This analysis examines Trump's press conference on Venezuela (January 3, 2026) using natural language processing. The corpus comprises 858 sentences drawn from remarks by Trump, Hegseth, Rubio, and Waltz, analyzed for rhetorical posture, response quality, thematic focus, and actor framing.
Rhetorical posture

Trump is not the most aggressive speaker. Hegseth and Rubio carry particularly offensive rhetoric, while Trump focuses on economic framing. Oil and economy dominate his responses while journalists ask about governance and legal framework.

Actor framing

US entities are portrayed positively (+0.39), foreign entities negatively (−0.53). 72% of journalist questions receive only partial responses.

NLP-POL: Trump Venezuela Analysis
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Code and data

All code, data, and methodology are open source.

nlp-pol This analysis repository
Transcribe-tool Audio transcription tool
LLM_Tool LLM annotation framework