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data cleaning

1 post tagged data cleaning from Mean Methods.

outliers data cleaning statistics

Winsorizing Isn't Cheating, But You're Probably Doing It Wrong

Winsorizing can tame outliers without destroying your data, but most analysts clip at arbitrary thresholds and call it rigor.

C. Pearson

· October 19, 2026 · 4 min read

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