🕷️️ Job Radar • SCRAPING

upwork.com 🟡 2026-05-16

🔹 Extract Member Contact Info from Facebook Groups
👤 Client: 🇺🇸 USA Member since 2026-03-05
💰 Price: $50
🚩 Problem: Automate the extraction and structuring of personal trainer contact information from specified Facebook groups.
📦 Existing: [Not specified]

Specifications:

[Target] - Identify and extract first name, last name, verified email address, profile URL, source group name, city, country, business name, and website from member profiles.
[Method] - Use web scraping techniques to access public and private Facebook groups. Ensure compliance with Facebook's terms of service and legal requirements.
[UI/UX] - Not applicable
[Stack] - Python (Scrapy or BeautifulSoup), Selenium for dynamic content, CSV library for output formatting.
[Security] - Implement rate limiting, use proxies to avoid IP bans, ensure data privacy and security during transmission and storage.
[Format] - Deliver results in a structured CSV format as specified.

Workflow:

1. Define the list of target Facebook groups provided by the client.
2. Develop web scraping scripts using Python with Scrapy or BeautifulSoup to extract required data.
3. Integrate Selenium for handling dynamic content if necessary.
4. Implement rate limiting and proxy usage to avoid detection and bans.
5. Verify email addresses for deliverability.
6. Structure the extracted data into a CSV file as per the specified format.
7. Test with 100 verified contacts from selected groups.