Deep Branch is a stream located in Weakley County, Tennessee. It appears on the Dresden USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 324.60 feet (98.94 m) above sea level. The nearest populated place is Sandhill, approximately 2.6 miles to the SE.