Coon Bay is a swamp located in Lafayette County, Florida. It appears on the Mayo USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 74.97 feet (22.85 m) above sea level. The nearest populated place is Alton, approximately 2.0 miles to the N.