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Bind the study parameters and individual parameters

Usage

rxCbindStudyIndividual(studyParameters, individualParameters)

Arguments

studyParameters

These are the study parameters, often can be generated by sampling from a population. This can be either a matrix or a data frame

individualParameters

A data frame of individual parameters

Value

Data frame that can be used in rxode2 simulations

Author

Matthew Fidler

Examples


# Function for converting coefficient of covariance into a variance
lognCv <- function(x){log((x/100)^2+1)}

set.seed(32)

nSub  <-  100
nStud  <-  10

#define theta
theta <- c(lka=log(0.5), # log ka
          lCl=log(5), # log Cl
          lV=log(300) # log V
          )

#define theta Matrix
thetaMat <- lotri(lCl ~ lognCv(5),
                 lV  ~ lognCv(5),
                 lka ~ lognCv(5))


nev <- nSub*nStud

ev1 <- data.frame(COV1=rnorm(nev,50,30),COV2=rnorm(nev,75,10),
                  COV3=sample(c(1.0,2.0),nev,replace=TRUE))


tmat <-rxRmvn(nStud, theta[dimnames(thetaMat)[[1]]], thetaMat)

rxCbindStudyIndividual(tmat, ev1)
#>           lCl       lV        lka        COV1      COV2 COV3
#> 1    1.589897 5.675871 -0.7173752  50.4392162  70.66196    1
#> 2    1.589897 5.675871 -0.7173752  76.1986612  51.54621    1
#> 3    1.589897 5.675871 -0.7173752  19.1616139  71.83376    1
#> 4    1.589897 5.675871 -0.7173752  70.5699388  97.78351    2
#> 5    1.589897 5.675871 -0.7173752  63.4831094  66.85695    1
#> 6    1.589897 5.675871 -0.7173752  62.2105292  82.55363    2
#> 7    1.589897 5.675871 -0.7173752  58.5419410  62.74875    1
#> 8    1.589897 5.675871 -0.7173752  31.2707182  57.10467    1
#> 9    1.589897 5.675871 -0.7173752  75.1896803  71.51357    2
#> 10   1.589897 5.675871 -0.7173752  59.3383758  82.29588    1
#> 11   1.589897 5.675871 -0.7173752  64.2576042  72.52852    1
#> 12   1.589897 5.675871 -0.7173752  46.9972989  90.49283    2
#> 13   1.589897 5.675871 -0.7173752  56.1053755  70.40540    2
#> 14   1.589897 5.675871 -0.7173752  47.1769492  74.99919    1
#> 15   1.589897 5.675871 -0.7173752  53.0070458  71.85786    1
#> 16   1.589897 5.675871 -0.7173752  41.9531819  85.10154    2
#> 17   1.589897 5.675871 -0.7173752  90.3817524  68.09919    2
#> 18   1.589897 5.675871 -0.7173752  45.6069772  87.68332    2
#> 19   1.589897 5.675871 -0.7173752  51.4929710  78.54242    2
#> 20   1.589897 5.675871 -0.7173752  75.0119850  70.62079    1
#> 21   1.589897 5.675871 -0.7173752  41.2732735  62.85309    1
#> 22   1.589897 5.675871 -0.7173752  17.4579412  60.01102    1
#> 23   1.589897 5.675871 -0.7173752  78.1798965  71.00092    2
#> 24   1.589897 5.675871 -0.7173752  60.8240586  88.18910    1
#> 25   1.589897 5.675871 -0.7173752  72.2097805  67.26544    2
#> 26   1.589897 5.675871 -0.7173752  76.4570517  77.65842    2
#> 27   1.589897 5.675871 -0.7173752  65.8597676  77.46590    1
#> 28   1.589897 5.675871 -0.7173752 -11.5093946  73.63090    2
#> 29   1.589897 5.675871 -0.7173752  79.4650077  70.90530    2
#> 30   1.589897 5.675871 -0.7173752  64.2040257  65.38198    2
#> 31   1.589897 5.675871 -0.7173752  74.6127558  64.79464    1
#> 32   1.589897 5.675871 -0.7173752  67.6996446  88.98030    2
#> 33   1.589897 5.675871 -0.7173752  25.6399993  77.62073    2
#> 34   1.589897 5.675871 -0.7173752  80.6050221  65.78672    2
#> 35   1.589897 5.675871 -0.7173752  96.5733053  90.61418    1
#> 36   1.589897 5.675871 -0.7173752  79.5213975  78.61057    1
#> 37   1.589897 5.675871 -0.7173752  46.4445863  61.66917    1
#> 38   1.589897 5.675871 -0.7173752  13.6205265  75.75972    1
#> 39   1.589897 5.675871 -0.7173752  69.8343811  82.37549    2
#> 40   1.589897 5.675871 -0.7173752  40.8148886  94.50969    2
#> 41   1.589897 5.675871 -0.7173752  52.4049003  78.14845    1
#> 42   1.589897 5.675871 -0.7173752  52.4778514  57.68410    1
#> 43   1.589897 5.675871 -0.7173752  22.1783261  77.09679    1
#> 44   1.589897 5.675871 -0.7173752  46.3933207  77.77013    1
#> 45   1.589897 5.675871 -0.7173752  23.7368451  62.37419    1
#> 46   1.589897 5.675871 -0.7173752   1.9459432  79.16596    2
#> 47   1.589897 5.675871 -0.7173752  15.5076749  60.22776    1
#> 48   1.589897 5.675871 -0.7173752  31.5512208  74.52360    1
#> 49   1.589897 5.675871 -0.7173752  30.7194479  64.36655    2
#> 50   1.589897 5.675871 -0.7173752  12.5473169  56.33737    2
#> 51   1.589897 5.675871 -0.7173752  61.2498142  67.93173    1
#> 52   1.589897 5.675871 -0.7173752  44.1575132  75.64240    2
#> 53   1.589897 5.675871 -0.7173752  35.8231965  79.73345    2
#> 54   1.589897 5.675871 -0.7173752  48.1079451  81.25286    1
#> 55   1.589897 5.675871 -0.7173752   4.1550156  65.35836    1
#> 56   1.589897 5.675871 -0.7173752  27.8538742  87.86854    2
#> 57   1.589897 5.675871 -0.7173752  73.1211941  63.44239    1
#> 58   1.589897 5.675871 -0.7173752  44.3472840  85.53331    1
#> 59   1.589897 5.675871 -0.7173752  76.4857002  80.78371    2
#> 60   1.589897 5.675871 -0.7173752  32.0178192  80.28942    1
#> 61   1.589897 5.675871 -0.7173752  19.4646945  79.86622    1
#> 62   1.589897 5.675871 -0.7173752 -12.3783975  70.20201    2
#> 63   1.589897 5.675871 -0.7173752  41.0473400  63.11725    1
#> 64   1.589897 5.675871 -0.7173752  56.5048458  89.52226    2
#> 65   1.589897 5.675871 -0.7173752  53.7772297  84.53200    1
#> 66   1.589897 5.675871 -0.7173752  22.0830914  84.80086    1
#> 67   1.589897 5.675871 -0.7173752  26.4159793  94.95606    2
#> 68   1.589897 5.675871 -0.7173752  62.2241433  78.84814    2
#> 69   1.589897 5.675871 -0.7173752  61.7576517  60.34825    1
#> 70   1.589897 5.675871 -0.7173752  48.8577715  61.99353    1
#> 71   1.589897 5.675871 -0.7173752  16.3926620  55.24774    1
#> 72   1.589897 5.675871 -0.7173752  59.5427284  80.22367    2
#> 73   1.589897 5.675871 -0.7173752  60.5463528  83.25528    1
#> 74   1.589897 5.675871 -0.7173752  34.4879944  80.15938    2
#> 75   1.589897 5.675871 -0.7173752  23.6753215  77.25946    2
#> 76   1.589897 5.675871 -0.7173752  39.3029386  88.03693    2
#> 77   1.589897 5.675871 -0.7173752  91.7359360  90.93438    1
#> 78   1.589897 5.675871 -0.7173752 -30.9112428  48.23557    2
#> 79   1.589897 5.675871 -0.7173752  60.1236161  78.04262    2
#> 80   1.589897 5.675871 -0.7173752  37.7844671  96.99041    2
#> 81   1.589897 5.675871 -0.7173752  90.8042884  82.76736    2
#> 82   1.589897 5.675871 -0.7173752  13.8889632  77.14949    2
#> 83   1.589897 5.675871 -0.7173752  14.2401454  84.27253    1
#> 84   1.589897 5.675871 -0.7173752  -7.8223194  70.25095    2
#> 85   1.589897 5.675871 -0.7173752  57.9146416  87.04522    2
#> 86   1.589897 5.675871 -0.7173752  82.9157470  78.87614    2
#> 87   1.589897 5.675871 -0.7173752  78.1119804  79.40393    2
#> 88   1.589897 5.675871 -0.7173752  55.0322709  85.68824    2
#> 89   1.589897 5.675871 -0.7173752  74.7709478  66.44219    1
#> 90   1.589897 5.675871 -0.7173752  27.3116099  73.97360    1
#> 91   1.589897 5.675871 -0.7173752  34.1575424  72.03973    2
#> 92   1.589897 5.675871 -0.7173752  53.3668520  68.57956    1
#> 93   1.589897 5.675871 -0.7173752  89.2950340  75.21063    2
#> 94   1.589897 5.675871 -0.7173752  90.2010652  85.99426    1
#> 95   1.589897 5.675871 -0.7173752  67.7957424  71.51220    2
#> 96   1.589897 5.675871 -0.7173752  57.1605881  69.57692    1
#> 97   1.589897 5.675871 -0.7173752  27.0744964  74.41100    1
#> 98   1.589897 5.675871 -0.7173752  34.5612722  71.28752    1
#> 99   1.589897 5.675871 -0.7173752  29.1971409  83.80223    2
#> 100  1.589897 5.675871 -0.7173752  49.6872370  69.33945    2
#> 101  1.675523 5.641912 -0.7011643  32.6009902  67.30618    1
#> 102  1.675523 5.641912 -0.7011643  63.6353581  71.67337    2
#> 103  1.675523 5.641912 -0.7011643  43.9290434  78.97433    1
#> 104  1.675523 5.641912 -0.7011643  42.2490048  82.43933    2
#> 105  1.675523 5.641912 -0.7011643  53.0755018  61.52006    1
#> 106  1.675523 5.641912 -0.7011643  33.6951552  67.92496    1
#> 107  1.675523 5.641912 -0.7011643  51.9056000  82.44938    2
#> 108  1.675523 5.641912 -0.7011643  62.3551777  72.35504    2
#> 109  1.675523 5.641912 -0.7011643  52.2855212  68.81158    1
