🕷️️ Job Radar • SCRAPING

freelancer.com 🟡 2026-05-05

🔹 Script for Scraping Emails from Website List
👤 Client: 🇧🇩 Joypurhat, Bangladesh Member since 2019-09-12
💰 Price: $21 Average bid
🚩 Problem: Extract valid emails from websites listed in a spreadsheet.
📦 Existing: [Not specified]

Specifications:

[Target] Extract email addresses from company websites.
[Method] Use web scraping techniques with Python and libraries like BeautifulSoup or Scrapy.
[UI/UX] Not applicable.
[Stack] Python, BeautifulSoup, Scrapy, Pandas for data handling.
[Security] Ensure compliance with website terms of service; use proxies to avoid IP bans.
[Format] Output in CSV or JSON format.

Workflow:

1. Import company names and URLs from the spreadsheet using Pandas.
2. Use Scrapy or BeautifulSoup to scrape each URL for email addresses.
3. Validate scraped emails using regex patterns.
4. Export valid emails back into a structured file (CSV/JSON).