Event pain
Welfare Footprint
Institutional estimates for pain intensity and event duration in poultry systems.
Data
Source groups and provenance
PainMap groups sources by role: event-level Welfare Footprint estimates, moral-weight interpretation, place atlas datasets, exports, and geography. This keeps evidence claims auditable without mixing them into one link dump.
Interpretation
Moral Weight Project
Uncertain welfare-range and sentience inputs used only with visible caveats.
Place atlas
World Bank, OWID, Fishcount, WAI
Public country and global datasets used for place-level suffering-pressure proxies.
Boundaries
Natural Earth and geoBoundaries
Country and ADM1 boundaries for the equal-area atlas and optional globe layer.
Public exports
Downloadable dataset surfaces
| Dataset | Method class | Vintage | Uncertainty | Exports |
|---|---|---|---|---|
| Place measurements | Proxy aggregate | 2026-05-31 static contract plus runtime public-source refresh | Low to very low confidence by layer | JSON, CSV, GeoJSON |
| Provenance registry | Registry | 2026-05-31 review | Descriptive metadata | JSON, DCAT |
| Event pain evidence | Modeled estimate | 2026-05-31 review | Moderate confidence | HTML evidence catalog, registry row |
| Read-only API contract | Documentation | 2026-05-31 version | Contract metadata | OpenAPI 3.1 |