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Class: Instance

What do the instances that comprise the dataset represent (e.g., documents, photos, people, countries)?

URI: data_sheets_schema:Instance

classDiagram class Instance DatasetProperty <|-- Instance Instance : category Instance : contribution_date Instance : contributor_github_name Instance : contributor_name Instance : contributor_orcid Instance : counts Instance : data_substrate Instance : data_topic Instance : description Instance : id Instance : instance_type Instance : label Instance : label_description Instance : missing_information Instance --|> MissingInfo : missing_information Instance : name Instance : related_to Instance --|> NamedThing : related_to Instance : sampling_strategies Instance --|> SamplingStrategy : sampling_strategies Instance : subclass_of Instance --|> NamedThing : subclass_of Instance : used_software Instance --|> Software : used_software

Inheritance

Slots

Name Cardinality and Range Description Inheritance
data_topic 0..1
Uriorcurie		 What general topic does the data represent? This should be one of the Bridge2... direct
instance_type 0..1
String		 Are there multiple types of instances (e direct
data_substrate 0..1
Uriorcurie		 What data does each instance consist of? “Raw” data (e direct
counts 0..1
Integer		 How many instances are there in total (of each type, if appropriate)? direct
label 0..1
Boolean		 Is there a label or target associated with each instance? direct
label_description 0..1
String		 If there is a label or target associated with each instance, what pattern or ... direct
sampling_strategies 0..*
SamplingStrategy		 direct
missing_information 0..*
MissingInfo		 direct
used_software 0..*
Software		 What software was used as part of this dataset property? DatasetProperty
id 1..1
Uriorcurie		 A unique identifier for a thing NamedThing
category 0..1
CategoryType		 Name of the high level ontology class in which this entity is categorized 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
subclass_of 0..*
NamedThing		 Holds between two classes where the domain class is a specialization of the r... NamedThing
related_to 0..*
NamedThing		 A relationship that is asserted between two named things NamedThing
contributor_name 0..1
String		 The name of the person who added this node NamedThing
contributor_github_name 0..1
String		 The name of the github user who added this node NamedThing
contributor_orcid 0..1
Uriorcurie		 The ORCiD of the person who added this node NamedThing
contribution_date 0..1
Date		 The date on which the node was added NamedThing

Usages

used by used in type used
Dataset instances range Instance
DataSubset instances range Instance

Identifier and Mapping Information

Schema Source

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

Mappings

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

LinkML Source

Direct

name: Instance
description: What do the instances that comprise the dataset represent (e.g., documents,
  photos, people, countries)?
in_subset:
- Composition
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: DatasetProperty
attributes:
  data_topic:
    name: data_topic
    description: What general topic does the data represent? This should be one of
      the Bridge2AI standards data topics, e.g., B2AI_TOPIC:26
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    values_from:
    - B2AI_TOPIC
    range: uriorcurie
  instance_type:
    name: instance_type
    description: Are there multiple types of instances (e.g., movies, users, and ratings;
      people and interactions between them; nodes and edges)?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    range: string
  data_substrate:
    name: data_substrate
    description: What data does each instance consist of? “Raw” data (e.g., unprocessed
      text or images) or features? This should be one of the Bridge2AI standards data
      substrates, e.g., B2AI_SUBSTRATE:6
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    values_from:
    - B2AI_SUBSTRATE
    range: uriorcurie
  counts:
    name: counts
    description: How many instances are there in total (of each type, if appropriate)?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    range: integer
  label:
    name: label
    description: Is there a label or target associated with each instance?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    range: boolean
  label_description:
    name: label_description
    description: If there is a label or target associated with each instance, what
      pattern or format does it follow?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    range: string
  sampling_strategies:
    name: sampling_strategies
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    multivalued: true
    range: SamplingStrategy
  missing_information:
    name: missing_information
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    range: MissingInfo

