I had a conversation with a cyclist who grew up in one of those "high crime neighborhoods" in St. Louis. He said that he received strange looks and comments when he visited his old neighborhood with a road bike attached to his car. He belonged; the bike did not. I suspect that more-than-casual cycling is a cultural oddity in some areas. I'm not sure that walking would garner the same reaction.