e+07 | \n", "54.422 | \n", "18.6 | \n", "2.581 | \n", "1.337 | \n", "1803.987 | \n", "NaN | \n", "597.029 | \n", "9.59 | \n", "NaN | \n", "NaN | \n", "37.746 | \n", "0.500 | \n", "64.83 | \n", "0.511 | \n", "11052021 | \n", "
896 | \n", "OWID_AFR | \n", "NaN | \n", "Africa | \n", "2021-05-12 | \n", "4648116.0 | \n", "7067.0 | \n", "8869.000 | \n", "125059.0 | \n", "314.0 | \n", "310.000 | \n", "3467.196 | \n", "5.272 | \n", "6.616 | \n", "93.286 | \n", "0.234 | \n", "0.231 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.164884e+07 | \n", "15231710.0 | \n", "5540571.0 | \n", "254715.0 | \n", "349521.0 | \n", "1.61 | \n", "1.14 | \n", "0.41 | \n", "261.0 | \n", "NaN | \n", "1.340598e+09 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "11052021 | \n", "
1338 | \n", "ALB | \n", "Europe | \n", "Albania | \n", "2021-05-12 | \n", "131803.0 | \n", "50.0 | \n", "68.000 | \n", "2420.0 | \n", "4.0 | \n", "2.571 | \n", "45799.917 | \n", "17.374 | \n", "23.629 | \n", "840.920 | \n", "1.390 | \n", "0.894 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.877800e+06 | \n", "104.871 | \n", "38.0 | \n", "13.188 | \n", "8.643 | \n", "11803.431 | \n", "1.1 | \n", "304.195 | \n", "10.08 | \n", "7.100 | \n", "51.200 | \n", "NaN | \n", "2.890 | \n", "78.57 | \n", "0.795 | \n", "11052021 | \n", "
1780 | \n", "DZA | \n", "Africa | \n", "Algeria | \n", "2021-05-12 | \n", "124483.0 | \n", "195.0 | \n", "212.000 | \n", "3343.0 | \n", "8.0 | \n", "7.714 | \n", "2838.769 | \n", "4.447 | \n", "4.835 | \n", "76.235 | \n", "0.182 | \n", "0.176 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "4.385104e+07 | \n", "17.348 | \n", "29.1 | \n", "6.211 | \n", "3.857 | \n", "13913.839 | \n", "0.5 | \n", "278.364 | \n", "6.73 | \n", "0.700 | \n", "30.400 | \n", "83.741 | \n", "1.900 | \n", "76.88 | \n", "0.748 | \n", "11052021 | \n", "
2216 | \n", "AND | \n", "Europe | \n", "Andorra | \n", "2021-05-12 | \n", "13447.0 | \n", "18.0 | \n", "18.714 | \n", "127.0 | \n", "0.0 | \n", "0.000 | \n", "174037.404 | \n", "232.964 | \n", "242.209 | \n", "1643.694 | \n", "0.000 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "7.726500e+04 | \n", "163.755 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "109.135 | \n", "7.97 | \n", "29.000 | \n", "37.800 | \n", "NaN | \n", "NaN | \n", "83.73 | \n", "0.868 | \n", "11052021 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
86030 | \n", "WLF | \n", "Oceania | \n", "Wallis and Futuna | \n", "2021-05-12 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "5.774000e+03 | \n", "4286.0 | \n", "1488.0 | \n", "NaN | \n", "10.0 | \n", "51.34 | \n", "38.11 | \n", "13.23 | \n", "889.0 | \n", "NaN | \n", "1.124600e+04 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "79.94 | \n", "NaN | \n", "11052021 | \n", "
