vocabulary: ODPV

section: core

sectionName: ODPV Core

type: object

status: stable

en: Data Product

en: A managed data offering designed for reuse, with defined ownership, access, quality, usage terms, and value context.

en:
data product
data offering
reusable data asset
data product asset

relatedTerms: Dataset DataService Distribution

usedIn: ODPS ODPC ODPG

en: Customer Churn Risk Scores is a DataProduct used by retention teams.

en: Use DataProduct for a managed reusable data offering with ownership, access, quality, and usage context.


en: Data Product Catalog

en: A managed collection of data products and related portfolio objects, such as use cases, objectives, KPIs, signals, and references.

en:
data catalog
product catalog
data product portfolio
portfolio catalog

relatedTerms: DataProduct DataProductGraph Reference

usedIn: ODPC ODPG

en: The enterprise data marketplace is a DataProductCatalog containing reusable data products and related portfolio objects.

en: Use DataProductCatalog when describing a managed collection of products, use cases, objectives, KPIs, and signals.


en: Data Product Graph

en: A graph representation that connects data products, catalogs, use cases, objectives, KPIs, signals, and governance objects through defined relationships.

en:
data product graph
portfolio graph
knowledge graph
product relationship graph

en: A DataProductGraph connects customer analytics products to use cases, KPIs, owners, and policies.

en: Use DataProductGraph when data product portfolio objects need to be represented as connected nodes and relationships.


en: Dataset

en: A structured collection of data that may be part of, or exposed through, a data product. Aligns with DCAT where applicable.

en:
data set
data collection
source dataset
data resource

relatedTerms: DataProduct Distribution DataService

usedIn: ODPS ODPC

en: The monthly customer transactions table is a Dataset used by a Customer Analytics DataProduct.

en: Use Dataset for a structured collection of data, not for the managed product wrapper around it.


en: Distribution

en: A specific accessible form of a dataset, such as a file, API response, export, or downloadable representation. Aligns with DCAT where applicable.

en:
data file
data download
export
data representation

relatedTerms: Dataset DataService DataAccess

en: A downloadable CSV export is a Distribution of a Dataset.

en: Use Distribution for a specific accessible representation such as a file, API response, or export.


en: Data Service

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.

en:
data API
data endpoint
query service
delivery service

relatedTerms: Dataset Distribution DataAccess

en: A REST API that returns fraud risk scores is a DataService.

en: Use DataService for an API, query endpoint, or delivery service that provides access to data.


type: role

en: Provider

en: A person, team, organization, or system that provides or publishes a data product, dataset, distribution, or data service.

en:
publisher
supplier
source provider
data provider

relatedTerms: Owner Steward Consumer

en: The Payments Data Platform team is the Provider of the Transaction Events DataProduct.

en: Use Provider for the team, organization, system, or person that publishes or supplies a data asset.


en: Consumer

en: A person, team, organization, system, or agent that uses or consumes a data product, dataset, distribution, or data service.

en:
user
data user
customer
recipient
consuming agent

relatedTerms: Provider DataProduct DataAccess

en: The Retention Analytics team is a Consumer of the Customer Churn DataProduct.

en: Use Consumer for a person, team, system, or agent that uses or receives data.


en: Owner

en: A person, team, or organization accountable for a data product, catalog, dataset, service, or related object.

en:
accountable owner
product owner
business owner
asset owner

relatedTerms: Provider Steward Governance

en: The Head of Customer Analytics is the Owner accountable for the Churn Scores DataProduct.

en: Use Owner for accountability, not day-to-day operational stewardship.


en: Steward

en: A person, team, or organization responsible for the operational management, quality, metadata, and lifecycle of a data product or related object.

en:
data steward
product steward
metadata steward
quality steward

relatedTerms: Owner Provider DataQuality

en: A data steward maintains metadata and quality checks for the Customer Profile DataProduct.

en: Use Steward for operational responsibility over metadata, quality, lifecycle, or product health.


