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Class: Dataset

A single component of related observations and/or information that can be read, manipulated, transformed, and otherwise interpreted.

URI: dcat:Distribution

erDiagram Dataset { integer bytes string dialect EncodingEnum encoding FormatEnum format string hash string md5 string media_type string path string sha256 string is_tabular CompressionEnum compression uriorcurie conforms_to uriorcurie conforms_to_class uriorcurie conforms_to_schema stringList created_by string created_on string description uriorcurie doi uri download_url string id string issued stringList keywords string language string last_updated_on string license string modified_by string page uriorcurie publisher uriorcurie status string title string version string was_derived_from } Deidentification { stringList description string id string name } Software { string version string license string url string id string name string description } ExtensionMechanism { stringList description string id string name } VersionAccess { stringList description string id string name } RetentionLimits { stringList description string id string name } UpdatePlan { stringList description string id string name } Erratum { stringList description string id string name } Maintainer { stringList description string id string name } ExportControlRegulatoryRestrictions { stringList description string id string name } IPRestrictions { stringList description string id string name } LicenseAndUseTerms { stringList description string id string name } DistributionDate { stringList description string id string name } DistributionFormat { stringList description string id string name } DiscouragedUse { stringList description string id string name } FutureUseImpact { stringList description string id string name } OtherTask { stringList description string id string name } UseRepository { stringList description string id string name } ExistingUse { stringList description string id string name } RawData { stringList description string id string name } LabelingStrategy { stringList description string id string name } CleaningStrategy { stringList description string id string name } PreprocessingStrategy { stringList description string id string name } DataProtectionImpact { stringList description string id string name } EthicalReview { stringList description string id string name } CollectionTimeframe { stringList description string id string name } DataCollector { stringList description string id string name } SamplingStrategy { stringList is_sample stringList is_random stringList source_data stringList is_representative stringList representative_verification stringList why_not_representative stringList strategies string id string name string description } CollectionMechanism { stringList description string id string name } InstanceAcquisition { stringList description string was_directly_observed string was_reported_by_subjects string was_inferred_derived string was_validated_verified string id string name } SensitiveElement { stringList description string id string name } Subpopulation { stringList identification stringList distribution string id string name string description } ContentWarning { stringList warnings string id string name string description } Confidentiality { stringList description string id string name } ExternalResource { stringList external_resources stringList future_guarantees stringList archival stringList restrictions string id string name string description } DataAnomaly { stringList description string id string name } Instance { string representation string instance_type string data_type integer counts string label string id string name string description } MissingInfo { stringList missing stringList