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One of the most fascinating things to come out of the current We Are 99%/Occupy Wall Street protests is the We Are 99% Tumblr.  At the site, people hold up signs that explain their current circumstances, and it tells the story of a whole range of Americans struggling in the Lesser Depression.  It is highly recommended. DATA The site features pictures of individuals holding their signs, and occasionally the tumblr reproduces the text of the signs themselves underneath the image as html text.  Sometimes the text under the image is blank, sometimes it is a different message, but often it is the sign itself. In order to get a slightly better empirical handle on this important tumblr, I created a script designed to read all of the pages and parse out the html text on the site.  It doesn't read the images (can anyone in the audience automate calls to an OCR?), just the html text.  After collecting all the text on all the pages, the code then goes through it to try to find interesting points. It's a fun exercise, pointing out things I wouldn't have seen otherwise.  For instance, I found this adorable little rascal, pictured below, mucking up the algorithm, as the first version of the code assumed all the ages would have two digits.  I found that he, and the sign his mom made for him as a confessional to her son, hit me a ton harder than any of the more direct signs of despair in this economy:

Wall Street Isn't Winning - It's Cheating The two-tiered justice system: an illustration 9/10/2001: Rumsfeld says $2.3 TRILLION Missing from Pentagon  The due-process-free assassination of U.S. citizens is now reality The Quiet Coup "the finance industry has effectively captured our government" What OWS is about + data behind the movement Data privacy is now extinct in the U.S. "The problem that confronts us is that every living system in the biosphere is in decline and the rate of decline is accelerating. There isn't one peer-reviewed scientific article that's been published in the last 20 years that contradicts that statement. Living systems are coral reefs. They're our climatic stability, forest cover, the oceans themselves, aquifers, water, the conditions of the soil, biodiversity. They go on and on as they get more specific. But the fact is, there isn't one living system that is stable or is improving. And those living systems provide the basis for all life." The 1% are the very best destroyers of wealth the world has ever seen The prison industry in the United States: big business or a new form of slavery? How the GOP Became the Party of the Rich: The inside story of how the Republicans abandoned the poor and the middle class to pursue their relentless agenda of tax cuts for the wealthiest one percent

I'm an admirer of Caitlin Flanagan's skills as a writer of prose, and I like that she likes to take on topics that others shy away from. But it's always bothered me that the Atlantic lets her write articles that, under guise of book reviewing or some such, make sweeping statements of social trends without any kind of empirical backing or even recognition of the possibility that assertions can be verified or not through data. Fortunately, for the first time ever this blog has an intern, Ryan McNeely, currently pursuing an MA at Princeton and conversant with research methods and facts in a way that Flanagan isn't. I asked him to poke around at her latest article which posits that very young teen girls are spearheading a cultural counterrevolution against a burgeoning hookup revolution. Not surprisingly, there seem to be some problems.

Organized religion will all but vanish eventually from nine Western-style democracies, a team of mathematicians predict in a new paper based on census data stretching back 100 years.

This week, we're going to take a step back from examining messages to your matches and take a look at matching itself. We'll slice OkCupid's data on compatibility by religion, race, and other factors, and by the end we'll have some unsettling conclusions on how people match and interact online. But first, I want to explain something important.

ScienceDaily (Aug. 19, 2011) - Boys are maturing physically earlier than ever before. The age of sexual maturity has been decreasing by about 2.5 months each decade at least since the middle of the 18th century. Joshua Goldstein, director of the Max Planck Institute for Demographic Research in Rostock (MPIDR), has used mortality data to demonstrate this trend, which until now was difficult to decipher. What had already been established for girls now seems to also be true for boys: the time period during which young people are sexually mature but socially not yet considered adults is expanding.

We feel instinctively that societies with huge income gaps are somehow going wrong. Richard Wilkinson charts the hard data on economic inequality, and shows what gets worse when rich and poor are too far apart: real effects on health, lifespan, even such basic values as trust.

Excited to unveil the research collated via the #KyaBola campaign that has touched tangential aspects of the problem of indiscriminate honking. We look forward to your comments/ suggestions to mark this campaign as the beginning of a positive social change.

Tech-wizards, @carlo-ratti-associati use portable technology that employs drone formations to draw on urban facades. With this project, any façade can become a space to showcase new forms of open-source, collaborative art using real-time data. Check it out here and leave us your views…

Scholars gathered at Columbia University to focus on the elite in American society and their relationship to the non-elite.