How Datka datasets work

Every Datka dataset holds one brand's full catalog in each of its markets, in one standard schema with a full data dictionary. Each snapshot passes quality checkpoints at every stage before it is released, and arrives ready to use.

What makes the data ready to use

Industry context

Built for fashion, sportswear, outdoor and beauty, with the categories, sizes and colours those teams already use.

One standard schema

Every brand and market in the same fields, with a full data dictionary, so datasets combine without rework.

Quality checkpoints at every stage

Each dataset passes checks for completeness, prices and duplicates before it is released.

Issues detected and fixed

When a brand changes its website, our engineers and agents detect the change and fix it before the next snapshot.

AI-ready

Clean, documented fields that analysts, BI tools and AI assistants can use as delivered.

What a dataset contains

  • Full catalogs

    Every product a brand sells on its own website, not a sample of best sellers.

  • Size and colour

    Each colour and size as its own record, so availability can be compared by market.

  • Prices

    List and sale prices in local currency for every market the dataset covers.

  • Stock availability

    Which sizes and colours are in stock, market by market.

  • Category and colour mix

    Products mapped to one category tree, so assortment mix compares across brands.

  • Monthly snapshots

    A new snapshot every month, with the history stated on each dataset.

Each dataset ships with a data dictionary that defines every field, its type and its allowed values, so an analyst, a BI tool or an AI assistant reads the data the same way.

Northline · Outerwear

Ridge Insulated Jacket

Colour: Pine green · 4 markets

Illustrative
MarketPriceSizesStock
USUSD 128.00S M L XLIn stock
GermanyEUR 129.95S M L XLLow on XL
JapanJPY 19,800S MSold out L XL
ChinaCNY 999.00S M L XLIn stock
Example record with a fictional brand. Snapshot fields: market, local price, sizes, stock.

Where the data arrives

Datasets will be bought and delivered through data marketplaces. Enterprise data can also be delivered straight to your warehouse or tools.

Data marketplaces BigQuery CSV JSON API

A new snapshot arrives every month, and each dataset states how far back its history goes. When a brand changes its website, our engineers and agents detect the change and fix it before the next snapshot.

See the data for your brands

Request access to a dataset, or book a consultation for custom scope and delivery.