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[Music] hey everybody welcome back in this video were gonna be talking about dictionary based text analysis so you may be interested in taking some of my classes some of these videos because youre interested in the latest and the greatest automated text analysis technique maybe youre interested in word embeddings maybe youre interested in topic modeling maybe youre interested in text networks but Im gonna try to make a case in this video did a lot of people can be well served by something called dictionary based analysis dictionary based analysis is essentially sophisticated forms of word counting associated with a known lexicon or group of words that carry some type of meaning lets look at an example first lets read in some of the tweets from President Trump that we collected in a previous video so youd want to check out my video on apis if you havent done that already and youll see were reading in the data and were using some tidy text which we learned about in the bas