fetch_open_payments#
- skrub.datasets.fetch_open_payments(data_home=None)[source]#
Fetches the open payments dataset (classification), available at https://github.com/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
stror path-like, default=None The directory where to download and unzip the files.
- data_home
- Returns:
- bunch
Bunch 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.
- bunch