#> 110  1.675523 5.641912 -0.7011643  57.1403145  82.54662    2
#> 111  1.675523 5.641912 -0.7011643  30.2370673  67.40756    2
#> 112  1.675523 5.641912 -0.7011643  17.5741031  68.07342    2
#> 113  1.675523 5.641912 -0.7011643 103.4040015  77.90186    1
#> 114  1.675523 5.641912 -0.7011643  17.1038275  73.91354    2
#> 115  1.675523 5.641912 -0.7011643  49.8027185  81.48599    1
#> 116  1.675523 5.641912 -0.7011643 -11.4692481  64.76781    1
#> 117  1.675523 5.641912 -0.7011643  98.9071450  64.83333    1
#> 118  1.675523 5.641912 -0.7011643  37.6980931  70.31285    2
#> 119  1.675523 5.641912 -0.7011643  19.2868862  66.63816    1
#> 120  1.675523 5.641912 -0.7011643  51.0225062  83.88089    1
#> 121  1.675523 5.641912 -0.7011643  40.5382319  72.10914    1
#> 122  1.675523 5.641912 -0.7011643 101.5279207  80.94546    2
#> 123  1.675523 5.641912 -0.7011643  39.5403917  61.69040    2
#> 124  1.675523 5.641912 -0.7011643  70.0177582  73.65824    2
#> 125  1.675523 5.641912 -0.7011643  68.4393667  60.60936    2
#> 126  1.675523 5.641912 -0.7011643  95.4758801  76.48798    2
#> 127  1.675523 5.641912 -0.7011643 100.7280319  83.84368    1
#> 128  1.675523 5.641912 -0.7011643  31.1387506  84.25006    2
#> 129  1.675523 5.641912 -0.7011643  82.6307951  62.72472    1
#> 130  1.675523 5.641912 -0.7011643  73.1841931  81.63374    1
#> 131  1.675523 5.641912 -0.7011643  61.9958164  62.05448    1
#> 132  1.675523 5.641912 -0.7011643  91.3427083  86.26454    1
#> 133  1.675523 5.641912 -0.7011643  33.2167104  67.23963    2
#> 134  1.675523 5.641912 -0.7011643  11.7911197  67.49478    2
#> 135  1.675523 5.641912 -0.7011643  22.8650443  87.65617    1
#> 136  1.675523 5.641912 -0.7011643  22.4124998  71.17249    1
#> 137  1.675523 5.641912 -0.7011643  53.8564393  47.10541    2
#> 138  1.675523 5.641912 -0.7011643  44.8924890  73.24976    1
#> 139  1.675523 5.641912 -0.7011643  31.0650744  65.49308    1
#> 140  1.675523 5.641912 -0.7011643  17.8982324  73.66385    2
#> 141  1.675523 5.641912 -0.7011643  62.6270864  80.81898    2
#> 142  1.675523 5.641912 -0.7011643  53.5904127  70.59717    2
#> 143  1.675523 5.641912 -0.7011643  70.4837507  56.87197    1
#> 144  1.675523 5.641912 -0.7011643  42.5116968  67.28455    2
#> 145  1.675523 5.641912 -0.7011643  48.7878958  78.56057    2
#> 146  1.675523 5.641912 -0.7011643   0.9279941  85.57283    1
#> 147  1.675523 5.641912 -0.7011643 -18.3507952  86.95583    2
#> 148  1.675523 5.641912 -0.7011643 101.7579054  54.42115    2
#> 149  1.675523 5.641912 -0.7011643  24.6569588  75.49368    2
#> 150  1.675523 5.641912 -0.7011643  -7.9259128  77.66407    1
#> 151  1.675523 5.641912 -0.7011643  43.0784489  79.64376    1
#> 152  1.675523 5.641912 -0.7011643  36.1701133  82.19816    1
#> 153  1.675523 5.641912 -0.7011643  69.1335142  71.72814    2
#> 154  1.675523 5.641912 -0.7011643  33.6016215  70.27974    1
#> 155  1.675523 5.641912 -0.7011643  70.9239936  79.51531    1
#> 156  1.675523 5.641912 -0.7011643  87.7203229  72.59223    2
#> 157  1.675523 5.641912 -0.7011643  57.1156306  72.77681    2
#> 158  1.675523 5.641912 -0.7011643  60.4126793  82.76394    1
#> 159  1.675523 5.641912 -0.7011643  92.8375220  68.19552    1
#> 160  1.675523 5.641912 -0.7011643  63.2372782  72.24436    1
#> 161  1.675523 5.641912 -0.7011643  33.9613589  75.23715    1
#> 162  1.675523 5.641912 -0.7011643  81.6248543  76.55037    2
#> 163  1.675523 5.641912 -0.7011643  19.1811051  63.10995    2
#> 164  1.675523 5.641912 -0.7011643  75.3831810  69.18568    2
#> 165  1.675523 5.641912 -0.7011643 102.6843377  77.56710    2
#> 166  1.675523 5.641912 -0.7011643   4.1677784  85.11736    1
#> 167  1.675523 5.641912 -0.7011643  54.6184949  78.90585    1
#> 168  1.675523 5.641912 -0.7011643  76.6307625  77.20472    1
#> 169  1.675523 5.641912 -0.7011643 -15.0363003  88.79087    2
#> 170  1.675523 5.641912 -0.7011643  34.1118242  67.00169    1
#> 171  1.675523 5.641912 -0.7011643  35.2179067  79.35038    1
#> 172  1.675523 5.641912 -0.7011643  64.3295332  61.19219    2
#> 173  1.675523 5.641912 -0.7011643  40.4356811  74.68001    2
#> 174  1.675523 5.641912 -0.7011643  53.1522189  79.54962    1
#> 175  1.675523 5.641912 -0.7011643  70.2934969  63.31328    1
#> 176  1.675523 5.641912 -0.7011643  59.3989841  60.12108    1
#> 177  1.675523 5.641912 -0.7011643  46.6562879  83.05199    2
#> 178  1.675523 5.641912 -0.7011643  31.2214418  66.17985    1
#> 179  1.675523 5.641912 -0.7011643  58.0454805  67.40731    1
#> 180  1.675523 5.641912 -0.7011643   8.5442654  60.64299    2
#> 181  1.675523 5.641912 -0.7011643  -8.6994540  67.61161    2
#> 182  1.675523 5.641912 -0.7011643  61.9941352  56.18405    2
#> 183  1.675523 5.641912 -0.7011643  30.1262921  76.65569    2
#> 184  1.675523 5.641912 -0.7011643  24.5441908  69.14319    2
#> 185  1.675523 5.641912 -0.7011643  50.9208933  88.10101    2
#> 186  1.675523 5.641912 -0.7011643  69.7603735  87.51329    1
#> 187  1.675523 5.641912 -0.7011643  31.0769298  57.86124    1
#> 188  1.675523 5.641912 -0.7011643  90.5089258  90.74690    2
#> 189  1.675523 5.641912 -0.7011643  21.6640120  80.99970    1
#> 190  1.675523 5.641912 -0.7011643  47.6529746  78.80285    1
#> 191  1.675523 5.641912 -0.7011643 100.8414400  87.18736    1
#> 192  1.675523 5.641912 -0.7011643  73.7435691  67.51377    2
#> 193  1.675523 5.641912 -0.7011643  82.2576758  67.84921    2
#> 194  1.675523 5.641912 -0.7011643  29.5939114  86.13265    2
#> 195  1.675523 5.641912 -0.7011643  55.1984696  83.14714    1
#> 196  1.675523 5.641912 -0.7011643  84.6325985  61.39152    1
#> 197  1.675523 5.641912 -0.7011643  31.4798259  82.13564    2
#> 198  1.675523 5.641912 -0.7011643  38.3235350  81.68327    2
#> 199  1.675523 5.641912 -0.7011643  -8.4598097  70.31626    2
#> 200  1.675523 5.641912 -0.7011643  22.6554638  91.57896    1
#> 201  1.545492 5.738489 -0.6135971 -33.4003934  69.48843    1
#> 202  1.545492 5.738489 -0.6135971  52.2460410  75.97223    1
#> 203  1.545492 5.738489 -0.6135971  50.5880517  55.38187    1
#> 204  1.545492 5.738489 -0.6135971   8.7755868  74.53357    2
#> 205  1.545492 5.738489 -0.6135971 -10.6399840  89.02478    1
#> 206  1.545492 5.738489 -0.6135971  77.9804152  69.63404    1
#> 207  1.545492 5.738489 -0.6135971 111.9523274  63.11713    1
#> 208  1.545492 5.738489 -0.6135971 124.7472852  63.77779    2
#> 209  1.545492 5.738489 -0.6135971  41.0472614 109.19664    1
#> 210  1.545492 5.738489 -0.6135971  64.0597410  77.51251    1
#> 211  1.545492 5.738489 -0.6135971  61.8963879  67.56591    2
#> 212  1.545492 5.738489 -0.6135971  37.5018346  82.30857    2
#> 213  1.545492 5.738489 -0.6135971  61.5478787  64.67103    1
#> 214  1.545492 5.738489 -0.6135971  83.1943400  82.83273    1
#> 215  1.545492 5.738489 -0.6135971  17.7022001  82.39610    2
#> 216  1.545492 5.738489 -0.6135971 -14.2484933  69.37045    2
#> 217  1.545492 5.738489 -0.6135971  53.8941794  78.87093    2
#> 218  1.545492 5.738489 -0.6135971 103.5306147  72.10062    1
#> 219  1.545492 5.738489 -0.6135971  42.7939220  65.36429    2
#> 220  1.545492 5.738489 -0.6135971  73.7937437  61.97888    2
#> 221  1.545492 5.738489 -0.6135971  48.8117668  55.55597    1
#> 222  1.545492 5.738489 -0.6135971  28.1380983  69.42380    1
#> 223  1.545492 5.738489 -0.6135971  39.3779860  80.40495    2
#> 224  1.545492 5.738489 -0.6135971  62.8854692  77.64617    2
#> 225  1.545492 5.738489 -0.6135971  72.7218939  92.21864    1
#> 226  1.545492 5.738489 -0.6135971  66.5973495  78.22719    2
#> 227  1.545492 5.738489 -0.6135971  73.8570482  62.72534    2
#> 228  1.545492 5.738489 -0.6135971  18.5894635  67.62931    1
#> 229  1.545492 5.738489 -0.6135971  68.5556038  86.50493    1
#> 230  1.545492 5.738489 -0.6135971  30.1182224  71.89803    1
#> 231  1.545492 5.738489 -0.6135971  78.3971169  69.50827    2
#> 232  1.545492 5.738489 -0.6135971  73.5007234  69.40116    1
#> 233  1.545492 5.738489 -0.6135971  28.3210675  70.92010    1
#> 234  1.545492 5.738489 -0.6135971  46.6133629  77.06448    2
#> 235  1.545492 5.738489 -0.6135971  53.2401976  85.49854    2
#> 236  1.545492 5.738489 -0.6135971  63.4793431  58.30338    2
