how to get rid of nan values in pandas code example

Example 1: drop if nan in column pandas

df = df[df['EPS'].notna()]

Example 2: drop columns with nan pandas

>>> df.dropna(axis='columns')
       name
0    Alfred
1    Batman
2  Catwoman

Example 3: drop na pandas

>>> df.dropna(subset=['name', 'born'])
       name        toy       born
1    Batman  Batmobile 1940-04-25