Leatherwood Creek is a stream located in Pike County, Mississippi. It appears on the Holmesville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 238.39 feet (72.66 m) above sea level. The nearest populated place is Conerly, approximately 0.8 miles to the SSW.