how to check if a datafram has nan or inf values in pandas code example

Example 1: dataframe find nan rows

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

Example 2: check if a value in dataframe is nan

#return a subset of the dataframe where the column name value == NaN 
df.loc[df['column name'].isnull() == True]