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BrowseAging Curve Lite
Analytics module · as of

Aging curve: honestly not buildable here

Aging curves are not buildable from this data -- no birthdate or age column exists in any NBA table and only 3 season snapshots are on hand, so the honest move is to not pretend we have a curve.
confirmednull (a finding)not testabledescriptivepending
No committed chart for this module — the receipts below are the evidence.

What it means

Aging-curve methods need age-labeled player-seasons across many seasons (delta and GAM methods want thousands of paired seasons). This repo has 3 season snapshots (2023-24, 2024-25, 2025-26) and no age field at all, so a curve cannot be honestly estimated. The codebase's own audit and an independent industry-analytics note both reach the same DEFER verdict.

Caveats & confounds

This is a data-availability limit, not a claim that aging effects do not exist; add age labels and more seasons and the module becomes testable.