Caney Hollow is a valley located in Tishomingo County, Mississippi. It appears on the Yellow Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 409.72 feet (124.88 m) above sea level. The nearest populated place is Shaw (historical), approximately 1.5 miles to the E.