数据与研究

llm-intelligent-public-opinion-analytics

reason-machines/data-skills

Deploy and use an LLM-powered public opinion analytics assistant that crawls 26 hot lists from 15 platforms, performs sentiment analysis, topic clustering, and multi-channel alerting

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安装命令

npx skills add https://github.com/reason-machines/data-skills --skill llm-intelligent-public-opinion-analytics

SKILL.md

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

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