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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 topologyResearch

Current focusU.S. fixed broadband conn...547 records / 9 family pairs

Research topology centered on U.S. fixed broadband conn...Line width represents declared relationship count. Line color identifies relationship layer. Circle size represents the number of canonical profiles in each family.Publications to Sources: 169 declared links. Research 169.Places to Publications: 114 declared links. Research 114.Topics to Publications: 97 declared links. Research 97.Topics to Questions: 58 declared links. Research 58.Questions to Indicators: 46 declared links. Research 46.Markets to Publications: 33 declared links. Research 33.Issues to Topics: 16 declared links. Research 16.Markets to Issues: 12 declared links. Research 12.Indicators to Sources: 2 declared links. Research 2.Markets12Markets: 12 canonical profiles, 45 links in Research, 171 links overall. Documented antitrust and screening definitionsProducts55Products: 55 canonical profiles, 0 links in Research, 85 links overall. Source-labeled market participantsOperators20Operators: 20 canonical profiles, 0 links in Research, 32 links overall. Official product attributionsIndustries1,866Industries: 1,866 canonical profiles, 0 links in Research, 5,408 links overall. Census hierarchy and screening contextIssues6Issues: 6 canonical profiles, 28 links in Research, 28 links overall. Editorial competition research programsTopics8Topics: 8 canonical profiles, 171 links in Research, 171 links overall. Institutional research subjects and exact evidence membershipsQuestions46Questions: 46 canonical profiles, 104 links in Research, 104 links overall. Public research questions anchored to exact signals and indicatorsPlaces3,270Places: 3,270 canonical profiles, 114 links in Research, 13,125 links overall. National context, bounded state and local screens, and international regulatory profilesIndicators30Indicators: 30 canonical profiles, 48 links in Research, 8,105 links overall. Canonical measurement dossiersRecords14Records: 14 canonical profiles, 0 links in Research, 63 links overall. Dated official enforcement recordsNamed entities21Named entities: 21 canonical profiles, 0 links in Research, 37 links overall. Organizations named in official recordsPublications85Publications: 85 canonical profiles, 413 links in Research, 413 links overall. Reports, data dispatches, and international evidence briefsSources45Sources: 45 canonical profiles, 171 links in Research, 5,588 links overall. Public evidence custody
Research compact topology centered on U.S. fixed broadband conn...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.Publications to Sources: 169 declared links. Research 169.Places to Publications: 114 declared links. Research 114.Topics to Publications: 97 declared links. Research 97.Topics to Questions: 58 declared links. Research 58.Questions to Indicators: 46 declared links. Research 46.Markets to Publications: 33 declared links. Research 33.Issues to Topics: 16 declared links. Research 16.Markets to Issues: 12 declared links. Research 12.Indicators to Sources: 2 declared links. Research 2.Markets12Markets: 12 canonical profiles, 45 links in Research, 171 links overall. Documented antitrust and screening definitionsProducts55Products: 55 canonical profiles, 0 links in Research, 85 links overall. Source-labeled market participantsOperators20Operators: 20 canonical profiles, 0 links in Research, 32 links overall. Official product attributionsIndustries1.9kIndustries: 1,866 canonical profiles, 0 links in Research, 5,408 links overall. Census hierarchy and screening contextIssues6Issues: 6 canonical profiles, 28 links in Research, 28 links overall. Editorial competition research programsTopics8Topics: 8 canonical profiles, 171 links in Research, 171 links overall. Institutional research subjects and exact evidence membershipsQuestions46Questions: 46 canonical profiles, 104 links in Research, 104 links overall. Public research questions anchored to exact signals and indicatorsPlaces3.3kPlaces: 3,270 canonical profiles, 114 links in Research, 13,125 links overall. National context, bounded state and local screens, and international regulatory profilesIndicators30Indicators: 30 canonical profiles, 48 links in Research, 8,105 links overall. Canonical measurement dossiersRecords14Records: 14 canonical profiles, 0 links in Research, 63 links overall. Dated official enforcement recordsNamed entities21Named entities: 21 canonical profiles, 0 links in Research, 37 links overall. Organizations named in official recordsPublications85Publications: 85 canonical profiles, 413 links in Research, 413 links overall. Reports, data dispatches, and international evidence briefsSources45Sources: 45 canonical profiles, 171 links in Research, 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 · 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.
  1. 01PublicationsSourcesResearch layer · open complete contract dossier16930.9%
  2. 02PlacesPublicationsResearch layer · open complete contract dossier11420.8%
  3. 03TopicsPublicationsResearch layer · open complete contract dossier9717.7%
  4. 04TopicsQuestionsResearch layer · open complete contract dossier5810.6%
  5. 05QuestionsIndicatorsResearch layer · open complete contract dossier468.4%
  6. 06MarketsPublicationsResearch layer · open complete contract dossier336.0%
  7. 07IssuesTopicsResearch layer · open complete contract dossier162.9%
  8. 08MarketsIssuesResearch layer · open complete contract dossier122.2%
Inspect the remaining 1 family-pair routes2 links · 0.4% of active-layer edges
  1. 09IndicatorsSourcesResearch layer · open complete contract dossier20.4%
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
QuestionsWhat provider-share, technology, speed-tier, entry, and geographic composition changes explain the rise in national HHI while median subnational HHIs declined?Research / 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

U.S. fixed broadband conn...

