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Vote vs judges: historic upsets (proxy only)

Data with the Stars · An Artometrics project

Published

November 3, 2026

Note: judges-only proxy

Finding. 36 top-half-on-judges eliminations as a vote-tension proxy; no actual vote totals in dataset.

Charts

19_upsets_by_season

PNG · SVG

19_upsets_examples

PNG · SVG

Data

Analysis CSV: data.csv

Source tables: performances.csv, scores.csv, contestants.csv, seasons.csv under /downloads/.