fetch_drug_directory

skrub.datasets.fetch_drug_directory(data_home=None)

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

Description of the dataset:

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

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:

• drug_directory : pd.DataFrame, the dataframe. Shape: (120215, 21)

• X : pd.DataFrame, features, i.e. the dataframe without the target labels. Shape: (120215, 20)

• y : pd.DataFrame, target labels. Shape: (120215, 1)

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