These two functions reassembles head and tail, showing the first rows and columns of 2D data structures, e.g. matrix or data.frame.

headhead(x, m = 6L, n = 6L)

Arguments

x

A data.frame or matrix

m

Integer, number of rows to show

n

Integer, number of columns to show

Value

The first rows/columns of the input object

Details

While head and tail can be applied to data.frame or matrix as well, they show all columns of the first (last) rows even if the matrix has a large number of columns. These two function, headhead and tailtail, circumvent this problem by showing only the first rows AND the first columns.

See also

Author

Jitao David Zhang <jitao_david.zhang@roche.com>

Examples


myMat <- matrix(rnorm(10000), nrow=10L)
head(myMat)
#>            [,1]       [,2]       [,3]        [,4]       [,5]       [,6]
#> [1,]  0.2116982 -0.4731268 -0.7205228  1.10717815 -0.9886355  1.4490535
#> [2,] -0.5582103  0.6102724  0.2401618  0.50638677  1.6819205 -0.1589979
#> [3,]  0.4307754  0.2082309 -1.9303377 -0.02222775 -0.3393546  0.2380096
#> [4,] -1.3317544  0.7791137  0.8906630  1.44404664 -0.7824672 -0.6767043
#> [5,]  0.6266521  0.4720021 -0.4427249 -0.60749971 -2.4125135  0.5144476
#> [6,]  0.1199766  0.6297750 -0.4950692 -0.09847563  1.1999424  0.6132141
#>            [,7]       [,8]        [,9]      [,10]       [,11]      [,12]
#> [1,] -0.2772278 -0.5836163  0.03867157 -0.1774781  0.29152568  1.3254693
#> [2,] -0.2843251  2.9436554  2.14015982 -0.8075218 -0.96058437 -1.0451196
#> [3,] -1.2487002  1.0616652 -0.04597138  1.2752704  0.16010109 -1.7159797
#> [4,] -0.1425042  0.8431479  0.64781041 -2.4428565  0.01543283  0.4764862
#> [5,] -0.9637287 -0.2611437 -0.02684998 -0.4816326  0.59090899  1.1975342
#> [6,] -0.5170321 -1.5059077 -0.39093323  1.6336682 -0.49681282 -2.6824720
#>           [,13]      [,14]      [,15]      [,16]      [,17]      [,18]
#> [1,]  0.6801396 -1.0837356  0.3155716  0.2720385 -1.3749802 -0.2699289
#> [2,]  1.2371848 -0.2474435 -0.3555553 -0.4083071  0.3110080  0.2719555
#> [3,] -0.6037702  0.8791152  0.8362391 -0.7885472  0.1614760  0.1370484
#> [4,] -0.6558638  1.2348738 -2.2100613 -0.1566423 -1.3146076  0.1406154
#> [5,]  1.3876246 -2.6729732  0.9293276 -0.5649838 -0.5057698 -2.6579298
#> [6,] -0.8369449  1.0079159  1.1368313  0.3122250 -1.6802361 -0.2307682
#>           [,19]      [,20]      [,21]      [,22]       [,23]       [,24]
#> [1,] -1.2749399  1.2968374  1.0697896  1.5156123  0.14265923  1.66300383
#> [2,]  0.3447391 -1.6449283  0.5155743  0.5123979 -0.51169568  0.09829783
#> [3,]  1.0822122 -0.6433680 -0.3195218 -1.2790121 -0.16021830 -0.25681047
#> [4,] -1.5798452 -0.6550909  1.3907609 -1.2297155  0.01063135 -0.50216523
#> [5,]  0.4608989  1.6324263  1.2283358  1.0711368 -1.35870667 -0.17272668
#> [6,] -0.9314309  0.7507998 -1.1449629  1.2622197  1.54905375 -0.46542443
#>           [,25]      [,26]      [,27]       [,28]      [,29]      [,30]
#> [1,]  0.3521347 -0.1158161 -0.7827334  1.47548249 -0.4958842  2.8321780
#> [2,] -0.5739092 -2.7754192 -0.2709708  0.05809906  1.2692920  1.7250685
