Whiteville is a town located in Hardeman County, Tennessee. Whiteville has a 2026 population of 4,564. Whiteville is currently declining at a rate of -0.35% annually and its population has decreased by -0.31% since the most recent census, which recorded a population of 4,578 in 2020.