Johnson Creek is a stream located in Granville County, North Carolina. It appears on the Stem USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 309.95 feet (94.47 m) above sea level. The nearest populated place is Tar River, approximately 0.4 miles to the ENE.