Interactive Web-based Data Visualization with R, Plotly, and Shiny

Interactive Web-based Data Visualization with R, Plotly, and Shiny
ISBN-10
1138331457
ISBN-13
9781138331457
Category
Computer graphics
Pages
470
Language
English
Published
2020
Publisher
Chapman & Hall/CRC: The R Series
Author
Carson Sievert

Description

The richly illustrated Interactive Web-Based Data Visualization with R, plotly, and shiny focuses on the process of programming interactive web graphics for multidimensional data analysis. It's written for the data analyst who wants to leverage the capabilities of interactive web graphics without having to learn web programming. Through many R code examples, you'll learn how to tap the extensive functionality of these tools to enhance the presentation and exploration of data. By mastering these concepts and tools, you'll impress your colleagues with your ability to quickly generate more informative, engaging, and reproducible interactive graphics using free and open source software that you can share over email, export to pdf, and more. This book makes heavy use of plotly for graphical rendering, but you'll also learn about other R packages that support different phases of a data science workflow, such as tidyr, dplyr, and tidyverse. Along the way, you'll gain insight into best practices for visualization of high-dimensional data, statistical graphics, and graphical perception. The printed book is complemented by an interactive website where readers can view movies demonstrating the examples and interact with graphics.

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