#> 237  1.545492 5.738489 -0.6135971  59.0269030  78.85214    1
#> 238  1.545492 5.738489 -0.6135971  93.5334639  72.54020    2
#> 239  1.545492 5.738489 -0.6135971  63.8996826  77.72598    2
#> 240  1.545492 5.738489 -0.6135971  68.8411703  70.86692    1
#> 241  1.545492 5.738489 -0.6135971  46.6390668  78.55434    1
#> 242  1.545492 5.738489 -0.6135971  68.5895359  60.86947    2
#> 243  1.545492 5.738489 -0.6135971  53.9343358  93.15884    2
#> 244  1.545492 5.738489 -0.6135971 101.7444338  98.30442    2
#> 245  1.545492 5.738489 -0.6135971  27.6387148  66.01310    1
#> 246  1.545492 5.738489 -0.6135971  22.1740324  75.26732    1
#> 247  1.545492 5.738489 -0.6135971  54.3124668  67.99166    2
#> 248  1.545492 5.738489 -0.6135971  68.6880503  84.26854    1
#> 249  1.545492 5.738489 -0.6135971  32.9912889  73.10049    1
#> 250  1.545492 5.738489 -0.6135971  37.0764193  60.87192    1
#> 251  1.545492 5.738489 -0.6135971  70.3974993  77.76398    1
#> 252  1.545492 5.738489 -0.6135971  37.2197366  76.65401    2
#> 253  1.545492 5.738489 -0.6135971  14.4365256  77.64115    2
#> 254  1.545492 5.738489 -0.6135971  29.9881040  53.00732    2
#> 255  1.545492 5.738489 -0.6135971  32.7384157  72.68504    1
#> 256  1.545492 5.738489 -0.6135971 115.5606580  67.00864    1
#> 257  1.545492 5.738489 -0.6135971  13.1778779  64.47407    2
#> 258  1.545492 5.738489 -0.6135971  43.9159381  75.48144    2
#> 259  1.545492 5.738489 -0.6135971  57.4438694  82.49917    1
#> 260  1.545492 5.738489 -0.6135971  35.3357869  67.90399    1
#> 261  1.545492 5.738489 -0.6135971  93.3877659  64.53529    1
#> 262  1.545492 5.738489 -0.6135971  55.8988571  69.94468    1
#> 263  1.545492 5.738489 -0.6135971 100.8071811  73.59461    1
#> 264  1.545492 5.738489 -0.6135971  58.2207959  91.20699    1
#> 265  1.545492 5.738489 -0.6135971  76.8416269  78.71474    2
#> 266  1.545492 5.738489 -0.6135971  47.2898040  79.51328    2
#> 267  1.545492 5.738489 -0.6135971  21.6059507  74.03412    1
#> 268  1.545492 5.738489 -0.6135971  64.0007893  55.95205    1
#> 269  1.545492 5.738489 -0.6135971  45.8709065  88.91552    1
#> 270  1.545492 5.738489 -0.6135971 107.1590022  57.55893    1
#> 271  1.545492 5.738489 -0.6135971  65.0859265  65.90542    2
#> 272  1.545492 5.738489 -0.6135971 119.1018283  75.01579    1
#> 273  1.545492 5.738489 -0.6135971  55.4592815  78.29274    2
#> 274  1.545492 5.738489 -0.6135971  31.8241194  65.68231    2
#> 275  1.545492 5.738489 -0.6135971  69.6482017  68.30628    2
#> 276  1.545492 5.738489 -0.6135971  57.9246085  75.74779    1
#> 277  1.545492 5.738489 -0.6135971  22.6963639  89.12890    2
#> 278  1.545492 5.738489 -0.6135971  86.2301450  91.36398    2
#> 279  1.545492 5.738489 -0.6135971 119.0278886  72.84194    2
#> 280  1.545492 5.738489 -0.6135971  59.1657062  68.30592    2
#> 281  1.545492 5.738489 -0.6135971  11.9152188  79.51124    1
#> 282  1.545492 5.738489 -0.6135971  -5.3716411  74.44313    1
#> 283  1.545492 5.738489 -0.6135971  57.4626697  63.37160    2
#> 284  1.545492 5.738489 -0.6135971  18.2516164  80.85700    1
#> 285  1.545492 5.738489 -0.6135971  35.8143158  81.09371    1
#> 286  1.545492 5.738489 -0.6135971  40.8566944  76.68455    1
#> 287  1.545492 5.738489 -0.6135971  11.9086877  79.05337    1
#> 288  1.545492 5.738489 -0.6135971  41.5697738  71.20915    1
#> 289  1.545492 5.738489 -0.6135971  61.1172570  68.21870    1
#> 290  1.545492 5.738489 -0.6135971  53.9569722  79.28401    2
#> 291  1.545492 5.738489 -0.6135971  70.1390883  79.39509    2
#> 292  1.545492 5.738489 -0.6135971  50.2440058  78.13196    1
#> 293  1.545492 5.738489 -0.6135971  29.3641415  61.43075    1
#> 294  1.545492 5.738489 -0.6135971  43.4205986  68.31340    2
#> 295  1.545492 5.738489 -0.6135971  11.9649051  59.88530    2
#> 296  1.545492 5.738489 -0.6135971  48.1018591  45.74281    1
#> 297  1.545492 5.738489 -0.6135971  60.3230568  74.24123    2
#> 298  1.545492 5.738489 -0.6135971  49.2737025  94.60425    1
#> 299  1.545492 5.738489 -0.6135971  89.2126057  65.93396    1
#> 300  1.545492 5.738489 -0.6135971  84.6711995  55.00520    2
#> 301  1.580467 5.712877 -0.5979193  16.2966677  68.34929    2
#> 302  1.580467 5.712877 -0.5979193 -23.8738375  81.29663    1
#> 303  1.580467 5.712877 -0.5979193  37.5517212  76.96609    1
#> 304  1.580467 5.712877 -0.5979193  61.7803372  57.67100    2
#> 305  1.580467 5.712877 -0.5979193  31.7448921  74.50269    1
#> 306  1.580467 5.712877 -0.5979193 103.7553019  76.50833    2
#> 307  1.580467 5.712877 -0.5979193  68.3064419  78.66488    1
#> 308  1.580467 5.712877 -0.5979193  46.3723587  72.80769    2
#> 309  1.580467 5.712877 -0.5979193  44.2082165  88.52164    2
#> 310  1.580467 5.712877 -0.5979193  16.7410057  71.31052    1
#> 311  1.580467 5.712877 -0.5979193   4.8366902  66.14520    2
#> 312  1.580467 5.712877 -0.5979193  40.7731288  60.79451    2
#> 313  1.580467 5.712877 -0.5979193  45.5423139  81.48294    2
#> 314  1.580467 5.712877 -0.5979193  34.5441864  83.36918    1
#> 315  1.580467 5.712877 -0.5979193  80.6230295  76.44552    1
#> 316  1.580467 5.712877 -0.5979193  41.0777626  66.61761    1
#> 317  1.580467 5.712877 -0.5979193  67.2442111  62.97680    1
#> 318  1.580467 5.712877 -0.5979193  55.7534751  71.47254    1
#> 319  1.580467 5.712877 -0.5979193  23.0419496  75.92260    2
#> 320  1.580467 5.712877 -0.5979193  50.5344811  60.99439    1
#> 321  1.580467 5.712877 -0.5979193  56.6442255  70.42003    1
#> 322  1.580467 5.712877 -0.5979193  49.6816955  78.48606    2
#> 323  1.580467 5.712877 -0.5979193  42.5396571  70.92581    1
#> 324  1.580467 5.712877 -0.5979193  85.4587299  71.81209    1
#> 325  1.580467 5.712877 -0.5979193  49.7048695  71.80567    2
#> 326  1.580467 5.712877 -0.5979193  43.7052724  71.15110    1
#> 327  1.580467 5.712877 -0.5979193  25.6587367  73.88314    1
#> 328  1.580467 5.712877 -0.5979193  38.0842682  68.11214    2
#> 329  1.580467 5.712877 -0.5979193  58.0814658  79.02879    2
#> 330  1.580467 5.712877 -0.5979193  47.0620228  78.75508    2
#> 331  1.580467 5.712877 -0.5979193  75.2547281  61.06943    1
#> 332  1.580467 5.712877 -0.5979193  59.1631641  70.49261    2
#> 333  1.580467 5.712877 -0.5979193  64.8077362  75.55531    1
#> 334  1.580467 5.712877 -0.5979193  70.2267571  85.75407    2
#> 335  1.580467 5.712877 -0.5979193  78.1350880  87.25513    2
#> 336  1.580467 5.712877 -0.5979193  99.9391549  73.21560    2
#> 337  1.580467 5.712877 -0.5979193  26.8114696  69.27603    1
#> 338  1.580467 5.712877 -0.5979193  42.2920693  73.35812    1
#> 339  1.580467 5.712877 -0.5979193  11.5777747  66.92449    1
#> 340  1.580467 5.712877 -0.5979193   7.2326812  76.23257    2
#> 341  1.580467 5.712877 -0.5979193  32.0251435  64.28934    2
#> 342  1.580467 5.712877 -0.5979193   5.6848147  84.06207    2
#> 343  1.580467 5.712877 -0.5979193  17.8630157  83.72065    1
#> 344  1.580467 5.712877 -0.5979193  39.2471861  71.08365    1
#> 345  1.580467 5.712877 -0.5979193  42.3913534  78.36272    2
#> 346  1.580467 5.712877 -0.5979193  37.1359731  80.05851    1
#> 347  1.580467 5.712877 -0.5979193  70.3095886  85.66656    1
#> 348  1.580467 5.712877 -0.5979193  73.1411037  84.16674    1
#> 349  1.580467 5.712877 -0.5979193  72.2027827  67.90291    2
#> 350  1.580467 5.712877 -0.5979193  89.0892997  69.01875    1
#> 351  1.580467 5.712877 -0.5979193  38.3062060  87.58053    2
#> 352  1.580467 5.712877 -0.5979193  94.6363923  69.93447    2
#> 353  1.580467 5.712877 -0.5979193  22.1603083  70.25841    1
#> 354  1.580467 5.712877 -0.5979193  86.6445941  58.44013    1
#> 355  1.580467 5.712877 -0.5979193  63.6328470  68.47071    1
#> 356  1.580467 5.712877 -0.5979193  47.4000258  79.02593    2
#> 357  1.580467 5.712877 -0.5979193  56.8906269  78.73618    1
#> 358  1.580467 5.712877 -0.5979193 138.4604907  91.03089    2
#> 359  1.580467 5.712877 -0.5979193  34.2312321  70.08259    1
#> 360  1.580467 5.712877 -0.5979193  28.7816357  68.35925    1
#> 361  1.580467 5.712877 -0.5979193  63.6295615  74.22550    1
#> 362  1.580467 5.712877 -0.5979193  17.8966286  75.69102    1
#> 363  1.580467 5.712877 -0.5979193  65.2934670  78.64505    1
