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How to scrape Youtube Video Comments

This tutorial shows how to use Youtube Video Comments API to scrape and crawl structured Youtube data in real-time.
Scrape YouTube comment sections at scale and capture comment text, like counts, reply threads, and author data for sentiment analysis and audience research.

Access Youtube Data in 3 Steps

Start crawling Youtube video comments data. Follow these steps to extract social media data in minutes.

1

Create Your Account

Go to our registration page and make an account. It's free, no credit card, and you get credits right away to play around with.

2

Verify Your Email Address

You'll get a verification email, click the link in it. Once that's done, you can grab your API token from the dashboard.

3

Make Your First API Call

Copy the code snippet below, swap in your API key, and run it. You'll get Youtube data back as JSON within a few seconds.

Code Sample

Here's a JavaScript example to get you going. Swap out the token and you're good, works the same way in any language that can make HTTP requests. Start collecting video comments data via our REST API!

javascript-logo JavaScript
Youtube Video / Short Comments
1 const root = 'https://ensembledata.com/apis'
2 const endpoint = '/youtube/video/comments'
3 const params = {
4   "id""cKkb5tperxc",
5   "cursor""",
6   "token""YOUR-TOKEN-HERE"
7 }
8  
9 const queryString = new URLSearchParams(params).toString();
10 const url = `${root}${endpoint}?${queryString}`;
11  
12 await fetch(url)
13   .then(response => response.json())
14   .then(data => console.log(data))
15   .catch(error => console.error(error));
16  

Parameters

id (string) video or short ID. REQUIRED
cursor (string) Parameter to manually handle pagination. Each response contains a `nextCursor` which can be used to retrieve the next page of results by sending it as the next `cursor`. If the `nextCursor` is not present in the response, it means that there are no more results to retrieve.
token (string) Private token assigned to each client to access the APIs. REQUIRED

Fetch Youtube Data at Scale

Crawl YouTube comment data and feed it into your sentiment analysis or community research workflows without the scraping overhead.

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Quick Integration

Connect in minutes using our REST endpoints or ready-made SDKs. One API call is all you need to crawl data.

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Live Data Delivery

Retrieve fresh, up-to-the-minute data with every request. No cached or outdated datasets, always real-time accuracy.

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Custom Solutions

Tailor API parameters, output formats, and delivery schedules to match your specific business intelligence requirements.

What You Can Scrape from Youtube

  • How To Scrape Youtube Comments Via Api
  • Extract Youtube Comment Text And Author Data
  • Youtube Comment Data For Sentiment Analysis
  • Bulk Export Youtube Comments By Video Id
  • Youtube Reply Thread Extraction Endpoint
  • Youtube Viewer Feedback Data Api
  • Pull Youtube Comment Sections Programmatically
  • Youtube Comment Analytics Api For Research

Frequently Asked Questions

Our Youtube video comments API lets you send simple REST requests to extract structured public data from Youtube in real time. You provide parameters such as keywords, usernames, or hashtags, and the API returns clean JSON responses ready for analysis, reporting, or integration into your applications.

Yes. EnsembleData only collects publicly available Youtube data and operates in full compliance with GDPR and applicable data privacy laws. We never access private accounts or restricted content, so your data collection workflows remain ethical and lawful.

The API supports extracting a wide range of public Youtube data, including user profiles, posts, videos, comments, likes, shares, hashtags, follower counts, engagement metrics, and trending content; all returned as structured JSON for easy processing.

Responses are returned in real time, typically within 2–4 seconds per request. Our infrastructure maintains 99.9%+ uptime with automatic failover, ensuring you always receive fresh, up-to-date Youtube data whenever you need it.

Yes. You can sign up for a free account, no credit card required, and receive API credits to test any endpoint immediately. This lets you validate data quality and integration before committing to a paid plan that scales with your usage.