type: classification

en: Domain

en: A business, organizational, subject, or functional area used to group data products and related objects.

en:
business domain
data domain
subject area
functional area

relatedTerms: DataProductCatalog Category Theme

en: Mobility is a Domain used to group traffic, routing, and transit data products.

en: Use Domain for a business, organizational, subject, or functional grouping.


type: reference

en: Identifier

en: A stable value used to uniquely identify a vocabulary term, specification object, product, catalog item, or graph node.

en:
id
unique id
persistent id
node id

relatedTerms: Reference URI DataProduct

en: customer-churn-risk-score is an Identifier for a catalog item.

en: Use Identifier for stable ids used by terms, products, catalog items, or graph nodes.


en: Reference

en: A link or pointer to another object, specification file, external vocabulary term, system record, or graph node.

en:
link
pointer
external reference
object reference

relatedTerms: Identifier $ref URI

en: A catalog entry may include a Reference to an external schema registry record.

en: Use Reference for a link or pointer to another object, file, vocabulary term, or system record.


section: value

sectionName: ODPV Value

en: Use Case

en: A practical business, operational, analytical, or technical scenario where one or more data products are used to create value.

en:
use case
scenario
business scenario
application case

relatedTerms: DataProduct BusinessObjective DataNeed Outcome

en: Fraud detection is a UseCase supported by transaction monitoring data products.

en: Use UseCase for the practical scenario where data is used to create business, operational, analytical, or technical value.


en: Business Objective

en: A business goal or intended outcome that data products, use cases, or portfolio actions support.

en:
objective
business goal
strategic goal
target outcome

relatedTerms: Outcome KPI Impact UseCase

en: Reduce customer churn by 10 percent is a BusinessObjective supported by retention analytics products.

en: Use BusinessObjective for the goal or target outcome that data products and use cases help advance.


en: KPI

en: A measurable indicator used to track progress toward a business objective, outcome, or portfolio goal.

en:
key performance indicator
metric
performance measure
success measure

relatedTerms: BusinessObjective Outcome Impact

en: Monthly churn rate is a KPI used to measure progress toward a retention objective.

en: Use KPI for a measurable indicator connected to an objective, outcome, or impact.


en: Impact

en: The expected or observed effect created by a data product, use case, signal, or portfolio decision.

en:
effect
value impact
business impact
observed effect

relatedTerms: Outcome Benefit KPI ValueProposition

en: Reduced manual reconciliation effort is an Impact of the Finance DataProduct.

en: Use Impact for the expected or observed effect of a data product, signal, use case, or portfolio decision.


en: Signal

en: An observed demand, trend, risk, gap, usage pattern, policy change, market change, or operational event that may require action.

en:
market signal
demand signal
trigger
observation

relatedTerms: Demand Risk Gap Opportunity

en: A sudden rise in failed deliveries is a Signal that may indicate an operational data gap.

en: Use Signal for observed demand, trend, risk, usage pattern, market change, policy change, or event requiring attention.


en: Gap

en: A missing data product, dataset, capability, quality level, access method, relationship, or portfolio coverage area.

en:
missing capability
coverage gap
data gap
portfolio gap

relatedTerms: DataNeed Opportunity Signal Priority

en: Missing product-level carbon emissions data is a Gap for sustainability reporting use cases.

en: Use Gap for missing data, capability, quality, access, relationship, or portfolio coverage.


en: Priority

en: A ranking or importance level used to guide portfolio planning, product development, investment, or remediation.

en:
importance level
ranking
urgency
priority level

relatedTerms: PortfolioPriority Signal Gap Risk

en: Critical is a Priority assigned to a gap blocking regulatory reporting.

en: Use Priority for ranking importance or urgency in planning, remediation, or investment decisions.


en: Outcome

en: A desired or achieved result connected to a business objective, use case, KPI, or impact statement.

en:
result
target result
achieved result
intended outcome

relatedTerms: BusinessObjective KPI Impact Benefit

en: Faster fraud investigation is an Outcome of improved transaction event data.

