Prairie Creek is a stream located in Goodhue County, Minnesota. It appears on the Cannon Falls USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 856.76 feet (261.14 m) above sea level. The nearest populated place is Randolph, approximately 2.3 miles to the NW.