Dimensionality reduction of #TidyTuesday United Nations voting patterns
Explore country-level UN voting with a tidymodels approach to unsupervised machine learning.
Bootstrap confidence intervals for #TidyTuesday Super Bowl commercials
Estimate how commercial characteristics like humor and patriotic themes change with time using tidymodels functions for bootstrap confidence intervals.
Getting started with k-means and #TidyTuesday employment status
Use tidy data principles to understand which kinds of occupations are most similar in terms of demographic characteristics.
Understand your models with #TidyTuesday inequality in student debt
Explore results of models with convenient tidymodels functions.
Learn tidytext with my new learnr course
I am happy to announce that this free, open source, interactive course on text mining with tidy data principles is now published!