Pandas: Replace arbitrary values with other values in a given DataFrame
Write a Pandas program to replace arbitrary values with other values in a given DataFrame.
Sample Solution:
Python Code :
import pandas as pd
df = pd.DataFrame({
'company_code': ['A','B', 'C', 'D', 'A'],
'date_of_sale': ['12/05/2002','16/02/1999','25/09/1998','12/02/2022','15/09/1997'],
'sale_amount': [12348.5, 233331.2, 22.5, 2566552.0, 23.0]
})
print("Original DataFrame:")
print(df)
print("\nReplace A with c:")
df = df.replace("A", "C")
print(df)
Sample Output:
Original DataFrame: company_code date_of_sale sale_amount 0 A 12/05/2002 12348.5 1 B 16/02/1999 233331.2 2 C 25/09/1998 22.5 3 D 12/02/2022 2566552.0 4 A 15/09/1997 23.0 Replace A with c: company_code date_of_sale sale_amount 0 C 12/05/2002 12348.5 1 B 16/02/1999 233331.2 2 C 25/09/1998 22.5 3 D 12/02/2022 2566552.0 4 C 15/09/1997 23.0
Python Code Editor:
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