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https://github.com/pandas-dev/pandas/blob/master/doc/source/getting_started/basics.rst#general-dataframe-combine
def combiner(x, y): np.where(pd.isna(x), y, x) df1.combine(df2, combiner)
the code above should be:
def combiner(x, y): return np.where(pd.isna(x), y, x) df1.combine(df2, combiner)