python replace all missing values with mean per column code example

Example 1: pandas to convert null values to mean in numeric column

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

Example 2: how to fill missing values dataframe with mean

sub2['income'].fillna((sub2['income'].mean()), inplace=True)