Chocolate Creek is a stream located in Guilford County, North Carolina. It appears on the Kimesville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 606.25 feet (184.78 m) above sea level. The nearest populated place is Kimesville, approximately 2.0 miles to the SE.