Before revision:  To quantify the impact of government actions and support existing theories as well as policy makers, a data-driven model is developed . Data for two nations, Italy and Taiwan, is gathered and used to train several neural networks. The results of the best-performing model , the Long Short Term Neural Network, are optimized to investigate a different scenario of mitigation measures for both nations .
After revision:  To quantify the impact of government actions and support existing theories as well as policy makers, a data-driven model is developed . Data for two nations, Italy and Taiwan, have been gathered to model government restrictions in traveling, testing and enforcement of social distance measures as well as people connectivity and adherence to government actions .