Horseshoe Lake is a lake located in Newton County, Texas. It appears on the Evans USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 77.00 feet (23.47 m) above sea level. The nearest populated place is Almadane, approximately 2.1 miles to the ESE.