PainMap

Atlas

Start with a place.

The atlas is PainMap's place-first entry point. It keeps the map, search box, ranking tables, and dataset pages aligned so every visible value has a source, vintage, method class, and uncertainty label.

Search

Open the atlas controls

Use the homepage search field to select a country or loaded ADM1 region. It is the complete keyboard and screen-reader path for the map.

Search places

Example place

Brazil

Place page skeleton with layer metadata, boundary vintage, method class, uncertainty, and export links.

Open Brazil

Dataset

Place measurements

Representative JSON, CSV, and GeoJSON exports for the public atlas contract.

Open dataset

Layers

What the atlas can compare

proxy

Human burden indicators

World Bank country indicators for poverty, mortality, pollution, WASH, conflict, and related burden proxies.

Vintage: runtime World Bank 2010:2025 window. Uncertainty: low confidence.

proxy

Factory-farmed animals

Country and world counts from OWID/Fishcount-style public data, weighted only with visible welfare assumptions.

Vintage: latest available runtime rows plus 2026-05-31 static contract. Uncertainty: low confidence.

proxy

Wild animals and insects

Land-area and insecticide proxies used as directional context, not as settled welfare measurements.

Vintage: 2026-05-31 static contract. Uncertainty: very low confidence.

boundary

Country and ADM1 boundaries

Natural Earth Admin 0 country geometry and geoBoundaries ADM1 geometry loaded only when a place is selected.

Vintage: Natural Earth 1:50m plus current geoBoundaries API. Uncertainty: low confidence.

Exports

Atlas data downloads