Lesson07
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Programming Data Visualisation in R
Contents
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.
- ggplot2 [1]
- ggplot2 – The R graph Gallery [2]
- ggplot2 - A Short Tutorial [3]
Additional Readings
Book on ggplot2
- Hadley Wickham, Danielle Navarro, and Thomas Lin Pedersen (2020) ggplot2: Elegant Graphics for Data Analysis (3rd Edition, online version).
- Kieran Healy (2019) Data Visualization: A practical introduction. This is the online version.
- Aravind Hebbali (2020) Data Visualization with ggplot2
- Winston Chang (2020) R Graphics Cookbook (2nd edition, online version)
- Rob Kabacoff (2020) Data Visualization with R
- ggplot2 介紹
- Zach Bogart & Joyce Robbins (2020) Exploratory Data Analysis & Visualization
- BBC Visual and Data Journalism cookbook for R graphics
===Book on plotly R
- Plotly R Open Source Graphing Library
- Interactive web-based data visualization with R, plotly, and shiny
- The R Graph Gallery
DataCamp Courses
- Introduction to Data Visualization with ggplot2
- Intermedia Data Visualization with ggplot2
- Interactive Data Visualization with plotly in R
- Intermediate Interactive Data Visualization with plotly in R