SKILL.md
LLM-Based Intelligent Public Opinion Analytics Assistant
Skill by ara.so — Data Skills collection.
Overview
This project is an intelligent public opinion analysis assistant that combines real-time data from 26 trending lists across 15 mainstream platforms with large language model (LLM) analysis capabilities. It provides conversational hot search queries, topic-specific searches, topic clustering analysis, and sentiment analysis through a web interface. The system supports keyboard shortcuts for crawler control, multi-platform data retrieval with direct navigation, and multi-channel hot topic push notifications (email, WeChat, Enterprise WeChat, Telegram).
Key Features
- Multi-Platform Data Collection: Crawls 26 trending lists from 15 platforms
- LLM-Powered Analysis: Topic clustering, sentiment analysis, and trend detection
- Conversational Interface: Natural language queries for data exploration
- Video Content Analysis: Extracts information even from video-based news
- Multi-Channel Notifications: Email, WeChat Work, Telegram bot push notifications
- Crawler Control: Quick start/stop via keyboard shortcuts
- Database Storage: MySQL-based data persistence
Installation
LLM-Based Intelligent Public Opinion Analytics Assistant
Skill by ara.so — Data Skills collection.
Overview
This project is an intelligent public opinion analysis assistant that combines real-time data from 26 trending lists across 15 mainstream platforms with large language model (LLM) analysis capabilities. It provides conversational hot search queries, topic-specific searches, topic clustering analysis, and sentiment analysis through a web interface. The system supports keyboard shortcuts for crawler control, multi-platform data retrieval with direct navigation, and multi-channel hot topic push notifications (email, WeChat, Enterprise WeChat, Telegram).
Key Features
- Multi-Platform Data Collection: Crawls 26 trending lists from 15 platforms
- LLM-Powered Analysis: Topic clustering, sentiment analysis, and trend detection
- Conversational Interface: Natural language queries for data exploration
- Video Content Analysis: Extracts information even from video-based news
- Multi-Channel Notifications: Email, WeChat Work, Telegram bot push notifications
- Crawler Control: Quick start/stop via keyboard shortcuts
- Database Storage: MySQL-based data persistence