1 edge1 source-bearing
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
Live family topologyAll declared links
Current focusHow HHI Helps Explain M...19,193 records / 27 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 standardGraph 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%
PublicationsHow HHI Helps Explain Market ConcentrationAll declared links / 2 hops / all neighbors
Choose one exact semantic contract to rebuild the topology, neighborhood, diagnostics, ledger, and public exports around only that declared edge type.
Focused evidence graph
How HHI Helps Explain M...
66 connected nodes in this bounded slice- Visible nodes
- 48
- of 66
- Visible edges
- 101
- declared links
- Direct links
- 8
- from focus
- Hidden nodes
- 18
- plot cap only
Markets12Products55Operators20Industries1866Issues6Topics8Questions46Places3270Indicators30Records14Named entities21Publications85Sources45
PublicationsHow HHI Helps Explain Market Concentration3 linked markets
- Evidence sources
- 3
- Status
- published
- Declared links
- 8
- Latest year
- 2026
An open explainer on HHI, CR4, effective number of firms, and why source coverage matters.
Open canonical profileNo indicator row is keyed directly to this profile. These analytical contexts are one declared graph hop away.
Direct relationship fingerprint
How How HHI Helps Explain M... is declared in the Atlas
- Counterparties
- 8
- Unique canonical endpoints
- Encoded links
- 8
- Exact focus edges
- Source custody
- 37.5%
- 3 source-bearing links
- Profile families
- 3
- Direct counterparty types
Counterparty compositionDirect nodes by profile family
Unique endpoints / active layerMarkets3 encoded edges
3Sources3 encoded edges
3Topics2 encoded edges
2Declared counterpartiesCarry exact endpoints into deeper analysis
8 available1 edge1 source-bearing
1 edge1 source-bearing
1 edge0 source-bearing
1 edge0 source-bearing
1 edge0 source-bearing
Relationship ledger
Every plotted line remains an inspectable record
123 edges survive the current focus, depth, node-type, layer, and semantic-type contract.
EnforcementRelated policy contextpolicy scope
Starts the federal case chronology for the default and distribution channels connected to the search and browser profiles; it is legal context rather than a concentration observation.
EnforcementRelated policy contextpolicy scope
Starts the federal case chronology for the default and distribution channels connected to the search and browser profiles; it is legal context rather than a concentration observation.
EnforcementRelated policy contextpolicy scope
Marks the liability decision before the remedies phase. The ruling does not by itself establish a change in the observatory's usage-share HHI series.
EnforcementRelated policy contextpolicy scope
Marks the liability decision before the remedies phase. The ruling does not by itself establish a change in the observatory's usage-share HHI series.
EnforcementRelated policy contextpolicy scope
The official remedy record reaches search distribution, Chrome, and Gemini. Later market indicators should be monitored separately rather than treated as immediate proof of remedy effects.
EnforcementRelated policy contextpolicy scope
The official remedy record reaches search distribution, Chrome, and Gemini. Later market indicators should be monitored separately rather than treated as immediate proof of remedy effects.
EnforcementRelated policy contextpolicy scope
Provides the source-reported HHI anchors used by the wireless profile and a monitoring record for post-merger competitive conditions.
EnforcementRelated policy contextpolicy scope
Creates a policy anchor for the post-merger market structure. Later FCC HHI observations can be compared in time, but the observatory does not infer that the settlement caused a measured HHI change.
EnforcementOfficial record sourcerecord source
2024 Communications Marketplace Report is the custody record encoded for this dated policy event.
MeasurementConsumer price contextconsumer price context
Wireless telephone services is attached to Wireless service as a broad BLS consumer-price context series. Wireless telephone service prices are broad consumer context for the mobile-wireless dossier; they do not measure plan quality, device subsidies, carrier profitability, switching, or market power.
MeasurementIndicator source custodyindicator source
CR4 is the sum of the four largest sourced non-aggregate participant shares in this released anchor.
MeasurementIndicator source custodyindicator source
CR4 is the sum of the four largest sourced non-aggregate participant shares in this released anchor.
Showing 8 of 123 exact relationships. The complete filtered ledger remains available in CSV.
111 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.