# YouTube Comment Sentiment Analysis Dataset

**Use case:** 

Feed a sentiment model real audience data: 100 comments per video with text, like count, reply count, verified flag and posting date. CSV/JSON.

## Input

```json
{
  "url": "https://www.youtube.com/watch?v=60ItHLz5WEA",
  "bulkUrls": [
    "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "https://youtu.be/abc123XYZ"
  ],
  "maxComments": 100,
  "scrapeAll": false,
  "sortBy": "top"
}
```

## Output

```json
{
  "author": {
    "label": "👤 Author",
    "format": "text"
  },
  "text": {
    "label": "💬 Comment",
    "format": "text"
  },
  "likesCount": {
    "label": "👍 Likes",
    "format": "number"
  },
  "replyCount": {
    "label": "💬 Replies",
    "format": "number"
  },
  "publishedAt": {
    "label": "📅 Published",
    "format": "date"
  },
  "publishedTimeText": {
    "label": "⏱️ Time Text",
    "format": "text"
  },
  "isVerified": {
    "label": "✓ Verified",
    "format": "boolean"
  },
  "total_returned": {
    "label": "📊 Total Returned",
    "format": "number"
  },
  "total_comments_on_video": {
    "label": "📊 Total Comments",
    "format": "number"
  },
  "url": {
    "label": "🔗 Video",
    "format": "link"
  },
  "commentId": {
    "label": "🏷️ Comment ID",
    "format": "text"
  },
  "authorChannelId": {
    "label": "🏷️ Channel ID",
    "format": "text"
  },
  "isChannelOwner": {
    "label": "👑 Channel Owner",
    "format": "boolean"
  }
}
```

## About this Actor

This example demonstrates how to use [YouTube Comments Scraper - Lowest Cost on Apify](https://apify.com/sian.agency/cheapest-youtube-comments-scraper.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/sian.agency/cheapest-youtube-comments-scraper.md) to learn more, explore other use cases, and run it yourself.


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This Task's input is already configured above — use it as-is rather than inventing a new one.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
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For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/sian.agency/cheapest-youtube-comments-scraper.md

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).