Whipple Lake is a lake located in Clearwater County, Minnesota. It appears on the Lake Itasca USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,563.91 feet (476.68 m) above sea level. The nearest populated place is Goldenrod, approximately 5.0 miles to the S.