I sadly can very much imagine this happening here in Germany... Almost exactly the same story happened to me too -- and it was not a "very dark area on a bad time of the day", it was one of the nicest cities around here at lunchtime. I assume it can happen everywhere, it is even more likely the more people are around: https://en.wikipedia.org/wiki/Bystander_effect