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 topologyAll declared links
Current focusU.S. Bureau of Econom...19,193 records / 27 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 · All declared links
Who the Atlas connects
Every lane is an exact family-pair contract in the active semantic lens, ranked by encoded edge count.13 of 13families connectedTop 8 routes carry 97.2% of active-layer edges.
- Active-lens edges
- 19,193
- All declared links
- Family-pair routes
- 27
- exact family contracts
- Cross-family pairs
- 24
- between unlike families
- Self-family pairs
- 3
- within one family
- 01PlacesIndicatorsMeasurement layer · open complete contract dossier6,41233.4%
- 02PlacesSourcesMeasurement layer · open complete contract dossier3,37817.6%
- 03PlacesPlacesMeasurement layer · open complete contract dossier3,20416.7%
- 04IndustriesSourcesMeasurement layer · open complete contract dossier1,95410.2%
- 05IndustriesIndustriesMeasurement layer · open complete contract dossier1,8499.6%
- 06IndustriesIndicatorsMeasurement layer · open complete contract dossier1,5768.2%
- 07PublicationsSourcesResearch layer · open complete contract dossier1690.9%
- 08PlacesPublicationsResearch layer · open complete contract dossier1140.6%
Inspect the remaining 19 family-pair routes537 links · 2.8% of active-layer edges
- 09TopicsPublicationsResearch layer · open complete contract dossier970.5%
- 10TopicsQuestionsResearch layer · open complete contract dossier580.3%
- 11MarketsProductsMeasurement layer · open complete contract dossier550.3%
- 12IndicatorsSourcesMeasurement + Research layer · open complete contract dossier500.3%
- 13QuestionsIndicatorsResearch layer · open complete contract dossier460.2%
- 14MarketsPublicationsResearch layer · open complete contract dossier330.2%
- 15RecordsNamed entitiesEnforcement layer · open complete contract dossier310.2%
- 16ProductsOperatorsOrganization layer · open complete contract dossier280.1%
- 17MarketsIndicatorsMeasurement layer · open complete contract dossier210.1%
- 18MarketsSourcesMeasurement layer · open complete contract dossier200.1%
- 19MarketsRecordsEnforcement layer · open complete contract dossier18<0.1%
- 20IndustriesPlacesMeasurement layer · open complete contract dossier17<0.1%
- 21IssuesTopicsResearch layer · open complete contract dossier16<0.1%
- 22RecordsSourcesEnforcement layer · open complete contract dossier14<0.1%
- 23MarketsIndustriesMeasurement layer · open complete contract dossier12<0.1%
- 24MarketsIssuesResearch layer · open complete contract dossier12<0.1%
- 25OperatorsNamed entitiesOrganization layer · open complete contract dossier4<0.1%
- 26SourcesSourcesMeasurement layer · open complete contract dossier3<0.1%
- 27ProductsNamed entitiesOrganization layer · open complete contract dossier2<0.1%
SourcesInput-Output Accounts, domestic requirements tablesAll declared links / 2 hops / 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...
103 connected nodes in this bounded slice- Visible nodes
- 48
- of 103
- Visible edges
- 171
- declared links
- Direct links
- 17
- from focus
- Hidden nodes
- 55
- 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
281 edges survive the current focus, depth, node-type, layer, and semantic-type contract.
MeasurementBusiness formation contextbusiness formation context
NAICS 21 is linked to the Census BFS Mining, quarrying, and oil and gas extraction industry bucket for descriptive national application and employer-formation context. Counts remain distinct from rates, and projected formations remain distinct from observed businesses.
MeasurementBusiness formation contextbusiness formation context
NAICS 22 is linked to the Census BFS Utilities industry bucket for descriptive national application and employer-formation context. Counts remain distinct from rates, and projected formations remain distinct from observed businesses.
MeasurementBusiness formation contextbusiness formation context
NAICS 23 is linked to the Census BFS Construction industry bucket for descriptive national application and employer-formation context. Counts remain distinct from rates, and projected formations remain distinct from observed businesses.
MeasurementBusiness formation contextbusiness formation context
NAICS 31-33 is linked to the Census BFS Manufacturing industry bucket for descriptive national application and employer-formation context. Counts remain distinct from rates, and projected formations remain distinct from observed businesses.
MeasurementBusiness formation contextbusiness formation context
NAICS 42 is linked to the Census BFS Wholesale trade industry bucket for descriptive national application and employer-formation context. Counts remain distinct from rates, and projected formations remain distinct from observed businesses.
MeasurementBusiness formation contextbusiness formation context
NAICS 44-45 is linked to the Census BFS Retail trade industry bucket for descriptive national application and employer-formation context. Counts remain distinct from rates, and projected formations remain distinct from observed businesses.
MeasurementBusiness formation contextbusiness formation context
NAICS 48-49 is linked to the Census BFS Transportation and warehousing industry bucket for descriptive national application and employer-formation context. Counts remain distinct from rates, and projected formations remain distinct from observed businesses.
MeasurementBusiness formation contextbusiness formation context
NAICS 51 is linked to the Census BFS Information industry bucket for descriptive national application and employer-formation context. Counts remain distinct from rates, and projected formations remain distinct from observed businesses.
MeasurementBusiness formation contextbusiness formation context
NAICS 52 is linked to the Census BFS Finance and insurance industry bucket for descriptive national application and employer-formation context. Counts remain distinct from rates, and projected formations remain distinct from observed businesses.
MeasurementBusiness formation contextbusiness formation context
NAICS 53 is linked to the Census BFS Real estate and rental and leasing industry bucket for descriptive national application and employer-formation context. Counts remain distinct from rates, and projected formations remain distinct from observed businesses.
MeasurementBusiness formation contextbusiness formation context
NAICS 54 is linked to the Census BFS Professional, scientific, and technical services industry bucket for descriptive national application and employer-formation context. Counts remain distinct from rates, and projected formations remain distinct from observed businesses.
MeasurementBusiness formation contextbusiness formation context
NAICS 56 is linked to the Census BFS Administrative and support and waste management and remediation services industry bucket for descriptive national application and employer-formation context. Counts remain distinct from rates, and projected formations remain distinct from observed businesses.
Showing 8 of 281 exact relationships. The complete filtered ledger remains available in CSV.
269 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.