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Explore topic modeling, an unsupervised machine learning technique for discovering themes in text data, through an analysis of Spice Girls lyrics. Learn how to prepare text, train a model, and interpret results using R and the #TidyTuesday dataset. Follow along with a step-by-step demonstration covering data preparation, model training, and in-depth exploration of the findings. Gain practical insights into applying topic modeling to song lyrics and understanding the underlying themes in popular music.
