Some functions (such as extracting reactions) require you to be logged into Facebook (pass cookies). If something isn't working as expected, try pass cookies and see if that fixes it. After some investigation, I found that Facebook implements some kind of CRSF protection, thus simple urllib3 or requests wouldn't work. Try something like this : Login to Facebook using python requests which still uses requests, but with session. For python3, you could use the urllib library. We take actions against unauthorized scraping, such as enforcing against accounts associated with scraping and requesting that companies hosting scraped data take that information down. Compare six tools and official access routes for Facebook-related workflows, with practical validation and responsible-use considerations. If I want to scrape a website that requires login with password first, how can I start scraping it with python using beautifulsoup4 library? Below is what I do for websites that do not require login. It used to be possible to get someone's password if you were listed as one of their Trusted Contacts, but Facebook has removed that option. This wikiHow guide will walk you through getting someone's Facebook password and show you how to keep your password safe. In this video, we'll go over how to web scrape Facebook. It's easy, legal, and only takes a click to scrape Facebook to Google Sheets. No Python required! We take actions against unauthorized scraping, such as enforcing against accounts associated with scraping and requesting that companies hosting scraped data take that information down. Facebook Scraper is a Python script designed to automate the process of logging into Facebook, searching for specific topics, and retrieving post content along with reactions, comments, and shares using the Playwright framework. Understand the legal risks of scraping Facebook in 2026. Review current court rulings, privacy regulations, and the distinction between TOS and law.