Análisis Inferencial DEVICE
Grupo 3
CARGA DE DATOS Y LIBRERÍAS
CARGA DE DATOS
# Cargar datos
datos <- read.csv("~/UNI/estadistica/2026/dataset_geologico_limpio_80.csv")
cat("Dimensiones:", nrow(datos), "observaciones,", ncol(datos), "variables\n\n")## Dimensiones: 27784 observaciones, 58 variablesCARGA DE LIBRERIAS
# Cargar librerías
library(knitr)
library(scatterplot3d)
library(dplyr)##
## Adjuntando el paquete: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionlibrary(gt)TABLA DE PARES DE VALORES
MEDIAN <- as.numeric(datos$MEDIAN)
STDEV <- as.numeric(datos$STDEV)
MEAN <- as.numeric(datos$MEAN)
# Crear dataframe
TPV <- data.frame(y = MEAN, x1 = MEDIAN, x2 = STDEV)
# Quitar NA
TPV <- na.omit(TPV)
# Solo positivos
TPV <- TPV[TPV$y > 0 & TPV$x1 > 0 & TPV$x2 > 0, ]
# Función IQR
filtro_iqr <- function(v){
Q1 <- quantile(v, 0.25)
Q3 <- quantile(v, 0.75)
IQRv <- Q3 - Q1
li <- Q1 - 1.5 * IQRv
ls <- Q3 + 1.5 * IQRv
return(v >= li & v <= ls)
}
# Filtrar outliers
TPV <- TPV[filtro_iqr(TPV$y) &
filtro_iqr(TPV$x1) &
filtro_iqr(TPV$x2), ]
TPV## y x1 x2
## 2 0.37000000 0.43000000 0.830000000
## 3 1.78000000 1.75000000 0.520000000
## 4 1.73000000 1.70000000 0.700000000
## 5 0.61000000 0.97000000 1.490000000
## 6 3.78000000 3.27000000 3.060000000
## 10 1.13000000 1.17000000 1.080000000
## 14 4.60000000 4.75000000 3.750000000
## 15 6.71000000 6.36000000 2.100000000
## 16 2.76000000 2.74000000 0.870000000
## 17 1.06000000 1.07000000 0.720000000
## 18 2.17000000 2.14000000 0.720000000
## 19 1.83000000 1.80000000 0.700000000
## 20 1.80000000 1.77000000 0.720000000
## 21 1.21000000 1.22000000 0.700000000
## 22 0.44000000 0.64000000 1.350000000
## 23 0.72000000 0.93000000 1.460000000
## 24 4.65917157 5.90563878 1.130708539
## 26 8.28284981 3.45398163 2.814106691
## 27 5.56000000 4.91000000 1.990000000
## 28 4.08000000 3.71000000 1.620000000
## 29 4.43000000 4.05000000 1.880000000
## 30 6.81000000 6.57000000 2.090000000
## 31 6.67000000 6.66000000 2.940000000
## 32 8.32000000 8.27000000 2.360000000
## 33 8.33000000 8.34000000 1.910000000
## 34 7.67000000 7.62000000 2.130000000
## 35 7.48000000 6.97000000 2.590000000
## 36 7.75000000 7.39000000 2.170000000
## 37 8.62000000 8.47000000 2.210000000
## 38 9.89000000 9.92000000 2.680000000
## 39 9.69000000 9.65000000 2.210000000
## 40 3.19000000 2.79000000 1.620000000
## 41 3.50000000 3.42000000 1.510000000
## 42 4.16000000 3.80000000 1.760000000
## 44 7.86000000 7.57000000 2.530000000
## 49 8.26375726 2.95774003 0.711401456
## 51 3.07265347 2.85093648 1.448469511
## 52 1.16973793 1.87367539 1.615998052
## 53 3.22525273 6.19257070 1.910286451
## 56 3.57574917 2.70028891 1.659309152
## 57 6.27784316 6.37456840 3.635090328
## 58 1.36981304 6.42146538 0.897509771
## 59 5.74188995 0.05810966 1.282325123
## 60 6.64609153 5.40844261 2.371375606
## 62 3.57277196 5.36991797 3.178340308
## 63 3.76765028 3.45398163 3.182263351
## 64 0.04766454 5.59848281 2.035247662
## 65 7.57584861 3.45398163 1.550431884
## 70 6.01265733 5.86890100 0.739986289
## 75 2.36418020 4.11736934 1.938094352
## 77 5.68042366 2.73416424 1.144129316
## 78 4.82304793 4.55859894 2.364177346
## 79 4.05805393 3.48049886 0.286087760
## 80 1.88141709 4.61133719 2.669758507
## 83 3.67434719 5.41830559 2.454202997
## 87 3.57277196 7.83371365 2.645683745
## 88 2.88823375 8.50588103 1.668157412
## 90 6.75488459 0.82441748 0.057197870
## 92 5.41254917 6.16211903 2.723117611
## 93 5.75140219 3.84441032 2.144140930
## 95 6.55437364 2.89392569 1.196475201
## 97 1.90968323 4.08759089 2.333223971
## 100 8.83600004 3.95423575 1.437545704
## 101 6.09286634 1.91904601 1.184689986
## 104 6.91439173 2.68062262 0.201440784
## 105 4.71964248 2.01016716 0.970059063
## 106 6.32170614 3.88379647 2.560165776
## 107 1.90126843 2.60644428 1.949868114
## 111 2.76855168 1.20739616 0.661245958
## 112 3.78138787 3.12207915 1.436505954
## 113 3.57277196 5.79742477 1.339290353
## 116 5.64773264 4.43667575 0.760617226
## 117 0.53316001 4.46294930 1.339742565
## 122 3.57277196 8.02366229 2.472464518
## 124 8.82100723 6.04862872 1.382525867
## 125 0.42051321 4.62626711 1.632303838
## 127 3.57277196 4.41208703 1.576545012
## 130 2.21544011 5.95588679 2.588790940
## 133 3.84184291 0.76498500 2.257279482
## 134 2.77110250 3.45398163 1.359705265
## 136 0.72327918 3.35183181 3.330605050
## 138 2.31748370 4.08447147 2.129705506
## 139 2.41899108 3.04578901 2.368183939
## 140 3.57277196 2.11661381 2.128028738
## 142 3.97403681 2.75531585 2.669560529
## 145 6.00334633 0.03300374 1.938484424
## 146 9.36513243 7.63230694 1.881744753
## 147 3.57277196 4.34786331 2.284522708
## 148 4.77602606 3.81885254 2.657795535
## 149 5.18768833 2.35015108 2.200899046
## 150 4.20667635 4.17291727 2.188122715
## 151 6.20526108 4.04716884 1.415646590
## 152 2.20535036 3.45398163 2.707769550
## 153 3.51365596 4.17029340 1.820782970
## 155 3.57277196 3.25123809 1.797870338
## 156 1.63949420 2.27791459 1.971206944
## 158 4.75135460 5.23672249 1.094238196
## 161 6.55326038 4.33695197 0.907216947
## 162 3.57277196 3.20373094 0.230970301
## 164 7.01847204 4.93762272 1.940806325
## 165 2.66993753 3.45398163 1.479517568
## 168 3.57277196 6.29931210 2.287449417
## 169 3.57277196 6.91646246 1.425257856
## 174 5.67662874 3.08078283 2.612374309
## 176 4.51760405 6.27769763 2.116247187
## 177 3.57277196 3.45398163 2.565222743
## 178 5.00329068 1.38063916 1.648478266
## 183 5.18644962 1.82466346 1.233906159
## 188 4.83755037 1.82110626 1.717768693
## 190 0.88335807 1.62896119 1.935788662
## 192 4.42329603 1.01666454 2.218486551
## 196 0.40384397 1.58868925 0.815685715
## 197 0.24492092 9.28622641 2.310631440
## 198 3.60787881 5.80665836 0.748498907
## 199 5.46538965 3.38824184 1.751545504
## 201 3.57277196 3.76827334 0.811081159
## 203 5.01525151 2.97534252 1.768523432
## 204 3.15519455 11.33234924 1.900518176
## 205 5.12252886 3.45398163 0.171402669
## 206 4.19080174 4.47258756 0.834236427
## 209 1.63489529 4.48006534 2.012695329
## 210 5.98745950 0.79734606 1.265930810
## 213 1.70375727 2.38856845 0.016010655
## 214 6.31540697 3.45398163 2.244686315
## 216 5.87439726 5.12658601 2.003948995
## 217 3.57277196 2.62716223 2.113579696
## 218 2.77789767 6.60617885 2.764398457
## 221 1.07454706 4.08279007 0.973177518
## 225 3.57277196 2.18348359 0.832614085
## 228 3.11344355 7.43212948 2.388354623
## 230 4.09261577 3.40539712 2.232789924
## 231 3.57277196 3.45398163 3.384235912
## 232 1.58901696 3.65616311 2.210789418
## 233 1.54482483 3.45398163 0.461691044
## 234 3.63479209 5.73779829 1.787565137
## 236 2.65063635 4.37816068 1.919210183
## 238 3.43082498 2.35067891 2.854112162
## 239 2.64124772 3.40476585 0.383664251
## 243 2.45894363 5.01448395 0.401331767
## 245 4.65821883 7.55025242 1.429385348
## 246 0.09712949 2.63351135 3.698514195
## 248 9.54474619 3.45398163 1.076277812
## 249 4.09721940 7.10582451 1.547741595
## 250 2.40238830 3.45398163 2.604534043
## 251 5.16863326 2.69178428 1.368069565
## 255 5.88041631 3.45398163 1.666967758
## 258 2.76000000 2.74000000 0.410000000
## 259 1.21000000 1.16000000 0.460000000
## 260 2.67000000 2.66000000 0.390000000
## 261 1.79000000 1.75000000 0.630000000
## 262 2.08000000 2.08000000 0.550000000
## 263 1.59000000 1.57000000 0.450000000
## 264 1.59000000 1.55000000 0.390000000
## 265 1.09000000 1.00000000 0.470000000
## 266 0.79000000 0.70000000 0.540000000
## 267 0.27000000 0.19000000 0.550000000
## 268 1.77000000 1.73000000 0.450000000
## 269 1.90000000 1.85000000 