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Jupyter VS React Admin

Compare Jupyter VS React Admin and see what are their differences

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Contents:
  1. ยป Base Details
  2. ยป Videos
  3. ยป Reviews
  4. ยป Alternatives

Jupyter logo Jupyter

Project Jupyter exists to develop open-source software, open-standards, and services for interactive computing across dozens of programming languages. Ready to get started? Try it in your browser Install the Notebook.

React Admin logo React Admin

A frontend Framework for building B2B applications running in the browser on top of REST/GraphQL APIs, using ES6, React and Material Design
  • Jupyter Landing page
    Landing page //
    2023-06-22
  • React Admin Landing page
    Landing page //
    2023-08-20

Jupyter features and specs

  • Interactive Computing
    Jupyter allows real-time interaction with the data and code, providing immediate feedback and making it easier to experiment and iterate.
  • Rich Media Output
    It supports output in various formats including HTML, images, videos, LaTeX, and more, enhancing the ability to visualize and interpret results.
  • Language Agnostic
    Jupyter supports multiple programming languages through its kernel system (e.g., Python, R, Julia), allowing flexibility in the choice of tools.
  • Collaborative Features
    It enables collaboration through shared notebooks, version control, and platform integrations like GitHub.
  • Educational Tool
    Jupyter is widely used for teaching, thanks to its easy-to-use interface and ability to combine narrative text with code, making it ideal for assignments and tutorials.
  • Extensibility
    Jupyter is highly extensible with a large ecosystem of plugins and extensions available for various functionalities.

Possible disadvantages of Jupyter

  • Performance Issues
    For larger datasets and more complex computations, Jupyter can be slower compared to running scripts directly in a dedicated IDE.
  • Version Control Challenges
    Managing version control for Jupyter notebooks can be cumbersome, as they are not plain text files and include metadata that can make diffing and merging complex.
  • Resource Intensive
    Running Jupyter notebooks can be resource-intensive, especially when working with multiple large notebooks simultaneously.
  • Security Concerns
    Because Jupyter allows code execution in the browser, it can be a potential security risk if notebooks from untrusted sources are run without restrictions.
  • Dependency Management
    Managing dependencies and ensuring that the notebook runs consistently across different environments can be challenging.
  • Less Suitable for Production
    Jupyter is often considered more as a research and educational tool rather than a production environment; transitioning from a notebook to production code can require significant refactoring.

React Admin features and specs

  • Component-Based Architecture
    React Admin utilizes a component-based architecture that promotes reusability and modularity, allowing developers to build complex interfaces with less effort.
  • Rich Ecosystem
    Being a React-based framework, React Admin benefits from a vast ecosystem of libraries and tools which can be easily integrated, providing enhanced functionality and scalability.
  • Customizable and Extensible
    Developers can customize and extend React Admin to fit specific needs, thanks to its high degree of flexibility and comprehensive support for custom components.
  • Built-in Data Providers
    React Admin comes with built-in data providers, making it easy to connect with a variety of REST, GraphQL, or other APIs out of the box.
  • Active Community and Maintenance
    Maintained by Marmelab, React Admin has an active community and is well-maintained, ensuring regular updates and improvements.

Possible disadvantages of React Admin

  • Steep Learning Curve
    Beginners might find React Admin challenging at first, especially if they are not familiar with React or the paradigm of component-based architecture.
  • Limited Server-Side Rendering
    React Admin is primarily designed for client-side rendering, which can be limiting for applications that require robust server-side rendering features for SEO purposes.
  • Opinionated Framework
    While being opinionated can be advantageous for some, it might restrict developers who are looking for more freedom in how they architect their applications.
  • Performance Overhead
    The abstraction and number of features included might introduce some performance overhead, especially in large-scale applications with complex data interactions.
  • Dependency on Third-Party Libraries
    React Admin's reliance on third-party libraries can sometimes lead to issues with compatibility or require additional learning for integration and use.

Jupyter videos

+ Add

What is Jupyter Notebook?

More videos:

  • Tutorial - Jupyter Notebook Tutorial: Introduction, Setup, and Walkthrough
  • Review - JupyterLab: The Next Generation Jupyter Web Interface

React Admin videos

+ Add

10 Best React Admin Templates in 2022 | ReactJS Admin Templates

Category Popularity

0-100% (relative to Jupyter and React Admin)

Jupyter

React Admin

Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0
Developer Tools
0 0%
Developer Tools
100% 100
Data Dashboard
100 100%
Data Dashboard
0% 0
Design Tools
0 0%
Design Tools
100% 100

User comments

Share your experience with using Jupyter and React Admin. For example, how are they different and which one is better?
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Reviews

