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ZENODO
Other ORP type . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Other ORP type . 2025
License: CC BY
Data sources: Datacite
ZENODO
Other ORP type . 2025
License: CC BY
Data sources: Datacite
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Is your data FAIR? Tools that help you find out

appsOther research productkeyboard_double_arrow_right Other ORP type 30 Jul 2025 English Publisher:INFRA-ART Blog
Authors: Cortea, Ioana Maria;

doi: 10.5281/zenodo.16601172 , 10.5281/zenodo.16601171

Is your data FAIR? Tools that help you find out

Abstract

This blog article introduces key tools that support the assessment and implementation of the FAIR data principles, helping researchers and institutions evaluate the FAIRness of their datasets, ontologies, and software. It highlights widely used tools such as FAIR-Aware, F-UJI, and O’FAIRe, offers guidance on choosing the right one, and presents a summary of the F-UJI evaluation conducted on the INFRA-ART Spectral Library.

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Keywords

FAIR data, FAIR metrics, FAIR principles, FAIR-Aware, Research, FAIR implementation catalogue, FAIR implementation, FAIR assessment tools, EOSC, Databases, INFRA-ART blog, FAIRsFAIR, data service, open science, data stewardship, F-UJI, research data management, digital repository

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    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Average
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Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average