#> 364  1.580467 5.712877 -0.5979193  63.4292942  67.34958    1
#> 365  1.580467 5.712877 -0.5979193  62.0240976  72.98431    2
#> 366  1.580467 5.712877 -0.5979193 -18.8146117  71.94563    2
#> 367  1.580467 5.712877 -0.5979193  50.0382446  60.28001    2
#> 368  1.580467 5.712877 -0.5979193  38.9153391  69.05125    2
#> 369  1.580467 5.712877 -0.5979193  34.9527197  90.92124    1
#> 370  1.580467 5.712877 -0.5979193  57.3564028  81.09840    2
#> 371  1.580467 5.712877 -0.5979193   5.6676726  82.55833    2
#> 372  1.580467 5.712877 -0.5979193  -2.4178148  76.20637    2
#> 373  1.580467 5.712877 -0.5979193  35.7885424  69.99939    2
#> 374  1.580467 5.712877 -0.5979193  47.7368090  80.19972    2
#> 375  1.580467 5.712877 -0.5979193 101.4735251  69.22624    2
#> 376  1.580467 5.712877 -0.5979193  -2.2779624  71.66347    2
#> 377  1.580467 5.712877 -0.5979193  20.0816173  80.03776    1
#> 378  1.580467 5.712877 -0.5979193  86.7090448  66.93729    2
#> 379  1.580467 5.712877 -0.5979193 113.6281574  87.99688    1
#> 380  1.580467 5.712877 -0.5979193  60.5466001  73.51926    2
#> 381  1.580467 5.712877 -0.5979193  77.7692487  91.64848    1
#> 382  1.580467 5.712877 -0.5979193  53.8636442  74.24403    1
#> 383  1.580467 5.712877 -0.5979193  48.1572877  59.35281    1
#> 384  1.580467 5.712877 -0.5979193  74.3395680  71.52724    1
#> 385  1.580467 5.712877 -0.5979193  82.6948844  78.87735    2
#> 386  1.580467 5.712877 -0.5979193  46.4934373  82.17691    2
#> 387  1.580467 5.712877 -0.5979193  25.6491388  77.72397    1
#> 388  1.580467 5.712877 -0.5979193  64.7947383  65.57023    1
#> 389  1.580467 5.712877 -0.5979193  87.6883038  89.76483    2
#> 390  1.580467 5.712877 -0.5979193  36.3328494  75.40819    2
#> 391  1.580467 5.712877 -0.5979193  26.4426459  73.85141    2
#> 392  1.580467 5.712877 -0.5979193  90.8342567  66.25896    2
#> 393  1.580467 5.712877 -0.5979193  93.6867760  57.91092    2
#> 394  1.580467 5.712877 -0.5979193  36.2778295  82.04241    2
#> 395  1.580467 5.712877 -0.5979193  56.8188275  73.16254    2
#> 396  1.580467 5.712877 -0.5979193  26.4980424  85.67589    1
#> 397  1.580467 5.712877 -0.5979193  25.4763875  70.98675    1
#> 398  1.580467 5.712877 -0.5979193  83.1803210  66.45085    1
#> 399  1.580467 5.712877 -0.5979193   1.7994674  59.17247    1
#> 400  1.580467 5.712877 -0.5979193  64.4949075  76.40213    2
#> 401  1.502893 5.689521 -0.6074543  48.8215960  68.12087    2
#> 402  1.502893 5.689521 -0.6074543  77.2970093  86.06118    2
#> 403  1.502893 5.689521 -0.6074543  67.4089724  65.71332    2
#> 404  1.502893 5.689521 -0.6074543  10.3769795  73.37489    1
#> 405  1.502893 5.689521 -0.6074543  79.1553290  85.74435    1
#> 406  1.502893 5.689521 -0.6074543   7.4670103  78.70518    2
#> 407  1.502893 5.689521 -0.6074543  56.0394847  65.44270    1
#> 408  1.502893 5.689521 -0.6074543  97.3603339  84.75567    1
#> 409  1.502893 5.689521 -0.6074543  64.1091315  69.81431    1
#> 410  1.502893 5.689521 -0.6074543   5.4828970  69.17843    2
#> 411  1.502893 5.689521 -0.6074543  -1.0365617  77.92836    1
#> 412  1.502893 5.689521 -0.6074543 105.1530363  58.76622    2
#> 413  1.502893 5.689521 -0.6074543  36.2081348  86.51888    1
#> 414  1.502893 5.689521 -0.6074543 100.7910554  72.30377    2
#> 415  1.502893 5.689521 -0.6074543 121.8033519  64.49824    2
#> 416  1.502893 5.689521 -0.6074543  80.7673520  79.15892    2
#> 417  1.502893 5.689521 -0.6074543  37.8666953  81.64906    2
#> 418  1.502893 5.689521 -0.6074543 115.5883876  72.47664    2
#> 419  1.502893 5.689521 -0.6074543  35.2369749  70.77398    1
#> 420  1.502893 5.689521 -0.6074543  64.1711223  81.17435    1
#> 421  1.502893 5.689521 -0.6074543  80.7895090  83.24437    1
#> 422  1.502893 5.689521 -0.6074543  21.7869881  66.29985    1
#> 423  1.502893 5.689521 -0.6074543  12.4926991  85.17995    2
#> 424  1.502893 5.689521 -0.6074543 100.3907484  63.01031    2
#> 425  1.502893 5.689521 -0.6074543  87.0887229  78.85374    1
#> 426  1.502893 5.689521 -0.6074543  25.1379799  73.96496    2
#> 427  1.502893 5.689521 -0.6074543  49.5239715  67.28242    1
#> 428  1.502893 5.689521 -0.6074543  88.7792321  79.57532    1
#> 429  1.502893 5.689521 -0.6074543  27.6786417  50.07289    2
#> 430  1.502893 5.689521 -0.6074543  39.2307194  71.84089    1
#> 431  1.502893 5.689521 -0.6074543  24.7497391  59.53040    1
#> 432  1.502893 5.689521 -0.6074543  41.3796076  91.30726    1
#> 433  1.502893 5.689521 -0.6074543  15.7437413  60.97164    1
#> 434  1.502893 5.689521 -0.6074543  49.3700152  87.90514    2
#> 435  1.502893 5.689521 -0.6074543  85.1566041  70.45287    2
#> 436  1.502893 5.689521 -0.6074543  40.6560199  71.09065    2
#> 437  1.502893 5.689521 -0.6074543  51.7926315  80.52528    1
#> 438  1.502893 5.689521 -0.6074543  21.9143343  90.76348    2
#> 439  1.502893 5.689521 -0.6074543  51.8020419  67.59027    1
#> 440  1.502893 5.689521 -0.6074543  16.6322957  68.55139    2
#> 441  1.502893 5.689521 -0.6074543  83.6203837  70.68124    1
#> 442  1.502893 5.689521 -0.6074543   0.5211994  77.24136    2
#> 443  1.502893 5.689521 -0.6074543  68.5951856  91.48323    1
#> 444  1.502893 5.689521 -0.6074543  43.1520866  76.30536    1
#> 445  1.502893 5.689521 -0.6074543  50.3386316  65.44094    2
#> 446  1.502893 5.689521 -0.6074543  -5.5620422  66.74062    2
#> 447  1.502893 5.689521 -0.6074543  36.6958235  75.55218    1
#> 448  1.502893 5.689521 -0.6074543  50.5999862  70.92480    1
#> 449  1.502893 5.689521 -0.6074543  33.7248448  63.47388    1
#> 450  1.502893 5.689521 -0.6074543  56.8412586  69.62838    1
#> 451  1.502893 5.689521 -0.6074543  41.5039976  42.87558    2
#> 452  1.502893 5.689521 -0.6074543  34.6840120  94.67629    2
#> 453  1.502893 5.689521 -0.6074543  66.7908719  85.49509    2
#> 454  1.502893 5.689521 -0.6074543  61.4085644  60.53623    1
#> 455  1.502893 5.689521 -0.6074543  20.3101447  63.61028    2
#> 456  1.502893 5.689521 -0.6074543  23.9141255  63.56250    1
#> 457  1.502893 5.689521 -0.6074543  33.5839449  52.95806    1
#> 458  1.502893 5.689521 -0.6074543  84.6397334  78.41237    2
#> 459  1.502893 5.689521 -0.6074543  44.8334456  71.30109    1
#> 460  1.502893 5.689521 -0.6074543  27.2349995  72.89661    2
#> 461  1.502893 5.689521 -0.6074543  91.2514376  91.89839    2
#> 462  1.502893 5.689521 -0.6074543  37.6097072  81.34729    1
#> 463  1.502893 5.689521 -0.6074543  68.5254907  72.04929    2
#> 464  1.502893 5.689521 -0.6074543  38.5642150  69.13123    1
#> 465  1.502893 5.689521 -0.6074543  44.1594360  77.51596    2
#> 466  1.502893 5.689521 -0.6074543  57.0717274  80.17189    2
#> 467  1.502893 5.689521 -0.6074543  95.9455509  74.75328    2
#> 468  1.502893 5.689521 -0.6074543  42.9920799  92.50767    1
#> 469  1.502893 5.689521 -0.6074543  55.7102276  75.72940    2
#> 470  1.502893 5.689521 -0.6074543  60.8177462  69.03698    2
#> 471  1.502893 5.689521 -0.6074543  55.3605893  66.34895    1
#> 472  1.502893 5.689521 -0.6074543  56.7559825  75.28003    2
#> 473  1.502893 5.689521 -0.6074543  25.4328185  73.75857    1
#> 474  1.502893 5.689521 -0.6074543  -6.8916878  88.03803    2
#> 475  1.502893 5.689521 -0.6074543  33.4832529  75.73123    2
#> 476  1.502893 5.689521 -0.6074543  52.0521677  80.03295    1
#> 477  1.502893 5.689521 -0.6074543  25.4914503  82.94275    1
#> 478  1.502893 5.689521 -0.6074543 100.9890496  77.45985    1
#> 479  1.502893 5.689521 -0.6074543  25.5156151  91.88302    1
#> 480  1.502893 5.689521 -0.6074543  43.6078125  57.43117    1
#> 481  1.502893 5.689521 -0.6074543  37.0091877  79.48740    2
#> 482  1.502893 5.689521 -0.6074543  11.8107388  64.78770    1
#> 483  1.502893 5.689521 -0.6074543  44.3389759  71.14324    2
#> 484  1.502893 5.689521 -0.6074543  54.9898805  73.64347    1
#> 485  1.502893 5.689521 -0.6074543  71.7998793  69.11348    1
#> 486  1.502893 5.689521 -0.6074543  -5.6880456  71.73435    2
#> 487  1.502893 5.689521 -0.6074543  79.1445668  69.27310    1
#> 488  1.502893 5.689521 -0.6074543  12.9249574  78.46686    2
#> 489  1.502893 5.689521 -0.6074543  27.5346015  67.62387    1
#> 490  1.502893 5.689521 -0.6074543  62.8966610  76.51829    2
#> 491  1.502893 5.689521 -0.6074543  32.0787529  68.94991    2
