Tag Archives: analytics

Six Provocations for Big Data

The era of “Big Data” has begun. Computer scientists, physicists, economists, mathematicians, political scientists, bio-informaticists, sociologists, and many others are clamoring for access to the massive quantities of information produced by and about people, things, and their interactions. Diverse groups argue about the potential benefits and costs of analyzing information from Twitter, Google, Verizon, 23andMe, Facebook, Wikipedia, and every space where large groups of people leave digital traces and deposit data. Significant questions emerge. Will large-scale analysis of DNA help cure diseases? Or will it usher in a new wave of medical inequality? Will data analytics help make people’s access to information more efficient and effective? Or will it be used to track protesters in the streets of major cities? Will it transform how we study human communication and culture, or narrow the palette of research options and alter what ‘research’ means? Some or all of the above?

Kate Crawford and I decided to sit down and interrogate some of the assumptions and biases embedded into the rhetoric surrounding “Big Data.” The resulting piece – “Six Provocations for Big Data” – offers a multi-discplinary social analysis of the phenomenon with the goal of sparking a conversation. This paper is intended to be presented as a keynote address at the Oxford Internet Institute’s 10th Anniversary “A Decade in Internet Time” Symposium.

Feedback is more than welcome!

Twitter: “pointless babble” or peripheral awareness + social grooming?

Studies like this one by Pear Analytics drive me batty. They concluded that 40.55% of the tweets they coded are pointless babble; 37.55% are conversational; 8.7% have “pass along value”; 5.85% are self-promotional; 3.75% are spam; and ::gasp:: only 3.6% are news.

I challenge each and every one of you to record every utterance that comes out of your mouth (and that of everyone you interact with) for an entire day. And then record every facial expression and gesture. You will most likely find what communications scholars found long ago – people are social creatures and a whole lot of what they express is phatic communication. (Phatic expressions do social work rather than conveying information… think “Hi” or “Thank you”.)

Now, turn all of your utterances over to an analytics firm so that they can code everything that you’ve said. I think that you’ll be lucky if only 40% of what you say constitutes “pointless babble” to a third party ear.

Twitter – like many emergent genres of social media – is structured around networks of people interacting with people they know or find interesting. Those who are truly performing to broad audiences (e.g., “celebs”, corporations, news entities, and high-profile blogger types) are consciously crafting consumable content that doesn’t require actually having an intimate engagement with the person to appreciate. Yet, the vast majority of Twitter users are there to maintain social relations, keep up with friends and acquaintances, follow high-profile users, and otherwise connect. It’s all about shared intimacy that is of no value to a third-party ear who doesn’t know the person babbling. Of course, as Alice Marwick has argued, some celebs are also very invested in giving off a performance of intimacy and access; this is part of the appeal. This is why you can read what they ate for breakfast.

Far too many tech junkies and marketers are obsessed with Twitter becoming the next news outlet source. As a result, the press are doing what they did with blogging: hyping Twitter us as this amazing source of current events and dismissing it as pointless babble. Haven’t we been there, done that? Scott Rosenberg even wrote the book on it!

I vote that we stop dismissing Twitter just because the majority of people who are joining its ranks are there to be social. We like the fact that humans are social. It’s good for society. And what they’re doing online is fundamentally a mix of social grooming and maintaining peripheral social awareness. They want to know what the people around them are thinking and doing and feeling, even when co-presence isn’t viable. They want to share their state of mind and status so that others who care about them feel connected. It’s a back-and-forth that makes sense if only we didn’t look down at it from outter space. Of course it looks alien. Walk into any typical social encounter between people you don’t know and it’s bound to look a wee bit alien, especially if those people are demographically different than you.

Conversation is also more than the explicit back and forth between individuals asking questions and directly referencing one another. It’s about the more subtle back and forth that allow us to keep our connections going. It’s about the phatic communication and the gestures, the little updates and the awareness of what’s happening in space. We take the implicit nature of this for granted in physical environments yet, online, we have to perform each and every aspect of our interactions. What comes out may look valueless, but, often, it’s embedded in this broader ecology of social connectivity. What’s so wrong about that?

Now, I began this rant by noting that these kinds of studies drive me batty. Truthfully, I also have a sick and twisted appreciation for them. They let frustration build up inside me so that I can spout off on my blog and on Twitter, providing commentary that some might find useful and others might code as pointless babble.

(Tx Lior for giving me something to get worked up about this morning.)