I will extract and clean public web data into CSV, excel, or json
OSINT and Public Data Extraction
About this Gig
I help businesses turn public web data into clean, structured datasets.
How it works: send me the source (a website, directory, or public listing) and the format you need CSV, Excel, or JSON. I'll extract the data, clean it up, and deliver a file you can use right away.
Tools: Python, BeautifulSoup, Pandas, and Excel matched to what the job needs.
Typical projects: competitor research, price comparison, product listings, and public real estate data. I focus on public, business-facing data I don't collect personal or contact information about individuals.
Based in Portugal, working with clients internationally. Fluent in English, Dutch, and Portuguese.
Not sure if your source is a good fit? Message me before ordering and I'll let you know.
Technology:
Python
•
Excel
•
Beautiful soup
•
Pandas
Technique:
Automated
FAQ
What file formats can you deliver?
CSV, Excel, or JSON — whichever fits your workflow best.
Do you scrape personal information like emails or contact details of individuals?
No. My competitor research covers business-level data — pricing, products, listings, market positioning. I don't collect names, emails, or contact details of specific people (e.g. staff or decision-makers).
What if the website has anti-scraping protection or requires a login?
Message me with the source first — some sites are outside what I can reliably handle, and I'd rather confirm that upfront than after you order.
Can I request more sources or pages than what's in a package?
Yes, through the extra services listed, or message me for a custom quote on larger projects.
How long does a revision take?
Revisions typically add one extra day to the delivery time, so I can re-check the source and re-validate the data properly.