#> 492  1.502893 5.689521 -0.6074543  25.1917260  70.99306    2
#> 493  1.502893 5.689521 -0.6074543  54.4621512  70.62260    2
#> 494  1.502893 5.689521 -0.6074543  -2.2871236  80.68376    1
#> 495  1.502893 5.689521 -0.6074543  27.2894531  58.62351    1
#> 496  1.502893 5.689521 -0.6074543  74.5977013  88.26263    2
#> 497  1.502893 5.689521 -0.6074543  92.4308992  74.24270    2
#> 498  1.502893 5.689521 -0.6074543  55.8268794  89.50048    1
#> 499  1.502893 5.689521 -0.6074543  89.4983796  61.30342    2
#> 500  1.502893 5.689521 -0.6074543  79.8213569  76.81988    1
#> 501  1.711988 5.725951 -0.7203709  38.1678563  67.56115    2
#> 502  1.711988 5.725951 -0.7203709  61.0698769  58.17179    1
#> 503  1.711988 5.725951 -0.7203709  41.7382042  64.26612    1
#> 504  1.711988 5.725951 -0.7203709  33.8740280  69.33690    1
#> 505  1.711988 5.725951 -0.7203709  23.5953740  61.72238    1
#> 506  1.711988 5.725951 -0.7203709  13.3422225  52.87255    2
#> 507  1.711988 5.725951 -0.7203709  74.0383804  62.03574    1
#> 508  1.711988 5.725951 -0.7203709  93.0192305  70.91276    2
#> 509  1.711988 5.725951 -0.7203709  89.0049567  70.15547    2
#> 510  1.711988 5.725951 -0.7203709  43.5291243  91.50177    1
#> 511  1.711988 5.725951 -0.7203709  23.5393253  81.96101    2
#> 512  1.711988 5.725951 -0.7203709  40.9925587  57.60091    2
#> 513  1.711988 5.725951 -0.7203709  34.9704160  60.84323    2
#> 514  1.711988 5.725951 -0.7203709  59.9235702  88.99702    2
#> 515  1.711988 5.725951 -0.7203709  98.3658578  86.42595    1
#> 516  1.711988 5.725951 -0.7203709  50.7422608  92.09375    2
#> 517  1.711988 5.725951 -0.7203709  41.9356043  65.47800    1
#> 518  1.711988 5.725951 -0.7203709  69.2871008  72.68478    1
#> 519  1.711988 5.725951 -0.7203709  49.4730857  66.81432    2
#> 520  1.711988 5.725951 -0.7203709  44.8791520  70.87674    2
#> 521  1.711988 5.725951 -0.7203709  20.4638474  95.53771    2
#> 522  1.711988 5.725951 -0.7203709  32.3751288  83.15449    2
#> 523  1.711988 5.725951 -0.7203709  77.5845632  65.59434    1
#> 524  1.711988 5.725951 -0.7203709  56.7236110  85.66398    1
#> 525  1.711988 5.725951 -0.7203709  32.1085930  79.47297    1
#> 526  1.711988 5.725951 -0.7203709  46.5107080  75.75487    2
#> 527  1.711988 5.725951 -0.7203709  78.9429857  66.73803    1
#> 528  1.711988 5.725951 -0.7203709  31.0490558  83.34998    2
#> 529  1.711988 5.725951 -0.7203709  40.9829803  90.16081    2
#> 530  1.711988 5.725951 -0.7203709  43.9492312  80.31310    1
#> 531  1.711988 5.725951 -0.7203709  65.5490888  88.77697    2
#> 532  1.711988 5.725951 -0.7203709  56.2680938  90.90554    2
#> 533  1.711988 5.725951 -0.7203709  14.4686365  80.42169    1
#> 534  1.711988 5.725951 -0.7203709  70.2907813  80.47309    1
#> 535  1.711988 5.725951 -0.7203709  57.4804485  75.33315    1
#> 536  1.711988 5.725951 -0.7203709  66.0948896  89.54032    1
#> 537  1.711988 5.725951 -0.7203709   3.1032846  87.89076    2
#> 538  1.711988 5.725951 -0.7203709  44.2139073  84.02920    1
#> 539  1.711988 5.725951 -0.7203709  48.2643368  78.79437    2
#> 540  1.711988 5.725951 -0.7203709  74.8756724  61.15289    1
#> 541  1.711988 5.725951 -0.7203709   8.1327649  71.72132    2
#> 542  1.711988 5.725951 -0.7203709  16.5980966  64.94069    1
#> 543  1.711988 5.725951 -0.7203709  43.9312413  51.69354    1
#> 544  1.711988 5.725951 -0.7203709 -17.1351407  94.42809    1
#> 545  1.711988 5.725951 -0.7203709  53.1464554  83.92699    1
#> 546  1.711988 5.725951 -0.7203709  81.4527982  74.55878    2
#> 547  1.711988 5.725951 -0.7203709  10.1989198  87.76708    2
#> 548  1.711988 5.725951 -0.7203709  21.5496443  83.67005    2
#> 549  1.711988 5.725951 -0.7203709  34.7187279  81.54692    1
#> 550  1.711988 5.725951 -0.7203709  27.5386247  57.54349    2
#> 551  1.711988 5.725951 -0.7203709  14.6024354  78.74788    2
#> 552  1.711988 5.725951 -0.7203709  27.5903823  56.68944    1
#> 553  1.711988 5.725951 -0.7203709  72.5185564  91.10584    1
#> 554  1.711988 5.725951 -0.7203709  44.3002781  81.56935    2
#> 555  1.711988 5.725951 -0.7203709 139.1363422  82.74588    2
#> 556  1.711988 5.725951 -0.7203709  65.8100955  81.94809    1
#> 557  1.711988 5.725951 -0.7203709  50.6868391  72.21063    1
#> 558  1.711988 5.725951 -0.7203709  39.6543078  77.29151    2
#> 559  1.711988 5.725951 -0.7203709  83.1524478  55.31793    2
#> 560  1.711988 5.725951 -0.7203709  28.9030084  66.02987    1
#> 561  1.711988 5.725951 -0.7203709  74.8964861  81.14713    2
#> 562  1.711988 5.725951 -0.7203709  59.0149196  65.04019    1
#> 563  1.711988 5.725951 -0.7203709  30.3298336  79.68335    2
#> 564  1.711988 5.725951 -0.7203709  57.7948403  75.82379    1
#> 565  1.711988 5.725951 -0.7203709  34.2990000  86.36872    2
#> 566  1.711988 5.725951 -0.7203709   2.6535279  87.72225    2
#> 567  1.711988 5.725951 -0.7203709  37.6268290  74.39190    2
#> 568  1.711988 5.725951 -0.7203709  63.9340344  65.42419    2
#> 569  1.711988 5.725951 -0.7203709  58.9164769  45.08214    2
#> 570  1.711988 5.725951 -0.7203709  92.0016020  83.70186    1
#> 571  1.711988 5.725951 -0.7203709  61.7224060  79.23864    2
#> 572  1.711988 5.725951 -0.7203709  96.1235032  83.73479    2
#> 573  1.711988 5.725951 -0.7203709  68.5533210  59.05651    1
#> 574  1.711988 5.725951 -0.7203709  -3.6102436  50.09141    1
#> 575  1.711988 5.725951 -0.7203709  76.0941103  72.03348    2
#> 576  1.711988 5.725951 -0.7203709 104.4106457  75.32516    2
#> 577  1.711988 5.725951 -0.7203709  41.2928074  69.04815    1
#> 578  1.711988 5.725951 -0.7203709  65.2797569  74.49533    1
#> 579  1.711988 5.725951 -0.7203709  26.3265850  81.18398    2
#> 580  1.711988 5.725951 -0.7203709  65.5588529  68.91393    2
#> 581  1.711988 5.725951 -0.7203709  47.0697497  74.72187    1
#> 582  1.711988 5.725951 -0.7203709  87.2450727  94.10999    1
#> 583  1.711988 5.725951 -0.7203709  61.2502113  80.00009    2
#> 584  1.711988 5.725951 -0.7203709  89.2007650  58.09223    1
#> 585  1.711988 5.725951 -0.7203709   9.9740886  80.09600    1
#> 586  1.711988 5.725951 -0.7203709  73.9157460  74.08366    2
#> 587  1.711988 5.725951 -0.7203709  14.4160082  89.42311    1
#> 588  1.711988 5.725951 -0.7203709  64.4259505  63.68825    2
#> 589  1.711988 5.725951 -0.7203709 107.6692892  70.25459    1
#> 590  1.711988 5.725951 -0.7203709  97.0398311  75.44392    2
#> 591  1.711988 5.725951 -0.7203709 -18.6333110  58.40089    1
#> 592  1.711988 5.725951 -0.7203709  39.5946897  84.11830    2
#> 593  1.711988 5.725951 -0.7203709  20.6417920  73.83552    2
#> 594  1.711988 5.725951 -0.7203709  56.4086735  68.10451    1
#> 595  1.711988 5.725951 -0.7203709  85.1042630  66.95012    1
#> 596  1.711988 5.725951 -0.7203709  50.6295988  87.69661    1
#> 597  1.711988 5.725951 -0.7203709  36.9343237  68.84028    1
#> 598  1.711988 5.725951 -0.7203709  71.1503605  87.67769    1
#> 599  1.711988 5.725951 -0.7203709  56.5924449  81.06348    1
#> 600  1.711988 5.725951 -0.7203709  93.5501107  88.95669    1
#> 601  1.628567 5.654370 -0.6575135  18.9083599  82.84332    1
#> 602  1.628567 5.654370 -0.6575135  82.7940905  69.87248    2
#> 603  1.628567 5.654370 -0.6575135  45.9641247  69.22075    2
#> 604  1.628567 5.654370 -0.6575135  54.6802925  78.95279    1
#> 605  1.628567 5.654370 -0.6575135 107.1581579  62.13559    2
#> 606  1.628567 5.654370 -0.6575135  53.1915408  62.58662    1
#> 607  1.628567 5.654370 -0.6575135  53.7586208  57.37826    2
#> 608  1.628567 5.654370 -0.6575135  11.4903880  76.88262    1
#> 609  1.628567 5.654370 -0.6575135  42.9730652  76.14662    2
#> 610  1.628567 5.654370 -0.6575135  49.4591203  61.76904    2
#> 611  1.628567 5.654370 -0.6575135  78.8073818  79.18351    1
#> 612  1.628567 5.654370 -0.6575135  50.8429855  84.85734    2
#> 613  1.628567 5.654370 -0.6575135  49.4230911  80.54065    2
#> 614  1.628567 5.654370 -0.6575135  35.8725616  73.61357    2
#> 615  1.628567 5.654370 -0.6575135  73.8953130  87.20300    1
#> 616  1.628567 5.654370 -0.6575135  48.5112541  78.58745    1
#> 617  1.628567 5.654370 -0.6575135  41.2691503  77.56750    1
#> 618  1.628567 5.654370 -0.6575135  -2.5952400  52.72300    1
