Dendrogram

Illustrates the information in the amalgamation table in the form of a tree diagram.

By default, similarity level is measured along the vertical axis (alternately, you can display the distance level), and the different observations are listed along the horizontal axis. The graph shows the manner in which the clusters were formed either by joining two individual observations, or pairing an individual observation with an existing cluster. You can see at what similarity levels the clusters are formed, and the composition of the clusters of the final partition.

For some data sets, average, centroid, median and Ward's linkage methods do not produce a hierarchical dendrogram, meaning amalgamation distances do not always increase with each step. In the dendrogram, such a step produces a join that goes downward rather than upward.