Joe Bay is a swamp located in Georgetown County, South Carolina. It appears on the Plantersville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2.09 feet (0.64 m) above sea level. The nearest populated place is Ruinsville, approximately 2.0 miles to the SSE.