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I have a pandas dataframe below where I want to get the maximum of individual columns:

       A      B      C      D
0  0.191 -0.191  0.227 -0.607
1 -0.227 -0.418  0.418 -0.416
2  0.607  0.416  0.835 -0.835

I guess I can loop through all the columns and store the maximum else where. Just wonder if by any chance this can be handle by pandas/numpy manipulation

Any help is appreciated!

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