pandas.DataFrame.get_values — pandas 0.24.0rc1 documentation (original) (raw)

DataFrame. get_values()[source]¶

Return an ndarray after converting sparse values to dense.

This is the same as .values for non-sparse data. For sparse data contained in a pandas.SparseArray, the data are first converted to a dense representation.

Examples

df = pd.DataFrame({'a': [1, 2], 'b': [True, False], ... 'c': [1.0, 2.0]}) df a b c 0 1 True 1.0 1 2 False 2.0

df.get_values() array([[1, True, 1.0], [2, False, 2.0]], dtype=object)

df = pd.DataFrame({"a": pd.SparseArray([1, None, None]), ... "c": [1.0, 2.0, 3.0]}) df a c 0 1.0 1.0 1 NaN 2.0 2 NaN 3.0

df.get_values() array([[ 1., 1.], [nan, 2.], [nan, 3.]])