why_missing string id string name string description } DataSubset { string is_data_split string is_subpopulation integer bytes string dialect EncodingEnum encoding FormatEnum format string hash string md5 string media_type string path string sha256 string is_tabular CompressionEnum compression uriorcurie conforms_to uriorcurie conforms_to_class uriorcurie conforms_to_schema stringList created_by string created_on string description uriorcurie doi uri download_url string id string issued stringList keywords string language string last_updated_on string license string modified_by string page uriorcurie publisher uriorcurie status string title string version string was_derived_from } FundingMechanism { string id string name string description } Creator { string id string name string description } AddressingGap { string response string id string name string description } Task { string response string id string name string description } Purpose { string response string id string name string description } Dataset ||--}o Purpose : "purposes" Dataset ||--}o Task : "tasks" Dataset ||--}o AddressingGap : "addressing_gaps" Dataset ||--}o Creator : "creators" Dataset ||--}o FundingMechanism : "funders" Dataset ||--}o DataSubset : "subsets" Dataset ||--}o Instance : "instances" Dataset ||--}o DataAnomaly : "anomalies" Dataset ||--}o ExternalResource : "external_resources" Dataset ||--}o Confidentiality : "confidential_elements" Dataset ||--}o ContentWarning : "content_warnings" Dataset ||--}o Subpopulation : "subpopulations" Dataset ||--}o SensitiveElement : "sensitive_elements" Dataset ||--}o InstanceAcquisition : "acquisition_methods" Dataset ||--}o CollectionMechanism : "collection_mechanisms" Dataset ||--}o SamplingStrategy : "sampling_strategies" Dataset ||--}o DataCollector : "data_collectors" Dataset ||--}o CollectionTimeframe : "collection_timeframes" Dataset ||--}o EthicalReview : "ethical_reviews" Dataset ||--}o DataProtectionImpact : "data_protection_impacts" Dataset ||--}o PreprocessingStrategy : "preprocessing_strategies" Dataset ||--}o CleaningStrategy : "cleaning_strategies" Dataset ||--}o LabelingStrategy : "labeling_strategies" Dataset ||--}o RawData : "raw_sources" Dataset ||--}o ExistingUse : "existing_uses" Dataset ||--}o UseRepository : "use_repository" Dataset ||--}o OtherTask : "other_tasks" Dataset ||--}o FutureUseImpact : "future_use_impacts" Dataset ||--}o DiscouragedUse : "discouraged_uses" Dataset ||--}o DistributionFormat : "distribution_formats" Dataset ||--}o DistributionDate : "distribution_dates" Dataset ||--|o LicenseAndUseTerms : "license_and_use_terms" Dataset ||--|o IPRestrictions : "ip_restrictions" Dataset ||--|o ExportControlRegulatoryRestrictions : "regulatory_restrictions" Dataset ||--}o Maintainer : "maintainers" Dataset ||--}o Erratum : "errata" Dataset ||--|o UpdatePlan : "updates" Dataset ||--|o RetentionLimits : "retention_limit" Dataset ||--|o VersionAccess : "version_access" Dataset ||--|o ExtensionMechanism : "extension_mechanism" Dataset ||--|o Deidentification : "is_deidentified" Deidentification ||--}o Software : "used_software" ExtensionMechanism ||--}o Software : "used_software" VersionAccess ||--}o Software : "used_software" RetentionLimits ||--}o Software : "used_software" UpdatePlan ||--}o Software : "used_software" Erratum ||--}o Software : "used_software" Maintainer ||--}o Software : "used_software" ExportControlRegulatoryRestrictions ||--}o Software : "used_software" IPRestrictions ||--}o Software : "used_software" LicenseAndUseTerms ||--}o Software : "used_software" DistributionDate ||--}o Software : "used_software" DistributionFormat ||--}o Software : "used_software" DiscouragedUse ||--}o Software : "used_software" FutureUseImpact ||--}o Software : "used_software" OtherTask ||--}o Software : "used_software" UseRepository ||--}o Software : "used_software" ExistingUse ||--}o Software : "used_software" RawData ||--}o Software : "used_software" LabelingStrategy ||--}o Software : "used_software" CleaningStrategy ||--}o Software : "used_software" PreprocessingStrategy ||--}o Software : "used_software" DataProtectionImpact ||--}o Software : "used_software" EthicalReview ||--}o Software : "used_software" CollectionTimeframe ||--}o Software : "used_software" DataCollector ||--}o Software : "used_software" SamplingStrategy ||--}o Software : "used_software" CollectionMechanism ||--}o Software : "used_software" InstanceAcquisition ||--}o Software : "used_software" SensitiveElement ||--}o Software : "used_software" Subpopulation ||--}o Software : "used_software" ContentWarning ||--}o Software : "used_software" Confidentiality ||--}o Software : "used_software" ExternalResource ||--}o Software : "used_software" DataAnomaly ||--}o Software : "used_software" Instance ||--}o SamplingStrategy : "sampling_strategies" Instance ||--}o MissingInfo : "missing_information" Instance ||--}o Software : "used_software" MissingInfo ||--}o Software : "used_software" DataSubset ||--}o Purpose : "purposes" DataSubset ||--}o Task : "tasks" DataSubset ||--}o AddressingGap : "addressing_gaps" DataSubset ||--}o Creator : "creators" DataSubset ||--}o FundingMechanism : "funders" DataSubset ||--}o DataSubset : "subsets" DataSubset ||--}o Instance : "instances" DataSubset ||--}o DataAnomaly : "anomalies" DataSubset ||--}o ExternalResource : "external_resources" DataSubset ||--}o Confidentiality : "confidential_elements" DataSubset ||--}o ContentWarning : "content_warnings" DataSubset ||--}o Subpopulation : "subpopulations" DataSubset ||--}o SensitiveElement : "sensitive_elements" DataSubset ||--}o InstanceAcquisition : "acquisition_methods" DataSubset ||--}o CollectionMechanism : "collection_mechanisms" DataSubset ||--}o SamplingStrategy : "sampling_strategies" DataSubset ||--}o DataCollector : "data_collectors" DataSubset ||--}o CollectionTimeframe : "collection_timeframes" DataSubset ||--}o EthicalReview : "ethical_reviews" DataSubset ||--}o DataProtectionImpact : "data_protection_impacts" DataSubset ||--}o PreprocessingStrategy : "preprocessing_strategies" DataSubset ||--}o CleaningStrategy : "cleaning_strategies" DataSubset ||--}o LabelingStrategy : "labeling_strategies" DataSubset ||--}o RawData : "raw_sources" DataSubset ||--}o ExistingUse : "existing_uses" DataSubset ||--}o UseRepository : "use_repository" DataSubset ||--}o OtherTask : "other_tasks" DataSubset ||--}o FutureUseImpact : "future_use_impacts" DataSubset ||--}o DiscouragedUse : "discouraged_uses" DataSubset ||--}o DistributionFormat : "distribution_formats" DataSubset ||--}o DistributionDate : "distribution_dates" DataSubset ||--|o LicenseAndUseTerms : "license_and_use_terms" DataSubset ||--|o IPRestrictions : "ip_restrictions" DataSubset ||--|o ExportControlRegulatoryRestrictions : "regulatory_restrictions" DataSubset ||--}o Maintainer : "maintainers" DataSubset ||--}o Erratum : "errata" DataSubset ||--|o UpdatePlan : "updates" DataSubset ||--|o RetentionLimits : "retention_limit" DataSubset ||--|o VersionAccess : "version_access" DataSubset ||--|o ExtensionMechanism : "extension_mechanism" DataSubset ||--|o Deidentification : "is_deidentified" FundingMechanism ||--|o Grantor : "grantor" FundingMechanism ||--|o Grant : "grant" FundingMechanism ||--}o Software : "used_software" Creator ||--|o Person : "principal_investigator" Creator ||--|o Organization : "affiliation" Creator ||--}o Software : "used_software" AddressingGap ||--}o Software : "used_software" Task ||--}o Software : "used_software" Purpose ||--}o Software : "used_software"

