Can AI automatically analyze public opinion? A LLM agents-based agentic pipeline for timely public opinion analysis

This study proposes and implements the first LLM agents based agentic pipeline for multi task public opinion analysis. Unlike traditional methods, it offers an end-to-end, fully automated analytical workflow without requiring domain specific training data, manual annotation, or local deployment. The