test dframe row for nan + pandas code example

Example 1: to detect if a data frame has nan values

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

Example 2: count rows with nan pandas

np.count_nonzero(df.isnull().values)   
 np.count_nonzero(df.isnull())           # also works