There are many alternatives to RStudio for Linux if you are looking for a replacement. The best Linux alternative is Jupyter, which is both free and Open Source. If that doesn't suit you, our users have ranked more than 50 alternatives to RStudio and many of them are available for Linux so hopefully you can find a suitable replacement. Other interesting Linux alternatives to RStudio are Spyder, RKWard, JASP and PSPP.
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...
Combines advanced editing, analysis, debugging, and profiling functionalities with data exploration, execution, and visualization capabilities. Expandable using its powerful plugin system and API, providing flexibility for custom integrations.
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.
Spyder appears not to be an R IDE
Different programming languages.
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...
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.
Similar, good integration with KDE and more lightweight.
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.
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.
PSPP is a GUI for a SPSS like language, it does not R and it is not focused on source code editing.
PSPP appears not to be an IDE for R
RStudio is an IDE for data exploration, analysis and visualization in R. PSPP is more like a combination of R and RStudio.
Wolfram Language is a symbolic language, deliberately designed with the breadth and unity needed to develop powerful programs quickly. By integrating high-level forms—like Image, GeoPolygon or Molecule—along with advanced superfunctions—such as ImageIdentify or...
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.
Data Analysis and Statistical Software for Professionals.
Stata is a complete, integrated statistical package that provides everything you need for data analysis, data management, and graphics. Stata is not sold in pieces, which means you get everything you need in one package.
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...
R AnalyticFlow is a data analysis software that utilizes the R environment for statistical computing. In addition to intuitive user interface, it also provides advanced features for R experts.
JetBrains DataSpell is an IDE for data science with intelligent Jupyter notebooks, interactive Python scripts, and lots of other built-in tools.
A very simple online IDE for R Language. It does all it says on the tin, including allowing you to import modules.
United States
Netherlands
EU
Switzerland
Czechia
Jupyter is a notebook while Rstudio is an IDE