Cluster analysis is one of the most popular data analysis techniques. It allows us to find patterns or segments in our data, which we can then interpret in order to gain a more in-depth understanding of its underlying structure. Tableau has a built-in clustering functionality, which means we'll not be using R in this recipe—we'll perform the entire analysis through Tableau only.