iaml.statistics.value_counts

[STATISTIC] Value counts.

Classes

ValueCountsStatistic

[STATISTIC] Value counts.

Module Contents

class iaml.statistics.value_counts.ValueCountsStatistic

Bases: iaml.statistic.Statistic

[STATISTIC] Value counts.

name: str = 'Value Counts'

Return the statistic formatted name.

refs: list[dict] = []

List of references for this statistic.

__str__() → str
compute(dataset: iaml.dataset.Dataset, **kwargs) → pandas.DataFrame

Compute value counts for categorical columns.

suitable(dataset: iaml.dataset.Dataset) → bool

Does this statistic apply to the dataset?