However, if you have a legitimate reason and obtain proper consent, here are some smart ways to scrape emails from Facebook groups: It’s important to note that scraping personal data, including email addresses, from Facebook without explicit user consent is against Facebook’s terms of service and may be illegal in many jurisdictions. Smart Ways to Scrape Emails From Facebook GroupsĮxtracting emails from Facebook groups can be challenging due to privacy settings and restrictions. You can also use Tesseract library to read phone numbers from images. Make sure you are using the JavaScript token when processing API requests.įor getting phone numbers, just scrape the group with pagination and then use the regular expressions library to filter phone numbers and the person’s name from the messages. We will then need to loop through each of their profile’s Contact and basic info sections in the About section to get the emails of most users. We need to go to the People section and then scrape all the people and the link to their profiles by scrolling down. How to Extract Emails from Facebook Groups with Crawlbaseįor extracting leads you need have the link to the Facebook Group you would like to scrape.
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