R version 2.13.0 (2011-04-13)
Copyright (C) 2011 The R Foundation for Statistical Computing
ISBN 3-900051-07-0
Platform: i486-pc-linux-gnu (32-bit)

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> x <- array(list(252101
+ ,62
+ ,34
+ ,104
+ ,124252
+ ,134577
+ ,59
+ ,30
+ ,111
+ ,98956
+ ,198520
+ ,62
+ ,38
+ ,93
+ ,98073
+ ,189326
+ ,94
+ ,34
+ ,119
+ ,106816
+ ,137449
+ ,43
+ ,25
+ ,57
+ ,41449
+ ,65295
+ ,27
+ ,31
+ ,80
+ ,76173
+ ,439387
+ ,103
+ ,29
+ ,107
+ ,177551
+ ,33186
+ ,19
+ ,18
+ ,22
+ ,22807
+ ,178368
+ ,51
+ ,30
+ ,103
+ ,126938
+ ,186657
+ ,38
+ ,29
+ ,72
+ ,61680
+ ,261949
+ ,96
+ ,38
+ ,123
+ ,72117
+ ,191051
+ ,95
+ ,49
+ ,164
+ ,79738
+ ,138866
+ ,57
+ ,33
+ ,100
+ ,57793
+ ,296878
+ ,66
+ ,46
+ ,143
+ ,91677
+ ,192648
+ ,72
+ ,38
+ ,79
+ ,64631
+ ,333462
+ ,162
+ ,52
+ ,183
+ ,106385
+ ,243571
+ ,58
+ ,32
+ ,123
+ ,161961
+ ,263451
+ ,130
+ ,35
+ ,81
+ ,112669
+ ,155679
+ ,48
+ ,25
+ ,74
+ ,114029
+ ,227053
+ ,70
+ ,42
+ ,158
+ ,124550
+ ,240028
+ ,63
+ ,40
+ ,133
+ ,105416
+ ,388549
+ ,90
+ ,35
+ ,128
+ ,72875
+ ,156540
+ ,34
+ ,25
+ ,84
+ ,81964
+ ,148421
+ ,43
+ ,46
+ ,184
+ ,104880
+ ,177732
+ ,97
+ ,36
+ ,127
+ ,76302
+ ,191441
+ ,105
+ ,35
+ ,128
+ ,96740
+ ,249893
+ ,122
+ ,38
+ ,118
+ ,93071
+ ,236812
+ ,76
+ ,35
+ ,125
+ ,78912
+ ,142329
+ ,45
+ ,28
+ ,89
+ ,35224
+ ,259667
+ ,53
+ ,37
+ ,122
+ ,90694
+ ,231625
+ ,65
+ ,40
+ ,151
+ ,125369
+ ,176062
+ ,67
+ ,42
+ ,122
+ ,80849
+ ,286683
+ ,79
+ ,44
+ ,162
+ ,104434
+ ,87485
+ ,33
+ ,33
+ ,121
+ ,65702
+ ,322865
+ ,83
+ ,35
+ ,132
+ ,108179
+ ,247082
+ ,51
+ ,37
+ ,110
+ ,63583
+ ,346011
+ ,106
+ ,39
+ ,135
+ ,95066
+ ,191653
+ ,74
+ ,32
+ ,80
+ ,62486
+ ,114673
+ ,31
+ ,17
+ ,46
+ ,31081
+ ,284224
+ ,161
+ ,34
+ ,127
+ ,94584
+ ,284195
+ ,72
+ ,33
+ ,103
+ ,87408
+ ,155363
+ ,59
+ ,35
+ ,95
+ ,68966
+ ,177306
+ ,67
+ ,32
+ ,100
+ ,88766
+ ,144571
+ ,49
+ ,35
+ ,102
+ ,57139
+ ,140319
+ ,73
+ ,45
+ ,45
+ ,90586
+ ,405267
+ ,135
+ ,38
+ ,122
+ ,109249
+ ,78800
+ ,42
+ ,26
+ ,66
+ ,33032
+ ,201970
+ ,69
+ ,45
+ ,159
+ ,96056
+ ,302674
+ ,99
+ ,44
+ ,153
+ ,146648
+ ,164733
+ ,50
+ ,40
+ ,131
+ ,80613
+ ,194221
+ ,68
+ ,33
+ ,113
+ ,87026
+ ,24188
+ ,24
+ ,4
+ ,7
+ ,5950
+ ,342263
+ ,279
+ ,41
+ ,147
+ ,131106
+ ,65029
+ ,17
+ ,18
+ ,61
+ ,32551
+ ,101097
+ ,64
+ ,14
+ ,41
+ ,31701
+ ,246088
+ ,46
+ ,33
+ ,108
+ ,91072
+ ,273108
+ ,75
+ ,49
+ ,184
+ ,159803
