Horseshoe Lake is a lake located in Issaquena County, Mississippi. It appears on the Long Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 76.61 feet (23.35 m) above sea level. The nearest populated place is Long Lake, approximately 3.0 miles to the S.