dropping nan values in pandas code example

Example 1: drop if nan in column pandas

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

Example 2: delete nans in df python

df[~np.isnan(df)]

Example 3: clean nas from column pandas

>>> df.dropna()
     name        toy       born
1  Batman  Batmobile 1940-04-25

Example 4: drop na in pandas

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