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. Paste the following code into the Visual Studio Code and run to get leads with an API to be processed in JSON or processed in CSV format.Alternatively you can also go to dashboard by clicking on Go to your dashboard and then to the Documentation tab.After sign in click go to your dashboard from Leads API page to get leads off Facebook.Go to Leads API under the Products drop-down.How to Extract Emails from Facebook Using Leads APIĮxtracting leads can be very easy when doing with the Leads API. Additionally, be aware that Facebook’s terms of service and API restrictions may prohibit or limit certain types of data extraction. Respect user privacy and comply with all legal and ethical considerations throughout the scraping process. Store and process the extracted data: Once the scraping is complete, you can store the extracted email addresses in a suitable format, such as a CSV or a database and then process it further depending on your use case. Ensure the code behaves as expected and extracts the desired email addresses.
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