The COVID-19 Mobility Network (CMDN), a network of 150 infectious disease epidemiologists working with aggregated mobility data to support COVID-19 response, has been active since April 2020, meeting virtually 2-4 times per month to share best practices, analytic tools, and code repositories across the group.