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R AnalyticFlow Alternatives

R AnalyticFlow Alternatives

R AnalyticFlow

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. These features enable you to share the processes of data analysis between users with differing levels of proficiency. R AnalyticFlow is free for any use.

R AnalyticFlow organizes data analysis processes in a workflow. Visualized processes can be reproduced easily and accurately by simply using a mouse. Analysis workflows can be combined with related data and documents to form a project.

R is an open source system for statistical computing that has been developed collaboratively by experts from around the world. It has a vast number of implemented data analysis methods, and users can utilize various functions by writing programs in the R language.

With R AnalyticFlow, it is possible not only to manipulate R directly but also perform various types of processing intuitively without the need for programming input. New GUI elements can be created and customized by user.

Experienced users can customize these functions by setting options or writing R script directly. It also reduces the programming burden of experienced R users, with enough flexibility to designate detailed options or to edit auto-generated scripts manually. There is also the option to externalize portions of a workflow as R script files, to include existing script files, or to use their favorite script editor with R AnalyticFlow.

R AnalyticFlow is equipped with the object browser to quickly confirm analysis results, object caching for saving and reusing processed results, debugging function, and automatic backup system and others.

R AnalyticFlow supports Windows, Mac, and Linux, and the display language can be set to either English or Japanese.

Best Open Source R AnalyticFlow Alternatives

Looking for some programs similar to R AnalyticFlow? Here are the top-recommended programs we found. Let's take a look if there's anything out there that helps you on whatever platform you're using.

R (programming language)

R (programming language)

FreeOpen SourceMacWindowsLinuxBSD

R is a free software environment for statistical computing and graphics. It is a GNU project which is similar to the S language and environment which was developed at...

Features:

  • Automatic data loading
  • Data Mining
RStudio

RStudio

FreeOpen SourceMacWindowsLinuxXfce

RStudio™ is an 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....

Features:

  • Code completion
  • Embedded debugger
  • IDE
  • Session management
  • Syntax Highlighting
RKWard

RKWard

FreeOpen SourceMacWindowsLinux

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...

Deducer

Deducer

FreeOpen SourceMacWindowsLinuxXfce

Deducer is designed to be a free easy to use alternative to proprietary data analysis software such as SPSS, JMP, and Minitab. It has a menu system to do common data...

BlueSky Statistics

BlueSky Statistics

FreemiumOpen SourceWindows

BlueSky Statistics is a fully featured statistics application and development framework built on the open source R project.

Dakota

Dakota

FreeOpen SourceMacWindowsLinux

The Dakota toolkit provides a flexible and extensible interface between simulation codes and iterative analysis methods.

ggraptR

ggraptR

FreeOpen SourceWindowsLinuxWebSelf-Hosted

ggraptR is an open source R package providing a GUI for visualization. It is based on principles of visualization analysis by Tamara Munzner, and also acts as a wrapper...

Features:

  • Data Mining
  • Gui
Rattle

Rattle

FreeOpen SourceMacWindowsLinux

Rattle is a GUI for data mining using R. All interactions through the graphical user interface are captured as R script. It presents statistical and visual summaries of...

Features:

  • Gui
  • Graphs
  • Machine Learning

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