0.400000000
## 270 2.11000000 2.06000000 0.420000000
## 271 1.70000000 1.67000000 0.410000000
## 272 1.63000000 1.61000000 0.430000000
## 273 1.63000000 1.60000000 0.390000000
## 274 1.34000000 1.31000000 0.470000000
## 275 1.23000000 1.16000000 0.590000000
## 276 1.53000000 1.49000000 0.410000000
## 277 1.20000000 1.13000000 0.540000000
## 278 0.97000000 0.90000000 0.470000000
## 281 2.56000000 2.55000000 0.440000000
## 282 2.28000000 2.24000000 0.490000000
## 283 1.41000000 1.39000000 0.510000000
## 284 0.52000000 0.43000000 0.420000000
## 286 0.61000000 0.46000000 0.540000000
## 288 0.80000000 0.59000000 0.720000000
## 289 0.39000000 0.34000000 0.380000000
## 290 1.43000000 1.39000000 0.320000000
## 291 0.57000000 0.59000000 0.790000000
## 292 1.05000000 0.95000000 0.460000000
## 293 1.69000000 1.70000000 0.900000000
## 294 0.43000000 0.38000000 0.380000000
## 295 0.55000000 0.43000000 0.540000000
## 296 1.14000000 1.10000000 0.420000000
## 297 0.89000000 0.84000000 0.720000000
## 298 1.55000000 1.55000000 0.460000000
## 299 2.29000000 2.26000000 0.560000000
## 300 3.04000000 3.05000000 0.350000000
## 301 2.26000000 2.25000000 0.470000000
## 302 1.13000000 1.08000000 0.480000000
## 303 3.17000000 3.15000000 0.530000000
## 304 2.42000000 2.39000000 0.530000000
## 306 1.99000000 1.84000000 0.740000000
## 307 2.17000000 2.08000000 0.520000000
## 308 1.02000000 0.96000000 0.520000000
## 309 0.51000000 0.28000000 1.330000000
## 310 1.49000000 1.59000000 0.600000000
## 311 2.17000000 2.21000000 0.690000000
## 312 1.22000000 1.22000000 0.580000000
## 313 1.31000000 1.29000000 0.810000000
## 314 1.69000000 1.56000000 0.520000000
## 315 0.44000000 0.49000000 0.560000000
## 316 1.44000000 1.39000000 0.750000000
## 317 0.67000000 0.51000000 0.990000000
## 318 1.56000000 1.60000000 0.540000000
## 319 2.02000000 2.02000000 0.690000000
## 320 1.04000000 0.97000000 0.480000000
## 321 7.80000000 7.64000000 2.510000000
## 322 8.44000000 8.55000000 2.760000000
## 323 8.79000000 8.67000000 2.150000000
## 325 6.17000000 4.71000000 3.300000000
## 326 8.76000000 8.62000000 2.120000000
## 328 8.10000000 7.99000000 2.620000000
## 330 6.90000000 6.22000000 3.030000000
## 334 4.11000000 3.58000000 2.270000000
## 335 4.48000000 4.16000000 1.870000000
## 336 4.10000000 3.69000000 2.450000000
## 337 5.38000000 4.36000000 2.600000000
## 340 6.19000000 4.76000000 3.000000000
## 341 9.19000000 9.12000000 3.030000000
## 346 8.78000000 8.65000000 2.030000000
## 349 3.94493432 3.88536466 1.781054081
## 350 6.15000000 4.75000000 2.990000000
## 351 8.27000000 8.18000000 1.770000000
## 352 7.83000000 7.72000000 2.270000000
## 353 8.47000000 8.20000000 1.750000000
## 354 8.22000000 8.26000000 2.120000000
## 356 8.51000000 8.68000000 1.760000000
## 358 8.11000000 7.81000000 1.690000000
## 359 8.54000000 8.35000000 1.720000000
## 361 8.05000000 7.91000000 2.600000000
## 363 2.57000000 2.78000000 3.780000000
## 364 3.30000000 2.63000000 2.460000000
## 365 3.43000000 3.42000000 0.630000000
## 366 5.96975094 5.07210401 1.888409327
## 368 1.79000000 1.77000000 0.300000000
## 369 4.00000000 3.53000000 1.870000000
## 370 4.56000000 3.69000000 3.050000000
## 371 6.40000000 5.57000000 2.800000000
## 373 4.85000000 3.95000000 3.150000000
## 374 8.11000000 8.14000000 2.640000000
## 375 8.84000000 8.71000000 2.040000000
## 376 9.38000000 9.33000000 2.250000000
## 378 8.00000000 8.14000000 3.270000000
## 379 8.16000000 8.10000000 2.360000000
## 381 8.97000000 8.88000000 1.980000000
## 382 8.28000000 7.86000000 1.800000000
## 383 8.68000000 8.95000000 1.730000000
## 384 6.90000000 7.39000000 3.320000000
## 385 8.87000000 8.70000000 2.070000000
## 386 8.77000000 8.48000000 2.360000000
## 388 8.94000000 8.39000000 2.470000000
## 389 4.72000000 3.93000000 3.230000000
## 390 7.87000000 8.17000000 2.790000000
## 392 7.31000000 6.96000000 2.430000000
## 393 6.21000000 5.22000000 2.540000000
## 397 5.71292143 0.40062650 1.901674733
## 399 4.80000000 4.02000000 2.760000000
## 401 7.76000000 6.70000000 3.280000000
## 402 8.16000000 7.80000000 2.360000000
## 403 8.24000000 8.01000000 1.990000000
## 404 8.81000000 8.55000000 2.300000000
## 405 8.48000000 8.19000000 2.040000000
## 406 7.33000000 7.63000000 2.980000000
## 407 8.93000000 8.63000000 2.480000000
## 408 8.39000000 8.06000000 2.300000000
## 409 7.93000000 7.86000000 2.930000000
## 410 8.37000000 8.03000000 2.390000000
## 411 7.36000000 7.21000000 1.840000000
## 413 6.93000000 6.07000000 3.680000000
## 418 2.38659163 4.75330811 1.667494004
## 419 4.93000000 3.86000000 2.760000000
## 420 5.47000000 4.70000000 3.610000000
## 421 8.16000000 7.94000000 2.470000000
## 423 7.94000000 7.75000000 2.240000000
## 424 7.56000000 7.43000000 3.620000000
## 425 7.28000000 7.66000000 3.240000000
## 426 8.45000000 8.13000000 2.260000000
## 427 6.83000000 7.29000000 3.320000000
## 428 8.81000000 8.48000000 2.130000000
## 429 8.22000000 8.16000000 2.430000000
## 430 7.88000000 8.02000000 3.110000000
## 431 7.32000000 7.47000000 3.050000000
## 432 5.38000000 3.82000000 3.490000000
## 433 8.85000000 8.74000000 1.990000000
## 434 4.26000000 2.81000000 3.540000000
## 435 6.68000000 7.36000000 3.780000000
## 437 9.09000000 9.07000000 1.820000000
## 438 8.29000000 8.61000000 2.940000000
## 439 3.66000000 3.01000000 2.280000000
## 440 9.06000000 8.91000000 2.040000000
## 441 6.15000000 4.65000000 3.350000000
## 442 1.06000000 1.00000000 0.820000000
## 443 2.36000000 2.35000000 0.420000000
## 444 2.50000000 2.54000000 0.610000000
## 445 3.86000000 3.47000000 1.910000000
## 446 2.37000000 2.23000000 1.030000000
## 447 3.37000000 2.79000000 1.890000000
## 448 3.21000000 2.89000000 1.760000000
## 449 3.16000000 2.70000000 1.780000000
## 450 4.46000000 3.85000000 2.030000000
## 451 4.25000000 3.70000000 1.800000000
## 452 3.87000000 3.48000000 1.650000000
## 453 2.84000000 2.63000000 1.550000000
## 454 2.24000000 2.24000000 0.410000000
## 455 2.05000000 2.05000000 0.460000000
## 456 2.68000000 2.67000000 0.470000000
## 457 3.85000000 3.27000000 2.170000000
## 458 4.18000000 3.65000000 1.810000000
## 459 4.25000000 3.79000000 1.790000000
## 460 4.47000000 4.12000000 2.240000000
## 461 4.00000000 3.35000000 2.530000000
## 462 3.46000000 2.18000000 2.800000000
## 463 4.85000000 4.31000000 2.370000000
## 464 5.09000000 4.12000000 2.570000000
## 465 4.52000000 3.83000000 2.410000000
## 466 3.57000000 3.37000000 1.610000000
## 467 3.70000000 3.43000000 1.520000000
## 468 3.62000000 3.35000000 1.530000000
## 469 1.35000000 1.35000000 0.630000000
## 470 2.02000000 2.03000000 0.730000000
## 471 3.50000000 2.81000000 2.220000000
## 472 3.74000000 3.30000000 2.180000000
## 473 4.71000000 3.48000000 3.100000000
## 474 5.47000000 4.54000000 2.680000000
## 475 5.73000000 4.67000000 2.820000000
## 476 3.03000000 2.26000000 2.570000000
## 477 2.40000000 1.79000000 2.050000000
## 478 4.49000000 3.61000000 3.480000000
## 479 5.95000000 5.02000000 2.620000000
## 480 6.14000000 5.01000000 2.500000000
## 481 5.74000000 4.86000000 2.230000000
## 482 4.70000000 3.42000000 3.530000000
## 483 2.96000000 2.37000000 2.200000000
## 484 1.48000000 1.48000000 0.530000000
## 485 1.06000000 1.00000000 0.760000000
## 486 1.64000000 1.59000000 0.750000000
## 487 3.27000000 2.53000000 2.930000000
## 488 3.12000000 2.30000000 2.640000000
## 489 6.20000000 5.09000000 2.880000000
## 490 6.80000000 5.84000000 2.720000000
## 491 5.42000000 4.77000000 3.400000000
## 492 3.41000000 