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Jupyterlab vs. Jupyter Notebook — What's the Difference?

Edited by Tayyaba Rehman — By Fiza Rafique — Published on December 6, 2023
Jupyterlab is an integrated environment for Jupyter tools. Jupyter Notebook is an open-source web application for creating and sharing documents with live code, equations, and visualizations.
Jupyterlab vs. Jupyter Notebook — What's the Difference?

Difference Between Jupyterlab and Jupyter Notebook

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Key Differences

Jupyterlab is a modern interactive development environment (IDE) that encompasses a suite of tools for the Jupyter ecosystem. It provides a unified interface to work with Jupyter tools, including Jupyter Notebook, terminal, text editor, and other extensions. Jupyterlab represents the evolution of the Jupyter user experience, offering a more flexible and extensible environment.
Fiza Rafique
Dec 06, 2023
Jupyter Notebook, on the other hand, is a specific tool within the Jupyter ecosystem. It's an application that allows users to create and share documents containing live code, equations, visualizations, and narrative text. These notebooks are both human-readable documents containing the analysis description and the results (like figures) as well as executable code which can be run to perform data analysis.
Fiza Rafique
Dec 06, 2023
While Jupyterlab includes Jupyter Notebook as one of its components, it goes beyond that. Jupyterlab's interface is modular, allowing users to arrange multiple documents and activities (like coding, testing, viewing data) side by side in the same browser window using drag and drop. Jupyter Notebook doesn't offer this level of interface flexibility.
Fiza Rafique
Dec 06, 2023
A significant advantage of Jupyterlab over Jupyter Notebook is its extensibility. Developers can easily create extensions for Jupyterlab to add new functionalities, whereas Jupyter Notebook has limitations in this regard. Both tools are part of the larger Jupyter project, aiming to provide open tools for interactive computing.
Fiza Rafique
Dec 06, 2023
In essence, while Jupyter Notebook focuses on creating and sharing documents with live code and visualizations, Jupyterlab provides a more extensive set of tools and a flexible environment encompassing Jupyter Notebook and more.
Fiza Rafique
Dec 06, 2023
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Comparison Chart

Nature

Integrated Development Environment (IDE)
Web Application
Fiza Rafique
Dec 06, 2023

Components

Includes Jupyter Notebook, terminal, text editor, etc.
Standalone notebook interface
Fiza Rafique
Dec 06, 2023

User Interface

Modular, drag-and-drop functionality
Fixed interface
Fiza Rafique
Dec 06, 2023

Extensibility

Easily extensible with new functionalities
Limited extensibility
Fiza Rafique
Dec 06, 2023

Primary Purpose

Comprehensive tool for the Jupyter ecosystem
Creating/sharing documents with live code & visualizations
Fiza Rafique
Dec 06, 2023

Compare with Definitions

Jupyterlab

A unified platform for data science and machine learning workflows.
Jupyterlab streamlines my data analysis workflow by integrating various tools.
Fiza Rafique
Oct 22, 2023

Jupyter Notebook

An application that blends code execution with textual content.
Jupyter Notebook allows me to document my code while I write it.
Fiza Rafique
Oct 22, 2023

Jupyterlab

The next-generation user interface for the Jupyter ecosystem.
Jupyterlab offers a more flexible interface than traditional Jupyter tools.
Fiza Rafique
Oct 22, 2023

Jupyter Notebook

A platform for sharing reproducible research and data narratives.
Researchers often share their findings using Jupyter Notebooks for transparency.
Fiza Rafique
Oct 22, 2023

Jupyterlab

An integrated environment for Jupyter tools.
I use Jupyterlab because it integrates all my Jupyter tools in one place.
Fiza Rafique
Oct 22, 2023

Jupyter Notebook

An open-source web application for creating interactive documents.
I drafted my data analysis report using a Jupyter Notebook.
Fiza Rafique
Oct 22, 2023

Jupyterlab

A web-based IDE that encompasses Jupyter Notebook and other Jupyter tools.
With Jupyterlab, I can edit text, run code, and view results side by side.
Fiza Rafique
Oct 22, 2023

