Shanty Hollow is a valley located in Elliott County, Kentucky. It appears on the Isonville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 657.85 feet (200.51 m) above sea level. The nearest populated place is Burke, approximately 1.2 miles to the ENE.