Mean topic proportions by political party of the US Congress members.

Mean topic proportions derived from the LDA model, comparing the discourse of two political groups: Republicans and Democrats. These proportions indicate the relative frequency of each topic within the communications of each party. The top words for each topic are extracted from the model’s topic-word distribution, highlighting the most prominent terms associated with each topic.