These are some of the external sources and on-site user reviews we've used to compare Jupyter and React Admin

Jupyter Reviews

Jupyter Notebook & 10 Alternatives: Data Notebook Review [2023]
Once you install nteract, you can open your notebook without having to launch the Jupyter Notebook or visit the Jupyter Lab. The nteract environment is similar to Jupyter Notebook but with more control and the possibility of extension via libraries like Papermill (notebook parameterization), Scrapbook (saving your notebookโ€™s data and photos), and Bookstore (versioning).
Source: lakefs.io
7 best Colab alternatives in 2023
JupyterLab is the next-generation user interface for Project Jupyter. Like Colab, it's an interactive development environment for working with notebooks, code, and data. However, JupyterLab offers more flexibility as it can be self-hosted, enabling users to use their own hardware resources. It also supports extensions for integrating other services, making it a highly...
Source: deepnote.com
12 Best Jupyter Notebook Alternatives [2023] โ€“ Features, pros & cons, pricing
Jupyter Notebook is a widely popular tool for data scientists to work on data science projects. This article reviews the top 12 alternatives to Jupyter Notebook that offer additional features and capabilities.
Source: noteable.io
15 data science tools to consider using in 2021
Jupyter Notebook's roots are in the programming language Python -- it originally was part of the IPython interactive toolkit open source project before being split off in 2014. The loose combination of Julia, Python and R gave Jupyter its name; along with supporting those three languages, Jupyter has modular kernels for dozens of others.
Source: searchbusinessanalytics.techtarget.com
Top 4 Python and Data Science IDEs for 2021 and Beyond
Yep โ€” itโ€™s the most popular IDE among data scientists. Jupyter Notebooks made interactivity a thing, and Jupyter Lab took the user experience to the next level. Itโ€™s a minimalistic IDE that does the essentials out of the box and provides options and hacks for more advanced use.
Source: towardsdatascience.com

React Admin Reviews

We have no reviews of React Admin yet.
Be the first one to post

Social recommendations and mentions

Based on our record, Jupyter should be more popular than React Admin. It has been mentiond 224 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Jupyter mentions (224)

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React Admin mentions (26)

  • Top 20 Modern React Libraries To Supercharge Your Next Big Project
    Resource: React Admin Documentation. - Source: dev.to / over 1 year ago
  • How to build a CMS with Supabase and React-admin
    I've been working with react-admin on various projects, some of which required basic CMS features in addition to the core application. We've used headless CMS like Strapi, Directus, or Prismic for these features. However, react-admin is so powerful that it can be used to build the CMS part, too. That's why I worked on a CMS proof-of-concept using react-admin for the admin UI and Supabase (which provides a REST... - Source: dev.to / over 1 year ago
  • A Year of Transformation: Reflecting on 2024's Journey in Tech and Beyond
    I was learning React JS front end and in this journey of self learning, I have achieved many milestone like utilizing react-admin framework. I also implemented two-factor authentication using Authenticator tools with react-admin framework. It was a very challenging job to include two-factor alongside react-admin authentication as there is no tutorial available for it. But this is very much required in the era of... - Source: dev.to / over 1 year ago
  • Building a Complete React CRM App with Atomic CRM ๐Ÿ› ๏ธ
    With a simple relational data model, developers can easily modify the system to store additional data. Its component-based architecture allows for replacing or customizing any part of the application, giving developers full control over the user experience. Built using React and react-admin, two widely supported frameworks, it comes with a rich library of pre-built components ready for use. - Source: dev.to / almost 2 years ago
  • Major updates from the open source community: Release Radar ยท June 2024
    Whenever I see the word "framework", I can't help but think of the Linebreakers' song "We're Gonna Build a Framework". That aside, React-admin has over 25,000 users around the world. It's a single-page application framework, allowing you to build web apps running on top of REST/GraphQL APIs, using TypeScript, React and Material Design. React-admin's latest update brings refined lists and forms, dependency update,... - Source: dev.to / about 2 years ago
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What are some alternatives?

When comparing Jupyter and React Admin, you can also consider the following products

Looker - Looker makes it easy for analysts to create and curate custom data experiencesโ€”so everyone in the business can explore the data that matters to them, in the context that makes it truly meaningful.

Refine - A React Framework for building internal tools, admin panels, dashboards & B2B apps with unmatched flexibilty.

Google BigQuery - A fully managed data warehouse for large-scale data analytics.

Mantine - React library, 60+ hooks and components with dark theme support and focus on accessibility

Databricks - Databricks provides a Unified Analytics Platform that accelerates innovation by unifying data science, engineering and business.โ€ŽWhat is Apache Spark?

Chakra UI - Simple, modular and accessible UI components for your React applications.

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