🕷️️ Job Radar • SCRAPING

freelancer.com 2026-04-30 🟡

🔹 Phone Number Scraping Specialist Needed
👤 Client: 🇺🇸 Tampa, United States Member since 2026-04-24
💰 Price: $128 Average bid
🚩 Problem: Build a fresh database of accurate, up-to-date phone numbers from public websites and reputable online directories.
📦 Existing: Not specified

Specifications:

[Target] Define target niches for data collection.
[Method] Use Python with Scrapy and BeautifulSoup for web scraping; consider API access if available.
[UI/UX] Ensure compliance with terms of service by using headless browsers like Selenium when necessary.
[Stack] Python, Scrapy, BeautifulSoup, Selenium, APIs
[Security] Implement rate limiting to avoid IP bans; use proxies where needed.
[Format] Deliver a clean CSV or Excel file: phone number, source URL, name, company, location.

Workflow:

1. Define target niches and select relevant websites and directories.
2. Develop scraping scripts using Python with Scrapy and BeautifulSoup; integrate Selenium for dynamic content if required.
3. Implement rate limiting and proxy usage to comply with terms of service.
4. Extract phone numbers, source URLs, and contextual data (name, company, location).
5. Deduplicate the collected data to ensure accuracy.
6. Export data into a clean CSV or Excel file.
7. Document scraping methods for future reference.