Township of Swan Lake is a civil located in Stevens County, Minnesota. It appears on the Pomme De Terre Lakes USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,223.75 feet (373.00 m) above sea level. The nearest populated place is Kensington, approximately 7.3 miles to the NE.