1 edge1 source-bearing
Cross-domain evidence graph
Observatory atlas
Follow documented connections between markets, firms, places, publications, and sources. A connection shows a recorded relationship, not that two measures describe the same market.
More atlas tools4 exact routes
Live family topologyMeasurement
Current focusU.S. Bureau of Econom...18,549 records / 13 family pairs
Canonical nodes5,4785433 public profiles
Declared edges19,193exact encoded links
Node families13bounded domains
Inferred links0name-only joins
Encoded hereProfile-to-indicator observations, issue-program scope, source custody, market participation, official attribution, declared industry context, publication scope, and dated policy relationships.
Never inferred hereSubstitutability, ownership, control, liability, causation, or comparability across unlike measures.
Read evidence standardGraph census · Measurement
Who the Atlas connects
Every lane is an exact family-pair contract in the active semantic lens, ranked by encoded edge count.6 of 13families connectedTop 8 routes carry 99.6% of active-layer edges.
- Active-lens edges
- 18,549
- Measurement
- Family-pair routes
- 13
- exact family contracts
- Cross-family pairs
- 10
- between unlike families
- Self-family pairs
- 3
- within one family
- 01PlacesIndicatorsMeasurement layer · open complete contract dossier6,41234.6%
- 02PlacesSourcesMeasurement layer · open complete contract dossier3,37818.2%
- 03PlacesPlacesMeasurement layer · open complete contract dossier3,20417.3%
- 04IndustriesSourcesMeasurement layer · open complete contract dossier1,95410.5%
- 05IndustriesIndustriesMeasurement layer · open complete contract dossier1,84910.0%
- 06IndustriesIndicatorsMeasurement layer · open complete contract dossier1,5768.5%
- 07MarketsProductsMeasurement layer · open complete contract dossier550.3%
- 08IndicatorsSourcesMeasurement layer · open complete contract dossier480.3%
Inspect the remaining 5 family-pair routes73 links · 0.4% of active-layer edges
- 09MarketsIndicatorsMeasurement layer · open complete contract dossier210.1%
- 10MarketsSourcesMeasurement layer · open complete contract dossier200.1%
- 11IndustriesPlacesMeasurement layer · open complete contract dossier17<0.1%
- 12MarketsIndustriesMeasurement layer · open complete contract dossier12<0.1%
- 13SourcesSourcesMeasurement layer · open complete contract dossier3<0.1%
SourcesInput-Output Accounts, domestic requirements tablesMeasurement / 1 hop / all neighbors
Choose one exact semantic contract to rebuild the topology, neighborhood, diagnostics, ledger, and public exports around only that declared edge type.
Focused evidence graph
U.S. Bureau of Econom...
18 connected nodes in this bounded slice- Visible nodes
- 18
- of 18
- Visible edges
- 17
- declared links
- Direct links
- 17
- from focus
- Hidden nodes
- 0
- plot cap only
Markets12Products55Operators20Industries1866Issues6Topics8Questions46Places3270Indicators30Records14Named entities21Publications85Sources45
SourcesInput-Output Accounts, domestic requirements tablesU.S. Bureau of Economic Analysis
- Access date
- 2026-08-15
- Status
- public dataset
- Declared links
- 17
- Latest year
- 2026
Official annual domestic industry-by-industry total requirements matrices for 71 summary industries from 1997 through 2024, measuring direct and indirect U.S. output requirements per dollar of industry output delivered to final use.
Open canonical profileNo direct measure declaredSelect a measured market, detailed industry, state, indicator, or source from the relationship graph to open exact analytical rows.
Direct relationship fingerprint
How U.S. Bureau of Econom... is declared in the Atlas
- Counterparties
- 17
- Unique canonical endpoints
- Encoded links
- 17
- Exact focus edges
- Source custody
- 100%
- 17 source-bearing links
- Profile families
- 1
- Direct counterparty types
Counterparty compositionDirect nodes by profile family
Unique endpoints / active layerIndustries17 encoded edges
17Declared counterpartiesCarry exact endpoints into deeper analysis
17 available1 edge1 source-bearing
1 edge1 source-bearing
1 edge1 source-bearing
1 edge1 source-bearing
1 edge1 source-bearing
Relationship ledger
Every plotted line remains an inspectable record
17 edges survive the current focus, depth, node-type, layer, and semantic-type contract.
