Displaying Time Series, Spatial, and Space-Time Data with R

Displaying Time Series, Spatial, and Space-Ti ...
Oscar Perpinan Lamigueiro, Osc ...
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Last edited by ImportBot
November 8, 2023 | History

Displaying Time Series, Spatial, and Space-Time Data with R

"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]"--

Publish Date
Language
English

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Edition Availability
Cover of: Displaying Time Series, Spatial, and Space-Time Data with R
Displaying Time Series, Spatial, and Space-Time Data with R
2018, Taylor & Francis Group
in English
Cover of: Displaying Time Series, Spatial, and Space-Time Data with R
Displaying Time Series, Spatial, and Space-Time Data with R
2018, Taylor & Francis Group
in English
Cover of: Displaying Time Series, Spatial, and Space-Time Data with R
Displaying Time Series, Spatial, and Space-Time Data with R
2018, Taylor & Francis Group
in English
Cover of: Displaying Time Series, Spatial, and Space-Time Data with R
Displaying Time Series, Spatial, and Space-Time Data with R
2018, Taylor & Francis Group
in English
Cover of: Displaying Time Series, Spatial, and Space-Time Data with R
Displaying Time Series, Spatial, and Space-Time Data with R
2018, Taylor & Francis Group
in English
Cover of: Displaying Time Series, Spatial, and Space-Time Data with R
Displaying Time Series, Spatial, and Space-Time Data with R
2018, Taylor & Francis Group
in English
Cover of: Displaying Time Series, Spatial, and Space-Time Data with R
Displaying Time Series, Spatial, and Space-Time Data with R
2016, Taylor & Francis Group
in English
Cover of: Displaying Time Series, Spatial, and Space-Time Data with R
Displaying Time Series, Spatial, and Space-Time Data with R
2014, Taylor & Francis Group
in English
Cover of: Displaying time series, spatial, and space-time data with R
Displaying time series, spatial, and space-time data with R
2014, CRC Press, Taylor & Francis Group
in English

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Book Details


Classifications

Library of Congress
QA280.P475 2018

The Physical Object

Pagination
262
Weight
0.768

ID Numbers

Open Library
OL34642514M
ISBN 13
9781138089983

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Download catalog record: RDF / JSON / OPDS | Wikipedia citation
November 8, 2023 Edited by ImportBot import existing book
October 6, 2021 Created by ImportBot Imported from Better World Books record