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Author's title

Author

*The author of this computation has been verified*

R Software Module

rwasp_hierarchicalclusteringdm.wasp

Title produced by software

Hierarchical Clustering

Date of computation

Mon, 30 Apr 2012 11:06:38 -0400

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/2012/Apr/30/t13357984239k8bv5ppsj3ki5d.htm/, Retrieved Sun, 17 May 2026 10:28:22 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=165281, Retrieved Sun, 17 May 2026 10:28:22 +0000

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Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

277

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)

-       [Hierarchical Clustering] [Hierarchical clus...] [2012-04-30 15:06:38] [9f3e6b10ee26caa426f3aa167c98bf51] [Current]
-   P     [Hierarchical Clustering] [Hierarchical Clus...] [2012-04-30 15:23:17] [22cbd935df366a509de4573af4a1d7a5] 
- RMP       [Data Mining] [Correlation] [2012-04-30 15:29:18] [22cbd935df366a509de4573af4a1d7a5] 
- RM          [Data Mining] [Correlation] [2012-04-30 15:34:56] [22cbd935df366a509de4573af4a1d7a5] 

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Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	5 seconds
R Server	'Gertrude Mary Cox' @ cox.wessa.net

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 5 seconds \tabularnewline
R Server & 'Gertrude Mary Cox' @ cox.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=165281&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]5 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gertrude Mary Cox' @ cox.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=165281&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=165281&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	5 seconds
R Server	'Gertrude Mary Cox' @ cox.wessa.net

Summary of Dendrogram
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Summary of Dendrogram \tabularnewline
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\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=165281&T=1

