I don't walk around town much, but I imagine things like this happen in just about every major metropolitan area. Most of it is flirting - not the type I guess most woman care since statistically most women rate the average man between 1-3 (on a scale of 1-5) according to Dataclysm: Who We Are (When We Think No One's Looking)

Thankfully, this experiment didn't end up in any physical harassment but the woman looked like she regrets participating.