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Analyze Top YouTube Comments

Extract YouTube's ranked top public comments with authors, likes, timestamps, pinned status, creator hearts, badges, and direct URLs. Designed for fast audience research, sentiment analysis, and content validation.

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YouTube Comments Scraper – Comments & Replies
YouTube Comments Scraper – Comments & Repliesarjun_code/youtube-comments-scraper
Record type
Video status
Video ID
Video
+13 fields
Text
Number
Boolean
List
Object

Input

YouTube video or Shorts URLs(required)
url:https://www.youtube.com/watch?v=ff3j4olCUig
Maximum comments per video (0 = all)(required):50
Sort comments by(required):newest

Output fields

Record type
Video status
Video ID
Video
Author
Comment
Likes
Replies
Reply
Pinned
Hearted
Paid
Published
Comment URL
Error code
Status message
Suggested action

How it works

Sign up on Apify or log in

The YouTube Comments Scraper – Comments & Replies Actor is ready to run with the inputs already set for "Analyze Top YouTube Comments". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Analyze Top YouTube Comments" task

The YouTube Comments Scraper – Comments & Replies Actor will start running based on the input automatically. You can also change all the input fields, like youtube video or shorts urls, maximum comments per video (0 = all), and more, to match your specific use case.

Receive the "Analyze Top YouTube Comments" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as record type, video status, video id, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Analyze Top YouTube Comments" task via API.

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Integrate "Analyze Top YouTube Comments" into your workflow

Connect "Analyze Top YouTube Comments" with 100+ integrations, or run it via API or MCP.

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