how to rename a particular column in pandas code example

Example 1: pandas rename specific column

df.rename(columns={'old_name': 'new_name'}, inplace=True)

Example 2: pd dataframe single column rename

df1 = df.rename(columns={'Name': 'EmpName'})
print(df1)

Example 3: pandas rename single column

data.rename(columns={'oldName':'newName'}, inplace=True)

Example 4: rename one dataframe column python in inplace

import pandas as pd

d1 = {'Name': ['Pankaj', 'Lisa', 'David'], 'ID': [1, 2, 3], 'Role': ['CEO', 'Editor', 'Author']}

df = pd.DataFrame(d1)

print('Source DataFrame:\n', df)

df.rename(index={0: '#0', 1: '#1', 2: '#2'}, columns={'Name': 'EmpName', 'ID': 'EmpID', 'Role': 'EmpRole'}, inplace=True)

print('Source DataFrame:\n', df)