Bailey Branch is a stream located in Lawrence County, Indiana. It appears on the Bartlettsville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 505.25 feet (154.00 m) above sea level. The nearest populated place is Peerless, approximately 0.9 miles to the WSW.