# Fit the vectorizer to the movie data and transform user data movie_vectors = vectorizer.fit_transform(movie_data['genres'] + ' ' + movie_data['description']) user_vectors = vectorizer.transform(user_data['search_queries'] + ' ' + user_data['preferred_genres'])