Wanna go #viral on Twitter? Become a negative Nancy

Publicly released:
International

Always look on the bright side of life – unless you want to go viral on Twitter, according to international researchers. The team looked at tweets from the “pseudo referendum” in Catalonia in 2017 and found that negativity in tweets increased the chance that they would go viral. Each new negative word increased the average number of retweets by 3.46 per cent, while each additional positive word decreased it by around 7.14 per cent. The analysis also found tweets from verified accounts were retweeted 23.51 per cent less than non-verified accounts.

Media release

From: The Royal Society

Virality in Twitter is catching the attention of researchers, trying to identify factors which increase or decrease the probability of retweeting. We study how terms expressing sentiments affect retweeting frequencies by means of a regression model on the number of retweets, which is specially accurate to deal with virality. We focus on Spanish political situation during the pseudo referendum held in Catalonia on October 1st, 2017. We have found that the use of negativity in a tweet increases the probability of retweeting and that iSOL lexicon is the one that better determines the relationship between polarity and virality.

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Research The Royal Society, Web page The URL will go live after the embargo ends.
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conference:
Royal Society Open Science
Research:Paper
Organisation/s: Universidad de Jaén, Spain
Funder: This work has been partially supported by a grant from Fondo Social Europeo, Administration of the Junta de Andalucía (DOC_01073), Ministerio de Educación Cultura y Deporte (MECD - scholarship FPU014/00983), Fondo Europeo de Desarrollo Regional (FEDER) and LIVING-LANG project (RTI2018-094653-B-C21) from the Spanish Government.
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