Township of Deer Creek is a civil located in Custer County, Oklahoma. It appears on the Weatherford NW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,742.13 feet (531.00 m) above sea level. The nearest populated place is Thomas, approximately 3.3 miles to the NW.