Nope.
Actually, I was standing on the street, not driving. This "bad neighbourhood" was 50 yards from where I was standing. If they wanted to rob people, they'd have found better pickings where I was standing than in the "bad neighbourhood".
I didn't have a car; we were visiting my sister-in-law. I'm accustomed to walking everywhere, unless I have an inter-city journey. The town was Charlottesville, VA, but I was told much the same when I settled (briefly) in Richmond, VA.
> Someone tells you it's bad, and all you notice is the color of people's skin.
What I noticed was what's obvious. In a majority-white city, the so-called bad neighbourhood had exclusively black people on the street. And I noticed, for example, that every time I drove to work, there was a car pulled over on the freeway, with two black guys lying face-down, with cops pointing guns at their heads. I never saw this with white guys. My drive to work was just 15 minutes, but I saw this daily.
Do they actually do block-by-block crime statistics in these places? Because what I find shocking is that the granularity of this "bad neighbourhood" thing appears to be the block.