In [1]:

    

categories = ['alt.atheism', 'soc.religion.christian', 'comp.graphics', 'sci.med']


    

In [2]:

    

from sklearn.datasets import fetch_20newsgroups


    

In [3]:

    

twenty_train = fetch_20newsgroups(subset='train', categories=categories, shuffle=True, random_state=42)


    

    




Downloading dataset from http://people.csail.mit.edu/jrennie/20Newsgroups/20news-bydate.tar.gz (14 MB)

In [4]:

    

twenty_train.target_names


    

    
Out[4]:





['alt.atheism', 'comp.graphics', 'sci.med', 'soc.religion.christian']

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