fetch_drug_directory#

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

Fetches the drug directory dataset (classification), available at skrub-data/skrub-data-files

Product listing data submitted to the U.S. FDA for all unfinished, unapproved drugs. Size on disk: 44MB.

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:

drug_directoryDataFrame of shape (120215, 21): The dataframe.
XDataFrame of shape (120215, 20): Features, i.e. the dataframe without the target labels.
yDataFrame of shape (120215, 1): The target labels.
metadatadict: A dictionary containing the name, description, source and target.
pathstr: The path to the drug directory CSV file.

Examples

>>> from skrub.datasets import fetch_drug_directory
>>> data = fetch_drug_directory()
>>> data.drug_directory.shape
(120215, 21)