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Author Topic: Where Twitter Trends Really Come From (Mashable)  (Read 2074 times)

Paul Keith

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Where Twitter Trends Really Come From (Mashable)
« on: February 15, 2011, 07:44 PM »
HP discovered that Twitter’s Trending Topics algorithm cares more about the specific subject and reach of a tweet than who tweets it or how often it’s tweeted. Around 31% of trending topics are retweets. More importantly, 72% of those retweets come from mainstream media outlet like @cnnbrk or @nytimes. The Telegraph, ESPN, @breakingnews and The Huffington Post all made the list of top retweeted users in at least 50 different trending topics.

“What proves to be more important in determining trends is the retweets by other users, which is more related to the content that is being shared than the attributes of the users,” HP concludes in its research report. “Furthermore, we found that the content that trended was largely news from traditional media sources, which are then amplified by repeated retweets on Twitter to generate trends.”

Tweets from “influencers” have little effect on trending topics. Instead, trending topics often come from news stories tweeted from major news outlets. HP concludes that traditional media still starts the conversation around the most-discussed topics in social media, not the other way around.

HP’s researchers (led by HP Senior Fellow Bernardo Huberman) also analyzed the factors impacting the length of a trending topic on Twitter. It found that the very few trending topics stay at the top longer than 40 minutes. “We showed that the distribution of long-time trends is predictable, as is as the total number of tweets and their growth over time,” Huberman said in the company’s blog post.

We’ve embedded HP’s report so you can check out the company’s methodology and mathematics. Let us know what you think of its research in the comments.

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Re: Where Twitter Trends Really Come From (Mashable)
« Reply #1 on: February 15, 2011, 10:17 PM »
That's really anti-climactic. News? Oh well. So much for social... I suppose they have to deal with spam though, and that likely affects their approach.
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Re: Where Twitter Trends Really Come From (Mashable)
« Reply #2 on: February 15, 2011, 11:00 PM »
Why does HP care about where Twitter's Trending topics come from?