René's URL Explorer Experiment


Title: Starting With DuckDB and Python – Real Python

Open Graph Title: Starting With DuckDB and Python – Real Python

Description: Learn how to use DuckDB in Python to query large datasets with SQL or its Python API, handle files like Parquet or CSV, and integrate with pandas or Polars.

Open Graph Description: Learn how to use DuckDB in Python to query large datasets with SQL or its Python API, handle files like Parquet or CSV, and integrate with pandas or Polars.

Opengraph URL: https://realpython.com/courses/starting-duckdb-python/

X: @realpython

direct link

Domain: realpython.com


Hey, it has json ld scripts:
{
  "@context": "https://schema.org",
  "@type": "Course",
  "@id": "https://realpython.com/courses/starting-duckdb-python/",
  "url": "https://realpython.com/courses/starting-duckdb-python/",
  "name": "Starting With DuckDB and Python",
  "description": "Learn how to use DuckDB in Python to query large datasets with SQL or its Python API, handle files like Parquet or CSV, and integrate with pandas or Polars.",
  "availableLanguage": [
    "en"
  ],
  "educationalLevel": "Intermediate",
  "educationalCredentialAwarded": {
    "@type": "EducationalOccupationalCredential",
    "credentialCategory": "Certificate",
    "name": "Real Python Certificate of Completion"
  },
  "hasCourseInstance": [
    {
      "@type": "CourseInstance",
      "courseMode": "Online",
      "courseWorkload": "PT118M27S",
      "instructor": {
        "@type": "Person",
        "name": "Christopher Trudeau",
        "image": "https://realpython.com/cdn-cgi/image/width=1174,height=1174,fit=crop,gravity=auto,format=auto/https://files.realpython.com/media/headshot_alt_crop.4769ad082e9a.jpeg",
        "url": "https://realpython.com/team/ctrudeau/",
        "affiliation": {
          "@type": "Organization",
          "@id": "https://realpython.com/#organization",
          "name": "Real Python",
          "url": "https://realpython.com",
          "logo": "https://realpython.com/static/real-python-logo-square-512.157ae6bf64ed.png"
        }
      }
    }
  ],
  "image": {
    "@type": "ImageObject",
    "url": "https://files.realpython.com/media/Showcase-DuckDB_Watermarked.4ff6c6a498a1.jpg",
    "width": 1920,
    "height": 1080
  },
  "inLanguage": "en",
  "provider": {
    "@type": "Organization",
    "@id": "https://realpython.com/#organization",
    "name": "Real Python",
    "url": "https://realpython.com",
    "logo": "https://realpython.com/static/real-python-logo-square-512.157ae6bf64ed.png"
  },
  "publisher": {
    "@type": "Organization",
    "@id": "https://realpython.com/#organization",
    "name": "Real Python",
    "url": "https://realpython.com",
    "logo": {
      "@type": "ImageObject",
      "url": "https://realpython.com/static/real-python-logo-square-512.157ae6bf64ed.png",
      "width": 512,
      "height": 512
    },
    "description": "Real Python is a leading provider of online Python education and one of the largest language-specific online communities for software developers. It publishes high-quality learning resources, such as tutorials, books, and courses to an audience of millions of developers, data scientists, and machine learning engineers each month.",
    "slogan": "Become a Python Expert",
    "email": "info@realpython.com",
    "sameAs": [
      "https://github.com/realpython",
      "https://www.youtube.com/realpython",
      "https://twitter.com/realpython",
      "https://x.com/realpython",
      "https://www.linkedin.com/company/realpython-com/",
      "https://www.facebook.com/learnrealpython",
      "https://www.instagram.com/realpython",
      "https://www.tiktok.com/@realpython.com"
    ]
  },
  "syllabusSections": [
    {
      "@type": "Syllabus",
      "name": "Starting With DuckDB and Python"
    },
    {
      "@type": "Syllabus",
      "name": "Reviewing What You've Learned"
    }
  ],
  "offers": [
    {
      "@type": "Offer",
      "category": "Subscription"
    }
  ],
  "datePublished": "2025-06-24",
  "dateModified": "2025-06-20"
}

authorReal Python
twitter:cardsummary_large_image
twitter:imagehttps://files.realpython.com/media/Showcase-DuckDB_Watermarked.4ff6c6a498a1.jpg
og:imagehttps://files.realpython.com/media/Showcase-DuckDB_Watermarked.4ff6c6a498a1.jpg
twitter:creator@realpython
og:typearticle

