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🌍 Demographics Guide

High-fidelity population and social indicator data extraction. This sector provides the base foundation for contextualizing all other industrial signals.

Status: HARDENED

  • Architecture: World Bank Population Core.
  • Verification: 100% Parity.

Data Sources

  • World Bank: Global Population & Social Indicators API.
  • US Census: State-level demographic indicators and ACS simulators.

🛠️ Schema (StandardSchema)

  • region: Country (ISO-3), State, or City granularity.
  • metric: population_total, median_age, literacy_rate, or urban_population_percentage.
  • value: Numerical reading.
  • year: Observation year (ISO-8601 YYYY).

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