Harrisburg is a town located in Cabarrus County, North Carolina. Harrisburg has a 2026 population of 20,335. Harrisburg is currently growing at a rate of 1.87% annually and its population has increased by 7.52% since the most recent census, which recorded a population of 18,913 in 2020.