Links:

https://realpython.com/
Start Herehttps://realpython.com/start-here/
Learn Python https://realpython.com/courses/starting-duckdb-python/
Python Tutorials →In-depth articles and video courseshttps://realpython.com/search?kind=article&kind=course&order=newest
Learning Paths →Guided study plans for accelerated learninghttps://realpython.com/learning-paths/
Quizzes & Exercises →Check your learning progresshttps://realpython.com/quizzes/
Browse Topics →Focus on a specific area or skill levelhttps://realpython.com/tutorials/all/
Community Chat →Learn with other Pythonistashttps://realpython.com/community/
Office Hours →Live Q&A calls with Python expertshttps://realpython.com/office-hours/
Podcast →Hear what’s new in the world of Pythonhttps://realpython.com/podcasts/rpp/
Books →Round out your knowledge and learn offlinehttps://realpython.com/products/books/
Reference →Concise definitions for common Python termshttps://realpython.com/ref/
Code Mentor →BetaPersonalized code assistance & learning toolshttps://realpython.com/mentor/
Unlock All Content →https://realpython.com/account/join/
More https://realpython.com/courses/starting-duckdb-python/
Learner Storieshttps://realpython.com/learner-stories/
Python Newsletterhttps://realpython.com/newsletter/
Python Job Boardhttps://www.pythonjobshq.com
Meet the Teamhttps://realpython.com/team/
Become a Tutorial Writerhttps://realpython.com/write-for-us/
Become a Video Instructorhttps://realpython.com/become-an-instructor/
Searchhttps://realpython.com/search
https://realpython.com/search
Joinhttps://realpython.com/account/join/
Sign‑Inhttps://realpython.com/account/login/?next=%2Fcourses%2Fstarting-duckdb-python%2F
https://realpython.com/courses/starting-duckdb-python/continue/
https://realpython.com/courses/starting-duckdb-python/#team
Christopher Trudeauhttps://realpython.com/courses/starting-duckdb-python/#team
intermediatehttps://realpython.com/tutorials/intermediate/
databaseshttps://realpython.com/tutorials/databases/
data-sciencehttps://realpython.com/tutorials/data-science/
pythonhttps://realpython.com/tutorials/python/
Start Now https://realpython.com/courses/starting-duckdb-python/continue/
Rate and Reviewhttps://realpython.com/feedback/survey/course/starting-duckdb-python/feedback/?from=course
Q&A With Python Experts: Ask a Questionhttps://realpython.com/courses/starting-duckdb-python/discussion/
Course Slides (.pdf)https://realpython.com/courses/starting-duckdb-python/downloads/duckdb-slides/
Sample Code (.zip)https://realpython.com/courses/starting-duckdb-python/downloads/duckdb-code/
Database Access With Pythonhttps://realpython.com/learning-paths/database-access-in-python/
Start Nowhttps://realpython.com/courses/starting-duckdb-python/continue/
1. Starting With DuckDB and Python (Overview)02:39 https://realpython.com/videos/starting-duckdb-python-overview/
2. Reviewing SQL07:53 https://realpython.com/videos/duckdb-reviewing-sql/
3. An Introduction to DuckDB07:13 https://realpython.com/videos/introduction-duckdb/
4. Using DuckDB With Databases05:03 https://realpython.com/videos/duckdb-databases/
5. Ingesting CSV Files04:43 https://realpython.com/lessons/ingesting-csv-files/
6. Accessing Data in Relation Objects03:28 https://realpython.com/lessons/accessing-data-relation-objects/
7. Joining Data09:39 https://realpython.com/lessons/duckdb-joining-data/
8. Using Python Functions Inside DuckDB Queries05:25 https://realpython.com/lessons/python-functions-inside-duckdb-queries/
1. Starting With DuckDB and Python (Quiz)06:30 https://realpython.com/lessons/starting-duckdb-python-quiz/
2. Starting With DuckDB and Python (Summary)02:33 https://realpython.com/lessons/starting-duckdb-python-summary/
