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

0 vote207 views1 answer
How to get function help in jupyter notebook
Python
0 vote248 views1 answer
Python string strip non alphanumeric
Python
0 vote233 views1 answer
Python drop in tuple
Python
0 vote252 views1 answer
Tkinter hide legend
Python
1 vote255 views1 answer
Tkinter toplevel
Python
0 vote285 views1 answer
How i rwrite conditon to create 1 or 0 label from two probability column python
Python
0 vote281 views1 answer
Django add queury parameters to reverse
Python Django
8 votes250 views3 answers
Python is integer string
Python
6 votes257 views2 answers
Python config file
Python
43 votes214 views1 answer
All caps alphabet as list
Python