woodwork.column_accessor.WoodworkColumnAccessor#

class woodwork.column_accessor.WoodworkColumnAccessor(series)[source]#

__init__(series)[source]#

Methods

`__init__`(series)
`add_semantic_tags`(semantic_tags)	Add the specified semantic tags to the set of tags.
`box_plot_dict`([quantiles, ...])	Gets the information necessary to create a box and whisker plot with outliers for a numeric column using the IQR method.
`get_outliers`([method, quantiles, ...])	Gets the information necessary to create a box and whisker plot with outliers for a numeric column using the selected method.
`init`([logical_type, semantic_tags, ...])	Initializes Woodwork typing information for a Series.
`medcouple_dict`([quantiles, ...])	Gets the information necessary to create a box and whisker plot with outliers for a numeric column using the Medcouple statistic method.
`remove_semantic_tags`(semantic_tags)	Removes specified semantic tags from the current tags.
`reset_semantic_tags`()	Reset the semantic tags to the default values.
`set_logical_type`(logical_type)	Update the logical type for the series, clearing any previously set semantic tags, and returning a new series with Woodwork initialied.
`set_semantic_tags`(semantic_tags)	Replace current semantic tags with new values.
`validate_logical_type`([return_invalid_values])	Validates series data based on the logical type.

Attributes

`description`	The description of the series
`iloc`	Integer-location based indexing for selection by position.
`loc`	Access a group of rows by label(s) or a boolean array.
`logical_type`	The logical type of the series
`metadata`	The metadata of the series
`nullable`	Whether the column can contain null values.
`origin`	The origin of the series
`schema`
`semantic_tags`	The semantic tags assigned to the series
`use_standard_tags`