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{
"@context": {
"id": "https://schema.org/identifier",
"uri": "@id",
"type": "@type",
"section": "https://opendataproducts.org/odpv-v1.0/schema/section",
"preferredLabel": "skos:prefLabel",
"definition": "skos:definition",
"alsoKnownAs": "skos:altLabel",
"relatedTerms": "skos:related",
"usedIn": "https://opendataproducts.org/odpv-v1.0/schema/usedIn",
"examples": "skos:example",
"mappings": "skos:mappingRelation",
"exactMatch": "skos:exactMatch",
"closeMatch": "skos:closeMatch",
"broadMatch": "skos:broadMatch",
"narrowMatch": "skos:narrowMatch",
"relatedMatch": "skos:relatedMatch",
"skos": "http://www.w3.org/2004/02/skos/core#",
"dcat": "http://www.w3.org/ns/dcat#",
"dcterms": "http://purl.org/dc/terms/",
"odrl": "http://www.w3.org/ns/odrl/2/",
"prov": "http://www.w3.org/ns/prov#",
"schema": "https://schema.org/"
},
"@id": "https://opendataproducts.org/odpv-v1.0/",
"@type": "skos:ConceptScheme",
"id": "ODPV",
"version": "1.0.0",
"preferredLabel": {
"en": "Open Data Product Vocabulary"
},
"definition": {
"en": "Shared vocabulary for the OpenDataProducts.org standards family."
},
"@graph": [
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/DataProduct",
"@type": "skos:Concept",
"id": "DataProduct",
"section": "core",
"preferredLabel": {
"en": "Data Product"
},
"definition": {
"en": "A managed data offering designed for reuse, with defined ownership, access, quality, usage terms, and value context."
},
"alsoKnownAs": {
"en": [
"data product",
"data offering",
"reusable data asset",
"data product asset"
]
},
"relatedTerms": [
"Dataset",
"DataService",
"Distribution"
],
"usedIn": [
"ODPS",
"ODPC",
"ODPG"
],
"examples": {
"en": [
"Customer Churn Risk Scores is a DataProduct used by retention teams.",
"Use DataProduct for a managed reusable data offering with ownership, access, quality, and usage context."
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/ProductDetails",
"@type": "skos:Concept",
"id": "ProductDetails",
"section": "core",
"preferredLabel": {
"en": "Product Details"
},
"definition": {
"en": "The descriptive metadata block for a data product, including name, product identifier, description, value proposition, visibility, status, and version."
},
"alsoKnownAs": {
"en": [
"details",
"product details",
"product metadata",
"descriptive metadata"
]
},
"relatedTerms": [
"DataProduct",
"ValueProposition",
"GovernanceProfile",
"PortfolioPriority"
],
"usedIn": [
"ODPS"
],
"examples": {
"en": [
"The Details section of an ODPS product contains its name, identifier, value proposition, visibility, status, and version.",
"Use ProductDetails for the descriptive metadata block of a data product."
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/DataProductCatalog",
"@type": "skos:Concept",
"id": "DataProductCatalog",
"section": "core",
"preferredLabel": {
"en": "Data Product Catalog"
},
"definition": {
"en": "A managed collection of data products and related portfolio objects, such as use cases, objectives, KPIs, signals, and references."
},
"alsoKnownAs": {
"en": [
"data catalog",
"Catalog",
"ODPC Catalog",
"product catalog",
"data product portfolio",
"portfolio catalog"
]
},
"relatedTerms": [
"DataProduct",
"DataProductGraph",
"Reference"
],
"usedIn": [
"ODPC",
"ODPG"
],
"examples": {
"en": [
"The enterprise data marketplace is a DataProductCatalog containing reusable data products and related portfolio objects.",
"In ODPC, the root Catalog object maps to the ODPV DataProductCatalog term.",
"Use DataProductCatalog when describing a managed collection of products, use cases, objectives, KPIs, and signals."
]
},
"mappings": {
"closeMatch": [
"dcat:Catalog",
"schema:DataCatalog"
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/DataProductGraph",
"@type": "skos:Concept",
"id": "DataProductGraph",
"section": "core",
"preferredLabel": {
"en": "Data Product Graph"
},
"definition": {
"en": "A graph representation that connects data products, catalogs, use cases, objectives, KPIs, signals, and governance objects through defined relationships."
