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schema: https://opendataproducts.org/odpv-v1.0/schema/odpv.schema.json
version: 1.0.0
id: ODPV
name:
en: Open Data Product Vocabulary
description:
en: Shared vocabulary for the OpenDataProducts.org standards family.
license:
name: Apache 2.0
url: https://www.apache.org/licenses/LICENSE-2.0
publisher:
name: Open Data Product Initiative
umbrella: Linux Foundation
url: https://opendataproducts.org
sections:
- id: core
name:
en: ODPV Core
description:
en: Foundational terms used across the Open Data Products specification family.
terms:
- id: DataProduct
uri: https://opendataproducts.org/odpv-v1.0/terms/DataProduct
type: object
status: stable
introducedIn: 1.0.0
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: ProductDetails
uri: https://opendataproducts.org/odpv-v1.0/terms/ProductDetails
type: object
status: stable
introducedIn: 1.0.0
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: DataProductCatalog
uri: https://opendataproducts.org/odpv-v1.0/terms/DataProductCatalog
type: object
status: stable
introducedIn: 1.0.0
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
mappings:
closeMatch:
- dcat:Catalog
- schema:DataCatalog
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.
- id: DataProductGraph
uri: https://opendataproducts.org/odpv-v1.0/terms/DataProductGraph
type: object
status: stable
introducedIn: 1.0.0
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: Dataset
uri: https://opendataproducts.org/odpv-v1.0/terms/Dataset
type: object
status: stable
introducedIn: 1.0.0
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
mappings:
exactMatch:
- dcat:Dataset
- schema:Dataset
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.
- id: Distribution
uri: https://opendataproducts.org/odpv-v1.0/terms/Distribution
type: object
status: stable
introducedIn: 1.0.0
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
mappings:
exactMatch:
- dcat:Distribution
closeMatch:
- schema:DataDownload
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.
- id: DataService
uri: https://opendataproducts.org/odpv-v1.0/terms/DataService
type: object
status: stable
introducedIn: 1.0.0
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
mappings:
exactMatch:
- dcat:DataService
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.
- id: Agent
uri: https://opendataproducts.org/odpv-v1.0/terms/Agent
type: role
status: stable
introducedIn: 1.0.0
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
mappings:
closeMatch:
- prov:Agent
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.
- id: Workflow
uri: https://opendataproducts.org/odpv-v1.0/terms/Workflow
type: object
status: stable
introducedIn: 1.0.0
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
mappings:
closeMatch:
- prov:Activity
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.
- id: Capability
uri: https://opendataproducts.org/odpv-v1.0/terms/Capability
type: object
status: stable
introducedIn: 1.0.0
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: Provider
uri: https://opendataproducts.org/odpv-v1.0/terms/Provider
type: role
status: stable
introducedIn: 1.0.0
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: DataHolder
uri: https://opendataproducts.org/odpv-v1.0/terms/DataHolder
type: role
status: stable
introducedIn: 1.0.0
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: Consumer
uri: https://opendataproducts.org/odpv-v1.0/terms/Consumer
type: role
status: stable
introducedIn: 1.0.0
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: Owner
uri: https://opendataproducts.org/odpv-v1.0/terms/Owner
type: role
status: stable
introducedIn: 1.0.0
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: Steward
uri: https://opendataproducts.org/odpv-v1.0/terms/Steward
type: role
status: stable
introducedIn: 1.0.0
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: Domain
uri: https://opendataproducts.org/odpv-v1.0/terms/Domain
type: classification
status: stable
introducedIn: 1.0.0
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: Identifier
uri: https://opendataproducts.org/odpv-v1.0/terms/Identifier
type: reference
status: stable
introducedIn: 1.0.0
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: Reference
uri: https://opendataproducts.org/odpv-v1.0/terms/Reference
type: reference
status: stable
introducedIn: 1.0.0
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: value
name:
en: ODPV Value
description:
en: Terms used to describe why data products matter, where they create value, and how that value connects to business outcomes.
terms:
- id: UseCase
uri: https://opendataproducts.org/odpv-v1.0/terms/UseCase
type: object
status: stable
introducedIn: 1.0.0
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: BusinessObjective
uri: https://opendataproducts.org/odpv-v1.0/terms/BusinessObjective
type: object
status: stable
introducedIn: 1.0.0
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: KPI
uri: https://opendataproducts.org/odpv-v1.0/terms/KPI
type: object
status: stable
introducedIn: 1.0.0
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: Impact
uri: https://opendataproducts.org/odpv-v1.0/terms/Impact
type: object
status: stable
introducedIn: 1.0.0
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: Signal
uri: https://opendataproducts.org/odpv-v1.0/terms/Signal
type: object
status: stable
introducedIn: 1.0.0
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: Gap
uri: https://opendataproducts.org/odpv-v1.0/terms/Gap
type: object
status: stable
introducedIn: 1.0.0
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: Priority
uri: https://opendataproducts.org/odpv-v1.0/terms/Priority
type: classification
status: stable
introducedIn: 1.0.0
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: Outcome
uri: https://opendataproducts.org/odpv-v1.0/terms/Outcome
type: object
status: stable
introducedIn: 1.0.0
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:
- Faster fraud investigation is an Outcome of improved transaction event data.
- Use Outcome for a desired or achieved result connected to objectives, use cases, KPIs, or impact.