#> 619  1.628567 5.654370 -0.6575135  37.7309015  82.54988    1
#> 620  1.628567 5.654370 -0.6575135  30.3568403  73.26848    2
#> 621  1.628567 5.654370 -0.6575135  74.6840163  69.20581    2
#> 622  1.628567 5.654370 -0.6575135  57.2935950  59.50570    1
#> 623  1.628567 5.654370 -0.6575135  46.0448889  76.42029    2
#> 624  1.628567 5.654370 -0.6575135  26.0374982  88.97144    1
#> 625  1.628567 5.654370 -0.6575135 107.5539884  73.40860    1
#> 626  1.628567 5.654370 -0.6575135  76.0932271  64.01009    2
#> 627  1.628567 5.654370 -0.6575135  15.2618979  85.87639    1
#> 628  1.628567 5.654370 -0.6575135  26.9130546  81.09287    1
#> 629  1.628567 5.654370 -0.6575135  19.6257044  66.16867    1
#> 630  1.628567 5.654370 -0.6575135  27.6237559  83.07571    1
#> 631  1.628567 5.654370 -0.6575135   3.0788206  72.64991    1
#> 632  1.628567 5.654370 -0.6575135  83.9619254  70.62216    2
#> 633  1.628567 5.654370 -0.6575135  27.2919447  69.19040    1
#> 634  1.628567 5.654370 -0.6575135  70.9313798  85.46613    2
#> 635  1.628567 5.654370 -0.6575135  23.8187421  80.40937    2
#> 636  1.628567 5.654370 -0.6575135  59.3970342  79.11208    1
#> 637  1.628567 5.654370 -0.6575135  42.5267742  87.02663    2
#> 638  1.628567 5.654370 -0.6575135 109.4385054  73.75556    2
#> 639  1.628567 5.654370 -0.6575135  68.4397881  76.30425    1
#> 640  1.628567 5.654370 -0.6575135  75.7222837  82.39713    2
#> 641  1.628567 5.654370 -0.6575135  16.5044967  78.43945    2
#> 642  1.628567 5.654370 -0.6575135  66.1861109  79.22025    2
#> 643  1.628567 5.654370 -0.6575135  52.7481347  63.74457    2
#> 644  1.628567 5.654370 -0.6575135  37.2365634  71.05619    1
#> 645  1.628567 5.654370 -0.6575135  46.9804983  56.89054    2
#> 646  1.628567 5.654370 -0.6575135  50.2229018  77.10394    2
#> 647  1.628567 5.654370 -0.6575135  16.0139501  61.53448    1
#> 648  1.628567 5.654370 -0.6575135  41.5563797  65.99968    2
#> 649  1.628567 5.654370 -0.6575135  70.9674950  69.01587    1
#> 650  1.628567 5.654370 -0.6575135  55.6625466  82.58803    2
#> 651  1.628567 5.654370 -0.6575135  42.0096291  78.35425    1
#> 652  1.628567 5.654370 -0.6575135 117.8812335  77.27629    2
#> 653  1.628567 5.654370 -0.6575135  61.6658650  72.08551    1
#> 654  1.628567 5.654370 -0.6575135  -0.8736160  92.49828    2
#> 655  1.628567 5.654370 -0.6575135  80.5603108  75.62488    2
#> 656  1.628567 5.654370 -0.6575135  48.1762269  64.89065    2
#> 657  1.628567 5.654370 -0.6575135  12.9968319  65.07000    1
#> 658  1.628567 5.654370 -0.6575135   2.8313131  90.66089    2
#> 659  1.628567 5.654370 -0.6575135  70.0881641  62.61839    1
#> 660  1.628567 5.654370 -0.6575135 -33.8810337  64.19400    2
#> 661  1.628567 5.654370 -0.6575135  39.9661974  68.44032    2
#> 662  1.628567 5.654370 -0.6575135  31.3170364  75.73101    1
#> 663  1.628567 5.654370 -0.6575135  44.0024332  68.82384    2
#> 664  1.628567 5.654370 -0.6575135  36.7898696  68.25944    2
#> 665  1.628567 5.654370 -0.6575135 107.5733367  68.19207    2
#> 666  1.628567 5.654370 -0.6575135  68.0743864  63.00673    2
#> 667  1.628567 5.654370 -0.6575135  68.3035899  89.13444    2
#> 668  1.628567 5.654370 -0.6575135  46.1511899  71.02200    2
#> 669  1.628567 5.654370 -0.6575135  53.2178875  56.93658    2
#> 670  1.628567 5.654370 -0.6575135 -32.8588747  67.34866    2
#> 671  1.628567 5.654370 -0.6575135  43.5265993  86.60459    1
#> 672  1.628567 5.654370 -0.6575135  35.3250016  80.49457    2
#> 673  1.628567 5.654370 -0.6575135 132.4481604  87.69892    1
#> 674  1.628567 5.654370 -0.6575135  53.0284456  75.10771    2
#> 675  1.628567 5.654370 -0.6575135  72.9444754  58.12782    1
#> 676  1.628567 5.654370 -0.6575135  26.9975412  80.05722    2
#> 677  1.628567 5.654370 -0.6575135  36.8695056  98.52606    2
#> 678  1.628567 5.654370 -0.6575135  69.6609769  94.47954    1
#> 679  1.628567 5.654370 -0.6575135  25.0991472  84.40522    2
#> 680  1.628567 5.654370 -0.6575135  41.9468910  75.74272    1
#> 681  1.628567 5.654370 -0.6575135  20.8472512  83.97757    2
#> 682  1.628567 5.654370 -0.6575135  15.1525928  85.26197    1
#> 683  1.628567 5.654370 -0.6575135  29.9811042  52.37819    1
#> 684  1.628567 5.654370 -0.6575135  35.2479815  65.28672    1
#> 685  1.628567 5.654370 -0.6575135  55.8575273  64.93605    1
#> 686  1.628567 5.654370 -0.6575135  46.1190677  70.03628    1
#> 687  1.628567 5.654370 -0.6575135  58.2830057  71.94772    2
#> 688  1.628567 5.654370 -0.6575135  85.9325796  52.10738    1
#> 689  1.628567 5.654370 -0.6575135  81.0811061  70.93935    2
#> 690  1.628567 5.654370 -0.6575135  90.7740977  86.39420    1
#> 691  1.628567 5.654370 -0.6575135  80.5749599  91.67558    1
#> 692  1.628567 5.654370 -0.6575135  18.3214023  84.10786    2
#> 693  1.628567 5.654370 -0.6575135  50.2634173  71.34296    1
#> 694  1.628567 5.654370 -0.6575135  -9.2522554  78.23080    1
#> 695  1.628567 5.654370 -0.6575135  87.1693570  71.12958    1
#> 696  1.628567 5.654370 -0.6575135  95.4192058  79.23869    2
#> 697  1.628567 5.654370 -0.6575135   7.2926188  78.66146    2
#> 698  1.628567 5.654370 -0.6575135   4.8827826 103.71042    2
#> 699  1.628567 5.654370 -0.6575135  35.2762761  73.13650    2
#> 700  1.628567 5.654370 -0.6575135  31.6385434  73.79821    1
#> 701  1.568641 5.714382 -0.7187169   4.3862902  89.41130    2
#> 702  1.568641 5.714382 -0.7187169  29.6476474  77.60050    2
#> 703  1.568641 5.714382 -0.7187169   7.0213876  86.83642    2
#> 704  1.568641 5.714382 -0.7187169   9.5118652  68.27226    1
#> 705  1.568641 5.714382 -0.7187169  42.1259745  71.98352    2
#> 706  1.568641 5.714382 -0.7187169  73.2122235  69.81875    1
#> 707  1.568641 5.714382 -0.7187169  86.7027792  77.46672    2
#> 708  1.568641 5.714382 -0.7187169  91.0971639  78.11554    1
#> 709  1.568641 5.714382 -0.7187169  58.0830884  71.50048    2
#> 710  1.568641 5.714382 -0.7187169  37.0587768  76.60951    1
#> 711  1.568641 5.714382 -0.7187169  35.7099942  67.75827    1
#> 712  1.568641 5.714382 -0.7187169  56.8209016  59.88464    2
#> 713  1.568641 5.714382 -0.7187169  69.0604872  67.06852    2
#> 714  1.568641 5.714382 -0.7187169  69.7451362  81.98099    1
#> 715  1.568641 5.714382 -0.7187169  77.8364665  71.37878    1
#> 716  1.568641 5.714382 -0.7187169  19.6222663  78.43239    1
#> 717  1.568641 5.714382 -0.7187169  42.5694293  70.28217    2
#> 718  1.568641 5.714382 -0.7187169  90.0898872  65.33551    1
#> 719  1.568641 5.714382 -0.7187169  61.4365029  74.21749    1
#> 720  1.568641 5.714382 -0.7187169  96.8052970  76.24192    1
#> 721  1.568641 5.714382 -0.7187169  73.0402787  71.01772    2
#> 722  1.568641 5.714382 -0.7187169  33.4467777  74.08305    1
#> 723  1.568641 5.714382 -0.7187169  46.6144377  95.23591    2
#> 724  1.568641 5.714382 -0.7187169  53.3733455  75.33384    1
#> 725  1.568641 5.714382 -0.7187169  10.9778305  48.31491    2
#> 726  1.568641 5.714382 -0.7187169  23.8924573  87.92331    2
#> 727  1.568641 5.714382 -0.7187169  76.4078263  73.94247    1
#> 728  1.568641 5.714382 -0.7187169  31.5762808  59.15820    1
#> 729  1.568641 5.714382 -0.7187169   6.7104129  96.56197    1
#> 730  1.568641 5.714382 -0.7187169  79.3195285  80.77408    1
#> 731  1.568641 5.714382 -0.7187169 -28.3353878  68.22983    2
#> 732  1.568641 5.714382 -0.7187169  67.4295155  83.25717    1
#> 733  1.568641 5.714382 -0.7187169  64.3079145  58.77369    1
#> 734  1.568641 5.714382 -0.7187169  71.1403579  75.98192    2
#> 735  1.568641 5.714382 -0.7187169  89.5590335  76.42924    1
#> 736  1.568641 5.714382 -0.7187169  57.8191488  79.79139    2
#> 737  1.568641 5.714382 -0.7187169  11.1080731  71.21112    1
#> 738  1.568641 5.714382 -0.7187169  51.3348956  73.21401    1
#> 739  1.568641 5.714382 -0.7187169  79.1653337  78.88980    2
#> 740  1.568641 5.714382 -0.7187169  30.6420457  68.93621    1
#> 741  1.568641 5.714382 -0.7187169  -3.0512450  92.29634    1
#> 742  1.568641 5.714382 -0.7187169  69.8573389  71.13959    2
#> 743  1.568641 5.714382 -0.7187169  32.8850272  67.04577    2
#> 744  1.568641 5.714382 -0.7187169  51.0458458  71.73215    1
#> 745  1.568641 5.714382 -0.7187169  73.6786942  77.12900    1
