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
Current focus4234 Professional and...19,193 records / 27 family pairs
Graph 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%
Choose one exact semantic contract to rebuild the topology, neighborhood, diagnostics, ledger, and public exports around only that declared edge type.
Focused evidence graph
4234 Professional and...
1,873 connected nodes in this bounded slice- Visible nodes
- 48
- of 1873
- Visible edges
- 68
- declared links
- Direct links
- 9
- from focus
- Hidden nodes
- 1825
- plot cap only
- Revenue HHI
- 133.7
- Status
- published
- Declared links
- 9
- Latest year
- 2022
2022 Economic Census employer-firm concentration screen for NAICS 4234.
Open canonical profileNo indicator row is keyed directly to this profile. These analytical contexts are one declared graph hop away.
Direct relationship fingerprint
How 4234 Professional and... is declared in the Atlas
- Counterparties
- 9
- Unique canonical endpoints
- Encoded links
- 9
- Exact focus edges
- Source custody
- 100%
- 9 source-bearing links
- Profile families
- 2
- Direct counterparty types
Relationship ledger
Every plotted line remains an inspectable record
5,297 edges survive the current focus, depth, node-type, layer, and semantic-type contract.
Published 2022 Economic Census share of industry value held by the four largest firms in a six-digit NAICS statistical industry.
Published 2022 Economic Census HHI for a six-digit NAICS statistical industry.
Oil and gas extraction (NAICS 211) is classified under Mining, quarrying, and oil and gas extraction (NAICS 21) in the 2022 NAICS hierarchy.
Oil and gas extraction (NAICS 2111) is classified under Oil and gas extraction (NAICS 211) in the 2022 NAICS hierarchy.
Crude petroleum extraction (NAICS 21112) is classified under Oil and gas extraction (NAICS 2111) in the 2022 NAICS hierarchy.
Crude petroleum extraction (NAICS 211120) is classified under Crude petroleum extraction (NAICS 21112) in the 2022 NAICS hierarchy.
Natural gas extraction (NAICS 21113) is classified under Oil and gas extraction (NAICS 2111) in the 2022 NAICS hierarchy.
Natural gas extraction (NAICS 211130) is classified under Natural gas extraction (NAICS 21113) in the 2022 NAICS hierarchy.
Mining (except oil and gas) (NAICS 212) is classified under Mining, quarrying, and oil and gas extraction (NAICS 21) in the 2022 NAICS hierarchy.
Coal mining (NAICS 2121) is classified under Mining (except oil and gas) (NAICS 212) in the 2022 NAICS hierarchy.
Coal mining (NAICS 21211) is classified under Coal mining (NAICS 2121) in the 2022 NAICS hierarchy.
Surface coal mining (NAICS 212114) is classified under Coal mining (NAICS 21211) in the 2022 NAICS hierarchy.
Showing 8 of 5,297 exact relationships. The complete filtered ledger remains available in CSV.
5,285 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.