2.35000000 2.910000000
## 494 5.30000000 5.16000000 2.180000000
## 495 5.75000000 4.39000000 3.050000000
## 496 2.76000000 2.15000000 2.130000000
## 497 3.78000000 2.68000000 2.840000000
## 498 4.42000000 3.29000000 3.000000000
## 499 3.86000000 2.95000000 2.980000000
## 500 3.38000000 2.38000000 2.800000000
## 501 3.47000000 3.00000000 1.930000000
## 502 1.71000000 1.63000000 0.650000000
## 503 2.13000000 2.14000000 0.650000000
## 504 2.79000000 2.38000000 1.910000000
## 505 4.26000000 3.32000000 2.730000000
## 507 1.46000000 1.45000000 0.720000000
## 508 0.16000000 0.26000000 1.100000000
## 509 2.12000000 2.30000000 1.410000000
## 510 8.27000000 8.07000000 3.190000000
## 511 1.62000000 1.59000000 0.380000000
## 512 1.62000000 1.53000000 0.490000000
## 513 1.89000000 1.84000000 0.550000000
## 514 2.37000000 2.38000000 0.450000000
## 515 2.78000000 2.75000000 0.750000000
## 517 2.69000000 2.68000000 0.420000000
## 518 1.63000000 1.56000000 0.620000000
## 520 7.00000000 6.58000000 2.470000000
## 521 3.57277196 2.96094386 2.871606864
## 522 6.07000000 5.23000000 2.870000000
## 523 0.84147816 5.61940942 1.345389247
## 524 2.91000000 2.39000000 1.930000000
## 525 1.19000000 1.08000000 0.910000000
## 528 1.97000000 1.90000000 0.720000000
## 529 3.98888586 2.08145527 0.384753427
## 531 4.55000000 3.83000000 2.360000000
## 533 7.31000000 6.63000000 3.290000000
## 534 1.88897901 5.97328587 0.747674007
## 535 7.68000000 7.38000000 2.480000000
## 537 7.90000000 7.91000000 2.220000000
## 538 4.87343039 3.48547186 2.102773808
## 539 8.09000000 7.93000000 3.090000000
## 540 8.65000000 8.49000000 2.730000000
## 541 8.55000000 8.42000000 2.890000000
## 542 3.12000000 2.47000000 2.930000000
## 543 8.58000000 8.55000000 2.140000000
## 544 8.28000000 8.61000000 3.240000000
## 545 8.24000000 8.29000000 2.530000000
## 546 2.58000000 1.92000000 2.330000000
## 547 4.08000000 2.60000000 3.850000000
## 548 7.77000000 7.50000000 3.010000000
## 549 6.59000000 5.40000000 3.210000000
## 550 0.97000000 1.06000000 0.800000000
## 551 2.86000000 2.79000000 0.500000000
## 552 2.77000000 2.07000000 3.000000000
## 555 5.94000000 4.94000000 3.780000000
## 556 7.24000000 6.15000000 3.310000000
## 557 5.03000000 4.23000000 2.230000000
## 561 2.93000000 3.06000000 0.360000000
## 562 3.03000000 3.03000000 3.180000000
## 563 3.78000000 3.63000000 0.990000000
## 565 1.42000000 1.86000000 1.890000000
## 567 1.91000000 1.88000000 0.430000000
## 569 0.74000000 1.01000000 1.300000000
## 570 3.66000000 2.97000000 3.220000000
## 571 2.14000000 2.21000000 0.740000000
## 572 0.42000000 0.67000000 2.650000000
## 574 3.01000000 3.14000000 3.460000000
## 576 3.80000000 3.44000000 2.940000000
## 577 4.10000000 3.33000000 3.030000000
## 578 6.81000000 6.97000000 2.880000000
## 579 3.75000000 3.00000000 2.520000000
## 581 2.28000000 1.91000000 3.040000000
## 582 5.93000000 4.87000000 3.710000000
## 583 8.58000000 8.43000000 1.790000000
## 584 7.88000000 8.07000000 2.500000000
## 585 4.04000000 2.67000000 3.460000000
## 586 6.82000000 6.93000000 2.850000000
## 587 8.43000000 8.31000000 1.900000000
## 588 7.77000000 7.95000000 2.430000000
## 589 8.24000000 8.12000000 1.950000000
## 590 4.34000000 2.82000000 3.550000000
## 592 8.57000000 8.42000000 3.230000000
## 593 0.60000000 0.57000000 0.810000000
## 594 5.49000000 4.43000000 2.970000000
## 595 7.27000000 6.52000000 2.990000000
## 596 8.14000000 8.26000000 2.940000000
## 598 7.60000000 7.43000000 3.090000000
## 599 3.26000000 3.03000000 2.640000000
## 600 1.27000000 1.23000000 0.880000000
## 603 0.91000000 0.76000000 0.830000000
## 604 1.82000000 2.39000000 1.670000000
## 606 0.60000000 1.37000000 2.080000000
## 607 2.99000000 2.99000000 0.510000000
## 608 3.18000000 3.16000000 0.410000000
## 609 3.27000000 3.25000000 0.500000000
## 610 2.42000000 2.40000000 1.360000000
## 611 2.85000000 2.75000000 0.710000000
## 612 2.20000000 1.94000000 1.030000000
## 613 3.06000000 3.06000000 0.420000000
## 614 2.38000000 2.35000000 0.510000000
## 615 1.63000000 1.68000000 0.980000000
## 616 0.95000000 1.33000000 1.350000000
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## 1314 6.19000000 5.14000000 3.590000000
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## 1389 2.86000000 2.72000000 0.670000000
## 1391 6.88000000 6.21000000 3.200000000
## 1393 5.90000000 5.02000000 2.930000000
## 1394 3.63000000 3.07000000 3.840000000
## 1395 4.16000000 2.80000000 3.720000000
## 1396 0.19000000 1.38000000 3.000000000
## 1397 2.29000000 2.27000000 0.770000000
## 1398 2.48000000 2.33000000 0.690000000
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## 1400 2.12000000 2.02000000 0.810000000
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## 1406 2.22000000 2.15000000 0.920000000
## 1407 1.96000000 1.86000000 1.070000000
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## 1409 3.34000000 2.73000000 2.490000000
## 1410 1.71000000 1.65000000 0.700000000
## 1411 1.55000000 1.47000000 0.940000000
## 1412 5.23000000 4.42000000 2.490000000
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## 1420 1.14000000 1.08000000 0.770000000
## 1421 3.06000000 2.91000000 1.910000000
## 1422 6.10000000 4.80000000 2.960000000
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## 1424 2.02000000 1.99000000 0.990000000
## 1425 2.06000000 2.09000000 0.800000000
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## 1435 1.10000000 1.05000000 0.940000000
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## 1439 1.44000000 1.44000000 0.760000000
## 1440 2.07000000 2.06000000 0.660000000
## 1441 1.93000000 2.00000000 0.900000000
## 1442 3.27000000 3.25000000 0.500000000
## 1443 2.28000000 2.18000000 0.590000000
## 1444 1.70000000 1.62000000 0.750000000
## 1445 1.35000000 1.20000000 1.100000000
## 1446 1.47000000 1.46000000 0.830000000
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## 1459 2.39000000 2.29000000 0.930000000
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## 1485 2.61000000 2.54000000 0.590000000
## 1486 6.38000000 4.97000000 3.620000000
## 1487 7.64000000 6.76000000 3.540000000
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## 1491 7.36000000 6.30000000 3.170000000
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## 1500 1.52000000 1.51000000 0.790000000
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## 1520 2.10000000 2.05000000 0.770000000
## 1521 3.61594752 4.22176216 3.303324231
## 1522 2.50000000 2.49000000 0.700000000
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## 1543 1.33000000 1.35000000 0.730000000
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## 1553 3.08000000 3.05000000 0.500000000
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## 1570 2.29000000 2.86000000 3.340000000
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## 1587 2.72000000 2.69000000 0.730000000
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## 1589 5.01000000 4.59000000 2.710000000
## 1590 5.05000000 4.41000000 2.650000000
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## 1592 2.09000000 2.04000000 0.770000000
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## 1722 7.80000000 7.63000000 2.770000000
