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Data Visualization: How to truly tell a great story!
Jonathan Stewart
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Don’t Forget Silence your cell phones Online Evaluations
Submit for raffles by 3:30PM
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Business Intelligence Consultant
Jonathan Stewart Business Intelligence Consultant @sqllocks
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What this isn’t… VS
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What this isn’t… Use this chart, don’t use that one.
Use this color, not that one. Do this, don’t do that.
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What this is… Give general guides Show theory to let YOU decide
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Agenda History of Data Visualization
The types of data and visualizations How we see the world It’s All About The Audience Pitfalls to avoid Where to learn more!
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The History of Data Visualization
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Every day we create 2.5 quintillion (1018) bytes of data - so much that 90 percent of the world's data today has been created in the last two years alone. -IBM CMO Study, 2011
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Çatalhöyük – 6200 BC
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Most ubiquitous today?
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Most ubiquitous today?
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Most ubiquitous today?
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Different Types
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Two main types of data visualization
Exploration Explanation
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Exploration Discover new areas of interest Pose new questions
Discover new stories
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Explanation Answer a question Support a decision Convey information
Increase efficiency
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Two main types of data Qualitative Quantitative
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Qualitative Can also be categorical Favorite color = blue
Gender, State, etc. Non-Additive facts and some semi-additive
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Quantitative Expressed in numbers and can be counted and aggregated easily Fully additive facts
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How we see the world
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The need to visualize data
"Use a picture. It's worth a thousand words.“ -Tess Flanders, 1911
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The need to visualize data
Human brain processes images 60,000x faster than text. -Persuasion and the Role of Visual Presentation Support: The UM/3M Study, 1986 90 percent of the information transmitted to the brain is visual. -MIT News, January 16, 2014
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Ninio’s Extension Illusion
How many dots do you see? Ninio’s Extension Illusion
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The Gestalt Principles
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Gestalt Introduced by Christian von Ehrenfels
Psychological term meaning unified whole The whole is different (not greater) than the sum Gestalt Effect – Ability of the mind to generate whole images from a collection of parts
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Law of Pragnanz
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Law of Pragnanz
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Law of Pragnanz
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Law of Continuity
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Law of Continuity
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Law of Continuity
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Law of Similarity
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Law of Similarity
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Law of Similarity
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Law of Focal Point
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Law of Focal Point
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Law of Focal Point
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Law of Proximity
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Law of Proximity
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Law of Proximity
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Colors
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Colors We don’t see the same thing.
They have innate meanings and feelings
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Color vision deficiency (CVD)
Affects approximately 1 in 12 men (8%) and 1 in 200 (<1%) women in the world.
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Color blindness
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Normal Vision
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Deuteranopia
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Protanopia
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Tritanopia
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What can we do? Be conscious of red and greens together.
Find a CVD friendly palette when possible. Shading and gradients! Use help!
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The Psychology Color Wheel
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The Psychology Color Wheel
Combines the energy of red and the happiness of yellow. It is associated with joy, sunshine, and the tropics.
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The Psychology Color Wheel
The color of sunshine. It's associated with joy, happiness, intellect, and energy. Also caution.
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The Psychology Color Wheel
The color of nature. It symbolizes growth, harmony, freshness, and fertility.
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The Psychology Color Wheel
The color of the sky and sea. It is often associated with depth and stability. It symbolizes trust, loyalty, wisdom, confidence, intelligence, faith, truth, and heaven.
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The Psychology Color Wheel
Combines the stability of blue and the energy of red. Purple is associated with royalty. It symbolizes power, nobility, luxury, and ambition.
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The Psychology Color Wheel
Associated with light, goodness, innocence, purity, and virginity. It is considered to be the color of perfection. White means safety, purity, and cleanliness.
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The Psychology Color Wheel
Associated with power, elegance, formality, death, evil, and mystery.
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The Psychology Color Wheel
The color of fire and blood, so it is associated with energy, war, danger, strength, power, determination as well as passion, desire, and love.
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The Audience
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Consider Your Audience
Are they technical? Are they a 5000ft 1524m decision maker or implementer? What will they use it to do? What information is needed to accomplish their goal?
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5 Pitfalls to Avoid Visual Clutter – Keep it Simple Color Abuse
Poor Design Bad Data Pie Charts
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Summary Know the purpose Know the type Know the audience
Avoid pitfalls Keep it simple!
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QUESTIONS
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Resources Gestalt Psychology – Color Matters – CVD Color Lab -
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Business Intelligence Consultant
Jonathan Stewart Business Intelligence Consultant @sqllocks
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Thank You This FREE SQL Saturday is brought to you courtesy of these sponsors, speakers and volunteers who staff this event
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