replace nan values with average of columns in pandas for a column code example

Example 1: how to fill nas on a dataframe with median

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

Example 2: python fillna with mean in a dataframe

df["newColumName"] = df["originalColumnName"].fillna(df["originalColumnName"].mean())