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Page 1: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Feedback for Visualization Part Only

Page 2: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Visualization Q&A

The Human FactorBenjamin Bach

April 2019Edinburgh University

[email protected]

Page 3: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Outline

1. Foundations2. Task and Scenarios > TUTORIAL I3. Visualization Techniques I4. Visualization Techniques II 5. Design > TUTORIAL II6. Sketching session (bring data)7. Presentation and Storytelling > TUTORIAL III8. Interaction9. Vis tools

10. Evaluation11. general Q&A

Page 4: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Feedback for Visualization Part Only

Page 5: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

1. Are we allowed to use infographic template websites such as canvas or vengage for the project?

Page 6: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

2. Can we use data from kaggle.com?

https://www.kaggle.com/datasets

Page 7: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Overplotting + big data

Page 8: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Best practises for large data sets

1. Brute-force 2. Chose the important

a. Exploratory data analysisb. Multiple views

3. Interaction4. Animation5. Aggregation

Page 9: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

What is big data?

1. Volume2. Variety3. Velocity4. Veracity

Page 10: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Brute force

Page 11: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Brute force

1. Toolkits (deck.gl, mapbox, processing)2. OpenGL (Unity)3. Large screens

Page 12: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Multi-resolution walls

Page 13: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Interaction + Animation

https://www.gapminder.org/

http://vistorian.net

Page 14: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Interaction + animation

http://vgl.cs.usfca.edu/animated-sploms/

Page 15: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II
Page 16: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Multiple views

Page 17: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Examples

Page 18: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Infographic

Page 19: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Infographic

Page 20: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II
Page 21: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II
Page 22: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II
Page 23: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Best American Infographics

Page 24: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II
Page 25: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II
Page 26: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Infographic in a nutshell

● Image-driven / image first● Detailed● Labeling and annotation● Story though picture● Exploratory: reader-driven

Page 27: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Report

Page 28: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Report in a nutshell

● Text driven● Story and info in the text● Beginning, middle, end● Figures referenced (a,b,c...)● Annotations and labels in figure●

Page 29: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Data comic

Page 30: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II
Page 31: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II
Page 32: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Data comic in a nutshell

● Panel-driven● Text and pictures are complementary● One-panel, one–message● Combines report + infographic

Page 33: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Data comic in a nutshell

Page 34: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Messages

● Take-home message● Information insights● Literacy messages

a. Visualization literacyb. Data literacyc. Numeracyd. ....

Page 35: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Style

● Everyone can draw!● Adobe Illustrator● https://vectr.com● Keynote ● Google draw● Affinity (50% Student discount)

Page 36: Visualization Part Only Feedback forwp.inf.ed.ac.uk/thehumanfactor/wp-content/uploads/... · Visualization Techniques I 4. Visualization Techniques II 5. Design > TUTORIAL II

Visualization guidelineshttps://wp.inf.ed.ac.uk/thehumanfactor/core-textbook-readings-for-each-week/500-2/