## 1723 8.08000000 7.99000000 2.760000000
## 1724 8.04000000 7.75000000 2.350000000
## 1725 7.60000000 7.29000000 2.660000000
## 1726 7.31000000 7.00000000 2.560000000
## 1727 4.33000000 4.01000000 1.780000000
## 1728 7.78000000 7.46000000 2.620000000
## 1729 8.30000000 7.99000000 2.400000000
## 1730 7.90000000 7.74000000 2.680000000
## 1731 8.30000000 8.16000000 2.460000000
## 1732 8.22000000 8.01000000 2.530000000
## 1733 7.95000000 7.74000000 2.560000000
## 1734 7.75000000 7.57000000 2.530000000
## 1735 5.29000000 4.21000000 3.000000000
## 1736 7.28000000 6.86000000 2.550000000
## 1737 3.66000000 3.10000000 2.190000000
## 1738 1.45000000 1.44000000 0.660000000
## 1739 1.28000000 1.26000000 0.770000000
## 1740 1.91000000 1.86000000 0.800000000
## 1741 7.13000000 6.74000000 2.370000000
## 1742 8.31000000 8.01000000 2.560000000
## 1743 8.30000000 8.11000000 2.940000000
## 1744 7.87000000 7.78000000 2.520000000
## 1745 8.83000000 8.49000000 3.170000000
## 1746 8.06000000 7.96000000 2.730000000
## 1747 7.70000000 7.28000000 2.520000000
## 1748 8.00000000 7.85000000 2.880000000
## 1749 7.89000000 7.74000000 3.230000000
## 1750 8.58000000 8.65000000 2.660000000
## 1751 8.82000000 8.88000000 2.720000000
## 1752 8.50000000 8.48000000 2.820000000
## 1753 7.21000000 7.23000000 2.130000000
## 1754 8.57000000 8.48000000 3.100000000
## 1755 6.32000000 5.23000000 2.820000000
## 1756 5.89000000 4.74000000 2.910000000
## 1757 8.09000000 7.47000000 3.470000000
## 1758 8.41000000 8.14000000 3.400000000
## 1760 8.32000000 7.75000000 3.300000000
## 1761 8.63000000 8.07000000 3.190000000
## 1762 6.07000000 4.97000000 2.800000000
## 1763 8.12000000 7.61000000 3.300000000
## 1764 6.71000000 5.43000000 3.240000000
## 1765 9.09000000 8.98000000 2.450000000
## 1766 7.69000000 7.58000000 1.860000000
## 1767 8.69000000 8.74000000 2.970000000
## 1768 8.43000000 8.43000000 3.720000000
## 1769 6.88000000 6.47000000 2.480000000
## 1770 5.12000000 4.42000000 2.430000000
## 1771 3.63000000 3.33000000 1.810000000
## 1772 7.61000000 7.27000000 2.720000000
## 1773 7.40000000 7.12000000 2.640000000
## 1774 6.83000000 6.60000000 3.160000000
## 1775 8.76000000 8.26000000 2.730000000
## 1776 8.16000000 7.92000000 1.970000000
## 1777 7.88000000 7.65000000 1.890000000
## 1778 8.51000000 8.54000000 2.420000000
## 1779 7.96000000 8.24000000 2.100000000
## 1780 6.86000000 6.51000000 2.410000000
## 1781 2.39000000 2.37000000 0.910000000
## 1782 8.13000000 7.96000000 2.400000000
## 1783 5.40000000 4.35000000 2.570000000
## 1784 6.17000000 6.00000000 3.020000000
## 1785 8.09000000 8.18000000 2.750000000
## 1786 8.70000000 8.47000000 2.280000000
## 1787 7.13000000 7.39000000 3.130000000
## 1788 7.77000000 7.65000000 2.240000000
## 1789 7.69000000 7.45000000 2.420000000
## 1790 7.22000000 6.87000000 2.340000000
## 1791 5.25000000 4.57000000 2.870000000
## 1792 6.85000000 6.58000000 2.190000000
## 1793 7.73000000 7.57000000 2.240000000
## 1794 8.41000000 8.28000000 2.430000000
## 1795 8.61000000 8.39000000 2.200000000
## 1796 8.43000000 8.28000000 2.360000000
## 1797 7.21000000 6.82000000 3.810000000
## 1798 6.75000000 6.47000000 3.280000000
## 1799 8.55000000 8.39000000 2.660000000
## 1800 7.44000000 7.39000000 2.510000000
## 1801 7.87000000 7.81000000 2.260000000
## 1802 5.71000000 5.15000000 2.670000000
## 1803 4.81000000 4.24000000 2.740000000
## 1804 5.19000000 4.63000000 2.570000000
## 1805 6.41000000 5.80000000 2.540000000
## 1806 2.23000000 1.83000000 1.420000000
## 1807 2.53000000 2.52000000 0.980000000
## 1808 4.18000000 3.77000000 1.620000000
## 1809 7.08000000 6.82000000 2.280000000
## 1810 7.00000000 6.73000000 2.140000000
## 1811 7.15000000 6.96000000 2.440000000
## 1812 4.75000000 4.19000000 1.960000000
## 1813 4.04000000 3.71000000 1.490000000
## 1814 4.90000000 4.37000000 1.850000000
## 1816 6.08000000 5.38000000 2.340000000
## 1817 5.60000000 4.72000000 2.710000000
## 1819 7.19000000 6.91000000 2.710000000
## 1820 7.13000000 7.00000000 2.460000000
## 1821 4.23000000 3.65000000 2.220000000
## 1822 6.99000000 6.54000000 2.700000000
## 1823 3.80000000 3.50000000 1.680000000
## 1824 5.45000000 4.51000000 2.520000000
## 1825 6.38000000 5.73000000 2.760000000
## 1826 4.10000000 3.66000000 1.670000000
## 1827 9.92000000 9.88000000 2.170000000
## 1829 5.82517254 2.36297598 2.487704153
## 1830 6.57000000 6.01000000 3.090000000
## 1831 5.86000000 5.15000000 3.030000000
## 1832 3.51000000 3.39000000 1.850000000
## 1833 5.62000000 4.76000000 2.690000000
## 1835 3.70000000 3.36000000 1.910000000
## 1836 5.80000000 4.75000000 2.580000000
## 1837 0.13110907 4.87480824 1.644034093
## 1838 8.12005942 1.90084552 2.487231953
## 1839 7.49000000 7.23000000 2.240000000
## 1841 6.71000000 6.02000000 2.480000000
## 1842 7.11000000 6.82000000 2.540000000
## 1843 3.57277196 3.45398163 1.383710090
## 1849 8.40000000 8.12000000 2.900000000
## 1850 7.91000000 7.86000000 3.890000000
## 1851 10.62000000 10.74000000 2.560000000
## 1852 10.15000000 10.20000000 2.660000000
## 1853 10.06000000 10.03000000 2.500000000
## 1854 6.04000000 4.86000000 2.980000000
## 1855 7.91000000 7.89000000 3.170000000
## 1856 8.08000000 7.58000000 3.490000000
## 1857 2.86000000 2.77000000 0.640000000
## 1858 3.23000000 3.26000000 0.710000000
## 1859 2.91000000 2.85000000 0.650000000
## 1860 2.51000000 2.33000000 1.070000000
## 1861 2.58000000 2.54000000 0.520000000
## 1862 5.77000000 4.91000000 2.620000000
## 1863 2.73000000 2.58000000 0.920000000
## 1864 6.42000000 5.97000000 3.020000000
## 1865 6.79000000 6.30000000 3.270000000
## 1866 4.19000000 2.44000000 3.380000000
## 1867 8.32000000 7.89000000 2.470000000
## 1868 8.52000000 8.29000000 2.470000000
## 1869 8.25000000 7.75000000 2.810000000
## 1870 4.20000000 3.57000000 2.230000000
## 1871 4.60000000 4.04000000 1.840000000
## 1872 8.54000000 8.20000000 2.800000000
## 1873 8.76000000 8.59000000 2.840000000
## 1874 8.39000000 8.21000000 2.840000000
## 1875 2.33000000 1.88000000 2.700000000
## 1876 2.05000000 1.51000000 2.590000000
## 1877 3.18000000 2.97000000 1.340000000
## 1879 1.54000000 1.40000000 1.540000000
## 1880 2.19000000 2.25000000 1.070000000
## 1881 1.64000000 1.61000000 1.070000000
## 1882 1.64000000 1.63000000 1.200000000
## 1884 1.57000000 1.54000000 1.020000000
## 1885 1.03000000 1.01000000 0.970000000
## 1886 0.67000000 0.64000000 1.010000000
## 1887 2.35000000 2.30000000 0.840000000
## 1888 2.09000000 2.02000000 0.770000000
## 1889 1.91000000 1.84000000 0.640000000
## 1890 2.37000000 2.37000000 0.560000000
## 1891 1.82000000 1.75000000 0.740000000
## 1892 1.47000000 1.35000000 1.110000000
## 1893 0.64000000 0.54000000 0.770000000
## 1894 1.29000000 1.27000000 0.960000000
## 1895 1.50000000 1.49000000 1.140000000
## 1896 1.39000000 1.44000000 1.150000000
## 1897 1.24000000 1.20000000 0.770000000
## 1898 0.70000000 0.61000000 0.740000000
## 1899 1.86000000 1.86000000 1.250000000
## 1900 0.68000000 0.55000000 0.950000000
## 1901 0.83000000 0.72000000 0.670000000
## 1902 1.68000000 1.55000000 1.260000000
## 1903 3.64000000 3.05000000 2.180000000
## 1904 4.25000000 2.79000000 3.570000000
## 1905 1.59000000 1.60000000 0.590000000
## 1906 1.46000000 1.70000000 1.250000000
## 1907 3.10000000 3.13000000 0.570000000
## 1908 2.83000000 2.90000000 0.810000000
## 1909 3.20000000 3.16000000 0.530000000
## 1910 2.73000000 2.96000000 1.160000000
## 1911 2.49000000 2.72000000 1.180000000
## 1912 3.19000000 3.20000000 0.380000000
## 1913 6.85000000 6.20000000 3.900000000
## 1914 4.06000000 2.83000000 3.610000000
## 1915 1.83000000 1.77000000 0.550000000
## 1916 3.08000000 3.08000000 0.380000000
## 1917 2.17000000 2.13000000 0.640000000
## 1918 3.35000000 3.30000000 0.450000000
## 1919 2.03000000 1.99000000 0.640000000
## 1920 2.75000000 