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  • Not just one chart

    February 13, 2015

    Topic

    Statistical Visualization  /  John Tukey

    There is no more reason to expect one graph to “tell all” than to expect one number to do the same.

    —John Tukey, Exploratory Data Analysis, 1977.

  • Algorithm-generated song, based on income data

    February 12, 2015

    Topic

    Data Art  /  algorithm, Brian Foo, music

    In the first song of his music experiment Data-Driven DJ, visual artist Brian Foo used median household income data to create a song that represents a ride on a New York subway.
    Read More

  • Visualization constraints

    February 12, 2015

    Topic

    Design  /  constraints

    In a discussion of context and visualization, Jen Christiansen pulls out a good snippet from Jacob Bronowski’s The Observer (1952) on design constraints.
    Read More

  • Trust engineers

    February 11, 2015

    Topic

    Statistics  /  experiment, facebook, lunch talk

    The most recent episode of RadioLab is on social experimentation and social networks. More specifically, Facebook and their timeline tinkering.
    Read More

  • Human brain size compared to animals’

    February 11, 2015

    Topic

    Statistical Visualization  /  animals, brain

    Mosaic provides a simple comparison of brain size in a handful of animals so that you can compare to the average human. Select among several measures such as actual weigh, percent of body mass, or number of neurons. These measures don’t seem to say much about smarts.

    Absolute brain size clearly isn’t what really matters, otherwise people would be cognitive pygmies compared to whales and elephants. But brain size relative to body size doesn’t seem to be a particularly informative measure either. Marmosets — diminutive monkeys that are not thought to be among the brightest of primates — have brains that tip the scales at around 2.7 per cent of body mass, easily beating our own 2.0 per cent.

    However, there are measurements that seem to matter.

  • Pac-Man ghost algorithms

    February 10, 2015

    Topic

    Statistics  /  Pac-Man

    The ghosts in Pac-Man have different personalities represented by their search technique. For example, Pinky tries to predict where you will be in four moves. I had no idea. Game/Show provides an overview of the in-depth details covered by The Pac-Man Dossier by Jamey Pittman.
    Read More

  • Job gains and losses over time

    February 10, 2015

    Topic

    Infographics  /  jobs, Wall Street Journal

    Andrew Van Dam and Renee Lightner for the Wall Street Journal provide a couple of useful linked views of unemployment and job gains and losses. The former comes as a grid where each cell represents the unemployment rate, and the standard time series is shown below that.
    Read More

  • Vaccination rates for every kindergarten in California →

    February 9, 2015

    Topic

    Maps  /  New York Times, vaccination

    The New York Times mapped the vaccination rate for every kindergarten in California. Bubbles are sized by enrollment and colored by rate, where red represents under 60 percent and blue represents at or above the rate recommended by the CDC for herd immunity.

    Glad the Times was able to get this data together. Important.

  • Professor ratings by gender and discipline

    February 9, 2015

    Topic

    Statistical Visualization  /  education, gender

    Based on about 14 million reviews on RateMyProfessor, this tool by Ben Schmidt lets you compare words used to describe professors, categorized by gender and discipline. For example, the above is the usage rate of “smart” in reviews, and you see lower rates with professors who are women than for men, for every discipline. This is true when you look at all reviews at once, just positive ones, or just negative ones.

    Telling. And just the beginning. Do your own search and find out more about the data and models on Schmidt’s FAQ.

  • Baking units demystified

    February 6, 2015

    Topic

    Infographics  /  units

    A handy chart by Andrew M.H. Alexander. Treemap conversion from one gallon, down to a teaspoon.

  • Shrinking middle class

    February 6, 2015

    Topic

    Statistical Visualization  /  income, middle class, Upshot

    The Upshot has a detailed, chart-filled summary of the shrinking middle class, categorized by age, education, race, and family status.
    Read More

  • Vaccination rate and measles outbreak simulation

    February 5, 2015

    Topic

    Infographics  /  Guardian, measles, simulation, vaccination

    You’ve probably heard about herd immunity by now. Vaccinations help the individual and the community, especially those who are unable to receive vaccinations for various reasons. The Guardian simulated what happens at various vaccination rates.

    Luckily, the measles vaccine — administered in the form of the MMR for measles, mumps and rubella — is very effective. If delivered fully (two doses), it will protect 99% of people against the disease. But, like all vaccines, it’s not perfect: 1% of cases are likely to result in vaccine failure, meaning recipients won’t develop an immune response to the given disease, leaving them vulnerable. Even with perfect vaccination, one of every 100 people would be susceptible to measles, but that’s much better than the alternative.

    If you’re still unsure, please consult this flowchart to decide.

  • Data Underload  /  commute

    Compare Worst and Best Commutes in America

    See who has it worse off and better than you.

    Read More
  • Where and why men outnumber women

    February 5, 2015

    Topic

    Statistical Visualization  /  gender, World Bank

    There are an estimated 60 million more men than women on this planet, based on data from World Bank. David Bauer takes a look at the places where the male majority is largest.
    Read More

  • Data Underload  /  commute, work

    Interactive: When Do Americans Leave For Work?

    We don’t all start our work days at the same time, despite what morning rush hour might have you think.

    Read More
  • Transposing embroidery to music

    February 3, 2015

    Topic

    Data Art  /  embroidery, music

    In Soundweaving, Zsanett Szirmay used embroidery as a score to feed into a music box. Each stitching square is a punch hole, and because of the repeating patterns in “embroidered shirts and pillows from the Transylvanian Bukovina,” the results aren’t so farfetched as musical notes.
    Read More

  • Conflicting views: Public versus scientists

    February 2, 2015

    Topic

    Statistics  /  Pew Research, public opinion, science

    Science and society opinion by Pew Research

    Pew Research Center released a report that compares the public and scientists’ views on science and society.

    On some things, such as the space station, fracking, and bioengineered fuel, U.S. adults and scientists a part of the American Association for the Advancement of Science share similar sentiments. On other issues, such as genetically modified foods, animals in research, and climate change, there are big differences.

  • Your street name across the country

    February 2, 2015

    Topic

    Maps  /  New York Times, streets

    Here’s a fun searchable map from the New York Times. Enter a street’s name, and you can see how many other streets have the same name in other states. Based on Zillow data, you also get a quick comparison of estimated worth of houses on your street versus homes with the same street name but different suffix.
    Read More

  • Flowchart: Should you vaccinate your child?

    January 30, 2015

    Topic

    Miscellaneous  /  flowchart, vaccination

    Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes.

    Yes. A handy flowchart by Scott Bateman.

  • Chances that a drug treatment helps

    January 29, 2015

    Topic

    Infographics  /  drugs, health, Upshot

    It’s a common belief that if someone has a medical condition, a patient can take a treatment and the condition gets better or goes away. That is, improvement is directly related to intake. However, as it turns out, there’s often a good chance the patient would have gotten better without the treatment. There’s also a chance a treatment does nothing.

    Austin Frakt and Aaron E. Carroll for the Upshot describe these chances through a metric called number needed to treat, or N.N.T. The simple animations throughout the article provide a great dose of perspective to the odds.

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