Nanny Bay is a bay located in Prince of Wales-Hyder County, Alaska. It appears on the Craig C-2 SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 0.00 feet (0.00 m) above sea level. The nearest populated place is Hollis (historical), approximately 3.5 miles to the WSW.