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 graph Rank profiles Compare profiles

More atlas tools4 exact routes

Live family topologyAll declared links

Current focusHousing Competition Nee...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 standard

Graph 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

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

Inspect the remaining 19 family-pair routes537 links · 2.8% of active-layer edges

Graph query

Build a declared relationship neighborhood

Find a nodeRelationship layerSemantic contractNeighbor type

Network depth

PublicationsHousing Competition Needs Local Ownership DataAll declared links / 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

Housing Competition Nee...

33 connected nodes in this bounded slice

Visible nodes: 33; of 33
Visible edges: 38; declared links
Direct links: 7; from focus
Hidden nodes: 0; plot cap only

Direct neighborhood7

PublicationsHousing Competition Needs Local Ownership Data1 linked market

Evidence sources: 4
Status: published
Declared links: 7
Latest year: 2026

An open brief explaining why housing affordability and supply stress require local competition data before HHI can be responsibly reported.

Open canonical profile

Analysis handoff0

No direct measure declaredSelect a measured market, detailed industry, state, indicator, or source from the relationship graph to open exact analytical rows.

Direct relationships7

Direct relationship fingerprint

How Housing Competition Nee... is declared in the Atlas

All declared links / direct focus links / no composite score

Counterparties: 7; Unique canonical endpoints
Encoded links: 7; Exact focus edges
Source custody: 57.1%; 4 source-bearing links
Profile families: 3; Direct counterparty types

Counterparty compositionDirect nodes by profile family

Unique endpoints / active layer

Sources4 encoded edges

Topics2 encoded edges

Markets1 encoded edge

Declared counterpartiesCarry exact endpoints into deeper analysis

7 available

1 edge1 source-bearing

1 edge0 source-bearing

Relationship ledger

Every plotted line remains an inspectable record

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

EnforcementRelated policy contextpolicy scope

Adds a conduct case to the rental housing evidence route without implying a national rental-market HHI; relevant competitive effects remain local and fact specific.

EnforcementRelated policy contextpolicy scope

Records the proposed remedy path. Any effect on local rents or market structure requires later outcome evidence and should not be inferred from the filing alone.

MeasurementConsumer price contextconsumer price context

Rent of primary residence is attached to Rental housing as a broad BLS consumer-price context series. Broad rent paid by tenants is attached as consumer-price context for the housing dossier; it is not a rent-setting market definition or a measure of housing supply, landlord concentration, or market power.

MeasurementDeclared Census screenindustry screen

U.S. rental housing access uses NAICS 531110 as declared economy-wide context while preserving a separate product and geographic definition.

MeasurementSource-labeled participantmarket participation

Institutional investors in Jacksonville SFR appears in the Rental housing source row for 2026 at 22%.

MeasurementSource-labeled participantmarket participation

Institutional investors in Seattle SFR appears in the Rental housing source row for 2026 at 4%.

MeasurementMarket evidence custodymarket source

Institutional Investor Ownership of Single-Family Rental Homes supports the profile's participant row.

MeasurementMarket evidence custodymarket source

America's Rental Housing 2026 supports the profile's definition, observation.

ResearchIssue program membershipissue scope

U.S. rental housing access is an explicitly curated member of the Housing access and local power research program while retaining its own product boundary, geography, denominator, and comparison contract.

ResearchCovered market profilereport market

Housing Competition Needs Local Ownership Data explicitly lists U.S. rental housing access in its related-market scope.

ResearchCovered market profilereport market

The U.S. Competition Landscape explicitly lists U.S. rental housing access in its related-market scope.

ResearchDeclared publication sourcereport source

Housing Supply: Still Undersupplied by Millions of Units appears in the report's encoded source basis.

Showing 8 of 38 exact relationships. The complete filtered ledger remains available in CSV.

26 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 CubeStart from the documented indicator registry VizBuilderBuild a source-backed public figure JSON graph/api/public/atlas?focus=report%3Arep-housing-data-gap CSV edge ledgerComplete exact relationship slice