consequence non-nan values in column pandas code example

Example 1: how to fill nan values with mean in pandas

df.fillna(df.mean())

Example 2: pandas nan values in column

df['your column name'].isnull()

Example 3: represent NaN with pandas in python

import pandas as pd

if pd.isnull(float("Nan")):
  print("Null Value.")