Pricing

$0.50 / 1,000 extracted comments

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youtube-comments-sentiment-scraper

Try for free

Fast bulk extractor for YouTube comments, user profiles, engagement metrics, and built-in sentiment analysis.

Pricing

$0.50 / 1,000 extracted comments

Rating

0.0

(0)

Developer

shanmukha srinivas

Actor stats

Bookmarked

Total users

Monthly active users

a month ago

Last modified

YouTube Comments & Sentiment Analysis Extractor

Extract YouTube video comments, user profiles, engagement metrics, and automated sentiment ratings (Positive, Neutral, Negative) at scale without needing an official YouTube API key.

Key Features

Fast & Scalable: Pulls thousands of comments directly without headless browser overhead.
Built-in Sentiment Scoring: Quantifies audience reaction per comment instantly.
Rich Comment Metadata: Captures comment text, likes, author channels, timestamps, and replies.
Clean Formats: Download directly as JSON, CSV, Excel, or consume via API.

Input Parameters

YouTube Video URLs: Add one or multiple video links.
Max Comments per Video: Limit how many comments to pull per run.
Include Sentiment Analysis: Toggle automated sentiment scoring.

Sample Output

{
  "videoUrl": "[https://www.youtube.com/watch?v=dQw4w9WgXcQ](https://www.youtube.com/watch?v=dQw4w9WgXcQ)",
  "authorName": "RickAstleyVEVO",
  "authorChannelUrl": "[https://www.youtube.com/@RickAstleyVEVO](https://www.youtube.com/@RickAstleyVEVO)",
  "publishedTime": "1 year ago",
  "likeCount": "24000",
  "text": "Never gonna give you up!",
  "sentiment": {
    "score": 3,
    "comparative": 0.6,
    "label": "POSITIVE"
  },
  "scrapedAt": "2026-10-03T07:00:00.000Z"
}

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