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"This book explores methods to display time series, spatial and spacetimedata using R, and aims to be a synthesis of both groups providing code and detailed information to produce high quality graphics with practical examples. Organized into three parts, the book covers the various visualization methods or data characteristics. The chapters are structured as independent units so readers can jump directly to a certain chapter according to their needs. Dependencies and redundancies between the set of chapters have been conveniently signaled with cross-references"--
"Chapter 1 Introduction 1.1 What this book is about A data graphic is not only an static image. It tells an story about the data. It activates cognitive processes which are able to detect patterns and discover information not readily available with the raw data. This is particularly true for time series, spatial and space-time data sets. There are several excellent books about data graphics and visual perception theory, with guidelines and advice for displaying information including visual examples. Let's mention "The elements of graphical data" [Cleveland, 1994] and "Visualizing Data" [Cleveland, 1993] byW. S. Cleveland, "Envisioning information" [Tufte, 1990] and "The visual display of quantitative information" [Tufte, 2001] by E. Tufte, "The functional art" by A. Cairo [Cairo, 2012], and "Visual thinking for design" by C.Ware [Ware, 2008]. Ordinarily they don't include the code or software tools to produce those graphics. On the other hand, there are a collection of books which provide code and detailed information about the graphical tools available with R. Commonly they do not use real data in the examples, and do not provide advice to improve graphics according to visualization theory. Three books are the unquestioned representatives of this group: "R Graphics" by P. Murrell [Murrell, 2011], "lattice" by D. Sarkar [Sarkar, 2008], and "ggplot2" by H. Wickham [Wickham, 2009]"--
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Subjects
Time-series analysis, Data processing, R (Computer program language), MATHEMATICS / Probability & Statistics / General, Time-series analysis, data processing, Programming languages (electronic computers), Série chronologique, Informatique, R (Langage de programmation), MATHEMATICS, Applied, Probability & Statistics, General, Datenanalyse, R, Raumdaten, Zeitreihenanalyse, MathematicsEdition | Availability |
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Displaying Time Series, Spatial, and Space-Time Data with R
2018, Taylor & Francis Group
in English
1351611348 9781351611343
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Displaying Time Series, Spatial, and Space-Time Data with R
2018, Taylor & Francis Group
in English
1315108879 9781315108872
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3
Displaying Time Series, Spatial, and Space-Time Data with R
2018, Taylor & Francis Group
in English
1351611364 9781351611367
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4
Displaying Time Series, Spatial, and Space-Time Data with R
2018, Taylor & Francis Group
in English
1138089982 9781138089983
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5
Displaying Time Series, Spatial, and Space-Time Data with R
2018, Taylor & Francis Group
in English
1138089974 9781138089976
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6
Displaying Time Series, Spatial, and Space-Time Data with R
2018, Taylor & Francis Group
in English
1351611356 9781351611350
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7
Displaying Time Series, Spatial, and Space-Time Data with R
2016, Taylor & Francis Group
in English
1498786669 9781498786669
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8
Displaying Time Series, Spatial, and Space-Time Data with R
2014, Taylor & Francis Group
in English
1306577985 9781306577984
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9
Displaying time series, spatial, and space-time data with R
2014, CRC Press, Taylor & Francis Group
in English
1466565209 9781466565203
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Book Details
Edition Notes
Includes bibliographical references (pages 191-196) and index.
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Feedback?December 15, 2022 | Edited by MARC Bot | import existing book |
December 15, 2022 | Edited by MARC Bot | import existing book |
September 17, 2021 | Edited by ImportBot | import existing book |
November 12, 2020 | Created by MARC Bot | import new book |