Select the inverse index in pd.Dataframe

Question

How to select the inverse index in pd.DataFrame by using loc or iloc?

I tried df.loc[!my_index,my_feature] but fail.

Answer 1

Use difference:

df.loc[df.index.difference(my_index),my_feature]

Alternatively numpy.setdiff1d:

df.loc[np.setdiff1d(df.index, my_index),my_feature]

Sample:

my_index = [5,7]
df = pd.DataFrame({'A': ['a','a','a','b'], 'B': list(range(4)) }, index=[5,7,8,9])
print (df)
   A  B
5  a  0
7  a  1
8  a  2
9  b  3

print(df.loc[df.index.difference(my_index),'A'])
8    a
9    b
Name: A, dtype: object