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# Calculate similarities using NearestNeighbors anime_nn = NearestNeighbors(n_neighbors=3) manga_nn = NearestNeighbors(n_neighbors=3)

# Create dataframes anime_df = pd.DataFrame(anime_data) manga_df = pd.DataFrame(manga_data)

# Example usage user_genre = 'Action/Adventure' user_rating = 4.5

print("\nManga Recommendations:") for manga in manga_recommendations: print(manga) Anime Recommendations: Attack on Titan Naruto One Piece