For communities with the same name, see Franklin. Not to be confused with Franklin County, Indiana. Franklin is a city in Johnson County, Indiana, United States. The population was 23,712 at the 2010 census. Located about 20 miles south of Indianapolis, the city is the county seat of Johnson County.