Caney Creek is a stream located in Panola County, Mississippi. It appears on the Courtland USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 236.22 feet (72.00 m) above sea level. The nearest populated place is Eureka Springs, approximately 1.8 miles to the NE.