2.98000000 0.970000000
## 1921 0.75000000 1.11000000 1.340000000
## 1922 2.85000000 2.84000000 0.430000000
## 1923 2.50000000 2.73000000 1.230000000
## 1924 2.54000000 2.52000000 0.660000000
## 1925 2.70000000 2.68000000 0.620000000
## 1926 4.22371734 4.54336060 0.573686430
## 1927 7.72000000 8.22000000 3.730000000
## 1928 7.89000000 7.82000000 3.560000000
## 1929 0.88000000 0.76000000 0.730000000
## 1930 2.29000000 1.70000000 2.190000000
## 1931 1.78000000 1.65000000 0.660000000
## 1933 2.35000000 2.31000000 0.800000000
## 1934 2.79000000 2.69000000 0.610000000
## 1935 2.41000000 2.26000000 0.810000000
## 1936 1.73000000 1.47000000 0.730000000
## 1937 1.75000000 1.76000000 0.890000000
## 1938 1.12000000 0.81000000 0.860000000
## 1939 2.24000000 2.36000000 0.690000000
## 1940 2.47000000 2.53000000 0.880000000
## 1941 2.57000000 2.61000000 0.650000000
## 1942 0.85000000 0.69000000 0.940000000
## 1943 1.24000000 1.12000000 0.750000000
## 1944 0.56000000 0.48000000 1.010000000
## 1945 1.68000000 1.65000000 1.080000000
## 1946 1.54000000 1.51000000 0.650000000
## 1947 3.61000000 3.58000000 0.410000000
## 1948 3.25000000 3.17000000 0.550000000
## 1949 3.27000000 3.24000000 0.620000000
## 1950 3.23000000 3.27000000 0.600000000
## 1951 0.53000000 0.40000000 0.950000000
## 1952 0.62000000 0.78000000 0.900000000
## 1953 0.42000000 0.38000000 0.800000000
## 1954 3.21000000 3.27000000 0.690000000
## 1955 1.01000000 0.95000000 0.910000000
## 1956 2.85000000 2.91000000 0.740000000
## 1957 1.40000000 1.35000000 0.720000000
## 1958 2.92000000 3.13000000 0.850000000
## 1959 3.14000000 3.09000000 0.570000000
## 1960 3.64000000 3.14000000 1.780000000
## 1961 2.44000000 2.45000000 0.500000000
## 1962 6.75000000 5.62000000 3.350000000
## 1963 3.62000000 2.76000000 2.310000000
## 1965 4.34000000 3.38000000 2.650000000
## 1966 1.41000000 1.32000000 0.750000000
## 1967 1.86000000 2.32000000 3.790000000
## 1968 2.50000000 2.35000000 0.620000000
## 1969 2.51000000 2.52000000 2.290000000
## 1970 2.71000000 2.54000000 0.840000000
## 1971 4.27000000 3.13000000 3.160000000
## 1972 5.62000000 4.82000000 2.830000000
## 1973 2.37000000 2.17000000 0.760000000
## 1974 3.78000000 3.02000000 2.710000000
## 1975 4.94000000 4.33000000 2.730000000
## 1976 4.16000000 3.27000000 2.890000000
## 1977 3.40000000 3.27000000 1.080000000
## 1978 2.19000000 1.92000000 0.720000000
## 1979 5.35000000 5.02000000 2.610000000
## 1980 5.90000000 5.39000000 2.430000000
## 1981 3.07000000 2.62000000 1.800000000
## 1982 2.05000000 2.38000000 1.760000000
## 1983 2.19000000 2.02000000 0.660000000
## 1984 6.15000000 5.02000000 3.540000000
## 1985 5.25000000 4.14000000 3.500000000
## 1986 4.09000000 2.99000000 3.350000000
## 1987 5.03000000 3.92000000 3.370000000
## 1988 5.39000000 4.24000000 3.690000000
## 1989 2.59000000 2.61000000 0.530000000
## 1990 5.18000000 4.08000000 3.450000000
## 1991 5.01000000 3.69000000 3.640000000
## 1992 5.45000000 4.18000000 3.900000000
## 1993 3.88000000 2.46000000 3.540000000
## 1994 4.83000000 3.63000000 3.270000000
## 1995 1.56000000 1.44000000 0.710000000
## 1996 2.07000000 1.70000000 1.010000000
## 1997 1.73000000 1.79000000 1.420000000
## 1998 3.37449081 0.29390975 1.442393206
## 1999 2.06000000 2.01000000 0.580000000
## 2000 2.57000000 2.45000000 0.570000000
## 2001 3.26000000 2.64000000 2.190000000
## 2002 2.18000000 2.14000000 0.510000000
## 2003 2.14000000 2.08000000 0.520000000
## 2004 1.61000000 1.56000000 0.740000000
## 2005 1.02000000 1.00000000 0.970000000
## 2006 1.67000000 1.75000000 0.680000000
## 2007 1.87000000 1.84000000 0.760000000
## 2008 2.25000000 2.12000000 0.680000000
## 2009 2.08000000 1.85000000 0.790000000
## 2010 4.46859984 5.00154808 1.615181496
## 2012 1.22000000 1.12000000 0.720000000
## 2014 3.60412201 3.96444662 2.171200000
## 2015 1.18000000 1.12000000 0.820000000
## 2016 1.14000000 1.08000000 0.950000000
## 2017 1.03000000 0.94000000 0.600000000
## 2018 0.43000000 0.36000000 1.010000000
## 2019 1.17000000 1.11000000 0.930000000
## 2020 1.46000000 1.44000000 0.750000000
## 2021 7.96475576 2.05192737 2.257350569
## 2022 5.61351118 2.18726327 1.419279644
## 2023 2.59000000 2.62000000 0.550000000
## 2024 2.23000000 2.23000000 0.500000000
## 2025 1.74000000 1.71000000 0.860000000
## 2026 2.13000000 2.08000000 0.600000000
## 2027 0.51000000 0.21000000 1.010000000
## 2028 2.31000000 2.44000000 0.670000000
## 2029 2.26000000 2.24000000 0.450000000
## 2030 1.97000000 1.93000000 0.590000000
## 2031 0.75000000 0.65000000 0.710000000
## 2032 0.08000000 0.09000000 1.100000000
## 2033 0.45000000 0.55000000 0.910000000
## 2034 0.54000000 0.45000000 0.730000000
## 2035 1.03000000 1.10000000 0.920000000
## 2036 0.96000000 2.31000000 2.780000000
## 2037 1.39000000 2.21000000 2.570000000
## 2038 3.00000000 2.65000000 1.700000000
## 2040 0.80000000 0.72000000 0.670000000
## 2041 1.94000000 1.97000000 0.880000000
## 2042 0.91000000 0.80000000 0.770000000
## 2043 1.22000000 1.18000000 0.830000000
## 2044 0.92000000 0.70000000 0.940000000
## 2045 2.17000000 2.03000000 0.540000000
## 2046 2.03000000 1.96000000 0.630000000
## 2047 2.15000000 2.02000000 0.590000000
## 2048 2.47000000 2.58000000 0.780000000
## 2049 0.98000000 0.60000000 1.290000000
## 2050 0.50000000 0.48000000 1.130000000
## 2051 1.72000000 1.50000000 0.730000000
## 2052 1.86000000 1.82000000 0.820000000
## 2053 4.89000000 4.04000000 2.530000000
## 2054 4.02000000 3.45000000 2.250000000
## 2055 3.82000000 3.41000000 1.780000000
## 2056 2.08000000 2.05000000 0.660000000
## 2057 3.86000000 3.03000000 3.650000000
## 2058 2.66000000 2.17000000 1.810000000
## 2059 3.25000000 3.18000000 1.730000000
## 2060 3.80000000 3.40000000 1.730000000
## 2062 1.88000000 2.30000000 1.850000000
## 2063 1.49000000 1.85000000 1.790000000
## 2064 2.11000000 1.96000000 1.120000000
## 2065 3.17000000 3.16000000 2.060000000
## 2066 4.64000000 3.91000000 3.250000000
## 2067 5.55000000 4.30000000 3.380000000
## 2068 3.68000000 2.87000000 2.440000000
## 2069 6.04000000 4.60000000 3.830000000
## 2070 2.33000000 1.88000000 2.700000000
## 2071 2.05000000 1.51000000 2.590000000
## 2072 4.41000000 3.60000000 2.830000000
## 2073 5.76000000 4.66000000 3.090000000
## 2074 6.21000000 4.84000000 3.390000000
## 2076 2.60000000 2.67000000 1.130000000
## 2077 5.93000000 4.80000000 2.820000000
## 2078 5.95000000 4.77000000 3.340000000
## 2079 4.69000000 4.05000000 3.180000000
## 2080 5.93000000 4.67000000 3.570000000
## 2081 4.89000000 4.04000000 3.160000000
## 2082 1.42000000 1.48000000 2.270000000
## 2083 4.96000000 4.19000000 3.010000000
## 2084 1.28000000 1.91000000 2.770000000
## 2085 7.42000000 6.26000000 3.140000000
## 2086 3.74598772 7.74720175 2.029949246
## 2087 2.50000000 2.72000000 1.560000000
## 2088 1.95000000 2.48000000 3.650000000
## 2089 0.37000000 1.00000000 2.420000000
## 2092 4.72000000 3.71000000 3.160000000
## 2095 0.63000000 1.32000000 2.550000000
## 2096 1.21000000 1.49000000 1.350000000
## 2098 1.02000000 1.45000000 1.870000000
## 2100 1.20000000 1.65000000 2.170000000
## 2101 0.42000000 0.88000000 1.540000000
## 2102 5.49286610 3.84579537 3.075233158
## 2103 3.73186336 6.24348585 2.038949555
## 2104 2.77177304 8.50352138 2.104338747
## 2105 1.11095146 1.65319782 1.296099230
## 2107 3.95593742 3.57378945 0.859662061
## 2111 6.03981334 3.85863993 2.394739683
## 2113 7.00229158 6.41619928 1.457290677
## 2115 5.37618195 5.09264218 1.194527321
## 2117 11.33856372 3.45398163 1.764723888
## 