Whiteville is a town in Hardeman County, Tennessee, United States. The population was 2,606 at the 2020 census and 4,638 at the 2010 census, Whiteville is the location of two privately owned prisons, Whiteville Correctional Facility and Hardeman County Correctional Center. Whiteville is also home to Allen-White School, a former Rosenwald school that was placed on the National Register of Historic Places in 2005.