+ ,282220
+ ,160
+ ,32
+ ,115
+ ,143950
+ ,273495
+ ,119
+ ,37
+ ,132
+ ,112368
+ ,214872
+ ,74
+ ,32
+ ,113
+ ,82124
+ ,335121
+ ,124
+ ,41
+ ,141
+ ,144068
+ ,267171
+ ,107
+ ,25
+ ,65
+ ,162627
+ ,187938
+ ,88
+ ,40
+ ,87
+ ,55062
+ ,229512
+ ,78
+ ,35
+ ,121
+ ,95329
+ ,209798
+ ,61
+ ,33
+ ,112
+ ,105612
+ ,201345
+ ,60
+ ,28
+ ,81
+ ,62853
+ ,163833
+ ,114
+ ,31
+ ,116
+ ,125976
+ ,204250
+ ,129
+ ,40
+ ,132
+ ,79146
+ ,197813
+ ,67
+ ,32
+ ,104
+ ,108461
+ ,132955
+ ,60
+ ,25
+ ,80
+ ,99971
+ ,216092
+ ,59
+ ,42
+ ,145
+ ,77826
+ ,73566
+ ,32
+ ,23
+ ,67
+ ,22618
+ ,213198
+ ,67
+ ,42
+ ,159
+ ,84892
+ ,181713
+ ,49
+ ,38
+ ,90
+ ,92059
+ ,148698
+ ,49
+ ,34
+ ,120
+ ,77993
+ ,300103
+ ,70
+ ,38
+ ,126
+ ,104155
+ ,251437
+ ,78
+ ,32
+ ,118
+ ,109840
+ ,197295
+ ,101
+ ,37
+ ,112
+ ,238712
+ ,158163
+ ,55
+ ,34
+ ,123
+ ,67486
+ ,155529
+ ,57
+ ,33
+ ,98
+ ,68007
+ ,132672
+ ,41
+ ,25
+ ,78
+ ,48194
+ ,377205
+ ,100
+ ,40
+ ,119
+ ,134796
+ ,145905
+ ,66
+ ,26
+ ,99
+ ,38692
+ ,223701
+ ,87
+ ,40
+ ,81
+ ,93587
+ ,80953
+ ,25
+ ,8
+ ,27
+ ,56622
+ ,130805
+ ,47
+ ,27
+ ,77
+ ,15986
+ ,135082
+ ,48
+ ,32
+ ,118
+ ,113402
+ ,300805
+ ,156
+ ,33
+ ,122
+ ,97967
+ ,271806
+ ,95
+ ,50
+ ,103
+ ,74844
+ ,150949
+ ,96
+ ,37
+ ,129
+ ,136051
+ ,225805
+ ,79
+ ,33
+ ,69
+ ,50548
+ ,197389
+ ,68
+ ,34
+ ,121
+ ,112215
+ ,156583
+ ,56
+ ,28
+ ,81
+ ,59591
+ ,222599
+ ,66
+ ,32
+ ,119
+ ,59938
+ ,261601
+ ,70
+ ,32
+ ,116
+ ,137639
+ ,178489
+ ,35
+ ,32
+ ,123
+ ,143372
+ ,200657
+ ,43
+ ,31
+ ,111
+ ,138599
+ ,259084
+ ,68
+ ,35
+ ,100
+ ,174110
+ ,313075
+ ,130
+ ,58
+ ,221
+ ,135062
+ ,346933
+ ,100
+ ,27
+ ,95
+ ,175681
+ ,246440
+ ,104
+ ,45
+ ,153
+ ,130307
+ ,252444
+ ,58
+ ,37
+ ,118
+ ,139141
+ ,159965
+ ,159
+ ,32
+ ,50
+ ,44244
+ ,43287
+ ,14
+ ,19
+ ,64
+ ,43750
+ ,172239
+ ,68
+ ,22
+ ,34
+ ,48029
+ ,183738
+ ,120
+ ,35
+ ,76
+ ,95216
+ ,227681
+ ,43
+ ,36
+ ,112
+ ,92288
+ ,260464
+ ,81
+ ,36
+ ,115
+ ,94588
+ ,106288
+ ,54
+ ,23
+ ,69
+ ,197426
+ ,109632
+ ,77
+ ,36
+ ,108
+ ,151244
+ ,268905
+ ,58
+ ,36
+ ,130
+ ,139206
+ ,266805
+ ,78
+ ,42
+ ,110
+ ,106271
+ ,23623
+ ,11
+ ,1
+ ,0
+ ,1168
+ ,152474
+ ,65
+ ,32
+ ,83
+ ,71764
+ ,61857
+ ,25
+ ,11
+ ,30
+ ,25162
+ ,144889
+ ,43
+ ,40
+ ,106
+ ,45635
+ ,346600
+ ,99
+ ,34
+ ,91
+ ,101817
+ ,21054
+ ,16
+ ,0
+ ,0
+ ,855
+ ,224051
+ ,45
+ ,27
+ ,69
+ ,100174
+ ,31414
+ ,19
+ ,8
+ ,9
