Crane Bay is a swamp located in Lafayette County, Florida. It appears on the Mallory Swamp NE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 72.18 feet (22.00 m) above sea level. The nearest populated place is Midway, approximately 4.1 miles to the NE.