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Class: DataSubset

A subset of a dataset, likely containing multiple files of multiple potential purposes and properties.

URI: data_sheets_schema:DataSubset

classDiagram class DataSubset click DataSubset href "../DataSubset/" Dataset <|-- DataSubset click Dataset href "../Dataset/" DataSubset : acquisition_methods DataSubset --> "*" InstanceAcquisition : acquisition_methods click InstanceAcquisition href "../InstanceAcquisition/" DataSubset : addressing_gaps DataSubset --> "*" AddressingGap : addressing_gaps click AddressingGap href "../AddressingGap/" DataSubset : annotation_analyses DataSubset --> "*" AnnotationAnalysis : annotation_analyses click AnnotationAnalysis href "../AnnotationAnalysis/" DataSubset : anomalies DataSubset --> "*" DataAnomaly : anomalies click DataAnomaly href "../DataAnomaly/" DataSubset : bytes DataSubset : citation DataSubset : cleaning_strategies DataSubset --> "*" CleaningStrategy : cleaning_strategies click CleaningStrategy href "../CleaningStrategy/" DataSubset : collection_mechanisms DataSubset --> "*" CollectionMechanism : collection_mechanisms click CollectionMechanism href "../CollectionMechanism/" DataSubset : collection_timeframes DataSubset --> "*" CollectionTimeframe : collection_timeframes click CollectionTimeframe href "../CollectionTimeframe/" DataSubset : compression DataSubset --> "0..1" CompressionEnum : compression click CompressionEnum href "../CompressionEnum/" DataSubset : confidential_elements DataSubset --> "*" Confidentiality : confidential_elements click Confidentiality href "../Confidentiality/" DataSubset : conforms_to DataSubset : conforms_to_class DataSubset : conforms_to_schema DataSubset : content_warnings DataSubset --> "*" ContentWarning : content_warnings click ContentWarning href "../ContentWarning/" DataSubset : created_by DataSubset : created_on DataSubset : creators DataSubset --> "*" Creator : creators click Creator href "../Creator/" DataSubset : data_collectors DataSubset --> "*" DataCollector : data_collectors click DataCollector href "../DataCollector/" DataSubset : data_protection_impacts DataSubset --> "*" DataProtectionImpact : data_protection_impacts click DataProtectionImpact href "../DataProtectionImpact/" DataSubset : description DataSubset : dialect DataSubset : discouraged_uses DataSubset --> "*" DiscouragedUse : discouraged_uses click DiscouragedUse href "../DiscouragedUse/" DataSubset : distribution_dates DataSubset --> "*" DistributionDate : distribution_dates click DistributionDate href "../DistributionDate/" DataSubset : distribution_formats DataSubset --> "*" DistributionFormat : distribution_formats click DistributionFormat href "../DistributionFormat/" DataSubset : doi DataSubset : download_url DataSubset : encoding DataSubset --> "0..1" EncodingEnum : encoding click EncodingEnum href "../EncodingEnum/" DataSubset : errata DataSubset --> "*" Erratum : errata click Erratum href "../Erratum/" DataSubset : ethical_reviews DataSubset --> "*" EthicalReview : ethical_reviews click EthicalReview href "../EthicalReview/" DataSubset : existing_uses DataSubset --> "*" ExistingUse : existing_uses click ExistingUse href "../ExistingUse/" DataSubset : extension_mechanism DataSubset --> "0..1" ExtensionMechanism : extension_mechanism click ExtensionMechanism href "../ExtensionMechanism/" DataSubset : external_resources DataSubset --> "*" ExternalResource : external_resources click ExternalResource href "../ExternalResource/" DataSubset : format DataSubset --> "0..1" FormatEnum : format click FormatEnum href "../FormatEnum/" DataSubset : funders DataSubset --> "*" FundingMechanism : funders click FundingMechanism href "../FundingMechanism/" DataSubset : future_use_impacts DataSubset --> "*" FutureUseImpact : future_use_impacts click FutureUseImpact href "../FutureUseImpact/" DataSubset : hash DataSubset : human_subject_research DataSubset --> "0..1" HumanSubjectResearch : human_subject_research click HumanSubjectResearch href "../HumanSubjectResearch/" DataSubset : id DataSubset : imputation_protocols DataSubset --> "*" ImputationProtocol : imputation_protocols click ImputationProtocol href "../ImputationProtocol/" DataSubset : informed_consent DataSubset --> "*" InformedConsent : informed_consent click InformedConsent href "../InformedConsent/" DataSubset : instances DataSubset --> "*" Instance : instances click Instance href "../Instance/" DataSubset : intended_uses DataSubset --> "*" IntendedUse : intended_uses click IntendedUse href "../IntendedUse/" DataSubset : ip_restrictions DataSubset --> "0..1" IPRestrictions : ip_restrictions click IPRestrictions