Deer Creek is an incorporated community in Grant County, Oklahoma, United States. The population stood at 130 according to the 2010 census, an 11.6 percent decrease from a figure of 147 in 2000. It is named after a nearby stream, itself a tributary of the Salt Fork of the Arkansas River.