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Youtube
Scraping Teardown

Find out everything you need to know to reliably scrape Youtube,
including scraping guides, Github Repos, proxy performance and more.

Youtube Web Scraping Overview

Youtube implements multiple layers of protection to prevent automated data extraction. This section provides an overview of its anti-bot systems and common challenges faced when scraping, along with insights into how these protections work and potential strategies to navigate them.

Scraping Summary

YouTube, owned by Google, is the biggest video streaming platform with billions of videos being streamed daily. It's a highly popular website from a web scraping perspective, as scrappers look to retrieve video metadata, comments, and more. However, scraping YouTube can prove challenging due to its dynamic content loading mechanism and heavy usage of JavaScript. It uses mechanisms like blocking IP addresses displaying abnormal activity as a deterrent against scraping.

To successfully scrape YouTube, the scrapper needs to be able to interpret JavaScript and process dynamic CSS. Login is often necessary to acquire specific user data but doesn't limit access to most of the public content. Some content can be geolocated . The difficulty in scraping YouTube is quite high due to the constant changing in design, variations in page structures and loading mechanisms; a crawler needs to be versatile and adaptive.

8 / 10

Scraping Difficulty
The difficulty score indicates how easy the website is to scrape.

Best Youtube Proxies

Proxy statistics and optimal proxy providers for scraping Youtube. Learn which proxy types work best, their success rates, and how to minimize bans with the right provider.

P

Proxy API Providers

Compare the top proxy providers for scraping Youtube. See which providers offer the best performance, success rates, and value for your web scraping needs.

Best Provider:
Zyte API
Cost Per Million:
$130
Success Rate:
100%
Avg. Success Latency:
1.8s

ScrapeOps Proxy API Aggregator

Use over 20+ web scraping proxy API providers from a single proxy port. The ScrapeOps Proxy API Aggregator automatically selects the best-performing and most cost-effective provider for each request, continuously monitors performance, and switches providers if one gets blocked. Never worry about CAPTCHAs or bans again—we handle it all automatically.

Proxy API Comparison

Compare multiple proxy providers side-by-side using the last 7 days of Youtube proxy performance data gathered with the ScrapeOps Proxy API Aggregator.

Best Provider
Zyte API
Best Performance
Scrapingdog
Best Success Rate
Zyte API
Cheapest
Zyte API
Proxy ProviderEnabled Functionality
Cost/
Performance Score
Success Rate
Avg. Success
Latency
API Credits
CPM
Provider Plan
ScrapeOpsAccess all providers above through the ScrapeOps Proxy API Aggregator. We automatically match you to the best provider for each request. Learn more →
Zyte API-92.7100%1.8sTier 1$130
PAYG
($13)
ScrapeStack-59.3100%2.1s1 credit$79
Basic
($19/month)
Scrapingant-51.1100%3.1s1 credit$190
Enthusiast
($19/month)
Scrape.Do-33.799%2.9s1 credit$290
Basic
($29/month)
Scrapingdog-32.097%1.5s1 credit$200
Lite
($40/month)
ScrapingBee-20.391%2.5s1 credit$327
Freelance
($49/month)
Zenscrape-20.1100%1.9s1 credit$240
Small
($59/month)
ScraperAPI-17.6100%4.7s1 credit$490
Hobby
($49/month)
ZenRows-13.871%2.0s1 credit$276
Developer
($69/month)
R

Residential Proxy Providers

Compare the top residential and mobile proxy providers for scraping Youtube. See which providers offer the best performance, success rates, and value for your web scraping needs.

Best Provider:
Coming Soon
Cost Per Million:
Coming Soon
Success Rate:
Coming Soon
Avg. Success Latency:
Coming Soon

ScrapeOps Residential Proxy Aggregator

Use over 20+ residential & mobile proxy providers from a single proxy port. The ScrapeOps Residential Proxy Aggregator automatically selects the best-performing and most cost-effective provider for each request, continuously monitors performance, and switches providers if one gets blocked. Never worry about CAPTCHAs or bans again—we handle it all automatically.

Residential Proxy Performance Comparisons

We're working on bringing you comprehensive residential and mobile proxy provider comparisons. Check back soon for detailed statistics, performance metrics, side-by-side comparisons, and recommendations to help you choose the best residential proxy provider for scraping Youtube.

Youtube Anti-Bots

Anti-scraping systems used by Youtube to prevent web scraping. These systems can make it harder and more expensive to scrape the website but can be bypassed with the right tools and strategies.

Detected 1 Anti-bot system

Youtube Custom Anti-Bot

Youtube uses their own custom built anti-scraping system designed to hamper and/or prevent web scraping. Youtube uses a combination of techniques to detect and block scrapers. Youtube's protections can be bypassed using a number of techniques.

6/ 10

Bypass Difficulty

Bypass Options

Youtube Data

Explore the key data types available for scraping and alternative methods such as public APIs, to streamline your web data extraction process.

