Need data from websites in a clean table, or a messy spreadsheet turned into something you can use? I write Python scripts that collect public data and clean it up.

Scraping

Product lists, directories, listings, prices, and other public pages

Pagination, detail pages, and JavaScript-heavy sites

Polite request rates

Cleanup

Remove duplicates, fix casing, split and merge columns

Standardize dates, phone formats, addresses, and categories

Merge files from different sources into one table

What you get

Clean output in CSV, Excel, Google Sheets, or JSON

The Python script, so you can run it again

A short note on how to run it and what each field means

How it works

Send the site or file and the fields you need

I check it is doable and confirm scope

I deliver a sample first, then the full data

What I do not do. Scraping behind logins you do not own, bypassing CAPTCHAs or paywalls, or collecting personal data in ways that break a site's terms or privacy laws. If a site does not allow scraping, I will tell you before you order.