Caney Creek is a stream located in Newton County, Mississippi. It appears on the Conehatta USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 400.26 feet (122.00 m) above sea level. The nearest populated place is Conehatta, approximately 2.1 miles to the NW.