Difference between revisions of "Lesson07"
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| − | <font size="5">'''Programming | + | <font size="5">'''Programming Analytical Graphics in R'''</font> |
= Content = | = Content = | ||
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* R, RStudio and RMarkdown 101 | * R, RStudio and RMarkdown 101 | ||
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* [https://vita.had.co.nz/papers/layered-grammar.html A Layered Grammar of Graphics] | * [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'''. | * [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'''. | ||
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==Additional Readings== | ==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] | * [https://r-graphics.org/index.html R Graphics Cookbook, 2nd edition] | ||
* [http://socviz.co/ Data Visualization: A practical introduction] | * [http://socviz.co/ Data Visualization: A practical introduction] | ||
* [https://viz-ggplot2.rsquaredacademy.com/ Data Visualization with ggplot2] | * [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://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 = | = DataCamp Courses = | ||
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
