A band you only know by one song, but you simply love that particular song?

Whip it by Devo. Here's my opinion: you really shouldn't consider yourself a fan of a band if you only know one song by them. If you only know one song, you like the song, not the band. If you're gonna say you're a huge fan of a certain group, you should know at the very least 5 songs.