en: Use Outcome for a desired or achieved result connected to objectives, use cases, KPIs, or impact.


en: Data Need

en: A required data input, data product, dataset, attribute, capability, or access pattern needed to support a use case or objective.

en:
data requirement
data demand
required data
information need

relatedTerms: UseCase Gap Demand DataProduct

en: Daily merchant risk scores are a DataNeed for the fraud monitoring use case.

en: Use DataNeed for required data inputs, products, attributes, capabilities, or access patterns.


en: Benefit

en: A positive business, operational, financial, social, or technical value expected from a data product, use case, or portfolio action.

en:
value
expected benefit
positive impact
business benefit

relatedTerms: Impact Outcome ValueProposition

en: Reduced reporting effort is a Benefit expected from a governed finance metrics product.

en: Use Benefit for a positive business, operational, financial, social, or technical value.


en: Demand

en: Evidence of need or interest from consumers, stakeholders, systems, markets, policies, or operational processes.

en:
need
interest
request
demand signal

relatedTerms: Signal DataNeed Opportunity UseCase

en: Repeated requests for near-real-time inventory data are Demand for a new data product.

en: Use Demand for evidence of need or interest from consumers, stakeholders, systems, markets, or operations.


en: Opportunity

en: A possible area for value creation, reuse, innovation, service improvement, monetization, or better decision-making.

en:
value opportunity
improvement area
innovation opportunity
reuse opportunity

relatedTerms: Signal Gap Benefit Impact

en: Combining mobility and weather data is an Opportunity for better route optimization.

en: Use Opportunity for a possible area of reuse, innovation, service improvement, monetization, or better decisions.


en: Risk

en: A possible negative event, weakness, exposure, or uncertainty that may affect data product value, trust, access, compliance, or operation.

en: issue exposure threat concern

relatedTerms: Signal Priority Gap Governance

en: Unclear licensing for customer demographic data is a Risk for external sharing.

en: Use Risk for a possible negative event, exposure, weakness, or uncertainty affecting value, trust, access, compliance, or operation.


en: Value Proposition

en: A short explanation of why a data product, use case, or portfolio item matters and what value it is expected to create.

en:
value statement
value case
product value
business value statement

relatedTerms: Benefit Impact Outcome UseCase

en: This product reduces onboarding time for analysts by providing governed customer features is a ValueProposition.

en: Use ValueProposition for a short explanation of why a product, use case, or portfolio item matters.


en: Portfolio Priority

en: A portfolio-level priority assigned to a data product, use case, signal, gap, or objective.

en:
portfolio ranking
portfolio importance
investment priority
planning priority

relatedTerms: Priority Gap Signal BusinessObjective

en: High reuse potential is a PortfolioPriority for a shared customer identity data product.

en: Use PortfolioPriority for a portfolio-level ranking assigned to products, use cases, signals, gaps, or objectives.


section: governance

sectionName: ODPV Governance

en: Data Quality

en: The expected, measured, or reported quality of a data product, dataset, distribution, or data service.

en:
quality
data quality score
quality assessment
quality metrics

relatedTerms: SLA DataContract Stewardship ComplianceRule

en: Completeness above 98 percent is a DataQuality expectation for the Customer Profile DataProduct.

en: Use DataQuality for expected, measured, or reported quality of a product, dataset, distribution, or service.


en: SLA

en: A service-level agreement or expectation that defines operational commitments for a data product, distribution, or data service.

en:
service level agreement
service commitment
operational commitment
service expectation

relatedTerms: DataQuality Agreement AccessMethod DataContract

usedIn: ODPS ODPG

en: The product refreshes by 08:00 UTC every business day is an SLA.

en: Use SLA for service-level expectations or operational commitments.


en: License

en: The legal terms that define how a data product, dataset, distribution, or data service may be used, shared, or redistributed.

