- if remove_outliers:
- q1 = percentile(l_df, 25, method=C.COMP_PERCENTILE_METHOD)
- q3 = percentile(l_df, 75, method=C.COMP_PERCENTILE_METHOD)
- irq = q3 - q1
- lif = q1 - C.COMP_OUTLIER_TYPE * irq
- uif = q3 + C.COMP_OUTLIER_TYPE * irq
- l_df = [i for i in l_df if i >= lif and i <= uif]
-