/Python/Fill na with mode and mean python

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)

Similar codes

1 vote220 views1 answer
Python how to change an element in a multi dimensional list
Python
0 vote230 views1 answer
Unable to import flask pylint
Python
63 votes251 views4 answers
Python find in string
Python
-1 vote204 views1 answer
Returns a new DataFrame containing the distinct rows in this DataFrame
Python
0 vote215 views1 answer
How to find number of categories in python
Python
1 vote185 views1 answer
Python timestamp shift one day
Python
0 vote186 views1 answer
Form valid django created by
Python
22 votes210 views4 answers
Access first element of dictionary python
Python
0 vote229 views1 answer
Reset button combobocx tkinter
Python
0 vote245 views1 answer
Type object 'SparkContext' has no attribute '_jsc'
Python