MeasurementProduction requirements contextinput output context
NAICS 21 contains 3 published BEA summary industries in the domestic requirements matrix (211, 212, 213). Coefficients remain at the 71-industry level; this bridge creates no broad-sector aggregate.
MeasurementProduction requirements contextinput output context
NAICS 22 contains 1 published BEA summary industry in the domestic requirements matrix (22). Coefficients remain at the 71-industry level; this bridge creates no broad-sector aggregate.
MeasurementProduction requirements contextinput output context
NAICS 23 contains 1 published BEA summary industry in the domestic requirements matrix (23). Coefficients remain at the 71-industry level; this bridge creates no broad-sector aggregate.
MeasurementProduction requirements contextinput output context
NAICS 31-33 contains 19 published BEA summary industries in the domestic requirements matrix (321, 327, 331, 332, 333, 334, 335, 3361MV, 3364OT, 337, 339, 311FT, 313TT, 315AL, 322, 323, 324, 325, 326). Coefficients remain at the 71-industry level; this bridge creates no broad-sector aggregate.
MeasurementProduction requirements contextinput output context
NAICS 42 contains 1 published BEA summary industry in the domestic requirements matrix (42). Coefficients remain at the 71-industry level; this bridge creates no broad-sector aggregate.
MeasurementProduction requirements contextinput output context
NAICS 44-45 contains 4 published BEA summary industries in the domestic requirements matrix (441, 445, 452, 4A0). Coefficients remain at the 71-industry level; this bridge creates no broad-sector aggregate.
MeasurementProduction requirements contextinput output context
NAICS 48-49 contains 8 published BEA summary industries in the domestic requirements matrix (481, 482, 483, 484, 485, 486, 487OS, 493). Coefficients remain at the 71-industry level; this bridge creates no broad-sector aggregate.
MeasurementProduction requirements contextinput output context
NAICS 51 contains 4 published BEA summary industries in the domestic requirements matrix (511, 512, 513, 514). Coefficients remain at the 71-industry level; this bridge creates no broad-sector aggregate.
MeasurementProduction requirements contextinput output context
NAICS 52 contains 4 published BEA summary industries in the domestic requirements matrix (521CI, 523, 524, 525). Coefficients remain at the 71-industry level; this bridge creates no broad-sector aggregate.
MeasurementProduction requirements contextinput output context
NAICS 53 contains 3 published BEA summary industries in the domestic requirements matrix (HS, ORE, 532RL). Coefficients remain at the 71-industry level; this bridge creates no broad-sector aggregate.
MeasurementProduction requirements contextinput output context
NAICS 54 contains 3 published BEA summary industries in the domestic requirements matrix (5411, 5415, 5412OP). Coefficients remain at the 71-industry level; this bridge creates no broad-sector aggregate.
MeasurementProduction requirements contextinput output context
NAICS 56 contains 2 published BEA summary industries in the domestic requirements matrix (561, 562). Coefficients remain at the 71-industry level; this bridge creates no broad-sector aggregate.
Showing 8 of 17 exact relationships. The complete filtered ledger remains available in CSV.
5 additional exact edges are available in JSON and CSV.
Graph contract
Relationship families stay separate
The atlas joins routes through encoded custody and context, never through name resemblance or an inferred corporate, legal, or causal relationship.
The atlas exposes only relationships declared in the current public data. A link or issue grouping does not make unlike measures comparable, establish ownership or control, define an antitrust market, assign liability, or show that a policy event caused an economic outcome.
Reusable graph packet
Carry node and edge custody into analysis
The packet preserves node type, canonical route, relationship family, source link, evidence label, confidence, and edge-specific guardrail.