},
"alsoKnownAs": {
"en": [
"data product graph",
"portfolio graph",
"knowledge graph",
"product relationship graph"
]
},
"relatedTerms": [
"DataProductCatalog",
"Reference",
"Relationship"
],
"usedIn": [
"ODPG"
],
"examples": {
"en": [
"A DataProductGraph connects customer analytics products to use cases, KPIs, owners, and policies.",
"Use DataProductGraph when data product portfolio objects need to be represented as connected nodes and relationships."
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/Dataset",
"@type": "skos:Concept",
"id": "Dataset",
"section": "core",
"preferredLabel": {
"en": "Dataset"
},
"definition": {
"en": "A structured collection of data that may be part of, or exposed through, a data product. Aligns with DCAT where applicable."
},
"alsoKnownAs": {
"en": [
"data set",
"data collection",
"source dataset",
"data resource"
]
},
"relatedTerms": [
"DataProduct",
"Distribution",
"DataService"
],
"usedIn": [
"ODPS",
"ODPC"
],
"examples": {
"en": [
"The monthly customer transactions table is a Dataset used by a Customer Analytics DataProduct.",
"Use Dataset for a structured collection of data, not for the managed product wrapper around it."
]
},
"mappings": {
"exactMatch": [
"dcat:Dataset",
"schema:Dataset"
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/Distribution",
"@type": "skos:Concept",
"id": "Distribution",
"section": "core",
"preferredLabel": {
"en": "Distribution"
},
"definition": {
"en": "A specific accessible form of a dataset, such as a file, API response, export, or downloadable representation. Aligns with DCAT where applicable."
},
"alsoKnownAs": {
"en": [
"data file",
"data download",
"export",
"data representation"
]
},
"relatedTerms": [
"Dataset",
"DataService",
"DataAccess"
],
"usedIn": [
"ODPS"
],
"examples": {
"en": [
"A downloadable CSV export is a Distribution of a Dataset.",
"Use Distribution for a specific accessible representation such as a file, API response, or export."
]
},
"mappings": {
"exactMatch": [
"dcat:Distribution"
],
"closeMatch": [
"schema:DataDownload"
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/DataService",
"@type": "skos:Concept",
"id": "DataService",
"section": "core",
"preferredLabel": {
"en": "Data Service"
},
"definition": {
"en": "A service that provides access to data or data operations, such as an API, query endpoint, or data delivery service. Aligns with DCAT where applicable."
},
"alsoKnownAs": {
"en": [
"data API",
"API",
"data endpoint",
"query service",
"delivery service"
]
},
"relatedTerms": [
"Dataset",
"Distribution",
"DataAccess",
"API"
],
"usedIn": [
"ODPS",
"ODPG"
],
"examples": {
"en": [
"A REST API that returns fraud risk scores is a DataService.",
"In ODPG graphs, an API node maps to the ODPV DataService term.",
"Use DataService for an API, query endpoint, or delivery service that provides access to data."
]
},
"mappings": {
"exactMatch": [
"dcat:DataService"
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/Agent",
"@type": "skos:Concept",
"id": "Agent",
"section": "core",
"preferredLabel": {
"en": "Agent"
},
"definition": {
"en": "An AI agent, automation actor, or software system that can use data products, services, workflows, or graph context to perform a task."
},
"alsoKnownAs": {
"en": [
"AI agent",
"automation actor",
"autonomous agent",
"software agent"
]
},
"relatedTerms": [
"Consumer",
"Workflow",
"DataService"
],
"usedIn": [
"ODPG"
],
"examples": {
"en": [
"A maintenance recommendation agent uses an aviation risk score API to support operational decisions.",
"Use Agent for an AI or automation actor represented in a graph or workflow."
]
},
"mappings": {
"closeMatch": [
"prov:Agent"
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/Workflow",
"@type": "skos:Concept",
"id": "Workflow",
"section": "core",
"preferredLabel": {
"en": "Workflow"
},
"definition": {
"en": "A business, operational, analytical, or technical process that coordinates activities, systems, agents, data products, or services."
