Covidify - corona virus report and dataset generator for python 📈
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Covidify downloads the latest covid-19 data for confirmed cases, deaths and recoveries. - Creates a time series dataset - Creates a daily stats dataset - Forecast global and country confirmed cases - Generate visualizations - Filter by country - List all countries affected - Shows number of people currently infected - Generates an excel report including all of the above
pip install covidify
$ covidify Usage: covidify [OPTIONS] COMMAND [ARGS]...
☣ COVIDIFY ☣
Options: --help Show this message and exit.
Commands: list List all the countries that have confirmed cases. run Generate reports for global cases or refine by country.
$ covidify run --help Usage: covidify run [OPTIONS]
Options: --output TEXT Folder to output data and reports [Default: /Users/award40/Desktop/covidify-output/] --source TEXT There are two datasources to choose from, Johns Hopkins github repo or wikipedia -- options are JHU or wiki respectively [Default: JHU] --country TEXT Filter reports by a country --top TEXT Top N infected countries for log plot. [Default: 10] --forecast TEXT Number of days to forecast cumulative cases in the future. [Default: 15] --help Show this message and exit.
# List all countries affected covidify list --countries
# Will default to desktop folder for output and github for datasource covidify run
# Specify output folder and source covidify run --output=
# Filter reports by country covidify run --country="South Korea"
# Show top 20 infected countries on a logarithmic scale covidify run --top=20
# Forecast cumulative cases in America for 14 days into the future covidify run --country=America --forecast=14
An excel spreadsheet is generated with a number of visualizations and statistics.
This plot shows the top
Ninfected countries on a logarithmic scale.
An ARIMA model is trained and used to forecast the cumulative cases for
Nnumber of days into the future (DISCLAIMER: the forecast is a ballpark figure, and should not be taken as gospel)
This is an accumulative sum trendline for all the confirmed cases, deaths and recoveries.
This is a daily sum trendline for all the confirmed cases, deaths and recoveries.
This stacked bar chart shows a daily sum of people who are already confirmed (red) and the people who have been confirmed on that date (blue)
A count for new cases on a given date, does not take past confirmations into account.
A count for deaths on a given date, does not take past deaths into account.
A count for new recoveries on a given date, does not take past recoveries into account.
A count for all the people who are currently infected for a given date.