/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 vote249 views1 answer
Django reverse queryset
Python
0 vote259 views3 answers
How to take a screenshot using python
Python
3 votes237 views1 answer
Python for data analysis
Python
3 votes257 views1 answer
Python change plot transparency
Python
0 vote317 views1 answer
Accessing Java Array Elements using for Loop
Python
14 votes238 views1 answer
Sort list of dictionaries by key python
Python
0 vote259 views2 answers
Wireframes and Surface Plots
Python
0 vote248 views1 answer
For loop only for first 10 python
Python
3 votes271 views2 answers
How to restart program in python
Python
0 vote235 views1 answer
Asn1 parsing error when trying to connect to mongo atlas
Python