86506 | \n", "OWID_WRL | \n", "NaN | \n", "World | \n", "2021-05-12 | \n", "159690774.0 | \n", "738473.0 | \n", "761605.857 | \n", "3317325.0 | \n", "13629.0 | \n", "12806.143 | \n", "20486.837 | \n", "94.739 | \n", "97.707 | \n", "425.582 | \n", "1.748 | \n", "1.643 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.345085e+09 | \n", "666983330.0 | \n", "327671130.0 | \n", "20880198.0 | \n", "21067383.0 | \n", "17.26 | \n", "8.56 | \n", "4.20 | \n", "2703.0 | \n", "NaN | \n", "7.794799e+09 | \n", "58.045 | \n", "30.9 | \n", "8.696 | \n", "5.355 | \n", "15469.207 | \n", "10.0 | \n", "233.070 | \n", "8.51 | \n", "6.434 | \n", "34.635 | \n", "60.130 | \n", "2.705 | \n", "72.58 | \n", "0.737 | \n", "11052021 | \n", "
86903 | \n", "YEM | \n", "Asia | \n", "Yemen | \n", "2021-05-12 | \n", "6492.0 | \n", "7.0 | \n", "14.571 | \n", "1276.0 | \n", "1.0 | \n", "5.143 | \n", "217.663 | \n", "0.235 | \n", "0.489 | \n", "42.782 | \n", "0.034 | \n", "0.172 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.982597e+07 | \n", "53.508 | \n", "20.3 | \n", "2.922 | \n", "1.583 | \n", "1479.147 | \n", "18.8 | \n", "495.003 | \n", "5.35 | \n", "7.600 | \n", "29.200 | \n", "49.542 | \n", "0.700 | \n", "66.12 | \n", "0.470 | \n", "11052021 | \n", "
87323 | \n", "ZMB | \n", "Africa | \n", "Zambia | \n", "2021-05-12 | \n", "92152.0 | \n", "40.0 | \n", "49.714 | \n", "1258.0 | \n", "1.0 | \n", "0.571 | \n", "5012.632 | \n", "2.176 | \n", "2.704 | \n", "68.429 | \n", "0.054 | \n", "0.031 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.838396e+07 | \n", "22.995 | \n", "17.7 | \n", "2.480 | \n", "1.542 | \n", "3689.251 | \n", "57.5 | \n", "234.499 | \n", "3.94 | \n", "3.100 | \n", "24.700 | \n", "13.938 | \n", "2.000 | \n", "63.89 | \n", "0.584 | \n", "11052021 | \n", "
87741 | \n", "ZWE | \n", "Africa | \n", "Zimbabwe | \n", "2021-05-12 | \n", "38448.0 | \n", "15.0 | \n", "17.286 | \n", "1579.0 | \n", "3.0 | \n", "0.714 | \n", "2586.839 | \n", "1.009 | \n", "1.163 | \n", "106.237 | \n", "0.202 | \n", "0.048 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "7.097720e+05 | \n", "539526.0 | \n", "170246.0 | \n", "19119.0 | \n", "21428.0 | \n", "4.78 | \n", "3.63 | \n", "1.15 | \n", "1442.0 | \n", "NaN | \n", "1.486293e+07 | \n", "42.729 | \n", "19.6 | \n", "2.822 | \n", "1.882 | \n", "1899.775 | \n", "21.4 | \n", "307.846 | \n", "1.82 | \n", "1.600 | \n", "30.700 | \n", "36.791 | \n", "1.700 | \n", "61.49 | \n", "0.571 | \n", "11052021 | \n", "
211 rows × 60 columns
\n", "\n", " | iso_code | \n", "continent | \n", "location | \n", "date | \n", "total_cases | \n", "new_cases | \n", "new_cases_smoothed | \n", "total_deaths | \n", "new_deaths | \n", "new_deaths_smoothed | \n", "total_cases_per_million | \n", "new_cases_per_million | \n", "new_cases_smoothed_per_million | \n", "total_deaths_per_million | \n", "new_deaths_per_million | \n", "new_deaths_smoothed_per_million | \n", "reproduction_rate | \n", "icu_patients | \n", "icu_patients_per_million | \n", "hosp_patients | \n", "hosp_patients_per_million | \n", "weekly_icu_admissions | \n", "weekly_icu_admissions_per_million | \n", "weekly_hosp_admissions | \n", "weekly_hosp_admissions_per_million | \n", "new_tests | \n", "total_tests | \n", "total_tests_per_thousand | \n", "new_tests_per_thousand | \n", "new_tests_smoothed | \n", "new_tests_smoothed_per_thousand | \n", "positive_rate | \n", "tests_per_case | \n", "tests_units | \n", "total_vaccinations | \n", "people_vaccinated | \n", "people_fully_vaccinated | \n", "new_vaccinations | \n", "new_vaccinations_smoothed | \n", "total_vaccinations_per_hundred | \n", "people_vaccinated_per_hundred | \n", "people_fully_vaccinated_per_hundred | \n", "new_vaccinations_smoothed_per_million | \n", "stringency_index | \n", "population | \n", "population_density | \n", "median_age | \n", "aged_65_older | \n", "aged_70_older | \n", "gdp_per_capita | \n", "extreme_poverty | \n", "cardiovasc_death_rate | \n", "diabetes_prevalence | \n", "female_smokers | \n", "male_smokers | \n", "handwashing_facilities | \n", "hospital_beds_per_thousand | \n", "life_expectancy | \n", "human_development_index | \n", "date_num | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
442 | \n", "AFG | \n", "Asia | \n", "Afghanistan | \n", "2021-05-12 | \n", "62403.0 | \n", "340.0 | \n", "262.857 | \n", "2710.0 | \n", "12.0 | \n", "8.857 | \n", "1603.022 | \n", "8.734 | \n", "6.752 | \n", "69.615 | \n", "0.308 | \n", "0.228 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "3.892834e+07 | \n", "54.422 | \n", "18.6 | \n", "2.581 | \n", "1.337 | \n", "1803.987 | \n", "NaN | \n", "597.029 | \n", "9.59 | \n", "NaN | \n", "NaN | \n", "37.746 | \n", "0.500 | \n", "64.83 | \n", "0.511 | \n", "12052021 | \n", "
896 | \n", "OWID_AFR | \n", "NaN | \n", "Africa | \n", "2021-05-12 | \n", "4648116.0 | \n", "7067.0 | \n", "8869.000 | \n", "125059.0 | \n", "314.0 | \n", "310.000 | \n", "3467.196 | \n", "5.272 | \n", "6.616 | \n", "93.286 | \n", "0.234 | \n", "0.231 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.164884e+07 | \n", "15231710.0 | \n", "5540571.0 | \n", "254715.0 | \n", "349521.0 | \n", "1.61 | \n", "1.14 | \n", "0.41 | \n", "261.0 | \n", "NaN | \n", "1.340598e+09 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "12052021 | \n", "
1338 | \n", "ALB | \n", "Europe | \n", "Albania | \n", "2021-05-12 | \n", "131803.0 | \n", "50.0 | \n", "68.000 | \n", "2420.0 | \n", "4.0 | \n", "2.571 | \n", "45799.917 | \n", "17.374 | \n", "23.629 | \n", "840.920 | \n", "1.390 | \n", "0.894 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.877800e+06 | \n", "104.871 | \n", "38.0 | \n", "13.188 | \n", "8.643 | \n", "11803.431 | \n", "1.1 | \n", "304.195 | \n", "10.08 | \n", "7.100 | \n", "51.200 | \n", "NaN | \n", "2.890 | \n", "78.57 | \n", "0.795 | \n", "12052021 | \n", "
1780 | \n", "DZA | \n", "Africa | \n", "Algeria | \n", "2021-05-12 | \n", "124483.0 | \n", "195.0 | \n", "212.000 | \n", "3343.0 | \n", "8.0 | \n", "7.714 | \n", "2838.769 | \n", "4.447 | \n", "4.835 | \n", "76.235 | \n", "0.182 | \n", "0.176 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "4.385104e+07 | \n", "17.348 | \n", "29.1 | \n", "6.211 | \n", "3.857 | \n", "13913.839 | \n", "0.5 | \n", "278.364 | \n", "6.73 | \n", "0.700 | \n", "30.400 | \n", "83.741 | \n", "1.900 | \n", "76.88 | \n", "0.748 | \n", "12052021 | \n", "
