Quarto: Convert Jupyter Notebooks into Professional Reports, Websites, and Dashboards

Quarto is an open-source technical publishing tool that allows users to convert Jupyter Notebooks, R Markdown, and scripts into polished reports, dashboards, books, and websites. Unlike traditional tools that produce static outputs, Quarto ensures reproducibility, automation, and cross-language compatibility.

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🔹 Supports Python, R, Julia, and JavaScript
🔹 Outputs HTML, PDF, Word, LaTeX, and e-books
🔹 Automates publishing via CI/CD
🔹 Integrates with GitHub, Netlify, and Quarto Pub

This guide covers installation, features, real-world use cases, troubleshooting, and best practices to help you leverage Quarto’s full potential.

🎯 Introduction: What is Quarto?

Quarto is an open-source technical publishing tool that allows users to convert Jupyter Notebooks and Markdown documents into beautifully formatted outputs such as:

📊 Interactive Reports
📘 E-books & Scientific Papers
📈 Business Dashboards
🌍 Full-fledged Websites

🌟 Key Benefits of Quarto

✅ Supports Python, R, Julia & JavaScript
✅ One-command rendering into multiple formats
✅ Works with Jupyter Notebooks & R Markdown
✅ Seamless CI/CD integration for automated publishing
✅ Customizable themes & templates

💡 Built on Pandoc, Quarto provides an easy-to-use, reproducible workflow for anyone working with data-driven documents.

🛠 Installation & Setup

System Requirements

🔹 Supported OS: Windows, macOS, Linux
🔹 Dependencies: Pandoc, LaTeX (for PDFs), Node.js (for web)

Install Quarto

Option 1: Using pip (Python users)

pip install quarto

Option 2: Download Quarto directly

quarto install

✅ Verify Installation

quarto --version

✔ If installed correctly, it should display the latest Quarto version.

📌 Basic Usage: Rendering Notebooks

1️⃣ Convert Jupyter Notebook to HTML

quarto render my_notebook.ipynb --to html

2️⃣ Convert Jupyter Notebook to PDF

quarto render my_notebook.ipynb --to pdf

3️⃣ Convert Jupyter Notebook to a Website

quarto render my_notebook.qmd --to gfm

🚀 Quarto supports multiple output formats, making it easy to share your work across different platforms.

🌐 Publishing Options

Once rendered, Quarto documents can be published to various platforms:

Platform	Usage
GitHub Pages	Host static reports & documentation
Netlify	Deploy interactive dashboards
Hugging Face Spaces	Share AI/ML models
Posit Connect	Enterprise-level publishing

🔄 Publish to GitHub Pages

quarto publish gh-pages

💡 Pro Tip: Use CI/CD automation to publish updates automatically!

🚀 CI/CD Automation: Deploying Quarto Reports

For continuous integration, Quarto works seamlessly with GitHub Actions.

✅ Example GitHub Actions Workflow for Automated Report Deployment

name: Deploy Quarto Report
on: push
jobs:
  build:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v2
      - run: quarto render
      - run: quarto publish gh-pages

🎯 This workflow automatically generates and publishes Quarto reports whenever changes are pushed to GitHub.

🎨 Advanced Features & Customization

1️⃣ Custom Styling & Themes

Quarto uses Bootstrap-based themes for professional-looking outputs. Customize it using:

format:
  html:
    theme: cosmo
    css: custom.css

2️⃣ Interactive Dashboards

Quarto integrates with Observable JavaScript and Plotly for interactive charts.

3️⃣ Extensions & Plugins

🔹 Write custom Lua filters for advanced formatting
🔹 Use shortcodes to embed videos, maps, and more

⚡ Performance Optimization Tips

1️⃣ Enable Caching for Faster Rendering

execute:
  cache: true

2️⃣ Reduce Output Size

Use include: false for large datasets.

3️⃣ Parallel Processing

Enable multi-threaded execution for large computations:

execute:
  freeze: auto

📊 Quarto vs. Alternative Tools

Feature	Quarto	Jupyter nbconvert	R Markdown	Streamlit	MkDocs	Sphinx	Jupyter Book	Bookdown
Multi-language support	✅ Python, R, Julia, JS	⚠️ Python-focused	⚠️ R-focused	⚠️ Python-focused	✅ Any language	✅ Any language	✅ Multiple languages	⚠️ R-focused
Output Formats	✅ HTML, PDF, DOCX, ePub, revealjs	⚠️ HTML, PDF, LaTeX	✅ HTML, PDF, DOCX, ePub	❌ Web apps only	✅ HTML, PDF	✅ HTML, PDF, ePub	✅ HTML, PDF	✅ HTML, PDF, ePub
Interactivity	✅ Full support (ObservableJS, Plotly)	⚠️ Limited	⚠️ Limited	✅ Full support	❌ Limited	⚠️ Via extensions	✅ Good support	⚠️ Limited
Best for	Reports, Books, Websites, Dashboards	Simple notebook conversion	Reproducible Research	Interactive Web Apps	Software Documentation	Software Documentation & APIs	Educational Content & Research	Books & Research Papers
Theming & Customization	✅ Advanced Bootstrap & CSS	❌ Basic	✅ Good	✅ Good	✅ Good	✅ Extensive	✅ Good	✅ Good
Version Control & CI/CD	✅ Built-in publishing tools	⚠️ Basic	✅ Good	✅ Good	✅ Excellent	✅ Excellent	✅ Good	⚠️ Basic
Learning Curve	⚠️ Moderate	✅ Low	⚠️ Moderate	✅ Low	✅ Low	❌ Steep	⚠️ Moderate	⚠️ Moderate
Community & Ecosystem	⚠️ Growing	✅ Large	✅ Large	✅ Large	✅ Large	✅ Large	✅ Growing	⚠️ Moderate

📌 Key Takeaways

✅ Use Quarto if you need a flexible multi-language tool with multiple output formats and reproducibility.
✅ Use Jupyter Book if your focus is on educational content and scientific publishing.
✅ Use Sphinx if you’re writing software documentation or API references.
✅ Use MkDocs if you need fast and simple documentation sites.
✅ Use Bookdown if you’re publishing academic research and long-form books.
✅ Use Streamlit if you need interactive data dashboards, not static documents.

💡 Final Verdict:
Quarto strikes a balance between ease of use and advanced customization, making it the best choice for general technical publishing.

🔍 Quarto is the best choice for multi-language, reproducible publishing.

🐞 Common Issues & Troubleshooting

❌ Issue 1: PDF Not Generating

🔹 Ensure LaTeX is installed

quarto install tinytex

❌ Issue 2: Quarto Command Not Found

🔹 Restart terminal and verify installation:

quarto --version

❌ Issue 3: Slow Rendering

🔹 Enable caching:

execute:
  cache: true

✅ Getting Started

🚀 Ready to try Quarto?
🔗 Download and explore tutorials at quarto.org

💡 Join the community: Quarto GitHub Discussions

Final Thoughts

Quarto is a powerful, flexible, and open-source solution for technical publishing. Whether you need automated reports, reproducible research, or professional documentation, Quarto has you covered.

Start using Quarto today! 🚀