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EFFECTIVE VISUAL OF IN ENGINEERING

By Clayton Chiarelott UT Center CLEAR, CONCISE, & PRECISE

…A sentence should contain no unnecessary words, a paragraph no unnecessary sentences, for the same reason that a should have no unnecessary lines and a machine no unnecessary parts…

(Strunk & White, 2000/1935, p. 22) TWO WAYS OF DISPLAYING RESULTS

Tables Figures • Numerical values and textual information • Any type of other than a . organized into columns and rows. • Includes , graphs, , , etc. PURPOSE OF DISPLAYING RESULTS

• Exploration • Communication • Calculation • Storage • Decoration In scientific publications, the communication function is the most important. Anything that interferes with communication is a problem BAD TABLE

What's wrong with this one? • Too many digits as indicated by the estimated standard errors • Ending zeros were dropped. • If the digits in 0.02229 were meaningful, then 0.02100 should be given rather than 0.021. What should have been done? • Cite standard errors rather than variances • Use the standard errors to guide you regarding which digits to present; don't include digits that are just noise. • Don't drop ending zeros when they are meaningful. TEXT ALIGNMENT IN TABLES MISLEADING FIGURES

Distortions • Sometimes distortions occur because of errors. • Sometimes because the artist tried to be clever. • Sometimes because they don’t understand statistics. The of the , Christine Chan, explained her decision on her feed, saying, "I prefer to show deaths in negative terms (inverted). It's a preference really, can be shown either way." MISLEADING FIGURES: LIE FACTOR

• Ed Tufte of Yale University coined the term “lie factor” to describe the amount of distortion in a graph • Defined as: = 𝑠𝑠𝑠𝑠𝑠𝑠𝑠𝑠 𝑜𝑜𝑜𝑜 𝑡𝑡푡𝑡𝑡 𝑒𝑒𝑒𝑒𝑒𝑒𝑒𝑒𝑒𝑒𝑒𝑒 𝑠𝑠𝑠𝑠�𝑠𝑠𝑠𝑠 𝑖𝑖𝑖𝑖 𝑡𝑡푡𝑡𝑡 𝑔𝑔𝑔𝑔𝑔𝑔𝑔𝑔� • Lie𝐿𝐿𝐿𝐿𝐿𝐿 factor𝑓𝑓𝑓𝑓𝑓𝑓𝑓𝑓𝑓𝑓𝑓𝑓 > 1 = size of𝑠𝑠𝑠𝑠𝑠𝑠𝑠𝑠 the 𝑜𝑜𝑜𝑜effect𝑒𝑒𝑒𝑒𝑒𝑒𝑒𝑒 is𝑒𝑒 𝑒𝑒exaggerated𝑠𝑠𝑠𝑠�𝑠𝑠𝑠𝑠 𝑖𝑖𝑖𝑖 𝑑𝑑𝑑𝑑𝑑𝑑𝑑𝑑 • Don’t take too seriously; it’s a satirical formula MISLEADING FIGURES: LIE FACTOR DATA INK RATIO

• Above all else show data. • Maximize the data-ink ratio. • Erase non-data-ink. • Erase redundant data-ink. • Revise and edit Data–ink ratio = 1 DATA INK RATIO

• Interior decoration of graphics that doesn’t tell the viewer anything new (Tufte, 1983) • Non-data-ink or redundant data-ink JUST SAY NO TO 3D GRAPHS JUST SAY NO TO 3D GRAPHS Tu f t e considers this one of the worst graphs ever Age because Structure • it only displays 5 data of College points, Enrollment • it wastes a lot of space, • the top half is inexplicably inverted, • it’s 3D, and • it has multiple clashing colors. PRESENTATIONS

• Color • Layout • Organization TYPOGRAPHY

• Use a sans serif typeface such as Arial Use boldface (Arial) • Use type sizes at least 24 points (smaller font is okay for references) • Avoid presenting text in all capital letters TYPOGRAPHY

• Slide from the contractor Morton- Thiokol’s presentation to NASA about the Challenger Shuttle, which later exploded. • Capital letters are difficult to read • Too many words for the audience to comprehend COLOR

• Use either light type against a dark background or dark type against a light background • Avoid red–green, blue–yellow combinations (many people cannot distinguish) LAYOUT

• Keep text blocks, such as headlines and listed items, to no more than two lines • Keep lists to two, three, or four items; make listed items parallel; avoid sublists, if possible • Be generous with white space • Limit the number of items on each slide • Limit the number of slides so that you can dedicate at least one minute to each ORGANIZATION

Visual depiction of the organization of a scientific presentation. • The speaker begins with the big picture, • focuses on the work in the middle, and • comes back to the big picture in the end – so what? IMPORTANCE OF VISUAL COMMUNICATION

• Visual communication is an essential skill in today’s competitive economy where marketing and presentations are important ingredients for success, for both individual and enterprises. • The marketplace requires workers with multi-disciplinary skills, including effective visual communicators • In some cases, effective visual communication can save lives (e.g., Challenger) FURTHER

• Michael Alley The Craft of Scientific Presentations • • Beautiful Evidence • The Visual Display of Quantitative Information • Envisioning Information • Visual Explanations