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acceptable outcome. Quiet location great swimming pool" ] nmf.transform(vec.transform(new_review)).argsort(axis=1)[:,-1] The result is a matrix of shape [2, n_topics] with a score per topic. The maximum score represents the most representative topic within the document. In this case, even if the