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Are Louder Songs More Popular?
Examines the spotify_songs dataset from the tidytuesday repository in GitHub's rfordatascience community. Is there a correlation between loudness (dB) and popularity (1-100) of Spotify songs?
SwiftKey Next Word Prediction Using N-Gram Language Models
This capstone project demonstrates a next-word prediction application developed using R and Shiny. It uses English text datasets from blogs, news, and Twitter to build bigram, trigram, and fourgram frequency models. The presentation covers data preprocessing, the prediction methodology, the interactive Shiny application, results, and future improvements.
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