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.Numeric¶

class featuretools.variable_types.variable.Numeric(id, entity, name=None, range=None, start_inclusive=True, end_inclusive=False)[source]¶

Represents variables that contain numeric values

Parameters

range (list, optional) – List of start and end. Can use inf and -inf to represent infinity. Unconstrained if not specified.
start_inclusive (bool, optional) – Whether or not range includes the start value.
end_inclusive (bool, optional) – Whether or not range includes the end value

max¶

Type: float

min¶

Type: float

std¶

Type: float

mean¶

Type: float

__init__(id, entity, name=None, range=None, start_inclusive=True, end_inclusive=False)[source]¶: Initialize self. See help(type(self)) for accurate signature.

Methods

`__init__`(id, entity[, name, range, …])	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.Datetime featuretools.variable_types.variable.Categorical