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Author's title

Author

*Unverified author*

R Software Module

rwasp_factor_analysis.wasp

Title produced by software

Factor Analysis

Date of computation

Sat, 01 Sep 2018 09:54:44 +0200

Cite this page as follows

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2018/Sep/01/t1535788602jcoepg3krkoyszz.htm/, Retrieved Sat, 23 May 2026 00:10:26 +0200

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=, Retrieved Sat, 23 May 2026 00:10:26 +0200

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Estimated Impact

Dataseries X:

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Boxplots

1a	5	5	5	4	5	5	4	4	5	3	5	4	4	5	5	4	4	5	4	3	5	5	5	5	4	5	4	4	5	4	4	5	5	4	5	4	5	5	5	5	5	5	5	5	5	4	5	5	4	5	5	5	5	5	5	4	5	5	5	5	5	4	5	5	5	5	5	5	4	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	4	3	4	3	4	4	4	5	3	4	2	3	4	4	4	4	5	5	5	4	3	4	5	5	5	5	5	4	4	5	5	5	5	4	5	5	5	4	5	5	5	5	5	4	4	5	4	5	5	5	4	5	5	5	5	5	5	5	5	4	4	5	5	4	5	5	5	5	4	5	4	4	4	5	4	5	5	5	5	4	5
1b	4	4	5	2	5	4	4	3	5	4	4	4	4	4	5	4	4	5	4	4	4	4	5	4	3	5	4	4	5	3	2	5	4	4	4	5	5	5	5	5	5	5	5	5	4	4	5	5	4	5	4	5	4	5	5	3	5	5	5	5	5	4	5	5	4	5	5	5	5	4	5	5	5	5	5	5	4	4	5	5	5	5	5	5	5	5	5	4	3	4	4	4	4	4	5	4	5	2	2	4	2	2	4	5	5	5	5	2	4	4	5	4	5	5	4	4	5	5	5	5	4	5	5	4	4	4	4	4	2	4	4	4	4	4	5	4	2	2	5	4	2	5	5	5	5	4	4	2	5	5	3	5	4	4	4	4	4	2	4	2	1	4	5	5	3	5	4	4
1c	4	4	2	3	5	4	5	5	4	4	4	5	5	5	5	5	5	3	4	5	4	4	4	4	4	2	5	5	4	4	5	5	4	5	1	5	4	5	5	5	5	5	4	4	4	3	4	4	5	4	5	5	4	5	4	4	5	5	2	4	2	1	2	5	4	5	5	5	4	4	4	4	2	4	4	4	5	4	4	5	5	5	5	4	3	5	5	5	3	4	4	5	4	5	5	4	5	4	4	5	4	4	5	4	4	4	3	5	5	5	5	4	5	5	3	4	4	5	4	5	3	5	4	5	4	5	2	5	3	2	5	4	5	5	4	4	2	4	3	3	4	5	4	4	5	4	4	2	2	5	3	5	4	4	3	3	4	2	4	4	4	4	4	4	5	5	4	4
1d	5	5	5	2	4	5	5	4	4	5	5	5	5	5	4	4	5	4	4	5	4	3	4	5	5	3	5	4	5	4	5	4	5	5	4	4	4	5	5	4	5	5	5	4	4	4	5	5	5	4	5	5	5	5	5	5	5	5	4	3	5	5	4	4	3	5	5	5	4	5	2	5	4	5	5	4	5	5	5	5	5	5	5	5	4	5	5	4	3	4	4	4	5	5	5	3	5	3	4	5	4	4	4	4	5	5	5	4	5	4	5	5	5	4	5	5	5	3	4	5	3	4	5	5	4	4	5	4	4	5	5	4	5	5	5	4	5	4	4	4	4	5	4	4	5	4	4	5	5	5	3	5	4	5	5	5	5	4	4	4	5	4	4	5	5	5	5	5
1e	5	5	5	5	4	5	5	3	5	5	4	4	5	4	4	4	4	4	5	5	5	4	5	5	4	5	5	4	5	5	4	5	5	5	5	5	3	5	5	4	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	4	3	5	5	5	4	4	5	5	5	5	5	4	5	5	5	5	4	5	5	5	5	5	5	5	4	5	5	5	5	3	4	4	5	4	5	5	3	5	3	4	5	4	4	4	5	4	5	5	4	5	5	5	5	4	3	5	4	5	4	4	5	4	5	5	5	4	4	4	5	4	5	4	5	4	4	5	5	5	4	5	5	5	5	5	4	5	5	5	5	5	5	4	5	5	5	5	5	5	4	4	4	5	4	5	5	4	4	5	5
2a	5	5	5	5	5	4	4	4	4	4	5	4	3	4	4	5	5	4	4	4	5	4	4	4	4	3	4	4	5	4	4	4	4	4	5	4	4	2	5	4	5	5	5	5	2	2	5	5	5	5	4	4	5	5	5	3	4	4	5	4	4	2	5	5	5	4	5	5	3	5	5	5	5	4	5	5	4	4	5	5	5	5	5	5	4	5	5	5	3	4	4	5	4	5	5	4	5	5	4	5	4	3	4	5	4	4	4	4	5	5	5	5	5	4	4	4	5	5	4	5	4	4	5	4	4	2	4	5	5	5	4	5	5	5	5	5	5	4	4	3	4	4	5	5	5	4	5	5	5	5	4	5	4	4	4	4	5	2	2	4	5	4	5	5	5	5	4	5
