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YouTube videos that have almost zero previous views

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Re: YouTube videos that have almost zero previous views

#82
post #44

Earlier quoted context omitted.

Some like me actually appreciate the youtube recomendations based on the previously watched content, but need to be extra careful when watching some kind of content that is likely to be weighted a lot by "power users". Example, I do not follow videogames, but I do enjoy watching speedruns of old games ocassionally, so I need to watch it on incognito mode so I won't have my recommendations flooded with videogame video…

Essentially with all that data, YouTube still hold a bad recommendation engine.

I'm currently unaware of any recommendation engine that's worth acknowledging.

Netflix, Amazon, Youtube, PornHub, etc... they're all accomplishing little more than "similar to the one, and only one item you last saw", with dramatic shifts in "profiling" from one or two videos.

Actually, Netflix acknowledges this and splits the recommendation into "because you watched X..", so at least it covers a greater range (eg last 5 things seen)

I'm damned sure they could be much more useful if they would let me tell them what I like, by implementing rating systems that are worth using (e.g. the ability to browse and edit previous ratings in a sane fashion)

but user-useful recommendation is not the actual goal, so really its just that our metrics are wrong. It's probably great according to view counts.

Re: YouTube videos that have almost zero previous views

#88
> These videos come from YouTube. They were uploaded in the last week and have titles like DSC 1234 and IMG 4321. They have almost zero previous views. They are unnamed, unedited, and unseen (by anyone but you).

How does it work, technically? Is there an API to pull videos with a certain title format within a certain range, and then are the sections of video randomly chosen?

Edit: Found this https://github.com/wonga00/astronaut - answers some questions:

> The server currently pulls in videos daily from youtube. Search criteria is [TAG]XXXX with upload time this week, where TAG is a raw video prefix such as 'dsc' or 'img'. This search turns out to be a good approximation for the data set of home videos created in the last week.

Re: YouTube videos that have almost zero previous views

#89
My anecdotal observations are that the lonely, unloved videos typically consist of home movies, personal vacation videos, children's sporting events, and group exercise. Except for the exercise, it seems like the kind of stuff you'd find on any family's VHS tapes from the 80s and 90s.

Can anyone explain the prevalence of group exercise videos? Has anyone had radically different experiences?

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