Data Types

No data types found

Public APIs

Available
Free API

API Description

The YouTube Data API v3 allows developers to retrieve structured information about videos, channels, playlists, and user interactions. It supports functions such as searching for videos, listing channel uploads, pulling metadata, and managing YouTube accounts if the app is authenticated. While the API is powerful for many integrations, it still has limitations. It does not expose the full recommendation graph, real time rank positions, full historical analytics, or detailed user interaction data. Rate limits can also restrict large scale data collection. Developers who need firehose level insights or large scale market analysis will find the API insufficient.

Access Requirements

API key required for public data. OAuth required for account based actions or private data.

API Data Available

Video Metadata
Channel Metadata
Comments
Playlists
Search Results
Captions
Analytics (with OAuth)

Why People Use Web Scraping?

Although the YouTube Data API is robust, it cannot provide full access to how videos perform algorithmically. It does not reveal the recommendation graph, trending timelines, browse features exposure, or real time rank positions in search. For creators, analysts, or businesses that need to track large sets of videos, monitor changes in recommendations, or scrape ranking data at scale, the API is too limited. Web scraping enables extraction of recommendation slots, trending positions, search rankings, sidebar video relationships, and real time metrics that the API does not provide.

Youtube Lawsuits

Legal Actions Against Scrapers: A history of lawsuits filed by the website owner against scrapers and related entities, highlighting legal disputes, claims, and outcomes.

Lawsuits Summary

Youtube has been involved in 2 legal disputes related to web scraping, primarily targeting companies and individuals who scrape its product data, pricing information, and customer reviews without authorization.

Found 2 lawsuits

David Millette v. Nvidia Corp.
pending

In August 2024, YouTuber David Millette filed a class-action lawsuit against Nvidia Corp., alleging the company unlawfully scraped YouTube videos without creators' consent to train its AI models. The case highlights concerns over the unauthorized use of publicly available content for commercial AI development.

Plaintiff

David Millette

Defendant

Nvidia Corp.

Date filed

20 Aug 2024 - Ongoing

Legal Basis
Unfair Competition

YouTube, LLC v. Brady
settled

YouTube sued Christopher Brady for allegedly scraping user data and using it to conduct 'swatting' attacks. Brady was accused of using automated tools to collect information on YouTube creators.The case highlighted the potential misuse of scraped data for malicious purposes.

Plaintiff

YouTube, LLC

Defendant

Christopher Brady

Date filed

19 Aug 2019 - 18 Dec 2019

Legal Basis
Unauthorized Access

Youtube Github Repos

Find the best open-source scrapers for Youtube on Github. Clone them and start scraping straight away.

Language
Code Level
Stars
Maintained
Last updated 1 month ago

youtube2zim is a tool that creates ZIM files from YouTube channels or playlists. It downloads videos, thumbnails, subtitles, and author profile pictures while providing structured JSON files for integration into a static website.


Page Types: Video Page, Category Page

Language:
python
Code Level:
immediate
Created
9 years ago
81 Stars
36 Forks
Maintained
Last updated 1 month ago

node-ytdl-core is a YouTube downloading module that enables users to download videos from YouTube using a node-friendly streaming interface. It provides various options for managing downloads, including specifying byte ranges and formats.

Language:
javascript
Code Level:
professional
Created
11 years ago
4.7K Stars
861 Forks
Maintained
Last updated 3 months ago

Scrapetube is a module that facilitates scraping data from YouTube without the need for the official API or Selenium. It allows users to retrieve videos from channels, playlists, and perform searches on the platform.


Page Types: Product Page, Product Search

Language:
python
Code Level:
immediate
Created
4 years ago
471 Stars
64 Forks
Maintained
Last updated 6 months ago

youtube-sr is a YouTube search package that enables users to search for videos, channels, and playlists efficiently. It supports various features such as retrieving trending videos, fetching homepage contents, and accessing playlists with options for safe search.


Page Types: Homepage, Product Page, Article

Language:
typescript
Code Level:
immediate
Created
5 years ago
124 Stars
22 Forks
Last updated 1 year ago

The YouTube Scraper is a tool designed to download video descriptions and comments from YouTube videos without requiring API credentials. It allows users to retrieve metadata and comments from both individual and multiple YouTube videos simultaneously, outputting the results in a JSON format.


Page Types: Video Page

Language:
python
Code Level:
immediate
Created
6 years ago
173 Stars
25 Forks
Last updated 1 year ago

youtube-transcript-scraper is a tool that automates the process of downloading transcripts from YouTube videos. It navigates the YouTube interface to extract and save caption files, overcoming limitations of the standard API.

Language:
python
Code Level:
professional
Created
7 years ago
111 Stars
33 Forks
Unmaintained
Last updated 1 year ago

SouqScraper is a tool designed for extracting product information from souq.com that simplifies the process of collecting item details such as names, prices, and images. By leveraging BeautifulSoup and Python3, it efficiently gathers data across multiple pages for further analysis or reporting.


