Why analysts choose Statistico
Instead of isolated statistical outputs, Statistico keeps every stage of Hierarchical Clustering connected — without leaving the analytical workflow.
From merge tree to statistical reasoning — this is Interactive Statistical Computing, not a sequence of static outputs.
What the module provides
One merge tree. Connected cluster views.
Click a stage to inspect it — each view stays inside the same hierarchical solution, so there's no re-running the analysis to move between them.
hierarchical-overview.webpOverview
Show distance, linkage, and standardisation beside the segmentation verdict.
hierarchical-dendrogram.webpDendrogram
Inspect the merge structure behind hierarchical clusters.
hierarchical-clusters.webpClusters
Review sizes, merge steps, and assignments at the chosen tree cut.
hierarchical-profiles.webpProfiles
Read mean z-score profiles across variables for each cluster.
hierarchical-map.webpSeparation & Map
Explore how separated the cut clusters appear in reduced space.
hierarchical-ai.webpAI Interpretation
Plain-language summary of the merge structure and next checks — see the caution below.
The merge tree is part of the clustering workflow
Cutting the dendrogram at k updates sizes, assignments, and profiles together, so structure exploration and segment labeling stay connected.
hierarchical-dendrogram.webpAssess structure at several cuts before committing
Dendrogram height, cluster sizes, and profiles provide complementary evidence for where to cut the tree.
Move from merge structure to interpretable clusters
Once the tree is cut, profiles and the separation map translate hierarchy into segment stories without leaving the module.
Interpretation within the analytical workflow
Statistico's AI-assisted assessment summarizes merge structure, the chosen cut, and next checks from the same hierarchical output already in the workspace.
Built for analysts who already know the method
Excel remains the working data environment.
Statistical outputs remain visible and inspectable.
Interaction supports analysis rather than hiding it.