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Class: SensitiveElement

Does the dataset contain data that might be considered sensitive (e.g., race, sexual orientation, religion, biometrics)?

__

URI: data_sheets_schema:SensitiveElement

classDiagram class SensitiveElement click SensitiveElement href "../SensitiveElement/" DatasetProperty <|-- SensitiveElement click DatasetProperty href "../DatasetProperty/" SensitiveElement : description SensitiveElement : id SensitiveElement : name SensitiveElement : sensitive_elements_present SensitiveElement : sensitivity_details SensitiveElement : used_software SensitiveElement --> "*" Software : used_software click Software href "../Software/"

Inheritance

Slots

Name Cardinality and Range Description Inheritance
sensitive_elements_present 0..1
Boolean		 Indicates whether sensitive data elements are present direct
sensitivity_details *
String		 Details on sensitive data elements present and handling procedures direct
id 0..1
Uriorcurie		 An optional identifier for this property DatasetProperty
name 0..1
String		 A human-readable name for this property DatasetProperty
description 0..1
String		 A human-readable description for this property DatasetProperty
used_software *
Software		 What software was used as part of this dataset property? DatasetProperty

Usages

used by used in type used
Dataset sensitive_elements range SensitiveElement
DataSubset sensitive_elements range SensitiveElement

Identifier and Mapping Information

Schema Source

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

Mappings

Mapping Type Mapped Value
self data_sheets_schema:SensitiveElement
native data_sheets_schema:SensitiveElement
exact rai:personalSensitiveInformation

LinkML Source

Direct

name: SensitiveElement
description: 'Does the dataset contain data that might be considered sensitive (e.g.,
  race, sexual orientation, religion, biometrics)?

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
exact_mappings:
- rai:personalSensitiveInformation
is_a: DatasetProperty
attributes:
  sensitive_elements_present:
    name: sensitive_elements_present
    description: Indicates whether sensitive data elements are present.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/composition
    rank: 1000
    domain_of:
    - SensitiveElement
    range: boolean
  sensitivity_details:
    name: sensitivity_details
    description: 'Details on sensitive data elements present and handling procedures.

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/composition
    rank: 1000
    slot_uri: dcterms:description
    domain_of:
    - SensitiveElement
    range: string
    multivalued: true

Induced

name: SensitiveElement
description: 'Does the dataset contain data that might be considered sensitive (e.g.,
  race, sexual orientation, religion, biometrics)?

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
exact_mappings:
- rai:personalSensitiveInformation
is_a: DatasetProperty
attributes:
  sensitive_elements_present:
    name: sensitive_elements_present
    description: Indicates whether sensitive data elements are present.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/composition
    rank: 1000
    alias: sensitive_elements_present
    owner: SensitiveElement
    domain_of:
    - SensitiveElement
    range: boolean
  sensitivity_details:
    name: sensitivity_details
    description: 'Details on sensitive data elements present and handling procedures.

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/composition
    rank: 1000
    slot_uri: dcterms:description
    alias: sensitivity_details
    owner: SensitiveElement
    domain_of:
    - SensitiveElement
    range: string
    multivalued: true
  id:
    name: id
    description: An optional identifier for this property.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: schema:identifier
    alias: id
    owner: SensitiveElement
    domain_of:
    - NamedThing
    - DatasetProperty
    range: uriorcurie
  name:
    name: name
    description: A human-readable name for this property.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: schema:name
    alias: name
    owner: SensitiveElement
    domain_of:
    - NamedThing
    - DatasetProperty
    range: string
  description:
    name: description
    description: A human-readable description for this property.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: schema:description
    alias: description
    owner: SensitiveElement
    domain_of:
    - NamedThing
    - DatasetProperty
    - DatasetRelationship
    range: string
  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: SensitiveElement
    domain_of:
    - DatasetProperty
    range: Software
    multivalued: true
    inlined: true
    inlined_as_list: true