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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 focus31-33 Manufacturing18,549 records / 13 family pairs

Measurement topology centered on 31-33 ManufacturingLine 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 31-33 ManufacturingTap 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
IndustriesManufacturingMeasurement / 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

31-33 Manufacturing

1,939 connected nodes in this bounded slice
Visible nodes
48
of 1939
Visible edges
89
declared links
Direct links
31
from focus
Hidden nodes
1891
plot cap only
Direct neighborhood29

11 additional matches remain in the public packet.

Focused declared relationship network for ManufacturingNodes are placed by graph distance from the selected profile. Color identifies node type. Lines identify encoded relationships in the selected semantic lens.31-33 Manufacturing24.9Manufacturing: Revenue HHI 24.9332 Fabricated me...Fabricated metal product manufacturing: Revenue HHI 13.7311 Food manufact...Food manufacturing: Revenue HHI 97.4325 Chemical manu...Chemical manufacturing: Revenue HHI 76.8333 Machinery man...Machinery manufacturing: Revenue HHI 67.7336 Transportatio...Transportation equipment manufacturing: Revenue HHI 251.6334 Computer and...Computer and electronic product manufacturing: Revenue HHI 93.9327 Nonmetallic m...Nonmetallic mineral product manufacturing: Revenue HHI 61331 Primary metal...Primary metal manufacturing: Revenue HHI 234.7335 Electrical eq...Electrical equipment, appliance, and component manufacturing: Revenue HHI 144.3315 Apparel manuf...Apparel manufacturing: Revenue HHI 31.6Furniture and related product manufacturing: Revenue HHI 57.7Leather and allied product manufacturing: Revenue HHI 178.6Textile mills: Revenue HHI 144.7Wood product manufacturing: Revenue HHI 76.2Beverage and tobacco product manufacturing: Revenue HHI 391.8Miscellaneous manufacturing: Revenue HHI 62.1Paper manufacturing: Revenue HHI 348.3Plastics and rubber products manufacturing: Revenue HHI 32.8Textile product mills: Revenue HHI 262.3Petroleum and coal products manufacturing: Revenue HHI 763.8Printing and related support activities: Revenue HHI 41.1United States Competition Profile: National context systems 72022 Economic Census Concentration of Largest Firms: Access date 2026-07-17July 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 2026-08-15Major Sector Productivity and Costs, quarterly indexes: Access date 2026-08-13Texas: Insurance HHI 2,311Georgia: Insurance HHI 2,464Virginia: Insurance HHI 2,213Kentucky: Insurance HHI 3,644Missouri: Insurance HHI 2,437Kansas: Insurance HHI 2,561Illinois: Insurance HHI 3,666Iowa: Insurance HHI 5,965North Carolina: Insurance HHI 3,255Tennessee: Insurance HHI 2,831Indiana: Insurance HHI 2,957Nebraska: Insurance HHI 4,116Ohio: Insurance HHI 1,619Minnesota: Insurance HHI 3,547Michigan: Insurance HHI 2,413Mississippi: Insurance HHI 2,793Detailed industry CR4: Observation rows 897Detailed industry HHI: Observation rows 679
Markets12Products55Operators20Industries1866Issues6Topics8Questions46Places3270Indicators30Records14Named entities21Publications85Sources45
IndustriesManufacturing240.6K firms / 7T revenue
Revenue HHI
24.9
Status
published
Declared links
31
Latest year
2022

2022 Economic Census employer-firm concentration screen for NAICS 31-33.

Open canonical profile
Analysis handoff4

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

Direct relationships31

Direct relationship fingerprint

How 31-33 Manufacturing is declared in the Atlas

Measurement / direct focus links / no composite score
Counterparties
29
Unique canonical endpoints
Encoded links
31
Exact focus edges
Source custody
100%
31 source-bearing links
Profile families
3
Direct counterparty types
Counterparty compositionDirect nodes by profile family
Unique endpoints / active layer
Industries21 encoded edges
21
Sources9 encoded edges
7
Places1 encoded edge
1
Declared counterpartiesCarry exact endpoints into deeper analysis
29 available
01
3 edges3 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 29 exact direct counterparties.
Direct layer mixMeasurement31Organization0Enforcement0Research0
Encoded confidencehigh22medium0bounded9low0

Relationship ledger

Every plotted line remains an inspectable record

5,517 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 5,517 exact relationships. The complete filtered ledger remains available in CSV.

5,505 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