/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

34 votes109 views6 answers
Simple flask app
Python
1 vote116 views1 answer
Get a list of open applications python
Python
3 votes100 views2 answers
Pandas remove time from date
Python
0 vote108 views1 answer
Ordereddict move to end
Python
10 votes99 views4 answers
Load model tensorflow
Python
23 votes104 views4 answers
Python flat list from list of list
Python
29 votes159 views1 answer
Df dropna ensure that one column is not nan
Python
0 vote105 views1 answer
Use gpu for python code in vscode
Python
0 vote103 views1 answer
Matrix outer product python
Python
0 vote134 views2 answers
Allow x_frame_options django
Python Django