Pandas 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

Dataframe fillna with 0

df['column'] = df['column'].fillna(0)

Pandas fillna with mode

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

Source: stackoverflow.com

Similar codes

1 vote179 views2 answers
Add column array python
Python
0 vote175 views1 answer
Virtualbox python manage.py not found
Python
1 vote219 views1 answer
Django filter by date range
Python
-2 votes185 views1 answer
Create simple calculator in python
Python
17 votes176 views5 answers
ModuleNotFoundError: No module named 'tkinter'
Python
0 vote257 views1 answer
How to log errors while debug is false in django
Python Django
0 vote198 views1 answer
How to check if user pressed enter in python
Python
-1 vote208 views1 answer
How to bubble sort a 2d array in python
Python
3 votes177 views2 answers
Rest_framework_simplejwt
Python
0 vote196 views1 answer
ImportError: OpenCV loader: missing configuration file: ['config.py']. Check OpenCV installation.
Python