Rocky Branch is a stream located in Newberry County, South Carolina. It appears on the Newberry East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 384.03 feet (117.05 m) above sea level. The nearest populated place is Union, approximately 1.7 miles to the SE.