Running Water Creek is a stream located in Noxubee County, Mississippi. It appears on the Macon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 176.65 feet (53.84 m) above sea level. The nearest populated place is Parkeville (historical), approximately 0.1 miles to the SSE.