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In [5]: s = pd.Series([False, False, True, True, False, True], index=[0, 0, 1, 1, 2, 2], dtype="boolean") In [6]: s.all(level=0) Out[6]: 0 False 1 True 2 False dtype: bool
The dtype of the result could also be boolean instead of bool.