Python fillna with mode

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)

Python fillna with mode

data['Native Country'] = data['Native Country'].fillna(data['Native Country'].mode()[0])

Source: stackoverflow.com

Similar codes

66 votes225 views6 answers
Python virtual environment
Python
6 votes190 views3 answers
If you have the following data structure, which of the following evaluates to 8? array = [[5,4,2],[4,4,1],[8,9,0],3];
Python
16 votes185 views1 answer
Python reimport py file
Python
0 vote226 views1 answer
Change python 3.5 to 3.6 ubuntu
Python
0 vote196 views1 answer
Xgboost feature importance
Python
0 vote207 views2 answers
Sns countplot show count
Python
35 votes219 views4 answers
Get request python
Python
2 votes181 views1 answer
Python repeat every n seconds
Python
0 vote231 views1 answer
Change date format on django templates
Python Django
1 vote193 views3 answers
How to access variable of one function in another function in python
Python