Hanging Rock Branch is a stream located in Mitchell County, North Carolina. It appears on the Spruce Pine USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,607.88 feet (794.88 m) above sea level. The nearest populated place is Spruce Pine, approximately 0.9 miles to the SW.