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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, 23 Apr 2012 15:51:00 -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/23/t1335210711yf9fb7njr2lxlqq.htm/, Retrieved Mon, 25 May 2026 18:07:16 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=164720, Retrieved Mon, 25 May 2026 18:07:16 +0000

QR Codes:

Paste this QR Code to cite your computation.

Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

309

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

-       [Hierarchical Clustering] [Hierarchical Clus...] [2012-04-23 19:51:00] [d160b678fd2d7bb562db2147d7efddc2] [Current]
-   P     [Hierarchical Clustering] [Hierarchical Clus...] [2012-04-23 19:52:52] [489eb911c8db04aca1fc54d886fc3144] 
-   P       [Hierarchical Clustering] [Hierarchical Clus...] [2012-04-30 11:35:19] [489eb911c8db04aca1fc54d886fc3144] 
- R P       [Hierarchical Clustering] [Hierarchical Clus...] [2012-04-30 11:46:35] [489eb911c8db04aca1fc54d886fc3144] 
-   P       [Hierarchical Clustering] [Hierarchical Clus...] [2012-04-30 11:49:47] [489eb911c8db04aca1fc54d886fc3144] 
-   P       [Hierarchical Clustering] [Hierarchical Clus...] [2012-04-30 11:51:56] [489eb911c8db04aca1fc54d886fc3144] 
-   P       [Hierarchical Clustering] [Hierarchical Clus...] [2012-04-30 11:53:57] [489eb911c8db04aca1fc54d886fc3144] 
-   P     [Hierarchical Clustering] [Hierarchical Clus...] [2012-04-23 19:53:49] [489eb911c8db04aca1fc54d886fc3144] 
- RMP     [Factor Analysis] [Factor Analysis (...] [2012-04-23 19:58:17] [489eb911c8db04aca1fc54d886fc3144] 
- R P       [Factor Analysis] [Factor Analysis (...] [2012-04-26 18:36:25] [489eb911c8db04aca1fc54d886fc3144] 
-   P         [Factor Analysis] [Factor Analysis (...] [2012-04-30 12:08:20] [489eb911c8db04aca1fc54d886fc3144] 
- RMP     [Data Mining] [Correlations (Mal...] [2012-04-23 20:00:22] [489eb911c8db04aca1fc54d886fc3144] 

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Post a new message

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	3 seconds
R Server	'AstonUniversity' @ aston.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 & 3 seconds \tabularnewline
R Server & 'AstonUniversity' @ aston.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=164720&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]3 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'AstonUniversity' @ aston.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=164720&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=164720&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	3 seconds
R Server	'AstonUniversity' @ aston.wessa.net

Summary of Dendrogram
Label	Height
	55.3019900184433
	56.2444841740059
	58.2264364356947
	58.887459615779
	59.3046937434129
	61.3662692364462
	62.2134559400135
	64.9595381756983
	66.205246770932
	66.7563772234533
	67.0883812593507
	73.5566400809607
	76.3600818490918
	78.2331796618289
	78.3178632241713
	79.7057344235658
	80.0242669444713
	80.4903602923977
	81.839659090199
	85.8805169989096
	86.0657754278668
	91.8133791993302
	92.8292157674511
	93.503455016379
	97.1187865451376
	99.390689704821
	99.658339339967
	104.109834796433
	105.683094853977
	107.921149919745
	109.104219582654
	109.591847780754
	109.678507010262
	109.763437971714
	112.835030907959
	116.225653794676
	116.868019577642
	118.262485175985
	121.476229633671
	126.060842849792
	129.144181988441
	129.674954405236
	130.793442496174
	132.49883961756
	137.927884312836
	144.268923888688
	144.793415941472
	145.175568891087
	146.446565452197
	148.456427212821
	149.730029385736
	151.139018456519
	151.623836516558
	154.984908620162
	155.265535132559
	157.616605976488
	161.399160635804
	168.021369474243
	172.53211945814
	173.596034616187
	174.438545131129
	177.832240608951
	178.702421081227
	194.311734591609
	195.811272800715
	196.30374880599
	210.533178468212
	224.747883943546
	232.870735495689
	236.865836709307
	241.24020389771
	254.639628320474
	262.996706491126
	277.508207329898
	287.58176315615
	296.292767517326
	300.334203434034
	301.20351027738
	302.684305506579
	307.177100220703
	312.909271229008
	313.430648473529
	313.982859170573
	345.501816679241
	365.735041869594
	372.025093220147
	380.686484593997
	382.421160058899
	386.079683196637
	387.921135854621
	399.664356385784
	399.719441888024
	427.051737970431
	445.564352607759
	451.616075582577
	457.694075247125
	467.842010498085
	474.632771835237
	503.480848657313
	519.097042442672
	546.433089432306
	546.945946966489
	650.482095214179
	668.421953690995
	700.085238709095
	755.934946672
	758.510588090953
	824.968412759244
	825.082539147477
	860.512671566631
	929.283177835023
	949.938977887584
	1127.74108958901
	1135.95020409907
	1181.96678560119
	1304.53614194304
	1312.419818416
	1442.74690373088
	1635.00439397031
	1975.76720096144
	2065.01823884302
	2484.45645844845
	2653.56559116901
	2734.69460002577
	2876.86491783341
	3100.97986253735
	3277.71447199869
	4363.74242083292
	4752.95871764767
	5450.26011714787
	7930.53707143944
	8388.17973538731
	10128.5207414636
	11855.4987082793
	14744.0978162223
	18305.488431239
	25586.9950004707
	30126.0217876115
	42827.0174557286
	67472.9036714528
	110927.391539267