href "../IPRestrictions/" DataSubset : is_data_split DataSubset : is_deidentified DataSubset --> "0..1" Deidentification : is_deidentified click Deidentification href "../Deidentification/" DataSubset : is_subpopulation DataSubset : is_tabular DataSubset : issued DataSubset : keywords DataSubset : known_biases DataSubset --> "*" DatasetBias : known_biases click DatasetBias href "../DatasetBias/" DataSubset : known_limitations DataSubset --> "*" DatasetLimitation : known_limitations click DatasetLimitation href "../DatasetLimitation/" DataSubset : labeling_strategies DataSubset --> "*" LabelingStrategy : labeling_strategies click LabelingStrategy href "../LabelingStrategy/" DataSubset : language DataSubset : last_updated_on DataSubset : license DataSubset : license_and_use_terms DataSubset --> "0..1" LicenseAndUseTerms : license_and_use_terms click LicenseAndUseTerms href "../LicenseAndUseTerms/" DataSubset : machine_annotation_tools DataSubset --> "*" MachineAnnotationTools : machine_annotation_tools click MachineAnnotationTools href "../MachineAnnotationTools/" DataSubset : maintainers DataSubset --> "*" Maintainer : maintainers click Maintainer href "../Maintainer/" DataSubset : md5 DataSubset : media_type DataSubset --> "0..1" MediaTypeEnum : media_type click MediaTypeEnum href "../MediaTypeEnum/" DataSubset : missing_data_documentation DataSubset --> "*" MissingDataDocumentation : missing_data_documentation click MissingDataDocumentation href "../MissingDataDocumentation/" DataSubset : modified_by DataSubset : name DataSubset : other_tasks DataSubset --> "*" OtherTask : other_tasks click OtherTask href "../OtherTask/" DataSubset : page DataSubset : parent_datasets DataSubset --> "*" Dataset : parent_datasets click Dataset href "../Dataset/" DataSubset : participant_compensation DataSubset --> "0..1" HumanSubjectCompensation : participant_compensation click HumanSubjectCompensation href "../HumanSubjectCompensation/" DataSubset : participant_privacy DataSubset --> "*" ParticipantPrivacy : participant_privacy click ParticipantPrivacy href "../ParticipantPrivacy/" DataSubset : path DataSubset : preprocessing_strategies DataSubset --> "*" PreprocessingStrategy : preprocessing_strategies click PreprocessingStrategy href "../PreprocessingStrategy/" DataSubset : prohibited_uses DataSubset --> "*" ProhibitedUse : prohibited_uses click ProhibitedUse href "../ProhibitedUse/" DataSubset : publisher DataSubset : purposes DataSubset --> "*" Purpose : purposes click Purpose href "../Purpose/" DataSubset : raw_data_sources DataSubset --> "*" RawDataSource : raw_data_sources click RawDataSource href "../RawDataSource/" DataSubset : raw_sources DataSubset --> "*" RawData : raw_sources click RawData href "../RawData/" DataSubset : regulatory_restrictions DataSubset --> "0..1" ExportControlRegulatoryRestrictions : regulatory_restrictions click ExportControlRegulatoryRestrictions href "../ExportControlRegulatoryRestrictions/" DataSubset : related_datasets DataSubset --> "*" DatasetRelationship : related_datasets click DatasetRelationship href "../DatasetRelationship/" DataSubset : resources DataSubset --> "*" Dataset : resources click Dataset href "../Dataset/" DataSubset : retention_limit DataSubset --> "0..1" RetentionLimits : retention_limit click RetentionLimits href "../RetentionLimits/" DataSubset : sampling_strategies DataSubset --> "*" SamplingStrategy : sampling_strategies click SamplingStrategy href "../SamplingStrategy/" DataSubset : sensitive_elements DataSubset --> "*" SensitiveElement : sensitive_elements click SensitiveElement href "../SensitiveElement/" DataSubset : sha256 DataSubset : status DataSubset : subpopulations DataSubset --> "*" Subpopulation : subpopulations click Subpopulation href "../Subpopulation/" DataSubset : subsets DataSubset --> "*" DataSubset : subsets click DataSubset href "../DataSubset/" DataSubset : tasks DataSubset --> "*" Task : tasks click Task href "../Task/" DataSubset : title DataSubset : updates DataSubset --> "0..1" UpdatePlan : updates click UpdatePlan href "../UpdatePlan/" DataSubset : use_repository DataSubset --> "*" UseRepository : use_repository click UseRepository href "../UseRepository/" DataSubset : variables DataSubset --> "*" VariableMetadata : variables click VariableMetadata href "../VariableMetadata/" DataSubset : version DataSubset : version_access DataSubset --> "0..1" VersionAccess : version_access click VersionAccess href "../VersionAccess/" DataSubset : vulnerable_populations DataSubset --> "0..1" VulnerablePopulations : vulnerable_populations click VulnerablePopulations href "../VulnerablePopulations/" DataSubset : was_derived_from

