A diagram used in the context of cluster analysis to trace the stages in the aggregation (or disaggregation) of clusters. Thus, in the diagram opposite, reading from left to right, items 1 and 2 are the first to join together. Then 3 and 4 join together and are subsequently joined by 5. Finally, all five items join in a single cluster. The horizontal axis is used to indicate the distances at which the joins occur; in the example items 1 and 2 are much closer together than items 3 and 4.
An alternative is the icicle plot, which is read from bottom to top. For the situation illustrated in the dendrogram the icicle plot is:
| Item number |
---|
| | 1 | | 2 | | 3 | | 4 | | 5 |
---|
Number | 1 | X | X | X | X | X | X | X | X | X |
of | 2 | X | X | X | | X | X | X | X | X |
clusters | 3 | X | X | X | | X | X | X | | X |
| 4 | X | X | X | | X | | X | | X |
| 5 | X | | X | | X | | X | | X |
Reading from the bottom we see that the icicles for items 1 and 2 join at the four–cluster step, with 3 and 4 joining at the three-cluster step, and so on.