---
title: "Discussion on \"Ingesting YouTube Data with Apache Airflow 3.x\" | Hashnode"
description: "Discussion on \"Ingesting YouTube Data with Apache Airflow 3.x\". Here’s the deal: you want to pull YouTube video data—title, description, transcript, the works—into DuckDB using Airflow. Most tutorials overcomplicate this. Let’s cut the fluff and get you a pipeline that actually works, is secure, and doesn’t break..."
url: "https://hashnode.com/posts/ingesting-youtube-data-with-airflow-no-nonsense-guide/6908ebab618676fb8f86c9eb"
---

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# [Ingesting YouTube Data with Apache Airflow 3.x](https://thelearning.dev/blog/ingesting-youtube-data-with-airflow-no-nonsense-guide?utm_source=hashnode&utm_medium=feed)

Here’s the deal: you want to pull YouTube video data—title, description, transcript, the works—into DuckDB using Airflow. Most tutorials overcomplicate this. Let’s cut the fluff and get you a pipeline that actually works, is secure, and doesn’t break...

Nov 3, 2025 · 3 min read · thelearning.dev  
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-   [#airflow](https://hashnode.com/tag/airflow)
-   [#data-engineering](https://hashnode.com/tag/data-engineering)
-   [#duckdb](https://hashnode.com/tag/duckdb)
-   [#pipeline](https://hashnode.com/tag/pipeline)
-   [#python](https://hashnode.com/tag/python)
-   [#youtube](https://hashnode.com/tag/youtube)

## Written by

[Bhavani Ravi](https://hashnode.com/@bhavaniravi)

@bhavaniravi

  
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Independent Software Consultant 👩🏻‍💻 I build backend systems and data pipelines using Python Teaching PythonToProject Bootcamp 👩🏻‍🏫

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