Imagine you want to know why some shoppers choose your brand and others stick with a rival. A simple bar chart won’t be enough. You need to look at attitudes, shopping habits, and demographics all at once. This chapter introduces a set of tools called multivariate analysis. These tools take many variables and uncover hidden patterns, groups, and relationships.