Can you fly over houses in my neighborhood?

Generally speaking, in most places yes you can. People don’t own the airspace over their homes. Most local governments will allow you to fly over property you don’t own so long as you are not invading privacy or being a nuisance. The bottom line is to use common sense and courtesy.