Randolph County is a county located in the U.S. state of West Virginia. As of the 2020 census, the population was 27,932. Its county seat is Elkins. The county was founded in 1787 and is named for Edmund Jennings Randolph. Randolph County comprises the Elkins, West Virginia, Micropolitan Statistical Area.