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In this video, the presenter discusses dictionary-based text analysis as a method for automated text analysis. They mention that it involves sophisticated word counting using a known lexicon to extract meaning. The video provides an example using tweets from President Trump, reading in data and utilizing tidy text techniques. It emphasizes the usefulness of dictionary-based analysis for various text analysis techniques like word embeddings, topic modeling, and text networks. This technique can serve many people well in analyzing text data.
