We use "Market Basket Analysis", also known as affinity or association analysis, to better understand buying preferences. Market Basket analysis addresses the questions: "What goes with what? Which items are ordered or purchased together?" We Identify Purchase Patterns Items purchased together Items purchased sequentially Seasonal purchases