Inheritance

Slots

Name Cardinality and Range Description Inheritance
is_data_split 0..1
Boolean		 Is this subset a split of the larger dataset, e direct
is_subpopulation 0..1
Boolean		 Is this subset a subpopulation of the larger dataset, e direct
bytes 0..1
Integer		 Size of the data in bytes Dataset
dialect 0..1
String		 Dataset
encoding 0..1
EncodingEnum		 the character encoding of the data Dataset
format 0..1
FormatEnum		 The file format, physical medium, or dimensions of a resource Dataset
hash 0..1
String		 hash of the data Dataset
md5 0..1
String		 md5 hash of the data Dataset
media_type 0..1
MediaTypeEnum		 The media type of the data Dataset
path 0..1
String		 Dataset
sha256 0..1
String		 sha256 hash of the data Dataset
external_resources *
ExternalResource		 Links or identifiers for external resources Dataset
resources *
Dataset		 Sub-resources or component datasets that are part of this dataset Dataset
purposes *
Purpose		 Dataset
tasks *
Task		 Dataset
addressing_gaps *
AddressingGap		 Dataset
creators *
Creator		 Dataset
funders *
FundingMechanism		 Dataset
subsets *
DataSubset		 Dataset
instances *
Instance		 Dataset
anomalies *
DataAnomaly		 Dataset
known_biases *
DatasetBias		 Known biases present in the dataset that may affect fairness, representativen... Dataset
known_limitations *
DatasetLimitation		 Known limitations of the dataset that may affect its use or interpretation Dataset
confidential_elements *
Confidentiality		 Dataset
content_warnings *
ContentWarning		 Dataset
subpopulations *
Subpopulation		 Dataset
sensitive_elements *
SensitiveElement		 Dataset
acquisition_methods *
InstanceAcquisition		 Dataset
collection_mechanisms *
CollectionMechanism		 Dataset
sampling_strategies *
SamplingStrategy		 Dataset
data_collectors *
DataCollector		 Dataset
collection_timeframes *
CollectionTimeframe		 Dataset
missing_data_documentation *
MissingDataDocumentation		 Documentation of missing data patterns and handling strategies Dataset
raw_data_sources *
RawDataSource		 Description of raw data sources before preprocessing Dataset
ethical_reviews *
EthicalReview		 Dataset
data_protection_impacts *
DataProtectionImpact		 Dataset
human_subject_research 0..1
HumanSubjectResearch		 Information about whether dataset involves human subjects research, including... Dataset
informed_consent *
InformedConsent		 Details about informed consent procedures, including consent type, documentat... Dataset
participant_privacy *
ParticipantPrivacy		 Privacy protections and anonymization procedures for human research participa... Dataset
participant_compensation 0..1
HumanSubjectCompensation		 Compensation or incentives provided to human research participants Dataset
vulnerable_populations 0..1
VulnerablePopulations		 Information about protections for vulnerable populations (e Dataset
preprocessing_strategies *
PreprocessingStrategy		 Dataset
cleaning_strategies *
CleaningStrategy		 Dataset
labeling_strategies *
LabelingStrategy		 Dataset
raw_sources *
RawData		 Dataset
imputation_protocols *
ImputationProtocol		 Data imputation methodology and techniques Dataset
annotation_analyses *
AnnotationAnalysis		 Analysis of annotation quality and inter-annotator agreement Dataset
machine_annotation_tools *
MachineAnnotationTools		 Automated annotation tools used in dataset creation Dataset
existing_uses *
ExistingUse		 Dataset
use_repository *
UseRepository		 Dataset
other_tasks *
OtherTask		 Dataset
future_use_impacts *
