Llm Intelligent Public Opinion Analytics
This is a Chinese social media monitoring system that crawls 26 hot lists across 15 platforms like Weibo, Bilibili, and Zhihu, then uses an LLM to analyze sentiment and cluster topics. You get a conversational query interface to ask things like "what's trending about AI today" plus scheduled alerts via WeChat Work, Telegram, or email. Setup requires MySQL, browser drivers for detail scraping, and your choice of OpenAI or Huawei Pangu models. It's built with Scrapy for the crawlers and includes a web dashboard with keyboard shortcuts. Solid if you need to track Chinese internet trends at scale, though the documentation assumes familiarity with the platforms it monitors.
- skills.sh installs
- 1.5K
- GitHub stars
- 2
- last updated
- Jul 14, 2026
Install
$ npx -y skills add aradotso/data-skills --skill llm-intelligent-public-opinion-analytics --agent claude-codeInstalls into .claude/skills of the current project.
Files
LLM-Based Intelligent Public Opinion Analytics Assistant
Skill by ara.so — Data Skills collection.
Overview
This project is a comprehensive public opinion analytics platform that combines real-time data from 26 hot lists across 15 mainstream platforms (Weibo, Bilibili, Zhihu, Baidu, etc.) with large language model (LLM) analysis capabilities. It provides conversational query interfaces for hot searches, topic clustering, sentiment analysis, and multi-channel push notifications (WeChat, Email, Telegram).
Key Capabilities:
- Real-time crawler cluster for 15+ platforms
- LLM-powered content analysis (including video content extraction)
- Natural language query interface
- Topic clustering and sentiment analysis
- Multi-channel alert system (Email, WeChat Work, Telegram)
- Keyboard shortcuts for crawler control
Installation
Prerequisites
- Browser Driver Setup (Required for detail page scraping):
# Check your Chrome/Edge version first
# Chrome: chrome://settings/help
# Edge: edge://settings/help
Sponsors
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- Repository
- github.com/aradotso/data-skills
- Categories
- AI & Agent Building, Data Science & ML, Marketing & SEO
- First seen
- Jul 14, 2026
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