Induced

name: Instance
description: What do the instances that comprise the dataset represent (e.g., documents,
  photos, people, countries)?
in_subset:
- Composition
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
is_a: DatasetProperty
attributes:
  data_topic:
    name: data_topic
    description: What general topic does the data represent? This should be one of
      the Bridge2AI standards data topics, e.g., B2AI_TOPIC:26
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    values_from:
    - B2AI_TOPIC
    alias: data_topic
    owner: Instance
    domain_of:
    - Instance
    range: uriorcurie
  instance_type:
    name: instance_type
    description: Are there multiple types of instances (e.g., movies, users, and ratings;
      people and interactions between them; nodes and edges)?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: instance_type
    owner: Instance
    domain_of:
    - Instance
    range: string
  data_substrate:
    name: data_substrate
    description: What data does each instance consist of? “Raw” data (e.g., unprocessed
      text or images) or features? This should be one of the Bridge2AI standards data
      substrates, e.g., B2AI_SUBSTRATE:6
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    values_from:
    - B2AI_SUBSTRATE
    alias: data_substrate
    owner: Instance
    domain_of:
    - Instance
    range: uriorcurie
  counts:
    name: counts
    description: How many instances are there in total (of each type, if appropriate)?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: counts
    owner: Instance
    domain_of:
    - Instance
    range: integer
  label:
    name: label
    description: Is there a label or target associated with each instance?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: label
    owner: Instance
    domain_of:
    - Instance
    range: boolean
  label_description:
    name: label_description
    description: If there is a label or target associated with each instance, what
      pattern or format does it follow?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    alias: label_description
    owner: Instance
    domain_of:
    - Instance
    range: string
  sampling_strategies:
    name: sampling_strategies
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    multivalued: true
    alias: sampling_strategies
    owner: Instance
    domain_of:
    - Dataset
    - Instance
    range: SamplingStrategy
  missing_information:
    name: missing_information
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    multivalued: true
    alias: missing_information
    owner: Instance
    domain_of:
    - Instance
    range: MissingInfo
  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: Instance
    domain_of:
    - DatasetProperty
    range: Software
  id:
    name: id
    description: A unique identifier for a thing.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: schema:identifier
    identifier: true
    alias: id
    owner: Instance
    domain_of:
    - Information
    - FormatDialect
    - NamedThing
    range: uriorcurie
    required: true
  category:
    name: category
    description: Name of the high level ontology class in which this entity is categorized.
      Corresponds to the label for the entity type class, e.g., "BiomedicalStandard".
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    is_a: type
    domain: NamedThing
    designates_type: true
    alias: category
    owner: Instance
    domain_of:
    - NamedThing
    range: category_type
  name:
    name: name
    description: A human-readable name for a thing.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: schema:name
    alias: name
    owner: Instance
    domain_of:
    - NamedThing
    range: string
  description:
    name: description
    description: A human-readable description for a thing.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    slot_uri: schema:description
    alias: description
    owner: Instance
    domain_of:
    - 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
    - NamedThing
    range: string
  subclass_of:
    name: subclass_of
    description: Holds between two classes where the domain class is a specialization
      of the range class.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    exact_mappings:
    - rdfs:subClassOf
    - MESH:isa
    narrow_mappings:
    - rdfs:subPropertyOf
    rank: 1000
    is_a: related_to
    domain: NamedThing
    multivalued: true
    inherited: true
    alias: subclass_of
    owner: Instance
    domain_of:
    - NamedThing
    range: NamedThing
  related_to:
    name: related_to
    description: A relationship that is asserted between two named things.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    domain: NamedThing
    multivalued: true
    inherited: true
    alias: related_to
    owner: Instance
    domain_of:
    - Organization
    - NamedThing
    symmetric: true
    range: NamedThing
  contributor_name:
    name: contributor_name
    description: The name of the person who added this node.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    is_a: node_property
    domain: NamedThing
    alias: contributor_name
    owner: Instance
    domain_of:
    - NamedThing
    range: string
  contributor_github_name:
    name: contributor_github_name
    description: The name of the github user who added this node.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    is_a: node_property
    domain: NamedThing
    alias: contributor_github_name
    owner: Instance
    domain_of:
    - NamedThing
    range: string
  contributor_orcid:
    name: contributor_orcid
    description: The ORCiD of the person who added this node.
    examples:
    - value: ORCID:0000-0001-1234-5678
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    is_a: node_property
    domain: NamedThing
    alias: contributor_orcid
    owner: Instance
    domain_of:
    - NamedThing
    range: uriorcurie
  contribution_date:
    name: contribution_date
    description: The date on which the node was added.
    examples:
    - value: '2023-03-20'
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema
    rank: 1000
    is_a: node_property
    domain: NamedThing
    alias: contribution_date
    owner: Instance
    domain_of:
    - NamedThing
    range: date