Caney Creek is a stream located in Copiah County, Mississippi. It appears on the Hazlehurst USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 275.59 feet (84.00 m) above sea level. The nearest populated place is Glancy, approximately 0.8 miles to the N.