Township of Randolph is a civil located in Dakota County, Minnesota. It appears on the Cannon Falls USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 866.14 feet (264.00 m) above sea level. The nearest populated place is Randolph, approximately 2.3 miles to the W.