fetch_open_payments

skrub.datasets.fetch_open_payments(data_home=None)

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

Description of the dataset:

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

Parameters:

data_home: str or path, default=None

The directory where to download and unzip the files.

Returns:

bunchsklearn.utils.Bunch

A dictionary-like object with the following keys:

• open_payments : pd.DataFrame, the dataframe. Shape: (73558, 6)

• X : pd.DataFrame, features, i.e. the dataframe without the target labels. Shape: (73558, 5)

• y : pd.DataFrame, target labels. Shape: (73558, 1)

• metadata : a dictionary containing the name, description, source and target