![]() ![]() This case is an important one, not the least because Tumblr has been around for a long time and researched in detail. A paradigm shift in which algorithms make decisions for us, platforms get filtered, and corporations and technology take ownership over our creative content. Tumblr’s new policy and changing culture are characteristic of something bigger. It shows us quality bishounen and queer content, thereby also poking fun at the new Tumblr rules which censor queer and adult content: In a way, it celebrates the good times that (anime) fans had on Tumblr. This one also emerged a few times in the network, which jokes about the death of Tumblr but also connects it to cherished fan moments and videos. Fans call Pornhub a more “fan-friendly” platform than Tumblr, in discussion nodes like this one: screenshots of funny flagged content that should not have been flagged by the algorithm). The banning of adult content in general is joked about often. Some of the sub-groups are just retweeting popular content (e.g. What you see is that there is not one discussion around Tumblr, but rather different public discourses or spheres. Topics that come up in the other circles: Moving erotic fan content to Twitter or Porn hub, making fun of badly filtered topics/the new algorithm, joking about the death of Tumblr.Īs you can perhaps see in the close-up, this graph is sorted on modularity, meaning by density of the network, which allows researchers to visualize different sub-communities and subcultures within selected hashtags or keywords. In the most active, blue circle you see Tumblr’s own Twitter account, which is tweeted at primarily by users criticizing the new guidelines or making jokes about it, displaying their unease. This is a visualization of different communities on Twitter discussing # tumblr and its new NSFW/adult policies. You can use this data to visualize name and chain networks which you can import in Gephi as well, a handy open-source visualization tool. The interface is quite user-friendly once you get the hang of it, and has many options inside the scraper already. Netlytic is a great scraper for visualizing recent Twitter activity. Because adult content is now banned on Tumblr itself, fans primarily debate the new guidelines on platforms like Twitter.įor this blog, I scraped recent tweets (1000 posts, retrieved on 05-12-2018) to visualize the debate. Are they correct? In this post I visualize the different sub-discussions on Twitter around this phenomenon. The banning of adult content is an extreme decision that truly affects the platform and its culture. Some have even predicted the death of Tumblr. ![]() ![]() This is all in the hands of a poorly designed algorithm now. In other words, until recently users themselves categorized content, curated it, and handled the gatekeeping. Because the content might be unsuitable for certain users and even trigger some, fans tend to label it that way by using hashtags like #nsfw. Overall, it’s a friendly, geeky platform, and hashtags streamline the conversations. That is not to say that users upload porn on Tumblr willy-nilly. Second, adult content is an important part of using Tumblr, a platform commonly used by fans to post fan fiction, fan art and more. This also means that users are complaining and posting pictures of their flagged “sensitive” content at other platforms, such as Twitter. First, the algorithm does not work properly and often flags things as “sensitive” which are not, leading to hilarious results. The algorithm for sensitive content is highly problematic and much discussed by Tumblr users. Content flagged as such cannot be uploaded. A new algorithm was introduced which flags “adult content”. This week Tumblr announced a heavily contested decision, namely banning all sensitive content.
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