The upstream "why" behind health outcomes: air pollution, water access, poverty and demographics, country by country, from World Bank WDI, WHO air quality, FAO AQUASTAT and UNDP HDI. Joins to the surveillance and health-systems graphs by ISO country code — the third panel of the public-health trifecta.
cd case_studies/health-determinants && ./run.sh # validate every query
RECORD=1 ./run.sh # also regenerate demo.gifScale: 239,802 nodes · 239,795 edges (from a 5 MB snapshot)
| Node label | Count | Key properties |
|---|---|---|
| DemographicProfile | 107,088 | indicator_name, value, year |
| SocioeconomicIndicator | 52,367 | indicator_name, value, year |
| EnvironmentalFactor | 33,847 | indicator_name, value, year |
| WaterResource | 32,209 | indicator_name, value, year |
| NutritionIndicator | 14,073 | indicator_name, value, year |
| Country | 211 | iso_code, name |
| Region | 7 | name, who_code |
Relationships: DEMOGRAPHIC_OF (107K), HAS_INDICATOR (52K), ENVIRONMENT_OF
(34K), WATER_RESOURCE_OF (32K), NUTRITION_STATUS (14K), IN_REGION.
See queries.cypher: heaviest air-pollution burden → richest
socioeconomic profiles → lowest water-resource availability → most-profiled
demographics → world regions. Every query returns real rows (DoD-gated).
Country.iso_code is the federation key shared with the
surveillance and health-systems graphs.
Sources: World Bank WDI (CC BY 4.0), WHO Ambient Air Quality, FAO AQUASTAT, UNDP
HDI. Snapshot health-determinants.sgsnap on release
kg-snapshots-v6
(sha256 pinned in case.env).