/Python/Fill na with mode and mean python

Fill na with mode and mean python

cateogry_columns=df.select_dtypes(include=['object']).columns.tolist()
integer_columns=df.select_dtypes(include=['int64','float64']).columns.tolist()

for column in df:
    if df[column].isnull().any():
        if(column in cateogry_columns):
            df[column]=df[column].fillna(df[column].mode()[0])
        else:
            df[column]=df[column].fillna(df[column].mean)

Similar codes

1 vote133 views1 answer
Python extraer primer elemento lista
Python
3 votes111 views2 answers
How to edit a specific line in text file in python
Python
79 votes101 views3 answers
Reverse element in a list in python 3
Python
0 vote114 views1 answer
How to change defaul tpython version\
Python
12 votes112 views3 answers
Python read stdin to string
Python
4 votes138 views4 answers
Pandas groupby sum
Python
0 vote109 views1 answer
Equivalent of case_when in r in pandas
Python
1 vote113 views1 answer
How to add three conditions in np.where in pandas dataframe
Python
0 vote114 views1 answer
Fastest way to check odd or even in python
Python
1 vote117 views1 answer
Python calculate computation time
Python