Horseshoe Lake is a lake located in Woodbury County, Iowa. It appears on the Oto USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,089.24 feet (332.00 m) above sea level. The nearest populated place is Anthon, approximately 2.7 miles to the NNE.