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