Principles for data analysis workflows

Traditional data science education often omits training on research workflows: the process that moves a scientific investigation from raw data to coherent research question to insightful contribution. In this paper, we elaborate basic principles of a reproducible data analysis workflow by defining t...

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Veröffentlicht in:	arXiv.org 2020-07
Hauptverfasser:	Stoudt, Sara, Vasquez, Valeri N, Martinez, Ciera C
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computers and Society Data analysis Principles Scientific papers Software development Workflow
Online-Zugang:	Volltext
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