Rowan County is a county located in the U.S. state of Kentucky. As of the 2010 census, the population was 23,333. Its county seat is Morehead. The county was created in 1856 from parts of Fleming and Morgan counties, and named after John Rowan, who represented Kentucky in the U.S. House and Senate.