Using data of total cases per zip code from the NYC Department of Health as of 1 April 2020, I created a map in QGIS to illustrate the geographic distribution and concentration of COVID-19 cases. What are your observations on the geographic spread and concentration of COVID-19 in the city? Share your thoughts below. This entry is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International license.