Ricardo R. Pavan
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Data & Statistics

Data stories, statistical demonstrations, and visualization examples.

Posts here emphasize statistical judgment as much as visualization: the analytical question, data source, method, assumptions, and limitations are always stated alongside the figure.

Illustration comparing clustering methods

Comparing Clustering Methods on the Same Dataset

Statistics
Machine Learning
K-means, hierarchical clustering, and DBSCAN applied to the same simulated ecological dataset — and why they disagree.
Jul 24, 2026
3 min
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© 2026 Ricardo R. Pavan. Content licensed CC BY-NC-ND 4.0.

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