🕷️️ Job Radar • SCRAPING

freelancer.com 🟠 2026-05-12

🔹 Collect Fresh, Accurate Contact Details
👤 Client: 🇵🇰 Karachi, Pakistan Member since 2026-03-30
💰 Price: $428 Average bid
🚩 Problem: Need reliable data miner to collect up-to-date email addresses and phone numbers from various sources.
📦 Existing: Not specified

Specifications:

[Target] Define target industries, locations, or filters based on client input.
[Method] Use web scraping tools like Scrapy or Beautiful Soup for data collection; employ APIs where available.
[UI/UX] Not applicable
[Stack] Python with libraries such as BeautifulSoup, requests, and pandas; database management using SQLite or PostgreSQL.
[Security] Ensure compliance with GDPR and other relevant regulations. Implement secure storage practices for sensitive data.
[Format] Deliver data in a clean Excel or CSV file with columns: name (when available), email, phone, source URL, date captured.

Workflow:

1. Define target industries, locations, or filters based on client input.
2. Select appropriate web scraping tools and APIs for data collection.
3. Implement verification processes to ensure accuracy of collected data (e.g., email validation, phone number validation).
4. Clean and de-duplicate the records.
5. Export data in specified format with required columns.