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  5. C# vs RStudio

C# vs RStudio

OverviewDecisionsComparisonAlternatives

Overview

C#
C#
Stacks70.1K
Followers46.3K
Votes2.2K
RStudio
RStudio
Stacks415
Followers455
Votes10
GitHub Stars4.9K
Forks1.1K

C# vs RStudio: What are the differences?

# Key Differences between C# and RStudio

<Write Introduction here>

1. **Programming Paradigm**: C# is a statically typed language that follows an object-oriented programming paradigm, whereas RStudio is more focused on statistical computing and graphics, following a functional programming paradigm.
2. **Primary Use Case**: C# is commonly used for developing enterprise applications, games, and mobile apps, while RStudio is predominantly utilized for statistical analysis, data visualization, and machine learning tasks.
3. **IDE**: C# development is typically done using Visual Studio, a robust and feature-rich Integrated Development Environment (IDE), while RStudio has its own dedicated IDE tailored for R programming with built-in features for data analysis.
4. **Data Processing**: RStudio is specifically designed to handle large datasets efficiently, with powerful libraries and functions for data manipulation and statistical analysis, whereas C# may require additional libraries or frameworks for similar data processing capabilities.
5. **Community Ecosystem**: C# benefits from a large and active community, with extensive support for various platforms and technologies, while RStudio is specially catered towards data scientists and statisticians, offering a multitude of packages and resources for data analysis tasks.
6. **Native Platform Compatibility**: C# is primarily used for developing Windows applications, although it also supports cross-platform development with .NET Core, while RStudio is compatible with multiple operating systems and is platform-independent, making it versatile for different environments.

In Summary, C# and RStudio differ significantly in terms of programming paradigm, primary use case, IDE, data processing capabilities, community ecosystem, and platform compatibility.

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Advice on C#, RStudio

Andrew
Andrew

Chief Software Architect at Xelex Digital, LLC

Jun 27, 2020

Decided

In 2015 as Xelex Digital was paving a new technology path, moving from ASP.NET web services and web applications, we knew that we wanted to move to a more modular decoupled base of applications centered around REST APIs.

To that end we spent several months studying API design patterns and decided to use our own adaptation of CRUD, specifically a SCRUD pattern that elevates query params to a more central role via the Search action.

Once we nailed down the API design pattern it was time to decide what language(s) our new APIs would be built upon. Our team has always been driven by the right tool for the job rather than what we know best. That said, in balancing practicality we chose to focus on 3 options that our team had deep experience with and knew the pros and cons of.

For us it came down to C#, JavaScript, and Ruby. At the time we owned our infrastructure, racks in cages, that were all loaded with Windows. We were also at a point that we were using that infrastructure to it's fullest and could not afford additional servers running Linux. That's a long way of saying we decided against Ruby as it doesn't play nice on Windows.

That left us with two options. We went a very unconventional route for deciding between the two. We built MVP APIs on both. The interfaces were identical and interchangeable. What we found was easily quantifiable differences.

We were able to iterate on our Node based APIs much more rapidly than we were our C# APIs. For us this was owed to the community coupled with the extremely dynamic nature of JS. There were tradeoffs we considered, latency was (acceptably) higher on requests to our Node APIs. No strong types to protect us from ourselves, but we've rarely found that to be an issue.

As such we decided to commit resources to our Node APIs and push it out as the core brain of our new system. We haven't looked back since. It has consistently met our needs, scaling with us, getting better with time as continually pour into and expand our capabilities.

447k views447k
Comments
Erik
Erik

Chief Architect at LiveTiles

May 18, 2020

Decided

C# and .Net were obvious choices for us at LiveTiles given our investment in the Microsoft ecosystem. It enabled us to harness of the .Net framework to build ASP.Net MVC, WebAPI, and Serverless applications very easily. Coupled with the high productivity of Visual Studio, it's the native tongue of Microsoft technology.

614k views614k
Comments

Detailed Comparison

C#
C#
RStudio
RStudio

C# (pronounced "See Sharp") is a simple, modern, object-oriented, and type-safe programming language. C# has its roots in the C family of languages and will be immediately familiar to C, C++, Java, and JavaScript programmers.

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.

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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
70.1K
Stacks
415
Followers
46.3K
Followers
455
Votes
2.2K
Votes
10
Pros & Cons
Pros
  • 351
    Cool syntax
  • 294
    Great lambda support
  • 267
    Great generics support
  • 212
    Language integrated query (linq)
  • 181
    Extension methods
Cons
  • 15
    Poor x-platform GUI support
  • 8
    Closed source
  • 7
    Fast and secure
  • 7
    Requires DllImportAttribute for getting stuff from unma
Pros
  • 3
    Visual editor for R Markdown documents
  • 2
    In-line code execution using blocks
  • 1
    Can be themed
  • 1
    In-line graphing support
  • 1
    Latex support
Integrations
.NET
.NET
Jenkins
Jenkins
Docker
Docker
Windows
Windows

What are some alternatives to C#, RStudio?

JavaScript

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

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

PHP

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

Sublime Text

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

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

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

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

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

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.

Visual Studio Code

Visual Studio Code

Build and debug modern web and cloud applications. Code is free and available on your favorite platform - Linux, Mac OSX, and Windows.

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