tki.dimensions.OrdinalDimension¶

class tki.dimensions.OrdinalDimension(name: str, dependent_dimensions: List[str] | None = None, value: str = '*')¶

Dimension for ordinal data.

Parameters¶

namestr: Name of column in Dataset
dependent_dimensionsList[str]: List of dependent dimensions. e.g. Country -> Region
valuestr: Current value reducing the Subspace. Defaults to ‘*’ aka all

__init__(name: str, dependent_dimensions: List[str] | None = None, value: str = '*')¶

Methods

`__init__`(name[, dependent_dimensions, value])
`preprocess`(data)	Applies preprocessing steps to the values of the dimension.

Attributes

`grouper`	Returns pandas.Grouper to use for the dimension.
`is_cardinal`
`is_nominal`
`is_ordinal`
`is_temporal`