2b	5	4	5	5	5	4	3	5	4	4	4	3	3	3	4	5	5	4	4	3	4	3	4	3	3	4	4	4	5	4	4	4	5	4	5	4	4	2	5	4	5	5	4	5	5	4	5	5	5	5	4	4	5	4	5	3	4	4	5	5	5	4	5	5	5	5	5	5	4	5	5	5	4	4	5	3	4	4	5	5	5	5	5	5	4	5	5	5	3	4	4	5	4	5	5	4	5	4	4	5	4	2	4	5	4	4	5	4	4	5	5	5	5	4	4	4	5	5	4	5	4	4	5	4	4	2	4	5	5	4	3	4	5	4	5	4	5	4	4	2	4	5	4	5	5	4	5	4	5	5	4	5	5	5	5	3	4	2	2	4	5	4	4	5	4	5	4	4
2c	5	5	5	5	4	4	4	4	5	3	4	4	4	2	4	4	5	3	4	4	5	4	5	4	4	4	3	4	5	5	3	3	5	4	5	5	5	4	4	5	5	5	4	5	4	4	5	5	5	4	4	4	5	4	5	4	5	4	4	4	5	4	4	4	5	5	5	5	4	5	4	5	4	4	5	4	5	4	5	5	4	5	5	5	3	5	5	5	3	4	3	5	4	4	5	3	5	3	3	4	3	4	4	4	4	4	5	3	5	5	5	5	5	3	4	4	5	5	4	5	4	5	5	4	4	4	5	4	4	4	4	5	5	4	5	4	5	4	4	4	5	5	5	5	5	4	5	4	5	5	4	5	4	4	5	5	5	4	4	4	4	4	5	5	5	5	4	4
2d	3	4	5	5	4	3	5	3	4	4	4	4	2	2	4	4	4	4	3	4	4	4	4	4	4	4	3	4	4	3	2	3	4	3	4	4	5	2	3	4	5	5	5	5	5	5	5	4	4	4	5	4	5	5	4	4	3	3	4	4	4	4	5	4	4	5	5	4	3	4	4	5	4	4	5	3	5	3	5	4	4	5	5	4	3	5	4	3	3	4	4	5	3	4	5	3	5	3	2	4	2	2	4	4	4	4	5	4	5	5	5	4	4	4	4	3	4	4	4	5	4	4	5	4	3	3	4	4	5	3	4	5	5	5	5	4	5	4	4	4	4	4	4	4	5	4	4	3	5	5	4	5	4	4	4	5	3	3	4	4	4	4	5	5	4	4	4	4
2e	2	4	5	4	4	3	4	4	5	3	5	5	1	4	5	4	5	5	3	5	5	5	4	3	4	4	5	5	5	5	3	3	4	4	1	5	4	3	5	4	5	5	5	4	3	3	4	5	5	5	5	4	4	5	4	5	5	5	2	4	4	3	5	5	4	4	3	4	5	5	5	5	5	5	5	3	5	4	5	3	5	4	4	4	4	5	5	5	3	4	5	5	4	3	5	3	3	3	3	3	3	4	5	4	5	3	4	4	5	5	5	4	4	5	5	5	4	5	4	5	4	5	4	4	3	5	4	4	5	4	5	5	4	5	5	4	4	4	4	5	5	5	5	4	5	4	4	5	5	5	4	5	5	4	4	4	2	5	4	4	4	4	5	5	3	4	4	4
3a	5	4	5	5	5	4	5	4	5	4	5	4	4	5	4	4	4	3	4	4	5	5	4	4	4	3	4	5	5	5	5	5	5	5	5	5	4	4	5	5	4	5	4	5	5	5	4	5	4	4	5	5	5	5	5	4	3	4	5	5	4	4	4	5	4	4	5	5	4	5	4	5	5	5	5	4	4	5	5	5	5	5	5	4	4	5	5	5	3	4	4	5	3	4	5	3	4	4	4	4	4	3	4	5	5	4	5	4	4	5	5	4	4	4	4	4	5	5	4	5	4	5	5	4	4	2	4	4	4	4	4	4	4	4	4	4	5	4	4	4	5	4	4	4	5	5	4	4	4	5	4	5	4	4	4	5	5	4	4	4	4	5	5	5	4	5	4	4
3b	5	5	5	4	4	4	5	3	4	5	5	5	4	4	4	5	5	5	3	5	5	3	5	5	4	4	4	5	5	4	4	5	5	5	5	4	3	4	4	5	4	5	5	5	4	4	4	5	4	5	5	5	5	5	5	4	2	3	3	3	3	4	4	4	4	5	5	5	5	5	4	5	4	5	4	4	5	4	5	4	5	5	5	3	4	5	5	5	3	4	4	5	4	4	5	3	5	4	3	4	3	2	3	5	5	4	4	4	5	5	5	5	5	5	5	4	5	3	4	5	4	4	4	3	4	4	4	4	5	4	4	4	4	4	5	3	5	4	4	3	4	4	4	4	5	5	5	5	4	5	4	5	5	4	4	5	4	4	4	4	4	4	5	5	5	4	4	4
3c	4	4	4	4	5	5	5	5	4	4	4	4	5	4	5	5	5	4	4	4	5	5	2	4	5	5	4	5	5	5	3	5	4	5	5	5	5	3	4	5	5	5	4	5	5	5	5	5	5	5	5	4	4	5	5	5	4	4	4	5	3	4	4	4	4	5	5	4	5	5	4	5	3	5	5	4	5	5	5	5	5	5	5	5	5	5	5	5	3	4	4	5	4	4	5	3	5	3	4	4	4	4	4	4	5	4	5	5	5	5	5	5	5	5	4	5	4	4	4	5	4	4	5	5	4	5	5	5	5	4	5	4	5	5	5	5	4	4	3	4	5	5	5	5	5	5	4	5	4	5	4	5	4	5	3	4	5	4	4	4	4	4	5	5	4	5	4	5
3d	5	5	5	2	5	4	4	3	5	5	4	4	5	4	4	5	5	4	4	5	5	4	4	4	5	3	5	5	5	5	5	4	5	4	5	5	5	4	5	5	5	5	5	5	4	4	5	5	5	4	5	5	5	5	5	5	5	4	4	5	4	4	5	4	5	5	5	5	5	5	5	5	4	5	5	4	4	5	5	4	5	4	5	5	5	5	5	5	3	4	4	5	4	4	5	3	5	3	4	4	4	3	4	4	5	4	4	5	5	5	5	5	5	5	4	4	5	5	4	5	3	4	5	4	4	5	4	5	5	4	5	2	5	5	5	4	4	4	5	4	5	5	5	5	5	5	5	4	5	4	4	5	5	5	4	5	5	3	4	4	5	5	5	5	5	5	4	4
3e	4	5	5	3	4	4	4	5	5	4	4	4	4	3	4	5	5	5	3	4	4	3	5	5	4	4	4	4	5	4	2	5	5	4	5	4	5	3	5	5	5	5	5	5	4	4	5	4	5	4	5	5	5	4	4	3	4	5	5	5	5	3	4	5	4	5	5	4	5	5	5	5	5	5	4	4	5	4	4	4	4	5	5	3	3	5	5	5	3	4	4	5	4	4	5	3	4	2	3	4	3	3	4	5	4	4	4	3	5	5	5	5	3	4	4	4	5	4	4	5	3	4	5	4	3	2	5	4	5	5	3	5	5	5	5	4	5	4	4	5	4	5	5	5	5	5	4	4	5	4	3	5	5	5	4	5	5	2	4	4	4	4	4	5	5	5	4	4

