Published by the Foundation for Open Access Statistics Editors-in-chief: Bettina Grün, Torsten Hothorn, Edzer Pebesma, Achim Zeileis    ISSN 1548-7660; CODEN JSSOBK
Authors: Hadley Wickham
Title: Reshaping Data with the reshape Package
Abstract: 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.

Page views:: 125222. Submitted: 2007-02-25. Published: 2007-11-13.
Paper: Reshaping Data with the reshape Package     Download PDF (Downloads: 121229)
Supplements:
reshape_0.8.0.tar.gz: R source package Download (Downloads: 3087; 38KB)
v21i12.R.zip: v21i12.R: R code with extended examples from the paper Download (Downloads: 4068; 1KB)
DOI: 10.18637/jss.v021.i12

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Paper: Creative Commons Attribution 3.0 Unported License
Code: GNU General Public License (at least one of version 2 or version 3) or a GPL-compatible license.