Difference between revisions of "Lesson07"
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* Programming data visualisation using ggplot2 | * Programming data visualisation using ggplot2 | ||
* Programming interactive data visualisation with plotly R | * Programming interactive data visualisation with plotly R | ||
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| + | * 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 | ||
Revision as of 07:27, 6 March 2020
ISSS608 Visual Analytics and Applications
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Programming Data Visualisation in R
Content
- Introduction to Tidyverse
- Data wrangling with tidyr and dplyr
- Programming data visualisation using ggplot2
- Programming interactive data visualisation with plotly R
- 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.
- Plotly R Open Source Graphing Library
Additional Readings
- R Graphics Cookbook, 2nd edition
- Data Visualization: A practical introduction
- Data Visualization with ggplot2
- Interactive web-based data visualization with R, plotly, and shiny
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