2118 0.71872854 0.81706510 1.608228162
## 2119 0.54257744 3.82719806 1.450269923
## 2122 3.88043779 5.90715781 0.003922487
## 2123 5.18477675 7.18191027 2.276151088
## 2125 5.03311932 5.42709843 0.747961659
## 2132 4.30384058 6.75374610 0.742084700
## 2134 9.22445074 0.77239590 1.210082151
## 2135 2.99227739 7.40717530 1.062800094
## 2136 4.69439580 1.14964803 1.570846303
## 2142 5.30451951 4.59432650 2.547918922
## 2145 2.91345398 8.11833662 0.941913724
## 2147 3.57277196 6.40587661 0.562136175
## 2148 2.08814030 6.76029466 0.766529866
## 2150 3.62815582 8.27816541 2.179367428
## 2153 7.09618584 6.84162665 0.066138553
## 2154 5.28335925 3.69138413 2.674801921
## 2155 2.77917011 4.46404148 1.570374720
## 2156 0.14296816 1.08783563 1.098390242
## 2158 7.35807281 1.80506868 2.156283568
## 2161 3.57686047 5.25150345 2.351389904
## 2165 7.62267503 6.88594952 1.679601873
## 2167 2.01614338 4.58513378 2.870875375
## 2168 3.84848126 1.37416475 0.941729620
## 2169 3.66912895 3.52909175 2.978579171
## 2171 1.10527011 3.45398163 2.713497411
## 2179 3.50212485 8.98766948 3.349885615
## 2181 3.57277196 3.45398163 0.754856968
## 2183 6.29539472 6.35318414 1.614473089
## 2184 8.76709276 0.76938497 1.684003355
## 2185 3.57277196 0.82582131 2.801631592
## 2187 5.87434141 3.65829692 2.038015772
## 2189 5.37977350 5.63657117 0.663859161
## 2191 0.46379845 1.66097230 2.647814066
## 2195 4.73238125 3.45398163 2.155622032
## 2198 6.26093618 1.13943810 1.080831311
## 2201 7.00033503 3.45398163 0.316051559
## 2204 3.57277196 4.91678699 0.305466616
## 2205 4.29936318 7.73032137 1.168533338
## 2206 0.33082380 7.87313070 1.792561545
## 2208 4.40110177 6.37186344 1.684172575
## 2209 2.51975429 2.58851192 2.696571910
## 2210 8.94039413 1.21660437 1.449215218
## 2211 4.45949037 0.15798604 1.959853275
## 2215 3.77222066 3.92591591 1.626040551
## 2217 2.91899805 3.45398163 1.526552413
## 2218 3.57277196 1.14726574 1.791160918
## 2219 4.83572464 1.23394248 2.245923488
## 2221 7.97626008 4.97272038 0.485279302
## 2223 3.84450551 5.21785883 3.098433816
## 2226 2.42929264 1.89486516 2.071536003
## 2227 6.51046641 3.45398163 1.638011031
## 2228 2.23839468 3.45398163 1.994558545
## 2229 3.57621684 3.45398163 1.847781415
## 2230 3.57277196 3.45398163 0.182413050
## 2231 6.35136920 6.30375032 2.361795989
## 2232 1.51238190 2.49078477 0.840247653
## 2233 5.50825810 3.46390344 0.799633049
## 2234 7.17585431 4.53498487 2.634808053
## 2235 4.30722537 5.02084412 1.887160818
## 2236 2.32679984 5.82169068 2.842767023
## 2240 3.57277196 1.03802342 0.520582464
## 2242 8.12722198 4.42302760 1.334440554
## 2246 2.28176358 3.45398163 2.879483422
## 2250 3.61543763 6.58278743 1.452394075
## 2251 7.57629859 8.51550399 2.687157442
## 2253 1.48904822 4.35807589 2.099220298
## 2254 5.48000000 4.50000000 3.110000000
## 2255 7.49000000 6.90000000 3.130000000
## 2256 1.79000000 1.50000000 2.740000000
## 2259 4.86820985 3.75471981 2.471119661
## 2260 2.87756370 6.45752026 2.187024972
## 2261 3.02000000 2.49000000 2.140000000
## 2262 8.70788496 6.02271342 2.801804552
## 2263 9.59000000 9.57000000 3.050000000
## 2264 1.56101481 2.46064383 0.970574217
## 2267 4.63397441 1.87095260 1.684003355
## 2268 7.69785677 5.97510715 2.360628976
## 2269 2.82164057 3.45398163 0.900502807
## 2271 9.17036003 3.45398163 2.380129043
## 2273 3.96208497 3.10220401 1.925970771
## 2274 4.24859600 3.45398163 1.122013188
## 2275 1.57435000 1.14442260 1.211712091
## 2276 5.79569082 0.18693919 2.104533232
## 2277 1.41419581 4.60134816 0.849640000
## 2279 6.02677910 2.65376314 2.777966044
## 2284 7.87186649 4.05894649 2.278047151
## 2285 1.67372693 1.74633786 0.363823815
## 2287 0.47646864 0.87525371 0.904837860
## 2290 1.12408399 3.45398163 2.242801430
## 2291 6.77046305 3.45398163 1.232300906
## 2292 3.38980921 3.72628755 1.685574804
## 2293 4.79487642 2.04623351 2.492457437
## 2295 2.43572532 4.19954993 2.082146868
## 2296 3.91018798 2.59566772 2.221950797
## 2298 0.31486505 5.20250882 2.994658709
## 2299 2.12917097 5.12668624 1.234665302
## 2301 7.08078336 2.53004459 0.602128953
## 2304 6.37562099 0.18785426 1.760837229
## 2306 6.92767518 4.84651704 2.285930920
## 2308 4.68087670 0.91856439 0.897335617
## 2313 3.21973318 3.39121890 0.988208680
## 2318 1.39326105 6.76882642 1.359518543
## 2320 3.24458636 4.17400691 2.500441819
## 2321 0.61380420 3.93700199 1.784615136
## 2323 3.57277196 0.02734693 1.508591384
## 2324 7.46752635 0.45795729 0.281512259
## 2327 0.77958267 3.39511329 2.090176634
## 2328 3.50992243 2.67979975 3.000346947
## 2330 3.37603662 6.47066667 2.992037622
## 2331 2.45730459 7.80210645 0.943784002
## 2335 0.65484107 6.22958363 1.024997110
## 2336 0.33119650 2.16415616 2.399094790
## 2337 5.57738935 1.26110675 1.000144284
## 2338 4.09894591 3.22684082 2.118221091
## 2339 2.56321082 0.31629797 0.881202556
## 2340 3.45851481 3.99354187 1.973331540
## 2341 5.24300801 1.59929941 1.366776692
## 2342 4.75653265 1.89276774 1.666137052
## 2343 1.16899801 2.16292841 1.715629706
## 2344 4.83063795 5.24806139 0.290754707
## 2345 1.54263878 5.71743105 2.491668566
## 2346 2.72785084 3.55665781 1.315653223
## 2351 0.77831868 8.03580928 1.423761554
## 2352 3.97719540 6.35343467 3.648226949
## 2354 3.57277196 4.72629833 2.145330589
## 2356 7.18524334 3.69795548 0.405909577
## 2363 3.57277196 2.11158729 3.901148644
## 2365 0.08332991 2.16222945 1.205417935
## 2368 1.22331320 3.42854494 1.635150379
## 2370 4.71868196 5.09683972 0.904605338
## 2371 3.21001332 0.33336192 1.373558030
## 2372 2.54122187 4.72747777 0.229090521
## 2374 0.18668700 0.06120496 1.301323342
## 2375 1.24582584 1.69670245 0.667183280
## 2376 6.40342379 2.10200176 0.754786149
## 2377 2.01586061 3.37703402 2.060451110
## 2378 1.50715919 3.45398163 1.027407463
## 2379 5.01105132 1.81037823 0.841235387
## 2381 3.57277196 6.66179843 1.634817587
## 2383 2.65705997 3.45398163 0.771960715
## 2384 0.95924023 4.75584298 1.761022294
## 2385 7.43426976 6.14804521 0.873945907
## 2387 3.54470932 4.44239079 1.614516036
## 2388 1.51710289 4.35588616 1.508257415
## 2390 6.82929176 7.95257764 2.684611033
## 2391 3.73676478 3.60202397 0.976561177
## 2392 3.57277196 1.50671280 1.480134065
## 2393 2.11101779 4.95625104 1.071310931
## 2394 3.08406909 2.06414733 2.331877253
## 2398 3.67166162 3.45398163 2.357603537
## 2402 4.90381506 3.45398163 1.514975554
## 2403 3.20715943 0.44780487 0.411790318
## 2407 5.56833860 3.45398163 0.504636430
## 2408 1.02246138 7.16418470 1.389621530
## 2410 6.97185975 3.89016677 0.681922706
## 2411 2.55641118 1.38926468 2.199543774
## 2412 3.57277196 4.60616920 1.117840102
## 2413 3.37909465 5.99615689 2.112322516
## 2414 2.17107757 1.00799003 2.603162477
## 2415 5.09944870 4.50461678 1.320142452
## 2416 3.48485670 2.54129546 0.713468373
## 2420 5.04154183 2.66449938 1.633691358
## 2423 6.63363832 1.67704200 1.349746985
## 2426 3.94793272 1.55777056 1.484154440
## 2430 4.07273388 1.81405850 3.038367999
## 2431 6.33045480 1.41794267 1.633066071
## 2434 2.83589621 7.69594710 0.732003286
## 2436 7.93567406 5.11801056 2.305130936
## 2441 7.17612991 3.45398163 1.139478342
## 2443 5.02129889 5.32845230 1.301003991
## 2444 4.88062129 0.29887890 2.377550521
## 2449 5.27149713 3.78329887 1.198598258
## 2450 5.44120714 1.57093606 1.039542913
## 2452 1.96269679 2.81155645 2.886199757
## 2453 1.20074430 1.80020091 1.569787285
## 2456 3.55005819 3.38027374 2.039456092
## 2457 5.98100378 2.20269343 1.496382361
## 2458 4.11428787 3.45398163 