ehrapy.data.diabetes_130#

ehrapy.data.diabetes_130(encoded=False, columns_obs_only=None)[source]#

Loads the diabetes-130 dataset

More details: http://archive.ics.uci.edu/ml/datasets/Diabetes+130-US+hospitals+for+years+1999-2008 Preprocessing: https://github.com/theislab/ehrapy-datasets/tree/main/diabetes_130/diabetes_130.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 Diabetes 130 dataset

Examples

>>> import ehrapy as ep
>>> adata = ep.dt.diabetes_130(encoded=True)