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NextWordpredictor
TextPredictor is a Shiny web app that predicts the next word in a user-entered phrase using unigram, bigram, and trigram frequency tables with a backoff strategy. The system is fast, lightweight, and demonstrates practical applications of R, Shiny, and NLP for text prediction. A 5-slide RPubs presentation explains the model, data, and app functionality.