Use tidymodels to predict post office location with subword features and a support vector machine model.
Explore country-level UN voting with a tidymodels approach to unsupervised machine learning.
Estimate how commercial characteristics like humor and patriotic themes change with time using tidymodels functions for bootstrap confidence intervals.
Use tidy data principles to understand which kinds of occupations are most similar in terms of demographic characteristics.
Explore results of models with convenient tidymodels functions.
I am happy to announce that this free, open source, interactive course on text mining with tidy data principles is now published!
Check residuals and other model diagnostics for regression models trained on text features, all with tidymodels functions.
Download up-to-date city data from Chicago's open data portal and predict whether a traffic crash involved an injury with a bagged tree model.
The current development version of tidytext has changes that may affect your analyses.
Use tidymodels scaffolding functions for getting started quickly with commonly used models like random forests.