Youtube Video Scorer
A chrome extension that scores YouTube videos, based on k-means clustering and likes-to-view ratio.
Youtube Video Scorerとは何ですか？
Youtube Video Scorerはjoao.silva4991によって開発されたChromeの拡張機能で、その主な機能は「A chrome extension that scores YouTube videos, based on k-means clustering and likes-to-view ratio.」です。
拡張機能のスクリーンショット
Youtube Video Scorer拡張機能のCRXファイルをダウンロード
Youtube Video Scorer拡張子のファイルをcrx形式でダウンロードし、ブラウザにChrome拡張機能を手動でインストールするか、crxファイルを友達と共有して簡単にChrome拡張機能をインストールします。
拡張機能の使用方法
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. 拡張機能の基本情報
| 名前 |  Youtube Video Scorer |
| ID | gnhpjpbjmobcockboghiffjmmnddmbbg |
| 公式URL | https://chromewebstore.google.com/detail/youtube-video-scorer/gnhpjpbjmobcockboghiffjmmnddmbbg |
| 説明 | A chrome extension that scores YouTube videos, based on k-means clustering and likes-to-view ratio. |
| ファイルサイズ | 51.59 KB |
| インストール数 | 32 |
| 現在のバージョン | 0.1 |
| 最終更新日 | 2022-07-21 |
| 公開日 | 2022-07-05 |
| 評価 | 5.00/5 合計 1 レビュー |
| 開発者 | joao.silva4991 |
| Eメール | [email protected] |
| 支払い方法 | free |
| 拡張機能のウェブサイト | https://github.com/jps-yes/youtube_video_scorer |
| 対応言語 | 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\/*"
]
}
} | |
