No, it does not fit that neighborhood at all. Plus, this wasn't some stray bullet from a shooting, this person was stabbed multiple times to death.
This did happen late at night... I would expect the victim and the assailant were the only two people around. Or close to that. It's pretty damn quiet in that part. IIRC there are ~two apartment/condo buildings on that block and that's it.