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 topologyMeasurement
Current focus61 Educational services18,549 records / 13 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 · 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
- 01PlacesIndicatorsMeasurement layer · open complete contract dossier6,41234.6%
- 02PlacesSourcesMeasurement layer · open complete contract dossier3,37818.2%
- 03PlacesPlacesMeasurement layer · open complete contract dossier3,20417.3%
- 04IndustriesSourcesMeasurement layer · open complete contract dossier1,95410.5%
- 05IndustriesIndustriesMeasurement layer · open complete contract dossier1,84910.0%
- 06IndustriesIndicatorsMeasurement layer · open complete contract dossier1,5768.5%
- 07MarketsProductsMeasurement layer · open complete contract dossier550.3%
- 08IndicatorsSourcesMeasurement layer · open complete contract dossier480.3%
Inspect the remaining 5 family-pair routes73 links · 0.4% of active-layer edges
- 09MarketsIndicatorsMeasurement layer · open complete contract dossier210.1%
- 10MarketsSourcesMeasurement layer · open complete contract dossier200.1%
- 11IndustriesPlacesMeasurement layer · open complete contract dossier17<0.1%
- 12MarketsIndustriesMeasurement layer · open complete contract dossier12<0.1%
- 13SourcesSourcesMeasurement layer · open complete contract dossier3<0.1%
IndustriesEducational servicesMeasurement / 1 hop / 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
61 Educational services
9 connected nodes in this bounded slice- Visible nodes
- 9
- of 9
- Visible edges
- 11
- declared links
- Direct links
- 8
- from focus
- Hidden nodes
- 0
- plot cap only
Markets12Products55Operators20Industries1866Issues6Topics8Questions46Places3270Indicators30Records14Named entities21Publications85Sources45
IndustriesEducational services82.9K firms / 89.6B revenue
- Revenue HHI
- 11
- Status
- published
- Declared links
- 8
- Latest year
- 2022
2022 Economic Census employer-firm concentration screen for NAICS 61.
Open canonical profileNo indicator row is keyed directly to this profile. These analytical contexts are one declared graph hop away.
Direct relationship fingerprint
How 61 Educational services is declared in the Atlas
- Counterparties
- 8
- Unique canonical endpoints
- Encoded links
- 8
- Exact focus edges
- Source custody
- 100%
- 8 source-bearing links
- Profile families
- 3
- Direct counterparty types
Counterparty compositionDirect nodes by profile family
Unique endpoints / active layerSources6 encoded edges
6Industries1 encoded edge
1Places1 encoded edge
1Declared counterpartiesCarry exact endpoints into deeper analysis
8 available1 edge1 source-bearing
1 edge1 source-bearing
1 edge1 source-bearing
1 edge1 source-bearing
1 edge1 source-bearing
Relationship ledger
Every plotted line remains an inspectable record
11 edges survive the current focus, depth, node-type, layer, and semantic-type contract.
MeasurementBusiness formation contextbusiness formation context
NAICS 61 is linked to the Census BFS Educational services industry bucket for descriptive national application and employer-formation context. Counts remain distinct from rates, and projected formations remain distinct from observed businesses.
MeasurementEmployment and earnings contextemployment earnings context
NAICS 61 is linked to the broad national CES Private education and health services supersector for descriptive payroll, hours, and nominal-earnings context. Private education and health services combines distinct industries. Its averages do not define hospital, school, occupation, or commuting-zone labor markets.
MeasurementNAICS parent classificationindustry hierarchy
Educational services (NAICS 611) is classified under Educational services (NAICS 61) in the 2022 NAICS hierarchy.
MeasurementIndustry output contextindustry output context
Exact broad-sector NAICS 61 is linked to BEA line 75, Educational services, for descriptive value-added and real-growth context across the published annual and quarterly panels.
MeasurementEconomic Census sourceindustry source
2022 Economic Census Concentration of Largest Firms supplies the 2022 employer-firm concentration screen for NAICS 61.
MeasurementEconomic Census sourceindustry source
2022 Economic Census Concentration of Largest Firms supplies the 2022 employer-firm concentration screen for NAICS 611.
MeasurementProduction requirements contextinput output context
NAICS 61 contains 1 published BEA summary industry in the domestic requirements matrix (61). Coefficients remain at the 71-industry level; this bridge creates no broad-sector aggregate.
MeasurementLabor dynamics contextlabor dynamics context
NAICS 61 is linked to the broad national JOLTS Education and health services group for descriptive worker-flow context. Education and health services combines distinct industries. Its turnover rates do not define hospital, school, occupation, or commuting-zone labor markets.
MeasurementNational economic contextnational context
Employment and earnings supplies two source-native signals to the United States Competition Profile: Total private payroll employment and Total private average hourly earnings. Private payroll jobs and nominal hourly earnings from the establishment survey, in their published source units.
MeasurementNational economic contextnational context
Labor-market flows supplies two source-native signals to the United States Competition Profile: Total nonfarm job openings rate and Total nonfarm quits rate. Openings and voluntary separations from JOLTS, kept separate from employer-power and local-market inference.
MeasurementNational broad-sector profilenational sector scope
Educational services (NAICS 61) is one of 17 broad-sector profiles in the exact Economic Census and Business Dynamics overlap represented by the United States Competition Profile.
Showing 8 of 11 exact relationships. The complete filtered ledger remains available in 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.