Results represent a Large Language Model (LLM) evaluation of sentiment. Transcripts of public appearances and social media posts by President Trump were collected with permission from Roll Call Factba.se. These were then fed into Google Gemini Flash 2.0, an LLM that has been tested for sentiment analysis and recommended for use for this purpose by a machine learning expert.