\begin{tabular}{lllllllll}
\hline
Summary of Dendrogram \tabularnewline
Label & Height \tabularnewline
 & 55.3019900184433 \tabularnewline
 & 56.2444841740059 \tabularnewline
 & 58.2264364356947 \tabularnewline
 & 58.887459615779 \tabularnewline
 & 59.3046937434129 \tabularnewline
 & 61.3662692364462 \tabularnewline
 & 62.2134559400135 \tabularnewline
 & 64.9595381756983 \tabularnewline
 & 66.205246770932 \tabularnewline
 & 66.7563772234533 \tabularnewline
 & 67.0883812593507 \tabularnewline
 & 73.5566400809607 \tabularnewline
 & 76.3600818490918 \tabularnewline
 & 78.2331796618289 \tabularnewline
 & 78.3178632241713 \tabularnewline
 & 79.7057344235658 \tabularnewline
 & 80.0242669444713 \tabularnewline
 & 80.4903602923977 \tabularnewline
 & 81.839659090199 \tabularnewline
 & 85.8805169989096 \tabularnewline
 & 86.0657754278668 \tabularnewline
 & 91.8133791993302 \tabularnewline
 & 92.8292157674511 \tabularnewline
 & 93.503455016379 \tabularnewline
 & 97.1187865451376 \tabularnewline
 & 99.390689704821 \tabularnewline
 & 99.658339339967 \tabularnewline
 & 104.109834796433 \tabularnewline
 & 105.683094853977 \tabularnewline
 & 107.921149919745 \tabularnewline
 & 109.104219582654 \tabularnewline
 & 109.591847780754 \tabularnewline
 & 109.678507010262 \tabularnewline
 & 109.763437971714 \tabularnewline
 & 112.835030907959 \tabularnewline
 & 116.225653794676 \tabularnewline
 & 116.868019577642 \tabularnewline
 & 118.262485175985 \tabularnewline
 & 121.476229633671 \tabularnewline
 & 126.060842849792 \tabularnewline
 & 129.144181988441 \tabularnewline
 & 129.674954405236 \tabularnewline
 & 130.793442496174 \tabularnewline
 & 132.49883961756 \tabularnewline
 & 137.927884312836 \tabularnewline
 & 144.268923888688 \tabularnewline
 & 144.793415941472 \tabularnewline
 & 145.175568891087 \tabularnewline
 & 146.446565452197 \tabularnewline
 & 148.456427212821 \tabularnewline
 & 149.730029385736 \tabularnewline
 & 151.139018456519 \tabularnewline
 & 151.623836516558 \tabularnewline
 & 154.984908620162 \tabularnewline
 & 155.265535132559 \tabularnewline
 & 157.616605976488 \tabularnewline
 & 161.399160635804 \tabularnewline
 & 168.021369474243 \tabularnewline
 & 172.53211945814 \tabularnewline
 & 173.596034616187 \tabularnewline
 & 174.438545131129 \tabularnewline
 & 177.832240608951 \tabularnewline
 & 178.702421081227 \tabularnewline
 & 194.311734591609 \tabularnewline
 & 195.811272800715 \tabularnewline
 & 196.30374880599 \tabularnewline
 & 210.533178468212 \tabularnewline
 & 224.747883943546 \tabularnewline
 & 232.870735495689 \tabularnewline
 & 236.865836709307 \tabularnewline
