Subay Pakistan data snapshot, 10 September 2026. Census: PBS via Muhammad Yaseen / PakPC2023, GPL-2.0. https://github.com/myaseen208/PakPC2023 136 district entries; 2023 population totals 241499431. Comparisons use the supplied 2017 base; later district splits are not inferred. Rates are calculated using the relevant numerator and denominator; missing denominators yield null. Proposal memberships are exploratory, not official. Map geometry: WFP/OCHA via HDX, CC BY-IGO (2022 snapshot); see boundary-audit.json and boundary-crosswalk.json. Geometry is a rendering aid, not certified current district or political boundaries. Election source: Aiwan-e-Jamhoor and Colin Cookman; snapshots provisional. See https://subaypakistan.org/research/ for terms.