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Analytics module · as of 2026-07-22

Honesty exhibit: we publish our nulls

nulls (351) outnumber confirms (168) 2.1x -- we publish our nulls
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confirmednull (a finding)not testabledescriptivepending
Honesty Exhibit
Chart: Honesty Exhibit -- nulls (351) outnumber confirms (168) 2.1x -- we publish our nulls
scripts/platformkit/analytics_showcase/out/honesty_exhibit.json2026-07-22

What it means

Across four sport ledgers plus a 1,003-row interaction-factory sweep, far more tested hypotheses came back null than confirmed. NBA logged 45 confirms against 31 nulls; MLB actually inverted, 32 confirms to 37 nulls; and the interaction factory alone recorded 239 nulls and 709 not-testable against just 38 confirms.

Caveats & confounds

The interaction-factory row is dominated by 709 not-testable entries, which are untested combinations, not evidence for or against anything.

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