en:
data license
usage license
legal license
redistribution terms

relatedTerms: UsageRights Agreement DataAgreement Policy

en: Apache 2.0 is a License for a publicly shared dataset.

en: Use License for legal terms that define how data may be used, shared, or redistributed.


en: Access Method

en: The method used to access a data product, dataset, distribution, or data service, such as API, file download, query endpoint, or platform access.

en:
access channel
delivery method
access interface
data access method

relatedTerms: AccessCondition DataService Distribution SLA

en: A Snowflake share is an AccessMethod for the Customer Features DataProduct.

en: Use AccessMethod for the channel or interface used to access data, such as API, file download, query endpoint, or platform access.


en: Agreement

en: A formal or informal agreement that defines usage, commercial, legal, operational, or governance terms for a data product or data exchange.

en:
data agreement
usage agreement
service agreement
commercial agreement

relatedTerms: DataAgreement License UsageRights SLA

en: A commercial data sharing contract is an Agreement for an external data exchange.

en: Use Agreement for usage, commercial, legal, operational, or governance terms between parties.


en: Policy

en: A rule, guideline, or governance statement that applies to a data product, catalog, graph, use case, access method, or related object.

en:
governance policy
rule
guideline
control policy

relatedTerms: ComplianceRule GovernanceProfile AccessCondition Sensitivity

en: Customer data must not be exported outside approved regions is a Policy.

en: Use Policy for a rule, guideline, or governance statement that applies to products, catalogs, graphs, use cases, or access.


en: Compliance Rule

en: A specific rule or requirement used to assess, enforce, or document compliance.

en:
compliance requirement
control rule
regulatory rule
validation rule

relatedTerms: Policy GovernanceProfile DataQuality Risk

en: PII fields must be masked before non-production use is a ComplianceRule.

en: Use ComplianceRule for a specific requirement used to assess, enforce, or document compliance.


en: Sensitivity

en: A classification that indicates how sensitive a data product, dataset, attribute, distribution, or service is from a privacy, security, commercial, or operational perspective.

en:
sensitivity level
data sensitivity
security classification
privacy classification

relatedTerms: Policy AccessCondition UsageRights GovernanceProfile

en: Confidential is a Sensitivity classification for customer identity data.

en: Use Sensitivity to indicate privacy, security, commercial, or operational sensitivity.


en: Usage Rights

en: The rights granted to consumers for using, sharing, modifying, deriving, or redistributing a data product or dataset.

en:
use rights
permitted use
usage permissions
allowed use

relatedTerms: License Agreement DataAgreement AccessCondition

en: Internal analytics only is a UsageRights statement for a licensed dataset.

en: Use UsageRights for what consumers may do with data, including use, sharing, modification, derivation, or redistribution.


en: Retention

en: The rules or expectations for how long data, metadata, logs, agreements, or related records should be retained.

en:
retention rule
retention period
record retention
data retention

relatedTerms: Policy ComplianceRule DataAgreement Stewardship

en: Transaction logs retained for seven years is a Retention rule.

en: Use Retention for how long data, metadata, logs, agreements, or records should be kept.


en: Access Condition

en: A condition that must be met before a consumer can access a data product, dataset, distribution, or data service.

en:
access rule
access requirement
eligibility condition
access constraint

relatedTerms: AccessMethod UsageRights Policy Sensitivity

en: Manager approval required before access is granted is an AccessCondition.

en: Use AccessCondition for a requirement that must be met before a consumer can access data.


en: Governance Profile

en: A reusable governance classification that describes the expected level of control, assurance, review, or operational maturity for a data product or catalog item.

en:
governance level
assurance profile
control profile
maturity profile

relatedTerms: Policy ComplianceRule Sensitivity Stewardship

en: High assurance is a GovernanceProfile for regulated finance data products.

en: Use GovernanceProfile for a reusable classification of control, assurance, review, or maturity expectations.


en: Data Agreement

en: A structured agreement that defines the allowed use, responsibilities, obligations, and constraints for a data product or data exchange.

