/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

0 vote219 views1 answer
Split a string by comma in python
Python
0 vote235 views1 answer
Abstarct class python
Python
-1 vote252 views2 answers
Python dict remove duplicates where name are not the same
Python
1 vote231 views2 answers
How to get the number of rows and columns in a numpy array
Python
1 vote207 views1 answer
How to swap numbers in python mathematically
Python
0 vote247 views1 answer
Make blinking text python1
Python
26 votes317 views5 answers
Python class name
Python
0 vote222 views1 answer
Adding extra fields to user model django
Python
1 vote243 views1 answer
How to send json in django response
Python Django
10 votes226 views10 answers
Apple
Python