#> [3,]  0.7458343 -0.5645216  1.4098574  1.39094675  2.5470445  0.7839033
#> [4,]  0.9183439  0.7493302 -1.1748660 -0.08292583 -0.5055302  1.0703980
#> [5,]  0.5545799 -0.2027110 -1.1344810 -1.27933029  1.5868079 -0.4987667
#> [6,]  2.3375574  0.4021383  0.6963665  1.71103400  0.4760302 -0.1862726
#>           [,31]      [,32]        [,33]       [,34]       [,35]       [,36]
#> [1,] -0.7531473  1.2268476 -0.054765010 -0.10820295  2.29265662  0.19436140
#> [2,] -1.1136237 -0.1339083 -0.445096292 -0.01372681 -0.94389473 -2.89544979
#> [3,]  0.4524158 -1.5835655 -1.650308521  0.50644694  0.52019460  0.44549042
#> [4,] -0.1099919 -2.2186584  1.788821310 -0.42861177 -0.61960597  0.07339221
#> [5,] -1.5375978 -1.8107539  1.111508564  1.57472938 -0.14473747  0.40521789
#> [6,] -0.3056336 -0.3696705 -0.001028967 -0.88288505 -0.08868352 -1.11359271
#>           [,37]      [,38]        [,39]      [,40]       [,41]      [,42]
#> [1,] -1.2571508  0.4508669  0.788264771 -1.3306744  0.37667758 -2.3269740
#> [2,] -0.3022874  1.6359627  0.116311985 -0.3838693 -2.14379297  0.5595317
#> [3,]  0.5592848 -0.3012906 -0.883672678  0.4858305  1.32753823 -0.2118028
#> [4,] -0.6409713 -1.4364794  1.052746032  1.6239150 -0.01344582 -0.3931587
#> [5,] -0.9185829  0.6724475 -0.008215031  1.1625548  0.50845796 -0.8918005
#> [6,]  1.0007858 -0.1315575  1.508626718 -1.8101435  2.00470086 -1.2280165
#>           [,43]      [,44]      [,45]      [,46]      [,47]      [,48]
#> [1,] -0.9569848 -0.3897827 -0.7587138 -0.2203007  0.2613341  0.7724970
#> [2,] -1.5370734 -1.3942492  1.0180987 -0.5834067  0.9708418  1.7567784
#> [3,] -2.0715552 -1.8761835  0.3925953  0.8735621 -0.6382558 -1.4041038
#> [4,] -0.3343264 -0.2405687  1.1708214  1.2965679 -0.5942701 -0.6192786
#> [5,] -0.7923566 -0.4663691  0.6076158  0.9509285 -0.3122283 -0.6520538
#> [6,] -1.8068214 -1.0140728 -1.1181852  0.3747791  0.9034527  0.2303034
#>           [,49]      [,50]      [,51]      [,52]      [,53]      [,54]
#> [1,]  0.9575963 -0.5607687  0.3920078  1.9796371  0.3052523 -0.1421091
#> [2,]  0.4766373 -0.2806528  1.6495110  0.4484897  1.8039875 -1.0824327
#> [3,] -0.5657176  2.7975681 -0.9038047 -0.7393567  1.1544235 -1.1877360
#> [4,]  1.4029518 -0.7699458 -1.2623581  0.1508497 -1.8488267  1.5698141
#> [5,]  0.8429645  1.2250729 -0.1694838 -1.3626998  0.1336981  1.0647641
#> [6,] -1.2437662  0.4657998  1.0754915 -1.5087017 -0.7805476 -0.9615077
#>           [,55]       [,56]      [,57]        [,58]      [,59]       [,60]
#> [1,] -1.6921015 -0.07680364  0.1882891  0.966942815 -0.2313715 -0.15392848
#> [2,] -0.8922638 -0.86659493  0.6663464 -0.680503553  0.5722640 -1.76196039
#> [3,] -0.5849918  0.78676373 -0.0890389  0.097619576 -0.8115706  2.16663326
#> [4,] -0.3396519  0.61501661 -0.2354829 -0.001643166  0.5682383 -0.01277264
#> [5,] -1.0386335 -2.41325302  0.7115677 -0.162796286  0.1037740  2.54727468
#> [6,]  1.1162881  1.75416788 -1.3054044 -0.697172127 -1.3019305 -1.12150221
#>            [,61]        [,62]     [,63]        [,64]      [,65]       [,66]
#> [1,]  0.93545307  0.499994439 1.0323134  0.656563047 -0.1458562  0.99775380
