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

2 votes273 views4 answers
Filter rows pandas
Python
0 vote256 views2 answers
Python unsupported operand type(s) for & 'str' and 'str'
Python
2 votes261 views2 answers
How to open a different version of python on my macc
Python
19 votes275 views6 answers
Install Django in Windows
Python
0 vote291 views1 answer
Groupby Fiscal year
Python
1 vote260 views1 answer
Import kfold
Python
0 vote273 views1 answer
Fibonacci list pyton
Python
0 vote266 views1 answer
Can you use the astro a50 with a phone
Python
1 vote238 views1 answer
Cv2 videocapture nth frame
Python
4 votes271 views1 answer
Tkinter text in canvas
Python