- id: DataNeed
uri: https://opendataproducts.org/odpv-v1.0/terms/DataNeed
type: object
status: stable
introducedIn: 1.0.0
preferredLabel:
en: Data Need
definition:
en: A required data input, data product, dataset, attribute, capability, or access pattern needed to support a use case or objective.
alsoKnownAs:
en:
- data requirement
- data demand
- required data
- information need
relatedTerms:
- UseCase
- Gap
- Demand
- DataProduct
usedIn:
- ODPC
- ODPG
examples:
en:
- Daily merchant risk scores are a DataNeed for the fraud monitoring use case.
- Use DataNeed for required data inputs, products, attributes, capabilities, or access patterns.
- id: Benefit
uri: https://opendataproducts.org/odpv-v1.0/terms/Benefit
type: object
status: stable
introducedIn: 1.0.0
preferredLabel:
en: Benefit
definition:
en: A positive business, operational, financial, social, or technical value expected from a data product, use case, or portfolio action.
alsoKnownAs:
en:
- value
- expected benefit
- positive impact
- business benefit
relatedTerms:
- Impact
- Outcome
- ValueProposition
usedIn:
- ODPC
examples:
en:
- Reduced reporting effort is a Benefit expected from a governed finance metrics product.
- Use Benefit for a positive business, operational, financial, social, or technical value.
- id: Demand
uri: https://opendataproducts.org/odpv-v1.0/terms/Demand
type: object
status: stable
introducedIn: 1.0.0
preferredLabel:
en: Demand
definition:
en: Evidence of need or interest from consumers, stakeholders, systems, markets, policies, or operational processes.
alsoKnownAs:
en:
- need
- interest
- request
- demand signal
relatedTerms:
- Signal
- DataNeed
- Opportunity
- UseCase
usedIn:
- ODPC
- ODPG
examples:
en:
- Repeated requests for near-real-time inventory data are Demand for a new data product.
- Use Demand for evidence of need or interest from consumers, stakeholders, systems, markets, or operations.
- id: Opportunity
uri: https://opendataproducts.org/odpv-v1.0/terms/Opportunity
type: object
status: stable
introducedIn: 1.0.0
preferredLabel:
en: Opportunity
definition:
en: A possible area for value creation, reuse, innovation, service improvement, monetization, or better decision-making.
alsoKnownAs:
en:
- value opportunity
- improvement area
- innovation opportunity
- reuse opportunity
relatedTerms:
- Signal
- Gap
- Benefit
- Impact
usedIn:
- ODPC
- ODPG
examples:
en:
- Combining mobility and weather data is an Opportunity for better route optimization.
- Use Opportunity for a possible area of reuse, innovation, service improvement, monetization, or better decisions.
- id: StrategicOpportunity
uri: https://opendataproducts.org/odpv-v1.0/terms/StrategicOpportunity
type: object
status: stable
introducedIn: 1.0.0
preferredLabel:
en: Strategic Opportunity
definition:
en: An inferred or declared opportunity with strategic relevance, such as a portfolio improvement, optimization, unmet need, or emerging value area.
alsoKnownAs:
en:
- strategic opportunity
- portfolio opportunity
- strategic value opportunity
- emerging opportunity
relatedTerms:
- Opportunity
- BusinessObjective
- Capability
- Gap
usedIn:
- ODPG
examples:
en:
- Reducing unscheduled aircraft maintenance is a StrategicOpportunity identified from reliability signals and operational gaps.
- Use StrategicOpportunity when an opportunity has portfolio, strategic, or business-objective relevance.
- id: ProductStrategy
uri: https://opendataproducts.org/odpv-v1.0/terms/ProductStrategy
type: object
status: stable
introducedIn: 1.0.0
preferredLabel:
en: Product Strategy
definition:
en: The strategic plan or context for a data product, including objectives, alignment, dates, status, and KPIs used to describe intended value.
alsoKnownAs:
en:
- productStrategy
- product strategy
- product strategic plan
- strategic product context
relatedTerms:
- BusinessObjective
- KPI
- StrategicOpportunity
- PortfolioPriority
usedIn:
- ODPS
examples:
en:
- A ProductStrategy links a customer intelligence data product to growth objectives and retention KPIs.
- Use ProductStrategy for product-level objectives, alignment, timing, status, and strategic KPIs.
- id: Risk
uri: https://opendataproducts.org/odpv-v1.0/terms/Risk
type: object
status: stable
introducedIn: 1.0.0
preferredLabel:
en: Risk
definition:
en: A possible negative event, weakness, exposure, or uncertainty that may affect data product value, trust, access, compliance, or operation.
alsoKnownAs:
en:
- issue
- exposure
- threat
- concern
relatedTerms:
- Signal
- Priority
- Gap
- Governance
usedIn:
- ODPC
- ODPG
examples:
en:
- Unclear licensing for customer demographic data is a Risk for external sharing.
- Use Risk for a possible negative event, exposure, weakness, or uncertainty affecting value, trust, access, compliance, or operation.
- id: ValueProposition
uri: https://opendataproducts.org/odpv-v1.0/terms/ValueProposition
type: object
status: stable
introducedIn: 1.0.0
preferredLabel:
en: Value Proposition
definition:
en: A short explanation of why a data product, use case, or portfolio item matters and what value it is expected to create.
alsoKnownAs:
en:
- value statement
- value case
- product value
- business value statement
relatedTerms:
- Benefit
- Impact
- Outcome
- UseCase
usedIn:
- ODPS
- ODPC
examples:
en:
- This product reduces onboarding time for analysts by providing governed customer features is a ValueProposition.
- Use ValueProposition for a short explanation of why a product, use case, or portfolio item matters.
- id: PortfolioPriority
uri: https://opendataproducts.org/odpv-v1.0/terms/PortfolioPriority