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DataEngineered
DataEngineered

Curated, provenance-tracked datasets
built from open public sources

DataEngineered designs and maintains structured, relational datasets across six consumer and technical verticals — every record traceable to a documented public source, sold as downloadable snapshots, subscriptions, and APIs.

6 dataset products
100K+ curated records
100% provenance-tracked
Monthly refresh pipelines

The datasets

Each product ships a free sample so you can validate schema and quality before licensing.

🧴

INCIdb

Skincare & Cosmetics

Cosmetic formulations decomposed to their INCI ingredient lists, linked to compound-level chemistry.

19,645 formulations44,816 INCI compounds
Portal →
☕

RoasterDB

Specialty Coffee

Specialty-coffee products with origin, process, and tasting notes mapped to the SCA Flavor Wheel.

8,000+ products280+ roasters20+ countries
Portal →Sample
💊

SuppDB

Supplements & Nootropics

Real supplement labels from the NIH DSLD, normalized to mg dosages with proprietary-blend flags and PubChem chemistry.

17,000+ products2,000+ brands
Portal →Sample
🌿

FloraDB

Houseplants & Botany

Individually verified houseplants with quantitative light/water/temperature care metrics, ASPCA pet toxicity, and GBIF-verified taxonomy.

270 curated species891 toxicity records20,000+ species index
Portal →Sample
🔧

MechanicDB

Automotive OBD-II

Diagnostic trouble codes mapped to ranked repair procedures, DIY difficulty ratings, and aftermarket parts cost estimates.

15,886 DTC codes56,528 ranked fixes74,916 parts mappings
Sample →
🥃

WhiskyDB

Fine Spirits

Whiskies and fine spirits from government label registries and open registers, with a 19-year monthly auction-price index.

1,290+ spirits3,200+ distilleries20,000+ price benchmarks
Portal →Sample

How we build

The same engineering discipline behind every product.

Open sources only

Government registries, institutional APIs, and open databases — collected politely, within each source's terms, from public endpoints.

Provenance ledgers

Every record carries a source reference: name, endpoint, license, and access timestamp. Any fact can be traced back.

Honest coverage

No invented values. Field-level coverage numbers are published up front; attributes a source doesn't publish stay empty or carry a documented default.

Maintained pipelines

Scheduled refreshes with deduplication keep snapshots current — datasets are living products, not one-off scrapes.

Licensing & custom work

Full datasets are sold under commercial licenses — one-time snapshots or refreshed subscriptions. Custom curation on your target list is available on request.

Get in touch