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Page 1: The Human Side of Data (Visualization) · 2017-11-28 · To appear in IEEE Transactions on Visualization and Computer Graphics The Persuasive Power of Data Visualization Anshul Vikram

The Human Side of Data (Visualization)

CSC544

Page 2: The Human Side of Data (Visualization) · 2017-11-28 · To appear in IEEE Transactions on Visualization and Computer Graphics The Persuasive Power of Data Visualization Anshul Vikram

Announcements• TCEs! Please fill them out

• All following lectures - from now on, final project hands-on

• Come prepared to give brief presentations (think no more than 1-2 minutes!)

• I’ll come prepared for impromptu Q&A sessions.

Page 3: The Human Side of Data (Visualization) · 2017-11-28 · To appear in IEEE Transactions on Visualization and Computer Graphics The Persuasive Power of Data Visualization Anshul Vikram

What’s the political goal of data visualization?

Truth?

Objectivity?

Transparency?

Can you build a visualization without politics?

Page 4: The Human Side of Data (Visualization) · 2017-11-28 · To appear in IEEE Transactions on Visualization and Computer Graphics The Persuasive Power of Data Visualization Anshul Vikram

https://prezi.com/8dlwl4615t6b/ethics-of-data-visualization/

Page 5: The Human Side of Data (Visualization) · 2017-11-28 · To appear in IEEE Transactions on Visualization and Computer Graphics The Persuasive Power of Data Visualization Anshul Vikram
Page 6: The Human Side of Data (Visualization) · 2017-11-28 · To appear in IEEE Transactions on Visualization and Computer Graphics The Persuasive Power of Data Visualization Anshul Vikram
Page 7: The Human Side of Data (Visualization) · 2017-11-28 · To appear in IEEE Transactions on Visualization and Computer Graphics The Persuasive Power of Data Visualization Anshul Vikram

https://twitter.com/georgejoseph94/status/804027897275154436

Page 8: The Human Side of Data (Visualization) · 2017-11-28 · To appear in IEEE Transactions on Visualization and Computer Graphics The Persuasive Power of Data Visualization Anshul Vikram

http://lohud.nydatabases.com/

Page 9: The Human Side of Data (Visualization) · 2017-11-28 · To appear in IEEE Transactions on Visualization and Computer Graphics The Persuasive Power of Data Visualization Anshul Vikram
Page 10: The Human Side of Data (Visualization) · 2017-11-28 · To appear in IEEE Transactions on Visualization and Computer Graphics The Persuasive Power of Data Visualization Anshul Vikram
Page 11: The Human Side of Data (Visualization) · 2017-11-28 · To appear in IEEE Transactions on Visualization and Computer Graphics The Persuasive Power of Data Visualization Anshul Vikram
Page 12: The Human Side of Data (Visualization) · 2017-11-28 · To appear in IEEE Transactions on Visualization and Computer Graphics The Persuasive Power of Data Visualization Anshul Vikram
Page 13: The Human Side of Data (Visualization) · 2017-11-28 · To appear in IEEE Transactions on Visualization and Computer Graphics The Persuasive Power of Data Visualization Anshul Vikram
Page 14: The Human Side of Data (Visualization) · 2017-11-28 · To appear in IEEE Transactions on Visualization and Computer Graphics The Persuasive Power of Data Visualization Anshul Vikram

Is “Data” Objective?

Page 15: The Human Side of Data (Visualization) · 2017-11-28 · To appear in IEEE Transactions on Visualization and Computer Graphics The Persuasive Power of Data Visualization Anshul Vikram

Not only a vis problem

Page 16: The Human Side of Data (Visualization) · 2017-11-28 · To appear in IEEE Transactions on Visualization and Computer Graphics The Persuasive Power of Data Visualization Anshul Vikram
Page 17: The Human Side of Data (Visualization) · 2017-11-28 · To appear in IEEE Transactions on Visualization and Computer Graphics The Persuasive Power of Data Visualization Anshul Vikram

Human Subjects

• If you work in the field, you will, at some point, be asked to collect data about people, and create a visualization of it

• What now?

Page 18: The Human Side of Data (Visualization) · 2017-11-28 · To appear in IEEE Transactions on Visualization and Computer Graphics The Persuasive Power of Data Visualization Anshul Vikram

INFORMED CONSENT

Page 19: The Human Side of Data (Visualization) · 2017-11-28 · To appear in IEEE Transactions on Visualization and Computer Graphics The Persuasive Power of Data Visualization Anshul Vikram

The Institutional Review Board (IRB)

• If you receive federal funds to to human-subjects research, you need approval from your institution’s IRB

• But why?

• History lesson: the horrendous Tuskegee experiment

Page 20: The Human Side of Data (Visualization) · 2017-11-28 · To appear in IEEE Transactions on Visualization and Computer Graphics The Persuasive Power of Data Visualization Anshul Vikram

http://idlewords.com/talks/haunted_by_data.htmMaciej Ceglowski

Page 21: The Human Side of Data (Visualization) · 2017-11-28 · To appear in IEEE Transactions on Visualization and Computer Graphics The Persuasive Power of Data Visualization Anshul Vikram
Page 22: The Human Side of Data (Visualization) · 2017-11-28 · To appear in IEEE Transactions on Visualization and Computer Graphics The Persuasive Power of Data Visualization Anshul Vikram

Resources, People to Follow

• Data & Society, https://datasociety.net/

• Zeynep Tufekci, Kate Crawford, danah boyd

• Mimi Onuoha

• “To collect, record, and archive aspects of the world is an intentional act.”