},
"alsoKnownAs": {
"en": [
"process",
"business workflow",
"technical workflow",
"orchestration flow"
]
},
"relatedTerms": [
"UseCase",
"Agent",
"Capability"
],
"usedIn": [
"ODPG"
],
"examples": {
"en": [
"A fraud investigation workflow uses transaction event data and risk scoring services.",
"Use Workflow for a process or orchestration flow represented as a graph node."
]
},
"mappings": {
"closeMatch": [
"prov:Activity"
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/Capability",
"@type": "skos:Concept",
"id": "Capability",
"section": "core",
"preferredLabel": {
"en": "Capability"
},
"definition": {
"en": "A reusable business, organizational, analytical, operational, or technical ability that can be supported by data products, workflows, agents, or services."
},
"alsoKnownAs": {
"en": [
"business capability",
"technical capability",
"organizational capability",
"reusable capability"
]
},
"relatedTerms": [
"Domain",
"Workflow",
"StrategicOpportunity"
],
"usedIn": [
"ODPG"
],
"examples": {
"en": [
"Predictive maintenance is a Capability supported by aircraft telemetry data products and monitoring workflows.",
"Use Capability for a reusable business or technical ability that can be connected to products, workflows, and objectives."
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/Provider",
"@type": "skos:Concept",
"id": "Provider",
"section": "core",
"preferredLabel": {
"en": "Provider"
},
"definition": {
"en": "A person, team, organization, or system that provides or publishes a data product, dataset, distribution, or data service."
},
"alsoKnownAs": {
"en": [
"publisher",
"supplier",
"source provider",
"data provider"
]
},
"relatedTerms": [
"Owner",
"Steward",
"Consumer"
],
"usedIn": [
"ODPS",
"ODPC",
"ODPG"
],
"examples": {
"en": [
"The Payments Data Platform team is the Provider of the Transaction Events DataProduct.",
"Use Provider for the team, organization, system, or person that publishes or supplies a data asset."
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/DataHolder",
"@type": "skos:Concept",
"id": "DataHolder",
"section": "core",
"preferredLabel": {
"en": "Data Holder"
},
"definition": {
"en": "A legal entity or accountable organization that holds, controls, or is responsible for a data product or the data it contains."
},
"alsoKnownAs": {
"en": [
"dataHolder",
"data holder",
"holding organization",
"accountable legal entity"
]
},
"relatedTerms": [
"Provider",
"Owner",
"Steward",
"DataAgreement"
],
"usedIn": [
"ODPS"
],
"examples": {
"en": [
"Acme Bank Ltd is the DataHolder for a regulated payments data product.",
"Use DataHolder for the legal entity or accountable organization that holds or controls the data."
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/Consumer",
"@type": "skos:Concept",
"id": "Consumer",
"section": "core",
"preferredLabel": {
"en": "Consumer"
},
"definition": {
"en": "A person, team, organization, system, or agent that uses or consumes a data product, dataset, distribution, or data service."
},
"alsoKnownAs": {
"en": [
"user",
"data user",
"customer",
"recipient",
"consuming agent"
]
},
"relatedTerms": [
"Provider",
"DataProduct",
"DataAccess"
],
"usedIn": [
"ODPS",
"ODPC",
"ODPG"
],
"examples": {
"en": [
"The Retention Analytics team is a Consumer of the Customer Churn DataProduct.",
"Use Consumer for a person, team, system, or agent that uses or receives data."
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/Owner",
"@type": "skos:Concept",
"id": "Owner",
"section": "core",
"preferredLabel": {
"en": "Owner"
},
"definition": {
"en": "A person, team, or organization accountable for a data product, catalog, dataset, service, or related object."
},
"alsoKnownAs": {
"en": [
"accountable owner",
"product owner",
"business owner",
"asset owner"
]
},
"relatedTerms": [
"Provider",
"Steward",
"Governance"
],
"usedIn": [
"ODPS",
"ODPC"
],
"examples": {
"en": [
"The Head of Customer Analytics is the Owner accountable for the Churn Scores DataProduct.",
"Use Owner for accountability, not day-to-day operational stewardship."
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/Steward",
"@type": "skos:Concept",
"id": "Steward",
"section": "core",
"preferredLabel": {
"en": "Steward"
},
"definition": {
"en": "A person, team, or organization responsible for the operational management, quality, metadata, and lifecycle of a data product or related object."
