🕷️️ Job Radar • SCRAPING

upwork.com 2026-04-24 🟢

🔹 Social Media Data Scraping & Contact Info Research
👤 Client: 🇺🇸 United States Member since 2017-01-18
💰 Price: ****
🚩 Problem: Extract contact information (emails, phone numbers, WhatsApp details) from social media profiles.
📦 Existing: [Not specified]

Specifications:

[Target] Social media profiles of individuals based on provided handles or URLs.
[Method] Web scraping tools and APIs to extract data.
[UI/UX] Not applicable.
[Stack] Python, BeautifulSoup, Selenium, API integrations (e.g., Twilio for phone number verification).
[Security] Ensure compliance with social media terms of service; use proxies to avoid IP bans. Store data securely.
[Format] JSON or CSV format for easy integration.

Workflow:

1. Receive list of social media handles or URLs from client.
2. Develop a scraping script using Python and libraries like BeautifulSoup or Selenium.
3. Integrate APIs for phone number verification (e.g., Twilio).
4. Test the script on a sample set to ensure accuracy and compliance.
5. Execute the full scraping process, ensuring data is collected within legal boundaries.
6. Clean and format the extracted data into JSON or CSV.
7. Deliver the structured data to the client.