Inheritance

Slots

Name Cardinality and Range Description Inheritance
bytes 0..1
Integer		 Size of the data in bytes direct
dialect 0..1
String		 direct
encoding 0..1
EncodingEnum		 The encoding of the data direct
format 0..1
FormatEnum		 The format of the data direct
hash 0..1
String		 The hash representation of the data, e direct
md5 0..1
String		 The md5 hash representation of the data direct
media_type 0..1
String		 The media type of the data direct
path 0..1
String		 direct
sha256 0..1
String		 The sha256 hash representation of the data direct
purposes *
Purpose		 direct
tasks *
Task		 direct
addressing_gaps *
AddressingGap		 direct
creators *
Creator		 direct
funders *
FundingMechanism		 direct
subsets *
DataSubset		 direct
instances *
Instance		 direct
anomalies *
DataAnomaly		 direct
external_resources *
ExternalResource		 direct
confidential_elements *
Confidentiality		 direct
content_warnings *
ContentWarning		 direct
subpopulations *
Subpopulation		 direct
sensitive_elements *
SensitiveElement		 direct
acquisition_methods *
InstanceAcquisition		 direct
collection_mechanisms *
CollectionMechanism		 direct
sampling_strategies *
SamplingStrategy		 direct
data_collectors *
DataCollector		 direct
collection_timeframes *
CollectionTimeframe		 direct
ethical_reviews *
EthicalReview		 direct
data_protection_impacts *
DataProtectionImpact		 direct
preprocessing_strategies *
PreprocessingStrategy		 direct
cleaning_strategies *
CleaningStrategy		 direct
labeling_strategies *
LabelingStrategy		 direct
raw_sources *
RawData		 direct
existing_uses *
ExistingUse		 direct
use_repository *
UseRepository		 direct
other_tasks *
OtherTask		 direct
future_use_impacts *
FutureUseImpact		 direct
discouraged_uses *
DiscouragedUse		 direct
distribution_formats *
DistributionFormat		 direct
distribution_dates *
DistributionDate		 direct
license_and_use_terms 0..1
LicenseAndUseTerms		 direct
ip_restrictions 0..1
IPRestrictions		 direct
regulatory_restrictions 0..1
ExportControlRegulatoryRestrictions		 direct
maintainers *
Maintainer		 direct
errata *
Erratum		 direct
updates 0..1
UpdatePlan		 direct
retention_limit 0..1
RetentionLimits		 direct
version_access 0..1
VersionAccess		 direct
extension_mechanism 0..1
ExtensionMechanism		 direct
is_deidentified 0..1
Deidentification		 direct
is_tabular 0..1
String		 direct
compression 0..1
CompressionEnum		 The compression format of the data Information
conforms_to 0..1
Uriorcurie		 The standard to which the data conforms Information
conforms_to_class 0..1
Uriorcurie		 The class in the schema to which the data object instantiates Information
conforms_to_schema 0..1
Uriorcurie		 The schema to which the data conforms Information
created_by *
String		 Agent that created the element Information
created_on 0..1
String		 Date and Time at which the element was created Information
description 0..1
String		 human readable description of the information Information
doi 0..1
Uriorcurie		 The Digital Object Identifier of the data, with the doi prefix Information
download_url 0..1
Uri		 URL from which the data can be downloaded Information
id 1
String		 the unique name of the dataset Information
issued 0..1
String		 Information
keywords *
String		 Keywords associated with the data Information
language 0..1
String		 language in which the information is expressed Information
last_updated_on 0..1
String		 Date and Time at which the element was last updated Information
license 0..1
String		 license for the data Information
modified_by 0..1
String		 agent that modified the element Information
page 0..1
String		 Information
publisher 0..1
Uriorcurie		 Information
status 0..1
Uriorcurie		 Status of the element in terms of its maturity or life cycle Information
title 0..1
String		 the official title of the element Information
version 0..1
String		 particular version of schema Information
was_derived_from 0..1
String		 A derivation is a transformation of an entity into another, an update of an e... Information

Usages

used by used in type used
DatasetCollection resources range Dataset

Aliases

  • data resource
  • data file
  • data package

See Also

Identifier and Mapping Information

Schema Source

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

Mappings

Mapping Type Mapped Value
self dcat:Distribution
native data_sheets_schema:Dataset
exact schema:DataDownload

