🕷️️ Job Radar • SCRAPING

freelancer.com 2026-04-16 🟡

🔹 Email Address Harvesting for Outreach Campaign
👤 Client: 🇬🇧 SWINDON, United Kingdom Member since 2013-11-16
💰 Price: $94 Average bid
🚩 Problem: Extract valid email addresses from provided URLs to support an outreach campaign selling books.
📦 Existing: Not specified

Specifications:

[Target] - Email addresses from web pages
[Method] - Web scraping using Python + BeautifulSoup or Scrapy
[UI/UX] - Not applicable
[Stack] - Python, BeautifulSoup, Scrapy
[Security] - Ensure compliance with data protection laws and respect website terms of service
[Format] - CSV file containing email address and URL

Workflow:

Analyze the provided list of URLs to understand the structure and identify common patterns for extracting emails.
Develop a Python script using BeautifulSoup or Scrapy to scrape each URL, extract text content, and identify valid email addresses.
Implement deduplication logic to ensure no duplicate email addresses are included in the final dataset.
Test the script on a subset of URLs to validate accuracy and refine as necessary.
Run the full script against all provided URLs, ensuring that only clean and verified contactable information is collected.
Generate a CSV file containing each valid email address alongside the URL where it was found.
Document the toolchain or script used for reproducibility purposes.