ehrapy.data.parkinsons_disease_classification

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

Loads the Parkinson’s Disease Classification Data Set

More details: http://archive.ics.uci.edu/ml/datasets/Parkinson%27s+Disease+Classification

Preprocessing: https://github.com/theislab/ehrapy-datasets/blob/main/parkinson’s_disease_classification/parkinson’s_disease_classification.ipynb

Parameters:

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

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

Return type:

AnnData

Returns:

AnnData object of the Parkinson’s Disease Classification Data Set

Examples

>>> import ehrapy as ep
>>> adata = ep.dt.parkinsons_disease_classification(encoded=True)