Deer Branch is a stream located in Franklin County, North Carolina. It appears on the Centerville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 173.08 feet (52.75 m) above sea level. The nearest populated place is Wood, approximately 3.3 miles to the N.