Joe Gap is a gap located in Harlan County, Kentucky. It appears on the Louellen USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,752.97 feet (839.11 m) above sea level. The nearest populated place is Louellen, approximately 1.3 miles to the S.