LinkML Source

Direct

name: Dataset
description: A single component of related observations and/or information that can
  be read, manipulated, transformed, and otherwise interpreted.
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
see_also:
- https://specs.frictionlessdata.io/data-resource
aliases:
- data resource
- data file
- data package
exact_mappings:
- schema:DataDownload
is_a: Information
slots:
- bytes
- dialect
- encoding
- format
- hash
- md5
- media_type
- path
- sha256
attributes:
  purposes:
    name: purposes
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: Purpose
  tasks:
    name: tasks
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: Task
  addressing_gaps:
    name: addressing_gaps
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: AddressingGap
  creators:
    name: creators
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: Creator
  funders:
    name: funders
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: FundingMechanism
  subsets:
    name: subsets
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    exact_mappings:
    - schema:distribution
    rank: 1000
    slot_uri: dcat:distribution
    multivalued: true
    domain_of:
    - Dataset
    range: DataSubset
  instances:
    name: instances
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: Instance
  anomalies:
    name: anomalies
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: DataAnomaly
  external_resources:
    name: external_resources
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    - ExternalResource
    range: ExternalResource
  confidential_elements:
    name: confidential_elements
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: Confidentiality
  content_warnings:
    name: content_warnings
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: ContentWarning
  subpopulations:
    name: subpopulations
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: Subpopulation
  sensitive_elements:
    name: sensitive_elements
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: SensitiveElement
  acquisition_methods:
    name: acquisition_methods
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: InstanceAcquisition
  collection_mechanisms:
    name: collection_mechanisms
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: CollectionMechanism
  sampling_strategies:
    name: sampling_strategies
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    - Instance
    range: SamplingStrategy
  data_collectors:
    name: data_collectors
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: DataCollector
  collection_timeframes:
    name: collection_timeframes
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: CollectionTimeframe
  ethical_reviews:
    name: ethical_reviews
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: EthicalReview
  data_protection_impacts:
    name: data_protection_impacts
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: DataProtectionImpact
  preprocessing_strategies:
    name: preprocessing_strategies
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: PreprocessingStrategy
  cleaning_strategies:
    name: cleaning_strategies
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: CleaningStrategy
  labeling_strategies:
    name: labeling_strategies
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: LabelingStrategy
  raw_sources:
    name: raw_sources
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: RawData
  existing_uses:
    name: existing_uses
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: ExistingUse
  use_repository:
    name: use_repository
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: UseRepository
  other_tasks:
    name: other_tasks
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: OtherTask
  future_use_impacts:
    name: future_use_impacts
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: FutureUseImpact
  discouraged_uses:
    name: discouraged_uses
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: DiscouragedUse
  distribution_formats:
    name: distribution_formats
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: DistributionFormat
  distribution_dates:
    name: distribution_dates
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: DistributionDate
  license_and_use_terms:
    name: license_and_use_terms
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    domain_of:
    - Dataset
    range: LicenseAndUseTerms
  ip_restrictions:
    name: ip_restrictions
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    domain_of:
    - Dataset
    range: IPRestrictions
  regulatory_restrictions:
    name: regulatory_restrictions
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    domain_of:
    - Dataset
    range: ExportControlRegulatoryRestrictions
  maintainers:
    name: maintainers
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: Maintainer
  errata:
    name: errata
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    domain_of:
    - Dataset
    range: Erratum
  updates:
    name: updates
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    domain_of:
    - Dataset
    range: UpdatePlan
  retention_limit:
    name: retention_limit
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    domain_of:
    - Dataset
    range: RetentionLimits
  version_access:
    name: version_access
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    domain_of:
    - Dataset
    range: VersionAccess
  extension_mechanism:
    name: extension_mechanism
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    domain_of:
    - Dataset
    range: ExtensionMechanism
  is_deidentified:
    name: is_deidentified
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    domain_of:
    - Dataset
    range: Deidentification
  is_tabular:
    name: is_tabular
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    domain_of:
    - Dataset
    range: string
class_uri: dcat:Distribution

