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Revision as of 15:41, 21 February 2021
ISSS608 Visual Analytics and Applications
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Programming Data Visualisation in R
Content
- R, RStudio and RMarkdown 101
- Introducing The Grammar of Graphics
- ggplot2, The Layered Grammar of Graphics
- The Essential Grammatical Elements in ggplot2
- Designing Analytical Graphics with ggplot2
Readings
Core Readings
- A Layered Grammar of Graphics
- Chapter 3 Data Visualization, Chapter 7 Exploratory Data Analysis and Chapter 28 Graphics for communication of R for Data Science.
Additional Readings
- Wickham, Hadley (2016) ggplot2: Elegant Graphics for Data Analysis, Springer.
- R Graphics Cookbook, 2nd edition
- Data Visualization: A practical introduction
- Data Visualization with ggplot2
- ggplot2 介紹
- 第 9 章 数据可视化
- Plotly R Open Source Graphing Library
- Interactive web-based data visualization with R, plotly, and shiny
- The R Graph Gallery
DataCamp Courses
- Data Visualization with ggplot2 (Part 1)
- Data Visualization with ggplot2 (Part 2)
- Data Visualization with ggplot2 (Part 3)
- Interactive Data Visualization with plotly in R
- Intermediate Interactive Data Visualization with plotly in R
