Louisville is a city in Stark County, Ohio, United States. The population was 9,521 at the time of the 2020 census. Located 7 miles northeast …Louisville is a city in Stark County, Ohio, United States. The population was 9,521 at the time of the 2020 census. Located 7 miles northeast of Canton, it is a suburb of the Canton–Massillon metropolitan area.