python nan count dataframe code example

Example 1: count nan pandas

#Python, pandas
#Count missing values for each column of the dataframe df

df.isnull().sum()

Example 2: find nan values in a column pandas

df.isnull().values.any()

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

> df.isnull().any().any()
True