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Data X:
1683 150596 84 37 18 63 20465 23975 0 1323 154801 50 42 20 56 33629 85634 1 192 7215 18 0 0 0 1423 1929 0 2172 122139 91 49 26 60 25629 36294 0 3335 221399 129 76 30 112 54002 72255 0 6310 441870 237 118 34 130 151036 189748 1 1478 134379 52 42 23 71 33287 61834 1 1324 140428 53 57 30 107 31172 68167 0 1488 103255 40 45 30 50 28113 38462 0 2756 271630 91 67 26 79 57803 101219 1 1931 121593 71 50 24 58 49830 43270 2 1966 172071 63 71 30 91 52143 76183 0 1575 83707 94 41 19 36 21055 31476 0 2855 197412 98 66 25 91 47007 62157 4 1263 134398 48 42 17 58 28735 46261 4 1479 139224 73 54 19 65 59147 50063 3 1636 134153 52 75 33 131 78950 64483 0 1076 64149 52 0 15 45 13497 2341 5 2376 122294 82 54 34 110 46154 48149 0 678 24889 22 13 15 33 53249 12743 0 902 52197 52 16 15 37 10726 18743 0 2308 188915 89 77 27 78 83700 97057 0 1590 163147 66 34 25 67 40400 17675 0 1863 98575 48 38 34 69 33797 33106 1 1799 143546 80 50 21 58 36205 53311 1 1385 139780 25 39 21 60 30165 42754 0 1870 163784 146 54 25 88 58534 59056 0 1161 152479 75 67 28 71 44663 101621 0 2417 304108 109 55 26 85 92556 118120 0 1952 184024 40 52 20 67 40078 79572 0 1514 151621 41 50 28 84 34711 42744 0 1487 164516 41 54 20 58 31076 65931 2 2051 120179 94 53 17 35 74608 38575 4 2843 214701 116 76 25 74 58092 28795 0 2216 196865 48 52 24 89 42009 94440 1 1 0 1 0 0 0 0 0 0 1830 181527 57 46 27 75 36022 38229 0 1563 93107 49 44 14 39 23333 31972 3 2046 129352 45 35 32 93 53349 40071 9 2005 229143 58 82 31 123 92596 132480 0 1934 177063 67 70 21 73 49598 62797 2 1572 126602 53 31 34 118 44093 40429 0 950 93742 29 25 23 76 84205 45545 2 1877 152153 72 48 24 65 63369 57568 1 1036 95704 42 44 22 82 60132 39019 2 1097 139793 84 40 22 67 37403 53866 2 730 76348 30 23 35 63 24460 38345 1 1918 188980 86 63 21 84 46456 50210 0 1826 172100 79 43 31 112 66616 80947 1 2444 146552 54 62 26 75 41554 43461 7 658 48188 28 12 22 39 22346 14812 0 1425 109185 60 63 21 63 30874 37819 0 2246 263652 68 60 27 93 68701 102738 0 1899 215609 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29487 0 907 80420 64 54 26 69 42005 35334 0 1827 233569 57 39 26 85 41152 57596 0 841 56252 25 26 23 17 14399 29750 0 1309 97181 32 37 25 61 28263 41029 0 764 50800 41 17 22 55 17215 12416 0 1439 125941 45 32 26 55 48140 51158 0 2500 211032 210 55 33 124 62897 79935 0 974 71960 92 39 22 65 22883 26552 0 1152 90379 53 39 24 73 41622 25807 6 1261 125650 47 28 21 67 40715 50620 0 1508 115572 36 45 28 66 65897 61467 5 2005 136266 67 66 22 61 76542 65292 1 1191 146715 55 39 22 74 37477 55516 0 1265 124626 57 27 15 55 53216 42006 0 761 49176 33 22 13 27 40911 26273 0 2156 212926 102 43 36 115 57021 90248 0 1689 173884 55 88 24 76 73116 61476 0 223 19349 12 13 1 0 3895 9604 0 2074 181141 95 23 24 83 46609 45108 3 1879 145502 70 40 31 90 29351 47232 0 566 