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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.

Live family topologyMeasurement

Current focus711 Performing arts, s...18,549 records / 13 family pairs

Measurement topology centered on 711 Performing arts, s...Line width represents declared relationship count. Line color identifies relationship layer. Circle size represents the number of canonical profiles in each family.Places to Indicators: 6,412 declared links. Measurement 6,412.Places to Sources: 3,378 declared links. Measurement 3,378.Places to Places: 3,204 declared links. Measurement 3,204.Industries to Sources: 1,954 declared links. Measurement 1,954.Industries to Industries: 1,849 declared links. Measurement 1,849.Industries to Indicators: 1,576 declared links. Measurement 1,576.Markets to Products: 55 declared links. Measurement 55.Indicators to Sources: 48 declared links. Measurement 48.Markets to Indicators: 21 declared links. Measurement 21.Markets to Sources: 20 declared links. Measurement 20.Industries to Places: 17 declared links. Measurement 17.Markets to Industries: 12 declared links. Measurement 12.Sources to Sources: 3 declared links. Measurement 3.Markets12Markets: 12 canonical profiles, 108 links in Measurement, 171 links overall. Documented antitrust and screening definitionsProducts55Products: 55 canonical profiles, 55 links in Measurement, 85 links overall. Source-labeled market participantsOperators20Operators: 20 canonical profiles, 0 links in Measurement, 32 links overall. Official product attributionsIndustries1,866Industries: 1,866 canonical profiles, 5,408 links in Measurement, 5,408 links overall. Census hierarchy and screening contextIssues6Issues: 6 canonical profiles, 0 links in Measurement, 28 links overall. Editorial competition research programsTopics8Topics: 8 canonical profiles, 0 links in Measurement, 171 links overall. Institutional research subjects and exact evidence membershipsQuestions46Questions: 46 canonical profiles, 0 links in Measurement, 104 links overall. Public research questions anchored to exact signals and indicatorsPlaces3,270Places: 3,270 canonical profiles, 13,011 links in Measurement, 13,125 links overall. National context, bounded state and local screens, and international regulatory profilesIndicators30Indicators: 30 canonical profiles, 8,057 links in Measurement, 8,105 links overall. Canonical measurement dossiersRecords14Records: 14 canonical profiles, 0 links in Measurement, 63 links overall. Dated official enforcement recordsNamed entities21Named entities: 21 canonical profiles, 0 links in Measurement, 37 links overall. Organizations named in official recordsPublications85Publications: 85 canonical profiles, 0 links in Measurement, 413 links overall. Reports, data dispatches, and international evidence briefsSources45Sources: 45 canonical profiles, 5,403 links in Measurement, 5,588 links overall. Public evidence custody
Measurement compact topology centered on 711 Performing arts, s...Tap a family or weighted route to inspect its declared neighborhood, then use the dossier action below to open the complete record. Circle size represents canonical profile count.Places to Indicators: 6,412 declared links. Measurement 6,412.Places to Sources: 3,378 declared links. Measurement 3,378.Places to Places: 3,204 declared links. Measurement 3,204.Industries to Sources: 1,954 declared links. Measurement 1,954.Industries to Industries: 1,849 declared links. Measurement 1,849.Industries to Indicators: 1,576 declared links. Measurement 1,576.Markets to Products: 55 declared links. Measurement 55.Indicators to Sources: 48 declared links. Measurement 48.Markets to Indicators: 21 declared links. Measurement 21.Markets to Sources: 20 declared links. Measurement 20.Industries to Places: 17 declared links. Measurement 17.Markets to Industries: 12 declared links. Measurement 12.Sources to Sources: 3 declared links. Measurement 3.Markets12Markets: 12 canonical profiles, 108 links in Measurement, 171 links overall. Documented antitrust and screening definitionsProducts55Products: 55 canonical profiles, 55 links in Measurement, 85 links overall. Source-labeled market participantsOperators20Operators: 20 canonical profiles, 0 links in Measurement, 32 links overall. Official product attributionsIndustries1.9kIndustries: 1,866 canonical profiles, 5,408 links in Measurement, 5,408 links overall. Census hierarchy and screening contextIssues6Issues: 6 canonical profiles, 0 links in Measurement, 28 links overall. Editorial competition research programsTopics8Topics: 8 canonical profiles, 0 links in Measurement, 171 links overall. Institutional research subjects and exact evidence membershipsQuestions46Questions: 46 canonical profiles, 0 links in Measurement, 104 links overall. Public research questions anchored to exact signals and indicatorsPlaces3.3kPlaces: 3,270 canonical profiles, 13,011 links in Measurement, 13,125 links overall. National context, bounded state and local screens, and international regulatory profilesIndicators30Indicators: 30 canonical profiles, 8,057 links in Measurement, 8,105 links overall. Canonical measurement dossiersRecords14Records: 14 canonical profiles, 0 links in Measurement, 63 links overall. Dated official enforcement recordsNamed entities21Named entities: 21 canonical profiles, 0 links in Measurement, 37 links overall. Organizations named in official recordsPublications85Publications: 85 canonical profiles, 0 links in Measurement, 413 links overall. Reports, data dispatches, and international evidence briefsSources45Sources: 45 canonical profiles, 5,403 links in Measurement, 5,588 links overall. Public evidence custody
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 standard

