ehrapy.data.diabetes_130_raw¶

ehrapy.data.diabetes_130_raw(encoded=False, columns_obs_only=None)[source]¶

Loads the raw diabetes-130 dataset

More details: http://archive.ics.uci.edu/ml/datasets/Diabetes+130-US+hospitals+for+years+1999-2008 [1]

Preprocessing: None except for the data preparation outlined on the link above.

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 Diabetes 130 dataset

Examples

>>> import ehrapy as ep
>>> adata = ep.dt.diabetes_130_raw(encoded=True)

References

[1] Beata Strack, Jonathan P. DeShazo, Chris Gennings, Juan L. Olmo, Sebastian Ventura, Krzysztof J. Cios, and John N. Clore, “Impact of HbA1c Measurement on Hospital Readmission Rates: Analysis of 70,000 Clinical Database Patient Records,” BioMed Research International, vol. 2014, Article ID 781670, 11 pages, 2014.