featuretools.primitives.FullNameToTitle

class featuretools.primitives.FullNameToTitle

Determines the title from a person’s name.

Description:

Given a list of names, determines the title, or prefix of each name (e.g. “Mr”, “Mrs”, etc). If no title is found, returns NaN.

Examples

>>> full_name_to_title = FullNameToTitle()
>>> names = ['Spector, Mr. Woolf', 'Oliva y Ocana, Dona. Fermina',
...          'Ware, Mr. Frederick', 'Peter, Michael J', 'Mr. Brown']
>>> full_name_to_title(names).to_list()
['Mr', 'Dona', 'Mr', nan, 'Mr']

__init__()

Methods

__init__()
flatten_nested_input_types(input_types)	Flattens nested column schema inputs into a single list.
generate_name(base_feature_names)
generate_names(base_feature_names)
get_args_string()
get_arguments()
get_description(input_column_descriptions[, ...])
get_filepath(filename)
get_function()

Attributes

base_of
base_of_exclude
commutative
default_value	Default value this feature returns if no data found.
description_template
input_types	woodwork.ColumnSchema types of inputs
max_stack_depth
name	Name of the primitive
number_output_features	Number of columns in feature matrix associated with this feature
return_type	ColumnSchema type of return
stack_on
stack_on_exclude
stack_on_self
uses_calc_time
uses_full_dataframe