Follow the source.
Keep its limitations.
Source documentation supports definitions and data access. A public or official source does not establish currentness, legal authority, causal validity or support for MAR.
Supported import paths
All calculators accept bounded local JSON input and flat CSV observation tables. Files are parsed locally, validated and recalculated. CSV blanks remain null. API keys, personal records and sensitive infrastructure details do not belong in browser files.
The optional World Bank adapter retrieves one annual observation for the United States, China or Russia. Supported series are total population and GDP in current US dollars for an explicit year 2000–2025. These contextual aggregates are not live civilian continuity data and are never converted into country performance coefficients. Missing values remain missing.
Census, BLS, USAspending and WTO are documented manual-snapshot sources in this release. EIA and FEC keyed integrations are planned; no credential is embedded. FEMA and UNCTAD retrieval was blocked during source review, so no automated integration is claimed.
Optional public-data snapshot
This explicit request contacts api.worldbank.org, which receives the selected country, series and year and ordinary connection metadata. No policy notes are sent. A refresh replaces a snapshot only after schema validation.
No external request has been made.
Source metadata dictionary
Snapshots retain source ID, series, URL, publisher, geography, unit, currency base year, period start/end, retrieval timestamp, release date, license, transforms, quality flags, last human review and raw-content checksum. Unknown metadata stays null; current-dollar GDP is not labeled inflation-adjusted. Revisions, coverage and interpretation require human review.
Authoritative reference index
- NIST: AI Risk Management Framework — Voluntary governance background; not validation of MAR. Reviewed 2026-11-09. Reference, not endorsement or validation.
- NIST: Cybersecurity Framework 2.0 — Outcome taxonomy, not a calculated national risk score. Reviewed 2026-11-09. Reference, not endorsement or validation.
- U.S. GAO: Cost Estimating and Assessment Guide — Published 12 March 2020. Estimation and sensitivity guidance; no endorsement of this implementation. Reviewed 2026-11-09. Reference, not endorsement or validation.
- CBO: Processes and methodology — Published government estimates differ from user-input arithmetic. Reviewed 2026-11-09. Reference, not endorsement or validation.
- U.S. Census Bureau: Data API developer guidance — Keep dataset year, geography, margins of error, and privacy limits visible. Reviewed 2026-11-09. Reference, not endorsement or validation.
- BLS: Public Data API v2 — Series definitions, frequencies, revisions, and access limits vary. Reviewed 2026-11-09. Reference, not endorsement or validation.
- EIA: API v2 technical documentation — Requires a key; no private key is embedded. Automatic access needs a separate approved design. Reviewed 2026-11-09. Reference, not endorsement or validation.
- U.S. Treasury: USAspending API — Obligations and outlays differ; reporting lag and coverage require review. Reviewed 2026-11-09. Reference, not endorsement or validation.
- FEC: OpenFEC documentation — Aggregate research only. No donor-level profiles or private credentials. Reviewed 2026-11-09. Reference, not endorsement or validation.
- World Bank: Indicators API v2 — Optional keyless adapter for selected population/current-USD GDP observations; missing values stay missing. Reviewed 2026-11-09. Reference, not endorsement or validation.
- UNDRR: Sendai Framework monitoring — Country-reported indicators have coverage limits; no causal program effect is inferred. Reviewed 2026-11-09. Reference, not endorsement or validation.
- OECD: Policy coherence for sustainable development — Policy lens, not an empirical spillover multiplier. Reviewed 2026-11-09. Reference, not endorsement or validation.
- FEMA: Official disaster-risk resources — Automated retrieval blocked. Product/version validation remains planned; no dataset integration is claimed. Reviewed 2026-11-09. Reference, not endorsement or validation.
- WTO: Trade statistics and methods — Year and series definitions required; observations and forecasts remain separate. Reviewed 2026-11-09. Reference, not endorsement or validation.
- UNCTAD: Trade and maritime context — Automated retrieval blocked; no live maritime feed is claimed. Reviewed 2026-11-09. Reference, not endorsement or validation.
- U.S. Treasury / OFAC: Sanctions programs and guidance — Competent current legal review is required; no clearance or workaround is generated. Reviewed 2026-11-09. Reference, not endorsement or validation.
- NIST: Contingency Planning Guide for Federal Information Systems (SP 800-34 Rev. 1, updated) — Background for recovery time and recovery point objectives. Reviewed 2026-11-11. Reference, not endorsement or validation.
- U.S. Energy Information Administration: Measuring electricity — Distinguishes power in kilowatts from energy in kilowatt-hours. Reviewed 2026-11-11. Reference, not endorsement or validation.
- U.S. Department of Justice: Herfindahl–Hirschman Index — Defines the market concentration calculation. This exercise draws no legal conclusion and requires a declared quantity scope. Reviewed 2026-11-12. Reference, not endorsement or validation.
- OECD: OECD Supply Chain Resilience Review: Navigating Risks — Supply continuity and shared dependency context for the fictional planning exercises. Reviewed 2026-11-11. Reference, not endorsement or validation.