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Slot: description

URI: data_sheets_schema:description Alias: description

Applicable Classes

Name Description Modifies Slot
Person An individual human being no
SamplingStrategy Does the dataset contain all possible instances, or is it a sample (not neces... no
DistributionFormat How will the dataset be distributed (e no
RawDataSource Description of raw data sources before preprocessing, cleaning, or labeling no
CollectionTimeframe Over what timeframe was the data collected, and does this timeframe match the... no
VariableMetadata Metadata describing an individual variable, field, or column in a dataset no
DataSubset A subset of a dataset, likely containing multiple files of multiple potential... no
UseRepository Is there a repository that links to any or all papers or systems that use the... no
Organization Represents a group or organization no
Confidentiality Does the dataset contain data that might be confidential (e no
DataCollector Who was involved in the data collection (e no
DataProtectionImpact Has an analysis of the potential impact of the dataset and its use on data su... no
ExistingUse Has the dataset been used for any tasks already? no
NamedThing A generic grouping for any identifiable entity no
Subpopulation Does the dataset identify any subpopulations (e no
UpdatePlan Will the dataset be updated (e no
Information Grouping for datasets and data files no
FundingMechanism Who funded the creation of the dataset? If there is an associated grant, plea... no
Splits Are there recommended data splits (e no
ExternalResource Is the dataset self-contained or does it rely on external resources (e no
InstanceAcquisition Describes how data associated with each instance was acquired (e no
DirectCollection Indicates whether the data was collected directly from the individuals in que... no
DatasetProperty Represents a single property of a dataset, or a set of related properties no
MissingDataDocumentation Documentation of missing data in the dataset, including patterns, causes, and... no
LabelingStrategy Was any labeling of the data done (e no
RawData Was the "raw" data saved in addition to the preprocessed/cleaned/labeled data... no
DiscouragedUse Are there tasks for which the dataset should not be used? no
ThirdPartySharing Will the dataset be distributed to third parties outside of the entity (e no
Erratum Is there an erratum? If so, please provide a link or other access point no
ExtensionMechanism If others want to extend/augment/build on/contribute to the dataset, is there... no
EthicalReview Were any ethical or compliance review processes conducted (e no
InformedConsent Details about informed consent procedures used in human subjects research no
CollectionConsent Did the individuals in question consent to the collection and use of their da... no
Deidentification Is it possible to identify individuals in the dataset, either directly or ind... no
ContentWarning Does the dataset contain any data that might be offensive, insulting, threate... no
ImputationProtocol Description of data imputation methodology, including techniques used to hand... no
VulnerablePopulations Information about protections for vulnerable populations in human subjects re... no
Creator Who created the dataset (e no
DatasetLimitation Documents known limitations of the dataset that may affect its use or interpr... no
ProhibitedUse Explicit statement of prohibited or forbidden uses for this dataset no
ConsentRevocation If consent was obtained, were the consenting individuals provided with a mech... no
SensitiveElement Does the dataset contain data that might be considered sensitive (e no
IntendedUse Explicit statement of intended uses for this dataset no
VersionAccess Will older versions of the dataset continue to be supported/hosted/maintained... no
Purpose For what purpose was the dataset created? no
LicenseAndUseTerms Will the dataset be distributed under a copyright or other IP license, and/or... no
ExportControlRegulatoryRestrictions Do any export controls or other regulatory restrictions apply to the dataset ... no
Relationships Are relationships between individual instances made explicit (e no
FutureUseImpact Is there anything about the dataset's composition or collection that might im... no
Software A software program or library no
ParticipantPrivacy Information about privacy protections and anonymization procedures for human ... no
CollectionNotification Were the individuals in question notified about the data collection? If so, p... no
Grantor The name and/or identifier of the organization providing monetary support or... no
MissingInfo Is any information missing from individual instances? (e no
CleaningStrategy Was any cleaning of the data done (e no
Grant The name and/or identifier of the specific mechanism providing monetary suppo... no
DatasetBias Documents known biases present in the dataset no
CollectionMechanism What mechanisms or procedures were used to collect the data (e no
MachineAnnotationTools Automated or machine-learning-based annotation tools used in dataset creation... no
Task Was there a specific task in mind for the dataset's application? no
RetentionLimits If the dataset relates to people, are there applicable limits on the retentio... no
HumanSubjectCompensation Information about compensation or incentives provided to human research parti... no
Dataset A single component of related observations and/or information that can be rea... no
OtherTask What other tasks could the dataset be used for? no
Instance What do the instances that comprise the dataset represent (e no
DatasetCollection A collection of related datasets, likely containing multiple files of multipl... no
DataAnomaly Are there any errors, sources of noise, or redundancies in the dataset? no
Maintainer Who will be supporting/hosting/maintaining the dataset? no
AnnotationAnalysis Analysis of annotation quality, inter-annotator agreement metrics, and system... no
DistributionDate When will the dataset be distributed? no
HumanSubjectResearch Information about whether the dataset involves human subjects research and wh... no
IPRestrictions Have any third parties imposed IP-based or other restrictions on the data ass... no
DatasetRelationship Typed relationship to another dataset, enabling precise specification of how ... no
PreprocessingStrategy Was any preprocessing of the data done (e no
AddressingGap Was there a specific gap that needed to be filled by creation of the dataset? no

Properties

Identifier and Mapping Information

Mappings

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

LinkML Source

name: description
alias: description
domain_of:
- NamedThing
- DatasetProperty
- DatasetRelationship
range: string