Documentation - RestApp

Outliers detection IQR


Returns boolean, if the field is between the interquartile range.


  1. Column input:

    • Def: Specify the name of the column.
  2. N:

    • Def: Specify the number of IQR (Interquartile range) to use for interval.
  3. Quantile min:

    • Def: Specify the minimum quantile for the interval.
  4. Quantile max:

    • Def: Specify the maximum quantile for the interval.
  5. Replace mode:

    • Def: Specify the replace mode for the outliers.
  6. drop NA:

    • Def: Specify if you want to drop the row's NA.
  7. Get outliers:

    • Def: Specify if you want to get outliers.

Additional Comment

0.25 for 25%

Replace mode:

  1. cap:

    • Def: Changes the value by the nearest bound.
  2. keep:

    • Def: Keeps the outliers.
  3. drop:

    • Def: Drops the outliers.