Jupyter Notebook

A tool allowing the integration of live code, equations, and visualizations.
With Jupyter Notebook, I can combine my code and visualizations seamlessly.
Fiza Rafique
Oct 22, 2023

Jupyterlab

An extensible environment for interactive computing.
Developers have created numerous extensions to enhance Jupyterlab's capabilities.
Fiza Rafique
Oct 22, 2023

Jupyter Notebook

Part of the Jupyter project aiming to provide tools for interactive computing.
Jupyter Notebook is one of the most popular tools in the Jupyter ecosystem.
Fiza Rafique
Oct 22, 2023

Common Curiosities

Are Jupyterlab and Jupyter Notebook free to use?

Yes, both are open-source tools and are freely available.
Fiza Rafique
Dec 06, 2023

Can I use Jupyter Notebook without Jupyterlab?

Yes, Jupyter Notebook is a standalone application and can be used independently of Jupyterlab.
Fiza Rafique
Dec 06, 2023

What's the main advantage of using Jupyterlab?

Jupyterlab offers a more flexible and extensible environment, integrating various Jupyter tools in one place.
Fiza Rafique
Dec 06, 2023

How does Jupyter Notebook fit into Jupyterlab?

Jupyter Notebook is a component within Jupyterlab, allowing users to create interactive documents.
Fiza Rafique
Dec 06, 2023

How do I extend the functionalities of Jupyterlab?

You can extend Jupyterlab by creating or installing extensions designed for it.
Fiza Rafique
Dec 06, 2023

How do I install Jupyterlab?

Jupyterlab can be installed using pip or conda, similar to other Python packages.
Fiza Rafique
Dec 06, 2023

Is Jupyter Notebook's interface customizable?

While Jupyter Notebook has a fixed interface, Jupyterlab offers a more modular and customizable interface.
Fiza Rafique
Dec 06, 2023

Is Jupyter Notebook suitable for data visualization?

Absolutely, Jupyter Notebook supports various visualization libraries and tools.
Fiza Rafique
Dec 06, 2023

What is Jupyterlab?

Jupyterlab is an integrated environment for Jupyter tools, offering a unified interface for various Jupyter activities.
Fiza Rafique
Dec 06, 2023

Which tool is better for collaborative work?

Both tools support collaboration, but Jupyterlab's integrated environment might offer more streamlined workflows for some teams.
Fiza Rafique
Dec 06, 2023

Are there any alternatives to these tools?

There are alternatives like RStudio for R or other IDEs, but Jupyterlab and Jupyter Notebook are unique in their integration of live code with narrative content.
Fiza Rafique
Dec 06, 2023

Can I run Jupyter Notebook within Jupyterlab?

Yes, Jupyterlab includes Jupyter Notebook as one of its main components.
Fiza Rafique
Dec 06, 2023

Do both tools support extensions?

Yes, but Jupyterlab is designed to be more easily extensible than Jupyter Notebook.
Fiza Rafique
Dec 06, 2023

Can I run other languages besides Python in these tools?

Yes, both Jupyterlab and Jupyter Notebook support multiple programming languages, including R and Julia.
Fiza Rafique
Dec 06, 2023

Can I export my work from these tools to other formats?

Yes, both Jupyterlab and Jupyter Notebook support exporting to formats like PDF, HTML, and more.
Fiza Rafique
Dec 06, 2023

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Author Spotlight

Written by
Fiza Rafique
Fiza Rafique is a skilled content writer at AskDifference.com, where she meticulously refines and enhances written pieces. Drawing from her vast editorial expertise, Fiza ensures clarity, accuracy, and precision in every article. Passionate about language, she continually seeks to elevate the quality of content for readers worldwide.
Tayyaba Rehman is a distinguished writer, currently serving as a primary contributor to askdifference.com. As a researcher in semantics and etymology, Tayyaba's passion for the complexity of languages and their distinctions has found a perfect home on the platform. Tayyaba delves into the intricacies of language, distinguishing between commonly confused words and phrases, thereby providing clarity for readers worldwide.

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