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Judge harshness rankings

Data with the Stars · An Artometrics project

Published

November 3, 2026

Finding. Derek Hough sternest panel mean (7.817); Julianne Hough most generous (8.110); guests avg 8.614.

Charts

06_carrie_vs_len

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06_judge_means

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06_judge_over_time

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06_judge_tails

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Data

Analysis CSV: data.csv

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