Horseshoe Lake is a lake located in Dakota County, Minnesota. It appears on the Inver Grove Heights USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 924.67 feet (281.84 m) above sea level. The nearest populated place is Sunfish Lake, approximately 0.8 miles to the NW.