Eagle Bay is a bay located in Bayfield County, Wisconsin. It appears on the York Island USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 602.12 feet (183.53 m) above sea level. The nearest populated place is Sand Bay, approximately 2.3 miles to the WSW.