Caney Hollow is a valley located in Maury County, Tennessee. It appears on the Mount Joy USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 748.03 feet (228.00 m) above sea level. The nearest populated place is Aethra, approximately 0.7 miles to the WNW.