What you are saying boggles my mind.
I grew up right outside of NYC, spent A LOT of time there. I then lived in NYC for about 8 years. I never saw, heard of or experienced what you described. Nor have I ever communicated with anyone that shared a similar experience.
Can you be more specific about what 'neighborhoods' you refer to?