 & 241.24020389771 \tabularnewline
 & 254.639628320474 \tabularnewline
 & 262.996706491126 \tabularnewline
 & 277.508207329898 \tabularnewline
 & 287.58176315615 \tabularnewline
 & 296.292767517326 \tabularnewline
 & 300.334203434034 \tabularnewline
 & 301.20351027738 \tabularnewline
 & 302.684305506579 \tabularnewline
 & 307.177100220703 \tabularnewline
 & 312.909271229008 \tabularnewline
 & 313.430648473529 \tabularnewline
 & 313.982859170573 \tabularnewline
 & 345.501816679241 \tabularnewline
 & 365.735041869594 \tabularnewline
 & 372.025093220147 \tabularnewline
 & 380.686484593997 \tabularnewline
 & 382.421160058899 \tabularnewline
 & 386.079683196637 \tabularnewline
 & 387.921135854621 \tabularnewline
 & 399.664356385784 \tabularnewline
 & 399.719441888024 \tabularnewline
 & 427.051737970431 \tabularnewline
 & 445.564352607759 \tabularnewline
 & 451.616075582577 \tabularnewline
 & 457.694075247125 \tabularnewline
 & 467.842010498085 \tabularnewline
 & 474.632771835237 \tabularnewline
 & 503.480848657313 \tabularnewline
 & 519.097042442672 \tabularnewline
 & 546.433089432306 \tabularnewline
 & 546.945946966489 \tabularnewline
 & 650.482095214179 \tabularnewline
 & 668.421953690995 \tabularnewline
 & 700.085238709095 \tabularnewline
 & 755.934946672 \tabularnewline
 & 758.510588090953 \tabularnewline
 & 824.968412759244 \tabularnewline
 & 825.082539147477 \tabularnewline
 & 860.512671566631 \tabularnewline
 & 929.283177835023 \tabularnewline
 & 949.938977887584 \tabularnewline
 & 1127.74108958901 \tabularnewline
 & 1135.95020409907 \tabularnewline
 & 1181.96678560119 \tabularnewline
 & 1304.53614194304 \tabularnewline
 & 1312.419818416 \tabularnewline
 & 1442.74690373088 \tabularnewline
 & 1635.00439397031 \tabularnewline
 & 1975.76720096144 \tabularnewline
 & 2065.01823884302 \tabularnewline
 & 2484.45645844845 \tabularnewline
 & 2653.56559116901 \tabularnewline
 & 2734.69460002577 \tabularnewline
 & 2876.86491783341 \tabularnewline
 & 3100.97986253735 \tabularnewline
 & 3277.71447199869 \tabularnewline
 & 4363.74242083292 \tabularnewline
 & 4752.95871764767 \tabularnewline
 & 5450.26011714787 \tabularnewline
 & 7930.53707143944 \tabularnewline
 & 8388.17973538731 \tabularnewline
 & 10128.5207414636 \tabularnewline
 & 11855.4987082793 \tabularnewline
 & 14744.0978162223 \tabularnewline
 & 18305.488431239 \tabularnewline
 & 25586.9950004707 \tabularnewline
 & 30126.0217876115 \tabularnewline
 & 42827.0174557286 \tabularnewline
 & 67472.9036714528 \tabularnewline
 & 110927.391539267 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=164720&T=1