Induced

name: Dataset
description: A single component of related observations and/or information that can
  be read, manipulated, transformed, and otherwise interpreted.
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
see_also:
- https://specs.frictionlessdata.io/data-resource
aliases:
- data resource
- data file
- data package
exact_mappings:
- schema:DataDownload
is_a: Information
attributes:
  purposes:
    name: purposes
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: purposes
    owner: Dataset
    domain_of:
    - Dataset
    range: Purpose
  tasks:
    name: tasks
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: tasks
    owner: Dataset
    domain_of:
    - Dataset
    range: Task
  addressing_gaps:
    name: addressing_gaps
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: addressing_gaps
    owner: Dataset
    domain_of:
    - Dataset
    range: AddressingGap
  creators:
    name: creators
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: creators
    owner: Dataset
    domain_of:
    - Dataset
    range: Creator
  funders:
    name: funders
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: funders
    owner: Dataset
    domain_of:
    - Dataset
    range: FundingMechanism
  subsets:
    name: subsets
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    exact_mappings:
    - schema:distribution
    rank: 1000
    slot_uri: dcat:distribution
    multivalued: true
    alias: subsets
    owner: Dataset
    domain_of:
    - Dataset
    range: DataSubset
  instances:
    name: instances
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: instances
    owner: Dataset
    domain_of:
    - Dataset
    range: Instance
  anomalies:
    name: anomalies
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: anomalies
    owner: Dataset
    domain_of:
    - Dataset
    range: DataAnomaly
  external_resources:
    name: external_resources
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: external_resources
    owner: Dataset
    domain_of:
    - Dataset
    - ExternalResource
    range: ExternalResource
  confidential_elements:
    name: confidential_elements
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: confidential_elements
    owner: Dataset
    domain_of:
    - Dataset
    range: Confidentiality
  content_warnings:
    name: content_warnings
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: content_warnings
    owner: Dataset
    domain_of:
    - Dataset
    range: ContentWarning
  subpopulations:
    name: subpopulations
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: subpopulations
    owner: Dataset
    domain_of:
    - Dataset
    range: Subpopulation
  sensitive_elements:
    name: sensitive_elements
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: sensitive_elements
    owner: Dataset
    domain_of:
    - Dataset
    range: SensitiveElement
  acquisition_methods:
    name: acquisition_methods
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: acquisition_methods
    owner: Dataset
    domain_of:
    - Dataset
    range: InstanceAcquisition
  collection_mechanisms:
    name: collection_mechanisms
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: collection_mechanisms
    owner: Dataset
    domain_of:
    - Dataset
    range: CollectionMechanism
  sampling_strategies:
    name: sampling_strategies
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: sampling_strategies
    owner: Dataset
    domain_of:
    - Dataset
    - Instance
    range: SamplingStrategy
  data_collectors:
    name: data_collectors
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: data_collectors
    owner: Dataset
    domain_of:
    - Dataset
    range: DataCollector
  collection_timeframes:
    name: collection_timeframes
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: collection_timeframes
    owner: Dataset
    domain_of:
    - Dataset
    range: CollectionTimeframe
  ethical_reviews:
    name: ethical_reviews
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: ethical_reviews
    owner: Dataset
    domain_of:
    - Dataset
    range: EthicalReview
  data_protection_impacts:
    name: data_protection_impacts
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: data_protection_impacts
    owner: Dataset
    domain_of:
    - Dataset
    range: DataProtectionImpact
  preprocessing_strategies:
    name: preprocessing_strategies
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: preprocessing_strategies
    owner: Dataset
    domain_of:
    - Dataset
    range: PreprocessingStrategy
  cleaning_strategies:
    name: cleaning_strategies
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: cleaning_strategies
    owner: Dataset
    domain_of:
    - Dataset
    range: CleaningStrategy
  labeling_strategies:
    name: labeling_strategies
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: labeling_strategies
    owner: Dataset
    domain_of:
    - Dataset
    range: LabelingStrategy
  raw_sources:
    name: raw_sources
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: raw_sources
    owner: Dataset
    domain_of:
    - Dataset
    range: RawData
  existing_uses:
    name: existing_uses
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: existing_uses
    owner: Dataset
    domain_of:
    - Dataset
    range: ExistingUse
  use_repository:
    name: use_repository
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: use_repository
    owner: Dataset
    domain_of:
    - Dataset
    range: UseRepository
  other_tasks:
    name: other_tasks
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: other_tasks
    owner: Dataset
    domain_of:
    - Dataset
    range: OtherTask
  future_use_impacts:
    name: future_use_impacts
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: future_use_impacts
    owner: Dataset
    domain_of:
    - Dataset
    range: FutureUseImpact
  discouraged_uses:
    name: discouraged_uses
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: discouraged_uses