Start Nowhttps://realpython.com/videos/starting-duckdb-python-overview/
https://realpython.com/team/ctrudeau/
» More about Christopherhttps://realpython.com/team/ctrudeau/
https://realpython.com/team/bweleschuk/
Brendahttps://realpython.com/team/bweleschuk/
https://realpython.com/team/cbailey/
Christopherhttps://realpython.com/team/cbailey/
https://realpython.com/team/tmoore/
Tappanhttps://realpython.com/team/tmoore/
https://realpython.com/team/ieyre/
Ianhttps://realpython.com/team/ieyre/
https://realpython.com/team/gahjelle/
Geir Arnehttps://realpython.com/team/gahjelle/
https://realpython.com/team/asantos/
Aldrenhttps://realpython.com/team/asantos/
https://realpython.com/courses/with-statement-python/?utm_source=realpython&utm_medium=web&utm_campaign=related-course&utm_content=starting-duckdb-python
Context Managers and Using Python's with Statementhttps://realpython.com/courses/with-statement-python/?utm_source=realpython&utm_medium=web&utm_campaign=related-course&utm_content=starting-duckdb-python
https://realpython.com/courses/python-metaclasses/?utm_source=realpython&utm_medium=web&utm_campaign=related-course&utm_content=starting-duckdb-python
Metaclasses in Pythonhttps://realpython.com/courses/python-metaclasses/?utm_source=realpython&utm_medium=web&utm_campaign=related-course&utm_content=starting-duckdb-python
https://realpython.com/courses/investigating-quasar-data-polars-marimo-notebooks/?utm_source=realpython&utm_medium=web&utm_campaign=related-course&utm_content=starting-duckdb-python
Investigating Quasar Data With Polars and Interactive marimo Notebookshttps://realpython.com/courses/investigating-quasar-data-polars-marimo-notebooks/?utm_source=realpython&utm_medium=web&utm_campaign=related-course&utm_content=starting-duckdb-python
← Browse All Courseshttps://realpython.com/search?kind=course
Start Herehttps://realpython.com/start-here/
Learning Resourceshttps://realpython.com/search
Code Mentorhttps://realpython.com/mentor/
Python Referencehttps://realpython.com/ref/
Python Cheat Sheethttps://realpython.com/cheatsheets/python/
Support Centerhttps://support.realpython.com/
Learning Pathshttps://realpython.com/learning-paths/
Quizzes & Exerciseshttps://realpython.com/quizzes/
Browse Topicshttps://realpython.com/tutorials/all/
Live Courseshttps://realpython.com/live/
Bookshttps://realpython.com/books/
Podcasthttps://realpython.com/podcasts/rpp/
Newsletterhttps://realpython.com/newsletter/
Community Chathttps://realpython.com/community/
Office Hourshttps://realpython.com/office-hours/
Learner Storieshttps://realpython.com/learner-stories/
Plans & Pricinghttps://realpython.com/account/join/
Team Planshttps://realpython.com/account/join-team/
For Businesshttps://realpython.com/account/join-team/inquiry/
For Schoolshttps://realpython.com/account/join-team/education-inquiry/
Reviewshttps://realpython.com/learner-stories/
About Ushttps://realpython.com/about/
Teamhttps://realpython.com/team/
Mission & Valueshttps://realpython.com/mission/
Editorial Guidelineshttps://realpython.com/editorial-guidelines/
Sponsorshipshttps://realpython.com/sponsorships/
Careershttps://realpython.workable.com
Press Kithttps://realpython.com/media-kit/
Merchhttps://realpython.com/merch
https://www.youtube.com/realpython
https://x.com/realpython
https://www.linkedin.com/company/realpython-com
https://www.facebook.com/LearnRealPython
https://github.com/realpython/
Privacy Policyhttps://realpython.com/privacy-policy/
Terms of Usehttps://realpython.com/terms/
Securityhttps://realpython.com/security/
Contacthttps://realpython.com/contact/
https://realpython.com/

Viewport: width=device-width, initial-scale=1, shrink-to-fit=no, viewport-fit=cover

Robots: max-image-preview:large


URLs of crawlers that visited me.