featuretools.primitives.IsInGeoBox

class featuretools.primitives.IsInGeoBox(point1=(0, 0), point2=(0, 0))

Determines if coordinates are inside a box defined by two corner coordinate points.

Description:

Coordinate values should be specified as (latitude, longitude) tuples. This primitive is unable to handle coordinates and boxes at the poles, and near +/- 180 degrees latitude.

Parameters

• point1 (tuple(float, float)) – The coordinates of the first corner of the box. Defaults to (0, 0).

• point2 (tuple(float, float)) – The coordinates of the diagonal corner of the box. Defaults to (0, 0).

Example

>>> is_in_geobox = IsInGeoBox((40.7128, -74.0060), (42.2436, -71.1677))
>>> is_in_geobox([(41.034, -72.254), (39.125, -87.345)]).tolist()
[True, False]

__init__(point1=(0, 0), point2=(0, 0))

Methods

__init__([point1, point2])
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
compatibility	Additional compatible libraries
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
uses_calc_time
uses_full_dataframe

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featuretools.primitives.Latitude