Deep Branch is a stream located in Polk County, Tennessee. It appears on the McFarland USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 911.72 feet (277.89 m) above sea level. The nearest populated place is McFarland, approximately 1.2 miles to the ESE.