the Bahamas (and of course cuba) are usually talked about like they are part of Caribbean, and honestly I like it better when its considering the complexity of categories instead of the official border for something that happens to have the same name as the thing your talking about. Caribbean islands don't necessarily have to be in or touching the official Caribbean Sea they just have to be seen as Caribbean islands because they're in the Caribbean region.