Skip to main content

Will researchers ever be able to wrap their arms around Twitter?

TweetPing
Image used with permission by copyright holder

Even if you aren’t on Twitter, simply using the Internet (or watching TV) means you probably know about Twitter and its famous 140-character messages. Whether you consider it a fad, a social network, or a tool for photo or video sharing, Twitter is almost certainly in your face.

Twitter passed the 500-million-user milestone last year, meaning as many as one in eight people worldwide are on board. In theory, Twitter is a way to peer into the collective consciousness of the Internet — almost in real time. But the everyday Twitter experience remains surprisingly narrow: Most of us follow friends and family, a news source or two, and perhaps some celebrities or brands. But what about the big picture being painted by those hundreds of millions of users? What can we glean from our collective tweeting?

How tweet it is

A View from Above (TweetFlare) Vegas
Image used with permission by copyright holder

Twitter itself doesn’t reveal much about its users or its own overall activity. Aside from self-congratulatory blog posts about events like the Super Bowl, Twitter merely highlights current hashtags and topics in its site and apps, and forgets them within minutes or hours. Unless your world revolves around something like #ExplainToMeWhy or boasting about follower counts, it’s not a deep look at Twitter’s overall spirit.

However, access to near real-time Twitter data has inspired efforts to look for patterns in tweet activity. An early example was Nikhil Bobb‘s A View from Above. It’s more of an aesthetic experiment than a utility, but it plots tweets with location data as flares on a black background: the more tweets in an area, the bigger and brighter the flare.

“The early inspiration was to approximate how an omnipotent being would see humanity from above,” Bobb wrote via email. “As I got more into the project, I found the digital cityscapes were a different and often more beautiful reflection of their geographic equivalents.”

TweetPing
Image used with permission by copyright holder

Franck Ernewein’s TweetPing takes that idea one step further, plotting global tweets in real time against a map of the world. It’s an intriguing display — particularly when one realizes how few tweets seem to originate in Africa, let alone Iran or China. But watching TweetPing also reveals shortcomings. At almost any hour, hotspots like the U.S. east coast, western Europe, Tokyo, Indonesia, and Brazil’s southeast coast become incandescent, yet India remains almost dark. No one tweets in India? One might see more tweets from Greenland or Antarctica than Morocco, Bangladesh, or Madagascar. Sure, China blocks Twitter outright, but the real issue is that tweets don’t include GPS info. Last year, Semiocast estimated fewer than one percent of tweets included location data. The fascinating visuals of TweetPing (and A View From Above) reflect just a handful of Twitter users comfortable with (or capable of) sharing their location.

Revisit (Dell)
Image used with permission by copyright holder

If a bird’s-eye view of Twitter clearly has limits, what about a topical view? Freelance information visualizer Moritz Stefaner took that on with Revisit, a Flash-based timeline that displays recent tweets matching search terms (like “iPhone” or “Seattle”). Revisit emphasizes conversations, highlighting replies and retweets. Where TweetPing offers a global view, Revisit is almost microscopic, intended for specific topics or events — but watching the ebb and flow can be just as fascinating.

Why Twitter’s hard to handle

Library of Congress (reading room)
Image used with permission by copyright holder

These projects are just examples, but they demonstrate why Twitter is a tough problem: there’s just so much data. A comprehensive “Twitter tracker” might be impossible. Heck, Twitter itself hasn’t built one.

The highest-profile effort may be at the Library of Congress, which is creating a complete archive of every tweet going back to 2006. (Right now, it’s on tape, according to a recent white paper.) It’s ambitious: the Library of Congress started work in 2010, and is only now moving towards granting researchers access — public access is a long way off.

Why is it taking so long? If search engines like Google and Bing offer real-time Internet search, what’s hard about making Twitter searchable? It’s all about volume. Jamie de Guerre of the analytics firm Topsy recently noted Internet search engines might index 125 billion Web pages. In comparison, the Library of Congress’s Twitter archive is already over 170 billion tweets. That’s an apples-and-oranges comparison, but, in some ways, Twitter is a bigger problem than Internet search.

“Search engine companies have invested a lot of human and financial resources in building entire businesses on search. As a public institution, it is not practical for the Library to replicate that kind of investment,” wrote Gayle Osterberg, Director of Communications for the Library of Congress.

The private sector might help out with public access, but the details could be complicated: Think about advertising or charging for access. Still, there’s hope:

“We are looking at public-private partnerships to achieve some level of access,” noted Osterberg.

Tweet and consequences

Just as TweetPing uses the small number of tweets with location data, Twitter itself is not level ground. A 2011 study found U.S. Twitter users were disproportionately Caucasian, male, and urban. These demographics complicate any conclusions drawn from its data.

Nonetheless, the potential of the content and interaction tucked away in Twitter is staggering.

“Twitter provides us with an unprecedented, direct access to people’s ideas and thoughts at any given point in time,” noted Revisit creator Mortiz Stefaner. “I think we have only scratched the tip of the iceberg in what can be extracted.”

Meanwhile, the best and most accurate view of Twitter remains close to home in our own timelines — and it may be a long time before anyone else can make sense of us.

Geoff Duncan
Former Digital Trends Contributor
Geoff Duncan writes, programs, edits, plays music, and delights in making software misbehave. He's probably the only member…
Learn 14 languages: Get $449 off a lifetime subscription to Babbel
A person using the Babbel app on their smartphone.

Learning a new language no longer requires you to make time for formal classes because there are now several language learning apps that you can tap. One of them is Babbel, and you can currently get a lifetime subscription to the online learning platform for only $150 from StackSocial. That's $449 off its original price of $599, but we don't know how much time is remaining before the offer expires. If you want to take advantage of the 74% discount, it's highly recommended that you complete the transaction immediately.

Why you should buy the Babbel lifetime subscription
A lifetime subscription to Babbel not only unlocks the possibility of learning one or two new languages, as the platform encompasses a total of 14 languages: English, French, Spanish, German, Italian, Portuguese, Swedish, Turkish, Dutch, Polish, Indonesia, Norwegian, Danish, and Russian. You'll be learning your new language of choice with lessons that only take 10 minutes to 15 minutes each to complete, so unlike classes with a rigid schedule, you can learn at your own pace and at any time you're free through Babbel. The lessons cover real-life topics, and they use speech recognition technology to help you master pronunciation. You'll then test yourself through personalized review sessions that will help make sure that you retain all the information that's being taught to you.

Read more
This one Apple Fitness feature completely changed how I exercise
Someone holding an iPhone with the Apple Fitness app open, showing the Custom Plans feature.

I have a confession to make: I'm not good at sticking to a workout routine. I love running, high-intensity interval training (HIIT), strength training, etc. In the moment of those exercises and in the post-workout euphoria, I feel amazing. But when it comes to waking up early in the morning to do these things before work? Well, that's where I really struggle.

This has been a problem for a while now. I go to bed with the goal of waking up early and going to the gym, but as I groggily open my eyes to snooze the alarm on my iPhone 15 Pro Max, I end up falling back asleep. And I've been repeating this over and over and over again.

Read more
You can pick up the Google Pixel 7 Pro for only $500 today
The Pixel 7 Pro with its display turned on, showing the home screen.

 

If you've been holding out on buying a new phone for a while because prices are still expensive, then you may want to consider going for one of the older flagship phones. For example, while the Pixel 8 Pro is out, the Pixel 7 Pro is still a powerful and viable alternative, and even better, it has quite a few great deals on it. In fact, you can buy a brand new and sealed Pixel 7 Pro from Woot for just $500, rather than the usual $1,100, and that's for the 512GB version of the phone, so you get a lot of storage with it as well.

Read more