Horseshoe Lake is a lake located in Madison County, Louisiana. It appears on the Waverly SE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 70.77 feet (21.57 m) above sea level. The nearest populated place is Quebec, approximately 4.6 miles to the N.