#> [2,]  0.06331271 -0.195997512 0.8298041 -0.131266518  0.9622084  0.06917956
#> [3,] -0.95826533  2.238628941 1.3502866  0.551219905  0.3861791  1.07004704
#> [4,]  0.46501943  0.004014869 0.2156642 -0.385980531  0.5055564  0.15211451
#> [5,] -0.42523652 -0.446207245 0.5687024  0.006716316  0.2662356 -0.02641743
#> [6,] -0.23110423  0.820126662 0.3488356 -0.910425030 -0.6039728  0.01191201
#>           [,67]      [,68]      [,69]      [,70]      [,71]      [,72]
#> [1,]  1.6733006 -0.2278604 -0.1337464  0.1116654 -0.2445942  0.2606590
#> [2,] -0.7872154  2.6589576 -0.5433505  1.0275244  0.5958614  0.4035875
#> [3,] -1.7964942  0.4109051  1.1321005  0.1555149 -1.5204365  0.1050335
#> [4,]  0.6526175  1.1204380 -0.8230759  0.4254339 -0.7359159  0.9253069
#> [5,] -0.2062233  0.1823891 -1.1972541  0.4871216 -0.2340052  0.9683601
#> [6,] -0.8620953  0.9773395 -0.5631753 -0.7860825  0.8604299 -0.2765910
#>           [,73]      [,74]      [,75]      [,76]      [,77]      [,78]
#> [1,]  2.0075455 -1.4522629  0.2921343  0.7838097 -0.5516203  0.9859326
#> [2,] -0.3972235 -0.9866996  1.1872175 -0.7684337 -1.5553537  0.5478520
#> [3,]  0.1739762 -1.8090576  1.1309243 -0.1629638  0.6564820  0.3530825
#> [4,]  0.8667224  0.2167374 -1.0835653  1.2852933 -0.4214546 -0.9271279
#> [5,]  1.8830810 -0.6259550 -0.5851938  1.9352875 -1.9556737  0.1708944
#> [6,]  0.1300721 -2.2202199  0.9379422  0.3652894 -0.1271244 -1.3613497
#>            [,79]       [,80]        [,81]      [,82]      [,83]        [,84]
#> [1,] -0.40134434  2.68003352 -0.849442134  1.7125131 -0.4028803 -0.003313239
#> [2,]  0.51137562  0.04966047  0.473633495  0.8703068 -0.4243413  0.224388271
#> [3,] -0.01177951 -0.29350092  0.873378621 -0.1530742 -0.7930822 -0.275392866
#> [4,] -0.15761134  1.44414147 -0.004542968  1.2567041  0.2400794  0.373839702
#> [5,]  0.61229185  0.14508211  1.750218030  1.2292947 -0.1734379 -0.641411597
#> [6,] -0.30927535  1.21607167  1.132637573  0.4856473  2.2104037 -0.782229980
#>           [,85]       [,86]      [,87]      [,88]      [,89]       [,90]
#> [1,]  1.2632802 -0.98532591  1.5111392  0.3778361 -0.7526911 -2.39411086
#> [2,]  1.9561751 -0.01624855  0.2934063  0.8846055  1.8240333 -0.82974797
#> [3,]  1.5965482 -0.96323845  0.7085670  1.3907769  1.4590577 -0.03819828
#> [4,]  0.0808180 -0.19515461 -0.2811560  0.2925073  0.8065809  0.52577342
#> [5,]  1.0058204 -1.06852516 -0.5246467  1.1576949 -0.1308372  0.21362147
#> [6,] -0.1674385  0.76224186 -1.4966883 -0.5527637  0.6980895  0.86365265
#>           [,91]      [,92]      [,93]       [,94]      [,95]      [,96]
#> [1,]  0.6903470  0.2600690  0.6367808  0.06170068 -0.2721916  0.8236112
#> [2,] -1.1737707  1.3659656 -1.8944980  0.12700343 -0.5149115  0.6404285
#> [3,] -0.2998085 -1.0928640 -0.2047223  0.23351183  1.5576565 -1.3512149
#> [4,] -1.7609692 -0.3550034 -1.1696532  2.10341286 -0.1057841  0.9491675
#> [5,] -0.7162343  0.0376415  1.5494806  0.59103123  0.4380586 -0.1899232
#> [6,]  0.4989457  1.2544244  0.9121722 -0.55288014 -0.3540970  0.4487389
