I have a pandas Series which contains the column names that I need to collect data from:
1 col1
3 col4
4 col3
5 col5
6 col5
And the dataframe that contains data looks like:
col1 col2 col3 col4 col5
1 data1 data2 data3 data4 data5
3 data6 data7 data8 data9 data10
4 data11 data12 data13 data14 data15
5 data16 data17 data18 data19 data20
6 data21 data22 data23 data24 data25
The result should be like:
1 data1
3 data9
4 data13
5 data20
6 data25
This is lookup
:
print (df2.lookup(df2.index, df1))
['data1' 'data9' 'data13' 'data20' 'data25']