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	1 seconds
R Server	Big Analytics Cloud Computing Center

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input view raw input (R code)  \tabularnewline
Raw Outputview raw output of R engine  \tabularnewline
Computing time1 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=&T=0

[TABLE]
[ROW]

Summary of computational transaction[/C][/ROW] [ROW]

Raw Input[/C]

view raw input (R code) [/C][/ROW] [ROW]

Raw Output[/C]

view raw output of R engine [/C][/ROW] [ROW]

Computing time[/C]

1 seconds[/C][/ROW] [ROW]

R Server[/C]

Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=&T=0

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	1 seconds
R Server	Big Analytics Cloud Computing Center

Parameters (Session):

Parameters (R input):

par1 = ;

R code (references can be found in the software module):

par1 <- ''
library(psych)
par1 <- as.numeric(par1)
x <- t(x)
nrows <- length(x[,1])
ncols <- length(x[1,])
y <- array(as.double(x[1:nrows,2:ncols]),dim=c(nrows,ncols-1))
colnames(y) <- colnames(x)[2:ncols]
rownames(y) <- x[,1]
print(y)
fit <- principal(y, nfactors=par1, rotate='varimax')
fit
fs <- factor.scores(y,fit)
fs
bitmap(file='test2.png')
plot(fs$scores,pch=20)
text(fs$scores,labels=rownames(y),pos=3)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Rotated Factor Loadings',par1+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Variables',1,TRUE)
for (i in 1:par1) {
a<-table.element(a,paste('Factor',i,sep=''),1,TRUE)
}
a<-table.row.end(a)
for (j in 1:length(fit$loadings[,1])) {
a<-table.row.start(a)
a<-table.element(a,rownames(fit$loadings)[j],header=TRUE)
for (i in 1:par1) {
a<-table.element(a,round(fit$loadings[j,i],3))
}
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code