en:
data sharing agreement
data usage agreement
data exchange agreement
product agreement

relatedTerms: Agreement License UsageRights AccessCondition

en: A partner data exchange contract with allowed uses and obligations is a DataAgreement.

en: Use DataAgreement for structured allowed use, responsibilities, obligations, and constraints for data sharing.


en: Data Contract

en: A technical or operational contract that defines expectations for schema, quality, delivery, compatibility, and change management.

en:
schema contract
delivery contract
operational contract
technical contract

relatedTerms: DataQuality SLA AccessMethod Stewardship

en: A schema compatibility and freshness contract for an events API is a DataContract.

en: Use DataContract for technical or operational expectations around schema, quality, delivery, compatibility, and change management.


en: Stewardship

en: The assigned responsibility model for managing data product metadata, quality, lifecycle, and operational health.

en:
data stewardship
product stewardship
metadata stewardship
lifecycle responsibility

relatedTerms: Steward Owner DataQuality GovernanceProfile

en: The analytics platform team handles Stewardship for metadata quality and lifecycle reviews.

en: Use Stewardship for the assigned responsibility model for metadata, quality, lifecycle, and operational health.


section: relationships

sectionName: ODPV Relationships

type: relationship

en: supports

en: Indicates that one object helps enable, serve, or make another object possible, such as a data product supporting a use case.

en:
enables
serves
helps
provides support for

relatedTerms: contributesTo requires relatedTo

domain: DataProduct DataProductCatalog UseCase

range: UseCase BusinessObjective Outcome

en: Customer Churn Risk Scores supports the Retention Campaign Optimization use case.

en: Use supports when one object helps enable, serve, or make another object possible.


en: requires

en: Indicates that one object needs another object to be complete, useful, or executable, such as a use case requiring a data product.

en:
needs
depends on
must have
requires input from

relatedTerms: dependsOn supports DataNeed

domain: UseCase DataProduct BusinessObjective

range: DataProduct Dataset DataNeed

en: The Fraud Detection use case requires the Transaction Events DataProduct.

en: Use requires when one object needs another object to be complete, useful, or executable.


en: contributes to

en: Indicates that one object helps advance another object, such as a use case contributing to a business objective.

en:
advances
helps achieve
adds value to
supports progress toward

relatedTerms: supports measures BusinessObjective

domain: DataProduct UseCase KPI

range: BusinessObjective Outcome Impact

en: The Retention Campaign Optimization use case contributesTo the Reduce Churn business objective.

en: Use contributesTo when one object helps advance an objective, outcome, or impact.


en: measures

en: Indicates that one object measures another object, such as a KPI measuring a business objective or outcome.

en: tracks monitors evaluates assesses

relatedTerms: KPI Outcome BusinessObjective

domain: KPI Signal

en: Monthly churn rate measures the Reduce Churn business objective.

en: Use measures when a KPI, signal, or metric tracks an objective, outcome, or impact.


en: belongs to

en: Indicates that one object is assigned to, grouped under, or included in another object, such as a data product belonging to a catalog.

en:
assigned to
grouped under
included in
cataloged under

relatedTerms: partOf hasPart DataProductCatalog

domain: DataProduct UseCase BusinessObjective

range: DataProductCatalog Domain

en: The Customer Churn Risk Scores DataProduct belongsTo the Customer Analytics catalog.

en: Use belongsTo when one object is assigned to, grouped under, or included in another object.


en: depends on

en: Indicates that one object has a dependency on another object, such as a data product depending on another product, service, or dataset.

en:
relies on
has dependency on
uses dependency
is dependent on

relatedTerms: requires relatedTo derivedFrom

domain: DataProduct DataService UseCase

range: DataProduct Dataset DataService

en: The Churn Scores DataProduct dependsOn the Customer Profile Dataset.

en: Use dependsOn for operational, technical, or data dependencies between products, services, datasets, or use cases.


en: governed by

en: Indicates that one object is governed by another object, such as a data product governed by a license, policy, agreement, or compliance rule.

