Reshaping Data with the reshape Package
This paper presents the reshape package for R, which provides a common framework for many types of data reshaping and aggregation. It uses a paradigm of 'melting' and 'casting', where the data are 'melted' into a form which distinguishes measured and identifying variables, and then 'cast' into a new shape, whether it be a data frame, list, or high dimensional array. The paper includes an introduction to the conceptual framework, practical advice for melting and casting, and a case study.
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| Paper | Year | Cited |
|---|---|---|
| Data Analysis | 2016 | 12,245 |
| The Split-Apply-Combine Strategy for Data Analysis | 2011 | 2,878 |
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| Data Analysis with R | Computer Science |
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