Youtube Video Scorer

A chrome extension that scores YouTube videos, based on k-means clustering and likes-to-view ratio.

Youtube Video Scorer란 무엇입니까?

Youtube Video Scorer은(는) joao.silva4991에 의해 개발된 Chrome 확장 프로그램으로, 주요 기능은 "A chrome extension that scores YouTube videos, based on k-means clustering and likes-to-view ratio."입니다.

확장 프로그램 스크린샷

screenshot
screenshot

Youtube Video Scorer 확장 프로그램 CRX 파일 다운로드

크롬 확장 프로그램을 crx 형식으로 다운로드하여 브라우저에 수동으로 설치하거나 crx 파일을 친구들과 공유하여 쉽게 크롬 확장 프로그램을 설치하세요.

확장 프로그램 사용 설명서

                        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.                    

확장 프로그램 기본 정보

이름 Youtube Video Scorer Youtube Video Scorer
ID gnhpjpbjmobcockboghiffjmmnddmbbg
공식 URL https://chromewebstore.google.com/detail/youtube-video-scorer/gnhpjpbjmobcockboghiffjmmnddmbbg
설명 A chrome extension that scores YouTube videos, based on k-means clustering and likes-to-view ratio.
파일 크기 51.59 KB
설치 횟수 32
현재 버전 0.1
최근 업데이트 2022-07-21
출시 날짜 2022-07-05
평점 5.00/5 총 1 개의 평점
개발자 joao.silva4991
이메일 [email protected]
결제 유형 free
확장 프로그램 웹 사이트 https://github.com/jps-yes/youtube_video_scorer
지원되는 언어 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\/*"
        ]
    }
}