},
"alsoKnownAs": {
"en": [
"data steward",
"product steward",
"metadata steward",
"quality steward"
]
},
"relatedTerms": [
"Owner",
"Provider",
"DataQuality"
],
"usedIn": [
"ODPS",
"ODPC"
],
"examples": {
"en": [
"A data steward maintains metadata and quality checks for the Customer Profile DataProduct.",
"Use Steward for operational responsibility over metadata, quality, lifecycle, or product health."
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/Domain",
"@type": "skos:Concept",
"id": "Domain",
"section": "core",
"preferredLabel": {
"en": "Domain"
},
"definition": {
"en": "A business, organizational, subject, or functional area used to group data products and related objects."
},
"alsoKnownAs": {
"en": [
"business domain",
"data domain",
"subject area",
"functional area"
]
},
"relatedTerms": [
"DataProductCatalog",
"Category",
"Theme"
],
"usedIn": [
"ODPS",
"ODPC",
"ODPG"
],
"examples": {
"en": [
"Mobility is a Domain used to group traffic, routing, and transit data products.",
"Use Domain for a business, organizational, subject, or functional grouping."
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/Identifier",
"@type": "skos:Concept",
"id": "Identifier",
"section": "core",
"preferredLabel": {
"en": "Identifier"
},
"definition": {
"en": "A stable value used to uniquely identify a vocabulary term, specification object, product, catalog item, or graph node."
},
"alsoKnownAs": {
"en": [
"id",
"unique id",
"persistent id",
"node id"
]
},
"relatedTerms": [
"Reference",
"URI",
"DataProduct"
],
"usedIn": [
"ODPS",
"ODPC",
"ODPG"
],
"examples": {
"en": [
"customer-churn-risk-score is an Identifier for a catalog item.",
"Use Identifier for stable ids used by terms, products, catalog items, or graph nodes."
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/Reference",
"@type": "skos:Concept",
"id": "Reference",
"section": "core",
"preferredLabel": {
"en": "Reference"
},
"definition": {
"en": "A link or pointer to another object, specification file, external vocabulary term, system record, or graph node."
},
"alsoKnownAs": {
"en": [
"link",
"pointer",
"external reference",
"object reference",
"GraphReference",
"ProductReference",
"ProductModel",
"graph reference",
"product reference",
"product model reference"
]
},
"relatedTerms": [
"Identifier",
"$ref",
"URI",
"DataProduct",
"DataProductGraph"
],
"usedIn": [
"ODPS",
"ODPC",
"ODPG"
],
"examples": {
"en": [
"A catalog entry may include a Reference to an external schema registry record.",
"In ODPC, GraphReference, ProductReference, and ProductModel objects map to the ODPV Reference term.",
"Use Reference for a link or pointer to another object, file, vocabulary term, or system record."
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/UseCase",
"@type": "skos:Concept",
"id": "UseCase",
"section": "value",
"preferredLabel": {
"en": "Use Case"
},
"definition": {
"en": "A practical business, operational, analytical, or technical scenario where one or more data products are used to create value."
},
"alsoKnownAs": {
"en": [
"use case",
"scenario",
"business scenario",
"application case"
]
},
"relatedTerms": [
"DataProduct",
"BusinessObjective",
"DataNeed",
"Outcome"
],
"usedIn": [
"ODPC",
"ODPG"
],
"examples": {
"en": [
"Fraud detection is a UseCase supported by transaction monitoring data products.",
"Use UseCase for the practical scenario where data is used to create business, operational, analytical, or technical value."
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/BusinessObjective",
"@type": "skos:Concept",
"id": "BusinessObjective",
"section": "value",
"preferredLabel": {
"en": "Business Objective"
},
"definition": {
"en": "A business goal or intended outcome that data products, use cases, or portfolio actions support."
},
"alsoKnownAs": {
"en": [
"objective",
"business goal",
"strategic goal",
"target outcome"
]
},
"relatedTerms": [
"Outcome",
"KPI",
"Impact",
"UseCase"
],
"usedIn": [
"ODPC",
"ODPG"
],
"examples": {
"en": [
"Reduce customer churn by 10 percent is a BusinessObjective supported by retention analytics products.",
"Use BusinessObjective for the goal or target outcome that data products and use cases help advance."
