fetch_open_payments#

skrub.datasets.fetch_open_payments(data_home=None)[source]#

Fetches the open payments dataset (classification), available at skrub-data/skrub-data-files

Payments given by healthcare manufacturing companies to medical doctors or hospitals. Size on disk: 8.7MB.

Parameters:

data_homestr or path-like, default=None: The directory where to download and unzip the files.

Returns:

bunchBunch

A dictionary-like object with the following keys:

open_paymentsDataFrame of shape (73558, 6): The dataframe.
XDataFrame of shape (73558, 5): Features, i.e. the dataframe without the target labels.
yDataFrame of shape (73558, 1): Target labels.
metadatadict: A dictionary containing the name, description, source and target.
pathstr: The path to the open payments CSV file.

Examples

>>> from skrub.datasets import fetch_open_payments
>>> data = fetch_open_payments()
>>> print(data.keys())
dict_keys(['path', 'metadata', 'metadata_path', 'open_payments',
  'open_payments_path', 'X', 'y'])