Not sure what all you've read here but I mentioned not wanting to be anywhere near Bourbon Street at Mardi Gras or other high tourist times. But that's because of the amount of people and the inability to just move. But, frankly (and I haven't been in years), it was never because I necessarily felt unsafe ... as long as I wasn't acting a fool and was keeping aware of my surroundings.