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Slot: description

URI: data_sheets_schema:description Alias: description

Applicable Classes

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