+ ,14116
+ ,261043
+ ,105
+ ,35
+ ,123
+ ,85008
+ ,197819
+ ,57
+ ,41
+ ,143
+ ,124254
+ ,154984
+ ,73
+ ,40
+ ,125
+ ,105793
+ ,112933
+ ,45
+ ,28
+ ,81
+ ,117129
+ ,38214
+ ,34
+ ,8
+ ,21
+ ,8773
+ ,158671
+ ,33
+ ,35
+ ,124
+ ,94747
+ ,302148
+ ,70
+ ,47
+ ,168
+ ,107549
+ ,177918
+ ,55
+ ,46
+ ,149
+ ,97392
+ ,350552
+ ,70
+ ,42
+ ,147
+ ,126893
+ ,275578
+ ,91
+ ,48
+ ,145
+ ,118850
+ ,368746
+ ,106
+ ,49
+ ,172
+ ,234853
+ ,172464
+ ,31
+ ,35
+ ,126
+ ,74783
+ ,94381
+ ,35
+ ,32
+ ,89
+ ,66089
+ ,243875
+ ,279
+ ,36
+ ,137
+ ,95684
+ ,382487
+ ,153
+ ,42
+ ,149
+ ,139537
+ ,114525
+ ,40
+ ,35
+ ,121
+ ,144253
+ ,335681
+ ,119
+ ,37
+ ,133
+ ,153824
+ ,147989
+ ,72
+ ,34
+ ,93
+ ,63995
+ ,216638
+ ,45
+ ,36
+ ,119
+ ,84891
+ ,192862
+ ,72
+ ,36
+ ,102
+ ,61263
+ ,184818
+ ,107
+ ,32
+ ,45
+ ,106221
+ ,336707
+ ,105
+ ,33
+ ,104
+ ,113587
+ ,215836
+ ,76
+ ,35
+ ,111
+ ,113864
+ ,173260
+ ,63
+ ,21
+ ,78
+ ,37238
+ ,271773
+ ,89
+ ,40
+ ,120
+ ,119906
+ ,130908
+ ,52
+ ,49
+ ,176
+ ,135096
+ ,204009
+ ,75
+ ,33
+ ,109
+ ,151611
+ ,245514
+ ,92
+ ,39
+ ,132
+ ,144645
+ ,1
+ ,0
+ ,0
+ ,0
+ ,0
+ ,14688
+ ,10
+ ,0
+ ,0
+ ,6023
+ ,98
+ ,1
+ ,0
+ ,0
+ ,0
+ ,455
+ ,2
+ ,0
+ ,0
+ ,0
+ ,0
+ ,0
+ ,0
+ ,0
+ ,0
+ ,0
+ ,0
+ ,0
+ ,0
+ ,0
+ ,195765
+ ,75
+ ,33
+ ,78
+ ,77457
+ ,326038
+ ,121
+ ,42
+ ,104
+ ,62464
+ ,0
+ ,0
+ ,0
+ ,0
+ ,0
+ ,203
+ ,4
+ ,0
+ ,0
+ ,0
+ ,7199
+ ,5
+ ,0
+ ,0
+ ,1644
+ ,46660
+ ,20
+ ,5
+ ,13
+ ,6179
+ ,17547
+ ,5
+ ,1
+ ,4
+ ,3926
+ ,107465
+ ,38
+ ,38
+ ,65
+ ,42087
+ ,969
+ ,2
+ ,0
+ ,0
+ ,0
+ ,173102
+ ,58
+ ,28
+ ,55
+ ,87656)
+ ,dim=c(5
+ ,164)
+ ,dimnames=list(c('TimeinRFC'
+ ,'#logins'
+ ,'#FBmess'
+ ,'#revCom'
+ ,'#char')
+ ,1:164))
>  y <- array(NA,dim=c(5,164),dimnames=list(c('TimeinRFC','#logins','#FBmess','#revCom','#char'),1:164))
>  for (i in 1:dim(x)[1])
+  {
+  	for (j in 1:dim(x)[2])
+  	{
+  		y[i,j] <- as.numeric(x[i,j])
+  	}
+  }
> par1 = 'kendall'
> main = 'Correlation Matrix'
> panel.tau <- function(x, y, digits=2, prefix='', cex.cor)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(0, 1, 0, 1))
+ rr <- cor.test(x, y, method=par1)
+ r <- round(rr$p.value,2)
+ txt <- format(c(r, 0.123456789), digits=digits)[1]
+ txt <- paste(prefix, txt, sep='')
+ if(missing(cex.cor)) cex <- 0.5/strwidth(txt)
+ text(0.5, 0.5, txt, cex = cex)
+ }
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='grey', ...)
