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Displaying time series, spatial, and space-time data with R / by Lamigueiro Perpinan

By: Material type: TextTextLanguage: English Series: R SeriesPublication details: Routl&, 2014. Boca Raton:Description: vii, 200 pISBN:
  • 9781466565203
Subject(s): DDC classification:
  • 519.55 PER-D
Contents:
1.Introduction-- 2.Time Series-- 3. Displaying Time Series Introduction-- 4. Time on the Horizontal Axis. -- 5.Time as a Conditioning or Grouping Variable. Time as a Complementary Variable-- 6. About the Data. -- II Spatial Data:-- 7.Displaying Spatial Data-- 8. Introduction. Thematic Maps-- 9. Reference and Physical Maps. About the Data. Space-Time Data: Displaying Spatiotemporal Data: Introduction. Spatiotemporal Raster Data. Spatiotemporal Point Observations. Bibliography. Index.
Summary: Code and Methods for Creating High-Quality Data Graphics A data graphic is not only a static image, but it also tells a story about the data. It activates cognitive processes that 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 datasets. Focusing on the exploration of data with visual methods, Displaying Time Series, Spatial, and Space-Time Data with R presents methods and R code for producing high-quality graphics of time series, spatial, and space-time data. Practical examples using real-world datasets help you understand how to apply the methods and code. The book illustrates how to display a dataset starting with an easy and direct approach and progressively adding improvements that involve more complexity. Each of the book's three parts is devoted to different types of data. In each part, the chapters are grouped according to the various visualization methods or data characteristics. Web Resource Along with the main graphics from the text, the author's website offers access to the datasets used in the examples as well as the full R code. This combination of freely available code and data enables you to practice with the methods and modify the code to suit your own needs.
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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
Text/Reserve Book Text/Reserve Book Library, SPAB G-1 Non Fiction 519.55 PER-D (Browse shelf(Opens below)) Available 009133
Total holds: 0

1.Introduction--
2.Time Series--
3. Displaying Time Series Introduction--
4. Time on the Horizontal Axis. --
5.Time as a Conditioning or Grouping Variable. Time as a Complementary Variable--
6. About the Data. --
II Spatial Data:--
7.Displaying Spatial Data--
8. Introduction. Thematic Maps--
9. Reference and Physical Maps. About the Data. Space-Time Data: Displaying Spatiotemporal Data: Introduction. Spatiotemporal Raster Data. Spatiotemporal Point Observations. Bibliography. Index.

Code and Methods for Creating High-Quality Data Graphics A data graphic is not only a static image, but it also tells a story about the data. It activates cognitive processes that 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 datasets. Focusing on the exploration of data with visual methods, Displaying Time Series, Spatial, and Space-Time Data with R presents methods and R code for producing high-quality graphics of time series, spatial, and space-time data. Practical examples using real-world datasets help you understand how to apply the methods and code. The book illustrates how to display a dataset starting with an easy and direct approach and progressively adding improvements that involve more complexity. Each of the book's three parts is devoted to different types of data. In each part, the chapters are grouped according to the various visualization methods or data characteristics. Web Resource Along with the main graphics from the text, the author's website offers access to the datasets used in the examples as well as the full R code. This combination of freely available code and data enables you to practice with the methods and modify the code to suit your own needs.

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