5 - Visualization
Objectives
- Introduction to data visualization with R
- Learn about base plots; grid and lattice; ggplot2
- Explore and visualize data
- Learn about dashboards with Shiny
Topics
- Data Visualization with base R
- base graphics
- lattice graphics
- Data Visualization with ggplot2
- Shiny
- General shiny overview
- flexdashboard
- dygraphs
Core Material
Lecture Slides
Lecture Videos
- Video 29 (2022): Week 9 (ClassTranscribe, edited captions)
- Video 30 (2021): Base Graphics + Lattice (Box, captioned), also Video 30: Base Graphics + Lattice (uncaptioned) and example code from video
- Video 31 (2021): ggplot2 (Box, captioned), also Video 31: ggplot2 (uncaptioned) and example code from video
- Video 32 (2022): Week 10 (ClassTranscribe, edited captions)
- Video 33 (2021): shiny (Box, captioned), also Video 33: shiny (uncaptioned)
- Video 34 (2022): Guest Lecture by Dr Szilard Pafka (Box, uncaptioned) on Oct 28, unrestricted YouTube! version.
Additional Resources