Fortunately for Joker, the GCPD didn’t shoot him because he’s a white guy. The whitest guy.
This is, of course, a serious issue, and we really do need to find a way to deal with mental health issues that doesn’t involve a bunch of people amped up on fear and their own warrior mythology showing up with guns.