#>             [,97]      [,98]      [,99]     [,100]     [,101]     [,102]
#> [1,]  0.717111406 -0.7416563  0.7864929 0.06481288  0.3727661 -0.2328568
#> [2,]  1.170594056 -1.7496164  0.1201697 0.60826241 -1.2742583 -0.9574064
#> [3,]  0.006423512  0.4439171  0.1173904 0.25460501 -1.2207877  0.2314292
#> [4,] -0.807367265 -0.9169169  1.9640968 1.20977037 -0.9965057 -0.1751240
#> [5,] -0.340339690 -0.3599769 -0.2366971 0.16679491 -1.1765850 -0.6537965
#> [6,]  1.471606188 -1.4503431  0.7421402 0.27501111 -0.2179293 -0.2586673
#>            [,103]      [,104]      [,105]      [,106]     [,107]     [,108]
#> [1,] -1.373891502  0.05354529 -0.26387420 -1.61253537 -1.2553605 -1.4841105
#> [2,]  0.003387698 -1.32036462  1.15227746  1.05282518  0.8266875 -1.8119429
#> [3,]  1.044726606  1.78165058  0.39778779 -0.66767784  0.7861151 -0.1993495
#> [4,]  0.106781231  0.96157834 -0.46886901  0.29069845  0.1262367 -0.5095942
#> [5,]  0.947116584 -0.88641006 -0.06632941 -0.04621354 -0.2481616 -1.1177298
#> [6,]  1.250525982  1.24344995  0.15309878 -0.81421327 -0.3294192 -0.5473811
#>          [,109]     [,110]      [,111]     [,112]     [,113]     [,114]
#> [1,]  1.3132178  0.6832507 -0.57152262 -0.2160236 -1.4808014  0.3873056
#> [2,] -0.8871785 -1.2435913 -0.40041586  1.3490890  0.3865875 -1.9634044
#> [3,]  0.9388179 -0.4122102  0.12498523  0.7406434 -0.3635356  0.1804409
#> [4,] -0.5751078 -0.4555679 -1.42023560  0.3099266 -0.1493427  0.4019175
#> [5,] -0.5891315  1.6238956 -0.05349804 -0.3683321 -0.4640638  0.4485247
#> [6,] -0.3183629  0.7087647 -1.12506408  0.4275852 -1.7742719 -0.3618597
#>          [,115]     [,116]     [,117]      [,118]     [,119]     [,120]
#> [1,]  0.5945994  0.9220272  1.5323078  0.40897513 -0.1446754 -0.1077130
#> [2,]  0.1615479 -1.7748844 -0.1825962 -1.00934255 -0.4469581 -1.5304905
#> [3,] -0.8540131  0.2990772  0.5118540  0.22177344  0.4336461  1.5085605
#> [4,] -1.0593262 -0.3021305  0.7090879  0.03941165 -1.2523909  1.7018216
#> [5,]  0.3738451  0.3571891  1.0933092 -0.42613706 -0.1392660  0.3665442
#> [6,] -0.1013119  0.3639167 -0.3297314  0.17330455 -1.0364439 -0.8658622
#>          [,121]     [,122]      [,123]     [,124]      [,125]     [,126]
#> [1,] -0.7902214 -1.4844778 -0.24250795 -0.3340964  1.54873957 -1.1185034
#> [2,] -1.5531745 -1.5826317 -0.27540425 -1.1340891 -0.41265569 -1.0128783
#> [3,]  0.1931064  1.0277441  1.18461522 -1.2205501 -0.11549965 -1.1660889
#> [4,]  1.5087420  0.2597652 -0.38968970  1.8463476 -0.04524401  1.1455301
#> [5,] -0.8221016  0.5930944  0.06236371 -0.4904636  1.28379006 -0.7877642
#> [6,] -0.9527491  0.9196542 -1.61933503 -0.1973946 -1.44379837 -0.2251833
#>          [,127]      [,128]     [,129]      [,130]     [,131]     [,132]
#> [1,]  0.4087258  1.07352464 -2.0549172  0.06939735 -0.6420473 -0.2148038
#> [2,] -0.6598562 -0.38284838  1.2271986 -0.46323406  0.8307359 -0.9540266
#> [3,] -0.5973611 -1.76812881  0.2155203  1.36532148  1.4412822 -0.2477502
#> [4,]  0.8513534  0.72857023  0.8181674  0.59608738 -1.4945499  0.7222984
#> [5,]  1.8862880  1.20179323  0.9779097  0.15153705 -0.4616761 -1.6766898
