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R Software Module: rwasp_hierarchicalclustering.wasp (opens new window with default values)
Title produced by software: Hierarchical Clustering
Date of computation: Thu, 01 Nov 2007 12:33:04 -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/01/9mzn2rcb95lbrtu1193945528.htm/, Retrieved Thu, 01 Nov 2007 20:32:10 +0100
 
User-defined keywords:
 
Dataseries X:
» Textbox « » Textfile « » CSV «
110,40 109,20 99,90 72,50 96,40 88,60 99,80 59,40 101,90 94,30 99,80 85,70 106,20 98,30 100,30 88,20 81,00 86,40 99,90 62,80 94,70 80,60 99,90 87,00 101,00 104,10 100,00 79,20 109,40 108,20 100,10 112,00 102,30 93,40 100,10 79,20 90,70 71,90 100,20 132,10 96,20 94,10 100,30 40,10 96,10 94,90 100,60 69,00 106,00 96,40 100,00 59,40 103,10 91,10 100,10 73,80 102,00 84,40 100,20 57,40 104,70 86,40 100,00 81,10 86,00 88,00 100,10 46,60 92,10 75,10 100,10 41,40 106,90 109,70 100,10 71,20 112,60 103,00 100,50 67,90 101,70 82,10 100,50 72,00 92,00 68,00 100,50 145,50 97,40 96,40 96,30 39,70 97,00 94,30 96,30 51,90 105,40 90,00 96,80 73,70 102,70 88,00 96,80 70,90 98,10 76,10 96,90 60,80 104,50 82,50 96,80 61,00 87,40 81,40 96,80 54,50 89,90 66,50 96,80 39,10 109,80 97,20 96,80 66,60 111,70 94,10 97,00 58,50 98,60 80,70 97,00 59,80 96,90 70,50 97,00 80,90 95,10 87,80 96,80 37,30 97,00 89,50 96,90 44,60 112,70 99,60 97,20 48,70 102,90 84,20 97,30 54,00 97,40 75,10 97,30 49,50 111,40 92,00 97,20 61,60 87,40 80,80 97,30 35,00 96,80 73,10 97,30 35,70 114,10 99,80 97,30 51,30 110,30 90,00 97,30 49,00 103,90 83,10 97,30 41,50 101,60 72,40 97,30 72,50 94,60 78,80 98,10 42,10 95,90 87,30 96,80 44,10 104,70 91,00 96,80 45,10 102,80 80,10 96,80 50,30 98,10 73,60 96,80 40,90 113,90 86,40 96,80 47,20 80,90 74,50 96,80 36,90 95,70 71,20 96,80 40,90 113,20 92,40 96,80 38,30 105,90 81,50 96,80 46,30 108,80 85,30 96,80 28,40 102,30 69,90 96,80 78,40 99,00 84,20 96,90 36,80 100,70 90,70 97,10 50,70 115,50 79,34 97,10 42,80
 
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
12.51197133741609
22.96141857899216
33.39411254969542
43.76164857476080
53.772267222772
64.17133072292284
74.56289381861994
84.73497624070069
94.78434948556228
104.94267134250296
115.11985360729854
125.25071423713004
135.33197899470731
145.36003731330296
155.4230987451825
165.98414572015086
176.25065996541364
186.40234332100365
197.31862934082526
207.54055700860354
217.64068059795723
228.14243881330763
238.56051278084377
248.85934844935958
259.26282894152753
269.80116422703554
2710.6977783089397
2810.9004587059444
2910.9175633333175
3010.9475302735850
3111.9998557297210
3212.4550566032831
3312.7365437294496
3413.5042881778377
3513.7105442514842
3614.0196290963777
3714.4740197839994
3814.7528628152703
3914.7624888662622
4015.1798721198646
4115.2801814647016
4215.7329885315009
4316.2638446536299
4419.5687631206085
4521.9822777563843
4623.4330811510197
4723.4368286787627
4826.6779054441941
4929.2872182044009
5032.4786719273815
5142.9484552536474
5250.9038648373015
5353.4462360579154
5460.1191682390281
5584.4027165245005
5697.018852465925
57111.301633330443
58149.161521034224
59186.824613051349
60474.071587791508
 
Charts produced by software:
http://127.0.0.1/wessadotnet/public_html/freestatisticsdotorg/blog/date/2007/Nov/01/9mzn2rcb95lbrtu1193945528/1prxt1193945582.png (open in new window)
http://127.0.0.1/wessadotnet/public_html/freestatisticsdotorg/blog/date/2007/Nov/01/9mzn2rcb95lbrtu1193945528/1prxt1193945582.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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