## [How to scrape YouTube using Python \[2025 guide\]](https://crawlee.dev/blog/scrape-youtube-python.md)

July 14, 2025 ·

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23 min read

[![Max](https://avatars.githubusercontent.com/u/34358312?v=4)](https://github.com/Mantisus)

[Max](https://github.com/Mantisus)

Community Member of Crawlee and web scraping expert

In this guide, we'll explore how to efficiently collect data from YouTube using [Crawlee for Python](https://github.com/apify/crawlee-python). The scraper will extract video metadata, video statistics, and transcripts - giving you structured YouTube data perfect for content analysis, ML training, or trend monitoring.

note

One of our community members wrote this guide as a contribution to the Crawlee Blog. If you'd like to contribute articles like these, please reach out to us on Apify’s [Discord channel](https://apify.com/discord).

![How to scrape YouTube using Python](/assets/images/youtube_banner-fb73d10d52bbf13a89f3c0d66d2eff5b.webp)

Key steps we'll cover:

1. [Project setup](https://www.crawlee.dev/blog/scrape-youtube-python#1-project-setup)
2. [Analyzing YouTube and determining a scraping strategy](https://www.crawlee.dev/blog/scrape-youtube-python#2-analyzing-youtube-and-determining-a-scraping-strategy)
3. [Configuring YouTube](https://www.crawlee.dev/blog/scrape-youtube-python#3-configuring-crawlee)
4. [Extracting YouTube data](https://www.crawlee.dev/blog/scrape-youtube-python#4-extracting-youtube-data)
5. [Enhancing the scraper capabilities](https://www.crawlee.dev/blog/scrape-youtube-python#5-enhancing-the-scraper-capabilities)
6. [Creating a YouTube Actor on the Apify platform](https://www.crawlee.dev/blog/scrape-youtube-python#6-creating-a-youtube-actor-on-the-apify-platform)
7. [Deploying to Apify](https://www.crawlee.dev/blog/scrape-youtube-python#7-deploying-to-apify)

**Tags:**

* [community](https://crawlee.dev/blog/tags/community.md)

[**Read More**](https://crawlee.dev/blog/scrape-youtube-python.md)