Global Health Data

The tool ingests standardized global health indicators from credible sources and computes comparable country-year metrics. Intended users include public health researchers, policy analysts, program managers, and international agencies who require consistent cross-country comparisons, trend analysis, and benchmarking to inform decisions and reports.
The core processing layer performs data ingestion, harmonization, unit normalization, and computation of rates and indices. It supports country and year filtering, and generates summary tables, rankings, and time-series results. Advanced features such as regional stratification, age-standardization, forecast-ready projections, uncertainty intervals when data allow, and exports to common formats are available as optional capabilities.
Inputs and outputs are clearly defined: indicators, geographic scope (ISO country codes), start and end years, units (percent, per 100k, etc.), optional age group and sex filters; outputs include numeric tables, time-series arrays, rankings, and metadata. Values are formatted according to the selected unit and accompanied by data provenance notes.
The tool applies harmonization algorithms to align indicators to common definitions, performs rate-conversions using population denominators, and computes age-standardized and trend-adjusted metrics where requested. Ranking is based on percentile or simple rank; time-series calculations include annual values and percent changes; smoothing can be applied to stabilize short-term fluctuations when requested.