Retail price and stock availability over time

Daily prices and in-stock state across consumer electronics categories on the largest Dutch-language retailer.

46days recorded
6categories
~1,444products a day
2026-09-19collecting since

Daily, 05:10 UTC · ~1,444 products a day across six categories

The case

Why this cannot be bought later

A retailer shows one price and one stock state: today's. How often something sells out, how long it stays gone, and whether a price rose before it fell are all invisible without a daily record.

Contents

What the series holds

CategoriesCoffee machines, laptops, headphones, vacuums, monitors and printers on bol.com.
Per productPrice, availability, rating and review count, and whether the price is bol's own or a marketplace seller's. Keyed on product id.
DerivedPrice changes, how often a product goes out of stock, and how long it takes to return. Not discount depth: bol publishes no list price on its search pages, so there is nothing to measure a discount against.
Shape

What a row looks like

6 of the 9 columns, from the 2026-11-03 file. One product from the coffee-machine category. The full row also carries the product id, the url and the retailer's own delivery wording.

FieldExample value
titleJURA - A8 Piano Black (EA) - Volautomatische...
priceCents99900
inStocktrue
rating4.4
reviewCount5
thirdPartySellerTrue
Honest limits

What it cannot tell you

Availability is read from the retailer's own delivery wording. A phrase matching neither in-stock nor out-of-stock is recorded as unknown rather than guessed, because a wrong in-stock reading is worse than a missing one.

Interested in this series? It is not on sale yet - it is being accumulated, and it gets more useful every night. If it is the shape of something you need, say what you would want from it and when: contact@lowlanddata.com. The tools that produce it are in the catalogue and run on demand today.

Page generated 2026-11-04 05:47 UTC. Every figure on this page is read from the series itself at build time, so it cannot drift from what is on disk.