GDP per capita and life expectancy scatterplot
A Plotly scatterplot example that lets students inspect the relationship between economic and health measures using code-generated visual output.
Open full example
3
Interactive Plotly examples
5
Animated visual explanations
3
Audio learning artifacts
1
Public multimodal showcase
Interactive examples
Students can inspect relationships, geography, and flows directly.
Spatial choropleth map
A map-based Plotly example for discussing spatial visualisation, geographic comparison, and the interpretive choices behind choropleths.
Open full exampleSankey flow diagram
A compact interactive example for explaining how categorical flow, source-target structure, and magnitude can be communicated visually.
Open full exampleAnimated explanations
Dynamic visuals make modelling choices visible.
Scatterplot geometry and model fitting
Shows how point patterns and fitted lines can be discussed as visual reasoning, not just formulas.
Density estimation with broad bandwidth
Illustrates how smoothing decisions shape the story told by a contour visualisation.
Density estimation with narrow bandwidth
Contrasts with the broader example so students can compare sensitivity to parameter choice.
Local pattern over time
Uses animation to make changing local structure and weighting easier to see.
Small multiples and trend comparison
Supports discussion of how the same data can be viewed through multiple local windows.
Audio and recap materials
Podcast, wordcloud, and songs give students alternative ways to revisit ideas.
Week 1 podcast
A longer-form audio recap for revisiting introductory visual analytics concepts outside class.
Open audio file
Visual analytics wordcloud
A quick visual summary of recurring unit themes such as data, visualisation, business, and critical thinking.
