Cole Creek is a stream located in Attala County, Mississippi. It appears on the Ethel North USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 411.22 feet (125.34 m) above sea level. The nearest populated place is Gregory (historical), approximately 1.3 miles to the E.