You can access the Youtube Comments Scraper programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "startUrls": ["https://www.youtube.com/watch?v=KrLj6nc516A"],
10    "proxyConfiguration": { "useApifyProxy": False },
11}
12
13# Run the Actor and wait for it to finish
14run = client.actor("scrapelabsapi/youtube-comments-scraper").call(run_input=run_input)
15
16# Fetch and print Actor results from the run's dataset (if there are any)
17print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
18for item in client.dataset(run["defaultDatasetId"]).iterate_items():
19    print(item)
20
21# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Youtube Comments Scraper API in Python

The Apify API client for Python is the official library that allows you to use Youtube Comments Scraper API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Youtube Comments Scraper API in JavaScript

Youtube Comments Scraper API through CLI

Youtube Comments Scraper OpenAPI definition

Youtube Comments Scraper API

YouTube Comments Scraper

streamers/youtube-comments-scraper

This alternative YouTube Data API has no limits or quotas. Extract YouTube comments data from one or multiple YouTube videos: full comment text, posting date, author username, video title, videoId. Download YouTube comments in JSON, CSV, and Excel.

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YouTube Comments Scraper, the ultimate solution for extensive YouTube comments data retrieval. With its high-speed scraping abilities, it provides unmatched effectiveness and thoroughness. Additionally, its cost-effectiveness is unmatched, priced at just $0.50 per 1000 comments!

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YouTube Comments Scraper

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The fastest, most reliable and low-cost YouTube Videos and Shorts comments scraper. Obtain comprehensive comment data, including text, likes, author information, and timestamps.

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Scrape comments from any youtube video or shorts in bulk.

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🔍 Unleash the Power of YouTube Comments: Extract insightful comments from one or multiple YouTube videos effortlessly! 🚀 Export the data in your preferred format: HTML, JSON, CSV, Excel, or XML. Perfect for sentiment analysis, content improvement, and audience research. 📊✨

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YouTube Comments Scraper (PPE)

ultimate/youtube-comments-scraper

Effortlessly scrape YouTube video comments (and their replies, if you need them). Directly target one or more YouTube videos or specify a YouTube channel and let the scraper discover the videos for you. Easy to use and economical to run.

Ultimate Insight

YouTube Comments & Replies Scraper

delicious_zebu/youtube-comments-replies-scraper

Automatically collect detailed comment data from YouTube videos, including first and second-level replies. Get real-time insights into user engagement with rich, organized data—perfect for market analysis, competitor research, and content strategy.

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Best Youtube Comments Scraper

scrape-creators/best-youtube-comments-scraper

Scrape YouTube comments fast and at scale. Extract comment text, likes, author info, timestamps, and replies from any video. Export to JSON, CSV. Perfect for sentiment analysis, research, or content strategy. Just $1 per 1,000 comments.

Scrape Creators

Youtube Comment Scraper Pro

coregent/youtube-comment-scraper-pro

Powerful YouTube Comment Scraper for data collection, analytics, and automation. Extracts comments, replies, author info, engagement metrics, and full video metadata in structured JSON or CSV — fast, reliable, and scalable.

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Youtube Comments Scraper + Replies + AI Sentiment Analysis

parseforge/youtube-comments-scraper

Extract all comments and replies from YouTube videos automatically. No API key required. Optional AI-powered sentiment analysis, emotion detection, toxicity scoring, and language detection. Perfect for market research, sentiment analysis, and engagement tracking.