The rising COVID-19 crisis threatens to disproportionately hit African countries. As a result, most African governments have temporarily closed schools and non-essential businesses or banned social gatherings to contain the disease. It is therefore important to estimate the level of transmission reduction as a result of these measures. This study aimed at predicting COVID-19 cases in Africa based on COVID-19 community mobility report.