[TABLE]
[ROW][C]Summary of Dendrogram[/C][/ROW]
[ROW][C]Label[/C][C]Height[/C][/ROW]
[ROW][C][/C][C]55.3019900184433[/C][/ROW]
[ROW][C][/C][C]56.2444841740059[/C][/ROW]
[ROW][C][/C][C]58.2264364356947[/C][/ROW]
[ROW][C][/C][C]58.887459615779[/C][/ROW]
[ROW][C][/C][C]59.3046937434129[/C][/ROW]
[ROW][C][/C][C]61.3662692364462[/C][/ROW]
[ROW][C][/C][C]62.2134559400135[/C][/ROW]
[ROW][C][/C][C]64.9595381756983[/C][/ROW]
[ROW][C][/C][C]66.205246770932[/C][/ROW]
[ROW][C][/C][C]66.7563772234533[/C][/ROW]
[ROW][C][/C][C]67.0883812593507[/C][/ROW]
[ROW][C][/C][C]73.5566400809607[/C][/ROW]
[ROW][C][/C][C]76.3600818490918[/C][/ROW]
[ROW][C][/C][C]78.2331796618289[/C][/ROW]
[ROW][C][/C][C]78.3178632241713[/C][/ROW]
[ROW][C][/C][C]79.7057344235658[/C][/ROW]
[ROW][C][/C][C]80.0242669444713[/C][/ROW]
[ROW][C][/C][C]80.4903602923977[/C][/ROW]
[ROW][C][/C][C]81.839659090199[/C][/ROW]
[ROW][C][/C][C]85.8805169989096[/C][/ROW]
[ROW][C][/C][C]86.0657754278668[/C][/ROW]
[ROW][C][/C][C]91.8133791993302[/C][/ROW]
[ROW][C][/C][C]92.8292157674511[/C][/ROW]
[ROW][C][/C][C]93.503455016379[/C][/ROW]
[ROW][C][/C][C]97.1187865451376[/C][/ROW]
[ROW][C][/C][C]99.390689704821[/C][/ROW]
[ROW][C][/C][C]99.658339339967[/C][/ROW]
[ROW][C][/C][C]104.109834796433[/C][/ROW]
[ROW][C][/C][C]105.683094853977[/C][/ROW]
[ROW][C][/C][C]107.921149919745[/C][/ROW]
[ROW][C][/C][C]109.104219582654[/C][/ROW]
[ROW][C][/C][C]109.591847780754[/C][/ROW]
[ROW][C][/C][C]109.678507010262[/C][/ROW]
[ROW][C][/C][C]109.763437971714[/C][/ROW]
[ROW][C][/C][C]112.835030907959[/C][/ROW]
[ROW][C][/C][C]116.225653794676[/C][/ROW]
[ROW][C][/C][C]116.868019577642[/C][/ROW]
[ROW][C][/C][C]118.262485175985[/C][/ROW]
[ROW][C][/C][C]121.476229633671[/C][/ROW]
[ROW][C][/C][C]126.060842849792[/C][/ROW]
[ROW][C][/C][C]129.144181988441[/C][/ROW]
[ROW][C][/C][C]129.674954405236[/C][/ROW]
[ROW][C][/C][C]130.793442496174[/C][/ROW]
[ROW][C][/C][C]132.49883961756[/C][/ROW]
[ROW][C][/C][C]137.927884312836[/C][/ROW]
[ROW][C][/C][C]144.268923888688[/C][/ROW]
[ROW][C][/C][C]144.793415941472[/C][/ROW]
[ROW][C][/C][C]145.175568891087[/C][/ROW]
[ROW][C][/C][C]146.446565452197[/C][/ROW]
[ROW][C][/C][C]148.456427212821[/C][/ROW]
[ROW][C][/C][C]149.730029385736[/C][/ROW]
[ROW][C][/C][C]151.139018456519[/C][/ROW]
[ROW][C][/C][C]151.623836516558[/C][/ROW]
[ROW][C][/C][C]154.984908620162[/C][/ROW]
[ROW][C][/C][C]155.265535132559[/C][/ROW]
[ROW][C][/C][C]157.616605976488[/C][/ROW]
[ROW][C][/C][C]161.399160635804[/C][/ROW]
[ROW][C][/C][C]168.021369474243[/C][/ROW]
[ROW][C][/C][C]172.53211945814[/C][/ROW]
[ROW][C][/C][C]173.596034616187[/C][/ROW]
[ROW][C][/C][C]174.438545131129[/C][/ROW]
[ROW][C][/C][C]177.832240608951[/C][/ROW]
[ROW][C][/C][C]178.702421081227[/C][/ROW]
[ROW][C][/C][C]194.311734591609[/C][/ROW]
[ROW][C][/C][C]195.811272800715[/C][/ROW]
[ROW][C][/C][C]196.30374880599[/C][/ROW]
[ROW][C][/C][C]210.533178468212[/C][/ROW]
[ROW][C][/C][C]224.747883943546[/C][/ROW]
[ROW][C][/C][C]232.870735495689[/C][/ROW]
[ROW][C][/C][C]236.865836709307[/C][/ROW]
