Predicting new cases and new deaths of covid-19, using Prophet and data from the World Health Organization, to 4 days from today.
Prophet is a procedure for forecasting time series data based on an additive model where non-linear trends are fit with yearly, weekly, and daily seasonality, plus holiday effects. It works best with time series that have strong seasonal effects and several seasons of historical data. Prophet is robust to missing data and shifts in the trend, and typically handles outliers well.
https://facebook.github.io/prophet/
Note: Ιt has been observed that there is an error in the data of total cases and total cases. The data has not been corrected.