Major results: Did Twitter predict Santorum losses? - chicagotribune.com

Major results: Did Twitter predict Santorum losses? - chicagotribune.com
Mitt Romney's victories in Michigan and Arizona have made　 enjoyment　 and　 shock　 on Twitter.

And so have Rick Santorum's losses, in accordance to sentiment analysis by San Francisco-based mostly Kanjoya.





The brief tale: Twitter does not like Rick Santorum,　 explained Moritz Sudhof, a Kanjoya engineer.

Disposition METER: Track social sentiment about the candidates

The　 enjoyment　 is for Romney's victory. The　 pleasure　 is for Santorum's defeat.

Very same sentiments, various meanings an indication of the nuance essential when deciphering what's currently being mentioned, and felt, in social media.

Kanjoya utilizes a personal computer algorithm to assess emotional language and is tracking thoughts it defines as enjoyment, shock, anger, sadness and fear relating to the remaining Republican presidential hopefuls.

The algorithm located pleasure in these tweets about Romney:

Jubilant cheers of 'Mitt!' at Romney get together in Phoenix as CNN calls AZ,　 tweeted chriswilsondc.

And from @PoliticallyOC:　 Romney did Far better in MI than he did previous year. Far better!!!! You couldn't ask for a much better outcome in MI. GIVE IT UP!!!　

Then there had been the　 joyful　 tweets around Santorum, which Sudhof stated possibly wholesale NFL jerseys expressed standard delight about the benefits or have been　 derisive, not supportive.　

There is an factor of humor to a whole lot of the tweets,　 he said, citing 1 from @PimpBillClinton that had been retweeted ninety moments in fifteen minutes:　 I ensure you that Rick Santorum owns a flip cellphone NHL Jerseys Wholesale that he keeps on a belt clip.　

And another:　 It's a excellent time for sweater vests. Rick Santorum is gracing it. Will it depend as a costume if I put on it on Halloween?　

Shortly just before Michigan was known as for Romney, Sudhof mentioned their analysis found a spike in anger towards Santorum, who manufactured a powerful bid for an upset in the state wherever his opponent's father as soon as served as governor.

Guiding the anger, Kanjoya officers said, was outrage at Santorum's call for Democrats to cast votes in the open primary.

Of tweets expressing anger about Santorum, about eighteen% particularly referenced this stage, Sudhof explained.

A single printable case in point (numerous had been more colorful):

@jhinderaker Even worse? Santorum currently being sold as a #principled #conservative is begging Obama Democrats to manipulate GOP Principal. #pathetic　

An additional tweeter complained:　 SABOTAGE! EARLY MICHIGAN EXITS: In GOP main, 10% of voters had been Democrats. Between Democrats, 50% voted for Santorum, fifteen% for Romney.　

About 10% of anger bordering Santorum could be tied to his JFK responses, Kanjoya officials explained.

There also ended up these who had been amazed, self-proclaimed Democrats notable among them, 　 about the truth that anyone would vote for Santorum at all,　 Sudhof mentioned.

It cheap nfl jerseys is a quite scary issue to feel that Rick Santorum is two contests absent from becoming the most effective guy in the globe! #Obama2012 Child!　

Then yet again, not lengthy ago Romney himself was the subject matter of expressions of delight that ended up significantly less than flattering. In South Carolina, word that Newt Gingrich was the victor spurred　 delight　 close to Romney that Kanjoya explained turned out wholesale soccer jerseys to wholesale soccer jerseys really be pleasure about his defeat.

Kanjoya engineers have identified that around forty% of the political tweets captured qualify as emotional in their algorithm. By eight:30 p.m. Tuesday they had analyzed about 27,000 tweets for Romney and 35,000 for Santorum.

Study far more: What sentiment evaluation can and can not tell us about the GOP race

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