Youtube Video Scorer
A chrome extension that scores YouTube videos, based on k-means clustering and likes-to-view ratio.
什么是Youtube Video Scorer？
Youtube Video Scorer是由joao.silva4991开发的Chrome扩展程序，该扩展的主要功能是“A chrome extension that scores YouTube videos, based on k-means clustering and likes-to-view ratio.”。
扩展截图
下载Youtube Video Scorer扩展crx文件
下载Youtube Video Scorer扩展crx格式的文件，手动将Chrome插件安装到浏览器中，也可以将crx文件分享给朋友，轻松安装Chrome插件。
扩展使用说明
A chrome extension that scores YouTube videos. It is a useful metric since dislikes and like-to-dislike ratio were removed from YouTube.**
- How to use
1. Install the extension.
2. Get an YouTube API key from [Google](https://console.developers.google.com/apis/credentials). A free key allows you to score 10 000 videos per day.
3. Insert the API key in the extension popup.
4. Navigate to a YouTube video. The extension will score the video and display the score.
5. Click on the button in the extension popup to see the scores of multiple videos on the thumbnails.
- Technical Details
It works the following way:
1. Gets video statistics using the YouTube API.
2. Clusters video into groups based on video characteristics.
- Clustering is done using [K-means](https://en.wikipedia.org/wiki/K-means_clustering).
- Parameters used are combinations and transformations of views, video age, video length, number of comments, number of channel subscribers.
3. Scores the video relative to the other videos in the cluster.
- The score is the percentile of likes-to-view ratio of the video relative to the other videos in the cluster.
- A transformation of the percentile to make the score more intuitive.
How it uses new video data:
- Centroids for clustering and statistics are pre-deployed.
- New video data is used to update the centroids and statistics locally on the browser.
- No data is collected or sent outside the browser. 扩展基本信息
| 名称 |  Youtube Video Scorer |
| ID | gnhpjpbjmobcockboghiffjmmnddmbbg |
| 官方URL | https://chromewebstore.google.com/detail/youtube-video-scorer/gnhpjpbjmobcockboghiffjmmnddmbbg |
| 简介 | A chrome extension that scores YouTube videos, based on k-means clustering and likes-to-view ratio. |
| 文件大小 | 51.59 KB |
| 安装次数 | 32 |
| 当前版本 | 0.1 |
| 更新时间 | 2022-07-21 |
| 上架时间 | 2022-07-05 |
| 评分 | 5.00/5 共1次评分 |
| 开发者 | joao.silva4991 |
| 电子邮箱 | [email protected] |
| 付费类型 | free |
| 扩展官网 | https://github.com/jps-yes/youtube_video_scorer |
| 支持的语言 | en |
| manifest.json | |
{
"update_url": "https:\/\/clients2.google.com\/service\/update2\/crx",
"name": "Youtube Video Scorer",
"description": "A chrome extension that scores YouTube videos, based on k-means clustering and likes-to-view ratio.",
"version": "0.1",
"manifest_version": 3,
"icons": {
"64": "assets\/icon64.png",
"128": "assets\/icon128.png"
},
"action": {
"default_popup": "popup\/index.html"
},
"host_permissions": [
"*:\/\/*.youtube.com\/*"
],
"permissions": [
"storage"
],
"content_scripts": [
{
"matches": [
"*:\/\/youtube.com\/*",
"*:\/\/www.youtube.com\/*",
"*:\/\/m.youtube.com\/*"
],
"exclude_matches": [
"*:\/\/*.music.youtube.com\/*"
],
"js": [
"content-script.js"
],
"run_at": "document_idle"
}
],
"externally_connectable": {
"matches": [
"*:\/\/*.youtube.com\/*"
]
}
} | |
