Tracking the White House YouTube channel
81m.org
81m.org
Thinking along the lines of how reddit upvotes fluctuate.
https://mobile.twitter.com/TeamYouTube/status/10800251185025...
Every video posted is subjected, instantly, to what I assume are automated comments and, in my opinion, unusual like/dislike ratios. The comments originate from a wide variety of accounts of varying ages, usually with no published video or text, following channels of international brands and small entities so obscure that I wouldn't doubt they were chosen at random. The content is generally support for the current President. "[US Flag Emoji]" features prominently. In my experience, total comment activity dropped off after the last election. It looks like comments are disabled on recent videos.
So, if I had to guess, this site grapples with the removal of the accounts that would normally make those comments, and all of their associated likes and dislikes. It would be interesting to follow up on every comment, checking whether the account was changed or deleted after those comments.
This intro in the about section and the conclusions the author make, makes me question the whole thing. Why does the author think his numbers are real, when it could just be that YouTube deleted dislikes made by bots after some time?
https://phzoe.com/2021/01/27/white-house-youtube-dislike-man...
Also people are way more motivated to disagree or leave a bad review than positive
That page clearly shows YT manipulation
Much in the way that Reddit will fuzz vote counts, the public like/dislike counts will stay up on accounts that are shadow banned and get removed in batches so that the accounts which are bad actors will not know for certain if their vote still counts or not.
So what you've documented here is evidence of which videos are most botted.
Is it possible there are other explanations?
I wouldn't read too much into upvote/downvote counts of political figures' YouTube videos insofar as them being a reflection of reality. They are highly susceptible to brigading and other manipulation.
The 2 groups follow very different pages, and pro Trump are motivated to show their disapproval
In general people have no reason to share or like these videos, they're not very interesting, from any president or any country
Who the heck would be following, wasting time watching the full video, saying "this is really good", and like it? Not me
At the time of writing this, it has 1062 views, 29 likes, and 687 dislikes.
No non-manipulated YouTube video what so ever has 67% of viewers engaging with it by liking or disliking it.