there was a report on dateline a few years ago that actually followed a "bum" from his $400,000 home in the morning to his corner post and back.
they had hidden cameras watching him, and it was kind of strange to see a guy that seemed to be that well off beg for a dollar.
if i remember correctly, the "bum" stated he made over $100,000 per year doing this