| acquisition_methods |
|
| addressing_gaps |
|
| affiliation |
The organization(s) to which the person belongs in the context of this datase... |
| annotation_platform |
Platform or tool used for annotation (e |
| annotations_per_item |
Number of annotations collected per data item |
| annotator_demographics |
Demographic information about annotators, if available and relevant (e |
| anomalies |
|
| anonymization_method |
What methods were used to anonymize or de-identify participant data? Include ... |
| archival |
Indication whether official archival versions of external resources are inclu... |
| assent_procedures |
For research involving minors, what assent procedures were used? How was deve... |
| bytes |
Size of the data in bytes |
| categories |
The permitted categories or values for a categorical variable |
| cleaning_strategies |
|
| collection_mechanisms |
|
| collection_timeframes |
|
| comment_prefix |
|
| compensation_amount |
What was the amount or value of compensation provided? Include currency or eq... |
| compensation_provided |
Were participants compensated for their participation? |
| compensation_rationale |
What was the rationale for the compensation structure? How was the amount det... |
| compensation_type |
What type of compensation was provided (e |
| compression |
compression format used, if any |
| confidential_elements |
|
| confidential_elements_present |
Indicates whether any confidential data elements are present |
| conforms_to |
|
| conforms_to_class |
|
| conforms_to_schema |
|
| consent_documentation |
How is consent documented? Include references to consent forms or procedures ... |
| consent_obtained |
Was informed consent obtained from all participants? |
| consent_scope |
What specific uses did participants consent to? Are there limitations on data... |
| consent_type |
What type of consent was obtained (e |
| contact_person |
Contact person for questions about ethical review |
| content_warnings |
|
| content_warnings_present |
Indicates whether any content warnings are needed |
| counts |
How many instances are there in total (of each type, if appropriate)? |
| created_by |
|
| created_on |
|
| creators |
|
| credit_roles |
Contributor roles using the CRediT (Contributor Roles Taxonomy) for the princ... |
| data_collectors |
|
| data_linkage |
Can this dataset be linked to other datasets in ways that might compromise pa... |
| data_protection_impacts |
|
| data_substrate |
Type of data (e |
| data_topic |
General topic of each instance (e |
| data_type |
The data type of the variable (e |
| data_use_permission |
Structured data use permissions using the Data Use Ontology (DUO) |
| delimiter |
|
| derivation |
Description of how this variable was derived or calculated from other variabl... |
| description |
A human-readable description for a thing |
| dialect |
|
| discouraged_uses |
|
| distribution |
|
| distribution_dates |
|
| distribution_formats |
|
| doi |
digital object identifier |
| double_quote |
|
| download_url |
URL from which the data can be downloaded |
| email |
The email address of the person |
| encoding |
the character encoding of the data |
| errata |
|
| ethical_reviews |
|
| ethics_review_board |
What ethics review board(s) reviewed this research? Include institution names... |
| eu_ai_act_risk_category |
Risk category under the EU AI Act |
| examples |
Example values for this variable to illustrate typical data |
| existing_uses |
|
| extension_mechanism |
|
| external_resources |
|
| format |
The file format, physical medium, or dimensions of a resource |
| funders |
|
| future_guarantees |
Explanation of any commitments that external resources will remain available ... |
| future_use_impacts |
|
| gdpr_compliant |
Indicates compliance with the EU General Data Protection Regulation (GDPR) |
| grant |
Name/identifier of the specific grant mechanism supporting dataset creation |
| grant_number |
The alphanumeric identifier for the grant |
| grantor |
Name/identifier of the organization providing monetary or resource support |
| guardian_consent |
For participants unable to provide their own consent, how was guardian or sur... |
| hash |
hash of the data |
| header |
|
| hipaa_compliant |
Indicates compliance with the Health Insurance Portability and Accountability... |
| id |
A unique identifier for a thing |
| identifiable_elements_present |
Indicates whether data subjects can be identified |
| identification |
|
| instance_type |
Multiple types of instances? (e |
| instances |
|
| inter_annotator_agreement |
Measure of agreement between annotators (e |
| involves_human_subjects |
Does this dataset involve human subjects research? |
| ip_restrictions |
|
| irb_approval |
Was Institutional Review Board (IRB) approval obtained? Include approval numb... |
| is_data_split |
Is this subset a split of the larger dataset, e |
