This isn't a question but more of a gripe I have about spotify radio. When liking or disliking a song, it completely updates the next 4 songs queued. Its frustrating when trying to narrow down a station to a certain few bands or sound, and seeing an upcoming song I like. I feel like if I down vote the current song, I wont get to hear the song that is coming up because it resets, but if I listen to the whole song, I can't down vote it after the fact. So I feel forced to listen to songs that don't fit a station or skip them in order to get to the ones I know fit better.