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Titlebook: Data Journeys in the Sciences; Sabina Leonelli,Niccolò Tempini Book‘‘‘‘‘‘‘‘ 2020 The Editor(s) (if applicable) and The Author(s) 2020 Big

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Material Origins of a Data Journey in Ocean Science: How Sampling and Scaffolding Shape Data Practicg place when research technology makes physical contact with the objects targeted in research endeavours shape the subsequent data journeys and the practices of creating scientific knowledge. The chapter is based on a case study of ecological monitoring in ocean sciences and zooms in on the practice
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From Dirty Data to Tidy Facts: Clustering Practices in Plant Phenomics and Business Cycle Analysisuse as evidence for claims about phenomena such as business cycles and gene-environment interactions. We focus on what we call “cleaning by clustering” procedures, and investigate the principles underpinning this kind of cleaning. These cases illustrate the epistemic significance of preparing data f
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Data Journeys Beyond Databases in Systems Biology: Cytoscape and NDExnetworks, and NDEx, a database that allows for the reuse of network representations. I begin with a brief review of the databases that have been developed for data involving, for example, protein-protein interactions, that are relational and hence productively represented in networks. Given the amou
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A Data Journey Through Dataset-Centric Population Genomicsbeen called the “re-situation” of scientific knowledge (Morgan .). The kind of journey described elicits a missing concept—“data.-centric” biology—in the conversation around the emergence of “big data” and data-centric biology (Leonelli .) and its contrast, “traditional” or “small data” biology. I d
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Sharing Data, Repairing Practices: On the Reflexivity of Astronomical Data Journeyswhat data are like and how they ought to be used. It does so by attempting a reading of an episode of data re-use from recent astronomy that is mindful of researchers’ interactional and discursive work. I focus on the presumed detection, in 2004, of a galaxy at record distance from Earth. The origin
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