Cocoanut Key is a island located in Monroe County, Florida. It appears on the Sevenmile Bridge USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -0.35 feet (-0.11 m) above sea level. The nearest populated place is Big Pine, approximately 8.8 miles to the SW.