Edgerton is a city in Rock and Dane counties in the U.S. state of Wisconsin. The population was 5,945 at the 2020 census, of which 5,799 were in Rock County and 146 were in Dane County. Edgerton was historically known as "Tobacco City U.S.A." because of the importance of tobacco growing in the region.