Cox Bay Branch is a stream located in Florence County, South Carolina. It appears on the Evergreen USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 68.16 feet (20.78 m) above sea level. The nearest populated place is New Hope, approximately 1.9 miles to the WNW.