torch_frame.data.StatType

class StatType(value)[source]

Bases: Enum

The different types for column statistics.

MEAN: The average value of a numerical column.

STD: The standard deviation of a numerical column.

QUANTILES: The minimum, first quartile, median, third quartile, and the maximum of a numerical column.

COUNT: The count of each category in a categorical column.

MULTI_COUNT: The count of each category in a multi-categorical column.

YEAR_RANGE: The range of years in a timestamp column.