Instructor
- Instructor: Tue Vu, PhD
- Office: 119 Gerald Ford Hall, Southern Methodist University
- Email: tuev@smu.edu
Workshop Description
Introduction to Data Visualization with R language for data analytics using RStudio via Open OnDemand platform hosting in SMU ManeFrame M2 HPC. Workshop contents include basic plotting with R and the most advances plotting packages available in R: ggplot2
Prerequisites
This workshop requires basic programming, personal computer
Topic |
Description |
| Setup | Preparing for the course |
| 1. Introduction to Visualization with R | How to visualize data in R |
| 2. R Basic Plotting system | How to make a quick and simple plot in R |
| 3. Ploting with ggplot | How to plot in R using ggplot2 package |
| 4. Ploting with qplot | How to quick plot in R using ggplot2 package |
| 5. Scatter plot | |
| 6. Box plots and Violin plots | What is box plot |
| 7. Histogram plot | What is Histogram plot |
| 8. Line plot | |
| 9. Heatmap | |
| 10. Geographical data | |
| 11. Shapefile and Raster | |
| Finish |
The actual schedule may vary slightly depending on the topics and exercises chosen by the instructor.