1.386593644
## 2459 7.68184382 3.45398163 1.762527255
## 2460 6.69383043 4.80959536 2.287720104
## 2461 3.82806812 3.72511265 1.815252965
## 2463 3.39975001 3.45398163 0.261508344
## 2465 1.36698943 2.96239328 1.201030475
## 2466 6.07945554 4.83102150 1.176991671
## 2471 0.10729154 3.39819855 2.304950721
## 2474 1.00946745 2.84316413 1.577086625
## 2475 4.10885015 4.49863562 3.708569672
## 2476 3.23958966 4.67666830 0.558022873
## 2477 1.15266696 3.45398163 1.449540262
## 2479 3.57277196 3.45398163 1.557302352
## 2480 0.22013002 6.43380590 0.616333177
## 2484 4.52860838 7.69996273 2.734903075
## 2486 4.59305305 7.30937951 2.532565763
## 2489 1.77082381 5.34067634 3.073055216
## 2490 2.91223626 6.31358002 3.509547793
## 2493 3.57277196 8.29681035 1.450595368
## 2494 1.21687688 3.76609173 2.097523331
## 2496 6.82680543 2.33799269 1.200705884
## 2497 3.19748046 3.45398163 2.825527444
## 2498 3.57277196 1.11449625 0.844340284
## 2502 3.57277196 2.37644242 1.163810502
## 2504 10.20610091 6.88521827 2.134611206
## 2505 6.24167315 5.25912203 1.650697417
## 2506 1.74396251 3.45398163 0.502965424
## 2508 7.61428765 7.49923618 1.875481372
## 2509 2.70394908 0.09284624 1.295110103
## 2510 2.19000000 2.21000000 0.640000000
## 2514 0.01000000 0.17000000 1.190000000
## 2515 4.01000000 2.79000000 3.700000000
## 2516 3.92000000 2.77000000 3.110000000
## 2517 2.34000000 2.26000000 0.850000000
## 2519 0.91000000 0.79000000 0.730000000
## 2520 0.52000000 0.46000000 0.760000000
## 2522 1.91000000 1.83000000 0.680000000
## 2523 1.12000000 0.82000000 1.830000000
## 2524 5.15000000 4.78000000 2.710000000
## 2525 4.89000000 4.20000000 2.250000000
## 2526 5.77000000 4.98000000 2.050000000
## 2527 4.81000000 4.20000000 2.970000000
## 2528 0.86000000 0.78000000 0.690000000
## 2530 0.67000000 0.61000000 0.680000000
## 2532 0.16000000 0.28000000 0.830000000
## 2534 0.28000000 0.34000000 0.750000000
## 2535 2.10000000 2.15000000 0.750000000
## 2536 1.66000000 1.63000000 1.110000000
## 2537 3.48000000 2.43000000 2.640000000
## 2538 0.94000000 1.21000000 1.520000000
## 2540 1.12000000 1.04000000 0.750000000
## 2541 1.31000000 1.24000000 0.840000000
## 2542 4.28000000 3.31000000 2.520000000
## 2543 4.92000000 4.09000000 2.640000000
## 2544 6.87000000 6.37000000 2.430000000
## 2545 2.92000000 2.42000000 2.290000000
## 2546 0.76000000 0.68000000 0.610000000
## 2547 0.16000000 0.31000000 0.790000000
## 2550 0.66000000 0.58000000 0.540000000
## 2552 0.40000000 0.72000000 1.440000000
## 2553 5.61000000 4.93000000 2.490000000
## 2554 0.57000000 0.52000000 0.490000000
## 2555 2.38000000 2.26000000 0.980000000
## 2556 0.12000000 0.37000000 1.160000000
## 2558 0.80000000 0.67000000 0.710000000
## 2559 3.94000000 2.97000000 3.010000000
## 2560 7.03000000 6.75000000 1.880000000
## 2561 6.24000000 5.35000000 2.940000000
## 2562 2.06977156 3.45398163 2.127603270
## 2563 2.91503973 2.99810900 1.039611359
## 2565 6.66185122 7.59814119 1.955322000
## 2566 4.89000000 4.41000000 3.530000000
## 2567 7.04000000 6.47000000 2.940000000
## 2568 8.19000000 7.78000000 2.800000000
## 2569 7.18000000 7.05000000 2.740000000
## 2571 0.70000000 0.59000000 0.720000000
## 2575 0.29000000 0.32000000 1.280000000
## 2576 3.45000000 3.11000000 3.320000000
## 2577 1.97000000 1.90000000 1.310000000
## 2578 3.41434884 3.85591605 2.621079365
## 2579 1.16000000 1.18000000 1.330000000
## 2580 4.17000000 3.51000000 2.130000000
## 2581 5.05000000 3.99000000 2.410000000
## 2582 5.58000000 4.44000000 3.540000000
## 2583 4.26000000 3.00000000 3.180000000
## 2585 5.87000000 4.66000000 3.200000000
## 2587 3.81297546 2.64337172 2.665794348
## 2588 6.83000000 5.75000000 3.180000000
## 2589 2.35000000 1.74000000 2.520000000
## 2591 4.92000000 3.96000000 3.340000000
## 2592 2.34000000 1.96000000 2.770000000
## 2594 3.56098082 1.08320683 2.484653544
## 2595 4.27625193 4.38275299 2.028742703
## 2596 4.35000000 2.86000000 3.340000000
## 2599 1.77000000 1.76000000 1.310000000
## 2600 2.41054914 6.40156697 1.725332338
## 2601 3.73000000 3.13000000 2.310000000
## 2603 4.59047929 2.65401672 1.684003355
## 2605 6.22285082 6.39434388 1.000530223
## 2607 0.73000000 0.15000000 2.590000000
## 2610 8.33000000 8.15000000 2.970000000
## 2611 8.62000000 8.46000000 2.250000000
## 2612 8.69000000 8.72000000 2.580000000
## 2614 4.06000000 3.53000000 1.850000000
## 2615 0.87195763 4.48829137 1.859841672
## 2618 3.70788656 3.45398163 2.181209072
## 2619 0.31640998 1.42898352 1.574515919
## 2620 8.05000000 7.21000000 3.630000000
## 2621 9.06000000 8.78000000 3.280000000
## 2622 9.74000000 9.49000000 3.200000000
## 2623 7.67000000 7.91000000 3.720000000
## 2626 9.24000000 9.21000000 2.540000000
## 2627 9.78000000 9.74000000 2.380000000
## 2628 8.77000000 8.54000000 2.930000000
## 2629 7.65000000 6.92000000 3.200000000
## 2630 2.70731375 1.24084617 1.545088598
## 2633 0.05000000 0.13000000 1.190000000
## 2634 3.24000000 2.75000000 1.920000000
## 2635 8.65000000 7.83000000 3.550000000
## 2636 3.85000000 3.43000000 1.790000000
## 2637 7.49000000 6.52000000 3.180000000
## 2638 8.28000000 7.31000000 3.660000000
## 2641 2.90000000 2.87000000 0.870000000
## 2642 4.52000000 3.54000000 2.540000000
## 2643 3.44344039 8.45806664 1.731570891
## 2644 6.24377992 7.48046949 2.693913650
## 2647 3.61390196 5.20443030 1.624069603
## 2648 7.31229976 6.79325409 1.811425493
## 2649 4.04723776 5.67867894 1.792954806
## 2650 5.09161067 3.45398163 2.143803232
## 2651 4.69468987 5.55164514 2.423584252
## 2652 7.90750142 3.45398163 0.565319131
## 2654 9.19977669 5.47195183 2.427135781
## 2655 3.57277196 1.89682231 2.229813176
## 2656 5.72607039 3.41393367 1.847199196
## 2657 3.92705627 0.09165105 2.925346381
## 2660 4.84017663 2.55753956 1.403578931
## 2661 1.25817980 6.37580786 1.270920576
## 2664 5.60895532 1.04523952 1.731001585
## 2665 2.53518625 4.39273134 2.423944503
## 2666 2.63467649 1.91695674 0.744165781
## 2667 8.23067915 7.83700504 2.484968806
## 2668 4.00631566 5.12560661 0.940556345
## 2669 3.24633025 6.06570690 1.257927871
## 2670 2.00704468 0.41060359 0.143660734
## 2671 3.57277196 0.32562459 1.466310494
## 2672 5.09804828 5.70441504 1.749024670
## 2673 3.30334106 2.99229575 1.605283249
## 2675 5.74492339 4.93645680 0.209561668
## 2676 4.35391581 4.48712529 1.533800175
## 2678 3.21403481 3.45398163 1.904288204
## 2679 5.96714918 3.45398163 1.531056611
## 2680 1.77840066 6.82126741 2.340048553
## 2686 6.71478201 0.90625110 1.242850456
## 2688 4.70929275 5.98657684 1.014369831
## 2689 6.61100050 5.70592558 2.667738254
## 2690 0.29676986 1.20679740 2.006303489
## 2691 1.76484676 1.48862438 3.168284606
## 2692 2.19749199 1.68859638 2.419433072
## 2694 6.55051540 6.71783935 2.748477687
## 2695 7.47289239 5.59317024 0.495078226
## 2699 8.54968104 4.93201999 2.092871029
## 2700 5.50746155 3.45398163 1.684003355
## 2701 2.54091861 1.75187420 3.055773947
## 2703 2.95505142 7.79575781 2.280503025
## 2705 3.02553396 4.68549711 0.707575907
## 2708 3.65706359 3.45398163 1.486033898
## 2710 2.39671688 4.71298266 1.878389776
## 2712 7.60356432 5.18766437 2.255719140
## 2713 4.62800567 3.86072887 1.583513211
## 2714 6.04646422 3.37342316 1.810725041
## 2715 5.79947901 3.45398163 1.258870294
## 2717 3.16672627 1.42810280 2.518558289
## 2719 1.46321578 3.88932935 2.316399433
## 2722 3.23857289 2.03581840 1.686254120
## 2723 3.57277196 4.18787710 2.414624115
## 2724 1.80130819 6.14396578 2.098884225
## 2727 5.73612691 2.70235015 1.684003355
## 2728 