    owner: Dataset
    domain_of:
    - Dataset
    range: DiscouragedUse
  distribution_formats:
    name: distribution_formats
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: distribution_formats
    owner: Dataset
    domain_of:
    - Dataset
    range: DistributionFormat
  distribution_dates:
    name: distribution_dates
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: distribution_dates
    owner: Dataset
    domain_of:
    - Dataset
    range: DistributionDate
  license_and_use_terms:
    name: license_and_use_terms
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: license_and_use_terms
    owner: Dataset
    domain_of:
    - Dataset
    range: LicenseAndUseTerms
  ip_restrictions:
    name: ip_restrictions
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: ip_restrictions
    owner: Dataset
    domain_of:
    - Dataset
    range: IPRestrictions
  regulatory_restrictions:
    name: regulatory_restrictions
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: regulatory_restrictions
    owner: Dataset
    domain_of:
    - Dataset
    range: ExportControlRegulatoryRestrictions
  maintainers:
    name: maintainers
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: maintainers
    owner: Dataset
    domain_of:
    - Dataset
    range: Maintainer
  errata:
    name: errata
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: errata
    owner: Dataset
    domain_of:
    - Dataset
    range: Erratum
  updates:
    name: updates
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: updates
    owner: Dataset
    domain_of:
    - Dataset
    range: UpdatePlan
  retention_limit:
    name: retention_limit
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: retention_limit
    owner: Dataset
    domain_of:
    - Dataset
    range: RetentionLimits
  version_access:
    name: version_access
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: version_access
    owner: Dataset
    domain_of:
    - Dataset
    range: VersionAccess
  extension_mechanism:
    name: extension_mechanism
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: extension_mechanism
    owner: Dataset
    domain_of:
    - Dataset
    range: ExtensionMechanism
  is_deidentified:
    name: is_deidentified
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: is_deidentified
    owner: Dataset
    domain_of:
    - Dataset
    range: Deidentification
  is_tabular:
    name: is_tabular
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: is_tabular
    owner: Dataset
    domain_of:
    - Dataset
    range: string
  bytes:
    name: bytes
    description: Size of the data in bytes.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: dcat:byteSize
    alias: bytes
    owner: Dataset
    domain_of:
    - Dataset
    range: integer
  dialect:
    name: dialect
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: csvw:dialect
    alias: dialect
    owner: Dataset
    domain_of:
    - Dataset
    range: string
  encoding:
    name: encoding
    description: The encoding of the data. This is not the same as the media type.
      Rather, this is the encoding of the data in a more specific sense, e.g., UTF-8,
      ASCII, etc.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: encoding
    owner: Dataset
    domain_of:
    - Dataset
    range: EncodingEnum
  format:
    name: format
    description: The format of the data. This is not the same as the media type. Rather,
      this is the format of the data in a more specific sense, e.g., CSV, JSON, etc.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: dcterms:format
    alias: format
    owner: Dataset
    domain_of:
    - Dataset
    range: FormatEnum
  hash:
    name: hash
    description: The hash representation of the data, e.g., sha256, md5, etc. Subtypes
      have their own slots.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: hash
    owner: Dataset
    domain_of:
    - Dataset
    range: string
  md5:
    name: md5
    description: The md5 hash representation of the data.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    is_a: hash
    alias: md5
    owner: Dataset
    domain_of:
    - Dataset
    range: string
  media_type:
    name: media_type
    description: The media type of the data. This is not the same as the format. Rather,
      this is the media type of the data in a more general sense, e.g., text/csv,
      application/json, etc., though as it is defined here the media type can be any
      string.
    examples:
    - value: text/csv
    - value: application/json
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    exact_mappings:
    - frictionless:mediatype
    - schema:encodingFormat
    rank: 1000
    slot_uri: dcat:mediaType
    alias: media_type
    owner: Dataset
    domain_of:
    - Dataset
    range: string
  path:
    name: path
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    close_mappings:
    - frictionless:path
    rank: 1000
    alias: path
    owner: Dataset
    domain_of:
    - Dataset
    range: string
  sha256:
    name: sha256
    description: The sha256 hash representation of the data.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    is_a: hash
    alias: sha256
    owner: Dataset
    domain_of:
    - Dataset
    range: string
  compression:
    name: compression
    description: The compression format of the data. This is not the same as the media
      type. Rather, this is the compression format of the data in a more specific
      sense, e.g., zip, gzip, etc.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: compression
    owner: Dataset
    domain_of:
    - Information
    range: CompressionEnum
  conforms_to:
    name: conforms_to
    description: The standard to which the data conforms. This is not the same as
      the media type. Rather, this is the standard to which the data conforms in a
      more specific sense, e.g., frictionless, schema.org, etc.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: dcterms:conformsTo
