The numerous stages of coding or technology development can be tedious, which is why different software programs exist to make developers’ jobs faster and easier. These programs include code editors, text editors, IDEs, debuggers, and compilers.
These programs also come in different formats, such as desktop-based and online-based, also known as web-based. These online-based programs help developers conduct code completion via a browser that professionals can access from anywhere. This article will introduce you to online R compilers, including the most popular and widely used ones.
What Is R?
R is an open-source programming language used for statistical computing and graphics. Statisticians developed it in the Bell Laboratory in 1993 for statistical inference, data analysis, and machine learning algorithms. R is similar to S programming with dynamic contrasts. However, code written in S can also run in R.
Statisticians and data miners primarily use R for statistical software and data analysis. Other industries that use R programming include finance, banking, healthcare, ecommerce, social media, and manufacturing. Popular R apps for finance and statistical analysis include Google, LinkedIn, and Facebook.
What Is an Online R Compiler?
An online R compiler is a tool used to convert and execute source code programs from high-level language to low-level or machine-readable language. The compiler is a web page that allows you to write your code and send it to the server with the inbuilt compiler. The result obtained from this process is rendered on the client-side of the program.
How to Run R Online: Compilers, Interpreters, Code Editors, and IDE
Working with online tools is highly beneficial to programmers for so many reasons, including easy accessibility, speed, no installation, and no cost. While not all online compilers are free, most of them are. They can also be accessed from anywhere through any device as long as you have an Internet connection. This section covers more on online tools and their differences.
Online R Compiler vs Online R Interpreter
There are considerable differences between an online R compiler and an interpreter. However, the differences are not so evident and many use them interchangeably. Online R compilers transform or convert code before the program runs, while online R interpreters transform or convert code one statement at a time while the program is running.
A significant difference is that a compiled code runs faster than an interpreted code. A compiler shows all errors after compilation while an interpreter shows errors line by line. A compiler works with an entire program while an interpreter works with a single line of code. Lastly, a compiler stores machine code in disk storage while an interpreter doesn’t store machine code anywhere.
Online R Compiler vs Online R Editor
The difference between a compiler and an editor is that a compiler is a tool that converts a high-level language to a machine-readable one, while an editor is simply used to write and edit a code or program. You can also get more advanced tools to make coding more manageable by writing and editing your code more efficiently with an editor.
Online R Compiler vs Online R IDE
An IDE is a development environment that comprises several tools used to develop and test software, including a source code editor, debugger, and build automation tools. Some also include a compiler. However, a compiler is a single tool with just one purpose, to convert a program from a high-level program to a machine-readable program.
Top 5 Online R Compilers
| Online R Compiler | Price | Functionality |
|---|---|---|
| IDEOne | Free | Compiler and debugger |
| myCompiler | Free | IDE with Compiler |
| OneCompiler | Free | Compiler |
| Paiza.IO | Free | Editor and compiler |
| Replit | Free – $7 monthly | IDE with compiler |
The table above shows the best online R compilers and essential features, while the section below includes comprehensive information on each of the listed online R compilers. It has more details on their main features and pricing so you can compare each option and select the compiler best suited for you and your project.
IDEOne
IDEOne is a web-based tool that includes a compiler and debugger used to compile and run source code online. It can be referred to as a ‘mini IDE’ and supports over 60 programming languages. It is an open-source and free tool with a user-friendly interface. It also includes examples of writing correct code to help beginners get started and learn code formatting.
IDEOne Features
- Supports multiple programming languages
- Option to toggle on/off syntax highlighting
- Inbuilt debugger to improve code execution
- Editing and downloading of source code files
- View public code snippets and option to set code snippet private
myCompiler
myCompiler is a free online IDE that includes a compiler for you to compile and run your code on Windows devices efficiently. It allows code snippets and other unique features to make writing and running your code manageable. The compiler supports over 21 languages and has a friendly user interface, making it great for beginners to learn how to code via the software program.
myCompiler Features
- Supports multiple programming languages
- Online IDE, code snippet, tag, and search codes
- Code auto-completion
- Syntax highlighting
- Code collaboration if you choose to share projects
OneCompiler
OneCompiler is a popular compiler that supports multiple languages and databases, including R. It allows you to write, run, and share your code quickly, online, and for free. It runs on the latest R version and has many rich features that simplify the coding process. It is also known as a feature-rich code editor and compiler.
OneCompiler Features
- Free and open-source
- Supports browser and desktop
- Supports multiple languages, including JavaScript
- Fast and easy to use
- Allows collaboration with other developers
Paiza.IO
Paiza.IO is an online IDE that aids web and software development and includes an editor and a compiler. It is free, supports over 20 programming and scripting languages, and helps to learn to program and scrape websites. It offers a space for developers to write, learn, and teach code which makes it beginner-friendly.
Paiza.IO Features
- Supports multiple programming languages
- Allows live editing
- Supports multiple file editing
- Supports GitHub integration
- Allows code sharing
Replit
Replit is an online IDE that includes an editor, interpreter, compiler, and REPL. This tool allows you to code, collaborate, compile, run, share, and deploy through their browser without the stress of compiler installation. This tool supports over 50 languages, is free for starters, and includes helpful features. However, for a fee of $7 monthly, you can get to use more features.
Replit Features
- Easy to use
- Allows real-time, multi-user editing
- Supports over 50 programming and markup languages
- Integration with GitHub
- Includes an online IDE, compiler, interpreter, and REPL
- Supports code refactoring, syntax highlighting and has an inbuilt debugger
Which Online R Compiler Should I Choose?
Your choice of compiler should be dependent on your program, budget, and experience level. While most compilers are beginner-friendly and accessible, not all of them are. No matter your needs, find a free one that is easy to navigate without any complications. A good compiler will help you to learn R faster and write cleaner code.
Most importantly, you should also consider the features of the compiler. Many compilers come as a part of an IDE, while some are standalone. For those that come as part of an IDE package, you are likely to get more features and have an easier and faster coding process due to the many incredible features offered.
For simple compilers, you should research to ensure that it can compile and run your code and scripts with speed and ease. As a coding bootcamp graduate or professional developer, you may want to go for more advanced features due to your skill and experience level. Regardless, the compiler should still be accessible and easy to use and navigate.
Online R Compiler FAQ
IDEOne, OneCompiler, OnlineGDB, myCompiler, Replit, and Paiza.IO are the best online compilers. These are some of the robust, feature-rich online compilers in the industry. However, your choice can vary depending on the programming language.
You can run R code online using an online compiler, Integrated Development Environment, or IDE. Some options are OneCompiler, IDEOne, RStudio, and Replit.
Some IDEs that you can use for R are RStudio, Visual Studio, Rattle, Tinn-R, RKWard, and R AnalyticalFlow. These are some of the best and most widely used IDEs for R by professionals in the field.
Yes, there are numerous online compilers that you can use for all the different programming languages. While some online compilers are specific to a particular language, most support multiple languages and offer similar features as desktop compilers.
About us: Career Karma is a platform designed to help job seekers find, research, and connect with job training programs to advance their careers. Learn about the CK publication.
