MasuRii/FBScrapeIdeas
Modern CLI tool for scraping & analyzing Facebook groups using Playwright & Gemini AI. Features self-healing selectors, session security, and local offline analysis.
This tool helps researchers, students, and product managers identify common problems and ideas by analyzing discussions in Facebook groups. You provide the URL of a Facebook group, and it extracts posts and comments, then uses AI to categorize and summarize potential insights. The output is a structured list of problems, project ideas, and sentiment analysis stored in a local database, which can also be exported to CSV or JSON.
Use this if you need to quickly gather and understand the prevailing opinions, challenges, or innovative concepts being discussed within specific Facebook communities.
Not ideal if you need to analyze large volumes of data from multiple social media platforms simultaneously or require real-time monitoring.
Stars
25
Forks
8
Language
Python
License
MIT
Category
Last pushed
Dec 30, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/nlp/MasuRii/FBScrapeIdeas"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
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