#> 746  1.568641 5.714382 -0.7187169  31.1736141  71.92430    2
#> 747  1.568641 5.714382 -0.7187169  25.5612587  89.60676    1
#> 748  1.568641 5.714382 -0.7187169  -8.6963567  89.46077    1
#> 749  1.568641 5.714382 -0.7187169 -26.6067751  66.57096    2
#> 750  1.568641 5.714382 -0.7187169  57.2505420  70.30214    2
#> 751  1.568641 5.714382 -0.7187169 111.9767656  75.56339    2
#> 752  1.568641 5.714382 -0.7187169  76.0573053  60.96074    2
#> 753  1.568641 5.714382 -0.7187169  29.0669531  90.51543    2
#> 754  1.568641 5.714382 -0.7187169  57.1668329  79.69982    1
#> 755  1.568641 5.714382 -0.7187169  27.8484795  66.73348    2
#> 756  1.568641 5.714382 -0.7187169  85.4876148  74.22296    1
#> 757  1.568641 5.714382 -0.7187169 100.0837299  81.90151    1
#> 758  1.568641 5.714382 -0.7187169  46.0227120  89.35422    1
#> 759  1.568641 5.714382 -0.7187169 126.7902588  77.66575    1
#> 760  1.568641 5.714382 -0.7187169  19.1071394  80.77951    1
#> 761  1.568641 5.714382 -0.7187169  51.4319091  60.24571    2
#> 762  1.568641 5.714382 -0.7187169  65.6309065  84.63769    1
#> 763  1.568641 5.714382 -0.7187169 -13.2733730  83.71288    1
#> 764  1.568641 5.714382 -0.7187169  85.4482930  67.45798    1
#> 765  1.568641 5.714382 -0.7187169  55.1923811  92.04469    1
#> 766  1.568641 5.714382 -0.7187169  98.7165155  65.93427    2
#> 767  1.568641 5.714382 -0.7187169  65.5019725 103.28612    1
#> 768  1.568641 5.714382 -0.7187169  39.5002933  72.03163    1
#> 769  1.568641 5.714382 -0.7187169  42.5374292  82.07576    2
#> 770  1.568641 5.714382 -0.7187169  36.5696566  71.51964    1
#> 771  1.568641 5.714382 -0.7187169  81.3982645  79.04510    1
#> 772  1.568641 5.714382 -0.7187169  60.8786617  79.28927    1
#> 773  1.568641 5.714382 -0.7187169  70.7373746  83.19576    1
#> 774  1.568641 5.714382 -0.7187169  15.5478298  60.57505    2
#> 775  1.568641 5.714382 -0.7187169  72.9746357  81.74383    1
#> 776  1.568641 5.714382 -0.7187169  65.9319263  72.78060    2
#> 777  1.568641 5.714382 -0.7187169  88.3867317  63.68846    1
#> 778  1.568641 5.714382 -0.7187169  77.0011194  68.88250    1
#> 779  1.568641 5.714382 -0.7187169  85.8057743  64.98303    2
#> 780  1.568641 5.714382 -0.7187169  35.9705319  83.73558    1
#> 781  1.568641 5.714382 -0.7187169  67.3304997  86.84455    1
#> 782  1.568641 5.714382 -0.7187169  21.9524555  76.27415    1
#> 783  1.568641 5.714382 -0.7187169  -5.6352245  72.94603    2
#> 784  1.568641 5.714382 -0.7187169  52.3692116  71.22825    1
#> 785  1.568641 5.714382 -0.7187169  56.9827483  68.32436    2
#> 786  1.568641 5.714382 -0.7187169  74.3243768  91.43702    2
#> 787  1.568641 5.714382 -0.7187169  34.5160055  64.07231    1
#> 788  1.568641 5.714382 -0.7187169   2.9245152  80.98718    1
#> 789  1.568641 5.714382 -0.7187169  63.5431682  75.46948    1
#> 790  1.568641 5.714382 -0.7187169  21.2252373  61.52853    2
#> 791  1.568641 5.714382 -0.7187169  55.4826231  79.48380    2
#> 792  1.568641 5.714382 -0.7187169  54.4993559  70.46917    1
#> 793  1.568641 5.714382 -0.7187169  39.9538887  70.01352    1
#> 794  1.568641 5.714382 -0.7187169  52.8213303  75.21188    1
#> 795  1.568641 5.714382 -0.7187169  17.8784484  62.71215    1
#> 796  1.568641 5.714382 -0.7187169  69.1486342  69.49095    1
#> 797  1.568641 5.714382 -0.7187169 125.4859552  84.44350    1
#> 798  1.568641 5.714382 -0.7187169  77.9492961  77.33112    2
#> 799  1.568641 5.714382 -0.7187169  68.8333714  79.99650    1
#> 800  1.568641 5.714382 -0.7187169  63.1181812  67.00761    2
#> 801  1.594774 5.677932 -0.6437694  48.9974492  92.48121    2
#> 802  1.594774 5.677932 -0.6437694   9.2847128  81.37087    1
#> 803  1.594774 5.677932 -0.6437694  82.0302547  74.46283    2
#> 804  1.594774 5.677932 -0.6437694  53.7474361  78.08095    2
#> 805  1.594774 5.677932 -0.6437694  39.8132325  66.69704    1
#> 806  1.594774 5.677932 -0.6437694  58.5431310  79.77195    2
#> 807  1.594774 5.677932 -0.6437694  61.1797465  68.79759    1
#> 808  1.594774 5.677932 -0.6437694   2.6978623  65.68119    2
#> 809  1.594774 5.677932 -0.6437694  -2.9959481  74.07861    1
#> 810  1.594774 5.677932 -0.6437694  69.9499963  69.34748    1
#> 811  1.594774 5.677932 -0.6437694  23.1748838  68.48503    1
#> 812  1.594774 5.677932 -0.6437694 102.2255108  79.73994    2
#> 813  1.594774 5.677932 -0.6437694  24.4305703 100.22706    1
#> 814  1.594774 5.677932 -0.6437694  19.7481336  62.37810    2
#> 815  1.594774 5.677932 -0.6437694  96.4547470  68.61734    1
#> 816  1.594774 5.677932 -0.6437694 101.9418487  82.11478    2
#> 817  1.594774 5.677932 -0.6437694  86.4950177  68.86499    1
#> 818  1.594774 5.677932 -0.6437694  53.5351294  83.71468    1
#> 819  1.594774 5.677932 -0.6437694  60.2350748  74.95739    1
#> 820  1.594774 5.677932 -0.6437694  27.6376304  63.64001    2
#> 821  1.594774 5.677932 -0.6437694  76.6861986  72.81275    1
#> 822  1.594774 5.677932 -0.6437694 103.7663980  68.50690    2
#> 823  1.594774 5.677932 -0.6437694  36.1422701  59.36458    2
#> 824  1.594774 5.677932 -0.6437694  59.4754314  76.26514    1
#> 825  1.594774 5.677932 -0.6437694   9.6426331  79.35209    2
#> 826  1.594774 5.677932 -0.6437694  26.4151406  64.25640    1
#> 827  1.594774 5.677932 -0.6437694  96.3884253  70.78145    2
#> 828  1.594774 5.677932 -0.6437694  51.9134774  71.69811    1
#> 829  1.594774 5.677932 -0.6437694  68.7467603  75.20190    1
#> 830  1.594774 5.677932 -0.6437694  89.6591600  82.50803    1
#> 831  1.594774 5.677932 -0.6437694  49.9007763  59.16145    2
#> 832  1.594774 5.677932 -0.6437694  59.2548039  75.33259    1
#> 833  1.594774 5.677932 -0.6437694  60.0082121  70.27023    1
#> 834  1.594774 5.677932 -0.6437694  98.4688321  76.05810    2
#> 835  1.594774 5.677932 -0.6437694  39.4437763  77.66308    2
#> 836  1.594774 5.677932 -0.6437694  98.8925745  82.04197    1
#> 837  1.594774 5.677932 -0.6437694  35.4873664  71.06575    1
#> 838  1.594774 5.677932 -0.6437694  96.4278063  67.67618    1
#> 839  1.594774 5.677932 -0.6437694 115.1815537  84.49771    2
#> 840  1.594774 5.677932 -0.6437694  43.9022059  80.77810    2
#> 841  1.594774 5.677932 -0.6437694  94.6970963  82.54843    2
#> 842  1.594774 5.677932 -0.6437694  68.2905300  81.19173    1
#> 843  1.594774 5.677932 -0.6437694  70.4618488  75.03386    1
#> 844  1.594774 5.677932 -0.6437694  65.3453406  72.85415    2
#> 845  1.594774 5.677932 -0.6437694   8.5493994  67.85077    1
#> 846  1.594774 5.677932 -0.6437694  26.1536808  82.28340    1
#> 847  1.594774 5.677932 -0.6437694  26.0703862  73.35758    2
#> 848  1.594774 5.677932 -0.6437694  40.3849633  84.60289    2
#> 849  1.594774 5.677932 -0.6437694  29.1800568  60.90008    2
#> 850  1.594774 5.677932 -0.6437694 -32.8833387  69.53605    2
#> 851  1.594774 5.677932 -0.6437694 103.9548211  66.74417    1
#> 852  1.594774 5.677932 -0.6437694  78.4960457  66.55584    2
#> 853  1.594774 5.677932 -0.6437694  36.4818552  58.44428    1
#> 854  1.594774 5.677932 -0.6437694  76.5459964  78.62982    2
#> 855  1.594774 5.677932 -0.6437694  30.7158509  90.92795    2
#> 856  1.594774 5.677932 -0.6437694  25.1920732  61.34846    2
#> 857  1.594774 5.677932 -0.6437694  62.0165794  58.02042    2
#> 858  1.594774 5.677932 -0.6437694  49.8357389  90.59638    2
#> 859  1.594774 5.677932 -0.6437694  67.9258393  74.11929    1
#> 860  1.594774 5.677932 -0.6437694  55.4021737  72.10042    2
#> 861  1.594774 5.677932 -0.6437694  59.3635647  96.45434    1
#> 862  1.594774 5.677932 -0.6437694 -23.9923490  81.85788    1
#> 863  1.594774 5.677932 -0.6437694  87.7564769  92.13465    1
#> 864  1.594774 5.677932 -0.6437694  30.0966273  84.67296    2
#> 865  1.594774 5.677932 -0.6437694  66.8280521  88.14905    2
#> 866  1.594774 5.677932 -0.6437694  14.1272676  86.12434    1
#> 867  1.594774 5.677932 -0.6437694  67.9355537  80.70283    1
#> 868  1.594774 5.677932 -0.6437694  73.7743451  76.28507    2
#> 869  1.594774 5.677932 -0.6437694  52.5817553  75.43390    2
#> 870  1.594774 5.677932 -0.6437694  82.7847247  74.09916    2
#> 871  1.594774 5.677932 -0.6437694 119.3344072  72.45604    2
#> 872  1.594774 5.677932 -0.6437694  32.4057085  95.16381    1
#> 873  1.594774 5.677932 -0.6437694  23.4616522  51.02043    2