#> [6,]  0.2342343  0.01471174  0.3447621  0.41873490  0.2689324  0.8938077
#>          [,133]     [,134]      [,135]     [,136]     [,137]     [,138]
#> [1,]  0.4883659 -0.7700222 -1.79065292 -0.3343371 -1.2949569 -0.1013305
#> [2,]  0.5086717 -0.1539932 -0.30324270 -0.4727389 -2.4786782 -1.3905100
#> [3,] -0.1084006 -0.3281506 -0.26642475  0.8406440  0.9758806 -0.3896322
#> [4,] -2.1535665 -0.1902007  0.07913192  0.7580018 -1.5115090 -0.4708228
#> [5,]  0.3282723  1.0137245  0.01795311  0.3616262 -1.3225395  1.1799565
#> [6,]  0.4734316 -1.2927037  0.57588259 -2.0088212  1.3500879 -0.3349087
#>          [,139]     [,140]      [,141]      [,142]     [,143]      [,144]
#> [1,] -1.0967433 -0.5858108 -0.09330390  0.76313821 -0.8695934 -1.02410808
#> [2,] -1.0775644 -0.2197335  0.50703452 -0.42264372 -1.9132269  0.42816545
#> [3,]  0.7041897 -1.9124643 -0.01239712  0.95702168  0.1831626 -0.26073138
#> [4,] -0.4862419  0.2790545  0.14705561  0.42081363 -1.1551483  0.10637851
#> [5,] -0.7057209 -0.2302151  0.66288176 -1.27931067 -0.3111964 -0.30735915
#> [6,]  0.4532309 -0.5708613  0.55504648  0.07204221 -1.2651842 -0.06580671
#>           [,145]     [,146]     [,147]       [,148]       [,149]     [,150]
#> [1,]  0.54508035  2.0542996  0.4014369 -2.141606073  0.127958248  0.4532610
#> [2,]  0.05669987 -0.4044513  2.2176761  0.723743566  0.725679279 -1.9498988
#> [3,] -0.12808902 -0.4814948  1.0167790 -1.053062720  1.734957835 -1.1954985
#> [4,]  0.01948634  1.1030681  1.5260124 -0.003625087  1.462969190  1.1940123
#> [5,]  0.72809623  0.7352906 -0.1913339 -1.706397325  1.051725182 -1.6362779
#> [6,] -1.22003946 -0.6090184  1.0680333 -0.173255503 -0.004683402 -0.3474401
#>          [,151]      [,152]     [,153]     [,154]     [,155]     [,156]
#> [1,] -1.5676715 -0.45921639 -0.4521443  1.2032636  0.2692080 -0.8571545
#> [2,] -0.1069568 -1.12959513 -0.3468065  0.2176680  0.2810662  2.5041354
#> [3,] -0.4442781  0.44672118  0.6057468 -0.3173553  0.5110068 -2.0208686
#> [4,] -0.7699503 -0.05826779  0.6794225 -0.5020627  1.4034152  0.3331761
#> [5,] -0.8841086  0.89903327  0.5211640 -0.2043835 -1.2681045 -0.6181078
#> [6,] -1.1691521  0.87558732  1.2061749 -1.4155089 -0.1408361  0.9107683
#>          [,157]     [,158]      [,159]     [,160]      [,161]     [,162]
#> [1,] -1.3018521  0.4838322  0.26132336 -1.4316355  0.29510503 -1.6877029
#> [2,]  0.4725380  1.2972254  1.28809256  0.8362704 -0.52590727  0.1469229
#> [3,]  0.8885457 -0.5423918 -0.65560356  1.2156052  0.05845623 -1.4672785
#> [4,]  0.3926232 -0.1085051 -1.51840444  1.0816856  0.47907392 -0.8713633
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#> [1,]  0.7559444 -0.50586695 -0.6302341 -0.8383298 -0.8107392  0.1495941
#> [2,] -1.2821685  0.32639162  0.7487620  0.6227509 -1.1975185 -1.5541424
#> [3,]  0.3186880  0.05932009 -0.1772714 -0.5044230 -1.1923214  0.3772230
#> [4,]  0.5919513 -0.19416194 -0.2418699 -0.4440512 -1.4319043 -1.5613484
#> [5,]  0.5660359  0.58110788  0.8228370 -1.4844946 -0.9919735  0.2425252
#> [6,]  1.9264470 -1.03482557 -0.8377886  0.2414578  0.7873115  0.4637367
