Andronica Island (Angiidaak in Aleut) is one of the Shumagin Islands in the Gulf of Alaska south of the Alaska Peninsula in Aleutians East Borough of Alaska, United States. It lies east of Popof Island, southeast of Korovin Island, and northwest of Nagai Island.