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

18 votes209 views4 answers
Python strip newline from string
Python
1 vote188 views1 answer
Gluten
Python
242 votes662 views6 answers
Python read text file
Python
0 vote207 views1 answer
Cartpole dqn reward max is 200
Python
1 vote217 views1 answer
Axis = false matplotliob
Python
4 votes190 views3 answers
How to program
Python
20 votes211 views4 answers
Python open web browser
Python
25 votes196 views6 answers
Pandas select row by index
Python
2 votes195 views1 answer
Readline in a file
Python
0 vote197 views1 answer
Change month name in python
Python