How to transpose a dataset in a csv file?

Question

For example, i would like to transform:

Name,Time,Score
Dan,68,20
Suse,42,40
Tracy,50,38

Into:

Name,Dan,Suse,Tracy
Time,68,         


        

Answer 1

The simplest way is:

import numpy as np
import pandas as pd

_mat = pd.read_csv("test.csv")
_mat = _mat[_mat.columns[0:3]].values
_t_mat = np.transpose(_mat)

Result:

• Input matrix is : [[1 2 3] [4 5 6]]
• the output is: [[1 4] [2 5] [3 6]]