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Class: Deidentification

Is it possible to identify individuals in the dataset, either directly or indirectly (in combination with other data)?

__

URI: data_sheets_schema:Deidentification

classDiagram class Deidentification click Deidentification href "../Deidentification/" DatasetProperty <|-- Deidentification click DatasetProperty href "../DatasetProperty/" Deidentification : description Deidentification : id Deidentification : identifiable_elements_present Deidentification : name Deidentification : used_software Deidentification --> "*" Software : used_software click Software href "../Software/"

Inheritance

Slots

Name Cardinality and Range Description Inheritance
identifiable_elements_present 0..1
Boolean		 Indicates whether data subjects can be identified direct
description *
String		 direct
used_software *
Software		 What software was used as part of this dataset property? DatasetProperty
id 1
Uriorcurie		 A unique identifier for a thing NamedThing
name 0..1
String		 A human-readable name for a thing NamedThing

Usages

used by used in type used
Dataset is_deidentified range Deidentification
DataSubset is_deidentified range Deidentification

Identifier and Mapping Information

Schema Source

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

Mappings

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

LinkML Source

Direct

name: Deidentification
description: 'Is it possible to identify individuals in the dataset, either directly
  or indirectly (in combination with other data)?

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: DatasetProperty
attributes:
  identifiable_elements_present:
    name: identifiable_elements_present
    description: Indicates whether data subjects can be identified.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/composition
    rank: 1000
    domain_of:
    - Deidentification
    range: boolean
  description:
    name: description
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/composition
    domain_of:
    - NamedThing
    - Relationships
    - Splits
    - DataAnomaly
    - Confidentiality
    - Deidentification
    - SensitiveElement
    - InstanceAcquisition
    - CollectionMechanism
    - DataCollector
    - CollectionTimeframe
    - DirectCollection
    - PreprocessingStrategy
    - CleaningStrategy
    - LabelingStrategy
    - RawData
    - ExistingUse
    - UseRepository
    - OtherTask
    - FutureUseImpact
    - DiscouragedUse
    - ThirdPartySharing
    - DistributionFormat
    - DistributionDate
    - Maintainer
    - Erratum
    - UpdatePlan
    - RetentionLimits
    - VersionAccess
    - ExtensionMechanism
    - EthicalReview
    - DataProtectionImpact
    - CollectionNotification
    - CollectionConsent
    - ConsentRevocation
    - LicenseAndUseTerms
    - IPRestrictions
    - ExportControlRegulatoryRestrictions
    range: string
    multivalued: true

Induced

name: Deidentification
description: 'Is it possible to identify individuals in the dataset, either directly
  or indirectly (in combination with other data)?

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: DatasetProperty
attributes:
  identifiable_elements_present:
    name: identifiable_elements_present
    description: Indicates whether data subjects can be identified.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/composition
    rank: 1000
    alias: identifiable_elements_present
    owner: Deidentification
    domain_of:
    - Deidentification
    range: boolean
  description:
    name: description
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/composition
    alias: description
    owner: Deidentification
    domain_of:
    - NamedThing
    - Relationships
    - Splits
    - DataAnomaly
    - Confidentiality
    - Deidentification
    - SensitiveElement
    - InstanceAcquisition
    - CollectionMechanism
    - DataCollector
    - CollectionTimeframe
    - DirectCollection
    - PreprocessingStrategy
    - CleaningStrategy
    - LabelingStrategy
    - RawData
    - ExistingUse
    - UseRepository
    - OtherTask
    - FutureUseImpact
    - DiscouragedUse
    - ThirdPartySharing
    - DistributionFormat
    - DistributionDate
    - Maintainer
    - Erratum
    - UpdatePlan
    - RetentionLimits
    - VersionAccess
    - ExtensionMechanism
    - EthicalReview
    - DataProtectionImpact
    - CollectionNotification
    - CollectionConsent
    - ConsentRevocation
    - LicenseAndUseTerms
    - IPRestrictions
    - ExportControlRegulatoryRestrictions
    range: string
    multivalued: true
  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/base
    rank: 1000
    alias: used_software
    owner: Deidentification
    domain_of:
    - DatasetProperty
    range: Software
    multivalued: true
  id:
    name: id
    description: A unique identifier for a thing.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    rank: 1000
    slot_uri: schema:identifier
    identifier: true
    alias: id
    owner: Deidentification
    domain_of:
    - NamedThing
    range: uriorcurie
    required: true
  name:
    name: name
    description: A human-readable name for a thing.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    rank: 1000
    slot_uri: schema:name
    alias: name
    owner: Deidentification
    domain_of:
    - NamedThing
    range: string