Whirlwind Creek is a stream located in Orangeburg County, South Carolina. It appears on the Orangeburg South USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 138.73 feet (42.28 m) above sea level. The nearest populated place is Highland Park, approximately 1.7 miles to the NNW.