Название: Displaying Time Series, Spatial, and Space-Time Data with R, 3rd Edition
Автор: Oscar Perpiñán Lamigueiro
Издательство: CRC Press
Серия: The R Series
Год: 2025
Страниц: 311
Язык: английский
Формат: pdf (true)
Размер: 125.5 MB
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 static graphics, interactive visualizations, and animations, of time series, spatial, and space-time data. Practical examples using real-world datasets help you understand how to apply the methods and code. This is not a book to learn R. Readers should have a fair knowledge of programming with R to understand the book. In addition, previous experience with the zoo, sp, raster, lattice, ggplot2, and grid packages is helpful. While the first edition primarily focused on static graphics, and the second edition significantly expanded upon interactive elements, this edition has been thoroughly updated with a modern emphasis. 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 three parts of the book is devoted to different types of data. In each part, the chapters are grouped according to the various visualization methods or data characteristics.