Swamp Lake is a lake located in Scott County, Minnesota. It appears on the Jordan East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 948.85 feet (289.21 m) above sea level. The nearest populated place is Saint Josephs, approximately 1.4 miles to the SW.