Pandas: Rename a specific column name in a given DataFrame

Pandas: DataFrame Exercise-42 with Solution

Write a Pandas program to rename a specific column name in a given DataFrame.
Sample data:
Original DataFrame
col1 col2 col3
0 1 4 7
1 2 5 8
2 3 6 9
New DataFrame after renaming second column:
col1 Column2 col3
0 1 4 7
1 2 5 8
2 3 6 9

Sample Solution :

Python Code :

import pandas as pd
d = {'col1': [1, 2, 3], 'col2': [4, 5, 6], 'col3': [7, 8, 9]}
df = pd.DataFrame(data=d)
print("Original DataFrame")
print(df)
df=df.rename(columns = {'col2':'Column2'})
print("New DataFrame after renaming second column:")
print(df)

Sample Output:

    Original DataFrame
   col1  col2  col3
0     1     4     7
1     2     5     8
2     3     6     9
New DataFrame after renaming second column:
   col1  Column2  col3
0     1        4     7
1     2        5     8
2     3        6     9              

Python Code Editor:

Have another way to solve this solution? Contribute your code (and comments) through Disqus.

Previous: Write a Pandas program to convert DataFrame column type from string to datetime.
Next: Write a Pandas program to get a list of a specified column of a DataFrame.