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- W4328115619 abstract "In recent decades the analysis of data has become increasingly computational. Correspondingly, this has changed how scientific and statistical work is shared. For example, it is now commonplace for underlying analysis code and data to be proffered alongside journal publications and conference talks. Unfortunately, sharing code faces several challenges. First, it is often difficult to take code from one computer and run it on another. Code configuration, version, and dependency issues often make this challenging. Secondly, even if the code runs, it is often hard to understand or interact with the analysis. This makes it difficult to assess the code and its findings, for example, in a peer review process. In this review we describe the combination of two computing technologies that help make analyses shareable, interactive, and completely reproducible. These technologies are (1) analysis containerization, which leverages virtualization to fully encapsulate analysis, data, code and dependencies into an interactive and shareable format, and (2) code notebooks, a literate programming format for interacting with analyses. The fusion of these two technologies offers significant advantages over using either individually. This review surveys how the combination enhances the accessibility and reproducibility of code, analyses, and ideas." @default.
- W4328115619 created "2023-03-22" @default.
- W4328115619 creator A5017480495 @default.
- W4328115619 creator A5071936749 @default.
- W4328115619 date "2021-03-29" @default.
- W4328115619 modified "2023-10-01" @default.
- W4328115619 title "A Review of Containerization for Interactive and Reproducible Analysis" @default.
- W4328115619 doi "https://doi.org/10.48550/arxiv.2103.16004" @default.
- W4328115619 hasPublicationYear "2021" @default.
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