Bailey Creek is a stream located in Rockdale County, Georgia. It appears on the Kelleytown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 600.39 feet (183.00 m) above sea level. The nearest populated place is Rio Ranch, approximately 1.1 miles to the SSE.