Anderson Hollow is a valley located in Jackson County, Alabama. It appears on the Estill Fork USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 662.73 feet (202.00 m) above sea level. The nearest populated place is Milan (historical), approximately 0.8 miles to the NW.