Sparta is a city located in White County, Tennessee. Sparta has a 2026 population of 4,989. It is also the county seat of White County. Sparta is currently growing at a rate of 1.14% annually but its population has decreased by -0.64% since the most recent census, which recorded a population of 5,021 in 2020.