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/KPI",
"@type": "skos:Concept",
"id": "KPI",
"section": "value",
"preferredLabel": {
"en": "KPI"
},
"definition": {
"en": "A measurable indicator used to track progress toward a business objective, outcome, or portfolio goal."
},
"alsoKnownAs": {
"en": [
"key performance indicator",
"metric",
"performance measure",
"success measure"
]
},
"relatedTerms": [
"BusinessObjective",
"Outcome",
"Impact"
],
"usedIn": [
"ODPC",
"ODPG"
],
"examples": {
"en": [
"Monthly churn rate is a KPI used to measure progress toward a retention objective.",
"Use KPI for a measurable indicator connected to an objective, outcome, or impact."
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/Impact",
"@type": "skos:Concept",
"id": "Impact",
"section": "value",
"preferredLabel": {
"en": "Impact"
},
"definition": {
"en": "The expected or observed effect created by a data product, use case, signal, or portfolio decision."
},
"alsoKnownAs": {
"en": [
"effect",
"value impact",
"business impact",
"observed effect"
]
},
"relatedTerms": [
"Outcome",
"Benefit",
"KPI",
"ValueProposition"
],
"usedIn": [
"ODPC",
"ODPG"
],
"examples": {
"en": [
"Reduced manual reconciliation effort is an Impact of the Finance DataProduct.",
"Use Impact for the expected or observed effect of a data product, signal, use case, or portfolio decision."
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/Signal",
"@type": "skos:Concept",
"id": "Signal",
"section": "value",
"preferredLabel": {
"en": "Signal"
},
"definition": {
"en": "An observed demand, trend, risk, gap, usage pattern, policy change, market change, or operational event that may require action."
},
"alsoKnownAs": {
"en": [
"market signal",
"demand signal",
"trigger",
"observation"
]
},
"relatedTerms": [
"Demand",
"Risk",
"Gap",
"Opportunity"
],
"usedIn": [
"ODPC",
"ODPG"
],
"examples": {
"en": [
"A sudden rise in failed deliveries is a Signal that may indicate an operational data gap.",
"Use Signal for observed demand, trend, risk, usage pattern, market change, policy change, or event requiring attention."
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/Gap",
"@type": "skos:Concept",
"id": "Gap",
"section": "value",
"preferredLabel": {
"en": "Gap"
},
"definition": {
"en": "A missing data product, dataset, capability, quality level, access method, relationship, or portfolio coverage area."
},
"alsoKnownAs": {
"en": [
"missing capability",
"coverage gap",
"data gap",
"portfolio gap"
]
},
"relatedTerms": [
"DataNeed",
"Opportunity",
"Signal",
"Priority"
],
"usedIn": [
"ODPC",
"ODPG"
],
"examples": {
"en": [
"Missing product-level carbon emissions data is a Gap for sustainability reporting use cases.",
"Use Gap for missing data, capability, quality, access, relationship, or portfolio coverage."
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/Priority",
"@type": "skos:Concept",
"id": "Priority",
"section": "value",
"preferredLabel": {
"en": "Priority"
},
"definition": {
"en": "A ranking or importance level used to guide portfolio planning, product development, investment, or remediation."
},
"alsoKnownAs": {
"en": [
"importance level",
"ranking",
"urgency",
"priority level"
]
},
"relatedTerms": [
"PortfolioPriority",
"Signal",
"Gap",
"Risk"
],
"usedIn": [
"ODPC",
"ODPG"
],
"examples": {
"en": [
"Critical is a Priority assigned to a gap blocking regulatory reporting.",
"Use Priority for ranking importance or urgency in planning, remediation, or investment decisions."
]
}
},
{
"@id": "https://opendataproducts.org/odpv-v1.0/terms/Outcome",
"@type": "skos:Concept",
"id": "Outcome",
"section": "value",
"preferredLabel": {
"en": "Outcome"
},
"definition": {
"en": "A desired or achieved result connected to a business objective, use case, KPI, or impact statement."
},
"alsoKnownAs": {
"en": [
"result",
"target result",
"achieved result",
"intended outcome"
]
},
"relatedTerms": [
"BusinessObjective",
"KPI",
"Impact",
"Benefit"
],
"usedIn": [
"ODPC",
"ODPG"
],
"examples": {
"en": [