sklearn.datasets.load_diabetes

sklearn.datasets.load_diabetes(*, return_X_y=False, as_frame=False) [source]

Load and return the diabetes dataset (regression).

Read more in the User Guide.

Parameters

return_X_ybool, default=False.: If True, returns (data, target) instead of a Bunch object. See below for more information about the data and target object.

New in version 0.18.
as_framebool, default=False: If True, the data is a pandas DataFrame including columns with appropriate dtypes (numeric). The target is a pandas DataFrame or Series depending on the number of target columns. If return_X_y is True, then (data, target) will be pandas DataFrames or Series as described below.

New in version 0.23.

Returns

dataBunch

Dictionary-like object, with the following attributes.

data{ndarray, dataframe} of shape (442, 10): The data matrix. If as_frame=True, data will be a pandas DataFrame.
target: {ndarray, Series} of shape (442,): The regression target. If as_frame=True, target will be a pandas Series.
feature_names: list: The names of the dataset columns.
frame: DataFrame of shape (442, 11): Only present when as_frame=True. DataFrame with data and target.

New in version 0.23.
DESCR: str: The full description of the dataset.
data_filename: str: The path to the location of the data.
target_filename: str: The path to the location of the target.

(data, target)tuple if return_X_y is True