ADM1 context overlay

North-Western

Static ADM1 context page for North-Western in Zambia. This page is indexed because the GSAP prosperity-gap overlay marks it as a high-priority subnational context row. It is not a canonical pain measurement.

Parent placeZambia

CoverageADM1 context overlay

Priority rank39

GSAP geo idZMB_2015_ADM1_3431

World Bank GSAP context

Poverty-context values

These values are public-source poverty-context inputs used for subnational atlas discovery. They are not direct pain measurements.
Metric	Value	Use in PainMap
$3.00/day poverty rate	72.1%	Severe income-poverty context.
$4.20/day poverty rate	81.0%	Lower-middle-income poverty context.
$8.30/day poverty rate	91.6%	Broader income-vulnerability context.
Prosperity gap 2021	22.58	Static-page priority ranking signal.

ADM1 context rows are separated from the frozen canonical measurement table. Use them for subnational discovery and hypothesis triage; cite the release page and carry the source, uncertainty, and method note with reuse.

Open Zambia country page Country ADM1 JSON ADM1 context index Coverage JSON