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freelancer.com 2026-04-26 🟢
🔹 Large-scale Email Contact Scraping
👤 Client: 🇬🇧 SWINDON, United Kingdom Member since 2013-11-16
💰 Price: $97 Average bid
🚩 Problem: Need clean, verified email contacts for targeted outreach to sell books.
📦 Existing: Not specified
Specifications:
[Target] Specific categories and niches for targeted scraping
[Method] Python + BeautifulSoup or Scrapy for web scraping; deduplication and cleaning processes included
[UI/UX] Not applicable
[Stack] Python, BeautifulSoup, Scrapy, Selenium (if needed)
[Security] Ensure compliance with data protection regulations; no harvesting from non-consensual sources
[Format] CSV file: email address, URL of origin
Workflow:
Define target categories and niches for scraping.
Set up web scraping using Python libraries like BeautifulSoup or Scrapy to gather emails.
Implement deduplication and cleaning processes to ensure accuracy and usability.
Export data in CSV format with email addresses and URLs of origin.