Overview

PyCharm

Stacks28.4K

Followers24.2K

Votes451

RStudio

Stacks414

Followers455

Votes10

GitHub Stars4.9K

Forks1.1K

PyCharm vs RStudio: What are the differences?

Comparison between PyCharm and RStudio

PyCharm and RStudio are popular integrated development environments (IDEs) used for programming in Python and R, respectively. Although both IDEs are widely used, there are key differences that set them apart from each other.

Language Support: PyCharm is specifically designed for Python development, providing comprehensive support for Python programming, including advanced debugging and code analysis features. On the other hand, RStudio is primarily built for R programming, offering robust tools and features tailored to the needs of R developers.
User Interface: PyCharm has a more traditional IDE interface, with a rich set of menus, toolbars, and project management options. It provides a comprehensive set of editing features, including code formatting, intelligent code completion, and built-in version control integration. In contrast, RStudio has a simpler and more streamlined user interface that is focused on providing a seamless experience for R developers.
Package Management: PyCharm offers a powerful package management system called "pip," which allows developers to easily install, update, and manage Python packages. It also provides integration with popular package repositories such as PyPI. RStudio, on the other hand, has its own package management system called "CRAN," which provides a wide range of R packages that can be easily installed and updated within the IDE.
Debugger: PyCharm provides a robust debugger that allows developers to step through their Python code line by line, set breakpoints, and inspect variables. It also offers remote debugging capabilities and integration with popular Python testing frameworks. In contrast, RStudio provides a built-in debugger specifically designed for R programming, allowing developers to debug their R code and inspect variables in real-time.
Data Analysis Features: RStudio excels in data analysis and visualization capabilities, offering a wide range of statistical functions and libraries specifically designed for analyzing and manipulating data. It provides seamless integration with the popular R packages such as ggplot2 and dplyr, making it an ideal environment for data scientists and statisticians. PyCharm, on the other hand, provides some data analysis features but is not as specialized as RStudio in this area.
Community and Support: PyCharm has a large and active community of Python developers who contribute to its ecosystem by creating plugins, sharing knowledge, and providing support through forums and online resources. It has been developed and maintained by JetBrains, a reputable software development company. RStudio also has a strong community of R developers and provides excellent support through its online resources, forums, and tutorials.

In summary, PyCharm is a powerful IDE specifically tailored for Python development, providing robust features and extensive language support. On the other hand, RStudio is a specialized IDE for R programming, offering advanced data analysis capabilities and seamless integration with R packages.

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Advice on PyCharm, RStudio

christy

Program Manager

Jul 1, 2020

Needs adviceon

Python

Eclipse

IntelliJ IDEA

UPDATE: Thanks for the great response. I am going to start with VSCode based on the open source and free version that will allow me to grow into other languages, but not cost me a license ..yet.

I have been working with software development for 12 years, but I am just beginning my journey to learn to code. I am starting with Python following the suggestion of some of my coworkers. They are split between Eclipse and IntelliJ IDEA for IDEs that they use and PyCharm is new to me. Which IDE would you suggest for a beginner that will allow expansion to Java, JavaScript, and eventually AngularJS and possibly mobile applications?

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Detailed Comparison

PyCharm	RStudio
PyCharm’s smart code editor provides first-class support for Python, JavaScript, CoffeeScript, TypeScript, CSS, popular template languages and more. Take advantage of language-aware code completion, error detection, and on-the-fly code fixes!	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.
Syntax highlighting;Auto-Indentation and code formatting;Code completion;Line and block commenting;On-the-fly error highlighting;Code snippets;Code folding	Enhanced Security and Authentication; Administrative Tools; Metrics and Monitoring; Advanced Resource Management; Session Load Balancing; Team Productivity Enhancements; Priority Email Support.
Statistics
GitHub Stars -	GitHub Stars 4.9K
GitHub Forks -	GitHub Forks 1.1K
Stacks 28.4K	Stacks 414
Followers 24.2K	Followers 455
Votes 451	Votes 10
Pros & Cons
Pros 112 Smart auto-completion 93 Intelligent code analysis 77 Powerful refactoring 60 Virtualenv integration 54 Git integration Cons 10 Slow startup 7 Not very flexible 6 Resource hog 3 Periodic slow menu response 1 Pricey for full features	Pros 3 Visual editor for R Markdown documents 2 In-line code execution using blocks 1 Latex support 1 In-line graphing support 1 Can be themed
Integrations
Django Python	Jenkins Docker Windows

What are some alternatives to PyCharm, RStudio?

JavaScript

JavaScript is most known as the scripting language for Web pages, but used in many non-browser environments as well such as node.js or Apache CouchDB. It is a prototype-based, multi-paradigm scripting language that is dynamic,and supports object-oriented, imperative, and functional programming styles.

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.

PHP

Fast, flexible and pragmatic, PHP powers everything from your blog to the most popular websites in the world.

Sublime Text

Sublime Text is available for OS X, Windows and Linux. One license is all you need to use Sublime Text on every computer you own, no matter what operating system it uses. Sublime Text uses a custom UI toolkit, optimized for speed and beauty, while taking advantage of native functionality on each platform.

Ruby

Ruby is a language of careful balance. Its creator, Yukihiro “Matz” Matsumoto, blended parts of his favorite languages (Perl, Smalltalk, Eiffel, Ada, and Lisp) to form a new language that balanced functional programming with imperative programming.

Java

Java is a programming language and computing platform first released by Sun Microsystems in 1995. There are lots of applications and websites that will not work unless you have Java installed, and more are created every day. Java is fast, secure, and reliable. From laptops to datacenters, game consoles to scientific supercomputers, cell phones to the Internet, Java is everywhere!

Golang

Go is expressive, concise, clean, and efficient. Its concurrency mechanisms make it easy to write programs that get the most out of multicore and networked machines, while its novel type system enables flexible and modular program construction. Go compiles quickly to machine code yet has the convenience of garbage collection and the power of run-time reflection. It's a fast, statically typed, compiled language that feels like a dynamically typed, interpreted language.

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.

Vim

Vim is an advanced text editor that seeks to provide the power of the de-facto Unix editor 'Vi', with a more complete feature set. Vim is a highly configurable text editor built to enable efficient text editing. It is an improved version of the vi editor distributed with most UNIX systems. Vim is distributed free as charityware.