Ultimate Facebook Scraper | A Bot Which Scrapes Almost Everything About A Facebook

Ultimate Facebook Scraper (UFS)

Tooling that automates your social media interactions to collect posts, photos, videos, friends, followers and much more on Facebook.


A bot which scrapes almost everything about a user’s Facebook profile including:

  • uploaded photos
  • tagged photos
  • videos
  • friends list and their profile photos (including Followers, Following, Work Friends, College Friends etc)
  • and all public posts/statuses available on the user’s timeline.

Data is scraped in an organized format to be used for educational/research purposes by researchers. This scraper does not use Facebook’s Graph API meaning there are no rate limiting issues.

This tool is being used by thousands of developers weekly and we are pretty amazed at this response! Thank you guys!:tada:

For citing/referencing this tool for your research, check the ‘Citation’ section below.


This tool uses xpaths of ‘divs’ to extract data. Since Facebook updates its site frequently, the ‘divs’ get changed. Consequently, we have to update the divs accordingly to correctly scrape data.

The developers of this tool have devoted time and effort in developing, and maintaining this tool for a long time. In order to keep this amazing tool alive, we need support from you geeks.

The code is intuitive and easy to understand, so you can update the relevant xpaths in the code if you find data is not being scraped from profiles. Facebook has most likely updated their site, so please generate a pull request. Much appreciated!





You will need to:

$ git clone https://github.com/harismuneer/Ultimate-Facebook-Scraper.git $ cd Ultimate-Facebook-Scraper # Set up a virtual env $ python3 -m venv venv $ source venv/bin/activate # Install Python requirements $ pip install -e .

The code is multi-platform and is tested on both Windows and Linux. The tool uses latest version of Chrome Web Driver. I have placed the webdriver along with the code but if that version doesn’t work then replace the chrome web driver with the latest one according to your platform and your Google Chrome version.

How to Run

  • Fill your Facebook credentials into credentials.yaml
  • Edit the input.txt file and add many profiles links as you want in the following format with each link on a new line:

Make sure the link only contains the username or id number at the end and not any other stuff. Make sure its in the format mentioned above.

Note: There are two modes to download Friends Profile Pics and the user’s Photos: Large Size and Small Size. You can change the following variables in scraper/scraper.py . By default they are set to Small Sized Pics because its really quick while Large Size Mode takes time depending on the number of pictures to download

  • whether to download the full image or its thumbnail (small size) # if small size is True then it will be very quick else if its False then it will open each photo to download it # and it will take much more time friends_small_size = True photos_small_size = True

Run the ultimate-facebook-scraper command ! :rocket:

GitHub Link: https://github.com/harismuneer/Ultimate-Facebook-Scraper