| is_deidentified |
|
| is_identifier |
Indicates whether this variable serves as a unique identifier or key for reco... |
| is_random |
Indicates whether the sample is random |
| is_representative |
Indicates whether the sample is representative of the larger set |
| is_sample |
Indicates whether it is a sample of a larger set |
| is_sensitive |
Indicates whether this variable contains sensitive information (e |
| is_subpopulation |
Is this subset a subpopulation of the larger dataset, e |
| is_tabular |
|
| issued |
|
| keywords |
|
| label |
Is there a label or target associated with each instance? |
| label_description |
If labeled, what pattern or format do labels follow? |
| labeling_strategies |
|
| language |
language in which the information is expressed |
| last_updated_on |
|
| license |
|
| license_and_use_terms |
|
| maintainers |
|
| maximum_value |
The maximum value that the variable can take |
| md5 |
md5 hash of the data |
| measurement_technique |
The technique or method used to measure this variable |
| media_type |
The media type of the data |
| minimum_value |
The minimum value that the variable can take |
| missing |
Description of the missing data fields or elements |
| missing_information |
References to one or more MissingInfo objects describing missing data |
| missing_value_code |
Code(s) used to represent missing values for this variable |
| modified_by |
|
| name |
A human-readable name for a thing |
| orcid |
ORCID (Open Researcher and Contributor ID) - a persistent digital identifier ... |
| other_compliance |
Other regulatory compliance frameworks applicable to this dataset (e |
| other_tasks |
|
| page |
|
| path |
|
| precision |
The precision or number of decimal places for numeric variables |
| preprocessing_strategies |
|
| principal_investigator |
A key individual (Principal Investigator) responsible for or overseeing datas... |
| privacy_techniques |
What privacy-preserving techniques were applied (e |
| profile |
The frictionless data profile to which the data conforms |
| publisher |
|
| purposes |
|
| quality_notes |
Notes about data quality, reliability, or known issues specific to this varia... |
| quote_char |
|
| raw_sources |
|
| regulatory_compliance |
What regulatory frameworks govern this human subjects research (e |
| regulatory_restrictions |
|
| reidentification_risk |
What is the assessed risk of re-identification? What measures were taken to m... |
| representative_verification |
Explanation of how representativeness was validated or verified |
| resources |
|
| response |
Short explanation describing the primary purpose of creating the dataset |
| restrictions |
Description of any restrictions or fees associated with external resources |
| retention_limit |
|
| reviewing_organization |
Organization that conducted the ethical review (e |
| same_as |
URL of a reference web resource that is the same as this dataset |
| sampling_strategies |
|
| sensitive_elements |
|
| sensitive_elements_present |
Indicates whether sensitive data elements are present |
| sha256 |
sha256 hash of the data |
| source_data |
Description of the larger set from which the sample was drawn, if any |
| special_populations |
Does the research involve any special populations that require additional pro... |
| special_protections |
What additional protections were implemented for vulnerable populations? Incl... |
| status |
|
| strategies |
Description of the sampling strategy (deterministic, probabilistic, etc |
| subpopulation_elements_present |
Indicates whether any subpopulations are explicitly identified |
| subpopulations |
|
| subsets |
|
| tasks |
|
| themes |
Themes associated with the data |
| title |
the official title of the element |
| unit |
The unit of measurement for the variable, preferably using QUDT units (http:/... |
| updates |
|
| url |
|
| use_repository |
|
| used_software |
What software was used as part of this dataset property? |
| variable_name |
The name or identifier of the variable as it appears in the data files |
| variables |
Metadata describing individual variables, fields, or columns in the dataset |
| version |
|
| version_access |
|
| vulnerable_groups_included |
Are any vulnerable populations included (e |
| warnings |
|
| was_derived_from |
|
| was_directly_observed |
Whether the data was directly observed |
| was_inferred_derived |
Whether the data was inferred or derived from other data |
| was_reported_by_subjects |
Whether the data was reported directly by the subjects themselves |
| was_validated_verified |
Whether the data was validated or verified in any way |
| why_missing |
Explanation of why each piece of data is missing |
| why_not_representative |
Explanation of why the sample is not representative, if applicable |
| withdrawal_mechanism |
How can participants withdraw their consent? What procedures are in place for... |