iqr_outliers_range(data: ndarray, iqr_range: Tuple[int, int], scale: float, min_samples: int = 10) Tuple[float, float][source]#

Calculate outliers range on the data given using IQR.

data: np.ndarray

Data to calculate outliers range for.

iqr_range: Tuple[int, int]

Two percentiles which define the IQR range

scale: float

The scale to multiply the IQR range for the outliers detection

min_samplesint, default: 10

Minimum number of samples needed to calculate outliers

Tuple[float, float]

Tuple of lower limit and upper limit of outliers range