2216 | \n", "AND | \n", "Europe | \n", "Andorra | \n", "2021-05-12 | \n", "13447.0 | \n", "18.0 | \n", "18.714 | \n", "127.0 | \n", "0.0 | \n", "0.000 | \n", "174037.404 | \n", "232.964 | \n", "242.209 | \n", "1643.694 | \n", "0.000 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "7.726500e+04 | \n", "163.755 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "109.135 | \n", "7.97 | \n", "29.000 | \n", "37.800 | \n", "NaN | \n", "NaN | \n", "83.73 | \n", "0.868 | \n", "12052021 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
86030 | \n", "WLF | \n", "Oceania | \n", "Wallis and Futuna | \n", "2021-05-12 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "5.774000e+03 | \n", "4286.0 | \n", "1488.0 | \n", "NaN | \n", "10.0 | \n", "51.34 | \n", "38.11 | \n", "13.23 | \n", "889.0 | \n", "NaN | \n", "1.124600e+04 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "79.94 | \n", "NaN | \n", "12052021 | \n", "
86506 | \n", "OWID_WRL | \n", "NaN | \n", "World | \n", "2021-05-12 | \n", "159690774.0 | \n", "738473.0 | \n", "761605.857 | \n", "3317325.0 | \n", "13629.0 | \n", "12806.143 | \n", "20486.837 | \n", "94.739 | \n", "97.707 | \n", "425.582 | \n", "1.748 | \n", "1.643 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.345085e+09 | \n", "666983330.0 | \n", "327671130.0 | \n", "20880198.0 | \n", "21067383.0 | \n", "17.26 | \n", "8.56 | \n", "4.20 | \n", "2703.0 | \n", "NaN | \n", "7.794799e+09 | \n", "58.045 | \n", "30.9 | \n", "8.696 | \n", "5.355 | \n", "15469.207 | \n", "10.0 | \n", "233.070 | \n", "8.51 | \n", "6.434 | \n", "34.635 | \n", "60.130 | \n", "2.705 | \n", "72.58 | \n", "0.737 | \n", "12052021 | \n", "
86903 | \n", "YEM | \n", "Asia | \n", "Yemen | \n", "2021-05-12 | \n", "6492.0 | \n", "7.0 | \n", "14.571 | \n", "1276.0 | \n", "1.0 | \n", "5.143 | \n", "217.663 | \n", "0.235 | \n", "0.489 | \n", "42.782 | \n", "0.034 | \n", "0.172 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2.982597e+07 | \n", "53.508 | \n", "20.3 | \n", "2.922 | \n", "1.583 | \n", "1479.147 | \n", "18.8 | \n", "495.003 | \n", "5.35 | \n", "7.600 | \n", "29.200 | \n", "49.542 | \n", "0.700 | \n", "66.12 | \n", "0.470 | \n", "12052021 | \n", "
87323 | \n", "ZMB | \n", "Africa | \n", "Zambia | \n", "2021-05-12 | \n", "92152.0 | \n", "40.0 | \n", "49.714 | \n", "1258.0 | \n", "1.0 | \n", "0.571 | \n", "5012.632 | \n", "2.176 | \n", "2.704 | \n", "68.429 | \n", "0.054 | \n", "0.031 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.838396e+07 | \n", "22.995 | \n", "17.7 | \n", "2.480 | \n", "1.542 | \n", "3689.251 | \n", "57.5 | \n", "234.499 | \n", "3.94 | \n", "3.100 | \n", "24.700 | \n", "13.938 | \n", "2.000 | \n", "63.89 | \n", "0.584 | \n", "12052021 | \n", "
87741 | \n", "ZWE | \n", "Africa | \n", "Zimbabwe | \n", "2021-05-12 | \n", "38448.0 | \n", "15.0 | \n", "17.286 | \n", "1579.0 | \n", "3.0 | \n", "0.714 | \n", "2586.839 | \n", "1.009 | \n", "1.163 | \n", "106.237 | \n", "0.202 | \n", "0.048 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "7.097720e+05 | \n", "539526.0 | \n", "170246.0 | \n", "19119.0 | \n", "21428.0 | \n", "4.78 | \n", "3.63 | \n", "1.15 | \n", "1442.0 | \n", "NaN | \n", "1.486293e+07 | \n", "42.729 | \n", "19.6 | \n", "2.822 | \n", "1.882 | \n", "1899.775 | \n", "21.4 | \n", "307.846 | \n", "1.82 | \n", "1.600 | \n", "30.700 | \n", "36.791 | \n", "1.700 | \n", "61.49 | \n", "0.571 | \n", "12052021 | \n", "