+ }
> postscript(file="/var/wessaorg/rcomp/tmp/1vgbi1323623891.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(t(y),diag.panel=panel.hist, upper.panel=panel.smooth, lower.panel=panel.tau, main=main)
> dev.off()
null device 
          1 
> 
> #Note: the /var/wessaorg/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/wessaorg/rcomp/createtable")
> 
> n <- length(y[,1])
> n
[1] 5
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a,paste('Correlations for all pairs of data series (method=',par1,')',sep=''),n+1,TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,' ',header=TRUE)
> for (i in 1:n) {
+ a<-table.element(a,dimnames(t(x))[[2]][i],header=TRUE)
+ }
> a<-table.row.end(a)
> for (i in 1:n) {
+ a<-table.row.start(a)
+ a<-table.element(a,dimnames(t(x))[[2]][i],header=TRUE)
+ for (j in 1:n) {
+ r <- cor.test(y[i,],y[j,],method=par1)
+ a<-table.element(a,round(r$estimate,3))
+ }
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/2182i1323623891.tab") 
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a,'Correlations for all pairs of data series with p-values',4,TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'pair',1,TRUE)
> a<-table.element(a,'Pearson r',1,TRUE)
> a<-table.element(a,'Spearman rho',1,TRUE)
> a<-table.element(a,'Kendall tau',1,TRUE)
> a<-table.row.end(a)
> cor.test(y[1,],y[2,],method=par1)

	Kendall's rank correlation tau

data:  y[1, ] and y[2, ] 
z = 11.335, p-value < 2.2e-16
alternative hypothesis: true tau is not equal to 0 
sample estimates:
      tau 
0.5987349 

> for (i in 1:(n-1))
+ {
+ for (j in (i+1):n)
+ {
+ a<-table.row.start(a)
+ dum <- paste(dimnames(t(x))[[2]][i],';',dimnames(t(x))[[2]][j],sep='')
+ a<-table.element(a,dum,header=TRUE)
+ rp <- cor.test(y[i,],y[j,],method='pearson')
+ a<-table.element(a,round(rp$estimate,4))
+ rs <- cor.test(y[i,],y[j,],method='spearman')
+ a<-table.element(a,round(rs$estimate,4))
+ rk <- cor.test(y[i,],y[j,],method='kendall')
+ a<-table.element(a,round(rk$estimate,4))
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'p-value',header=T)
+ a<-table.element(a,paste('(',round(rp$p.value,4),')',sep=''))
+ a<-table.element(a,paste('(',round(rs$p.value,4),')',sep=''))
+ a<-table.element(a,paste('(',round(rk$p.value,4),')',sep=''))
+ a<-table.row.end(a)
+ }
+ }
Warning messages:
1: In cor.test.default(y[i, ], y[j, ], method = "spearman") :
  Cannot compute exact p-values with ties
2: In cor.test.default(y[i, ], y[j, ], method = "spearman") :
  Cannot compute exact p-values with ties
3: In cor.test.default(y[i, ], y[j, ], method = "spearman") :
  Cannot compute exact p-values with ties
4: In cor.test.default(y[i, ], y[j, ], method = "spearman") :
  Cannot compute exact p-values with ties
5: In cor.test.default(y[i, ], y[j, ], method = "spearman") :
  Cannot compute exact p-values with ties
6: In cor.test.default(y[i, ], y[j, ], method = "spearman") :
  Cannot compute exact p-values with ties
7: In cor.test.default(y[i, ], y[j, ], method = "spearman") :
  Cannot compute exact p-values with ties
8: In cor.test.default(y[i, ], y[j, ], method = "spearman") :
  Cannot compute exact p-values with ties
9: In cor.test.default(y[i, ], y[j, ], method = "spearman") :
  Cannot compute exact p-values with ties
10: In cor.test.default(y[i, ], y[j, ], method = "spearman") :
  Cannot compute exact p-values with ties
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/3zv4m1323623891.tab") 
> 
> try(system("convert tmp/1vgbi1323623891.ps tmp/1vgbi1323623891.png",intern=TRUE))
character(0)
> 
> 
> proc.time()
   user  system elapsed 
  1.127   0.140   1.380