Horseshoe Lake is a lake located in Walworth County, South Dakota. It appears on the Bowdle-Hosmer Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,931.76 feet (588.80 m) above sea level. The nearest populated place is Bowdle, approximately 7.2 miles to the SSE.