Live demo of a scrape→dashboard pipeline. A Python scraper paginated an
entire 1,000-item catalogue from
books.toscrape.com
(a public sandbox built for scraping practice), normalised every price and star-rating,
and produced the clean dataset this page renders. The same pipeline points at real client
sites — prices, listings, leads — and runs on a schedule. Charts below are computed live
in the browser from the scraped data.