#>          [,979]      [,980]      [,981]      [,982]     [,983]     [,984]
#> [1,] -0.8899663 -0.39630231  0.18970082  0.73078428  1.2710194  0.8252191
#> [2,]  0.1212794  0.85928488  0.57737304 -0.03786187  1.2039860 -0.2653602
#> [3,]  1.3721342  0.58376528 -0.21046572  1.32683265  0.4898162  0.7873094
#> [4,]  2.1830286 -0.58496017  0.42440701  0.44505244 -1.3266358 -0.2788925
#> [5,] -1.8070835 -0.03563459 -0.03949803  1.22558120  1.6024718  0.3882756
#> [6,]  0.3320121 -0.17220659 -0.57009923 -0.46064680  0.3735138  0.1579534
#>          [,985]      [,986]      [,987]     [,988]      [,989]     [,990]
#> [1,]  0.7615300 -0.45212084  0.18640363  0.7591099  0.98435070 -0.8433289
#> [2,] -1.4529124 -1.62267600 -2.15670952 -0.4345829 -2.08290394  1.5494332
#> [3,]  0.0495306 -0.25700429  0.06992933  1.3674133 -0.46978285  1.6077246
#> [4,] -0.2282535 -0.94395227 -0.21934834  0.2999219 -0.03431038  0.7299544
#> [5,] -0.4177360  0.01650071 -1.02558747  0.7750716 -1.65356077  0.4493405
#> [6,] -0.3746918 -1.60678856 -1.95172255  1.6896697 -0.33560525  0.1577386
#>          [,991]      [,992]      [,993]     [,994]     [,995]      [,996]
#> [1,] -0.2661624  0.10895242  0.55536046 -0.8079474  0.4637765 -0.04488948
#> [2,]  0.3403835  1.85405189 -0.79206207  2.1788736  1.1423582  0.57655494
#> [3,] -1.1739901  1.70029890 -0.06015833 -0.3878856  0.8393296 -0.04832135
#> [4,]  0.1206410 -1.33932217  0.23761864  0.2985372 -1.8468531  2.11598783
#> [5,] -0.4253392  0.53697502  0.10215227  1.6367350 -1.5858911 -0.70425462
#> [6,]  0.7737414  0.06019033  0.12866632  0.2671139 -1.1115878 -0.71463434
#>           [,997]     [,998]     [,999]    [,1000]
#> [1,]  2.37309287  0.4291589  0.8082381 -0.3452870
#> [2,] -0.67253171 -2.1214160 -1.3093299  1.3493728
#> [3,] -0.31819175 -0.5027109  1.4226528 -0.6277373
#> [4,]  0.95371872 -0.3568965 -0.8496968  0.9012850
#> [5,] -0.98163218 -1.5583489 -0.2848249 -0.1925418
#> [6,] -0.04176264  0.9468869 -1.2858840 -0.9225215
headhead(myMat)
#>            [,1]       [,2]       [,3]        [,4]       [,5]       [,6]
#> [1,]  0.2116982 -0.4731268 -0.7205228  1.10717815 -0.9886355  1.4490535
#> [2,] -0.5582103  0.6102724  0.2401618  0.50638677  1.6819205 -0.1589979
#> [3,]  0.4307754  0.2082309 -1.9303377 -0.02222775 -0.3393546  0.2380096
#> [4,] -1.3317544  0.7791137  0.8906630  1.44404664 -0.7824672 -0.6767043
#> [5,]  0.6266521  0.4720021 -0.4427249 -0.60749971 -2.4125135  0.5144476
#> [6,]  0.1199766  0.6297750 -0.4950692 -0.09847563  1.1999424  0.6132141
tailtail(myMat)
#>            [995,]     [996,]      [997,]      [998,]     [999,]    [1000,]
#> [5,]  -1.58589108 -0.7042546 -0.98163218 -1.55834895 -0.2848249 -0.1925418
#> [6,]  -1.11158783 -0.7146343 -0.04176264  0.94688695 -1.2858840 -0.9225215
#> [7,]  -2.03179176  0.1758178 -0.87977249 -0.17704681  0.2417466 -2.4375335
#> [8,]   0.08680398  2.0609109 -0.66451960  1.95796028  0.3811864 -0.8281864
#> [9,]   1.47038403  0.4490478 -1.02691141  0.57708124 -0.3309063 -0.2431387
#> [10,]  0.73364279  1.6186447 -0.43769697  0.01225318 -1.4381181  1.1050758