Data Driven Societies: From Data/Tech to DataVizProfessors Gaze & Gieseking

Data & Technology & Statistics, Oh My

History of data and technology

Statistical thinking

Data visualization

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Visualize This

“...there are right ways and wrong ways to show data; there are displays that reveal the truth and displays that do not.”— Edward Tufte, Visualizing Explanations (45)

The Beginnings of Data Visualization: William Playfair

Tufte: Snow’s Cholera Map 1854

Tufte: Challenger O’Rings 1987

Tufte: What is Bad DataViz?

✦ Disappearing legend✦ Chartjunk - visual elements in charts and graphs not

necessary for their comprehension ✦ “Chartjunk indicates statistical stupidity, just as weak

writing reflects weak thought. ... Good design brings absolute attention to data.” (48)

✦ Lack of clarity in depicting cause and effect✦ Wrong order

Yau: Visualization as Medium

flowingdata.com/2010/10/18/true-size-of-africa/

Yau: Visualization as Medium

Patrick Smith, 2010

Tufte & Yau: What is Good DataViz?

TufteCertain key rules must be applied:✦ Place data in appropriate

context to assess cause/effect

✦ Make quantitative comparisons

✦ Consider alternative explanations and contrary cases

✦ Assess possible errors in data

YauYou may need to throw out the rules but these ideas generally apply:✦ Let the type of visual and tool fit

question✦ Visualization is storytelling✦ Entertainment and humor can

be helpful✦ Let data guide design✦ Recognize how interface

interactions with data