I will provide web data extraction and reporting with python

I deliver clean, structured data extraction you can actually use, not a raw dump you have to sort through yourself. Every project includes a categorized report and a short written summary of what was found, so you get insight, not just data.

For Tor-based requests, you're working with someone who has hands-on experience navigating the real technical friction of onion services, unreliable connections, limited-content pages, and secure routing, so the extraction gets done right, not abandoned halfway when the target proves difficult.

I only work on legitimate research and security use cases. If you need Tor-based collection, I'll confirm the purpose upfront, which protects both of us and means you're working with someone who takes the legal and ethical boundaries of this work seriously, not just someone running a script.

You'll always know exactly what was extracted, from where, and how reliable the data is. No vague summaries, no unexplained gaps, just a clear, honest account of what the extraction found and what it didn't.