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Slot: description

URI: data_sheets_schema:description Alias: description

Applicable Classes

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