This is the course webpage for Data Visualization.
Week 1 (August 21): Introduction |
|
Week 2 (August 26): Graphical Marks and Visual Channels |
Monday: Graphical Marks, Web-based Programming (slides, pdf, web-based visualization)
— Assignment 0 Due Assignment 1 Posted
|
Required Reading: Munzner Ch. 2.1-2.5, Murray Ch. 3
Recommended Reading: Protovis, Vega Marks
|
Wednesday: Scales, Visual Channels, Javascript (slides, pdf)
|
Required Reading: Munzner Ch. 5.1-5.3, Murray Ch. 3, closures
Recommended Reading: Polaris, Layered Grammar of Graphics
|
|
Week 3 (September 2): D3 |
Monday: Selections (Javascript functions, D3: Selections and Data Joins)
— Assignment 1 Due Assignment 2 Posted
|
Required Reading: Murray Ch. 6,12, selections, nested selections, joins
|
Wednesday: Data Joins (D3: Selections and Data Joins, Enter-Exit-Update Illustration)
|
Required Reading: Murray Ch. 6,12, selections, nested selections, joins
|
|
Week 4 (September 9): D3 Wrap up, Perception |
Monday: Scales, Axes, Shapes, Tips & Tricks (D3: Scales, Axes, Shapes)
|
Required Reading: Murray Ch. 7,8, scales
|
Wednesday: Gestalt Laws, Preattentive Processing, Graphical Perception (slides, pdf, D3: Nesting and Stacking)
— Assignment 2 Due Assignment 3 Posted
|
Required Reading: Munzner Ch. 5.4-5.6, Gestalt Laws Pt. 1 Pt. 2, Graphical Perception
Recommended Reading: Attention and Memory in Visualization
|
|
Week 5 (September 16): Perception, Color |
|
Week 6 (September 23): Spatial Arrangements |
|
Week 7 (September 30): Interaction |
|
Week 8 (October 7): Tasks, Design, Midterm |
|
Week 9 (October 14): Hierarchies and Graphs |
Monday: Hierarchies, Treemaps, Node-Link Diagrams (slides, pdf, Examples)
— Assignment 5 Posted
|
Required Reading: Munzner Ch. 9.2 (trees only), 9.5
Recommended Reading: Treemaps, Squarified Treemaps, Tidier Trees
|
Wednesday: Graphs, Layouts, Arc Diagrams, Matrix Views (slides, pdf, FDG)
|
Required Reading: Munzner Ch. 9.2 - 9.4
Recommended Reading: Force-directed Graph Layout, Multi-level Graph Layout
|
|
Week 10 (October 21): Guest Lectures |
Monday: Bobby Bodenheimer: Virtual Reality
|
|
Wednesday: Fernanda Eliott: Cognition
|
|
Friday:
— Project Team / Description Due
|
|
|
Week 11 (October 28): Geographic Visualization |
|
Week 12 (November 4): High-Dimensional Data, Text |
Monday: PCA, Manifold Learning (slides, pdf
|
Required Reading: Munzner Ch. 13.4.3
|
Wednesday: Dimensionality Reduction continued, Text Visualization (slides, pdf)
|
Recommended Reading: tSNE, Parallel Tag Clouds
|
|
Week 13 (November 11): Uncertainty Visualization, Project Updates |
|
Week 14 (November 18): Spatial Data |
|
Week 15 (November 25): Thanksgiving Break |
|
Week 16 (December 2): Selected Topics, Wrap Up, Project Presentations (slides, pdf) |
Monday: Selected Topics, Final Review
|
|
Wednesday: Project Presentations
|
|
|
Week 17 (December 9): Final Projects |
Monday: Final Exam (9:00 a.m.)
— Final Projects Due
|
|
|