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But till my suprise the results of the sentiment analysis difference per month. For the sentiment analysis I am using exacrly the same model, and exactly the same data & training set. When I run the analyses for january a certain review is labeled positive, when I run the same analyses till february, the same review in january is now labeled as negative.
Is there a way to prefend this?