FutureUseImpact		 Dataset
discouraged_uses *
DiscouragedUse		 Dataset
intended_uses *
IntendedUse		 Explicit intended and recommended uses for this dataset Dataset
prohibited_uses *
ProhibitedUse		 Explicitly prohibited or forbidden uses for this dataset Dataset
distribution_formats *
DistributionFormat		 Dataset
distribution_dates *
DistributionDate		 Dataset
license_and_use_terms 0..1
LicenseAndUseTerms		 Dataset
ip_restrictions 0..1
IPRestrictions		 Dataset
regulatory_restrictions 0..1
ExportControlRegulatoryRestrictions		 Dataset
maintainers *
Maintainer		 Dataset
errata *
Erratum		 Dataset
updates 0..1
UpdatePlan		 Dataset
retention_limit 0..1
RetentionLimits		 Dataset
version_access 0..1
VersionAccess		 Dataset
extension_mechanism 0..1
ExtensionMechanism		 Dataset
variables *
VariableMetadata		 Metadata describing individual variables, fields, or columns in the dataset Dataset
is_deidentified 0..1
Deidentification		 Dataset
is_tabular 0..1
Boolean		 Dataset
citation 0..1
String		 Recommended citation for this dataset in DataCite or BibTeX format Dataset
parent_datasets *
Dataset		 Parent datasets that this dataset is part of or derived from Dataset
related_datasets *
DatasetRelationship		 Related datasets with typed relationships (e Dataset
compression 0..1
CompressionEnum		 compression format used, if any Information
conforms_to 0..1
String		 Information
conforms_to_class 0..1
String		 Information
conforms_to_schema 0..1
String		 Information
created_by 0..1
String		 Information
created_on 0..1
Datetime		 Information
doi 0..1
String		 digital object identifier Information
download_url 0..1
Uri		 URL from which the data can be downloaded Information
issued 0..1
Datetime		 Information
keywords *
String		 Information
language 0..1
String		 language in which the information is expressed Information
last_updated_on 0..1
Datetime		 Information
license 0..1
String		 Information
modified_by 0..1
String		 Information
page 0..1
String		 Information
publisher 0..1
Uriorcurie		 Information
status 0..1
String		 Information
title 0..1
String		 the official title of the element Information
version 0..1
String		 Information
was_derived_from 0..1
String		 Information
id 1
Uriorcurie		 A unique identifier for a thing NamedThing
name 0..1
String		 A human-readable name for a thing NamedThing
description 0..1
String		 A human-readable description for a thing NamedThing

Usages

used by used in type used
Dataset subsets range DataSubset
DataSubset subsets range DataSubset

Identifier and Mapping Information

Schema Source

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

Mappings

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

LinkML Source

Direct

name: DataSubset
description: A subset of a dataset, likely containing multiple files of multiple potential
  purposes and properties.
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: Dataset
attributes:
  is_data_split:
    name: is_data_split
    description: Is this subset a split of the larger dataset, e.g., is it a set for
      model training, testing, or validation?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    domain_of:
    - DataSubset
    range: boolean
  is_subpopulation:
    name: is_subpopulation
    description: Is this subset a subpopulation of the larger dataset, e.g., is it
      a set of data for a specific demographic?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    domain_of:
    - DataSubset
    range: boolean

