torcharrow.NumericalColumn.describe

NumericalColumn.describe(percentiles=None, include: Optional[List[DType]] = None, exclude: Optional[List[DType]] = None)

Generate descriptive statistics.

Parameters:

• array-like (percentiles -) – Defines which percentiles to calculate. If None, uses [25,50,75].

• None (default) – Defines which percentiles to calculate. If None, uses [25,50,75].

Examples

>>> import torcharrow
>>> t = ta.column([1,2,999,4])
>>> t.describe()
  index  statistic      value
-------  -----------  -------
      0  count          4
      1  mean         251.5
      2  std          498.335
      3  min            1
      4  25%            1.5
      5  50%            3
      6  75%          501.5
      7  max          999