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 vote146 views1 answer
Declaring a 5x5 matrix python\
Python
-1 vote157 views4 answers
Flask docs
Python
1 vote220 views1 answer
Django ModelChoiceField value not id
Python Django
0 vote142 views1 answer
Python convert exponential to int
Python
0 vote135 views1 answer
Linux desktop files location python
Python
118 votes145 views6 answers
Python download
Python
76 votes174 views6 answers
Python iterate through list
Python
0 vote147 views1 answer
Python make 1d array from n-d array
Python
41 votes138 views3 answers
Python - sort dictionary by value
Python
0 vote148 views1 answer
Start loop at 1 python
Python