https://spdx.org/rdf/3.0.1/terms/Dataset/DatasetPackage
Specifies a data package and its associated information.
Focus nodes of this shape (dataset:DatasetPackage) can have the following properties:
| PROPERTY | DESCRIPTION | MIN | MAX | VALUE TYPE | OTHER CONSTRAINTS |
|---|---|---|---|---|---|
| dataset:anonymizationMethodUsed | Describes the anonymization methods used. | 0 | * | xsd:string sh:Literal |
|
| dataset:confidentialityLevel | Describes the confidentiality level of the data points contained in the dataset. | 0 | 1 | dataset:ConfidentialityLevelType sh:IRI |
sh:in
dataset:ConfidentialityLevelType/red, dataset:ConfidentialityLevelType/amber, dataset:ConfidentialityLevelType/green, dataset:ConfidentialityLevelType/clear
|
| dataset:dataCollectionProcess | Describes how the dataset was collected. | 0 | 1 | xsd:string sh:Literal |
|
| dataset:dataPreprocessing | Describes the preprocessing steps that were applied to the raw data to create the given dataset. | 0 | * | xsd:string sh:Literal |
|
| dataset:datasetAvailability | The field describes the availability of a dataset. | 0 | 1 | dataset:DatasetAvailabilityType sh:IRI |
sh:in
dataset:DatasetAvailabilityType/clickthrough, dataset:DatasetAvailabilityType/directDownload, dataset:DatasetAvailabilityType/query, dataset:DatasetAvailabilityType/registration, dataset:DatasetAvailabilityType/scrapingScript
|
| dataset:datasetNoise | Describes potentially noisy elements of the dataset. | 0 | 1 | xsd:string sh:Literal |
|
| dataset:datasetSize | Captures the size of the dataset. | 0 | 1 | xsd:nonNegativeInteger sh:Literal |
|
| dataset:datasetType | Describes the type of the given dataset. | 1 | * | dataset:DatasetType sh:IRI |
sh:in
dataset:DatasetType/audio, dataset:DatasetType/categorical, dataset:DatasetType/graph, dataset:DatasetType/image, dataset:DatasetType/noAssertion, dataset:DatasetType/numeric, dataset:DatasetType/other, dataset:DatasetType/sensor, dataset:DatasetType/structured, dataset:DatasetType/syntactic, dataset:DatasetType/text, dataset:DatasetType/timeseries, dataset:DatasetType/timestamp, dataset:DatasetType/video
|
| dataset:datasetUpdateMechanism | Describes a mechanism to update the dataset. | 0 | 1 | xsd:string sh:Literal |
|
| dataset:hasSensitivePersonalInformation | Describes if any sensitive personal information is present in the dataset. | 0 | 1 | core:PresenceType sh:IRI |
sh:in
core:PresenceType/yes, core:PresenceType/no, core:PresenceType/noAssertion
|
| dataset:intendedUse | Describes what the given dataset should be used for. | 0 | 1 | xsd:string sh:Literal |
|
| dataset:knownBias | Records the biases that the dataset is known to encompass. | 0 | * | xsd:string sh:Literal |
|
| dataset:sensor | Describes a sensor used for collecting the data. | 0 | * | core:DictionaryEntry sh:BlankNodeOrIRI |
@prefix core: <https://spdx.org/rdf/3.0.1/terms/Core/> .
@prefix dataset: <https://spdx.org/rdf/3.0.1/terms/Dataset/> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix sh: <http://www.w3.org/ns/shacl#> .
