{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "url = 'https://raw.githubusercontent.com/\\\n", "CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_confirmed_global.csv'" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "df = pd.read_csv(url)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", " | Province/State | \n", "Country/Region | \n", "Lat | \n", "Long | \n", "1/22/20 | \n", "1/23/20 | \n", "1/24/20 | \n", "1/25/20 | \n", "1/26/20 | \n", "1/27/20 | \n", "... | \n", "3/3/21 | \n", "3/4/21 | \n", "3/5/21 | \n", "3/6/21 | \n", "3/7/21 | \n", "3/8/21 | \n", "3/9/21 | \n", "3/10/21 | \n", "3/11/21 | \n", "3/12/21 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "NaN | \n", "Afghanistan | \n", "33.93911 | \n", "67.709953 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "55770 | \n", "55775 | \n", "55827 | \n", "55840 | \n", "55847 | \n", "55876 | \n", "55876 | \n", "55894 | \n", "55917 | \n", "55959 | \n", "
1 | \n", "NaN | \n", "Albania | \n", "41.15330 | \n", "20.168300 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "109674 | \n", "110521 | \n", "111301 | \n", "112078 | \n", "112897 | \n", "113580 | \n", "114209 | \n", "114840 | \n", "115442 | \n", "116123 | \n", "
2 | \n", "NaN | \n", "Algeria | \n", "28.03390 | \n", "1.659600 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "113593 | \n", "113761 | \n", "113948 | \n", "114104 | \n", "114234 | \n", "114382 | \n", "114543 | \n", "114681 | \n", "114851 | \n", "115008 | \n", "
3 | \n", "NaN | \n", "Andorra | \n", "42.50630 | \n", "1.521800 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "10948 | \n", "10976 | \n", "10998 | \n", "11019 | \n", "11042 | \n", "11069 | \n", "11089 | \n", "11130 | \n", "11130 | \n", "11199 | \n", "
4 | \n", "NaN | \n", "Angola | \n", "-11.20270 | \n", "17.873900 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "20923 | \n", "20981 | \n", "21026 | \n", "21055 | \n", "21086 | \n", "21108 | \n", "21114 | \n", "21161 | \n", "21205 | \n", "21265 | \n", "
5 rows × 420 columns
\n", "\n", " | Province/State | \n", "Country/Region | \n", "Lat | \n", "Long | \n", "1/22/20 | \n", "1/23/20 | \n", "1/24/20 | \n", "1/25/20 | \n", "1/26/20 | \n", "1/27/20 | \n", "... | \n", "3/3/21 | \n", "3/4/21 | \n", "3/5/21 | \n", "3/6/21 | \n", "3/7/21 | \n", "3/8/21 | \n", "3/9/21 | \n", "3/10/21 | \n", "3/11/21 | \n", "3/12/21 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "NaN | \n", "Afghanistan | \n", "33.93911 | \n", "67.709953 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "2446 | \n", "2446 | \n", "2449 | \n", "2449 | \n", "2449 | \n", "2451 | \n", "2451 | \n", "2451 | \n", "2451 | \n", "2454 | \n", "
1 | \n", "NaN | \n", "Albania | \n", "41.15330 | \n", "20.168300 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "1856 | \n", "1876 | \n", "1897 | \n", "1918 | \n", "1939 | \n", "1956 | \n", "1969 | \n", "1986 | \n", "2002 | \n", "2018 | \n", "
2 | \n", "NaN | \n", "Algeria | \n", "28.03390 | \n", "1.659600 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "2996 | \n", "3002 | \n", "3007 | \n", "3010 | \n", "3013 | \n", "3018 | \n", "3022 | \n", "3026 | \n", "3028 | \n", "3031 | \n", "
3 | \n", "NaN | \n", "Andorra | \n", "42.50630 | \n", "1.521800 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "112 | \n", "112 | \n", "112 | \n", "112 | \n", "112 | \n", "112 | \n", "112 | \n", "112 | \n", "112 | \n", "112 | \n", "
4 | \n", "NaN | \n", "Angola | \n", "-11.20270 | \n", "17.873900 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "510 | \n", "511 | \n", "511 | \n", "512 | \n", "514 | \n", "515 | \n", "516 | \n", "516 | \n", "517 | \n", "519 | \n", "
5 rows × 420 columns
\n", "