Answers for "how to fill na with mean in python"

fill missing values in column pandas with mean

df.fillna(df.mean(), inplace=True)

how to fill na python

df['DataFrame Column'] = df['DataFrame Column'].fillna(0)

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)