Graph 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
Open the complete relationship matrixScan all 91 possible family contracts by edge volume or source custody, including explicit structural zeros.
  1. 01PlacesIndicatorsMeasurement layer · open complete contract dossier6,41234.6%
  2. 02PlacesSourcesMeasurement layer · open complete contract dossier3,37818.2%
  3. 03PlacesPlacesMeasurement layer · open complete contract dossier3,20417.3%
  4. 04IndustriesSourcesMeasurement layer · open complete contract dossier1,95410.5%
  5. 05IndustriesIndustriesMeasurement layer · open complete contract dossier1,84910.0%
  6. 06IndustriesIndicatorsMeasurement layer · open complete contract dossier1,5768.5%
  7. 07MarketsProductsMeasurement layer · open complete contract dossier550.3%
  8. 08IndicatorsSourcesMeasurement layer · open complete contract dossier480.3%
Inspect the remaining 5 family-pair routes73 links · 0.4% of active-layer edges
  1. 09MarketsIndicatorsMeasurement layer · open complete contract dossier210.1%
  2. 10MarketsSourcesMeasurement layer · open complete contract dossier200.1%
  3. 11IndustriesPlacesMeasurement layer · open complete contract dossier17<0.1%
  4. 12MarketsIndustriesMeasurement layer · open complete contract dossier12<0.1%
  5. 13SourcesSourcesMeasurement layer · open complete contract dossier3<0.1%
Bar length uses a logarithmic scale so low-volume lanes remain visible.Counts and shares describe encoded relationships, not economic importance, substitutability, control, liability, or antitrust harm.

Graph query

Build a declared relationship neighborhood

Network depth
IndustriesPerforming arts, spectator sports, and related industriesMeasurement / 2 hops / all neighbors
Semantic classificationAll 39 relationship contracts remain distinctRead ontology

Choose one exact semantic contract to rebuild the topology, neighborhood, diagnostics, ledger, and public exports around only that declared edge type.

