Finding Outliers with the IQR Method: Formula, Quartile Gotchas, Code in Python/R/SQL, and a Free Calculator

A practical guide to Tukey's IQR rule: how fences work, why different tools give different quartiles, when the method fails, and how to reproduce it in Python, R, Excel and SQL.