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Dynamically selecting columns in a pandas dataframe
I have a pandas dataframe with a column that contains a few columns in it. It is the way I want it to be, and I cannot change the structure of the dataframe.
If I have this dataframe:
In [1]: data = {'A': [0,1,2,3], 'B':[11,12,13,14], 'C':[5,6,7,8]}
In [2]: df = pd.DataFrame(data)
In [3]: df
Out[3]:
A B C
0 0 11 5
1 1 12 6
2 2 13 7
3 3 14 8
Now, if I want to add a column that is the result of the sum of the values of 'A' and 'C' column, I have to do this:
In [4]: df.loc[:, 'Sum'] = df.A.sum() + df.C.sum()
Which results in:
A B C Sum
0 0 11 5 15
1 1 12 6 21
2 2 13 7 28
3 3 14 8 41
What I want is to define the columns I want to sum, which results in a pandas dataframe with the following structure:
In [5]: df
Out[5]:
A B C Sum
0 0 11 5 15
1 1 12 6 21
2 2 13 7 28
3 3 14 8 41
This structure should be dynamic, so that I can also get the sum of the columns 'D' and 'E'. This means that in my dataframe there
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