Topic modeling for Spice Girls lyrics

Topic modeling is an unsupervised machine learning approach for “discovering” topics in text data. In this screencast, learn how to use R to prepare text for this algorithm, train a model, and then deeply understand and explore the results, with #TidyTuesday Spice Girls lyrics. Check out the code on my blog: https://juliasilge.com/blog/spice-girls

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Predict injuries for Chicago traffic crashes with tidymodels

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An Introduction to Topic Modeling

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Sentiment analysis with tidymodels for Animal Crossing user reviews

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Dimensionality reduction of United Nations voting patterns

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PCA and UMAP with tidymodels and cocktail recipes

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David Robinson - Ten Tremendous Tricks in the Tidyverse

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R-Ladies Bergen (English) - "Taking text data analysis to the next level"

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Get started with tidymodels and classification of penguin data

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Creating Features for Machine Learning from Text – Julia Silge, March 2022

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Rachel Brynsvold - Literary Analysis via NLP: Topic Modeling Project Gutenberg (PyTexas 2017)

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