Coney Bay is a natural bay on the island of Newfoundland in the province of Newfoundland and Labrador , Canada . It is east of Otter Bay . Coney Bay is a natural bay on the island of Newfoundland in the province of Newfoundland and Labrador , Canada , located to the east of Otter Bay .