Induced

name: DataSubset
description: A subset of a dataset, likely containing multiple files of multiple potential
  purposes and properties.
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: Dataset
attributes:
  is_data_split:
    name: is_data_split
    description: Is this subset a split of the larger dataset, e.g., is it a set for
      model training, testing, or validation?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: is_data_split
    owner: DataSubset
    domain_of:
    - DataSubset
    range: boolean
  is_subpopulation:
    name: is_subpopulation
    description: Is this subset a subpopulation of the larger dataset, e.g., is it
      a set of data for a specific demographic?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: is_subpopulation
    owner: DataSubset
    domain_of:
    - DataSubset
    range: boolean
  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: DataSubset
    domain_of:
    - Dataset
    range: integer
  dialect:
    name: dialect
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: dialect
    owner: DataSubset
    domain_of:
    - Dataset
    range: string
  encoding:
    name: encoding
    description: the character encoding of the data
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: dcat:mediaType
    alias: encoding
    owner: DataSubset
    domain_of:
    - Dataset
    range: EncodingEnum
  format:
    name: format
    description: The file format, physical medium, or dimensions of a resource. This
      should be a file extension or MIME type.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: dcterms:format
    alias: format
    owner: DataSubset
    domain_of:
    - Dataset
    range: FormatEnum
  hash:
    name: hash
    description: hash of the data
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: dcterms:identifier
    alias: hash
    owner: DataSubset
    domain_of:
    - Dataset
    range: string
  md5:
    name: md5
    description: md5 hash of the data
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: dcterms:identifier
    alias: md5
    owner: DataSubset
    domain_of:
    - Dataset
    range: string
  media_type:
    name: media_type
    description: The media type of the data. This should be a MIME type.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    exact_mappings:
    - schema:encodingFormat
    rank: 1000
    slot_uri: dcat:mediaType
    alias: media_type
    owner: DataSubset
    domain_of:
    - Dataset
    range: MediaTypeEnum
  path:
    name: path
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: schema:contentUrl
    alias: path
    owner: DataSubset
    domain_of:
    - Dataset
    range: string
  sha256:
    name: sha256
    description: sha256 hash of the data
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: dcterms:identifier
    alias: sha256
    owner: DataSubset
    domain_of:
    - Dataset
    range: string
  external_resources:
    name: external_resources
    description: Links or identifiers for external resources. Can be used either as
      a list of ExternalResource objects (in Dataset) or as a list of URL strings
      (within ExternalResource class).
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: dcterms:references
    alias: external_resources
    owner: DataSubset
    domain_of:
    - Dataset
    - ExternalResource
    range: ExternalResource
    multivalued: true
    inlined_as_list: true
  resources:
    name: resources
    description: Sub-resources or component datasets that are part of this dataset.
      Allows datasets to contain nested resource structures.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: resources
    owner: DataSubset
    domain_of:
    - DatasetCollection
    - Dataset
    range: Dataset
    multivalued: true
    inlined_as_list: true
  purposes:
    name: purposes
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: purposes
    owner: DataSubset
    domain_of:
    - Dataset
    range: Purpose
    multivalued: true
    inlined: true
    inlined_as_list: true
  tasks:
    name: tasks
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: tasks
    owner: DataSubset
    domain_of:
    - Dataset
    range: Task
    multivalued: true
    inlined: true
    inlined_as_list: true
  addressing_gaps:
    name: addressing_gaps
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: addressing_gaps
    owner: DataSubset
    domain_of:
    - Dataset
    range: AddressingGap
    multivalued: true
    inlined: true
    inlined_as_list: true
  creators:
    name: creators
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: creators
    owner: DataSubset
    domain_of:
    - Dataset
    range: Creator
    multivalued: true
    inlined: true
    inlined_as_list: true
  funders:
    name: funders
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: funders
    owner: DataSubset
    domain_of:
    - Dataset
    range: FundingMechanism
    multivalued: true
    inlined: true
    inlined_as_list: true
  subsets:
    name: subsets
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    exact_mappings:
    - schema:distribution
    rank: 1000
    slot_uri: dcat:distribution
    alias: subsets
    owner: DataSubset
    domain_of:
    - Dataset
    range: DataSubset
    multivalued: true
    inlined: true
    inlined_as_list: true
  instances:
    name: instances
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: instances
    owner: DataSubset
    domain_of:
    - Dataset
    range: Instance
    multivalued: true
    inlined: true
    inlined_as_list: true
  anomalies:
    name: anomalies
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: anomalies
    owner: DataSubset
    domain_of:
    - Dataset
    range: DataAnomaly
    multivalued: true
    inlined: true
    inlined_as_list: true
  known_biases:
    name: known_biases
    description: Known biases present in the dataset that may affect fairness, representativeness,
      or model performance. Uses BiasTypeEnum for standardized bias categorization
      mapped to the AI Ontology (AIO).
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: known_biases
    owner: DataSubset
    domain_of:
    - Dataset
    range: DatasetBias
    multivalued: true
    inlined: true
    inlined_as_list: true
  known_limitations:
    name: known_limitations
    description: Known limitations of the dataset that may affect its use or interpretation.
      Distinct from biases (systematic errors) and anomalies (data quality issues).
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: known_limitations
