pandas check if nan in column code example

Example 1: dataframe find nan rows

df[df.isnull().any(axis=1)]

Example 2: find nan value in dataframe python

# to mark NaN column as True
df['your column name'].isnull()

Example 3: to detect if a data frame has nan values

df.isnull().sum().sum()
5