211 rows × 60 columns
\n", "\n", " | iso_code | \n", "continent | \n", "location | \n", "total_cases | \n", "new_cases | \n", "new_cases_smoothed | \n", "total_deaths | \n", "new_deaths | \n", "new_deaths_smoothed | \n", "total_cases_per_million | \n", "new_cases_per_million | \n", "new_cases_smoothed_per_million | \n", "total_deaths_per_million | \n", "new_deaths_per_million | \n", "new_deaths_smoothed_per_million | \n", "reproduction_rate | \n", "icu_patients | \n", "icu_patients_per_million | \n", "hosp_patients | \n", "hosp_patients_per_million | \n", "weekly_icu_admissions | \n", "weekly_icu_admissions_per_million | \n", "weekly_hosp_admissions | \n", "weekly_hosp_admissions_per_million | \n", "new_tests | \n", "total_tests | \n", "total_tests_per_thousand | \n", "new_tests_per_thousand | \n", "new_tests_smoothed | \n", "new_tests_smoothed_per_thousand | \n", "positive_rate | \n", "tests_per_case | \n", "tests_units | \n", "total_vaccinations | \n", "people_vaccinated | \n", "people_fully_vaccinated | \n", "new_vaccinations | \n", "new_vaccinations_smoothed | \n", "total_vaccinations_per_hundred | \n", "people_vaccinated_per_hundred | \n", "people_fully_vaccinated_per_hundred | \n", "new_vaccinations_smoothed_per_million | \n", "stringency_index | \n", "population | \n", "population_density | \n", "median_age | \n", "aged_65_older | \n", "aged_70_older | \n", "gdp_per_capita | \n", "extreme_poverty | \n", "cardiovasc_death_rate | \n", "diabetes_prevalence | \n", "female_smokers | \n", "male_smokers | \n", "handwashing_facilities | \n", "hospital_beds_per_thousand | \n", "life_expectancy | \n", "human_development_index | \n", "date_num | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
442 | \n", "AFG | \n", "Asia | \n", "Afghanistan | \n", "62403.0 | \n", "340.0 | \n", "262.857 | \n", "2710.0 | \n", "12.0 | \n", "8.857 | \n", "1603.022 | \n", "8.734 | \n", "6.752 | \n", "69.615 | \n", "0.308 | \n", "0.228 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "Not Listed | \n", "0.000000e+00 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.0 | \n", "0.0 | \n", "3.892834e+07 | \n", "54.422 | \n", "18.6 | \n", "2.581 | \n", "1.337 | \n", "1803.987 | \n", "0.0 | \n", "597.029 | \n", "9.59 | \n", "0.000 | \n", "0.000 | \n", "37.746 | \n", "0.500 | \n", "64.83 | \n", "0.511 | \n", "12052021 | \n", "
896 | \n", "OWID_AFR | \n", "Not Listed | \n", "Africa | \n", "4648116.0 | \n", "7067.0 | \n", "8869.000 | \n", "125059.0 | \n", "314.0 | \n", "310.000 | \n", "3467.196 | \n", "5.272 | \n", "6.616 | \n", "93.286 | \n", "0.234 | \n", "0.231 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "Not Listed | \n", "2.164884e+07 | \n", "15231710.0 | \n", "5540571.0 | \n", "254715.0 | \n", "349521.0 | \n", "1.61 | \n", "1.14 | \n", "0.41 | \n", "261.0 | \n", "0.0 | \n", "1.340598e+09 | \n", "0.000 | \n", "0.0 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.0 | \n", "0.000 | \n", "0.00 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.00 | \n", "0.000 | \n", "12052021 | \n", "
