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| + | <font size="5">'''Programming Analytical Graphics in R'''</font> | ||
| + | |||
| + | = Content = | ||
| + | |||
| + | * R, RStudio and RMarkdown 101 | ||
| + | * Introducing The Grammar of Graphics | ||
| + | * ggplot: The Layered Grammar of Graphics | ||
| + | * The Essential Grammatical Elements in ggplot2 | ||
| + | * Designing Data-drive Graphics for Analysis with ggplot2 | ||
| + | * Extending ggplot2 | ||
| + | |||
| + | |||
| + | = Readings = | ||
| + | |||
| + | ==Core Readings== | ||
| + | * [https://vita.had.co.nz/papers/layered-grammar.html A Layered Grammar of Graphics] | ||
| + | * [https://r4ds.had.co.nz/data-visualisation.html Chapter 3 Data Visualization], [https://r4ds.had.co.nz/exploratory-data-analysis.html Chapter 7 Exploratory Data Analysis] and [https://r4ds.had.co.nz/graphics-for-communication.html Chapter 28 Graphics for communication] of '''R for Data Science'''. | ||
| + | |||
| + | ==Additional Readings== | ||
| + | * Wickham, Hadley (2016) [https://link-springer-com.libproxy.smu.edu.sg/book/10.1007%2F978-3-319-24277-4 ggplot2: Elegant Graphics for Data Analysis], Springer. | ||
| + | * [https://r-graphics.org/index.html R Graphics Cookbook, 2nd edition] | ||
| + | * [http://socviz.co/ Data Visualization: A practical introduction] | ||
| + | * [https://viz-ggplot2.rsquaredacademy.com/ Data Visualization with ggplot2] | ||
| + | * [https://bookdown.org/tpemartin/minicourse_ggplot2/ ggplot2 介紹] | ||
| + | * [https://bookdown.org/xiangyun/RGraphics/dv-ggplot2.html 第 9 章 数据可视化] | ||
| + | * [https://plot.ly/r/ Plotly R Open Source Graphing Library] | ||
| + | * [https://plotly-r.com/index.html Interactive web-based data visualization with R, plotly, and shiny] | ||
| + | * [https://www.r-graph-gallery.com/index.html 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 | ||
Latest revision as of 20:30, 6 March 2020
ISSS608 Visual Analytics and Applications
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Programming Analytical Graphics in R
Content
- R, RStudio and RMarkdown 101
- Introducing The Grammar of Graphics
- ggplot: The Layered Grammar of Graphics
- The Essential Grammatical Elements in ggplot2
- Designing Data-drive Graphics for Analysis with ggplot2
- Extending 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
