Class: SensitiveElement

Does the dataset contain data that might be considered sensitive in any way (e.g., data that reveals race or ethnic origins, sexual orientations, religious beliefs, political opinions or union memberships, or locations; financial or health data; biometric or genetic data; forms of government identification, such as social security numbers; criminal history)?

URI: data_sheets_schema:SensitiveElement

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

Inheritance

NamedThing
- DatasetProperty
  - SensitiveElement

Slots

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

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

LinkML Source

Direct

name: SensitiveElement
description: Does the dataset contain data that might be considered sensitive in any
  way (e.g., data that reveals race or ethnic origins, sexual orientations, religious
  beliefs, political opinions or union memberships, or locations; financial or health
  data; biometric or genetic data; forms of government identification, such as social
  security numbers; criminal history)?
in_subset:
- Composition
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: DatasetProperty
attributes:
  description:
    name: description
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    multivalued: true
    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

Induced

name: SensitiveElement
description: Does the dataset contain data that might be considered sensitive in any
  way (e.g., data that reveals race or ethnic origins, sexual orientations, religious
  beliefs, political opinions or union memberships, or locations; financial or health
  data; biometric or genetic data; forms of government identification, such as social
  security numbers; criminal history)?
in_subset:
- Composition
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: DatasetProperty
attributes:
  description:
    name: description
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    multivalued: true
    alias: description
    owner: SensitiveElement
    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
  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: SensitiveElement
    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: SensitiveElement
    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: SensitiveElement
    domain_of:
    - NamedThing
    range: string