@prefix software: <https://spdx.org/rdf/3.0.1/terms/Software/> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
dataset:DatasetPackage a owl:Class,
sh:NodeShape ;
rdfs:comment "Specifies a data package and its associated information."@en ;
rdfs:subClassOf software:Package ;
sh:nodeKind sh:IRI ;
sh:property [ sh:datatype xsd:string ;
sh:nodeKind sh:Literal ;
sh:path dataset:anonymizationMethodUsed ],
[ sh:datatype xsd:string ;
sh:maxCount 1 ;
sh:nodeKind sh:Literal ;
sh:path dataset:datasetUpdateMechanism ],
[ sh:datatype xsd:string ;
sh:maxCount 1 ;
sh:nodeKind sh:Literal ;
sh:path dataset:dataCollectionProcess ],
[ sh:datatype xsd:string ;
sh:nodeKind sh:Literal ;
sh:path dataset:knownBias ],
[ sh:class core:DictionaryEntry ;
sh:nodeKind sh:BlankNodeOrIRI ;
sh:path dataset:sensor ],
[ sh:datatype xsd:string ;
sh:nodeKind sh:Literal ;
sh:path dataset:dataPreprocessing ],
[ sh:datatype xsd:string ;
sh:maxCount 1 ;
sh:nodeKind sh:Literal ;
sh:path dataset:intendedUse ],
[ sh:class dataset:ConfidentialityLevelType ;
sh:in ( <https://spdx.org/rdf/3.0.1/terms/Dataset/ConfidentialityLevelType/red> <https://spdx.org/rdf/3.0.1/terms/Dataset/ConfidentialityLevelType/amber> <https://spdx.org/rdf/3.0.1/terms/Dataset/ConfidentialityLevelType/green> <https://spdx.org/rdf/3.0.1/terms/Dataset/ConfidentialityLevelType/clear> ) ;
sh:maxCount 1 ;
sh:nodeKind sh:IRI ;
sh:path dataset:confidentialityLevel ],
[ sh:class dataset:DatasetAvailabilityType ;
sh:in ( <https://spdx.org/rdf/3.0.1/terms/Dataset/DatasetAvailabilityType/clickthrough> <https://spdx.org/rdf/3.0.1/terms/Dataset/DatasetAvailabilityType/directDownload> <https://spdx.org/rdf/3.0.1/terms/Dataset/DatasetAvailabilityType/query> <https://spdx.org/rdf/3.0.1/terms/Dataset/DatasetAvailabilityType/registration> <https://spdx.org/rdf/3.0.1/terms/Dataset/DatasetAvailabilityType/scrapingScript> ) ;
sh:maxCount 1 ;
sh:nodeKind sh:IRI ;
sh:path dataset:datasetAvailability ],
[ sh:class core:PresenceType ;
sh:in ( <https://spdx.org/rdf/3.0.1/terms/Core/PresenceType/yes> <https://spdx.org/rdf/3.0.1/terms/Core/PresenceType/no> <https://spdx.org/rdf/3.0.1/terms/Core/PresenceType/noAssertion> ) ;
sh:maxCount 1 ;
sh:nodeKind sh:IRI ;
sh:path dataset:hasSensitivePersonalInformation ],
[ sh:datatype xsd:string ;
sh:maxCount 1 ;
sh:nodeKind sh:Literal ;
sh:path dataset:datasetNoise ],
[ sh:datatype xsd:nonNegativeInteger ;
sh:maxCount 1 ;
sh:nodeKind sh:Literal ;
sh:path dataset:datasetSize ],
[ sh:class dataset:DatasetType ;
sh:in ( <https://spdx.org/rdf/3.0.1/terms/Dataset/DatasetType/audio> <https://spdx.org/rdf/3.0.1/terms/Dataset/DatasetType/categorical> <https://spdx.org/rdf/3.0.1/terms/Dataset/DatasetType/graph> <https://spdx.org/rdf/3.0.1/terms/Dataset/DatasetType/image> <https://spdx.org/rdf/3.0.1/terms/Dataset/DatasetType/noAssertion> <https://spdx.org/rdf/3.0.1/terms/Dataset/DatasetType/numeric> <https://spdx.org/rdf/3.0.1/terms/Dataset/DatasetType/other> <https://spdx.org/rdf/3.0.1/terms/Dataset/DatasetType/sensor> <https://spdx.org/rdf/3.0.1/terms/Dataset/DatasetType/structured> <https://spdx.org/rdf/3.0.1/terms/Dataset/DatasetType/syntactic> <https://spdx.org/rdf/3.0.1/terms/Dataset/DatasetType/text> <https://spdx.org/rdf/3.0.1/terms/Dataset/DatasetType/timeseries> <https://spdx.org/rdf/3.0.1/terms/Dataset/DatasetType/timestamp> <https://spdx.org/rdf/3.0.1/terms/Dataset/DatasetType/video> ) ;
sh:minCount 1 ;
sh:nodeKind sh:IRI ;
sh:path dataset:datasetType ] .