Introduction You are about to visit Boston, and would like to taste some good food. You ask your friend who lives there what are good places to eat. They reply with “Everything is good, you can’t go wrong”. Which makes you think, maybe I should check where not to eat. The data geek in you arises, and you find out that the city of Boson has a dataset of food violations.