Peeler Hollow is a valley located in Hickman County, Tennessee. It appears on the Whitfield USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 450.07 feet (137.18 m) above sea level. The nearest populated place is Whitfield, approximately 1.0 miles to the SSE.