from sklearn.feature_extraction.text import CountVectorizer

data = ['I love dogs', 'I hate cats', 'Dogs are cute']
vectorizer = CountVectorizer(ngram_range=(1, 2))
ngram_features = vectorizer.fit_transform(data)

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