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.

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More atlas tools4 exact routes

Live family topologyResearch

Current focusWhere Public Market-Sha...547 records / 9 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 standard

Graph census · Research

Who the Atlas connects

Every lane is an exact family-pair contract in the active semantic lens, ranked by encoded edge count.

8 of 13families connectedTop 8 routes carry 99.6% of active-layer edges.

Active-lens edges: 547; Research
Family-pair routes: 9; exact family contracts
Cross-family pairs: 9; between unlike families
Self-family pairs: 0; within one family

Open the complete relationship matrixScan all 91 possible family contracts by edge volume or source custody, including explicit structural zeros.

Inspect the remaining 1 family-pair routes2 links · 0.4% of active-layer edges

09IndicatorsSourcesResearch layer · open complete contract dossier20.4%

Graph query

Build a declared relationship neighborhood

Find a nodeRelationship layerSemantic contractNeighbor type

Network depth

PublicationsWhere Public Market-Share Data Runs OutResearch / 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

Where Public Market-Sha...

12 connected nodes in this bounded slice

Visible nodes: 12; of 12
Visible edges: 15; declared links
Direct links: 5; from focus
Hidden nodes: 0; plot cap only

Direct neighborhood5

Markets12Products55Operators20Industries1866Issues6Topics8Questions46Places3270Indicators30Records14Named entities21Publications85Sources45

PublicationsWhere Public Market-Share Data Runs Out2 linked markets

Evidence sources: 2
Status: published
Declared links: 5
Latest year: 2026

An open report explaining why the observatory sometimes withholds HHI even when public facts indicate concentration.

Open canonical profile

Analysis handoff2

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

Direct relationships5

Direct relationship fingerprint

How Where Public Market-Sha... is declared in the Atlas

Research / direct focus links / no composite score

Counterparties: 5; Unique canonical endpoints
Encoded links: 5; Exact focus edges
Source custody: 40%; 2 source-bearing links
Profile families: 3; Direct counterparty types

Counterparty compositionDirect nodes by profile family

Unique endpoints / active layer

Markets2 encoded edges

Sources2 encoded edges

Topics1 encoded edge

Declared counterpartiesCarry exact endpoints into deeper analysis

5 available

1 edge1 source-bearing

1 edge0 source-bearing

Relationship ledger

Every plotted line remains an inspectable record

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

ResearchIssue program membershipissue scope

U.S. pharmacy benefit management is an explicitly curated member of the Health care intermediaries research program while retaining its own product boundary, geography, denominator, and comparison contract.

ResearchIssue program membershipissue scope

U.S. domestic airline passengers is an explicitly curated member of the Transportation networks research program while retaining its own product boundary, geography, denominator, and comparison contract.

ResearchCovered market profilereport market

Where Public Market-Share Data Runs Out explicitly lists U.S. domestic airline passengers in its related-market scope.

ResearchCovered market profilereport market

Where Public Market-Share Data Runs Out explicitly lists U.S. pharmacy benefit management in its related-market scope.

ResearchCovered market profilereport market

The U.S. Competition Landscape explicitly lists U.S. domestic airline passengers in its related-market scope.

ResearchCovered market profilereport market

The U.S. Competition Landscape explicitly lists U.S. pharmacy benefit management in its related-market scope.

ResearchDeclared publication sourcereport source

TranStats airline domestic market share March 2025-February 2026 appears in the report's encoded source basis.

ResearchDeclared publication sourcereport source

Pharmacy Benefit Managers: The Powerful Middlemen Inflating Drug Costs and Squeezing Main Street Pharmacies appears in the report's encoded source basis.

ResearchDeclared publication sourcereport source

TranStats airline domestic market share March 2025-February 2026 appears in the report's encoded source basis.

ResearchDeclared publication sourcereport source

Pharmacy Benefit Managers: The Powerful Middlemen Inflating Drug Costs and Squeezing Main Street Pharmacies appears in the report's encoded source basis.

ResearchDeclared issue-program membershiptopic issue

Health care intermediaries is explicitly included in the Methods and Public Data institutional research contract.

ResearchDeclared issue-program membershiptopic issue

Housing access and local power is explicitly included in the Methods and Public Data institutional research contract.

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 U.S. domestic airline passengers observation slice VizBuilderMarket CR4 / trend lens JSON graph/api/public/atlas?focus=report%3Arep-public-data-gaps&layer=research CSV edge ledgerComplete exact relationship slice