Flat Swamp Creek is a stream located in Davidson County, North Carolina. It appears on the High Rock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 621.70 feet (189.49 m) above sea level. The nearest populated place is High Rock, approximately 1.3 miles to the S.