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 focus54 Professional, scien...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%
IndustriesProfessional, scientific, and technical servicesAll declared links / 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
54 Professional, scien...
9 connected nodes in this bounded slice- Visible nodes
- 9
- of 9
- Visible edges
- 11
- declared links
- Direct links
- 8
- from focus
- Hidden nodes
- 0
- plot cap only
Markets12Products55Operators20Industries1866Issues6Topics8Questions46Places3270Indicators30Records14Named entities21Publications85Sources45
IndustriesProfessional, scientific, and technical services876.2K firms / 2.7T revenue
- Revenue HHI
- 7.9
- Status
- published
- Declared links
- 8
- Latest year
- 2022
2022 Economic Census employer-firm concentration screen for NAICS 54.
Open canonical profileNo indicator row is keyed directly to this profile. These analytical contexts are one declared graph hop away.
Direct relationship fingerprint
How 54 Professional, scien... is declared in the Atlas
- Counterparties
- 8
- Unique canonical endpoints
- Encoded links
- 8
- Exact focus edges
- Source custody
- 100%
- 8 source-bearing links
- Profile families
- 3
- Direct counterparty types
Counterparty compositionDirect nodes by profile family
Unique endpoints / active layerSources6 encoded edges
6Industries1 encoded edge
1Places1 encoded edge
1Declared counterpartiesCarry exact endpoints into deeper analysis
8 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
11 edges survive the current focus, depth, node-type, layer, and semantic-type contract.
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.
MeasurementEmployment and earnings contextemployment earnings context
NAICS 54 is linked to the broad national CES Professional and business services supersector for descriptive payroll, hours, and nominal-earnings context. Professional and business services combines multiple industries nationally and does not measure occupation-specific or local employer competition.
MeasurementNAICS parent classificationindustry hierarchy
Professional, scientific, and technical services (NAICS 541) is classified under Professional, scientific, and technical services (NAICS 54) in the 2022 NAICS hierarchy.
MeasurementIndustry output contextindustry output context
Exact broad-sector NAICS 54 is linked to BEA line 66, Professional, scientific, and technical services, for descriptive value-added and real-growth context across the published annual and quarterly panels.
MeasurementEconomic Census sourceindustry source
2022 Economic Census Concentration of Largest Firms supplies the 2022 employer-firm concentration screen for NAICS 54.
MeasurementEconomic Census sourceindustry source
2022 Economic Census Concentration of Largest Firms supplies the 2022 employer-firm concentration screen for NAICS 541.
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.
MeasurementLabor dynamics contextlabor dynamics context
NAICS 54 is linked to the broad national JOLTS Professional and business services group for descriptive worker-flow context. Professional and business services combines multiple industries nationally and does not measure occupation-specific or local employer competition.
MeasurementNational economic contextnational context
Employment and earnings supplies two source-native signals to the United States Competition Profile: Total private payroll employment and Total private average hourly earnings. Private payroll jobs and nominal hourly earnings from the establishment survey, in their published source units.
MeasurementNational economic contextnational context
Labor-market flows supplies two source-native signals to the United States Competition Profile: Total nonfarm job openings rate and Total nonfarm quits rate. Openings and voluntary separations from JOLTS, kept separate from employer-power and local-market inference.
MeasurementNational broad-sector profilenational sector scope
Professional, scientific, and technical services (NAICS 54) is one of 17 broad-sector profiles in the exact Economic Census and Business Dynamics overlap represented by the United States Competition Profile.
Showing 8 of 11 exact relationships. The complete filtered ledger remains available in 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.