For me the difference is, that I live in the most dangerous city in Germany (statistic inflated due to giant airport) and would still walk through every street here at any time. I do not think that I would do the same in some parts of LA. So maybe my understanding of LA is a bit cartoonish - and granted you do not walk in LA anyway.
But they really aren't. There are more murders per capita in a quiet little town like Long Beach (CA) than in Naples (Italy).
Unfortunately that appears to work both ways.
The reason I do not plan to visit is because of that image about gun-totin', mentally unstable nation out of touch with reality with bizarre and secret laws which are in the worst case enforced by trigger-happy people with less than 5 months of training. Terrifying. But you aren't actually safe from them in a different continent either: attending to a wedding in Mid East can be lethal...