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Facilitating future open data reuse via continuous integration of actionable data analysis examples

Authors: Donadoni, Marco; Mečionis, Audrius; Steduto, Giuseppe; Šimko, Tibor;

Facilitating future open data reuse via continuous integration of actionable data analysis examples

Abstract

We describe a use case of facilitating open data reuse in experimental particle physics. The CERN Open Data portal disseminates over three petabytes of data published by LHC collaborations. The data is accompanied by preserved computational analysis environments and various analysis examples documenting and illustrating data access and reuse patterns. We have developed a "continuous integration" system allowing to run actionable code examples in their original computing environments using the REANA reproducible analysis workflows in order to ensure the validity of data access patterns across time. We conclude by advocating the importance of early preservation of actionable software examples alongside datasets as a key action to facilitate future data reuse.

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citations
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