45448 26 8 4 4 2325 3439 0 802 58280 20 41 20 56 31747 30553 0 1131 115944 44 51 23 63 32665 24751 0 981 94341 52 24 23 52 19249 34458 1 591 59090 37 23 12 24 15292 24649 0 596 27676 22 2 16 17 5842 2342 0 1261 120586 41 78 28 101 33994 52739 0 861 88011 31 12 10 20 13018 6245 0 0 0 0 0 0 0 0 0 0 1030 85610 31 46 25 51 98177 35381 0 991 84193 58 22 21 76 37941 19595 0 1178 117769 39 49 21 55 31032 50848 0 1200 107653 56 52 21 70 32683 39443 0 849 71894 57 36 21 38 34545 27023 0 78 3616 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 924 154806 38 35 23 81 27525 61022 0 1480 136061 73 68 29 64 66856 63528 0 1870 141822 89 26 27 66 28549 34835 1 861 106515 37 32 23 89 38610 37172 0 778 43410 19 7 1 3 2781 13 0 1533 146920 64 67 25 76 41211 62548 1 889 88874 38 30 17 48 22698 31334 0 1705 111924 49 55 29 62 41194 20839 8 700 60373 39 3 12 32 32689 5084 3 285 19764 12 10 2 4 5752 9927 1 1490 121665 46 46 18 61 26757 53229 2 981 108685 26 23 25 90 22527 29877 0 1368 124493 37 43 29 91 44810 37310 0 256 11796 9 1 2 1 0 0 0 98 10674 9 0 0 0 0 0 0 1317 131263 52 33 18 39 100674 50067 0 41 6836 3 0 1 0 0 0 0 1768 153278 55 48 21 45 57786 47708 5 42 5118 3 5 0 0 0 0 0 528 40248 16 8 4 7 5444 6012 1 0 0 0 0 0 0 0 0 0 938 100728 42 25 25 75 28470 27749 0 1245 84267 36 21 26 52 61849 47555 0 81 7131 4 0 0 0 0 0 1 257 8812 13 0 4 1 2179 1336 0 891 63952 22 15 17 49 8019 11017 1 1114 120111 47 47 21 69 39644 55184 0 1079 94127 18 17 22 56 23494 43485 1
Names of X columns:
Pageviews Time_in_RFC #Logins blogs reviews Submits_+120 Characters CW_time Shared
Type of Correlation
pearson
pearson
spearman
kendall
Chart options
Title:
R Code
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$counts; y <- y/max(y) rect(breaks[-nB], 0, breaks[-1], y, col='grey', ...) } bitmap(file='test1.png') pairs(t(y),diag.panel=panel.hist, upper.panel=panel.smooth, lower.panel=panel.tau, main=main) dev.off() load(file='createtable') n <- length(y[,1]) n a<-table.start() a<-table.row.start(a) a<-table.element(a,paste('Correlations for all pairs of data series (method=',par1,')',sep=''),n+1,TRUE) a<-table.row.end(a) a<-table.row.start(a) a<-table.element(a,' ',header=TRUE) for (i in 1:n) { a<-table.element(a,dimnames(t(x))[[2]][i],header=TRUE) } a<-table.row.end(a) for (i in 1:n) { a<-table.row.start(a) a<-table.element(a,dimnames(t(x))[[2]][i],header=TRUE) for (j in 1:n) { r <- cor.test(y[i,],y[j,],method=par1) a<-table.element(a,round(r$estimate,3)) } a<-table.row.end(a) } a<-table.end(a) table.save(a,file='mytable.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) 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) } } a<-table.end(a) table.save(a,file='mytable1.tab')
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Computing time
1 seconds
R Server
Big Analytics Cloud Computing Center
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