Forecast of COVID-19 deaths and hospitalizations in France (last update: 22/04/2020)

Visualize a forecast of the evolution of the COVID-19 hospitalizations in a given French department + forecast of the total number of deaths

COVID-19 and geographical data come from the French open data portal

Data are stored as pandas / GeoPandas dataframes

Forecast of time series (number of hospitalizations per department) is realized with Facebook Prophet

Graphical visualization is realized with matplotlib

Example: forecast of the number of COVID-19 hospitalizations in a French department

Example: forecast of the total number of (new) deaths in France

Running the tests

Run the demo-hosp_dept notebook to build the forecast of hospitalizations on a specific department. Run the demo-death notebook to build a forecast of deaths in France.

Built With

Prophet - Open source software (Facebook) for forecasting time series
pandas - Python Data Analysis Library
GeoPandas - GeoPandas is an open source project which extends the datatypes used by pandas to allow spatial operations on geometric types.

Authors

Thomas Dubot

License

This project is licensed under the MIT License - see the LICENSE.md file for details

Acknowledgments

COVID-19 data are shared on the French open data portal