Sure, I knew people in college who were part of the local music scene and listened to it primarily.

I don't see why it is so surprising. People choose genres and primarily listen to it all the time. The kind of music popular to make in your locality, is definitely not the same genre that's played nationwide no matter how close the similarities may be.