Randolph County is a county located in the U.S. state of North Carolina. As of the 2020 census, the population was 144,171. Its county seat is Asheboro. Randolph County is included in the Greensboro-High Point, NC Metropolitan Statistical Area, which is also included in the Greensboro–Winston-Salem–High Point, NC Combined Statistical Ar…Randolph County is a county located in the U.S. state of North Carolina. As of the 2020 census, the population was 144,171. Its county seat is Asheboro. Randolph County is included in the Greensboro-High Point, NC Metropolitan Statistical Area, which is also included in the Greensboro–Winston-Salem–High Point, NC Combined Statistical Area.