Deep Creek is a stream located in Phelps County, Nebraska. It appears on the Stamford USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,053.81 feet (626.00 m) above sea level. The nearest populated place is Oxford Junction, approximately 2.6 miles to the NW.