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 vote287 views1 answer
Add row in db django
Python Django
-3 votes256 views1 answer
Ascii python list
Python
0 vote302 views1 answer
Django refresh form db
Python Django
-1 vote242 views1 answer
Add gaussian noise python
Python
0 vote255 views1 answer
Django http response 204
Python
0 vote237 views1 answer
How to get a int from string python
Python
7 votes230 views3 answers
Python open encoding utf-8
Python
0 vote254 views2 answers
Numpy linspace
Python
0 vote231 views1 answer
Write a python program which accepts the user
Python
45 votes222 views10 answers
Youtube
Python