    owner: DataSubset
    domain_of:
    - Dataset
    range: DatasetLimitation
    multivalued: true
    inlined: true
    inlined_as_list: true
  confidential_elements:
    name: confidential_elements
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: confidential_elements
    owner: DataSubset
    domain_of:
    - Dataset
    range: Confidentiality
    multivalued: true
    inlined: true
    inlined_as_list: true
  content_warnings:
    name: content_warnings
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: content_warnings
    owner: DataSubset
    domain_of:
    - Dataset
    range: ContentWarning
    multivalued: true
    inlined: true
    inlined_as_list: true
  subpopulations:
    name: subpopulations
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: subpopulations
    owner: DataSubset
    domain_of:
    - Dataset
    range: Subpopulation
    multivalued: true
    inlined: true
    inlined_as_list: true
  sensitive_elements:
    name: sensitive_elements
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: sensitive_elements
    owner: DataSubset
    domain_of:
    - Dataset
    range: SensitiveElement
    multivalued: true
    inlined: true
    inlined_as_list: true
  acquisition_methods:
    name: acquisition_methods
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: acquisition_methods
    owner: DataSubset
    domain_of:
    - Dataset
    range: InstanceAcquisition
    multivalued: true
    inlined: true
    inlined_as_list: true
  collection_mechanisms:
    name: collection_mechanisms
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: collection_mechanisms
    owner: DataSubset
    domain_of:
    - Dataset
    range: CollectionMechanism
    multivalued: true
    inlined: true
    inlined_as_list: true
  sampling_strategies:
    name: sampling_strategies
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: sampling_strategies
    owner: DataSubset
    domain_of:
    - Dataset
    - Instance
    range: SamplingStrategy
    multivalued: true
    inlined: true
    inlined_as_list: true
  data_collectors:
    name: data_collectors
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: data_collectors
    owner: DataSubset
    domain_of:
    - Dataset
    range: DataCollector
    multivalued: true
    inlined: true
    inlined_as_list: true
  collection_timeframes:
    name: collection_timeframes
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: collection_timeframes
    owner: DataSubset
    domain_of:
    - Dataset
    range: CollectionTimeframe
    multivalued: true
    inlined: true
    inlined_as_list: true
  missing_data_documentation:
    name: missing_data_documentation
    description: Documentation of missing data patterns and handling strategies.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
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    rank: 1000
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    rank: 1000
    alias: ethical_reviews
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    inlined_as_list: true
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    alias: data_protection_impacts
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    domain_of:
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    domain_of:
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    rank: 1000
    alias: informed_consent
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    inlined: true
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    domain_of:
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    inlined: true
    inlined_as_list: true
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    rank: 1000
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    rank: 1000
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    inlined: true
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    inlined: true
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    inlined: true
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    alias: distribution_dates
    owner: DataSubset
    domain_of:
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    range: DistributionDate
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    inlined: true
    inlined_as_list: true
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    rank: 1000
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    rank: 1000
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    owner: DataSubset
    domain_of:
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    range: IPRestrictions
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    rank: 1000
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    domain_of:
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    rank: 1000
    alias: maintainers
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    inlined: true
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    rank: 1000
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    owner: DataSubset
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    range: Erratum
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    inlined: true
    inlined_as_list: true
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    rank: 1000
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    range: UpdatePlan
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    inlined: true
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    slot_uri: schema:isPartOf
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    inlined: true
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    rank: 1000
    alias: related_datasets
    owner: DataSubset
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    range: DatasetRelationship
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    range: CompressionEnum
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    range: datetime
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    description: the official title of the element
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    range: string
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    rank: 1000
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    alias: id
    owner: DataSubset
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    rank: 1000
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    description: A human-readable description for a thing.
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    rank: 1000
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