Caney Hollow is a valley located in Franklin County, Tennessee. It appears on the Huntland USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 760.28 feet (231.73 m) above sea level. The nearest populated place is Brown Mill, approximately 1.4 miles to the SE.