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  • Testing broken computer colors

    May 21, 2015

    Topic

    Design  /  color

    Computers can calculate an infinite number of colors, but our brains can only process and see so much. This is why color spaces are important in visualization. Your code might dictate different shades, but they might look the same when you look at the visual.

    And it’s why Scott Sievert explored the various spaces and provides an interactive for comparing various shades.

    We see that certain color spaces are constrained by device limitations (RGB, HED). We see that other color spaces emphasize the pigments (HSV) or other elements like additive/subtractive color (LUV, LAB). We see that certain color spaces play nicely with addition and perform a smooth gradient between the two colors (XYZ, RGB2 aka the method described above).

  • Graduate student makes up data for fake findings

    May 20, 2015

    Topic

    Mistaken Data  /  fake data, retraction

    Last month, This American Life ran a story about research that asked if you could change people’s mind about issues like same-sex marriage and abortion — with just a 22-minute conversation. The research was published in Science, but Donald Green asked the publication to retract the paper recently. It seems his co-author and UCLA graduate student, Michael LaCour, made up a lot of data.
    Read More

  • Projects  /  beer, physical

    Brewing Multivariate Beer

    I was toying around with the idea of multivariate beer, where the ingredients varied by county demographics. Could I taste the difference? Here’s how the experiment went.

    Read More
  • Satellite time-lapse shows changes on the ground

    May 19, 2015

    Topic

    Maps  /  satellite, time-lapse

    Since the 1970s, NASA has used satellites to take pictures of the Earth’s surface. This is an ongoing process, so when you string together the photos and play them out like a flip book, you see dramatic changes where cities boom, bodies of water dry up, and forests disappear. This is the motivation behind Earthshots, available for viewing via USGS.
    Read More

  • Time-lapse using photos online

    May 19, 2015

    Topic

    Statistics  /  time-lapse

    Think of time-lapse photography, and you imagine someone sets up a camera in a single spot to take photos at set periods of time. Researchers from the University of Washington and Google tried something else.
    See it in action

  • Running through digital particles

    May 18, 2015

    Topic

    Data Art  /  Kinect, movement, Nike

    Force of Nature by FIELD is a running installation commissioned by Nike. It uses data fed from Kinect and sensors hooked up to a treadmill to create an experience as if you were running through a sea of particles.
    Watch the video

  • Upgraded self, but there’s a catch

    May 18, 2015

    Topic

    Self-surveillance  /  privacy, Washington Post

    With wearables and cheaper and advancing tech, the how part of personal data collection is fairly straightforward. So now we move into the more socially complex questions around privacy, money, and usage. Ariana Eunjung Cha for the Washington Post looks a bit closer at the quantified self.
    Read More

  • Animated history of US county boundaries

    May 15, 2015

    Topic

    Maps  /  animation, boundaries

    Here’s a straightforward animation that shows US county boundaries change between 1629 and 2000. You can also grab all the data from the Newberry Library site.
    Watch video

  • Estimated age based on your name

    May 15, 2015

    Topic

    Statistical Visualization  /  names, Randal Olson

    A while back, Nate Silver and Allison McCann for FiveThirtyEight estimated age based on a person’s name using a relatively straightforward calculation. Using data from the Social Security Administration, they looked at number of people given a name in a year and crossed that with actuarial tables for annual deaths.

    Randal Olson turned that into an interactive name age calculator. Punch in a name. See the median age distribution.
    Read More

  • Data as a verb

    May 14, 2015

    Topic

    Statistics  /  grammar, verb

    As in, you data me, I data you, and they data us. Jer Thorp argues for a verbified data, because after all, it’s already in a grammatical shift with the whole big data thing. Just take it a step further already.
    Read More

  • A year of earthquakes

    May 14, 2015

    Topic

    Maps  /  earthquake, Fathom

    Fathom provides an interactive browser for a year of earthquakes, based on data from USGS. You’ve likely seen this data before, but the interaction is quite useful and applicable to other maps.

    Filters on the right let you turn layers — population density, mortality risk, and the tectonic plates lines — on and off and subset by magnitude. The timeline on the bottom lets you scrub by time with an adjustable time span.

  • Data Underload  /  sandwiches

    Sandwich Place Geography

    Subway dominates the sandwich chains.