1338 | \n", "ALB | \n", "Europe | \n", "Albania | \n", "131803.0 | \n", "50.0 | \n", "68.000 | \n", "2420.0 | \n", "4.0 | \n", "2.571 | \n", "45799.917 | \n", "17.374 | \n", "23.629 | \n", "840.920 | \n", "1.390 | \n", "0.894 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "Not Listed | \n", "0.000000e+00 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.0 | \n", "0.0 | \n", "2.877800e+06 | \n", "104.871 | \n", "38.0 | \n", "13.188 | \n", "8.643 | \n", "11803.431 | \n", "1.1 | \n", "304.195 | \n", "10.08 | \n", "7.100 | \n", "51.200 | \n", "0.000 | \n", "2.890 | \n", "78.57 | \n", "0.795 | \n", "12052021 | \n", "
1780 | \n", "DZA | \n", "Africa | \n", "Algeria | \n", "124483.0 | \n", "195.0 | \n", "212.000 | \n", "3343.0 | \n", "8.0 | \n", "7.714 | \n", "2838.769 | \n", "4.447 | \n", "4.835 | \n", "76.235 | \n", "0.182 | \n", "0.176 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "Not Listed | \n", "0.000000e+00 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.0 | \n", "0.0 | \n", "4.385104e+07 | \n", "17.348 | \n", "29.1 | \n", "6.211 | \n", "3.857 | \n", "13913.839 | \n", "0.5 | \n", "278.364 | \n", "6.73 | \n", "0.700 | \n", "30.400 | \n", "83.741 | \n", "1.900 | \n", "76.88 | \n", "0.748 | \n", "12052021 | \n", "
2216 | \n", "AND | \n", "Europe | \n", "Andorra | \n", "13447.0 | \n", "18.0 | \n", "18.714 | \n", "127.0 | \n", "0.0 | \n", "0.000 | \n", "174037.404 | \n", "232.964 | \n", "242.209 | \n", "1643.694 | \n", "0.000 | \n", "0.000 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "Not Listed | \n", "0.000000e+00 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.0 | \n", "0.0 | \n", "7.726500e+04 | \n", "163.755 | \n", "0.0 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.0 | \n", "109.135 | \n", "7.97 | \n", "29.000 | \n", "37.800 | \n", "0.000 | \n", "0.000 | \n", "83.73 | \n", "0.868 | \n", "12052021 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
86030 | \n", "WLF | \n", "Oceania | \n", "Wallis and Futuna | \n", "0.0 | \n", "0.0 | \n", "0.000 | \n", "0.0 | \n", "0.0 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "Not Listed | \n", "5.774000e+03 | \n", "4286.0 | \n", "1488.0 | \n", "0.0 | \n", "10.0 | \n", "51.34 | \n", "38.11 | \n", "13.23 | \n", "889.0 | \n", "0.0 | \n", "1.124600e+04 | \n", "0.000 | \n", "0.0 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.0 | \n", "0.000 | \n", "0.00 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "79.94 | \n", "0.000 | \n", "12052021 | \n", "
86506 | \n", "OWID_WRL | \n", "Not Listed | \n", "World | \n", "159690774.0 | \n", "738473.0 | \n", "761605.857 | \n", "3317325.0 | \n", "13629.0 | \n", "12806.143 | \n", "20486.837 | \n", "94.739 | \n", "97.707 | \n", "425.582 | \n", "1.748 | \n", "1.643 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "Not Listed | \n", "1.345085e+09 | \n", "666983330.0 | \n", "327671130.0 | \n", "20880198.0 | \n", "21067383.0 | \n", "17.26 | \n", "8.56 | \n", "4.20 | \n", "2703.0 | \n", "0.0 | \n", "7.794799e+09 | \n", "58.045 | \n", "30.9 | \n", "8.696 | \n", "5.355 | \n", "15469.207 | \n", "10.0 | \n", "233.070 | \n", "8.51 | \n", "6.434 | \n", "34.635 | \n", "60.130 | \n", "2.705 | \n", "72.58 | \n", "0.737 | \n", "12052021 | \n", "
