090°Open data
Open datasets, fully documented — searchable here, and readable by any LLM.
14 datasets
Global Health-Expenditure Signals (derived)
Yearly global health-expenditure signals from the World Bank WDI (current health expenditure % of GDP, ~190 economies, 2000 ->): 5-year and 10-year changes, 10-year trend slopes, 3-sigma anomaly flags, 5-year extrapolations, spending z-scores, per-year cross-economy ranks, and high / low / rising spender flags. The health-system *input* lens — the spending side of the outcomes in global-health-outcome-signals. All country labels normalized via hub.normalize (ISO alpha-3). Raw data: World Bank WDI (keyless); World Bank terms are non-commercial for derived products.
Health Burden Signals (derived)
Annual ML-enriched population-health signals for ~190 territories, derived from WHO Global Health Observatory data: adult obesity prevalence by sex, the 5-year obesity trend, annual mean PM2.5 concentration and the PM2.5 exceedance multiple versus the WHO 15 µg/m³ guideline, with 30-period change volatility, 3-year momentum, 3-sigma anomaly flags versus a trailing 10-year baseline, naive-drift 1-year forecasts, and a per-year cross-country volatility rank. Raw data: World Health Organization (non-commercial). All rows carry ISO alpha-3 country_code and join cleanly with other health datasets.
Global Longevity Convergence Signals (derived)
Value-added longevity signals from the free WHO Global Health Observatory: life-expectancy frontier gaps and catch-up velocity, healthy-life-expectancy trends, suicide-rate trends and malaria decline, with 3-sigma anomaly flags and cross-country ranks across ~190 countries. All computation is local pandas/numpy; no paid models or APIs.
UN SDG Global Database
Maternal mortality ratio SDG indicator SH_STA_MORT (SDG goal 3). Source: UN SDG Global Database. Rows are geo-area x year x disaggregation dimensions (sex, age, location/urban-rural where published). Full source citation (UN SDG API): MMEIG estimates available at https://www.who.int/publications/i/item/9789240108462.
Proportion of population using safely managed drinking water services, by urban/rural (%) SDG indicator SH_H2O_SAFE (SDG goal 6). Source: UN SDG Global Database. Rows are geo-area x year x disaggregation dimensions (sex, age, location/urban-rural where published).
WHO Global Health Observatory
BCG immunization coverage among 1-year-olds (%) (WUENIC) Source: WHO Global Health Observatory (indicator WHS4_543). Rows are country x year; sex-disaggregated rows carry a sex label.
Healthy life expectancy (HALE) at birth (years) Source: WHO Global Health Observatory (indicator WHOSIS_000002). Rows are country x year; sex-disaggregated rows carry a sex label.
Prevalence of HIV among adults aged 15 to 49 (%) Source: WHO Global Health Observatory (indicator MDG_0000000029). Rows are country x year; sex-disaggregated rows carry a sex label.
Life expectancy at birth (years) Source: WHO Global Health Observatory (indicator WHOSIS_000001). Rows are country x year; sex-disaggregated rows carry a sex label.
Estimated malaria incidence (per 1000 population at risk) Source: WHO Global Health Observatory (indicator MALARIA_EST_INCIDENCE). Rows are country x year; sex-disaggregated rows carry a sex label.
Obesity among adults, BMI ≥ 30 kg/m2 (age-standardized estimate) (%) Source: WHO Global Health Observatory (indicator NCD_BMI_30A). Rows are country x year; sex-disaggregated rows carry a sex label.
Concentrations of fine particulate matter (PM2.5) Source: WHO Global Health Observatory (indicator SDGPM25). Rows are country x year; sex-disaggregated rows carry a sex label.
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