For Developers & Data-Product Builders

The Best Datasets for Developers & Data-Product Builders

1,144 of the 1,744 datasets in the catalog score for developers work, 513 of them strongly. The short list is below — pick from it, or tell us what's missing from it.

Embed external data into apps, integrations and data products.

  • clean REST/GraphQL APIs
  • SDKs and code samples
  • webhooks/streaming where relevant
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Typically triggered by an integration sprint needs a reliable third-party feed.

1,144datasets score for this work
513rated strongly relevant
131industry shelves with a dedicated page
1,744datasets in the whole catalog

How it arrives

API, files, or your warehouse. Daily, weekly, or hourly.

Your call on cadence and plumbing. The sample comes first either way: real rows from the datasets you name, before anyone talks money.

Where the shelf runs deep — and where it runs thin

22 Biotechnology 18 Education Services 17 Aerospace Defense 16 Consumer Finance 16 Industrial Conglomerates EDGAR company facts, BEA's 100 req/min API, BigQuery public tables and Google Data Commons cover firm and macro layers. 16 Apparel Accessories Luxury Goods
And the thin water — 4 industries where the public trace is weak
3 Health Care Equipment Two openFDA device APIs carry the industry; the third record is a WHO policy document, not machine-readable data. 3 Homefurnishing Retail A Hugging Face search collection, IKEA's embedded-JSON storefront and a data.gov keyword search - no dedicated product API. 3 Multi Line Insurance Coverage leans on World Bank WDI insurance indicators and the EU portal's advanced search rather than insurer-level data. 3 Computer Electronics Retail Best Buy's Developer API - 50,000 calls/day, 5 calls/second - is the only dedicated retail API; the rest are Census aggregates.

The play

  1. <p>When quotas bind - YouTube's 10,000 units/day, GitHub's 5,000 authenticated requests/hour - cache hard and switch heavy loads to bulk files: 725 catalog datasets ship them, and GLEIF Golden Copy deltas, OSV's 1.51 GB export and Geofabrik's regional .osm.pbf extracts exist precisely for mirroring.</p>
  2. <p>Undocumented limits: Steam and Nasdaq's screener throttle without published numbers.</p>

Straight answers

How do I avoid rate-limit walls breaking my shipped feature?

Design to documented ceilings: api.data.gov personal keys allow 1,000 requests/hour versus DEMO_KEY's 30, NASA allows 1,000/hour across 16 services, and SEC fair-access runs near 10 requests/second. Cache aggressively, then move heavy loads to bulk files - 725 catalog datasets offer them.

See your rows first

Name the datasets. We send real rows — field dictionary, definitions, coverage notes with them. Then we talk about developers plumbing.

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Your shelves

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