Rock Creek is a stream located in Pottawatomie County, Oklahoma. It appears on the Shawnee NE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 933.07 feet (284.40 m) above sea level. The nearest populated place is Johnson, approximately 1.9 miles to the ESE.