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acceptable result. Finally, we learn that our pre-processed dataset is compound by a total of 32 220 unique nouns, which will be useful for our feature selection later on. What is Non-Negative Matrix Factorization? Non-Negative Matrix Factorization (NMF) is a linear algebra algorithm that