White Frame Corner
White Frame Corner

Twitter Toxic Content Lower Than In-House Forecasts

Twitter shared an analysis which concluded that the reach of toxic content on the platform was lower than its own estimates

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 On Wednesday, the official Twitter Safety account shared the results of an independent assessment on the reach of toxic content on the platform.

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 Twitter Safety partnered with Sprinklr, a unified customer experience management platform, to conduct the analysis using an AI-powered model.

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The analysis covered every English tweet publicly published between January and February 2023 and included a list of 300 English-language slur words.

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Sprinklr's analysis found around 550,000 tweets containing at least one word from the list

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The analysis did not include findings related to hateful images or symbols, and Sprinklr's definition of hate speech was narrower than Twitter's.

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Twitter Safety explained that its focal metric is hate speech impressions rather than the number of tweets containing slurs.

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The majority of slur usage is not hate speech, but Twitter works to reduce the reach of hateful content when it is identified.

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According to Sprinklr's analysis, hate speech receives 67% fewer impressions per tweet than non-toxic slur tweets.Celebrities Gigi Hadid, Zayn Malik, Selena Gomez, and Leonardo DiCaprio

Toxic content on Twitter lower than in-house estimates: Report