Information Visualization Digital Humanities Workshop Brad Hemminger.

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Presentation transcript:

Information Visualization Digital Humanities Workshop Brad Hemminger

Some more examples to motivate us Napeoleans March by Minard. The French engineer, Charles Minard ( ), illustrated the disastrous result of Napoleon's failed Russian campaign of The graph shows the size of the army by the width of the band across the map of the campaign on its outward and return legs, with temperature on the retreat shown on the line graph at the bottom. Many consider Minard's original the best statistical graphic ever drawn. Napeoleans March Weather Map (spatial, overlays) Weather Map A Century of Meat (timeline, annotated sections) A Century of Meat Baby Name Voyager (interactive visualization where you can modify/filter data and interact with visualization in real time) Baby Name Voyager

Health care reformHealth care reform:

Good Working Definition Visualization is the use of graphical techniques to convey information and support reasoning. (Pat Hanrahan)

Why is Visualization increasingly important these days? Most data is represented in digital computer format Increasing deluge of data, both in the quantity of things available and in the size (amount) of information in individual items. This makes it more difficult for our limited human brains to comprehend. Students suggest examples Visualization has been shown to improve how well we understand data and how quickly we can understand it. Addition of interactive visualizations under user control has increased these advantages.

Goals of Information Visualization In more detail, visualization should: ▫ Make large datasets coherent (present large amounts of information compactly) Newsmap Newsmap ▫ Present information from various viewpoints Visualizing the U.S. Electric Grid Visualizing the U.S. Electric Grid ▫ Present information at several levels of detail (from overviews to fine structure) GapVis (GoogleMaps) GapVis (GoogleMaps) ▫ Support visual comparisons Name Voyager (interactive) Name Voyager (interactive) ▫ Tell stories about the data Walk This WayWalk This Way

What are the ways in which Information Visualization Helps communication comprehension (amplifies cognition) exploration and discovery decision making (particularly use of filtering/dynamic queries)

Visualization for Problem Solving From Visual Explanations by Edward Tufte, Graphics Press, 1997 Illustration of John Snow’s deduction that a cholera epidemic was caused by a bad water pump, circa Horizontal lines indicate location of deaths.

What we will learn Framework for understanding and describing visualizations How to recognize factors important for good visualization design choice Study examples of good and bad designs Work through examples of how to make visualizations using some freely available tools Slide adapted from Chris North's

Visualization: Useful to group into two Primary Goals Analyze, Explore, Discover, Decide Explain, Illustrate, Communicate

Another way to think about it Answer this question: Do you know the answer? ▫ If yes,  Presentation, communication, education ▫ If no,  Exploration, analysis  Problem solving, planning,  Aid to thinking, reasoning Sometimes people distinguish by whether you are the creator or the viewer of the information; however, I think this is blurred, as many times a person does both. Ideas from this slide from Stone & Zellweger

Symbols/Icons (plus color)