As an extreme example: Times Square in NYC is considered a "Walker's Paradise" with a walkability score of 100 on Walk Score. But it seems like the worst possible place to walk, and most NYC locals I know avoid that area like the plague.
The strip in Las Vegas is not far behind. While people didn't tend to bump me, there was a never endings series of people trying to get me to buy their prostitutes for the night.