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Журналістика даних

Spoonful of hate. Online violence against Ukrainian female journalists in YouTube comments

“Hahahaha. That lady is just a stupid chicken!” — such comments aren’t uncommon under YouTube videos of various media outlets in Ukraine. Aggression, harassment, sexism, and threats against journalists are all examples of gender-based violence online. Although YouTube has strict policies against hate speech, its moderation algorithms often miss it, removing hundreds of thousands pieces of content but leaving “just a stupid chicken” under videos from Ukrainian media. This may be due to the imperfection of the algorithms themselves or problems with “understanding” the Ukrainian language.
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Humor and news. How Russian propaganda leaks into Ukrainian TikTok

We have investigated the non-political segment of TikTok to understand whether Russian influences are penetrating through the entertainment content of this network. The weakest link is humor.TikTok shows Ukrainians videos of Russian stand-up comedians, and often it's "Zadornov-style" humor, mocking the West.Читати українською
Журналістика даних

The Piggyback Trick. How YouTube Algorithms Promote Conspirology and Propaganda

outube has long earned the reputation of a convenient and reliable service. Two out of three Ukrainians come here for entertainment and educational content, but they also use it to watch the news and follow the twists and turns of Ukraine's political life. The recommendation algorithm is the “heart” of YouTube. In a nutshell, the better recommendations the platform offers, the more time its users spend watching videos and the more money they bring to the advertisers by watching their adverts.