df check nan code example
Example 1: count nan pandas
#Python, pandas
#Count missing values for each column of the dataframe df
df.isnull().sum()
Example 2: to detect if a data frame has nan values
> df.isnull().any().any()
True
Example 3: to detect if a data frame has nan values
df.isnull().sum().sum()
5
Example 4: pandas nan values in column
df['your column name'].isnull()