Jamaica, Queens is, has always been, and probably will always be one of the worst parts of NYC. Lost Boyz are from there and they aren't just a rap group, that's an actual huge gang, one of the biggest in all of NYC, that goes back for decades, well before the group.
Off top I want to say the only spot in NYC that is rougher than Jamaica, Queens is probably Brownsville, Brooklyn.