Clustering is a method of data segmentation that puts observations into groups that
are suggested by the data. The observations in each
cluster tend to be similar in some measurable way, and observations in different
clusters tend to be dissimilar. Observations are assigned to exactly one cluster. From the
clustering analysis, you can generate a cluster ID variable to use in other explorations.