[TABLE]
[ROW][C]Summary of Dendrogram[/C][/ROW]
[ROW][C]Label[/C][C]Height[/C][/ROW]
[ROW][C][/C][C]0[/C][/ROW]
[ROW][C][/C][C]0[/C][/ROW]
[ROW][C][/C][C]0[/C][/ROW]
[ROW][C][/C][C]0[/C][/ROW]
[ROW][C][/C][C]0[/C][/ROW]
[ROW][C][/C][C]0[/C][/ROW]
[ROW][C][/C][C]0[/C][/ROW]
[ROW][C][/C][C]0[/C][/ROW]
[ROW][C][/C][C]0[/C][/ROW]
[ROW][C][/C][C]0[/C][/ROW]
[ROW][C][/C][C]0[/C][/ROW]
[ROW][C][/C][C]0[/C][/ROW]
[ROW][C][/C][C]1[/C][/ROW]
[ROW][C][/C][C]1[/C][/ROW]
[ROW][C][/C][C]1[/C][/ROW]
[ROW][C][/C][C]1[/C][/ROW]
[ROW][C][/C][C]1[/C][/ROW]
[ROW][C][/C][C]1[/C][/ROW]
[ROW][C][/C][C]1[/C][/ROW]
[ROW][C][/C][C]1[/C][/ROW]
[ROW][C][/C][C]1[/C][/ROW]
[ROW][C][/C][C]1[/C][/ROW]
[ROW][C][/C][C]1[/C][/ROW]
[ROW][C][/C][C]1[/C][/ROW]
[ROW][C][/C][C]1[/C][/ROW]
[ROW][C][/C][C]1[/C][/ROW]
[ROW][C][/C][C]1[/C][/ROW]
[ROW][C][/C][C]1[/C][/ROW]
[ROW][C][/C][C]1[/C][/ROW]
[ROW][C][/C][C]1[/C][/ROW]
[ROW][C][/C][C]1[/C][/ROW]
[ROW][C][/C][C]1[/C][/ROW]
[ROW][C][/C][C]1[/C][/ROW]
[ROW][C][/C][C]1[/C][/ROW]
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[ROW][C][/C][C]1.4142135623731[/C][/ROW]
[ROW][C][/C][C]1.4142135623731[/C][/ROW]
[ROW][C][/C][C]1.4142135623731[/C][/ROW]
[ROW][C][/C][C]1.4142135623731[/C][/ROW]
[ROW][C][/C][C]1.4142135623731[/C][/ROW]
[ROW][C][/C][C]1.4142135623731[/C][/ROW]
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[ROW][C][/C][C]3.42522283619558[/C][/ROW]
[ROW][C][/C][C]3.42748397307031[/C][/ROW]
[ROW][C][/C][C]3.445327938065[/C][/ROW]
[ROW][C][/C][C]3.46292422318724[/C][/ROW]
[ROW][C][/C][C]3.4985170366383[/C][/ROW]
[ROW][C][/C][C]3.5103584818872[/C][/ROW]
[ROW][C][/C][C]3.5277173223147[/C][/ROW]
[ROW][C][/C][C]3.53083483758929[/C][/ROW]
[ROW][C][/C][C]3.5444165269036[/C][/ROW]
[ROW][C][/C][C]3.54873497326847[/C][/ROW]
[ROW][C][/C][C]3.55184636430953[/C][/ROW]
[ROW][C][/C][C]3.56053250510246[/C][/ROW]
[ROW][C][/C][C]3.56856151852157[/C][/ROW]
[ROW][C][/C][C]3.5735471979564[/C][/ROW]
[ROW][C][/C][C]3.57684953780092[/C][/ROW]
[ROW][C][/C][C]3.5793188348507[/C][/ROW]
[ROW][C][/C][C]3.5932346161211[/C][/ROW]
[ROW][C][/C][C]3.6117390185679[/C][/ROW]
[ROW][C][/C][C]3.62053502569723[/C][/ROW]
[ROW][C][/C][C]3.62595193709242[/C][/ROW]
[ROW][C][/C][C]3.63040802507674[/C][/ROW]
[ROW][C][/C][C]3.66748779659675[/C][/ROW]
[ROW][C][/C][C]3.66759119599027[/C][/ROW]
[ROW][C][/C][C]3.67118017372666[/C][/ROW]
[ROW][C][/C][C]3.67197500229753[/C][/ROW]
[ROW][C][/C][C]3.68317908354939[/C][/ROW]
[ROW][C][/C][C]3.68596373146233[/C][/ROW]
[ROW][C][/C][C]3.69599253790099[/C][/ROW]
[ROW][C][/C][C]3.69808430626152[/C][/ROW]
[ROW][C][/C][C]3.71525365978881[/C][/ROW]
[ROW][C][/C][C]3.74165738677394[/C][/ROW]
[ROW][C][/C][C]3.74834137169405[/C][/ROW]
[ROW][C][/C][C]3.80290893129116[/C][/ROW]
[ROW][C][/C][C]3.80471684797764[/C][/ROW]
[ROW][C][/C][C]3.82136489199644[/C][/ROW]
