Madison County is a county located in the U.S. state of Georgia. As of the 2010 census, the population was 28,120. The county seat is Danielsville. The county was created on December 5, 1811.Madison County was included in the Athens-Clarke County, GA Metropolitan Statistical Area, which is included in the Atlanta-Athens-Clarke County-Sandy Springs, GA Combined Statistical Area.