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this project is about how to process sentiment analysis using Naive Bayes Classifier with and without TF-IDF term weighting. The case is about Kampus Merdeka New Policy from KEMENDIKBUD RI on Youtube comments. The conclusion is using TF-IDF give a better result with accuracy 96%.