Rattler Coulee is a valley located in Wabasha County, Minnesota. It appears on the Theilman USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 744.75 feet (227.00 m) above sea level. The nearest populated place is Theilman, approximately 0.7 miles to the SE.