how to change the column order in pandas dataframe

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Simon
06 May 2020
1df = df.reindex(columns=column_names)
Raphaël
12 Jul 2019
1# setting up a dummy dataframe
2raw_data = {'name': ['Willard Morris', 'Al Jennings', 'Omar Mullins', 'Spencer McDaniel'],
3        'age': [20, 19, 22, 21],
4        'favorite_color': ['blue', 'red', 'yellow', "green"],
5        'grade': [88, 92, 95, 70]}
6df = pd.DataFrame(raw_data, index = ['Willard Morris', 'Al Jennings', 'Omar Mullins', 'Spencer McDaniel'])
7df
8
9#now 'age' will appear at the end of our df
10df = df[['favorite_color','grade','name','age']]
11df.head()
Louis
06 May 2019
1cols = df.columns.tolist()
2# Rearrange the list any way you want
3cols = cols[-1:] + cols[:-1]
4df = df[cols]
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