It sounds like a very similar situation to Seattle. While living there, it was remarkable to me how useless and/or hostile the police felt compared to the police in other cities. I've been threatened multiple times while going home late at night and it was never the police that actually helped. I'm convinced we really need to get better at helping each other as a community rather than relying primarily on the police.