Youtube Video Scorer
A chrome extension that scores YouTube videos, based on k-means clustering and likes-to-view ratio.
什麼是Youtube Video Scorer？
Youtube Video Scorer是由joao.silva4991開發的Chrome擴展程式，該擴展的主要功能是“A chrome extension that scores YouTube videos, based on k-means clustering and likes-to-view ratio.”。
擴展截圖
下載Youtube Video Scorer擴展crx文件
下載Youtube Video Scorer擴展crx格式的文件，手動將Chrome擴充功能安裝到瀏覽器中，也可以將crx文件分享給朋友，輕鬆安裝Chrome擴充功能。
擴展使用說明
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. 擴展基本資訊
| 名稱 |  Youtube Video Scorer |
| ID | gnhpjpbjmobcockboghiffjmmnddmbbg |
| 官方網址 | https://chromewebstore.google.com/detail/youtube-video-scorer/gnhpjpbjmobcockboghiffjmmnddmbbg |
| 簡介 | A chrome extension that scores YouTube videos, based on k-means clustering and likes-to-view ratio. |
| 檔案大小 | 51.59 KB |
| 安裝次數 | 32 |
| 目前版本 | 0.1 |
| 更新時間 | 2022-07-21 |
| 上架時間 | 2022-07-05 |
| 評分 | 5.00/5 共 1 次評分 |
| 開發者 | joao.silva4991 |
| 電子郵箱 | [email protected] |
| 付費類型 | free |
| 擴展官網 | https://github.com/jps-yes/youtube_video_scorer |
| 支援的語言 | 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\/*"
]
}
} | |
