Taylorsville is a town located in Alexander County, North Carolina. Taylorsville has a 2026 population of 2,294. It is also the county seat of Alexander County. Taylorsville is currently growing at a rate of 0.48% annually but its population has decreased by -0.99% since the most recent census, which recorded a population of 2,317 in 2020.