RStudio vs Apache Zeppelin

Need advice about which tool to choose?Ask the StackShare community!

RStudio

283
293
+ 1
9
Apache Zeppelin

161
239
+ 1
31
Add tool

RStudio vs Apache Zeppelin: What are the differences?

RStudio: Open source and enterprise-ready professional software for the R community. An integrated development environment for R, with a console, syntax-highlighting editor that supports direct code execution Publish and distribute data products across your organization. One button deployment of Shiny applications, R Markdown reports, Jupyter Notebooks, and more. Collections of R functions, data, and compiled code in a well-defined format. You can expand the types of analyses you do by adding packages.; Apache Zeppelin: A web-based notebook that enables interactive data analytics. A web-based notebook that enables interactive data analytics. You can make beautiful data-driven, interactive and collaborative documents with SQL, Scala and more.

RStudio can be classified as a tool in the "Integrated Development Environment" category, while Apache Zeppelin is grouped under "Data Science Notebooks".

Apache Zeppelin is an open source tool with 4.24K GitHub stars and 2.1K GitHub forks. Here's a link to Apache Zeppelin's open source repository on GitHub.

According to the StackShare community, Apache Zeppelin has a broader approval, being mentioned in 20 company stacks & 6 developers stacks; compared to RStudio, which is listed in 5 company stacks and 5 developer stacks.

Get Advice from developers at your company using Private StackShare. Sign up for Private StackShare.
Learn More
Pros of RStudio
Pros of Apache Zeppelin
  • 2
    Visual editor for R Markdown documents
  • 2
    In-line code execution using blocks
  • 1
    Sophitiscated statistical packages
  • 1
    Supports Rcpp, python and SQL
  • 1
    Can be themed
  • 1
    In-line graphing support
  • 1
    Latex support
  • 6
    In-line code execution using paragraphs
  • 5
    Cluster integration
  • 4
    Multi-User Capability
  • 4
    In-line graphing
  • 4
    Zeppelin context to exchange data between languages
  • 2
    Privacy configuration of the end users
  • 2
    Execution progress included
  • 2
    Multi-user with kerberos
  • 2
    Allows to close browser and reopen for result later

Sign up to add or upvote prosMake informed product decisions

Sign up to add or upvote consMake informed product decisions

What is RStudio?

An integrated development environment for R, with a console, syntax-highlighting editor that supports direct code execution. Publish and distribute data products across your organization. One button deployment of Shiny applications, R Markdown reports, Jupyter Notebooks, and more. Collections of R functions, data, and compiled code in a well-defined format. You can expand the types of analyses you do by adding packages.

What is Apache Zeppelin?

A web-based notebook that enables interactive data analytics. You can make beautiful data-driven, interactive and collaborative documents with SQL, Scala and more.

Need advice about which tool to choose?Ask the StackShare community!

What companies use RStudio?
What companies use Apache Zeppelin?
See which teams inside your own company are using RStudio or Apache Zeppelin.
Sign up for Private StackShareLearn More

Sign up to get full access to all the companiesMake informed product decisions

What tools integrate with RStudio?
What tools integrate with Apache Zeppelin?

Sign up to get full access to all the tool integrationsMake informed product decisions

What are some alternatives to RStudio and Apache Zeppelin?
Python
Python is a general purpose programming language created by Guido Van Rossum. Python is most praised for its elegant syntax and readable code, if you are just beginning your programming career python suits you best.
Jupyter
The Jupyter Notebook is a web-based interactive computing platform. The notebook combines live code, equations, narrative text, visualizations, interactive dashboards and other media.
Atom
At GitHub, we're building the text editor we've always wanted. A tool you can customize to do anything, but also use productively on the first day without ever touching a config file. Atom is modern, approachable, and hackable to the core. We can't wait to see what you build with it.
Anaconda
A free and open-source distribution of the Python and R programming languages for scientific computing, that aims to simplify package management and deployment. Package versions are managed by the package management system conda.
MATLAB
Using MATLAB, you can analyze data, develop algorithms, and create models and applications. The language, tools, and built-in math functions enable you to explore multiple approaches and reach a solution faster than with spreadsheets or traditional programming languages, such as C/C++ or Java.
See all alternatives