Horseshoe Lake is a lake located in Rankin County, Mississippi. It appears on the Shoccoe USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 292.55 feet (89.17 m) above sea level. The nearest populated place is Koch, approximately 2.5 miles to the SSE.