Floyd County is a county located in the U.S. state of Kentucky. As of the 2020 census, the population was 35,942. Its county seat is Prestonsburg. The county, founded in 1800, is named for Colonel John Floyd (1750–1783).

Prestonsburg is a small home rule-class city in and the county seat of Floyd County, Kentucky, United States. It is in the eastern part of the state in the valley of the Big Sandy River. The population was 3,255 at the time of the 2010 census, down from 3,612 at the 2000 census.