The Human Side of Data (Visualization) CSC444 Announcements TCEs! - - PowerPoint PPT Presentation

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The Human Side of Data (Visualization) CSC444 Announcements TCEs! - - PowerPoint PPT Presentation

Oct 15, 2022 7 likes •308 views

The Human Side of Data (Visualization) CSC444 Announcements TCEs! Please fill them out Last lecture! Tuesday will be course review and retrospective Whats the political goal of data visualization? Truth? Objectivity?

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The Human Side of Data (Visualization)

CSC444

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Announcements

  • TCEs! Please fill them out
  • Last lecture! Tuesday will be course review and

retrospective

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What’s the political goal of data visualization?

Truth? Objectivity? Transparency? Can you build a visualization without politics?

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DECEPTION?

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

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https://climate.nasa.gov/climate_resources/24/graphic-the- relentless-rise-of-carbon-dioxide/

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https://climate.nasa.gov/climate_resources/24/ graphic-the-relentless-rise-of-carbon-dioxide/

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TRANSPARENCY?

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http://lohud.nydatabases.com/

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https://docs.google.com/spreadsheets/d/ 1jFmxbDx6FP5qk5KKbFBJ5RvS0R2_HEoCkaw83P_DUG0/ edit#gid=2006091355

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OBJECTIVITY?

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Not (only) a vis problem

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https://www.reuters.com/article/us-amazon-com-jobs- automation-insight/amazon-scraps-secret-ai-recruiting-tool- that-showed-bias-against-women-idUSKCN1MK08G …

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https://www.cnbc.com/2018/05/30/silicon-valley-is-stumped- even-a-i-cannot-remove-bias-from-hiring.html

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IT’S ABOUT PEOPLE

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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?
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INFORMED CONSENT

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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

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https://www.nytimes.com/2014/06/30/technology/facebook- tinkers-with-users-emotions-in-news-feed-experiment-stirring-

  • utcry.html
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What’s our (your!) responsibility on this?

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The ACM Code of Ethics

  • https://ethics.acm.org/
  • (It’s 2018, and it has existed for <6 months.That’s

telling.)