Political discourse analysis using NLP can reveal patterns invisible in voting records alone—like how stylistic shifts, topic priorities, and speaker alignments reflect deeper political structures beyond formal party lines.
This paper analyzes 450,000+ speeches from Brazil's Chamber of Deputies using computational methods to understand how politicians speak, what they discuss, and who aligns with whom rhetorically.