Transactions As Sets market-basket transactions are sets A bought {bread, milk, eggs} B bought {bread, chocolate, cat food} alphabet: universe of possible items to buy all items in grocery store space of all possible transactions set of all possible sets: power set huge, but only sparsely populated show distribution of log data within absolute space of possibilities accordion drawing preserves relative order 42