86903 | \n", "YEM | \n", "Asia | \n", "Yemen | \n", "6492.0 | \n", "7.0 | \n", "14.571 | \n", "1276.0 | \n", "1.0 | \n", "5.143 | \n", "217.663 | \n", "0.235 | \n", "0.489 | \n", "42.782 | \n", "0.034 | \n", "0.172 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "Not Listed | \n", "0.000000e+00 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.0 | \n", "0.0 | \n", "2.982597e+07 | \n", "53.508 | \n", "20.3 | \n", "2.922 | \n", "1.583 | \n", "1479.147 | \n", "18.8 | \n", "495.003 | \n", "5.35 | \n", "7.600 | \n", "29.200 | \n", "49.542 | \n", "0.700 | \n", "66.12 | \n", "0.470 | \n", "12052021 | \n", "
87323 | \n", "ZMB | \n", "Africa | \n", "Zambia | \n", "92152.0 | \n", "40.0 | \n", "49.714 | \n", "1258.0 | \n", "1.0 | \n", "0.571 | \n", "5012.632 | \n", "2.176 | \n", "2.704 | \n", "68.429 | \n", "0.054 | \n", "0.031 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "Not Listed | \n", "0.000000e+00 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.00 | \n", "0.00 | \n", "0.00 | \n", "0.0 | \n", "0.0 | \n", "1.838396e+07 | \n", "22.995 | \n", "17.7 | \n", "2.480 | \n", "1.542 | \n", "3689.251 | \n", "57.5 | \n", "234.499 | \n", "3.94 | \n", "3.100 | \n", "24.700 | \n", "13.938 | \n", "2.000 | \n", "63.89 | \n", "0.584 | \n", "12052021 | \n", "
87741 | \n", "ZWE | \n", "Africa | \n", "Zimbabwe | \n", "38448.0 | \n", "15.0 | \n", "17.286 | \n", "1579.0 | \n", "3.0 | \n", "0.714 | \n", "2586.839 | \n", "1.009 | \n", "1.163 | \n", "106.237 | \n", "0.202 | \n", "0.048 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "Not Listed | \n", "7.097720e+05 | \n", "539526.0 | \n", "170246.0 | \n", "19119.0 | \n", "21428.0 | \n", "4.78 | \n", "3.63 | \n", "1.15 | \n", "1442.0 | \n", "0.0 | \n", "1.486293e+07 | \n", "42.729 | \n", "19.6 | \n", "2.822 | \n", "1.882 | \n", "1899.775 | \n", "21.4 | \n", "307.846 | \n", "1.82 | \n", "1.600 | \n", "30.700 | \n", "36.791 | \n", "1.700 | \n", "61.49 | \n", "0.571 | \n", "12052021 | \n", "
211 rows × 59 columns
\n", "\n", " | country | \n", "predicted_date | \n", "predicted_deaths | \n", "
---|---|---|---|
0 | \n", "Afghanistan | \n", "2021-05-12 | \n", "15 | \n", "
1 | \n", "Africa | \n", "2021-05-12 | \n", "263 | \n", "
2 | \n", "Albania | \n", "2021-05-12 | \n", "1 | \n", "
3 | \n", "Algeria | \n", "2021-05-12 | \n", "0 | \n", "
4 | \n", "Andorra | \n", "2021-05-12 | \n", "0 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "
206 | \n", "Wallis and Futuna | \n", "2021-05-12 | \n", "2 | \n", "
207 | \n", "World | \n", "2021-05-12 | \n", "4566 | \n", "
208 | \n", "Yemen | \n", "2021-05-12 | \n", "0 | \n", "
209 | \n", "Zambia | \n", "2021-05-12 | \n", "0 | \n", "
210 | \n", "Zimbabwe | \n", "2021-05-12 | \n", "0 | \n", "
211 rows × 3 columns
\n", "