How lorrie-12/social-media-comments-reviews-analyzer works
This repository is documented as a multi-platform comments and reviews scraper that extracts feedback, analyzes sentiment and emotional tone, clusters themes, and exports results. The README lists the runtime modules and describes the product workflow, but no source excerpts are available to verify exact call ownership or data formats; edges therefore reflect only the documented workflow and capabilities.
Components 18
Collection Workflow
- Scraper Runner
- Facebook Extractor
- Instagram Extractor
- Twitter/X Extractor
- TikTok Extractor
- YouTube Extractor
- Review Extractor
- Scraper Settings
Feedback Analysis
- Sentiment Analysis
- Emotional Tone
- Theme Clustering
Results
- Result Exporter
- Analysis Results
Other components
- Analyst
- Social Platforms
- Review Sites
- Session Cookies
- Groq LLM
Connections 23
- Analyst → Scraper Runner: starts run
- Analyst → Scraper Runner: configures run
- Scraper Runner → Scraper Settings: reads settings
- Scraper Runner → Facebook Extractor: extracts comments
- Scraper Runner → Instagram Extractor: extracts comments
- Scraper Runner → Twitter/X Extractor: extracts comments
- Scraper Runner → TikTok Extractor: extracts comments
- Scraper Runner → YouTube Extractor: extracts comments
- Scraper Runner → Review Extractor: extracts reviews
- Social Platforms → Facebook Extractor: provides comments
- Social Platforms → Instagram Extractor: provides comments
- Social Platforms → Twitter/X Extractor: provides comments
- Social Platforms → TikTok Extractor: provides comments
- Social Platforms → YouTube Extractor: provides comments
- Review Sites → Review Extractor: provides reviews
- Session Cookies → Facebook Extractor: authenticates
- Session Cookies → Twitter/X Extractor: authenticates
- Scraper Runner → Sentiment Analysis: analyzes feedback
- Scraper Runner → Emotional Tone: analyzes tone
- Emotional Tone → Groq LLM: requests analysis
- Scraper Runner → Theme Clustering: clusters themes
- Scraper Runner → Result Exporter: exports findings
- Result Exporter → Analysis Results: writes results