Even though our clustering of questions is generated in an unsupervised fashion without any guidance from the coded rhetorical roles, we see that several of the types we discover closely align with these annotations.
helpful questions are highly associated with the agreement type (constituting 28% of questions of that type compared to 14% over the entire dataset; binomial test p < 0.01), reinforcing our interpretation that this type captures MPs cheerleading their own government.