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deel Q2 Dendrogram

R Software Module: rwasp_hierarchicalclustering.wasp (opens new window with default values)
Title produced by software: Hierarchical Clustering
Date of computation: Mon, 05 Nov 2007 13:13:21 -0700
 
Cite this page as follows:
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL http://www.freestatistics.org/blog/date/2007/Nov/05/6f1uns2lprz5i771194293472.htm/, Retrieved Mon, 05 Nov 2007 21:11:14 +0100
 
User-defined keywords:
 
Dataseries X:
» Textbox « » Textfile « » CSV «
112.6 105.1 88.8 113.8 113.3 93.4 107.8 99.1 92.6 103.2 100.3 90.7 103.3 93.5 81.6 101.2 98.8 84.1 107.7 106.2 88.1 110.4 98.3 85.3 101.9 102.1 82.9 115.9 117.1 84.8 89.9 101.5 71.2 88.6 80.5 68.9 117.2 105.9 94.3 123.9 109.5 97.6 100.0 97.2 85.6 103.6 114.5 91.9 94.1 93.5 75.8 98.7 100.9 79.8 119.5 121.1 99.0 112.7 116.5 88.5 104.4 109.3 86.7 124.7 118.1 97.9 89.1 108.3 94.3 97.0 105.4 72.9 121.6 116.2 91.8 118.8 111.2 93.2 114.0 105.8 86.5 111.5 122.7 98.9 97.2 99.5 77.2 102.5 107.9 79.4 113.4 124.6 90.4 109.8 115.0 81.4 104.9 110.3 85.8 126.1 132.7 103.6 80.0 99.7 73.6 96.8 96.5 75.7 117.2 118.7 99.2 112.3 112.9 88.7 117.3 130.5 94.6 111.1 137.9 98.7 102.2 115.0 84.2 104.3 116.8 87.7 122.9 140.9 103.3 107.6 120.7 88.2 121.3 134.2 93.4 131.5 147.3 106.3 89.0 112.4 73.1 104.4 107.1 78.6 128.9 128.4 101.6 135.9 137.7 101.4 133.3 135.0 98.5 121.3 151.0 99.0 120.5 137.4 89.5 120.4 132.4 83.5 137.9 161.3 97.4 126.1 139.8 87.8 133.2 146.0 90.4 146.6 154.6 97.1 103.4 142.1 79.4 117.2 120.5 85.0
 
Text written by user:
 
Output produced by software:

Enter (or paste) a matrix (table) containing all data (time) series. Every column represents a different variable and must be delimited by a space or Tab. Every row represents a period in time (or category) and must be delimited by hard returns. The easiest way to enter data is to copy and paste a block of spreadsheet cells. Please, do not use commas or spaces to seperate groups of digits!


Summary of compuational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time2 seconds
R Server'Gwilym Jenkins' @ 72.249.127.135


Summary of Dendrogram
LabelHeight
11.43527000944074
22.21133443874961
32.5
42.78208554864871
53.31209903233584
63.33016516106933
73.62767142944341
83.64554522671164
94.03732584763727
104.46094160463909
114.73919824442911
125.10783711564887
135.11957029446807
145.42678542048605
155.49264750445506
165.50726792520574
176.32887256522034
186.96742948092311
197.1014083110324
207.32734604068895
217.41624236261916
228.12201234317024
238.27707677867011
248.70426158295742
258.97593127893952
269.33184557100894
279.41008788745003
289.49797320653737
299.63342532765586
309.7780366127357
3110.8775844869988
3210.9849897587572
3311.0932411855147
3411.4893826934431
3511.7295930420072
3612.4418513164528
3714.3391448490011
3814.9928687645068
3915.1247316299383
4015.1608662566339
4116.8063405942193
4216.9293629047498
4318.2144136233904
4419.4688428696746
4521.0718313992064
4625.4898075869372
4726.7932621860244
4828.0133373133468
4929.5135530284135
5031.8323656778116
5132.9792526066896
5237.2312808889184
5345.9127771504856
5451.1128890074464
5553.1906678636262
5673.5283321668913
5799.4066206469529
58242.640006945078
59546.248787385934
 
Charts produced by software:
http://127.0.0.1/wessadotnet/public_html/freestatisticsdotorg/blog/date/2007/Nov/05/6f1uns2lprz5i771194293472/1zs791194293598.png (open in new window)
http://127.0.0.1/wessadotnet/public_html/freestatisticsdotorg/blog/date/2007/Nov/05/6f1uns2lprz5i771194293472/1zs791194293598.ps (open in new window)


 
Parameters:
par1 = ward ; par2 = ALL ; par3 = FALSE ; par4 = FALSE ;
 
R code (references can be found in the software module):
par3 <- as.logical(par3)
par4 <- as.logical(par4)
if (par3 == 'TRUE'){
dum = xlab
xlab = ylab
ylab = dum
}
x <- t(y)
hc <- hclust(dist(x),method=par1)
d <- as.dendrogram(hc)
str(d)
mysub <- paste('Method: ',par1)
bitmap(file='test1.png')
if (par4 == 'TRUE'){
plot(d,main=main,ylab=ylab,xlab=xlab,horiz=par3, nodePar=list(pch = c(1,NA), cex=0.8, lab.cex = 0.8),type='t',center=T, sub=mysub)
} else {
plot(d,main=main,ylab=ylab,xlab=xlab,horiz=par3, nodePar=list(pch = c(1,NA), cex=0.8, lab.cex = 0.8), sub=mysub)
}
dev.off()
if (par2 != 'ALL'){
if (par3 == 'TRUE'){
ylab = 'cluster'
} else {
xlab = 'cluster'
}
par2 <- as.numeric(par2)
memb <- cutree(hc, k = par2)
cent <- NULL
for(k in 1:par2){
cent <- rbind(cent, colMeans(x[memb == k, , drop = FALSE]))
}
hc1 <- hclust(dist(cent),method=par1, members = table(memb))
de <- as.dendrogram(hc1)
bitmap(file='test2.png')
if (par4 == 'TRUE'){
plot(de,main=main,ylab=ylab,xlab=xlab,horiz=par3, nodePar=list(pch = c(1,NA), cex=0.8, lab.cex = 0.8),type='t',center=T, sub=mysub)
} else {
plot(de,main=main,ylab=ylab,xlab=xlab,horiz=par3, nodePar=list(pch = c(1,NA), cex=0.8, lab.cex = 0.8), sub=mysub)
}
dev.off()
str(de)
}
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Summary of Dendrogram',2,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Label',header=TRUE)
a<-table.element(a,'Height',header=TRUE)
a<-table.row.end(a)
num <- length(x[,1])-1
for (i in 1:num)
{
a<-table.row.start(a)
a<-table.element(a,hc$labels[i])
a<-table.element(a,hc$height[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable1.tab')
if (par2 != 'ALL'){
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Summary of Cut Dendrogram',2,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Label',header=TRUE)
a<-table.element(a,'Height',header=TRUE)
a<-table.row.end(a)
num <- par2-1
for (i in 1:num)
{
a<-table.row.start(a)
a<-table.element(a,i)
a<-table.element(a,hc1$height[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable2.tab')
}
 





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Creative Commons License

This work is licensed under a Creative Commons Attribution-Noncommercial-Share Alike 3.0 License.

Software written by Ed van Stee & Patrick Wessa


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