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research data and code management - an introduction

Authors: Riedl, Lydia; Löhden, Eike;

research data and code management - an introduction

Abstract

Research is increasingly computational, data-driven, and collaborative. The increasing size of digital research data that are generated or collected in almost every research project requires us to be more responsible, proactive data managers. We are faced with the challenge of not only managing and documenting these data, but also preserving them and making them available for reuse. In addition, more and more automated (analysis) pipelines are playing a role in modern research. Therefore, code management is becoming more and more essential in research to ensure the reproducibility of results, as it allows for the systematic organization, version control, and sharing of the software and algorithms. While data and code management can sound like a lot of work for little payoff, managing our research data well actually provides a lot of personal and practical benefits. Well managed and well described data is easier to sort through, access, and understand, making our research project more efficient. Data Management protects against data loss and - increasingly important - publication retractions, possibly sparing you a frustrating experience. This workshop will focused on best practices for managing digital research data.

Country
Germany
Related Organizations
Keywords

020, open code, research software ; open science ; code ; research data ; open code ; data management ; code management ; reproducibility ; open data, research software, open data, code management, research data, 004, Library + information sciences, code, open science, Bibliotheks- und Informationswissenschaft, ddc:020, data management, reproducibility, ddc: ddc:020

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    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).
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    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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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
Green
Related to Research communities