Simple imputer python

from sklearn.impute import SimpleImputer

imputer = SimpleImputer(strategy='median')

# for the entire df
df = pd.DataFrame(imputer.fit_transform(df), columns=df.columns)

# for specific column
df['Embarked'] = pd.DataFrame(imputer.fit_transform(pd.DataFrame(df['Embarked'], columns=['Embarked'])), columns=['Embarked'])

Similar codes

0 vote401 views1 answer
Series object has no attribute columns
Python
37 votes355 views3 answers
How to send emails in python
Python
0 vote363 views1 answer
After groupby how to add values in two rows to a list
Python
20 votes358 views6 answers
Random Number Generator
Python
23 votes336 views4 answers
No module named 'requests' python
Python
0 vote335 views1 answer
Knn example
Python
31 votes329 views6 answers
Django admin create superuser
Python
0 vote369 views1 answer
Python webbrowser close tab
Python
0 vote329 views1 answer
Remove first 2 rows in pandas
Python
7 votes330 views1 answer
Python title case
Python