RStudio Alternatives

RStudio is described as 'integrated development environment (IDE) for R. RStudio combines an intuitive user interface with powerful coding tools to help you get the most out of R' and is a very popular app in the development category. There are more than 50 alternatives to RStudio for a variety of platforms, including Windows, Mac, Linux, Online / Web-based and Xfce. The best alternative is Microsoft Visual Studio. It's not free, so if you're looking for a free alternative, you could try Jupyter or PSPP. Other great apps like RStudio are JASP, Spyder, KNIME and RKWard.

RStudio alternatives are mainly Statistical Analyzers but may also be IDEs or Code Editors. Filter by these if you want a narrower list of alternatives or looking for a specific functionality of RStudio.

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RStudio

118

Free • Open Source
IDE

Mac
Windows
Linux
Xfce

RStudio™ is an integrated development environment (IDE) for R. RStudio combines an intuitive user interface with powerful...

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Microsoft Visual Studio
Do you think this is a good alternative?
Yes
No
Free Personal • Proprietary
IDE
Code Editor
Mac
Windows
Online
.NET Framework
104 alternatives to Microsoft Visual Studio
Microsoft Visual Studio is an integrated development environment (IDE) from Microsoft. It is used to develop computer programs for Microsoft Windows, as well as web sites, web applications and web services.
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Microsoft Visual Studio Features
1. Syntax HighlightingMicrosoft Visual Studio supports syntax highlighting for various programming and markup languages.
2. Ad-freeMicrosoft Visual Studio doesn't contain any form of external advertising.
3. Extensible by Plugins/ExtensionsMicrosoft Visual Studio can be extended with add-ons, plugins and extensions.
4. No registration requiredYou can use most of the features in Microsoft Visual Studio without registration.
5. AutocompletionMicrosoft Visual Studio can predict and complete the rest of a word or phrase you're typing.
Code Completion
Embedded debugger
NET Support
Nuget
C-sharp
NET Framework
VB.NET support
Support for MS SQL Server
C support
NETCore Support
Microsoft Visual Studio vs RStudio opinions
Some users think Microsoft Visual Studio is a great alternative to RStudio, some don't.
axcqhsbsadoukciozt
It is not an alternative to RStudio
Negative comment•
0

Tarek_Hasan
r studio is a statistical software and visual studio is a computer programming ide
Negative comment•
2
Jupyter
Do you think this is a good alternative?
Yes
No
Free • Open Source
Mac
Windows
Linux
Online
Cloudron
41 alternatives to Jupyter
The Jupyter Notebook is a web application that allows you to create and share documents that contain live code, equations, visualizations and explanatory text. Uses include: data cleaning and transformation, numerical simulation, statistical modeling, machine learning and much...
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Jupyter Features
Interactive Visualization
Browser-based
Multiple languages
Literate programming
Server-side
Jupyter vs RStudio opinions
This alternative is disputed. Jupyter is still a legitimate alternative to RStudio, but it might have issues that some users think are important.
Guest
Jupyter is a notebook while Rstudio is an IDE
Negative comment•
20
PSPP
Do you think this is a good alternative?
Yes
No
Free • Open Source
Statistical Analyzer
Mac
Windows
Linux
37 alternatives to PSPP
PSPP is a free software application for analysis of sampled data. It has a graphical user interface and conventional command line interface. It is written in C, uses GNU Scientific Library for its mathematical routines, and plotutils for generating graphs.
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PSPP Features
Graphs
PSPP vs RStudio opinions
This alternative is disputed. PSPP is still a legitimate alternative to RStudio, but it might have issues that some users think are important.
Guest
PSPP is a GUI for a SPSS like language, it does not R and it is not focused on source code editing.
Negative comment•
5

Guest
RStudio is an IDE for data exploration, analysis and visualization in R. PSPP is more like a combination of R and RStudio.
Negative comment•
1

