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YouTube-Likes-per-View

Takes a channel and returns a list of videos sorted by regression error (good outliers at the top, bad outliers at the bottom). Implemented as an App Script through Google Sheet. It is designed as a solution to help new viewers of a channel choose the best videos to watch.

Example: using channel data from In a Nutshell, the Egg is the best performing outlier in terms of deviating from the regression between view counts logged and like counts logged. Image of the Egg as an outlier in regression

Although it is called Likes-per-View, in reality we use regression deviation to sort as we find this to be a better measure than the ratios of like to view counts.

Use case

You are welcome to make a copy of this spreadsheet and use the Finder. YouTube Likes per View Finder

image

Code

Refer to Code.gs.

License

MIT

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Takes a channel and returns a list of videos sorted by likes per view

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