7 free GUI image interface tools in R Language

 

Previous blog's description of the r language:

R

Http://blog.csdn.net/tianlesoftware/article/details/7304276

 

The descriptions of these seven tools are organized on the following websites:

Http://www.linuxlinks.com/article/20110306113701179/GUIsforR.html

 

 

Graphical User interfaces for R
Rstudio	Integrated Development Environment (IDE) for R
Rattle	Gnome cross platform GUI for data mining using R
Red-R	Open source visual programming interface for R
Deducer	Intuitive, cross-platform Graphical Data Analysis System
Rkward	Easy to use, transparent frontend
Jgr	Universal and uniied graphical user interface for R
R commander	Basic-Statistics GUI for R

 

 

I. rstudio

Official website address: http://www.rstudio.org/

 

Rstudio is recommended.

 

Rstudio is anintegrated Development Environment (IDE) for R. rstudio combines an intuitiveuser interface with powerful coding tools to help you get the most out of R. itincludes a console, syntax-highlighting editor that supports direct codeexecution, as well as tools for ploving, history, and workspace management.

 

Rstudio includesa wide range of productivity enhancing features and runs on all majorplatforms. rstudio can optionally also be run as server which enables you toprovide a browser based interface to a version of R running on a remote system.

 

Features include:

(1) customizable workbench with allof the tools required to work with R in one place (console, source, plots, workspace, help, history, etc)

(2) syntax highlighting editor withcode completion

(3) Execute Code directly from thesource Editor (line, selection, or file)

(4) Full support for authoringsweave And Tex documents

(5) searchable history

(6) retrieve previous commands

(7) keyboard shortcuts

(8) Easy installation of newpackages

(9) runs on all major platforms andcan also be run as a server, enabling multiple users to access the rstudio ideusing a web browser

(10) Integrated help functionality

 

 

Ii. Rattle

URL: http://rattle.togaware.com/

 

Rattle (the ranalytic tool to learn easily) provides a gnome Based Open Source interface tor functionality for binary classification tasks and data mining. it is alsoavailable as a product within information builders 'business intelligence suiteknown as rstat.

The aim is toprovide a simple and intuitive interface that allows a user to quickly loaddata from a CSV file (or via ODBC), transform and perform e the data, build andevaluate models, and export models as pmml (predictive modelling markuplanguage) or as scores.

All of this withknowing little about R. all r commands are logged and commented through the logtab. thus they are available to the user as a script file or as an aide for theuser to learn R or to copy-and-paste directly into R itself. rattle alsoexports a number of utility functions and the graphical user interface, invokedas rattle (), does not need to be run to deploy these.

Rattle is usedin business, government, research and for teaching Data Mining in Australia andinternationally.

 

Features include:

(1) extensive collection of rpackages

(2) more than a graphical userinterface to R

(3) file inputs: CSV, txt, Excel, ARFF, ODBC, r dataset, RDATA file, library packages datasets, corpus, andscripts.

(4) Statistics: min, Max, quartiles, mean, St Dev, missing, medium, sum, variance, skewness, kurtosis, Chi square.

(5) statistical tests: correlation, Wilcoxon-Smirnov, Wilcoxon Rank Sum, t-test, F-test, and Wilcoxon signed rank.

(6) clustering: kmeans, Clara, hierarchical, and bicluster.

(7) Modeling: demo-trees, random forests, ada boost, support vector machine, logistic regression, andneural net.

(8) Evaluation: confusion matrix, risk charts, cost curve, hand, lift, Roc, precision, sensiti.pdf.

(9) Charts: box plot, histogram, correlations, dendrograms, cumulative, principle components, Benford, bar plot, dot pot, and mosaic.

(10) transformations: rescale (recenter, scale 0-1, median/mad, naturallog, and matrix)-impute (zero/missing, mean, medium, Mode & constant ), recode (binning, kmeans, equal widths, indicator, join categories)-cleanup (delete ignored, delete selected, delete missing, delete obs with missing)

 

 

 

Iii. Red-R

Address: www.red-r.org

Red-R is an opensource visual programming interface for R designed to bring the power of the rstatistical environment to a broader audience.

 

Red-R is anextension of orange, a data mining framework written in Python and QT. Red-raccesses all the functionality and data in R, using the python interface for rprovided by RPY.

 

Features include:

(1) highly flexible framework

(2) harnesses the power of qtgraphics to create interactive visualizations

(3) allows data interaction notpossible within the r framework

(4) Table Data viewing

(5) create powerful interactivegraphics

(6) Logging System

(7) Unicode support

 

 

 

Iv. deducer

Official website address: www.deducer.com

Deducer isdesigned to be a free easy to use alternative to proprietary data analysissoftware such as Spss, JMP, and Minitab. it has a menu system to do common datamanipulation and analysis tasks, and an Excel-like spreadsheet in which to viewand edit data frames.

 

Deducer isintuitive and attempts to be efficient for beginners and experts alike.

