Name: Deducer
Rating: 4 (1 reviews)

Deducer

NumXL

BioSciTools

Minitab

Unknown

A free easy to use alternative to proprietary software such as SPSS, JMP, and Minitab. It is based on JGR and should, generally, to be installed from with-in R

Statistical Analyzer

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 manipulation and analysis tasks, and an excel-like spreadsheet in which to view and edit data frames. The goal of the project is two fold.
Provide an intuitive graphical user interface (GUI) for R, encouraging non-technical users to learn and perform analyses without programming getting in their way.
Increase the efficiency of expert R users when performing common tasks by replacing hundreds of keystrokes with a few mouse clicks. Also, as much as possible the GUI should not get in their way if they just want to do some programming.
Deducer is designed to be used with the Java based R console JGR, though it supports a number of other R environments

Official Website

R packages are much easier to explore if finding and writing each function is done for you. GUIs presented here do that. Just fill out a PnC dialogue and they generate R code. This is helpful for beginners, lazy and forgetful experts too. These do EDA, stats and viz but not real ML. Bottom 4 can be automatically run and installed from R script at end of this page. Source: http://qr.ae/TU8D3s

 I liked trying out everything on my current fave dataset. I really wish I had explored these options as I was starting out because they would have saved me months of work. R studio notebooks are great too but they are better for depth not breadth. 

## Code to Install and run Rcommander, togaware&#39;s rattle, JGD Deducer,  (ggquickeda and ggraptR). and swirl and MLstudio
new.packages &lt;-  c(&quot;Rcmdr&quot;,&quot;RcmdrMisc&quot;,&quot;car&quot;,&quot;rattle&quot;,&quot;acepack&quot;,&quot;htmlTable&quot;,&quot;cellranger&quot;,&quot;ggraptR&quot;,&quot;ggquickeda&quot;,&quot;esquisse&quot;,&quot;&quot;ggplotAssist,&quot;ggThemeAssist&quot;,&quot;JGR&quot;,&quot;Deducer&quot;,&quot;DeducerExtras&quot;,&quot;swirl&quot;)
new.packages &lt;- new.packages[!(new.packages %in% installed.packages()[,&quot;Package&quot;])]
if(length(new.packages)) install.packages(new.packages, dependencies = c(&quot;Depends&quot;, &quot;Imports&quot;, &quot;LinkingTo&quot;, &quot;Suggests&quot;))

library(Rcmdr)
## Install all R commander plugins
#Obtain names of all packages on CRAN
names.available.packages &lt;- rownames(available.packages())
#Extract packages names that contain Rcmdr
Rcmdr.related.packages &lt;- names.available.packages[grep(&quot;Rcmdr&quot;, names.available.packages)]
Rcmdr.related.packages
#Install these packages
new.packages &lt;- Rcmdr.related.packages[!(Rcmdr.related.packages %in% installed.packages()[,&quot;Package&quot;])]
if(length(new.packages)) install.packages(new.packages, dependencies = c(&quot;Depends&quot;, &quot;Imports&quot;, &quot;LinkingTo&quot;, &quot;Suggests&quot;))

## rattle and deducer
library(rattle)
rattle()

library(JGR)
JGR()

## ggploting GUIs 
library(ggraptR)
ggraptR::ggraptR()

library(ggplot2)
p &lt;- ggplot(mtcars, aes(x = hp, y = wt))# + geom_point() + geom_smooth()
names(p2) # will show you which objects are available.
plot(p2) # shows the updated plot (it is available in the first element of p2)

library(&quot;swirl&quot;);swirl()
#install.packages(&quot;sos&quot;); library(sos); findFn(&quot;plotPairs&quot;); vignette(&quot;sos&quot;)

# MLstudio
#install.packages(&quot;devtools&quot;)
devtools::install_github(&quot;RamiKrispin/MLstudio&quot;)
#Launch the MLstudio
runML()

GUIs to save from typing R code

(Easy!) Statistic analysis, spreadsheets, easy data visualization, mining, LOOK!!!

Windows

Linux

Xfce

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 manipulation and analysis tasks, and an excel-like spreadsheet in which to view and edit data frames.

Deducer

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