Barangaroo = upper class with lots of highly paid workers
Newtown = middle class mixed with backpackers and students
I guess people's fear of dying is correlated with what they have to lose.
Besides, even after years of gentrification, Newtown still has some of that hippie culture in it. Not surprising that people there do the opposite of what they're told. Better stay away from that area and the people who live there.