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def content_overlap(site1_content, site2_content): # Cosine similarity vectorizer = TfidfVectorizer() tfidf = vectorizer.fit_transform([site1_content, site2_content]) similarity_score = cosine_similarity(tfidf[0:1], tfidf[1:2]) return similarity_score[0][0]