Social media sentiment can predict fluctuations in stock market volume as much as six to seven days ahead of time, according to a Harvard Business School doctoral candidate who has been studying the impact social media has on equities.
That could become a valuable tool for hedge funds and investment firms. High volatility often makes it easier for firms to trade stocks. Volatility predictions can also be factored into more comprehensive trading models and better predict whether a stock's price will rise or fall.
Several years ago, I spoke on a panel at an advertising industry conference with Om Malik and Michael Arrington. Arrington, my former employer, was bored by the conversation and mocked me throughout it. One of the last questions we were asked on the panel was what technology we were most excited about at the time. I said I was most excited by trends represented by a little startup called Rapportive, which sits in your Gmail sidebar and shows you aggregated information about whoever you are emailing.
Arrington laughed at me, just like he had laughed at me in the conference green room when I showed people photos on my phone of the chickens I was raising in my backyard. Just as I was vindicated when the TV show Portlandia later demonstrated that it is perfectly reasonable to raise chickens here in my home town, so too do I feel a little vindicated by the reported acquisition in the works of Rapportive by social network LinkedIn. OK, so both are a little silly. But the point is: Rapportive is awesome and I was right.
Although predictions last week raised expectations about the role that social media would play in reshaping what has historically been one of the most engaging non-holiday events in the U.S. every year, the first analysis of yesterday's public social network data by advertising analysis firm Networked Insights makes a compelling revelation: Almost three-fourths of the chat taking place among Twitter and Facebook users Sunday night had nothing to do with the game itself.
In fact, according to Networked Insights' data, the Super Bowl topic that trended in third place was "Brady," but when you break that topic down, you realize it may actually have been more about Mrs. Tom Brady - supermodel Gisele Bundchen, who appeared on camera perhaps once during the game, whom Tweeters evidently referred to as "Mrs. Brady" or perhaps "Lady Brady" - than about the New England Patriots quarterback.
Facebook has announced what will likely be the tech industry's biggest Initial Public Offering of stock ever. What do practitioners of feminism, a philosophy centered in the experiences of women, have to say about the political economy of the world's biggest social technology company? They've raised a number of interesting questions so far.
It seems that everyone has an opinion about Facebook's stated goal of being a force for good in the world. Feminists online have also raised questions about the company's unusually exclusive all-male Board of Directors and about mega-powerful COO Sheryl Sandberg's public calls for women to pull themselves up by their own bootstraps. As a cultural phenomenon of historic proportion, what does the Facebook IPO mean with regard to gender?

Facebook's IPO filing, released this week, is fascinating for many reasons: We've already covered several angles.
Perhaps the most exciting, though, is the wealth of data about the company that is finally public - from its user statistics to its growth around the world to its finances. I've highlighted and visualized some of the most interesting data in this series of charts.
The Internet may have grown up first in the United States, but it's a global phenomenon now. The same can be said for the fast-growing body of educational content on the web. YouTube announced a new batch of partners that were added to its Education Channel today and noted that nearly 80% of the viewership of educational content on the site came from outside the United States. Less than 70% of the site's total traffic is International, so the educational content is disproportionately viewed by global audiences.
Both YouTube and iTunes U are serving up huge quantities of educational content to a world already in the throes of a 50 year revolution in global education. In some ways they represent exactly the kind of education that a new world needs, too: learning that augments existing education and fosters life-long development of non-routine analytical and interactive skills. That's a recipe for good times.
Facebook is about to jump into unfriendly waters. If founder Mark Zuckerberg thought the company faced fierce competitors in Silicon Valley, he is about to find that the denizens of Wall Street are not nearly so forgiving. There are risks to going public. How does the world perceive your company? Can the platform grow and maintain its edge? The trick for Facebook will be to balance the concerns of its shareholders with the need to push the boundaries of innovation. This is no easy task.
In its S-1 filing today, Facebook outlined a litany of risks for the company going forward. Monetizing the mobile user base in a system dominated by its competitors will be a major challenge going forward. Diversifying its portfolio away from its reliance on advertising will be a big task, one that Google has never quite figured out. We take a deep dive into Facebook's risk factors below.
In 1959 (as I recall), my mother, an acclaimed professional artist, had entered a handful of her oil paintings into an annual art show. Someone attending the show noted that one particular work, the face of a peasant boy, strongly resembled a photograph that had appeared in Life magazine. Well, there was no coincidence about it: Mom had studied precisely that face, and her work was based on that photograph. (The card tacked to the wall actually said so, if anyone had bothered to read it.)
So it was that the local newspaper "exposed" my mother as a fraud, a counterfeiter. It ran a story with the painting next to the Life magazine photograph itself. Thus began a lifelong dialog that became one of the threads of my life: a case study in fair use that fueled endless debates in the Socratic method between Mom and her art students for the next four decades. It began with the delicious irony of the newspaper having reprinted the Life photograph without Time-Life's permission, and embraced the lovely fact Mom eventually sold the painting for many times the original price.
Twitter and LinkedIn will continue to see strong advertising growth, with Twitter's revenue expected to nearly double between 2012 and 2014, according to a report by eMarketer Digital Intelligence.
The report comes against the backdrop of Facebook's pending, initial public offering and illustrates that advertising models for social networks seem to be working. Twitter gets 90% of its revenue from U.S. advertisers, while LinkedIn depends more on foreign advertisers, with just 68% of its 2012 ad revenue expected to come from the U.S.
It's easy to slam Hollywood for not understanding how technology works, or for putting its legacy business models ahead of user experience. Especially when big media companies do things like restrict digital access to movies and then cry about piracy.
But Hollywood isn't always acting alone. Sometimes, the savviest Web companies around - Netflix, for instance - are playing along, with their own agendas.
The latest example: Not only must Netflix customers wait 56 days before renting Warner Bros. new release discs, but they can't even add them to their rental queues until 28 days after they've been released. Sounds a little nuts, no?