ASP 460 2.0 Data Visualization

2022: Semester 1

Course outline: here

Here’s your roadmap for the semester! Class materials will be added on the day of the class.

πŸ“Š Week 1: Introduction to data visualization: Visualisation design process

πŸ“Š Week 2: Scientific design choices in data visualization

πŸ“Š Week 3-4: Introduction to the grammar of graphics

Global variabls vs Local variable

πŸ“Š Week 5-6: Create different types of static graphics with ggplot2: categorical Data

πŸ“Š Week 7-8: Visualizing distributions of data

πŸ“Š Week 9-10: Coordinate systems and axes

Colour scales and coordinate systems with ggplot

πŸ“Š Week 11: Visualization of time series data Feature-based Visualization

πŸ“Š Week 11: Colour scales and coordinate systems with ggplot

πŸ“Š Week 12: Linked data views of visual exploration/ Dashboard, interactive and animated displays

πŸ“Š Week 12: Higher-dimensional displays and special structures

Sample flexdashboard-HTML

Sample flexdashboard-Rmd

πŸ“Š Week 13: Principal component analysis

πŸ“Š Week 14:

Visualization of spatial data

Visualization of Sri Lanka

Visualization of spatial data