E-commerce Catalogue Scraper, 72K SKUs (Client Project)
Tran Tien Van
Client project for an e-commerce client (client unnamed): a B2B IT hardware catalogue captured to CSV with translated product descriptions.
What we built
A scraper that captured the catalogue into a CSV of 77,588 rows and 14 fields
Fields from EAN to images, across 319 brands
A per-locale translation pass on product descriptions
Results
72,685 SKUs across 319 brands, 14 fields each
Product descriptions pushed through a per-locale translation pass
41% of SKUs with an image and 24% with a description, measured per brand
What the data says
Ten brands are 71% of the catalogue; the tail is 309 brands deep
59% of SKUs carry no image at all
Description coverage varies sharply by brand
The dashboard was built by Van Data Team for its portfolio from the delivered data; the client engagement delivered the data.
Stack: Python, web scraping, translation pipeline, CSV delivery.
Full case study: vandatateam.com/portfolio
Like this project
Posted Nov 5, 2026
Client project: B2B IT hardware catalogue scraped to CSV, 72,685 SKUs across 319 brands with 14 fields, plus per-locale translated descriptions.
Likes
0
Views
0
