{"repo":"MasuRii/FBScrapeIdeas","free":true,"listed":false,"github":"https://github.com/MasuRii/FBScrapeIdeas","clone":"git clone https://github.com/MasuRii/FBScrapeIdeas.git","description":"Modern CLI tool for scraping & analyzing Facebook groups using Playwright & Gemini AI. Features self-healing selectors, session security, and local offline analysis.","language":"Python","stars":64,"topics":["academic-research","ai","cli","data-extraction","data-mining","facebook-scraper","gemini-api","idea-generation","nlp","python"],"license":"MIT","category":"cli-tools","readme_excerpt":"FB Scrape Ideas [![Python Version][python-shield]][python-url] [![License][license-shield]][license-url] [![Issues][issues-shield]][issues-url] [![Forks][forks-shield]][forks-url] [![Stars][stars-shield]][stars-url] [![Contributors][contributors-shield]][contributors-url] A CLI-driven application to scrape and analyze Facebook group posts for insights using Selenium and Google Gemini AI. This tool helps users identify potential capstone/thesis ideas, student problems, or other valuable insights from university Facebook group discussions by automating data collection (including posts and comments) and AI-powered categorization. 📖 Table of Contents - FB Scrape Ideas - 📖 Table of Contents - ✨ Features - 📝 Scraped Data Fields - 🗨️ Posts - 💬 Comments - 🔍 AI Analysis Fields - 🛠️ Tech Stack - 📋 Prerequisites - 🚀 Getting Started - Installation - Configuration - ⚙️ Usage - ⚠️ Important Notice ✨ Features 🔒 Authenticated Facebook Group Scraping: Securely logs into Facebook to scrape posts and comments from private or public groups. 🤖 Flexible AI Analysis: Support for Google Gemini (default) and OpenAI-compatible providers (OpenAI, Ollama, LM Studio, etc.) Configurable models (e.g., switch between Gemini 2.5 Pro, 2.0 Flash, or local LLMs) Customizable Prompts: Override default AI prompts via JSON configuration 💾 Local Database Storage: Stores scraped data and AI insights in a local SQLite database. 📊 Data Export & Statistics: Export data to CSV/JSON formats and view detailed","default_branch":null,"files":null,"tree":[],"storefront":"/r/MasuRii","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/MasuRii/FBScrapeIdeas/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}