Data Is Geometry
Understanding datasets through structure and distance
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Chapter assignment
Run a PCA or UMAP-style analysis on a dataset and explain what the projection reveals, what it hides, and which clusters require additional investigation.
What to do now
- Choose two projections or distance assumptions.
- Identify at least one suspicious cluster or outlier.
- Write a short interpretation without overstating the chart.
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