For eighteen cities, I was able to match crime location to census tracts. I then looked at how average daily crime rates changed from January/February and Post March 15th (when most cities social distancing orders began to go into effect). For now, I look at changes as a function of two variables: median income and avg commute time (proxy for neighborhoods with and without commuters entering). I look for both violent and property crimes. All plots control for baseline crime rates, baseline crime rates squared and city fixed effects.