[ROW][C][/C][C]241.24020389771[/C][/ROW]
[ROW][C][/C][C]254.639628320474[/C][/ROW]
[ROW][C][/C][C]262.996706491126[/C][/ROW]
[ROW][C][/C][C]277.508207329898[/C][/ROW]
[ROW][C][/C][C]287.58176315615[/C][/ROW]
[ROW][C][/C][C]296.292767517326[/C][/ROW]
[ROW][C][/C][C]300.334203434034[/C][/ROW]
[ROW][C][/C][C]301.20351027738[/C][/ROW]
[ROW][C][/C][C]302.684305506579[/C][/ROW]
[ROW][C][/C][C]307.177100220703[/C][/ROW]
[ROW][C][/C][C]312.909271229008[/C][/ROW]
[ROW][C][/C][C]313.430648473529[/C][/ROW]
[ROW][C][/C][C]313.982859170573[/C][/ROW]
[ROW][C][/C][C]345.501816679241[/C][/ROW]
[ROW][C][/C][C]365.735041869594[/C][/ROW]
[ROW][C][/C][C]372.025093220147[/C][/ROW]
[ROW][C][/C][C]380.686484593997[/C][/ROW]
[ROW][C][/C][C]382.421160058899[/C][/ROW]
[ROW][C][/C][C]386.079683196637[/C][/ROW]
[ROW][C][/C][C]387.921135854621[/C][/ROW]
[ROW][C][/C][C]399.664356385784[/C][/ROW]
[ROW][C][/C][C]399.719441888024[/C][/ROW]
[ROW][C][/C][C]427.051737970431[/C][/ROW]
[ROW][C][/C][C]445.564352607759[/C][/ROW]
[ROW][C][/C][C]451.616075582577[/C][/ROW]
[ROW][C][/C][C]457.694075247125[/C][/ROW]
[ROW][C][/C][C]467.842010498085[/C][/ROW]
[ROW][C][/C][C]474.632771835237[/C][/ROW]
[ROW][C][/C][C]503.480848657313[/C][/ROW]
[ROW][C][/C][C]519.097042442672[/C][/ROW]
[ROW][C][/C][C]546.433089432306[/C][/ROW]
[ROW][C][/C][C]546.945946966489[/C][/ROW]
[ROW][C][/C][C]650.482095214179[/C][/ROW]
[ROW][C][/C][C]668.421953690995[/C][/ROW]
[ROW][C][/C][C]700.085238709095[/C][/ROW]
[ROW][C][/C][C]755.934946672[/C][/ROW]
[ROW][C][/C][C]758.510588090953[/C][/ROW]
[ROW][C][/C][C]824.968412759244[/C][/ROW]
[ROW][C][/C][C]825.082539147477[/C][/ROW]
[ROW][C][/C][C]860.512671566631[/C][/ROW]
[ROW][C][/C][C]929.283177835023[/C][/ROW]
[ROW][C][/C][C]949.938977887584[/C][/ROW]
[ROW][C][/C][C]1127.74108958901[/C][/ROW]
[ROW][C][/C][C]1135.95020409907[/C][/ROW]
[ROW][C][/C][C]1181.96678560119[/C][/ROW]
[ROW][C][/C][C]1304.53614194304[/C][/ROW]
[ROW][C][/C][C]1312.419818416[/C][/ROW]
[ROW][C][/C][C]1442.74690373088[/C][/ROW]
[ROW][C][/C][C]1635.00439397031[/C][/ROW]
[ROW][C][/C][C]1975.76720096144[/C][/ROW]
[ROW][C][/C][C]2065.01823884302[/C][/ROW]
[ROW][C][/C][C]2484.45645844845[/C][/ROW]
[ROW][C][/C][C]2653.56559116901[/C][/ROW]
[ROW][C][/C][C]2734.69460002577[/C][/ROW]
[ROW][C][/C][C]2876.86491783341[/C][/ROW]
[ROW][C][/C][C]3100.97986253735[/C][/ROW]
[ROW][C][/C][C]3277.71447199869[/C][/ROW]
[ROW][C][/C][C]4363.74242083292[/C][/ROW]
[ROW][C][/C][C]4752.95871764767[/C][/ROW]
[ROW][C][/C][C]5450.26011714787[/C][/ROW]
[ROW][C][/C][C]7930.53707143944[/C][/ROW]
[ROW][C][/C][C]8388.17973538731[/C][/ROW]
[ROW][C][/C][C]10128.5207414636[/C][/ROW]
[ROW][C][/C][C]11855.4987082793[/C][/ROW]
[ROW][C][/C][C]14744.0978162223[/C][/ROW]
[ROW][C][/C][C]18305.488431239[/C][/ROW]
[ROW][C][/C][C]25586.9950004707[/C][/ROW]
[ROW][C][/C][C]30126.0217876115[/C][/ROW]
[ROW][C][/C][C]42827.0174557286[/C][/ROW]
[ROW][C][/C][C]67472.9036714528[/C][/ROW]