en:
controlled by
regulated by
subject to
under governance of

relatedTerms: Policy License Agreement ComplianceRule

domain: DataProduct Dataset AccessMethod

range: Policy License Agreement ComplianceRule

en: The Customer Profile DataProduct is governedBy the Customer Data Access Policy.

en: Use governedBy when a product, dataset, service, or access method is subject to a policy, license, agreement, or compliance rule.


en: provided by

en: Indicates that one object is provided, published, or made available by a provider.

en:
published by
supplied by
made available by
offered by

relatedTerms: Provider Owner Steward

domain: DataProduct Dataset DataService

range: Provider Owner

en: The Transaction Events DataProduct is providedBy the Payments Data Platform team.

en: Use providedBy when an object is published, supplied, or made available by a provider or owner.


en: consumed by

en: Indicates that one object is used, accessed, or consumed by a consumer.

en:
used by
accessed by
received by
consumed by

relatedTerms: Consumer AccessMethod UsageRights

en: The Customer Features DataProduct is consumedBy the Personalization Model Training system.

en: Use consumedBy when an object is used, accessed, or received by a consumer.


en: indicates

en: Indicates that one object points to, reveals, or suggests another object, such as a signal indicating a gap, demand, risk, or opportunity.

en:
points to
suggests
reveals
signals

relatedTerms: Signal Gap Demand Risk Opportunity

domain: Signal KPI

range: Gap Demand Risk Opportunity

en: A rising support ticket trend indicates a Gap in product usage data.

en: Use indicates when a signal, KPI, or observation points to a gap, demand, risk, or opportunity.


en: related to

en: Indicates a general relationship between two objects when a more specific relationship type is not available.

en:
associated with
connected to
linked to
relevant to

relatedTerms: supports dependsOn partOf

domain: DataProduct UseCase BusinessObjective GovernanceProfile

en: The Customer Profile DataProduct is relatedTo the Customer Segmentation UseCase.

en: Use relatedTo only when a more specific relationship type is not available.


en: part of

en: Indicates that one object is part of a larger object, such as a catalog item being part of a catalog.

en:
component of
included in
member of
belongs within

relatedTerms: hasPart belongsTo DataProductCatalog

domain: DataProduct Dataset Distribution

range: DataProductCatalog DataProduct Dataset

en: A customer address Dataset is partOf the Customer Profile DataProduct.

en: Use partOf when one object is a component or member of a larger object.


en: has part

en: Indicates that one object contains or includes another object.

en:
contains
includes
has component
consists of

relatedTerms: partOf belongsTo Dataset

domain: DataProductCatalog DataProduct Dataset

range: DataProduct Dataset Distribution

en: The Customer Profile DataProduct hasPart the Customer Address Dataset.

en: Use hasPart when one object contains or includes another object.


en: derived from

en: Indicates that one object is derived from another object, such as an insight, product, dataset, or signal derived from a source.

en:
based on
sourced from
generated from
created from

relatedTerms: dependsOn Reference Dataset

domain: DataProduct Dataset Signal

range: Dataset DataProduct Reference

en: The Churn Score Dataset is derivedFrom customer events and subscription history datasets.

en: Use derivedFrom when an object is based on, sourced from, generated from, or created from another object.


en: replaces

en: Indicates that one object replaces another object, such as a newer data product replacing an older version.

en:
supersedes
succeeds
takes over from
replaces version

relatedTerms: versionOf derivedFrom relatedTo

en: Customer Churn Scores v2 replaces the legacy churn scoring product.

en: Use replaces when a newer product, dataset, service, or version supersedes an older one.


en: version of

en: Indicates that one object is a version of another object.

en:
variant of
release of
revision of
versioned form of

relatedTerms: replaces derivedFrom Identifier

en: Customer Churn Scores v2 is a versionOf Customer Churn Scores.

en: Use versionOf when one object is a version, variant, release, or revision of another object.