dataframe remove nan code example

Example 1: remove nan from list python

cleanedList = [x for x in countries if str(x) != 'nan']

Example 2: drop if nan in column pandas

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

Example 3: pandas filter non nan

filtered_df = df[df['name'].notnull()]

Example 4: drop na pandas

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

Example 5: python remove nan rows

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

Example 6: delete nans in df python

df[~np.isnan(df)]