#> 874  1.594774 5.677932 -0.6437694  73.8724576 105.52575    2
#> 875  1.594774 5.677932 -0.6437694  95.2052909  67.49209    2
#> 876  1.594774 5.677932 -0.6437694  25.5779995  77.98522    1
#> 877  1.594774 5.677932 -0.6437694  41.3323586  97.91934    2
#> 878  1.594774 5.677932 -0.6437694  40.2603584  62.72925    2
#> 879  1.594774 5.677932 -0.6437694  35.0464101  81.22116    1
#> 880  1.594774 5.677932 -0.6437694  45.2187386  66.35779    2
#> 881  1.594774 5.677932 -0.6437694  77.5589970  87.31650    2
#> 882  1.594774 5.677932 -0.6437694  74.0977454  60.30295    1
#> 883  1.594774 5.677932 -0.6437694  79.2633304  83.93338    2
#> 884  1.594774 5.677932 -0.6437694  30.4352771  67.12438    1
#> 885  1.594774 5.677932 -0.6437694  17.2133018  84.08617    1
#> 886  1.594774 5.677932 -0.6437694  81.1112620  87.21712    1
#> 887  1.594774 5.677932 -0.6437694  23.0544113  66.02937    1
#> 888  1.594774 5.677932 -0.6437694  98.8625800  72.11651    2
#> 889  1.594774 5.677932 -0.6437694 -19.0959381  67.04116    1
#> 890  1.594774 5.677932 -0.6437694  74.4115694  52.53401    2
#> 891  1.594774 5.677932 -0.6437694  19.8049746  85.72635    1
#> 892  1.594774 5.677932 -0.6437694  76.0357495  76.12203    2
#> 893  1.594774 5.677932 -0.6437694  22.0888890  63.61794    2
#> 894  1.594774 5.677932 -0.6437694  67.4404536  84.88998    2
#> 895  1.594774 5.677932 -0.6437694  77.0286630  77.33351    2
#> 896  1.594774 5.677932 -0.6437694 118.5036480  82.51741    2
#> 897  1.594774 5.677932 -0.6437694  72.3987364  66.69147    1
#> 898  1.594774 5.677932 -0.6437694  12.2115634  71.74859    1
#> 899  1.594774 5.677932 -0.6437694  11.7928610  57.44029    1
#> 900  1.594774 5.677932 -0.6437694  53.6132611  68.94733    1
#> 901  1.737687 5.656715 -0.6956344  48.0109271  83.58202    1
#> 902  1.737687 5.656715 -0.6956344  -8.0301263  58.14177    2
#> 903  1.737687 5.656715 -0.6956344 -30.7769719  80.18095    1
#> 904  1.737687 5.656715 -0.6956344  12.7671316  79.99454    1
#> 905  1.737687 5.656715 -0.6956344  77.9824107  68.89383    2
#> 906  1.737687 5.656715 -0.6956344  77.2201927  88.51741    1
#> 907  1.737687 5.656715 -0.6956344  36.5923496  69.43529    1
#> 908  1.737687 5.656715 -0.6956344  48.9469580  90.75974    1
#> 909  1.737687 5.656715 -0.6956344  30.8224486  59.73813    1
#> 910  1.737687 5.656715 -0.6956344  35.7877271  70.84232    2
#> 911  1.737687 5.656715 -0.6956344  50.7266752  79.45346    2
#> 912  1.737687 5.656715 -0.6956344  65.2592161  57.61760    2
#> 913  1.737687 5.656715 -0.6956344  69.6026508  57.05023    1
#> 914  1.737687 5.656715 -0.6956344   0.7834984  73.61108    2
#> 915  1.737687 5.656715 -0.6956344  53.7762736  81.47588    2
#> 916  1.737687 5.656715 -0.6956344  89.3596538  80.25444    1
#> 917  1.737687 5.656715 -0.6956344  36.7637973  64.70868    1
#> 918  1.737687 5.656715 -0.6956344  32.2188928  81.81383    1
#> 919  1.737687 5.656715 -0.6956344  40.0758720  70.69324    1
#> 920  1.737687 5.656715 -0.6956344  24.8765461  72.98046    2
#> 921  1.737687 5.656715 -0.6956344  78.2716775  75.99325    2
#> 922  1.737687 5.656715 -0.6956344  -6.3395057  87.27324    2
#> 923  1.737687 5.656715 -0.6956344  22.6829677  94.22893    1
#> 924  1.737687 5.656715 -0.6956344  38.0136768  62.80747    2
#> 925  1.737687 5.656715 -0.6956344  35.1313985  68.95838    1
#> 926  1.737687 5.656715 -0.6956344  27.4797677  76.63736    2
#> 927  1.737687 5.656715 -0.6956344  30.5236960  66.16893    2
#> 928  1.737687 5.656715 -0.6956344  35.1188336  81.73566    2
#> 929  1.737687 5.656715 -0.6956344  28.4977983 104.08615    1
#> 930  1.737687 5.656715 -0.6956344  41.6466431  77.25039    1
#> 931  1.737687 5.656715 -0.6956344  45.9843787  79.00656    2
#> 932  1.737687 5.656715 -0.6956344  65.4998293  71.16540    2
#> 933  1.737687 5.656715 -0.6956344  69.3224629  82.60627    2
#> 934  1.737687 5.656715 -0.6956344  59.6321831  86.92970    2
#> 935  1.737687 5.656715 -0.6956344   8.5806949  60.81721    1
#> 936  1.737687 5.656715 -0.6956344  26.2068213  74.73239    2
#> 937  1.737687 5.656715 -0.6956344  11.2314175  63.90678    1
#> 938  1.737687 5.656715 -0.6956344  11.3707453  73.53251    2
#> 939  1.737687 5.656715 -0.6956344  78.2083687  71.39561    2
#> 940  1.737687 5.656715 -0.6956344  60.2735247  70.71942    2
#> 941  1.737687 5.656715 -0.6956344  44.8890747  81.41948    2
#> 942  1.737687 5.656715 -0.6956344  58.1814310  60.21858    1
#> 943  1.737687 5.656715 -0.6956344  84.7712213  60.52621    1
#> 944  1.737687 5.656715 -0.6956344   5.9956678  75.88211    1
#> 945  1.737687 5.656715 -0.6956344 -17.0222388  86.29289    2
#> 946  1.737687 5.656715 -0.6956344  62.7227620  73.75868    2
#> 947  1.737687 5.656715 -0.6956344  32.0911038  74.75940    1
#> 948  1.737687 5.656715 -0.6956344  78.4050789  70.20741    2
#> 949  1.737687 5.656715 -0.6956344  32.7781423  70.14355    2
#> 950  1.737687 5.656715 -0.6956344  73.4391557  81.68525    2
#> 951  1.737687 5.656715 -0.6956344  49.7361763  84.40696    1
#> 952  1.737687 5.656715 -0.6956344  57.9753483  82.18861    2
#> 953  1.737687 5.656715 -0.6956344  82.3302532  74.69445    1
#> 954  1.737687 5.656715 -0.6956344  57.6937706  88.39127    1
#> 955  1.737687 5.656715 -0.6956344  21.4806872  70.94022    1
#> 956  1.737687 5.656715 -0.6956344  41.6855276  70.52054    1
#> 957  1.737687 5.656715 -0.6956344  58.2824698  76.95454    2
#> 958  1.737687 5.656715 -0.6956344 -28.4194234 104.36439    2
#> 959  1.737687 5.656715 -0.6956344  -0.3208229  71.12139    2
#> 960  1.737687 5.656715 -0.6956344  93.8628975  64.04545    2
#> 961  1.737687 5.656715 -0.6956344  48.7233971  74.58184    1
#> 962  1.737687 5.656715 -0.6956344  -4.8453070  76.58630    1
#> 963  1.737687 5.656715 -0.6956344  59.3592742  66.97198    1
#> 964  1.737687 5.656715 -0.6956344  59.0093486  70.31729    1
#> 965  1.737687 5.656715 -0.6956344  52.2446956  74.82363    1
#> 966  1.737687 5.656715 -0.6956344  39.0863283  71.03333    1
#> 967  1.737687 5.656715 -0.6956344  57.5986251  81.46471    2
#> 968  1.737687 5.656715 -0.6956344  42.1454018  75.47601    2
#> 969  1.737687 5.656715 -0.6956344  43.1725786  66.90505    1
#> 970  1.737687 5.656715 -0.6956344  82.4901817  64.21519    1
#> 971  1.737687 5.656715 -0.6956344  60.7011635  72.24152    1
#> 972  1.737687 5.656715 -0.6956344  65.3391669  59.35424    1
#> 973  1.737687 5.656715 -0.6956344  31.9185684  66.83118    1
#> 974  1.737687 5.656715 -0.6956344  36.3661832  77.91527    1
#> 975  1.737687 5.656715 -0.6956344  59.0508009  77.52569    2
#> 976  1.737687 5.656715 -0.6956344  47.2930855  72.17148    1
#> 977  1.737687 5.656715 -0.6956344  96.8750065  73.46133    1
#> 978  1.737687 5.656715 -0.6956344  55.0212657  76.76546    2
#> 979  1.737687 5.656715 -0.6956344  62.6863454  58.77168    1
#> 980  1.737687 5.656715 -0.6956344  68.6373889  85.16956    1
#> 981  1.737687 5.656715 -0.6956344  81.2755279  48.92099    2
#> 982  1.737687 5.656715 -0.6956344 103.8595340  74.33343    1
#> 983  1.737687 5.656715 -0.6956344  28.6579149  90.43011    2
#> 984  1.737687 5.656715 -0.6956344   4.9403665  72.73476    1
#> 985  1.737687 5.656715 -0.6956344  78.8366005  74.70983    1
#> 986  1.737687 5.656715 -0.6956344  11.1238010  80.43364    1
#> 987  1.737687 5.656715 -0.6956344  63.3598971  57.93831    1
#> 988  1.737687 5.656715 -0.6956344  22.6545483  62.80785    1
#> 989  1.737687 5.656715 -0.6956344  64.5373818  90.66765    2
#> 990  1.737687 5.656715 -0.6956344  52.7217474  68.58825    1
#> 991  1.737687 5.656715 -0.6956344  36.9216153  70.37398    2
#> 992  1.737687 5.656715 -0.6956344  79.8122065  75.39207    1
#> 993  1.737687 5.656715 -0.6956344  61.5295674  77.52203    1
#> 994  1.737687 5.656715 -0.6956344  63.0572080  72.05715    1
#> 995  1.737687 5.656715 -0.6956344  99.1723557  78.37895    1
#> 996  1.737687 5.656715 -0.6956344  47.8702574  75.61264    1
#> 997  1.737687 5.656715 -0.6956344  87.0387347  73.06106    2
#> 998  1.737687 5.656715 -0.6956344  84.5713440  79.66582    2
#> 999  1.737687 5.656715 -0.6956344  27.4957126  98.71902    1
#> 1000 1.737687 5.656715 -0.6956344  45.5107794  75.38610    1