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Class: DatasetProperty

Represents a single property of a dataset, or a set of related properties.

URI: data_sheets_schema:DatasetProperty

erDiagram DatasetProperty { string id string name string description } Software { string version string license string url string id string name string description } DatasetProperty ||--}o Software : "used_software"

Inheritance

Slots

Name Cardinality and Range Description Inheritance
used_software 0..*
Software		 What software was used as part of this dataset property? direct
id 1..1
String		 the unique name of the dataset NamedThing
name 0..1
String		 NamedThing
description 0..1
String		 human readable description of the information NamedThing

Identifier and Mapping Information

Schema Source

  • from schema: https://w3id.org/bridge2ai/data-sheets-schema

Mappings

Mapping Type Mapped Value
self data_sheets_schema:DatasetProperty
native data_sheets_schema:DatasetProperty

LinkML Source

Direct

name: DatasetProperty
description: Represents a single property of a dataset, or a set of related properties.
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: NamedThing
attributes:
  used_software:
    name: used_software
    description: What software was used as part of this dataset property?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    range: Software

Induced

name: DatasetProperty
description: Represents a single property of a dataset, or a set of related properties.
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: NamedThing
attributes:
  used_software:
    name: used_software
    description: What software was used as part of this dataset property?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: used_software
    owner: DatasetProperty
    domain_of:
    - DatasetProperty
    range: Software
  id:
    name: id
    description: the unique name of the dataset
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    exact_mappings:
    - schema:name
    rank: 1000
    slot_uri: dcterms:identifier
    identifier: true
    alias: id
    owner: DatasetProperty
    domain_of:
    - NamedThing
    - Information
    range: string
    required: true
  name:
    name: name
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: schema:name
    alias: name
    owner: DatasetProperty
    domain_of:
    - NamedThing
    range: string
  description:
    name: description
    description: human readable description of the information
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: dcterms:description
    alias: description
    owner: DatasetProperty
    domain_of:
    - NamedThing
    - Information
    - Relationships
    - Splits
    - DataAnomaly
    - Confidentiality
    - Deidentification
    - SensitiveElement
    - InstanceAcquisition
    - CollectionMechanism
    - DataCollector
    - CollectionTimeframe
    - EthicalReview
    - DirectCollection
    - CollectionNotification
    - CollectionConsent
    - ConsentRevocation
    - DataProtectionImpact
    - PreprocessingStrategy
    - CleaningStrategy
    - LabelingStrategy
    - RawData
    - ExistingUse
    - UseRepository
    - OtherTask
    - FutureUseImpact
    - DiscouragedUse
    - ThirdPartySharing
    - DistributionFormat
    - DistributionDate
    - LicenseAndUseTerms
    - IPRestrictions
    - ExportControlRegulatoryRestrictions
    - Maintainer
    - Erratum
    - UpdatePlan
    - RetentionLimits
    - VersionAccess
    - ExtensionMechanism
    range: string