featuretools.primitives.NthWeekOfMonth#

class featuretools.primitives.NthWeekOfMonth[source]#

Determines the nth week of the month from a given date.

Description:

Converts a datetime to an float representing the week of the month in which the date falls. The first day of the month starts week 1, and the week number is incremented each Sunday.

Examples

>>> from datetime import datetime
>>> nth_week_of_month = NthWeekOfMonth()
>>> times = [datetime(2019, 3, 1),
...          datetime(2019, 3, 3),
...          datetime(2019, 3, 31),
...          datetime(2019, 3, 30)]
>>> nth_week_of_month(times).tolist()
[1.0, 2.0, 6.0, 5.0]
__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