Form design intern at Fathom, James Grady, maps population density in Dencity:

Dencity maps population density using circles of various size and hue. Larger, darker circles show areas with fewer people, while smaller, brighter circles highlight crowded cities. Representing denser areas with smaller circles results in additional geographic detail where there are more people, while sparsely populated areas are more vaguely defined.

While we’ve seen population density mapped, both directly and indirectly, the circle approach adds a different aesthetic that seems to add something about what it’s like to live somewhere. Compare to a broader country-level map or one that uses only color. Doesn’t this version feel like more?
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Project Stimmungsgasometer (say what?) is a giant smiley face that changes based on the mood of Berlin citizens. When they are collectively “happy” the light is a smile, and when they are not, it is a sad face. Input comes from facial recognition software that takes in video from a strategically placed camera. The software estimates whether passers by are happy or not, and then installation changes accordingly.
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Shan Carter, who makes interactive graphics for The New York Times, talks telling stories with data in his aptly named presentation, “How I tried for years to find the perfect form for interactive graphics, how I failed, and why, whether a perfect form exists or not, I’ve stopped my desperate pursuit.”

He starts with finding a balance between statistical analysis and story, and then finishes with the kicker that visualization is a form of communication just like a movie or a book. And that carries with it its own implications.

The short Q&A at the end is pretty good, too. Just ignore the first obligatory question on how you make graphics that get more traffic.

[Video Link via @mericson]

Testing the idea of six degrees of separation, first proposed by Frigyes Karinthy, the Facebook Data Team and researchers at the Università degli Studi di Milano found that most of us are connected by even fewer degrees, and average separation is getting smaller:

While we will never know if it was true in 1929, the scale and international reach of Facebook allows us to finally perform this study on a global scale. Using state-of-the-art algorithms developed at the Laboratory for Web Algorithmics of the Università degli Studi di Milano, we were able to approximate the number of hops between all pairs of individuals on Facebook. We found that six degrees actually overstates the number of links between typical pairs of users: While 99.6% of all pairs of users are connected by paths with 5 degrees (6 hops), 92% are connected by only four degrees (5 hops). And as Facebook has grown over the years, representing an ever larger fraction of the global population, it has become steadily more connected. The average distance in 2008 was 5.28 hops, while now it is 4.74.

So when you see random strangers, shake their hands and say hello. You’re practically best friends.

Too bad there isn’t an interactive we can enter random names on to see how close we are.

[Facebook]

Cathy O’Neil on when there’s enough data to justify a data scientist in the workplace:

Too much to fit on an Excel spreadsheet. And it’s not just how much, it’s really about how high quality the data is; the best is for it to be clean and for it to not be public, or at least not generally used for the purpose that your business uses it for.

Even data that does fit in Excel can be examined more closely. Then again, if you only have that much data, your data scientist will get bored quickly.

[VentureBeat]

For The Guardian, ITO World maps about 370,000 road-related deaths from 2001 through 2009, according to the National Highway Traffic Safety Association. The map is kind of rough around the edges, but it gets the job done. Easily zoom in to the location of choice either by clicking buttons, or type in the area you want in the search box. Zoom in all the way, and you’ll notice each accident is represented by an icon indicating type of accident, the age of the person who died, and year of crash.

As you might expect, accidents are more concentrated at city centers and on highways. What I didn’t expect was all the pedestrians involved.

[Guardian and ITO World]

There’s so much emphasis and attention on Black Friday, the day of sales after Thanksgiving in the states. People line up for hours before stores open at midnight in hopes that they’ll be able to get the best deal, but it looks like Black Friday isn’t even the day to get the best deals:

For higher-end electronics, Mr. de Grandpre’s trends show, shoppers should wait until the week after Thanksgiving.

“Black Friday is about cheap stuff at cheap prices, and I mean cheap in every connotation of the word,” Mr. de Grandpre said. Manufacturers like Dell or HP will allow their cheap laptops to be discounted via retailers on that Friday, but they will reserve markdowns through their own sites for later.

When later? Cyber Monday is a good day to buy.

On a whim, we found ourselves at a midnight Black Friday at the mall. I was like, “Eh, it shouldn’t be that busy this late at night.” So wrong. The avoidance of large crowds is enough of an incentive for me to wait. Although if I were a young, teenage girl in the market for a nice pair of boots, I suppose I might sing a different tune.

[New York Times via @drewconway]

Address is Approximate by Tom Jenkins tells the story of a lonely desk toy who goes on a road trip with Google streetview. I’ve watched this multiple times, and can’t get enough. Beautiful and touching. [via]

Saturday Morning Breakfast Cereal on significant digits and statisticians’ natural disbelief in numbers. Life is so hard. [Thanks, Michael]

Hilary Mason, chief scientist at bitly, examined links to 600 science pages and the pages that those people visited next:

The results revealed which subjects were strongly and weakly associated. Chemistry was linked to almost no other science. Biology was linked to almost all of them. Health was tied more to business than to food. But why did fashion connect strongly to physics? And why was astronomy linked to genetics?

The interactive lets you poke around the data, looking at connections sorted from weakest (fewer links) to strongest (more links), and nodes are organized such that topics with more links between each other are closer together.

Natural next step: let me click on the nodes.

[Scientific American via @hmason]

This past week I was shackled by a, um, condition where it was painful to move and difficult to concentrate, and Boost nutritional drinks were my friend, and solid foods were my enemy. (TMI?) I didn’t even know this was an issue for people under 30. My caring wife, the ER doctor, looked it up in her medical dictionary, Hardwood-Nuss’ Clinical Practice of Emergency Medicine, and this is what she found.

I guess venn diagrams are used for other things besides song lyrics and comics.

Take your fiber this Thanksgiving holiday. Thank me later.

As the Eurozone crisis develops, the BBC News has a look at what country owes what to whom:

Europe is struggling to find a way out of the eurozone crisis amid mounting debts, stalling growth and widespread market jitters. After Greece, Ireland, and Portugal were forced to seek bail-outs, Italy – approaching an unaffordable cost of borrowing – has been the latest focus of concern.

But, with global financial systems so interconnected, this is not just a eurozone problem and the repercussions extend beyond its borders.

Simply click on a country, whose arc length represents how much they owe, and arrows show debt.

[BBC News | Thanks, Eugene]

Randall Munroe of xkcd charts the things that money pays for, from the item off the dollar menu all the way up to the total estimated economic productivity of the human race. Following the same scheme to show relative scales that he used for his radiation chart, you get a big picture, a zoom for another big picture, and so on.
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