[ROW][C][/C][C]3.88762906393432[/C][/ROW]
[ROW][C][/C][C]3.9446969035927[/C][/ROW]
[ROW][C][/C][C]3.95693516503743[/C][/ROW]
[ROW][C][/C][C]3.97203413986018[/C][/ROW]
[ROW][C][/C][C]3.99583275654874[/C][/ROW]
[ROW][C][/C][C]4.00969449971719[/C][/ROW]
[ROW][C][/C][C]4.01705335852836[/C][/ROW]
[ROW][C][/C][C]4.03340290355542[/C][/ROW]
[ROW][C][/C][C]4.03951124222906[/C][/ROW]
[ROW][C][/C][C]4.0441647718485[/C][/ROW]
[ROW][C][/C][C]4.11305395233234[/C][/ROW]
[ROW][C][/C][C]4.17432159169915[/C][/ROW]
[ROW][C][/C][C]4.19114097042632[/C][/ROW]
[ROW][C][/C][C]4.19765324892162[/C][/ROW]
[ROW][C][/C][C]4.19807919473654[/C][/ROW]
[ROW][C][/C][C]4.21533370578562[/C][/ROW]
[ROW][C][/C][C]4.23672115459573[/C][/ROW]
[ROW][C][/C][C]4.26726672002926[/C][/ROW]
[ROW][C][/C][C]4.30477898037981[/C][/ROW]
[ROW][C][/C][C]4.32166161973858[/C][/ROW]
[ROW][C][/C][C]4.32514097010881[/C][/ROW]
[ROW][C][/C][C]4.37989729788527[/C][/ROW]
[ROW][C][/C][C]4.41011566819866[/C][/ROW]
[ROW][C][/C][C]4.42355010696048[/C][/ROW]
[ROW][C][/C][C]4.45829710625773[/C][/ROW]
[ROW][C][/C][C]4.46678793424716[/C][/ROW]
[ROW][C][/C][C]4.47111049467587[/C][/ROW]
[ROW][C][/C][C]4.4857019100123[/C][/ROW]
[ROW][C][/C][C]4.51224947460659[/C][/ROW]
[ROW][C][/C][C]4.56885173151018[/C][/ROW]
[ROW][C][/C][C]4.57791801073734[/C][/ROW]
[ROW][C][/C][C]4.58136568540707[/C][/ROW]
[ROW][C][/C][C]4.59612097777643[/C][/ROW]
[ROW][C][/C][C]4.60698498643267[/C][/ROW]
[ROW][C][/C][C]4.64898903887714[/C][/ROW]
[ROW][C][/C][C]4.65021543223479[/C][/ROW]
[ROW][C][/C][C]4.69544710860731[/C][/ROW]
[ROW][C][/C][C]4.73707852131786[/C][/ROW]
[ROW][C][/C][C]4.79007204874853[/C][/ROW]
[ROW][C][/C][C]4.79519618512018[/C][/ROW]
[ROW][C][/C][C]4.81287705649921[/C][/ROW]
[ROW][C][/C][C]4.86368076431632[/C][/ROW]
[ROW][C][/C][C]4.87398146202899[/C][/ROW]
[ROW][C][/C][C]4.887576717293[/C][/ROW]
[ROW][C][/C][C]4.9045685943587[/C][/ROW]
[ROW][C][/C][C]4.92721543295129[/C][/ROW]
[ROW][C][/C][C]4.98474357846559[/C][/ROW]
[ROW][C][/C][C]5.04797842542389[/C][/ROW]
[ROW][C][/C][C]5.12309720174136[/C][/ROW]
[ROW][C][/C][C]5.12955999397267[/C][/ROW]
[ROW][C][/C][C]5.15295219023197[/C][/ROW]
[ROW][C][/C][C]5.17079801380887[/C][/ROW]
[ROW][C][/C][C]5.17598598603166[/C][/ROW]
[ROW][C][/C][C]5.23825011349295[/C][/ROW]
[ROW][C][/C][C]5.37218079193987[/C][/ROW]
[ROW][C][/C][C]5.43259398648816[/C][/ROW]
[ROW][C][/C][C]5.50193937933336[/C][/ROW]
[ROW][C][/C][C]5.67499526816336[/C][/ROW]
[ROW][C][/C][C]5.72214971787194[/C][/ROW]
[ROW][C][/C][C]5.9334781393018[/C][/ROW]
[ROW][C][/C][C]5.94079178189833[/C][/ROW]
[ROW][C][/C][C]6.03495997911576[/C][/ROW]
[ROW][C][/C][C]6.05301488699866[/C][/ROW]
[ROW][C][/C][C]6.10654235702107[/C][/ROW]
[ROW][C][/C][C]6.20040262802166[/C][/ROW]
[ROW][C][/C][C]6.20517209216846[/C][/ROW]
[ROW][C][/C][C]6.23505360493796[/C][/ROW]
