ze.vin • he/they • prev umass amherst, cfpb
journalqd.org/article/view...
journalqd.org/article/view...
Our hand-coding task found that nearly 30% of videos were about video games. Other topics represented a smaller part of our sample but were nonetheless surprising, like religious content, which made up about 3% of the videos we hand-coded!
Our hand-coding task found that nearly 30% of videos were about video games. Other topics represented a smaller part of our sample but were nonetheless surprising, like religious content, which made up about 3% of the videos we hand-coded!
Low-effort videos of still photos, homework assignments, inaudible three-second clips of ceremonies, and Zoom meeting recordings — YouTube's vast "dark matter" is more variable and strange than the YouTube we're used to.
Low-effort videos of still photos, homework assignments, inaudible three-second clips of ceremonies, and Zoom meeting recordings — YouTube's vast "dark matter" is more variable and strange than the YouTube we're used to.
Odds are, the videos you watch have >1,000 views, but those videos were just 13% of our sample. 4.9% don’t have any views at all. Even more stark is when it comes to comments and likes — 72.6% have no comments and 88.7% have no likes.
Odds are, the videos you watch have >1,000 views, but those videos were just 13% of our sample. 4.9% don’t have any views at all. Even more stark is when it comes to comments and likes — 72.6% have no comments and 88.7% have no likes.
Our current best estimate is that 32% of videos where we can detect spoken language are in English, with 10.5% in Hindi, 8% in Spanish, slightly fewer in Portuguese, and just over 6% in Arabic.
Our current best estimate is that 32% of videos where we can detect spoken language are in English, with 10.5% in Hindi, 8% in Spanish, slightly fewer in Portuguese, and just over 6% in Arabic.
Our sampling method allows us to estimate YouTube's total size and growth. This current estimate is up from our paper's year-old estimate of ~10 billion. Check out tubestats.org for our latest data!
Our sampling method allows us to estimate YouTube's total size and growth. This current estimate is up from our paper's year-old estimate of ~10 billion. Check out tubestats.org for our latest data!