Blue Branch is a stream located in Newton County, Mississippi. It appears on the Chunky USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 295.28 feet (90.00 m) above sea level. The nearest populated place is Chunky, approximately 1.0 miles to the ENE.