 

Features include:

(1) intuitive interface

(2) Data Viewer provides an easy touse, spreadsheet-like environment to view and edit data

(3) task based dialogs

(4) Work with multiple data framesat the same time

(5) multiple analyses

(6) tests and analyses areformatted into easy to read tables

(7) analysis plots

(8) perform common tasks with a fewmouse clicks

(9) Online Help System

(10) Extension packages

 

 

 

V. rkward

Official Website: rkward.sourceforge.net

 

Rkward aims tobecome an easy to use, transparent frontend to R, a powerful system forstatistical computation and graphics. this software tries to combine the powerof the R-language with the license of use of your cial statistical packages.

 

Besides functions GUI for the most important statistical functions, future versionswill also provide seamless integration with an office-suite. Although it canrun in numerous environments, it was designs for and integrates with the kdedesktop functions.

 

It aims toprovide useful features both to experienced users of R, wishing to exploit R 'sscripting capabilities, as well as to users new to R, looking for an easy wayto carry out statistical Computation Tasks.

 

Features include:

(1) transparent interface to theunderlying R-language

(2) strives to separate content anddesign to a high degree

(3) relies on a language, that isnot only very powerful, but also extensible, and for which dozens of extensionsalready exist

(4) console with syntaxhighlighting

(5) script editors

(6) Workspace view which allowsusers to example and manipulate all objects in the r Workspace

(7) built-in editor for data. Frames

(8) Analysis: including:

1) Correlation

2) crosstabs

3) Descriptive Statistics

4) item response theory

5) means

6) Miscellaneous tests

7) moments

8) outlier tests

9) Regression

10) Time Series

11) variance/scale

12) wilicoxon tests

(9) plots:

1) barplot

2) box plot

3) density plot

4) dotchart

5) ECDF plot

6) Generic plot

7) histogram

8) Pareto chart

9) piechart

10) scatterplot

11) scatterplot Matrix

12) stem-and-leaf plot

13) stripchart

14) item response theory

(10) distributions:

1) Distribution Analysis: Anderson-Darling Normality Test, Cramer-Von Mises Normality Test, lilliefors (Kolmogorov-Smirnov) Normality Test, Pearson Chi-square Normality Test, Shapiro-Francia Normality Test, shapiro-Wilk Normality Test, jarque-beranormality Test

 

 

 

Vi. jgr

Official Website: rforge.net/jgr/

 

Jgr (pronounced 'jaruar ') is a universaland uniied graphical user interface for R.

 

Features include:

(1) offers a portable Interface

(2) Integrated editor:

1) syntaxhighlighting

2) autocompletion

3) directcommand Transfer

4) Devise andrevise Analyses

(3) Integrated Multi tabbed Help System

(4) 'Type-on 'Spreadsheet

(5) console with autocompletion

(6) Object Browser featuring

1) tabbed objectview

2) modelcomparison

3) Drag & drop

(7) Direct 'open' Dialog for simpledataset Loading

(8) tooltips for help

 

 

VII. r commander

Official website address: socserv. McMaster. ca

 

R Commander isfree statistical software. r commander was developed as an easy to usegraphical user interface (GUI) for R (freeware statistical programminglanguage ).

The r-commandergui consists of a window containing several menus, buttons, and informationfields. in addition, the commander window contains script and output textwindows. the R-Commander menus are easily retriable through a text file or, preferably, through plug-in packages.

 

Features include:

(1) Statistics:

1) Contingency Tables

2) means

3) proportions

4) variances

5) nonparametric tests

6) dimen1_analysis

7) fit models

(2) graphs:

1) histogram
2) stem-and-leaf display

3) boxplot

4) quantile-comparison plot

5) scatterplot

6) scatterplot Matric

7) Line Graph

8) xy conditioning plot

9) plot of means

10) strip chart

11) bar graph

12) pie chart

13) 3D Graph

(3) models:

1) confidence intervals

2) akaike Information Criterion

3) Bayesian information criterion

4) Stepwise Model Selection

5) Subset model selection

6) hypothesis test

7) numerical diagnostics

8) Graphs

(4) distributions:

1) continuous

2) discrete

(5) Translations

 

 

 

 

 

 

 

 

 

 

Bytes -------------------------------------------------------------------------------------------------------

All rights reserved. reprinted articles are allowed, but source addresses must be indicated by links. Otherwise, the documents will be held legally responsible!

Skype: tianlesoftware

Email: tianlesoftware@gmail.com

Blog: http://www.tianlesoftware.com

WEAVER: http://weibo.com/tianlesoftware

Twitter: http://twitter.com/tianlesoftware

Facebook: http://www.facebook.com/tianlesoftware

LinkedIn: http://cn.linkedin.com/in/tianlesoftware

 

 

------- Add a group to describe the relationship between Oracle tablespace and data files in the remarks section. Otherwise, reject the application ----

Dba1 group: 62697716 (full); dba2 group: 62697977 (full) dba3 group: 62697850 (full)

Super DBA group: 63306533 (full); dba4 group: 83829929 dba5 group: 142216823

Dba6 group: 158654907 dba7 group: 172855474 DBA group: 104207940