Deprecated

Sorry, I'm no longer maintaining this project.

US COVID-19 Predictor

This software project tries to predict US COVID-19 cases and deaths.

Based on top of work by Anaiy Somalwar: https://github.com/anaiy2004/COVID-19-Forecasting

In my tests, the predicted deaths were better than predicted cases.

Disclaimer

While this software project predicts COVID-19, deaths and especially cases are still random. USE THIS SOFTWARE AND DATA AT YOUR OWN RISK!

Running

You need Python 3(at least 3.8 is recommended) and pip.

First, let's run pip install:

pip3 install -r requirements.txt

This might take some time.

Now, we need to download US data from JHU CSSE COVID-19 Data and sort the downloaded data by date:

python3 tools/download_us_data.py

python3 tools/date_sort.py US.csv US.csv

NOTE: The first argument passed to date_sort.py is the input file, US.csv and the second argument is the output file, again, US.csv

Finally let's predict deaths and cases:

python3 predict_deaths.py US.csv

python3 predict_cases.py US.csv

If you want to generate a data.json file, which contains predicted and current total cases and deaths in JSON, run:

python3 tools/create_data_json.py US.csv

The schema of data.json is in data.schema.json.

Having any issues? Simply open an issue.

Contributing

Simply send a PR ;)

License

See LICENSE at the root.

Prediction data

There's also a data repo that contains prediction data in the form of data.json and dataset.csv files that are updated daily. See the README for more info.