 Flemington was incorporated in 1922 by the West Virginia Circuit Court, and named for James Fleming, an early settler in the area originally from Hampshire County.Flemington is located at (39.266749, -80.129378), along Simpson Creek.According to the United States Census Bureau, the town has a total area of , all of it land.