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Civitascope Data

Status: early development. This release only reserves the package name. There is no usable functionality yet.

Civitascope turns open Eurostat data into verifiable, sourced infographics. This package is the data engine: it fetches data from the Eurostat API, checks it against hand-reviewed dataset cards and computes the figures. Drawing the charts is the job of civitascope-render; the website is civitascope-web.

Core principle

The model never states a number on its own. The LLM interprets the question, selects the right dataset and writes the answer; all calculation is done in code, and every figure is checked against the retrieved data before it is shown.

Planned

  • Dataset retrieval over the Eurostat catalogue
  • Multi-step agent: search, fetch, compute, answer with source link
  • Evaluation suite measuring dataset choice, numeric accuracy and refusals
  • Infographic generation (country rankings, regional maps, then-vs-now) with faithfulness checks

Data source: Eurostat (CC BY 4.0). Civitascope is not affiliated with Eurostat or the European Commission.

License

MIT

Metadata

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