View on GitHub What are dendrograms? Dendrograms On this page On this page Dendrograms Dendrograms Dendrograms depict the distance between clusters. The y-axis of a dendrogram depicts dissimilarity between two clusters. They are used to find the optimum number of clusters for a Hierarchical clustering algorithm.