This release corresponds to the release of the preprint Monitoring the spread of COVID-19 by estimating reproduction numbers over time. This preprint provides details of our statistical analysis. A daily updated website of these results can be found in this repository or live at https://stochastik-tu-ilmenau.github.io/COVID-19/.