[ROW][C][/C][C]6.2790934104728[/C][/ROW]
[ROW][C][/C][C]6.37353664596436[/C][/ROW]
[ROW][C][/C][C]6.42000943696248[/C][/ROW]
[ROW][C][/C][C]6.45761315237151[/C][/ROW]
[ROW][C][/C][C]6.55259947079582[/C][/ROW]
[ROW][C][/C][C]6.67285742962898[/C][/ROW]
[ROW][C][/C][C]6.81362356153127[/C][/ROW]
[ROW][C][/C][C]6.91742442953009[/C][/ROW]
[ROW][C][/C][C]7.02067422783555[/C][/ROW]
[ROW][C][/C][C]7.02636062096208[/C][/ROW]
[ROW][C][/C][C]7.04637110387991[/C][/ROW]
[ROW][C][/C][C]7.07962509156925[/C][/ROW]
[ROW][C][/C][C]7.08802941304566[/C][/ROW]
[ROW][C][/C][C]7.24877461192884[/C][/ROW]
[ROW][C][/C][C]7.31422006796628[/C][/ROW]
[ROW][C][/C][C]7.32587644813188[/C][/ROW]
[ROW][C][/C][C]7.36369283161059[/C][/ROW]
[ROW][C][/C][C]7.50975940775199[/C][/ROW]
[ROW][C][/C][C]7.74146261658974[/C][/ROW]
[ROW][C][/C][C]7.76342267115703[/C][/ROW]
[ROW][C][/C][C]7.81064165651744[/C][/ROW]
[ROW][C][/C][C]7.90548102149265[/C][/ROW]
[ROW][C][/C][C]7.9758963228445[/C][/ROW]
[ROW][C][/C][C]8.01974159319731[/C][/ROW]
[ROW][C][/C][C]8.16025299421967[/C][/ROW]
[ROW][C][/C][C]8.16410030502206[/C][/ROW]
[ROW][C][/C][C]8.17021089505937[/C][/ROW]
[ROW][C][/C][C]8.52652606487938[/C][/ROW]
[ROW][C][/C][C]9.84962234462591[/C][/ROW]
[ROW][C][/C][C]10.0738500827142[/C][/ROW]
[ROW][C][/C][C]10.4331823542411[/C][/ROW]
[ROW][C][/C][C]10.4517198517878[/C][/ROW]
[ROW][C][/C][C]10.6782902712016[/C][/ROW]
[ROW][C][/C][C]10.6805664274037[/C][/ROW]
[ROW][C][/C][C]10.7416890711112[/C][/ROW]
[ROW][C][/C][C]11.0669391224347[/C][/ROW]
[ROW][C][/C][C]11.2468985219729[/C][/ROW]
[ROW][C][/C][C]11.5481872165725[/C][/ROW]
[ROW][C][/C][C]11.6226630807826[/C][/ROW]
[ROW][C][/C][C]12.2882638160594[/C][/ROW]
[ROW][C][/C][C]12.5667800225777[/C][/ROW]
[ROW][C][/C][C]12.7024735566888[/C][/ROW]
[ROW][C][/C][C]12.7496766569622[/C][/ROW]
[ROW][C][/C][C]13.3211817590172[/C][/ROW]
[ROW][C][/C][C]15.0025924496535[/C][/ROW]
[ROW][C][/C][C]15.8446814198659[/C][/ROW]
[ROW][C][/C][C]16.1746739048183[/C][/ROW]
[ROW][C][/C][C]16.29420354348[/C][/ROW]
[ROW][C][/C][C]16.528205662733[/C][/ROW]
[ROW][C][/C][C]16.6481406278098[/C][/ROW]
[ROW][C][/C][C]17.894414626167[/C][/ROW]
[ROW][C][/C][C]18.7048990239366[/C][/ROW]
[ROW][C][/C][C]18.7337235443579[/C][/ROW]
[ROW][C][/C][C]19.5835272706113[/C][/ROW]
[ROW][C][/C][C]23.8900744466968[/C][/ROW]
[ROW][C][/C][C]27.4579433060412[/C][/ROW]
[ROW][C][/C][C]28.7414611564155[/C][/ROW]
[ROW][C][/C][C]31.485674293249[/C][/ROW]
[ROW][C][/C][C]31.4894958994637[/C][/ROW]
[ROW][C][/C][C]39.3872152077476[/C][/ROW]
[ROW][C][/C][C]42.0616263731854[/C][/ROW]
[ROW][C][/C][C]78.5190454393396[/C][/ROW]
[ROW][C][/C][C]79.5525638041046[/C][/ROW]
[ROW][C][/C][C]119.682091586738[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=165281&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=165281&T=1

