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A supplemental visual view of pd.concat([df0, df1], kwargs). Notice that, kwarg axis=0 or axis=1 's meaning is not as intuitive as df.mean() or df.apply(func)
pd.concat([df0, df1], kwargs)
axis=0
axis=1
df.mean()
df.apply(func)