Local social is one of the most attempted startup ideas of the 2010s. It is quite challenging because network effects are hard to reach at the local scale, and you need significant moderation to prevent bullying.
I'm not so sure whether bullying is really a big problem. In such a regional environment, it makes little sense to appear "anonymous." You might not want your name and address publicly available, but if you comment on the popular parties and clubs, neighborhood happenings, etc., people who know you in real life will naturally recognize you. Ultimately, it comes down to how the local population operates.