5 Code Editors & Best IDE For R Programming Language

IDE is an essential need for a programmer to work better and efficiently but which IDE for R is the best? Most of the developers use IDE with which they are uncomfortable, resulting in less productivity and time waste.

In this article, I have discussed the best IDE for R programming language and five more code editors that will help you to be more productive.

So, let’s start with what R programming language and IDE are.

What’s R Programming Language?

R is a statically typed general purpose programming language developed by Ross Ihaka and Robert Gentleman in 1993. It’s a functional programming language that makes it quite easy to learn and use for even beginners.

What’s an IDE?

An IDE (Integrated Development Environment) is software that helps you write your code quickly and easily. It mostly comes with a text editorcompilerinterpreter, and debugger.

Most IDEs also have a built-in way to run and test your code. It can be helpful because you can see your code running and catch any errors while writing it.

Best IDE for R Programming Language

There are tons of IDEs around in the market but the best one is Jupyter IDE for R. It has a lot of features that make it easy to use, including syntax highlighting editor, a debugger, and a code completion tool. Plus, it’s free and open source!

Operating Systems: Windows, Linux, and Mac

Features of Jupyter

Code cells: It allows you to edit and write new code, with full syntax highlighting and tab completion.

Easy to convert: Using Jupyter IDE you can easily convert HTML and PDFs etc.

Use of equations: In Jupyter you can include easily include equations in your program.

You may download Jupyter IDE from this link.

Screenshot showing interface of Jupyter Best IDE for R
Jupyter User Interface

5 Code Editors for R Programming Language

The best code editor (IDE) is the one with the most features and is easy to use. Following are some of the best code editors for R programming language with their features to help you decide which one is best for you.

1. RStudio

RStudio is a free and open-source IDE developed especially for R programming language. It comes with two formats: RStudio desktop is for normal desktop development while RStudio Server is used for development on a remote server.

Furthermore, it includes features such as syntax highlighting, code completion, and code folding.

Operating Systems: Windows, Linux, and Mac

Features of RStudio

Syntax-highlighting: While developing in RStudio, the syntax and keywords are automatically highlighted for a better programming experience.

Plotting: RStudio includes a plotting window that allows users to interactively explore data.

You may download RStudio from this link.

Screenshot showing interface of RStudio
RStudio User Interface

2. Visual Studio Code

Visual Studio Code or commonly known as VS Code is one of the powerful IDEs for development in R programming. It’s considered the most productive and user-friendly IDE.

Microsoft redefined and optimized Visual Studio Code for building and debugging modern web and cloud applications.

The reason VS Code is so popular and powerful is that it has a huge extensions marketplace that includes tons of free-to-use extensions furthermore, it’s developed and maintained by Microsoft.

Operating Systems: Windows, Linux, and Mac

Features of Visual Studio Code

A plethora of Extensions: Visual Studio Code has a variety of free extensions for several languages that can help you boost your productivity.

Multiple Language Support: Visual Studio Code supports a variety of programming languages, including Python, C++, PHP, and others.

In-built Terminal: Visual Studio Code has a built-in terminal that allows you to run commands without having to open another terminal window.

Multi Cursor: In Visual Studio Code you can have multiple cursors and write the same thing on multiple lines and places in your code. You can use multiple cursors by pressing Alt + Left Click.

Popular: Despite this, the most popular IDE remains Visual Studio Code.

You may download Visual Studio Code from this link.

Screenshot Visual Studio Code Interface
VS Code Interface

3. Atom

The Atom IDE is a text editor that’s been designed specifically for developers. It’s open source and it’s available for free on GitHub. The developers have done a great job of making Atom easy to use and customizable. There are a lot of different plugins available, and you can even create your own.

Operating Systems: Windows, Linux, and Mac

Features of Atom

Some of the main features of Atom are:

Customizable: As previously said, Atom is open-source software that may be customized to meet your specific requirements.

Beautiful UI: The interface of Atom is more beautiful than any other IDE.

Auto-Indent: Atom can automatically indent your code for you. This is a great time saver when you are writing code.

Git Integration: Atom comes with built-in integration with Git; it makes it easy for you to push your code to Git.

You may download Atom from this link.

Screenshot showing Interface of Atom
Atom Interface

4. Sublime Text

The Sublime Text IDE is one of the most popular and widely used IDE for R programming language known for its fast performance, powerful features, and ease of use. It was developed by John Skinner on January 18, 2008. Sublime Text also has excellent support for a variety of programming languages which makes it a great choice for both experienced developers and beginners.

Operating systems: Windows, Linux, and Mac

Features of Sublime Text

Quickly find and replace code: One of the most popular features is the ability to quickly find and replace code it makes it very efficient to work with.

AutoComplete: Sublime Text includes a fantastic function called auto-completion, which allows you to write code quicker and with fewer errors.

Multi-language Support: Sublime Text supports several languages, allowing you to develop in multiple languages.

You may download Sublime Text from this link.

Screenshot showing Interface of Sublime Text IDE for r
Sublime Text Interface

5. Rider

The Rider IDE is one of the most popular IDEs for R programming language. It provides many features to make programming in R easier, including code completion, refactoring and debugging. Rider includes several features to help you manage your code, such as a class browser and a unit test runner.

Operating systems: Windows, Linux, and Mac

Features of Rider

Powerful debugger: The debugger in Rider supports both managed and native code, and can debug applications.


Plugins: Rider comes with several plugins for working with specific technologies, such as Xamarin, Unity, and Azure.

You may download Rider from this link.

Image showing interface of Rider ide for r
Rider Interface

Why is an IDE Important?

An IDE (Integrated Development Environment) consists of all the development tools that you need, such as a compiler, terminal, debugger, and interpreter.

The main advantage of using an IDE is that it provides a concise and consistent interface for software development. By using an IDE, developers can easily find the files and code they need, and make changes without having to worry about breaking the code.

In the end, an IDE simply increases your productivity and efficiency.


An IDE (Integrated Development Environment) is software that helps you write your code quickly and easily. It mostly comes with a text editor, compiler, interpreter, and debugger.

Overall, there are a variety of code editors and the best IDE for R programming language available on the market. However, it is important to select the one that is best suited for your needs and preferences.

What do you think which IDE for R is best and what other IDEs should be on this list? Let us know in the comments.

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Being a web developer, writer, and blogger for five years, Jade has a keen interest in writing about programming, coding, and web development.