Deep Creek is a stream located in Florence County, South Carolina. It appears on the Prospect Crossroads USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 27.23 feet (8.30 m) above sea level. The nearest populated place is Half Moon (historical), approximately 1.8 miles to the WSW.