19 connected nodes in this bounded slice
Visible nodes
19
of 19
Visible edges
21
declared links
Direct links
2
from focus
Hidden nodes
0
plot cap only
Direct neighborhood2
Focused declared relationship network for What provider-share, technology, speed-tier, entry, and geographic composition changes explain the rise in national HHI while median subnational HHIs declined?Nodes are placed by graph distance from the selected profile. Color identifies node type. Lines identify encoded relationships in the selected semantic lens.U.S. fixed broadband conn...1,501What provider-share, technology, speed-tier, entry, and geographic composition changes explain the rise in national HHI while median subnational HHIs declined?: Residential fixed broadband National HHI 1,501Geographic Compet...Geographic Competition: Publication memberships 7Broadband HHIFixed broadband HHI by geographic scale: Observation rows 20Communications infrastructure: Bounded markets 2Food systems and buyer power: Bounded markets 1Housing access and local power: Bounded markets 1Transportation networks: Bounded markets 1How can the nearly stable national aggregate be reconciled with state-level movement, organization turnover, branch change, and nominal deposit growth?: National bank-deposit HHI 401Which areas and provider-share changes account for movement in the county median, and how wide is the distribution hidden by the median?: Residential fixed broadband County median 4,599Which areas and provider-share changes account for movement in the state median, and how wide is the distribution hidden by the median?: Residential fixed broadband State median 2,937Which areas and provider-share changes account for movement in the tract median, and how wide is the distribution hidden by the median?: Residential fixed broadband Tract median 5,504Which state-specific paths, ownership-reporting changes, branch-booking patterns, entry, exit, or consolidation events account for movement beneath the cross-sectional median?: Median statewide bank-deposit HHI 903The U.S. Competition Landscape: Evidence sources 14Housing Competition Needs Local Ownership Data: Evidence sources 4Fixed Broadband Concentration Across Geographic Scales, 2020-2024: Evidence sources 1State Individual Insurance Concentration, 2024: Evidence sources 1Geographic concentration screens point in different directions at different scales.: Exact signals 6State Banking Structure, 2015-2025: Evidence sources 1National fixed-broadband HHI rose while three geographic medians fell.: Exact signals 4
Markets12Products55Operators20Industries1866Issues6Topics8Questions46Places3270Indicators30Records14Named entities21Publications85Sources45
QuestionsWhat provider-share, technology, speed-tier, entry, and geographic composition changes explain the rise in national HHI while median subnational HHIs declined?Q11 / Geography / 2024
Residential fixed broadband National HHI
1,501
Status
increased / verified
Declared links
2
Latest year
2024

United States moved from HHI 1,195 in Dec 2023 to 1,501 in Dec 2024 (+306 HHI points). The December 2024 national hhi is higher than its December 2023 anchor. This geographic summary does not define a legal broadband market or identify why provider shares changed.

Open canonical profile
Analysis handoff1

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

Direct relationships2

Direct relationship fingerprint

How U.S. fixed broadband conn... is declared in the Atlas

Research / direct focus links / no composite score
Counterparties
2
Unique canonical endpoints
Encoded links
2
Exact focus edges
Source custody
0%
0 source-bearing links
Profile families
2
Direct counterparty types
Counterparty compositionDirect nodes by profile family
Unique endpoints / active layer
Indicators1 encoded edge
1
Topics1 encoded edge
1
Declared counterpartiesCarry exact endpoints into deeper analysis
2 available
01
1 edge0 source-bearing
02
1 edge0 source-bearing
Direct layer mixMeasurement0Organization0Enforcement0Research2
Encoded confidencehigh0medium0bounded2low0

Relationship ledger

Every plotted line remains an inspectable record

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

ResearchNamed measurement familyquestion indicator

Q08 is framed by Residential fixed broadband County median and resolves to the canonical fixed-broadband-hhi indicator dossier.

Research agenda metric contractbounded
ResearchNamed measurement familyquestion indicator

Q11 is framed by Residential fixed broadband National HHI and resolves to the canonical fixed-broadband-hhi indicator dossier.

Research agenda metric contractbounded
ResearchNamed measurement familyquestion indicator

Q09 is framed by Residential fixed broadband State median and resolves to the canonical fixed-broadband-hhi indicator dossier.

Research agenda metric contractbounded
ResearchNamed measurement familyquestion indicator

Q07 is framed by Residential fixed broadband Tract median and resolves to the canonical fixed-broadband-hhi indicator dossier.

Research agenda metric contractbounded
ResearchDeclared issue-program membershiptopic issue

Communications infrastructure is explicitly included in the Geographic Competition institutional research contract.

Research topic issue contractbounded
ResearchDeclared issue-program membershiptopic issue

Food systems and buyer power is explicitly included in the Geographic Competition institutional research contract.

Research topic issue contractbounded
ResearchDeclared issue-program membershiptopic issue

Housing access and local power is explicitly included in the Geographic Competition institutional research contract.

Research topic issue contractbounded
ResearchDeclared issue-program membershiptopic issue

Transportation networks is explicitly included in the Geographic Competition institutional research contract.

Research topic issue contractbounded
ResearchDeclared topic membershiptopic publication

AR-CI-2026-04, Geographic concentration screens point in different directions at different scales., carries the exact Geographic Competition publication-theme membership.

Publication theme contractbounded
ResearchDeclared topic membershiptopic publication

AR-CI-2026-05, National fixed-broadband HHI rose while three geographic medians fell., carries the exact Geographic Competition publication-theme membership.

Publication theme contractbounded
ResearchDeclared topic membershiptopic publication

AR-DN-2026-02, Housing Competition Needs Local Ownership Data, carries the exact Geographic Competition publication-theme membership.

Publication theme contractbounded
ResearchDeclared topic membershiptopic publication

AR-RB-2026-03, State Banking Structure, 2015-2025, carries the exact Geographic Competition publication-theme membership.

Publication theme contractbounded

Showing 8 of 21 exact relationships. The complete filtered ledger remains available in CSV.

9 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