    Read More
  • The Great Grid Map Debate of 2015

    May 12, 2015

    Topic

    Maps  /  grid map, Twitter

    There’s been a sudden bump in grid maps lately taking the place of state choropleths. For example, Haeyoun Park used them to show changes in state laws for gay marriage. The advantage over the choropleth is that each state gets equal visual space, and the placement still lets people find specific states and interpret geographic relationships.

    The grid format is pretty much universally liked, but now we must ask what shape is best? NPR tried the grid with hexagons. Danny DeBelius explains the reasoning, and the grid map landscape may never be the same again.

    But you know what? Forget all that.
    Read More

  • The big companies behind organic food brands

    May 12, 2015

    Topic

    Infographics  /  food, organic, Phil Howard, Washington Post

    When you walk down the aisles of the grocery store, there are probably shelves of organic foods with branding that looks small, local, and healthy. It’s almost like you’re buying products direct from the farmer. But probably not. The Washington Post highlights the ownership, based on work by Phil Howard, who has looked at similar ownership networks with beer, wine, and soda in years past.
    Read More

  • Illegal to collect environmental data in Wyoming

    May 11, 2015

    Topic

    Data Sharing  /  environment, law, Wyoming

    Wyoming just passed a law that makes it illegal to collect data about the environment, if you intend to send it to a federal or state government agency.

    The reason? The state wants to conceal the fact that many of its streams are contaminated by E. coli bacteria, strains of which can cause serious health problems, even death. A small organization called Western Watersheds Project (which I represent pro bono in an unrelated lawsuit) has found the bacteria in a number of streams crossing federal land in concentrations that violate water quality standards under the federal Clean Water Act. Rather than engaging in an honest public debate about the cause or extent of the problem, Wyoming prefers to pretend the problem doesn’t exist. And under the new law, the state threatens anyone who would challenge that belief by producing information to the contrary with a term in jail.

    Um, wut?

    The intent part confuses me most. So is it okay to collect environmental data that you don’t plan on sending to a government agency? If I were in Wyoming, I’d grab the nearest water kit, collect data water data like a fiend, and send it to my local paper, news outlet, or anywhere else that could publicize high concentrations of E. coli.

  • #DrunkTufte

    May 11, 2015

    Topic

    Miscellaneous  /  humor

    There were some blips on Twitter last week for the DrunkTufte hashtag for which people made some not so readable charts. I’m really hoping it becomes a thing. The entry below is by Matt Fogel. Makes sense to me.

    DrunkTufte

  • Problems with algorithmic policy-making

    May 11, 2015

    Topic

    Statistics  /  algorithm, policy

    Virginia Eubanks for Slate describes the dangers of relying too heavily on black-boxed algorithms to create and enforce policies.

    Policy algorithms promise increased efficiency, consistent application of rules, timelier decisions, and improved communication. But they also raise issues of equity and fairness, challenge existing due process rules, and can threaten Americans’ well-being. Predictive policing relies on data built upon a foundation of historical racial inequities in law enforcement. Remote eligibility systems run on the questionable assumption that lacking a single document—in a process that often requires dozens of pages of supporting material—is an affirmative refusal to cooperate with the welfare determination process.

  • Visualization is growing up

    May 8, 2015

    Topic

    Visualization

    For a while, somewhere in between 2007 and 2011, infographics — in the everyday person’s sense, not the statistician’s — were all the rage. They came in lots of shapes and sizes and covered a wide span of useful to useless topics. While these sort of graphics are still around, they’re dwarfed by a different brand of work these days. A more mature one.

    Mark Wilson for FastCompany describes the evolution. (Disregard the “What Killed The Infographic?” title of the article. Spammy embedded infographics are slowly dying, but the good stuff is a young whippersnapper discovering its powers.)
    Read More

  • Rising beef prices and cattle theft

    May 7, 2015

    Topic

    Statistical Visualization  /  economy, FiveThirtyEight, food

    Eric Benson for FiveThirtyEight delves into cattle theft, which can cost an owner millions of dollars overnight, and the link to rising beef prices.

    Most cuts of beef increased in cost since 1995, but brisket, while still not the most expensive cut, has really increased in value in the past couple of years. It peaked in January 2015 at $3.52 per pound wholesale. It was only $2.26 in January 2014. That’s kind of big deal considering you’re buying a 10-pound piece of meat at the grocery store, versus a couple of pounds of steak.

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