NOTICE

The upcoming release of Featuretools 1.0.0 contains several breaking changes. Users are encouraged to test this version prior to release by installing from GitHub:

pip install https://github.com/alteryx/featuretools/archive/woodwork-integration.zip

For details on migrating to the new version, refer to Transitioning to Featuretools Version 1.0. Please report any issues in the Featuretools GitHub repo or by messaging in Alteryx Open Source Slack.

featuretools.variable_types.variable.Boolean¶

class featuretools.variable_types.variable.Boolean(id, entity, name=None, true_values=None, false_values=None)[source]¶

Represents variables that take on one of two values

Parameters

true_values (list) – List of valued true values. Defaults to [1, True, “true”, “True”, “yes”, “t”, “T”]
false_values (list) – List of valued false values. Defaults to [0, False, “false”, “False”, “no”, “f”, “F”]

__init__(id, entity, name=None, true_values=None, false_values=None)[source]¶: Initialize self. See help(type(self)) for accurate signature.

Methods

`__init__`(id, entity[, name, true_values, …])	Initialize self.
`create_from`(variable)	Create new variable this type from existing
`to_data_description`()

Attributes

`description`
`dtype`
`entityset`
`interesting_values`
`name`
`series`
`type_string`

featuretools.variable_types.variable.Ordinal featuretools.variable_types.variable.NaturalLanguage