Antitrust Radar

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.

Explore the graphRank profilesCompare profiles
More atlas tools4 exact routes
Live family topologyMeasurement

Current focus71 Arts, entertainment...18,549 records / 13 family pairs

Measurement topology centered on 71 Arts, entertainment...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 71 Arts, entertainment...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
IndustriesArts, entertainment, and recreationMeasurement / 1 hop / 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

71 Arts, entertainment...

11 connected nodes in this bounded slice
Visible nodes
11
of 11
Visible edges
15
declared links
Direct links
10
from focus
Hidden nodes
0
plot cap only
Direct neighborhood10
IndustriesArts, entertainment, and recreation146K firms / 339.2B revenue
Revenue HHI
20.4
Status
published
Declared links
10
Latest year
2022

2022 Economic Census employer-firm concentration screen for NAICS 71.

Open canonical profile
Analysis handoff3

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

Direct relationships10

Direct relationship fingerprint

How 71 Arts, entertainment... is declared in the Atlas

Measurement / direct focus links / no composite score
Counterparties
10
Unique canonical endpoints
Encoded links
10
Exact focus edges
Source custody
100%
10 source-bearing links
Profile families
3
Direct counterparty types
Counterparty compositionDirect nodes by profile family
Unique endpoints / active layer
Sources6 encoded edges
6
Industries3 encoded edges
3
Places1 encoded edge
1
Declared counterpartiesCarry exact endpoints into deeper analysis
10 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 10 exact direct counterparties.
Direct layer mixMeasurement10Organization0Enforcement0Research0
Encoded confidencehigh4medium0bounded6low0

Relationship ledger

Every plotted line remains an inspectable record

15 edges survive the current focus, depth, node-type, layer, and semantic-type contract.

MeasurementBusiness formation contextbusiness formation context

NAICS 71 is linked to the Census BFS Arts, entertainment, and recreation 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 NAICS71boundedSource
MeasurementEmployment and earnings contextemployment earnings context

NAICS 71 is linked to the broad national CES Leisure and hospitality supersector for descriptive payroll, hours, and nominal-earnings context. Leisure and hospitality combines arts, accommodation, and food services nationally. It is not a local service or labor-market definition.

U.S. Bureau of Labor Statistics / CES 70-000000boundedSource
MeasurementNAICS parent classificationindustry hierarchy

Performing arts, spectator sports, and related industries (NAICS 711) is classified under Arts, entertainment, and recreation (NAICS 71) in the 2022 NAICS hierarchy.

2022 NAICS hierarchyhighSource
MeasurementNAICS parent classificationindustry hierarchy

Museums, historical sites, and similar institutions (NAICS 712) is classified under Arts, entertainment, and recreation (NAICS 71) in the 2022 NAICS hierarchy.

2022 NAICS hierarchyhighSource
MeasurementNAICS parent classificationindustry hierarchy

Amusement, gambling, and recreation industries (NAICS 713) is classified under Arts, entertainment, and recreation (NAICS 71) in the 2022 NAICS hierarchy.

2022 NAICS hierarchyhighSource
MeasurementIndustry output contextindustry output context

Exact broad-sector NAICS 71 is linked to BEA line 82, Arts, entertainment, and recreation, for descriptive value-added and real-growth context across the published annual and quarterly panels.

U.S. Bureau of Economic Analysis / GDP by Industry line 82boundedSource
MeasurementEconomic Census sourceindustry source

2022 Economic Census Concentration of Largest Firms supplies the 2022 employer-firm concentration screen for NAICS 71.

MeasurementEconomic Census sourceindustry source

2022 Economic Census Concentration of Largest Firms supplies the 2022 employer-firm concentration screen for NAICS 711.

MeasurementEconomic Census sourceindustry source

2022 Economic Census Concentration of Largest Firms supplies the 2022 employer-firm concentration screen for NAICS 712.

MeasurementEconomic Census sourceindustry source

2022 Economic Census Concentration of Largest Firms supplies the 2022 employer-firm concentration screen for NAICS 713.

MeasurementProduction requirements contextinput output context

NAICS 71 contains 2 published BEA summary industries in the domestic requirements matrix (711AS, 713). Coefficients remain at the 71-industry level; this bridge creates no broad-sector aggregate.

U.S. Bureau of Economic Analysis / domestic requirements / 1997-2024boundedSource
MeasurementLabor dynamics contextlabor dynamics context

NAICS 71 is linked to the broad national JOLTS Leisure and hospitality group for descriptive worker-flow context. Leisure and hospitality combines arts, accommodation, and food services nationally. It is not a local service or labor-market definition.

U.S. Bureau of Labor Statistics / JOLTS 700000boundedSource

Showing 8 of 15 exact relationships. The complete filtered ledger remains available in CSV.

3 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.

Data CubeExact 2022 Economic Census Concentration of Largest Firms observation sliceVizBuilderIndustry HHI / ranking lensJSON graph/api/public/atlas?focus=industry%3A71&layer=measurement&depth=1CSV edge ledgerComplete exact relationship slice