from sklearn.feature_extraction.text import TfidfVectorizer

data = ['I love dogs', 'I hate cats', 'Dogs are cute']

# Create an instance of TfidfVectorizer
vectorizer = TfidfVectorizer()  

# Apply TF-IDF transformation
tfidf_features = vectorizer.fit_transform(data)

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