Clear Lake is a lake located in Cass County, Minnesota. It appears on the Spider Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,496.42 feet (456.11 m) above sea level. The nearest populated place is Poplar, approximately 5.6 miles to the SSW.