Data on this database come from PEPFAR's PANORAMA platform, which can be accessed at data.pepfar.gov. Where available, district-level Population with HIV (PLHIV) data come from PEPFAR data packs.
In addition, country-level population data come from the World Bank, and both country-level Population with HIV (PLHIV) and HIV prevalence data come from the UNAIDS AIDSinfo tool.
Finally, PEPFAR funding data are drawn from the amfAR COPs/ROPs database.