Page Types: Product Page, Product Search

Language:
python
Code Level:
immediate
Created
6 years ago
215 Stars
169 Forks
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Youtube Web Scraping Articles

Find the best web scraping articles for Youtube. Learn how to get started scraping Youtube.

Language
Code Level

How To Caulk Baseboards & Trim Like A Pro With Crisp Lines

This tutorial shows how to achieve expert-looking results when caulking baseboards and trim that enhances the finishing touch of home renovation projects. It presents a simple technique using readily available tools for a clean and professional finish.

1 min to read

housedigest.com

How to Scrape YouTube Data: Step-by-Step Guide

This guide shows how to scrape video data from a major content-sharing platform utilizing Python, the yt-dlp library, and Oxylabs' Web Scraper API. It provides step-by-step instructions for extracting various data types, including video details, comments, and channel information, while adhering to legal and ethical guidelines.

python

Published
9 months ago

2 min to read

oxylabs.io

How to scrape YouTube data: Step-by-step guide in 2024

This article shows how to effectively scrape data from YouTube videos, captions, and comments using pre-built scrapers available on the Apify platform. It provides a step-by-step tutorial that walks through selecting search terms, extracting video details, and exporting results in various formats.

1 min to read

apify.com

How to Scrape YouTube Videos: A Comprehensive Guide

This article demonstrates how to scrape YouTube videos effectively, providing step-by-step guidance on tools and techniques for data extraction. It emphasizes the importance of using proxies to avoid IP bans and achieve successful data gathering from YouTube.

python

1 min to read

iproyal.com

How to scrape YouTube data with a simple API (using Python)

This guide shows how to scrape YouTube data with a simple API using Python, demonstrating the flexibility of using the SerpApi for data extraction. The tutorial includes step-by-step instructions for setting up the environment and writing code to access search results and video details.

python

1 min to read

serpapi.com

Scrape YouTube video page with Python

This blog post shows how to scrape data from a YouTube video page using Python, providing step-by-step details and sample code. It focuses on utilizing Selenium to automate the browsing experience and extract various elements from the webpage.

python

1 min to read

serpapi.com

How to Scrape Youtube Videos (easy) | by Jack Paczos | Get that Data! | Medium

This guide demonstrates how to scrape video data from a YouTube channel effectively, utilizing browser automation techniques to navigate dynamic content. It provides a detailed step-by-step solution for extracting video metadata, including titles, views, and upload dates, while emphasizing compliance with YouTube's terms of service.

python

1 min to read

medium.com

Page 1 of 10

Youtube Web Scraping Videos

Find the best web scraping videos for Youtube. Learn how to get started scraping Youtube.

Language
Code Level

This tutorial teaches how to automate lead generation by using Google Sheets for data storage, Apify for email scraping, and Make.com for workflow automation. It demonstrates a step-by-step process to transform YouTube data into optimized email lists, leveraging AI to efficiently extract email leads.

apify
Published
9 months ago
17 min Length
28 Likes
1.2K Views

This tutorial teaches viewers how to scrape any website for free using tools like DeepSeek, Groq, and Crawl4AI. It covers how to customize a prebuilt template for lead extraction and automate the scraping process to operate on various websites instantly.

deepseek
crawl4ai
groq
Published
11 months ago
23 min Length
8.4K Likes
314.3K Views

This tutorial teaches viewers how to utilize ProxyScrape for web scraping tasks using Python. It covers the essential aspects of data extraction and automation techniques pertinent to web scraping projects.

python
Published
1 year ago
24 min Length
398 Likes
10.5K Views

This video tutorial provides a comprehensive beginner's guide to using Apify, covering essential concepts such as actors, tasks, datasets, and storage. It also demonstrates practical scraping techniques by extracting data from platforms like Instagram, Twitter, and Google Maps.

javascript
apify
Published
1 year ago
111 min Length
1.2K Likes
39.8K Views

This tutorial demonstrates how to scrape data from YouTube channels using the Fast Youtube Channel Scraper from Apify, focusing on gathering information such as subscribers, video titles, and engagement statistics. It also guides viewers through the process of setting up and utilizing the scraper for effective channel analysis and competitor tracking.

Published
1 year ago
3 min Length
167 Likes
10.8K Views

This tutorial demonstrates how to build an AI web scraper using Python, enabling users to scrape website content based on a provided URL. The video covers the use of tools like Selenium and BeautifulSoup for web scraping, as well as integration with an AI model for parsing the scraped content.

python
selenium
beautifulsoup4
langchain
Published
1 year ago
46 min Length
10.9K Likes
340K Views

This video tutorial teaches how to build an AI-powered web scraper using automation techniques. It covers the necessary tools and steps required to create a scraper without extensive programming knowledge.

Published
1 year ago
21 min Length
924 Likes
32.6K Views
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