Recent Posts

Predict availability in #TidyTuesday water sources with random forest models

Walk through a tidymodels analysis from beginning to end to predict whether water is available at a water source in Sierra Leone.

Estimate change in #TidyTuesday CEO departures with bootstrap resampling

Are more CEO departures involuntary now than in the past? We can use tidymodels’ bootstrap resampling and generalized linear models to understand change over time.

Which #TidyTuesday Netflix titles are movies and which are TV shows?

Use tidymodels to build features for modeling from Netflix description text, then fit and evaluate a support vector machine model.

Which #TidyTuesday post offices are in Hawaii?

Use tidymodels to predict post office location with subword features and a support vector machine model.

Dimensionality reduction of #TidyTuesday United Nations voting patterns

Explore country-level UN voting with a tidymodels approach to unsupervised machine learning.