FAIR Data and Software

Topic outline

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  General

  • Course Objectives

    This course aims to train junior scientists in implementing the FAIR principles for research data & software management & development. It discusses ways to identify similarities and differences between these two scientific objects and apply respectively appropriate good practices in preparing, publishing and archiving research work.

    Target Audience

    Junior scientists who wish to excel at implementing the FAIR principles for research data and scientific software.

    
    

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  Introduction

  • 01 – Introduction File
  • Introduction, FAIR Principles and Management Plans Page
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  Findable

  • 02 – Findable File
  • Findability of Research Data and Software Through PIDs and FAIR Repositories Page
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  Accessible

  • 03 – Accessible File
  • Accessibility Through Git, Python Functions and Their Documentation Page
  • Exercise: Jupyter Notebooks URL
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  Interoperable

  • 04 – Interoperable File
  • Interoperability Through Python Modules, Unit-Testing and Continuous Integration Page
  • Exercise: Python Modules and Packages URL
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  Reusable

  • 05 – Reusable File
  • Reusability Through Community-Standards, Tidy Data Formats and R Functions, Their Documentation, Packaging and Unit-Testing Page
  • Exercise: Reusing datasets: from the abstract to the technical details URL
  • Exercise: FAIR-ifying R Software URL
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  FAIR Licenses for Data & Software

  • 06 – FAIR Licenses for Data & Software File
  • Data Licensing Page
  • Software Licensing Page
  • Software Publication Page
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  Summary, Acknowledgement & Additional Material

  • 07 – Summary File
  • FAIR Data and Software - Summary Page
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  • All Recorded Sessions of the Workshop URL
  • Open Science Q&A URL
  • Open Access Funding Opportunities URL
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    Leinweber, Katrin, Kraft, Angelina, Kuzak , Mateusz, Johnston, Luke, Hammitzsch, Martin, & Förstner, Konrad. (2018, July 16). FAIR Data and Software: A Carpentries-based workshop at TIB, Hannover. Carpentries-based "FAIR Data and Software" workshop (TIBFDS), Hannover, Germany. Zenodo. https://doi.org/10.5281/zenodo.3707745