As an alternative you can also use a QR Code:

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

Summary of Dendrogram
Label	Height
	0
	0
	0
	0
	0
	0
	0
	0
	0
	0
	0
	0
	1
	1
	1
	1
	1
	1
	1
	1
	1
	1
	1
	1
	1
	1
	1
	1
	1
	1
	1
	1
	1
	1
	1
	1
	1.2761423749154
	1.2761423749154
	1.2761423749154
	1.2761423749154
	1.2761423749154
	1.2761423749154
	1.2761423749154
	1.2761423749154
	1.33333333333333
	1.33333333333333
	1.34517796864425
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.4142135623731
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.73205080756888
	1.76417624662798
	1.76417624662798
	1.76417624662798
	1.76417624662798
	1.78023896615753
	1.80473785412437
	1.80473785412437
	1.80473785412437
	1.80473785412437
	1.80473785412437
	1.83799655596747
	1.83799655596747
	1.83799655596747
	1.83799655596747
	1.83799655596747
	1.83799655596747
	1.83799655596747
	1.86602540378444
	1.87012199502658
	1.89096943016677
	1.91068360252296
	1.91068360252296
	1.93915758875542
	2
	2
	2
	2
	2
	2
	2
	2
	2
	2
	2
	2
	2
	2
	2
	2
	2
	2
	2
	2
	2
	2
	2
	2
	2
	2
	2
	2.07313218497099
	2.09750957996131
	2.11715728752538
	2.13409670827945
	2.14297801513222
	2.15470053837925
	2.15470053837925
	2.15470053837925
	2.15891862259789
	2.17400800258808
	2.17400800258808
	2.17400800258808
	2.17400800258808
	2.17400800258808
	2.17400800258808
	2.17400800258808
	2.17400800258808
	2.18374358847696
	2.19526214587563
	2.19526214587563
	2.19526214587563
	2.19526214587563
	2.21034343104508
	2.21034343104508
	2.23606797749979
	2.23606797749979
	2.23606797749979
	2.23606797749979
	2.23606797749979
	2.23606797749979
	2.23606797749979
	2.23606797749979
	2.23606797749979
	2.23606797749979
	2.23606797749979
	2.23606797749979
	2.23606797749979
	2.23606797749979
	2.23606797749979
	2.23606797749979
	2.23606797749979
	2.23606797749979
	2.23606797749979
	2.24669504914357
	2.24669504914357
	2.24669504914357
	2.24669504914357
	2.24669504914357
	2.24669504914357
	2.25200858496546
	2.28023896615753
	2.29735552715986
	2.3094010767585
	2.31475730333305
	2.34898934471552
	2.35166724187836
	2.37834915435538
	2.37834915435538
	2.38366349398948
	2.39871747423554
	2.41092720756335
	2.42301544791465
	2.43663556437657
	2.44948974278318
	2.44948974278318
	2.44948974278318
	2.44948974278318
	2.44948974278318
	2.44948974278318
	2.44948974278318
	2.44948974278318
	2.46296835235375
	2.46591996534335
	2.4736678311102
	2.47675345635705
	2.49067826464661
	2.49071198499986
	2.49492197439775
	2.51001944920869
	2.5198172715201
	2.5198172715201
	2.52830296660667
	2.53305268302798
	2.5351368626823
	2.54635487766569
	2.54635487766569
	2.54635487766569
	2.55228474983079
	2.55293406274577
	2.58787952570959
	2.59478744510694
	2.60840836538107
	2.62571411235679
	2.63234864288671
	2.63567207895494
	2.6386378188497
	2.64475188865881
	2.64575131106459
	2.64575131106459
	2.64575131106459
	2.64575131106459
	2.64575131106459
	2.64575131106459
	2.65147137673192
	2.6565747059699
	2.66666666666667
	2.66666666666667
	2.67046834029278
	2.67213771429657
	2.67586172461004
	2.68329601758822
	2.7287620413225
	2.76383420737639
	2.78119536561416
	2.79037181352198
	2.79458180291987
	2.79582025552156
	2.79962911188934
	2.81947710004222
	2.82842712474619
	2.82842712474619
	2.82842712474619
	2.83973505803596
	2.85068154275957
	2.86100174808612
	2.86297978046191
	2.87539330515359
	2.89566721014501
	2.93136818255008
	2.93816676496813
	2.94948974278318
	2.96987084059543
	2.97720706509787
	2.99198855233729
	3
	3
	3.00097315481454
	3.00370097947593
	3.01930746420883
	3.01987248797641
	3.03512851190346
	3.03680435647423
	3.03828757882033
	3.0390404284229
	3.05243435154288
	3.05564289266583
	3.05626389396176
	3.05667851862794
	3.06350656160216
	3.06704691382589
	3.09312148426285
	3.09716754070973
	3.10232002614087
	3.11425881623495
	3.1402620906642
	3.14366654597859
	3.14815636044419
	3.16227766016838
	3.17744961899141
	3.18345370769816
	3.1879940144562
	3.19805420350178
	3.20405281485173
	3.21456961008446
	3.23519173558259
	3.3082678139745
	3.33130163669162
	3.33635451115172
	3.35134528423446
	3.36387744548486
	3.36653813974046
	3.37835926327841
	3.390144263017
	3.39470166475637
	3.42522283619558
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	3.54873497326847
	3.55184636430953
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	3.5932346161211
	3.6117390185679
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	3.69599253790099
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	3.74165738677394
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	42.0616263731854
	78.5190454393396
	79.5525638041046
	119.682091586738

