Scrape Top YouTube Comments for Sentiment Analysis
FlowExtract API
Extract the top-rated comments from any YouTube video with author names, like counts and timestamps - clean JSON ready for sentiment analysis.
Input
Output fields
Sign up on Apify or log in
The ๐ฌ YouTube Comments Scraper Actor is ready to run with the inputs already set for "Scrape Top YouTube Comments for Sentiment Analysis". Sign up or log in and you'll land in Apify Console with a copy of this exact task.
Start the "Scrape Top YouTube Comments for Sentiment Analysis" task
The ๐ฌ YouTube Comments Scraper Actor will start running based on the input automatically. You can also change all the input fields, like ๐ฌ youtube video urls, ๐ข maximum comments, and more, to match your specific use case.
Receive the "Scrape Top YouTube Comments for Sentiment Analysis" 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 video id, author, avatar, 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 "Scrape Top YouTube Comments for Sentiment Analysis" task via API.

Integrate "Scrape Top YouTube Comments for Sentiment Analysis" into your workflow
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