Rocky Branch is a stream located in Anson County, North Carolina. It appears on the Polkton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 334.57 feet (101.98 m) above sea level. The nearest populated place is Griffins Crossroads, approximately 1.5 miles to the E.