I will scrape websites and deliver clean structured data in python
About this Gig
Are you looking for clean, structured data from any website or API delivered fast and ready to use?
I build Python web scrapers and data pipelines that extract exactly what you need, from virtually any source. Whether it's a simple product listing, a JavaScript-rendered page that blocks standard tools, a REST API, or a Cloudflare-protected site, I have the tools and experience to get the data out.
What you'll receive:
- Clean, structured CSV or JSON output
- Documented, readable Python code you can rerun anytime
- Full README with instructions
I specialize in:
- Static and JavaScript-rendered websites
- REST APIs with complex request structures
- Cloudflare-protected sites via TLS fingerprint spoofing
- Multi-source pipelines that normalize and deduplicate data across sources
How it works: Tell me what data you need and where it lives. I'll assess the site, choose the right extraction method, and deliver clean output on time. If anything unexpected comes up I'll communicate immediately, no surprises.
Every project in my portfolio includes real working code and actual output files. You can browse it here: github.com/cnicholson-dev/python-scraping-portfolio
Technology:
Python
•
Scrapy
•
Beautiful soup
•
Playwright
•
Pandas
Technique:
Automated
My Portfolio
FAQ
Q: Can you scrape any website?
Most sites, yes. I handle static HTML, JavaScript-rendered pages, REST APIs, and Cloudflare-protected sites. If you're unsure whether your target site is feasible, message me with the URL before ordering and I'll give you a straight answer.
Q: What format will my data be delivered in?
A: CSV by default, which opens directly in Excel or Google Sheets. JSON is available on request at no extra charge.
Q: Do you scrape contact information or emails?
A: I can extract publicly available contact information. I don't scrape private or gated data, and all work is done in compliance with a site's publicly accessible content.
Q: How do I get started?
A: Message me before ordering with the site URL and a description of what data you need. I'll confirm it's doable and recommend the right package before you place the order.

