kevin zheng 🍯
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ze.vin
kevin zheng 🍯
@ze.vin
phd student in information @umich.edu • political economy of social platforms • computational social science, sts, hci • @geo3550.bsky.social @idpiumass.bsky.social @mediacloud.bsky.social

ze.vin • he/they • prev umass amherst, cfpb
i love tea time with max/well(s)
November 21, 2024 at 5:38 PM
And check out the full paper in the open access @journalqd.bsky.social with @antisomniac.bsky.social, me, Rebecca Curran, Jason Baumgartner, and @ethanz.bsky.social for more on our sampling methods and analysis
journalqd.org/article/view...
Dialing for Videos: A Random Sample of YouTube | Journal of Quantitative Description: Digi...
journalqd.org
December 21, 2023 at 9:04 PM
5. There are an awful lot of video games
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!
December 21, 2023 at 9:02 PM
4. Not everyone is participating in the “creator economy”
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.
December 21, 2023 at 9:02 PM
3. Most of YouTube doesn’t get many views
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.
December 21, 2023 at 9:01 PM
2. YouTube is mostly not in English
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.
December 21, 2023 at 9:01 PM
1. YouTube hosts over 13 billion public videos (as of this month)
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!
TubeStats
TubeStats is an open-source tool that lets you navigate YouTube data and compare videos across the platform.
tubestats.org
December 21, 2023 at 9:00 PM