Horseshoe Lake is a lake located in Scott County, Minnesota. It appears on the Jordan West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 711.91 feet (216.99 m) above sea level. The nearest populated place is Belle Plaine, approximately 1.7 miles to the SW.