If you can afford pizza, you can afford a tip. And no, you're dead wrong. White people, Asian people, and Hispanic people in similar housing nearly always tipped. The issue is culture, and blacks assimilate on average more to a subculture than to what is considered appropriate by mainstream America. But, the failure to tip is not a result of "being poor." It's a result of "being a dick."