Figure 1

PNG link

Postscript link

PDF link

Figure 2

PNG link

Postscript link

PDF link

Parameters (Session):

par1 = ward ; par2 = ALL ; par3 = FALSE ; par4 = FALSE ; par5 = male ; par6 = all ; par7 = all ; par8 = ATTLES connected ; par9 = cases ;

Parameters (R input):

par1 = ward ; par2 = ALL ; par3 = FALSE ; par4 = FALSE ; par5 = male ; par6 = all ; par7 = all ; par8 = ATTLES connected ; par9 = cases ;

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

x <- as.data.frame(read.table(file='https://automated.biganalytics.eu/download/utaut.csv',sep=',',header=T))
x$U25 <- 6-x$U25
if(par5 == 'female') x <- x[x$Gender==0,]
if(par5 == 'male') x <- x[x$Gender==1,]
if(par6 == 'prep') x <- x[x$Pop==1,]
if(par6 == 'bachelor') x <- x[x$Pop==0,]
if(par7 != 'all') {
x <- x[x$Year==as.numeric(par7),]
}
cAc <- with(x,cbind( A1, A2, A3, A4, A5, A6, A7, A8, A9,A10))
cAs <- with(x,cbind(A11,A12,A13,A14,A15,A16,A17,A18,A19,A20))
cA <- cbind(cAc,cAs)
cCa <- with(x,cbind(C1,C3,C5,C7, C9,C11,C13,C15,C17,C19,C21,C23,C25,C27,C29,C31,C33,C35,C37,C39,C41,C43,C45,C47))
cCp <- with(x,cbind(C2,C4,C6,C8,C10,C12,C14,C16,C18,C20,C22,C24,C26,C28,C30,C32,C34,C36,C38,C40,C42,C44,C46,C48))
cC <- cbind(cCa,cCp)
cU <- with(x,cbind(U1,U2,U3,U4,U5,U6,U7,U8,U9,U10,U11,U12,U13,U14,U15,U16,U17,U18,U19,U20,U21,U22,U23,U24,U25,U26,U27,U28,U29,U30,U31,U32,U33))
cE <- with(x,cbind(BC,NNZFG,MRT,AFL,LPM,LPC,W,WPA))
cX <- with(x,cbind(X1,X2,X3,X4,X5,X6,X7,X8,X9,X10,X11,X12,X13,X14,X15,X16,X17,X18))
if (par8=='ATTLES connected') x <- cAc
if (par8=='ATTLES separate') x <- cAs
if (par8=='ATTLES all') x <- cA
if (par8=='COLLES actuals') x <- cCa
if (par8=='COLLES preferred') x <- cCp
if (par8=='COLLES all') x <- cC
if (par8=='CSUQ') x <- cU
if (par8=='Learning Activities') x <- cE
if (par8=='Exam Items') x <- cX
ncol <- length(x[1,])
for (jjj in 1:ncol) {
x <- x[!is.na(x[,jjj]),]
}
par3 <- as.logical(par3)
par4 <- as.logical(par4)
if (par3 == TRUE){
dum = xlab
xlab = ylab
ylab = dum
}
if (par9=='variables') {
x <- t(x)
} else {
ncol <- length(x[1,])
colnames(x) <- 1:ncol
}
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')
}

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code