LLM-Based Public Opinion Analytics Assistant

Skill by ara.so — Data Skills collection.

Overview

This project is an intelligent public opinion analysis assistant that integrates real-time data from 15 mainstream platforms across 26 ranking lists with large language model (LLM) analysis capabilities. It provides conversational hot search queries, topic-specific searches, topic clustering, and sentiment analysis. The system supports:

• Real-time web scraping from platforms like Weibo, Bilibili, Douyin, Baidu, etc.
• LLM-powered content analysis (including video content extraction)
• Multi-channel push notifications (WeChat, Enterprise WeChat, Telegram, Email)
• Keyboard shortcuts for crawler control
• Quick data lookup and platform jumping

Installation

Prerequisites