ehrapy.data.parkinsons#

ehrapy.data.parkinsons(encoded=False, columns_obs_only=None)[source]#

Loads the Parkinsons Data Set

More details: http://archive.ics.uci.edu/ml/datasets/Parkinsons Preprocessing: https://github.com/theislab/ehrapy-datasets/blob/main/parkinsons/parkinsons.ipynb

Parameters:

  • encoded (bool) – Whether to return an already encoded object.

  • columns_obs_only (Union[dict[str, list[str]], list[str], None]) – Columns to include in obs only and not X.

Return type:

AnnData

Returns:

AnnData object of the Parkinsons Data Set

Examples

>>> import ehrapy as ep
>>> adata = ep.dt.parkinsons(columns_obs_only=['name'], encoded=True)