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Open Scholarship

FAIR Data Principles

 
FAIR Data Principles
Set of guiding principles to make data Findable, Accessible, Interoperable, and Re-usable.  

Findable:
  • F1. (meta)data are assigned a globally unique and eternally persistent identifier.
  • F2. data are described with rich metadata.
  • F3. (meta)data are registered or indexed in a searchable resource.
  • F4. metadata specify the data identifier.
Accessible:
  • A1  (meta)data are retrievable by their identifier using a standardized communications protocol.
  • A1.1 the protocol is open, free, and universally implementable.
  • A1.2 the protocol allows for an authentication and authorization procedure, where necessary.
  • A2 metadata are accessible, even when the data are no longer available.
Interoperable:
  • I1. (meta)data use a formal, accessible, shared, and broadly applicable language for knowledge representation.
  • I2. (meta)data use vocabularies that follow FAIR principles.
  • I3. (meta)data include qualified references to other (meta)data.
Re-usable:
  • R1. meta(data) have a plurality of accurate and relevant attributes.
  • R1.1. (meta)data are released with a clear and accessible data usage license.
  • R1.2. (meta)data are associated with their provenance.
  • R1.3. (meta)data meet domain-relevant community standards.
 
Learn more about FAIR:

 

Data/Code Repositories