[Assess the ability to apply demographic data to identify community needs and design or prioritize municipal public services. Test includes interpreting population pyramids, age structure, income and poverty rates, population density, household composition, mobility and disability statistics; calculating per-capita and dependency ratios; conducting equity and accessibility analyses; and creating evidence-based service proposals (transportation, health, housing, education, public safety, recreation) with prioritized implementable actions and justification of trade-offs, costs, and measurable outcomes.]