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Everyone else is saying homelessness and drugs: why is that narrative better?
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.