This Shiny app predicts the next word in a user-typed phrase using a small n-gram backoff model. It uses trigram, bigram, and unigram frequencies from a sample English text corpus. Users type a phrase into the input box, click “Predict Next Word,” and the app outputs the most likely next word in real time. The app demonstrates a simple predictive text algorithm with a clean and interactive interface.

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