/Python/How to change the column order in pandas dataframe

How to change the column order in pandas dataframe

Pandas reorder columns

# setting up a dummy dataframe
raw_data = {'name': ['Willard Morris', 'Al Jennings', 'Omar Mullins', 'Spencer McDaniel'],
        'age': [20, 19, 22, 21],
        'favorite_color': ['blue', 'red', 'yellow', "green"],
        'grade': [88, 92, 95, 70]}
df = pd.DataFrame(raw_data, index = ['Willard Morris', 'Al Jennings', 'Omar Mullins', 'Spencer McDaniel'])
df

#now 'age' will appear at the end of our df
df = df[['favorite_color','grade','name','age']]
df.head()

How to change the column order in pandas dataframe

df = df.reindex(columns=column_names)

Source: kite.com

Reorder columns pandas

cols = df.columns.tolist()
# Rearrange the list any way you want
cols = cols[-1:] + cols[:-1]
df = df[cols]

Similar codes

1 vote112 views1 answer
How to download a page in python
Python
2 votes68 views2 answers
Python generate all combinations
Python
1 vote109 views1 answer
Tqdm parallel
Python
0 vote112 views1 answer
Python send sms
Python
0 vote111 views1 answer
Heatmap choos format for annotation
Python
0 vote109 views1 answer
Python how to move multiple values from one list to another at once
Python
-1 vote119 views1 answer
How to reduce the image files size in python
Python
0 vote158 views1 answer
Django 3.2 compatible to python 3.10?
Python Django
-3 votes112 views2 answers
Multiplication table python
Python
0 vote123 views1 answer
Getting input from button python
Python