plotly dash covid app
baseURL = "https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_time_series/"def loadData(fileName, columnName): data = pd.read_csv(baseURL + fileName) \ .drop(['Lat', 'Long'], axis=1) \ .melt(id_vars=['Province/State', 'Country/Region'], var_name='date', value_name=columnName) \ .astype({'date':'datetime64[ns]', columnName:'Int64'}, errors='ignore') data['Province/State'].fillna('<all>', inplace=True) data[columnName].fillna(0, inplace=True) return data
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allData = loadData( "time_series_covid19_confirmed_global.csv", "CumConfirmed") \ .merge(loadData( "time_series_covid19_deaths_global.csv", "CumDeaths")) \ .merge(loadData( "time_series_covid19_recovered_global.csv", "CumRecovered"))
Thank you!
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