Public Data APIs

Open datasets and APIs that are useful for research, prototypes, charts, and source-grounded answers.

Start here when a claim needs a dataset, an API, or a reusable identifier instead of a loose search result.

Best for

  • Researchers and builders who need source-grounded answers.
  • Prototype makers turning public datasets into maps, charts, or checks.

How to use this lane

  • Start with identifiers and coverage before asking an AI model to summarize.
  • Keep the original API or dataset URL near any generated answer.

Selection criteria

  • The source has queryable data, documentation, and stable identifiers.
  • The dataset can support a concrete chart, lookup, or research question.

Common pitfalls

  • Treating a dataset as complete without checking coverage and freshness.
  • Losing attribution when copying results into notes or AI prompts.

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