We have many dashboards available to us today in many contexts: finance, forecasts, consumption, demographics, etc. We witness the emergence of beautiful graphical representations more frequently than ever. Instead of flooding this post with examples of data visualization, I would like to put the spotlight on how we processes them, and what challenges that presents.

A couple of years ago, we were tasked at IDEO to design dashboard visualizations for Ford’s next generation hybrid vehicle, the Ford Fusion. Hybrid cars are efficient only if the driver maximizes the car’s potential; in other words, if the driver learns to make sense of the complex mechanics of two motors and regenerative braking. If the dashboard is the interface between the driver and the car, how might it coach drivers to make sense of this complexity and to adopt efficient driving habits? That is the obvious question, but it’s incomplete. The missing part is, how do we design without interfering with driving and safety?

This is the key question we need to address when we put people at the center of evaluation (as Jocelyn Wyatt puts it). In this context, it means recognizing that people are preoccupied with more important tasks than spending long amounts of time in front of dashboards and data visualizations. This is true in any setting, and in our case it was driving. The role of visualization should not be to demand full attention, but to support the priority task and improve it through feedback loops. The challenge is not just to display how you are doing right now, but also to figure out how you could do better. So, what does this mean for the visualization itself?

Every form of visualization should tell a story. Unfortunately there is limited attention and time to process all the stories. So the gist of the story, or its immediate impact, should be visible right away. The term I like to use for this principle is “glanceability.” What does a visualization tell us before we take time to analyze it? I invite you to look at the following chart and image for 10 seconds each and compare. What did you see? What did you feel?


Modified from Azar Askin’s reproduction of a poster by Muenster Planning Office, Germany

Displaying too many numbers upfront can be overwhelming, yet that does not mean we should avoid them altogether when visualizing data. Pushing the narrative metaphor further, the story of visualizations should unfold as one reads into them.

Al Gore highlights the dramatic increase in CO2 concentration by stepping on an elevated platform in the movie An Inconvenient Truth.

Today, we can use simple interactivity to accommodate an increased level of detail on demand. In more advanced terms, visualizations should allow for direct manipulation as Ben Shneiderman, one of the pioneers of information visualization field, put it in 1983.

Demographic data is often presented in very complex tables and boring charts. Gapminder presents historical data related to poverty in visually compelling and easily maneuverable ways, and actually confronts many of the myths we hold about the developed and developing worlds through the narrative told using the data.

You can explore more examples of data visualization in web and print publications such as Information Aesthetics, Flowing Data, Many Eyes, Wired, The New York Times, and right here at GOOD.

Some questions for further discussion:

  • Do you remember a visualization that told you a story?
  • What did you see at first glance?
  • How did you dig deeper?

Engin Erdo?an designs interactions and leads projects at IDEO.

UPDATE: We’ve removed an image previously posted at the request of the author.

  • Man’s dog suddenly becomes protective of his wife, Internet clocks the reason right away
    Dogs have impressive observational powers.Photo credit: Canva

    Reddit user Girlfriendhatesmefor’s three-year-old pitbull, Otis, had recently become overprotective of his wife. So he asked the online community if they knew what might be wrong with the dog.

    “A week or two ago, my wife got some sort of stomach bug,” the Reddit user wrote under the subreddit /r/dogs. “She was really nauseous and ill for about a week. Otis is very in tune with her emotions (we once got in a fight and she was upset, I swear he was staring daggers at me lol) and during this time didn’t even want to leave her to go on walks. We thought it was adorable!”

    His wife soon felt better, butthe dog’s behavior didn’t change.

    pregnancy signs, dogs and pregnancy, pitbull behavior, pet intuition, dog overprotection, Reddit stories, viral Reddit, dog instincts, canine emotions, dog owner tips
    Otis knew before they did. Canva

    Girlfriendhatesmefor began to fear that Otis’ behavior may be an early sign of an aggression issue or an indication that the dog was hurt or sick.

    So he threw a question out to fellow Reddit users: “Has anyone else’s dog suddenly developed attachment/aggression issues? Any and all advice appreciated, even if it’s that we’re being paranoid!”

    The most popular response to his thread was by ZZBC.

    Any chance your wife is pregnant?

    ZZBC | Reddit

    The potential news hit Girlfriendhatesmefor like a ton of bricks. A few days later, Girlfriendhatesmefor posted an update and ZZBC was right!

    “The wifey is pregnant!” the father-to-be wrote. “Otis is still being overprotective but it all makes sense now! Thanks for all the advice and kind words! Sorry for the delayed reply, I didn’t check back until just now!”

    Redditors responded with similar experiences.

    Anecdotal I know but I swear my dog knew I was pregnant before I was. He was super clingy (more than normal) and was always resting his head on my belly.

    realityisworse | Reddit

    So why do dogs get overprotective when someone is pregnant?

    Jeff Werber, PhD, president and chief veterinarian of the Century Veterinary Group in Los Angeles, told Health.com that “dogs can also smell the hormonal changes going on in a woman’s body at that time.” He added the dog may “not understand that this new scent of your skin and breath is caused by a developing baby, but they will know that something is different with you—which might cause them to be more curious or attentive.”

    The big lesson here is to listen to your pets and to ask questions when their behavior abruptly changes. They may be trying to tell you something, and the news may be life-changing.

    This article originally appeared last year.

  • Throughout history, women have stood up and fought to break down barriers imposed on them from stereotypes and societal expectations. The trailblazers in these photos made history and redefined what a woman could be. In doing so, they paved the way for future generations to stand up and continue to fight for equality.

  • ,

    Why mass shootings spawn conspiracy theories

    Mass shootings and conspiracy theories have a long history.

    While conspiracy theories are not limited to any topic, there is one type of event that seems particularly likely to spark them: mass shootings, typically defined as attacks in which a shooter kills at least four other people.

    When one person kills many others in a single incident, particularly when it seems random, people naturally seek out answers for why the tragedy happened. After all, if a mass shooting is random, anyone can be a target.

    Pointing to some nefarious plan by a powerful group – such as the government – can be more comforting than the idea that the attack was the result of a disturbed or mentally ill individual who obtained a firearm legally.


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