Tweet Sentiment Analysis 😊😐🙁

Each tweet is classified using NLP based on its overall sentiment. The model (VADER) rates each tweet on a scale of -1 (very negative) to 1 (very positive).

What countries do President's mention most? 🌎

This analysis examines how frequently U.S. presidents reference foreign nations in their tweets, revealing geopolitical priorities and diplomatic focus areas.