    alias: conforms_to
    owner: Dataset
    domain_of:
    - Information
    range: uriorcurie
  conforms_to_class:
    name: conforms_to_class
    description: The class in the schema to which the data object instantiates.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    is_a: conforms_to
    alias: conforms_to_class
    owner: Dataset
    domain_of:
    - Information
    range: uriorcurie
  conforms_to_schema:
    name: conforms_to_schema
    description: The schema to which the data conforms. This is not the same as the
      media type. Rather, this is the schema to which the data conforms in a more
      specific sense, and even more specific than the general set of standards it
      conforms to.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    exact_mappings:
    - frictionless:schema
    rank: 1000
    is_a: conforms_to
    alias: conforms_to_schema
    owner: Dataset
    domain_of:
    - Information
    range: uriorcurie
  created_by:
    name: created_by
    description: Agent that created the element
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: pav:createdBy
    multivalued: true
    alias: created_by
    owner: Dataset
    domain_of:
    - Information
    range: string
  created_on:
    name: created_on
    description: Date and Time at which the element was created
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: pav:createdOn
    alias: created_on
    owner: Dataset
    domain_of:
    - Information
    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: Dataset
    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
  doi:
    name: doi
    description: The Digital Object Identifier of the data, with the doi prefix.
    examples:
    - value: doi:10.48550/arXiv.2310.03666
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: doi
    owner: Dataset
    domain_of:
    - Information
    range: uriorcurie
  download_url:
    name: download_url
    description: URL from which the data can be downloaded. This is not the same as
      the landing page, which is a page that describes the dataset. Rather, this URL
      points directly to the data itself.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    exact_mappings:
    - schema:url
    close_mappings:
    - frictionless:path
    rank: 1000
    slot_uri: dcat:downloadURL
    alias: download_url
    owner: Dataset
    domain_of:
    - Information
    range: uri
  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: Dataset
    domain_of:
    - NamedThing
    - Information
    range: string
    required: true
  issued:
    name: issued
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: dcterms:issued
    alias: issued
    owner: Dataset
    domain_of:
    - Information
    range: string
  keywords:
    name: keywords
    description: Keywords associated with the data. These may be provided by the data
      creator or assigned later in a manual or automated manner.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    exact_mappings:
    - schema:keywords
    rank: 1000
    singular_name: keyword
    slot_uri: dcat:keyword
    multivalued: true
    alias: keywords
    owner: Dataset
    domain_of:
    - Information
    range: string
  language:
    name: language
    description: language in which the information is expressed
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: language
    owner: Dataset
    domain_of:
    - Information
    range: string
  last_updated_on:
    name: last_updated_on
    description: Date and Time at which the element was last updated
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: pav:lastUpdatedOn
    alias: last_updated_on
    owner: Dataset
    domain_of:
    - Information
    range: string
  license:
    name: license
    description: license for the data
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    exact_mappings:
    - frictionless:licenses
    rank: 1000
    slot_uri: dcterms:license
    alias: license
    owner: Dataset
    domain_of:
    - Information
    - Software
    range: string
  modified_by:
    name: modified_by
    description: agent that modified the element
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: oslc:modifiedBy
    alias: modified_by
    owner: Dataset
    domain_of:
    - Information
    range: string
  page:
    name: page
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: dcat:landingPage
    alias: page
    owner: Dataset
    domain_of:
    - Information
    range: string
  publisher:
    name: publisher
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: dcterms:publisher
    alias: publisher
    owner: Dataset
    domain_of:
    - Information
    range: uriorcurie
  status:
    name: status
    description: Status of the element in terms of its maturity or life cycle
    examples:
    - value: bibo:draft
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: bibo:status
    alias: status
    owner: Dataset
    domain_of:
    - Information
    range: uriorcurie
  title:
    name: title
    description: the official title of the element
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: dcterms:title
    alias: title
    owner: Dataset
    domain_of:
    - Information
    range: string
  version:
    name: version
    description: particular version of schema
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    exact_mappings:
    - schema:version
    - dcterms:hasVersion
    rank: 1000
    slot_uri: pav:version
    alias: version
    owner: Dataset
    domain_of:
    - Information
    - Software
    range: string
  was_derived_from:
    name: was_derived_from
    description: A derivation is a transformation of an entity into another, an update
      of an entity resulting in a new one, or the construction of a new entity based
      on a pre-existing entity.@en
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: prov:wasDerivedFrom
    alias: was_derived_from
    owner: Dataset
    domain_of:
    - Information
    range: string
class_uri: dcat:Distribution