Guest
PSPP appears not to be an IDE for R
Negative comment•
1
JASP
Do you think this is a good alternative?
Yes
No
Free • Open Source
Statistical Analyzer
Mac
Windows
Linux
23 alternatives to JASP
JASP is a free and open-source graphical program for statistical analysis supported by the University of Amsterdam. It is designed to be easy to use, and familiar to users of SPSS. It offers standard analysis procedures in both their classical and Bayesian form.
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JASP Features
1. No Coding RequiredJASP can be used without an coding or programming skills.
Bayesian Analysis
Parametric and NonParametric
Spyder
Do you think this is a good alternative?
Yes
No
Free • Open Source
Mac
Windows
Linux
41 alternatives to Spyder
Spyder (previously known as Pydee) is a free open-source Python development environment providing MATLAB-like features in a simple and light-weighted software, available for Windows XP/Vista/7, GNU/Linux and Mac OS X.
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Spyder Features
Supports Python
Python IDE
Spyder vs RStudio opinions
This alternative is disputed. Spyder is still a legitimate alternative to RStudio, but it might have issues that some users think are important.
Guest
Spyder is an IDE for Python, not R. Just because the Python language can be used for mathematics doesn't make this an alternative. Someone looking for alternatives to RStudio rather than R itself is going to be looking for R-based IDEs, not another language.
Negative comment•
16

Guest
Spyder appears not to be an R IDE
Negative comment•
6

Guest
Different programming languages.
Negative comment•
4
KNIME
Do you think this is a good alternative?
Yes
No
Free • Open Source
Mac
Windows
Linux
27 alternatives to KNIME
Knime is a java open-source, cross-platform application which name means "Konstanz Information Miner". It is actually used extensively for data mining, data analysis and optimization. It can be downloaded as the core application itself(Knime Desktop), or the whole SDK...
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KNIME Features
1. Extensible by Plugins/ExtensionsKNIME can be extended with add-ons, plugins and extensions.
Drag and Drop
Neural network
Data Mining
RKWard
Do you think this is a good alternative?
Yes
No
Free • Open Source
Statistical Analyzer
Mac
Windows
Linux
32 alternatives to RKWard
RKWard is an easy to use, transparent frontend to the R programming language, a very powerful, yet hard-to-get-into scripting-language with a strong focus on statistic functions. RKWard tries to combine the power of the R-language with the ease of use of commercial statistical...
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RKWard Features
Data science
RKWard vs RStudio opinions
Most users think RKWard is a great alternative to RStudio.
axcqhsbsadoukciozt
Similar, good integration with KDE and more lightweight.
Positive comment•
0

mehradmahmoudian
RKWard is the closest alternative to Rstudio. It is an ODE specifically designed to work with R. It has almost all features of Rstudio. If you come from Rstudio it might take few days to get used to the layout and shortcuts (this applies to any migration in software world). to be brief, it does the job and it does it good.
Positive comment•
4
IBM SPSS Statistics
Do you think this is a good alternative?
Yes
No
Paid • Proprietary
Statistical Analyzer
Mac
Windows
Linux
61 alternatives to IBM SPSS Statistics
The IBM SPSS software platform offers advanced statistical analysis, a vast library of machine-learning algorithms, text analysis, open-source extensibility, integration with big data and seamless deployment into applications.
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IBM SPSS Statistics Features
Import From Excel
Quantitative data analysis
Statistics and Reports
Polynote
Do you think this is a good alternative?
Yes
No
Free • Open Source
Self-Hosted
26 alternatives to Polynote
Polynote is a different kind of notebook. It supports mixing multiple languages in one notebook, and sharing data between them seamlessly. It encourages reproducible notebooks with its immutable data model.
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Polynote Features
Notebook
Number Analytics
Do you think this is a good alternative?
Yes
No
Paid • Proprietary
Statistical Analyzer
Mac
Windows
Linux
Online
Android
iPhone
Android Tablet
Windows Phone
iPad
21 alternatives to Number Analytics
Number Analytics is a web-based statistical software designed for those who are not good at numbers. No coding needed. It automatically applies suitable statistical models and interprets results in plain English with graphs and color-coded tables.
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Number Analytics Features
1. PortableNumber Analytics can be used from a USB stick or similar with no prior installation.
Conjoint analysis
ANOVA test
Linear Regression
Cloud based
Statistics and Reports
Attribute Rating Method
Zero percent transaction fee
SPSS comparable results
Data science
Statistical Testing