Fig 2. Decomposition of the variation associated with explanatory variables into independent components using gradient boosting regression trees.

The importance of variables in gradient boosting regression trees explaining the number of COVID-19 cases, number of deaths, and growth rate of COVID-19 cases. Explanatory variables that had the importance of the dependent variables above 1% are given in red. Explanation of variable codes: see Fig 1.