Allen County is a county located in the U.S. state of Kentucky. As of the 2010 census, the population was 19,956. Its county seat is Scottsville. The county is named for Colonel John Allen, a state senator and soldier who was killed leading the 1st Regiment of Kentucky Rifleman at the Battle of Frenchtown, Michigan during the War of 1812. Allen County is a prohibition or completely dry county.