Text Pattern into Data Frame

Question

import pandas as pd
text = '''
12/2/2023
Deposit
USD
10
Complete
15/2/2023
Deposit
USD
15
Complete
'''
x = text.split()
y=pd.DataFrame(x)
print(y)

I want convert this into data frame with colums ‘date’,’txn_type’,’curr’,’Amt’,’status’, any suggestions

Asked By: Vinod R

||

Answer 1

You can reshape the split text

x = np.array(text.split()).reshape(-1, 5)
y = pd.DataFrame(x, columns=['date','txn_type','curr','Amt','status'])

print(y)

        date txn_type curr Amt    status
0  12/2/2023  Deposit  USD  10  Complete
1  15/2/2023  Deposit  USD  15  Complete

Answered By: Ynjxsjmh

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