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Civic Transparency PTag Specification

CI Status Docs: latest Security: bandit Python: 3.12+ License: MIT

Normative specification for privacy-preserving provenance tags (PTags) Includes JSON Schemas and OpenAPI definitions for transparency APIs.

Schemas

Schema Purpose Status
ptag.schema.json Per-post behavioral metadata Draft
ptag_series.schema.json Aggregated time PTagSeries API responses Draft
ptag_api.openapi.yaml REST API specification Draft

Implementation Flow

  1. Generate provenance tags when posts are created (per ptag.schema.json).
  2. Aggregate tags into time buckets (with k-anonymity ≥ 100).
  3. Expose aggregated data via REST API (per ptag_api.openapi.yaml).

See API documentation for complete specification.

Designed for Privacy

  • All responses maintain k-anonymity (k≥100).
  • No individual posts or users are exposed.
  • Rare categories (<5%) are grouped as "other".
  • Geographic data limited to country-level or 1M+ (ISO codes).

Related Repositories

Three Generated Types:

CWE-based proactive catalog including PTag mappings:

Go Ecosystem:

Versioning

This specification follows semantic versioning. See CHANGELOG.md for version history.

License

MIT © Civic Interconnect

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