Danville is an unincorporated community in Morgan County, Alabama, United States. Danville appeared on the 1880 U.S. Census with a population of 117. This was the only time it appeared on census rolls. It is included in the Decatur metropolitan area and the larger Huntsville-Decatur combined statistical area.