FAIR in action - a flexible framework to guide FAIRification.

Danielle Welter, Nick Juty, Philippe Rocca-Serra, Fuqi Xu, David Henderson, Wei Gu, Jolanda Strubel, Robert T Giessmann, Ibrahim Emam, Yojana Gadiya, Tooba Abbassi-Daloii, Ebtisam Alharbi, Alasdair J G Gray, Melanie Courtot, Philip Gribbon

May 2023 Sci Data

Synopsis of Social media discussions

The discussions reflect overall approval and enthusiasm for the framework, with posts highlighting its applicability across domains and mentioning resources like the FAIR Cookbook. The tone is informative and appreciative, citing specific projects and papers that demonstrate interest and acknowledgment of the framework’s importance, which signals a positive outlook on its potential impact.

A
Agreement
 Moderate agreement

Most discussions positively acknowledge the framework, emphasizing its importance and broad applicability, indicating general agreement with the article's significance.

I
Interest
 High level of interest

Posts show high curiosity and appreciation for the resource, suggesting strong interest in learning more about FAIRification techniques.

E
Engagement
 Moderate level of engagement

While some discussions include references to related work and ongoing projects, many comments remain surface-level, indicating moderate but not deep engagement.

I
Impact
 Moderate level of impact

The ongoing collaborations and references to the framework's potential influence in data management suggest a recognition of its moderate yet meaningful impact.

Social Mentions

YouTube

1 Videos

Twitter

16 Posts

Metrics

Video Views

23

Total Likes

22

Extended Reach

48,467

Social Features

17

Timeline: Posts about article

Top Social Media Posts

Posts referencing the article

Framework for Effective FAIR Data Implementation in Scientific Research

Framework for Effective FAIR Data Implementation in Scientific Research

The COVID-19 pandemic emphasized the importance of making data Findable, Accessible, Interoperable, and Reusable (FAIR), especially for scientific research. A flexible, multi-level framework was developed to guide FAIRification across various domains and datasets, enhancing data quality and usability.

STEM RTCL TV

August 25, 2023

23 views

  • Susan Gregurick
    @SGregurick (Twitter)

    RT @SusannaASansone: #ELIXIR23 excellent work to define a generic #FAIRification framework, from @IHIEurope @fairplus project; even if the…
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    June 7, 2023

    8

  • Jason "boundless delight " Williams
    @JasonWilliamsNY (Twitter)

    RT @SusannaASansone: #ELIXIR23 excellent work to define a generic #FAIRification framework, from @IHIEurope @fairplus project; even if the…
    view full post

    June 6, 2023

    8

  • Rafa Avila
    @rafavilwebsoc (Twitter)

    RT @Milanes_guisado: Dos pendientes de lectura en Nature Springer Scientific Data by Phillipe Roca - "The FAIR Cookbook - the essential res…
    view full post

    June 6, 2023

    2

  • @vic_bioinfo@genomic.social
    @Vic_Bioinfo (Twitter)

    RT @SusannaASansone: #ELIXIR23 excellent work to define a generic #FAIRification framework, from @IHIEurope @fairplus project; even if the…
    view full post

    June 6, 2023

    8

  • Dr Gabriela López – González
    @GabyBelicosa (Twitter)

    RT @SusannaASansone: #ELIXIR23 excellent work to define a generic #FAIRification framework, from @IHIEurope @fairplus project; even if the…
    view full post

    June 6, 2023

    8

  • UK Research Integrity Office
    @UKRIO (Twitter)

    RT @SusannaASansone: #ELIXIR23 excellent work to define a generic #FAIRification framework, from @IHIEurope @fairplus project; even if the…
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    June 6, 2023

    8

  • Pierre Poulain
    @pierrepo (Twitter)

    RT @SusannaASansone: #ELIXIR23 excellent work to define a generic #FAIRification framework, from @IHIEurope @fairplus project; even if the…
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    June 6, 2023

    8

  • Scientific Data
    @ScientificData (Twitter)

    RT @SusannaASansone: #ELIXIR23 excellent work to define a generic #FAIRification framework, from @IHIEurope @fairplus project; even if the…
    view full post

    June 6, 2023

    8

  • Dani Welter
    @daniwelter (Twitter)

    RT @SusannaASansone: #ELIXIR23 excellent work to define a generic #FAIRification framework, from @IHIEurope @fairplus project; even if the…
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    June 6, 2023

    8

  • FAIRlady
    @SusannaASansone (Twitter)

    #ELIXIR23 excellent work to define a generic #FAIRification framework, from @IHIEurope @fairplus project; even if the project has ended the work lives now in the @ELIXIREurope Interoperability Platform! Read more in our @ScientificData paper ➡️ https://t.co/xayWrTN3Qr https://t.co/rVQBsFtzIF https://t.co/zLxkZ0I5Sc
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    June 6, 2023

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  • @parkvillegeek
    @ParkvilleGeek (Twitter)

    FAIR in action - a flexible framework to guide FAIRification | Scientific Data https://t.co/O3KCcqlSAR
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    June 6, 2023

    1

  • Alicia Garcia-Garcia
    @AlicjaGarcia (Twitter)

    RT @Milanes_guisado: Dos pendientes de lectura en Nature Springer Scientific Data by Phillipe Roca - "The FAIR Cookbook - the essential res…
    view full post

    June 5, 2023

    2

  • Yusnelkis
    @Milanes_guisado (Twitter)

    Dos pendientes de lectura en Nature Springer Scientific Data by Phillipe Roca - "The FAIR Cookbook - the essential resource for and by FAIR doers (https://t.co/eGm8eUk5xG) " and - "FAIR in action - a flexible framework to guide FAIRification https://t.co/DnkvTe3Utv #fairdata
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    June 3, 2023

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  • Rachel
    @rachelchonge (Twitter)

    RT @StigmabaseN: TW : FAIR in action - a flexible framework to guide FAIRification | Scientific Data: ...Edinburgh, EH14 4AS, Scotland, UK…
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    May 22, 2023

    1

  • Stigmabase | NORTH
    @StigmabaseN (Twitter)

    TW : FAIR in action - a flexible framework to guide FAIRification | Scientific Data: ...Edinburgh, EH14 4AS, Scotland, UKAlasdair J. G. GrayOntario Institute for Cancer Research MaRS Centre, 661 University... https://t.co/VC1ALvTBjB https://t.co/X3hEK3ZVeS
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    May 22, 2023

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  • BiGCaT Maastricht
    @bigcat_UM (Twitter)

    new paper: "FAIR in action - a flexible framework to guide FAIRification" https://t.co/7inW31NBRa https://t.co/ddcfDcEwOg
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    May 19, 2023

    1

Abstract Synopsis

  • The COVID-19 pandemic emphasized the importance of making data Findable, Accessible, Interoperable, and Reusable (FAIR), especially for scientific research.
  • A flexible, multi-level framework was developed to guide the process of FAIRification, applicable across different domains and datasets, both current and future.
  • The framework was tested through collaborations with major public-private projects, proving its effectiveness and broad applicability in improving the FAIR qualities of various clinical and molecular data.