Go to example tasks

Sentiment-scored YouTube comments

Ready-to-run example: every comment scored for sentiment, keywords and question intent, plus a summary row with the split.

Try for free
YouTube Comment Sentiment Analysis Tool - Score at Scale
YouTube Comment Sentiment Analysis Tool - Score at Scalevonsensey/youtube-comment-sentiment-analysis-tool
Row
Comment
Author
Likes
+25 fields
Text
Number
Boolean
List
Object

Input

YouTube videos, channels, playlists or search phrases:https://www.youtube.com/watch?v=dQw4w9WgXcQ
Add sentiment, keywords and question detection:true
Add a run summary row:true

Output fields

Row
Comment
Author
Likes
Likes approx.
Replies
Is reply
Thread
Parent comment
Published
Published (approx. ISO)
By creator
Verified
Hearted by creator
Author channel
Sentiment
Sentiment score
Toxicity signal
Is question
Keywords
Writing system
Timestamps cited
Video
Video URL
Channel
Comment id
Video id
Sorted by
Scraped at

How it works

Sign up on Apify or log in

The YouTube Comment Sentiment Analysis Tool - Score at Scale Actor is ready to run with the inputs already set for "Sentiment-scored YouTube comments". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Sentiment-scored YouTube comments" task

The YouTube Comment Sentiment Analysis Tool - Score at Scale Actor will start running based on the input automatically. You can also change all the input fields, like youtube videos, channels, playlists or search phrases, add sentiment, keywords and question detection, and more, to match your specific use case.

Receive the "Sentiment-scored 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 row, comment, author, 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 "Sentiment-scored YouTube comments" task via API.

Image

Integrate "Sentiment-scored YouTube comments" into your workflow

Connect "Sentiment-scored YouTube comments" with 100+ integrations, or run it via API or MCP.

Webhook

Webhook

n8n

n8n

Make

Make

Zapier

Zapier

Airbyte

Airbyte

Keboola

Keboola

IFTTT

IFTTT

Hubspot

Hubspot

GDrive

GDrive

Gmail

Gmail

Apify MCP

Apify MCP

GitHub

GitHub

Slack

Slack

LangChain

LangChain

LlamaIndex

LlamaIndex

Flowise

Flowise

Pinecone

Pinecone

OpenAI

OpenAI

Mastra

Mastra

Clay

Clay