Focused evidence graph

711 Performing arts, s...

1,875 connected nodes in this bounded slice
Visible nodes
48
of 1875
Visible edges
145
declared links
Direct links
7
from focus
Hidden nodes
1827
plot cap only
Direct neighborhood7
Focused declared relationship network for Performing arts, spectator sports, and related industriesNodes are placed by graph distance from the selected profile. Color identifies node type. Lines identify encoded relationships in the selected semantic lens.711 Performing arts, s...DPerforming arts, spectator sports, and related industries: Revenue HHI D71 Arts, entertai...Arts, entertainment, and recreation: Revenue HHI 20.47111 Performing a...Performing arts companies: Revenue HHI 377113 Promoters of...Promoters of performing arts, sports, and similar events: Revenue HHI D7114 Agents and m...Agents and managers for artists, athletes, entertainers, and other public figures: Revenue HHI 289.97115 Independent...Independent artists, writers, and performers: Revenue HHI 3.37112 Spectator sp...Spectator sports: Revenue HHI 54.1U.S. Census Bureau2022 Economic Census Concentration of Largest Firms: Access date 2026-07-17Manufacturing: Revenue HHI 24.9Retail trade: Revenue HHI 108.6Transportation and warehousing: Revenue HHI 99.8Information: Revenue HHI 231.6Fabricated metal product manufacturing: Revenue HHI 13.7Finance and insurance: Revenue HHI 78.1Food manufacturing: Revenue HHI 97.4Grocery and related product merchant wholesalers: Revenue HHI 105.7Health care and social assistance: Revenue HHI 10.4Merchant wholesalers, durable goods: Revenue HHI 36.5Merchant wholesalers, nondurable goods: Revenue HHI 73.6Navigational, measuring, electromedical, and control instruments manufacturing: Revenue HHI 163.2Professional, scientific, and technical services: Revenue HHI 7.9Administrative and support services: Revenue HHI 25.1Advertising, public relations, and related services: Revenue HHI 79.3Architectural, engineering, and related services: Revenue HHI 19.9Construction: Revenue HHI 3.9Electric power generation: Revenue HHI 274.4Foundation, structure, and building exterior contractors: Revenue HHI 1.9Mining, quarrying, and oil and gas extraction: Revenue HHI 185.7Motor vehicle parts manufacturing: Revenue HHI 102.2Other services (except public administration): Revenue HHI 9.8Real estate and rental and leasing: Revenue HHI 19.6Wholesale trade: Revenue HHI 26.8Accommodation and food services: Revenue HHI 13.2Administrative and support and waste management and remediation services: Revenue HHI 23All other general purpose machinery manufacturing: Revenue HHI 77.7Ambulatory health care services: Revenue HHI 10.3Chemical manufacturing: Revenue HHI 76.8Machinery manufacturing: Revenue HHI 67.7Plastics product manufacturing: Revenue HHI 34.5Professional and commercial equipment and supplies merchant wholesalers: Revenue HHI 133.7United States Competition Profile: National context systems 7Detailed industry CR4: Observation rows 897Detailed industry HHI: Observation rows 679July 2026 Business Formation Statistics: Access date 2026-08-14Current Employment Statistics, monthly employment, hours, and earnings: Access date 2026-08-13Job Openings and Labor Turnover Survey, monthly industry rates: Access date 2026-08-13GDP by Industry, value-added tables: Access date 2026-08-15Input-Output Accounts, domestic requirements tables: Access date 2026-08-15
Markets12Products55Operators20Industries1866Issues6Topics8Questions46Places3270Indicators30Records14Named entities21Publications85Sources45
IndustriesPerforming arts, spectator sports, and related industries65K firms / 154.9B revenue
Revenue HHI
D
Status
disclosure withheld
Declared links
7
Latest year
2022

2022 Economic Census employer-firm concentration screen for NAICS 711.

Open canonical profile
Analysis handoff1

No indicator row is keyed directly to this profile. These analytical contexts are one declared graph hop away.

Direct relationships7

Direct relationship fingerprint

How 711 Performing arts, s... is declared in the Atlas

Measurement / direct focus links / no composite score
Counterparties
7
Unique canonical endpoints
Encoded links
7
Exact focus edges
Source custody
100%
7 source-bearing links
Profile families
2
Direct counterparty types
Counterparty compositionDirect nodes by profile family
Unique endpoints / active layer
Industries6 encoded edges
6
Sources1 encoded edge
1
Declared counterpartiesCarry exact endpoints into deeper analysis
7 available
01
1 edge1 source-bearing
02
1 edge1 source-bearing
03
1 edge1 source-bearing
04
1 edge1 source-bearing
05
1 edge1 source-bearing
06
1 edge1 source-bearing
Showing 6 of 7 exact direct counterparties.
Direct layer mixMeasurement7Organization0Enforcement0Research0
Encoded confidencehigh7medium0bounded0low0

Relationship ledger

Every plotted line remains an inspectable record

5,397 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.

U.S. Census Bureau / BFS NAICS21boundedSource
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.

U.S. Census Bureau / BFS NAICS22boundedSource
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.

U.S. Census Bureau / BFS NAICS23boundedSource
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.

U.S. Census Bureau / BFS NAICSMNFboundedSource
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.

U.S. Census Bureau / BFS NAICS42boundedSource
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.

U.S. Census Bureau / BFS NAICSRETboundedSource
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.

U.S. Census Bureau / BFS NAICSTWboundedSource
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.

U.S. Census Bureau / BFS NAICS51boundedSource
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.

U.S. Census Bureau / BFS NAICS52boundedSource
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.

U.S. Census Bureau / BFS NAICS53boundedSource
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.

U.S. Census Bureau / BFS NAICS54boundedSource
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.

U.S. Census Bureau / BFS NAICS56boundedSource

Showing 8 of 5,397 exact relationships. The complete filtered ledger remains available in CSV.

5,385 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.

Observatory Atlas | Antitrust Radar