Walnut Creek is a stream located in Randolph County, Missouri. It appears on the College Mound USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 688.35 feet (209.81 m) above sea level. The nearest populated place is Darksville, approximately 3.2 miles to the NW.