[ROW][C][/C][C]110927.391539267[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=164720&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=164720&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
	55.3019900184433
	56.2444841740059
	58.2264364356947
	58.887459615779
	59.3046937434129
	61.3662692364462
	62.2134559400135
	64.9595381756983
	66.205246770932
	66.7563772234533
	67.0883812593507
	73.5566400809607
	76.3600818490918
	78.2331796618289
	78.3178632241713
	79.7057344235658
	80.0242669444713
	80.4903602923977
	81.839659090199
	85.8805169989096
	86.0657754278668
	91.8133791993302
	92.8292157674511
	93.503455016379
	97.1187865451376
	99.390689704821
	99.658339339967
	104.109834796433
	105.683094853977
	107.921149919745
	109.104219582654
	109.591847780754
	109.678507010262
	109.763437971714
	112.835030907959
	116.225653794676
	116.868019577642
	118.262485175985
	121.476229633671
	126.060842849792
	129.144181988441
	129.674954405236
	130.793442496174
	132.49883961756
	137.927884312836
	144.268923888688
	144.793415941472
	145.175568891087
	146.446565452197
	148.456427212821
	149.730029385736
	151.139018456519
	151.623836516558
	154.984908620162
	155.265535132559
	157.616605976488
	161.399160635804
	168.021369474243
	172.53211945814
	173.596034616187
	174.438545131129
	177.832240608951
	178.702421081227
	194.311734591609
	195.811272800715
	196.30374880599
	210.533178468212
	224.747883943546
	232.870735495689
	236.865836709307
	241.24020389771
	254.639628320474
	262.996706491126
	277.508207329898
	287.58176315615
	296.292767517326
	300.334203434034
	301.20351027738
	302.684305506579
	307.177100220703
	312.909271229008
	313.430648473529
	313.982859170573
	345.501816679241
	365.735041869594
	372.025093220147
	380.686484593997
	382.421160058899
	386.079683196637
	387.921135854621
	399.664356385784
	399.719441888024
	427.051737970431
	445.564352607759
	451.616075582577
	457.694075247125
	467.842010498085
	474.632771835237
	503.480848657313
	519.097042442672
	546.433089432306
	546.945946966489
	650.482095214179
	668.421953690995
	700.085238709095
	755.934946672
	758.510588090953
	824.968412759244
	825.082539147477
	860.512671566631
	929.283177835023
	949.938977887584
	1127.74108958901
	1135.95020409907
	1181.96678560119
	1304.53614194304
	1312.419818416
	1442.74690373088
	1635.00439397031
	1975.76720096144
	2065.01823884302
	2484.45645844845
	2653.56559116901
	2734.69460002577
	2876.86491783341
	3100.97986253735
	3277.71447199869
	4363.74242083292
	4752.95871764767
	5450.26011714787
	7930.53707143944
	8388.17973538731
	10128.5207414636
	11855.4987082793
	14744.0978162223
	18305.488431239
	25586.9950004707
	30126.0217876115
	42827.0174557286
	67472.9036714528
	110927.391539267

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 = bachelor ; par7 = all ; par8 = Learning Activities ; par9 = cases ;

Parameters (R input):

par1 = ward ; par2 = ALL ; par3 = FALSE ; par4 = FALSE ; par5 = male ; par6 = bachelor ; par7 = all ; par8 = Learning Activities ; 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