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WS6Q2

R Software Module: rwasp_hierarchicalclustering.wasp (opens new window with default values)
Title produced by software: Hierarchical Clustering
Date of computation: Fri, 02 Nov 2007 08:23:22 -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/02/sq20blrydoy2kg61194016992.htm/, Retrieved Fri, 02 Nov 2007 16:23:14 +0100
 
User-defined keywords:
 
Dataseries X:
» Textbox « » Textfile « » CSV «
1178 2529 22 476049 2141 2196 27 474605 2238 3202 24 470439 2685 2718 24 461251 4341 2728 22 454724 5376 2354 23 455626 4478 2697 25 516847 6404 2651 23 525192 4617 2067 21 522975 3024 2641 21 518585 1897 2539 22 509239 2075 2294 20 512238 1351 2712 22 519164 2211 2314 22 517009 2453 3092 20 509933 3042 2677 21 509127 4765 2813 20 500857 4992 2668 21 506971 4601 2939 21 569323 6266 2617 21 579714 4812 2231 19 577992 3159 2481 21 565464 1916 2421 21 547344 2237 2408 22 554788 1595 2560 19 562325 2453 2100 24 560854 2226 3315 22 555332 3597 2801 22 543599 4706 2403 22 536662 4974 3024 24 542722 5756 2507 22 593530 5493 2980 23 610763 5004 2211 24 612613 3225 2471 21 611324 2006 2594 20 594167 2291 2452 22 595454 1588 2232 23 590865 2105 2373 23 589379 2191 3127 22 584428 3591 2802 20 573100 4668 2641 21 567456 4885 2787 21 569028 5822 2619 20 620735 5599 2806 20 628884 5340 2193 17 628232 3082 2323 18 612117 2010 2529 19 595404 2301 2412 19 597141 1514 2262 20 593408 1979 2154 21 590072 2480 3230 20 579799 3499 2295 21 574205 4676 2715 19 572775 5585 2733 22 572942 5610 2317 20 619567 5796 2730 18 625809 6199 1913 16 619916 3030 2390 17 587625 1930 2484 18 565742 2552 1960 19 557274
 
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 time1 seconds
R Server'Gwilym Jenkins' @ 72.249.127.135


Summary of Dendrogram
LabelHeight
1295.633218701823
2436.789422948862
3737.62456575144
4794.955344657799
5819.274679213266
6924.393314558257
7931.645318777484
8963.519070906228
91047.17954525478
101057.68899020459
111144.15008093993
121219.23705652346
131260.05674475398
141315.03831839524
151398.96772675149
161422.92164225582
171647.72297428906
181763.98129241781
191767.31972206503
201771.78215365208
212062.27616967272
222178.02256336572
232181.00033463836
242203.18585645415
252286.56948287167
262685.23606573742
272906.80546304702
282938.06366876046
293243.51423575889
303276.0696565543
313386.43234097479
323426.50474947386
333833.5941467454
343871.78756077010
353881.33023526377
365476.18247872772
375844.8708710094
385915.60865715773
396101.31712069218
406764.14582855694
417302.86604888784
428179.0094372526
4310196.3373274743
4412735.6111602773
4512919.1564568013
4614135.9444337693
4719556.7934320916
4820433.3942626019
4923160.7762778737
5023707.7381125374
5141319.0411505885
5245071.3359821024
5348238.9100280187
5466807.8201752917
55126929.855936428
56221312.535286180
57317410.901249286
58553018.837273959
591483488.19364296
 
Charts produced by software:
http://127.0.0.1/wessadotnet/public_html/freestatisticsdotorg/blog/date/2007/Nov/02/sq20blrydoy2kg61194016992/11p2e1194016999.png (open in new window)
http://127.0.0.1/wessadotnet/public_html/freestatisticsdotorg/blog/date/2007/Nov/02/sq20blrydoy2kg61194016992/11p2e1194016999.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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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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