The coronavirus disease (COVID-19) pandemic profoundly impacted people's lives, social activities, and businesses. It particularly affected micro, small, and medium-sized enterprises (MSMEs), which account for the vast majority of firms and most of the labor force. Compared to larger firms,...

The lack of suitable data is a key challenge in ex-post policy evaluations. This paper proposes a novel data to measure local economic activities using vehicle counts in each 500 meter (m) x 500 m tile. The metric is derived from high resolution satellite images using a machine learning...