5.89000000 4.82000000 2.980000000
## 2729 2.84000000 3.06000000 3.720000000
## 2733 6.11034372 4.05022358 0.106494252
## 2734 7.26000000 6.80000000 2.810000000
## 2739 2.52104620 5.04344195 1.896625886
## 2742 3.62475347 5.18909941 0.971566180
## 2744 3.57277196 5.47411439 1.934463535
## 2745 3.57277196 3.03950342 1.588005304
## 2748 2.91037347 2.59911070 0.742124088
## 2749 8.22744383 5.03821683 1.598270056
## 2750 4.33967222 5.83308786 1.892771369
## 2751 4.55877689 1.92261327 2.047112119
## 2752 1.93333557 3.45398163 1.814593584
## 2754 5.39325696 2.74913886 0.201826092
## 2757 7.37264447 1.61095699 3.089475414
## 2758 0.96277501 2.21656599 2.176228911
## 2759 3.55703526 3.45398163 0.375151770
## 2762 6.79444444 3.59202799 2.317918958
## 2764 5.31352240 4.33732795 1.634951700
## 2765 3.05918730 3.45398163 0.310173010
## 2767 1.91836660 2.08823080 0.084937145
## 2769 6.13195923 4.43518116 0.685648740
## 2774 6.51253299 6.64331196 0.479265270
## 2776 2.25332155 3.54557583 3.416394490
## 2778 5.76971237 2.38217255 3.026257394
## 2779 3.57277196 5.33673681 1.971216462
## 2782 1.71732159 3.00442258 1.602066342
## 2785 3.14061931 8.40514067 1.503240900
## 2787 4.28488558 2.97367732 0.853818861
## 2788 4.44424704 1.46831863 1.646423222
## 2789 5.68502446 3.45398163 1.393420671
## 2790 3.58208218 0.39195126 1.357197082
## 2796 5.21666140 2.69488104 2.050956999
## 2797 3.57277196 3.45398163 1.413749491
## 2798 3.61260637 5.55094215 2.497163590
## 2801 7.43281657 1.38476508 1.949880945
## 2803 5.14800748 0.69519406 2.315904804
## 2806 5.18676549 2.77573276 0.741097624
## 2813 2.70113039 7.65173811 1.302101795
## 2815 6.50243199 3.09287242 2.115001235
## 2816 5.78441244 3.45398163 1.192655784
## 2820 3.57277196 8.17277501 2.315993139
## 2822 3.95971629 5.03439301 2.021218033
## 2827 3.20084216 6.06721323 2.210646691
## 2828 4.36625724 5.78851204 1.394520848
## 2830 2.42319861 3.96476946 2.697280757
## 2832 2.98284823 3.27984475 1.667806473
## 2833 5.07494931 3.74002651 1.730374865
## 2834 2.81770064 0.08259595 1.256997814
## 2835 6.27609529 3.45398163 2.032328481
## 2836 1.46742648 5.40772840 2.012511644
## 2837 9.82141350 3.45398163 1.388334678
## 2840 3.57277196 4.74243543 3.053226145
## 2841 3.69926648 4.15899303 1.374279408
## 2842 5.26472179 6.48625518 1.272873781
## 2844 5.01431128 3.14325523 1.695395606
## 2845 3.10426916 3.09394285 0.992805550
## 2849 0.21411692 3.54080880 0.887248946
## 2850 6.78474076 2.41807437 1.440398195
## 2852 5.28313830 3.13330287 1.380272731
## 2853 4.65257825 1.80248066 1.945833524
## 2854 1.08720203 8.96424170 0.175611022
## 2855 2.52706243 3.66405794 2.231030602
## 2856 1.73351795 2.32549680 1.602715180
## 2859 2.91128582 2.03550986 1.449452673
## 2861 6.75093906 2.61794639 1.452215660
## 2863 1.36048704 7.59073499 0.882576259
## 2865 3.24515063 1.29950971 1.033573822
## 2866 6.72665550 4.25052519 1.248379431
## 2867 5.24836777 3.45398163 0.719643648
## 2868 3.02757219 1.70717111 0.942219521
## 2873 0.61361909 0.57664062 1.694416701
## 2874 2.62452609 5.04227627 1.745878375
## 2876 3.68852244 5.45149665 2.718592138
## 2879 3.88514994 1.62484592 1.586956776
## 2880 0.53821766 5.40040507 0.758577943
## 2882 6.00960368 3.45398163 2.290246633
## 2884 4.38516542 3.45398163 1.191702750
## 2885 1.30559798 9.86938481 1.119662316
## 2886 3.14976858 2.90269290 1.387608912
## 2887 2.96951735 5.05556209 1.068629564
## 2888 3.57277196 4.87832705 0.943158400
## 2890 6.28006198 4.25255583 0.113700966
## 2895 1.99907638 1.04800466 1.647941336
## 2897 7.52742108 6.35360472 1.383841745
## 2899 5.40441684 7.24239497 2.255812440
## 2900 2.25899708 0.77792003 1.904642259
## 2902 3.13725691 4.15646040 1.562670751
## 2903 0.97300839 5.63854108 2.148524614
## 2905 2.23021223 4.93841927 1.855272750
## 2907 2.70437451 6.16766657 0.380946886
## 2909 0.72406749 2.48944992 1.443355840
## 2915 3.28842862 7.86577280 1.776755975
## 2918 7.98990982 5.94679144 0.800905325
## 2921 0.10388629 2.62021071 1.867115520
## 2922 2.86659028 5.15007469 0.993426943
## 2923 0.15066733 0.69139263 1.987414223
## 2924 8.41805684 2.93081106 1.040441952
## 2931 5.27054141 1.99286602 3.003982340
## 2932 1.58278324 2.78880840 2.136347499
## 2933 3.57277196 10.46639470 1.842891768
## 2934 2.81630447 5.89750534 2.009736748
## 2935 3.20175353 0.69868312 0.628260156
## 2947 7.07000000 6.33000000 3.650000000
## 2950 3.55514789 3.83331589 1.489658883
## 2951 9.58000000 9.66000000 3.490000000
## 2953 6.22000000 5.81000000 2.910000000
## 2955 3.09867622 2.43347030 2.444337401
## 2960 7.76000000 7.30000000 3.460000000
## 2964 8.67000000 8.91000000 3.730000000
## 2966 5.78000000 3.91000000 3.780000000
## 2970 3.60859495 4.96264461 1.679029098
## 2972 3.45000000 3.03000000 1.780000000
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## 2977 3.85000000 3.59000000 1.750000000
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## 2980 0.99000000 0.99000000 1.310000000
## 2981 2.37000000 2.35000000 0.730000000
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## 2985 3.53000000 2.65000000 2.530000000
## 2987 7.54000000 7.40000000 3.230000000
## 2988 7.79000000 7.80000000 3.200000000
## 2989 2.16000000 2.08000000 0.930000000
## 2991 2.68000000 2.28000000 1.690000000
## 2993 8.53000000 8.20000000 3.300000000
## 2994 9.80000000 9.92000000 2.560000000
## 2995 1.10000000 1.12000000 1.310000000
## 2996 3.58310546 10.29655820 1.213730347
## 2997 1.06000000 0.95000000 0.850000000
## 2999 1.59000000 1.54000000 0.560000000
## 3000 2.26051038 7.13207692 1.281298185
## 3001 2.31000000 2.33000000 0.670000000
## 3003 2.78000000 2.76000000 0.770000000
## 3005 0.25000000 0.14000000 0.940000000
## 3007 2.11000000 2.16000000 0.830000000
## 3008 1.64069613 3.45398163 1.250475450
## 3009 2.56000000 2.53000000 0.590000000
## 3012 1.89000000 1.47000000 1.930000000
## 3013 5.46018438 2.08959282 1.195447762
## 3014 2.40000000 2.40000000 0.730000000
## 3016 2.94000000 2.89000000 0.670000000
## 3017 3.94495422 0.32666211 1.493930463
## 3018 2.50000000 2.61000000 1.060000000
## 3019 1.84050750 3.45398163 1.047276324
## 3022 5.36822740 2.06225206 1.851101775
## 3024 5.45653808 3.45398163 0.648174651
## 3027 2.43000000 2.29000000 0.680000000
## 3029 0.53000000 0.45000000 0.490000000
## 3031 1.12000000 1.12000000 0.720000000
## 3034 3.57277196 2.85009470 0.621334852
## 3038 7.40296980 4.39544548 1.600967683
## 3039 1.92000000 1.88000000 0.790000000
## 3040 2.08361595 3.45398163 1.316828290
## 3042 2.16999700 5.75519308 1.309054595
## 3044 4.37033163 3.80325522 2.097500929
## 3045 2.67000000 2.51000000 0.680000000
## 3049 3.52000000 3.44000000 1.810000000
## 3050 1.11712010 6.20720154 1.555583349
## 3051 1.82000000 1.75000000 0.750000000
## 3053 4.76000000 3.25000000 3.650000000
## 3054 3.57277196 0.38287110 3.123480305
## 3055 5.57023631 2.38345359 2.594861348
## 3056 5.00000000 3.65000000 3.330000000
## 3057 5.29366264 6.08915728 2.182795324
## 3058 7.30000000 6.85000000 2.400000000
## 3059 3.59503281 6.02215828 2.958013254
## 3060 1.20000000 1.16000000 0.780000000
## 3061 5.90306278 3.45398163 1.991436672
## 3062 1.38000000 1.40000000 1.100000000
## 3063 9.48564654 1.45678288 2.766598409
## 3064 1.74000000 1.59000000 1.110000000
## 3066 1.95000000 2.11000000 1.620000000
## 3067 4.88190092 6.90579748 1.800770879
## 3068 2.34000000 2.32000000 0.500000000
## 3070 2.84000000 3.02000000 1.060000000
## 3071 6.28299374 3.83771860 1.136673319
## 3072 2.44000000 2.48000000 0.770000000
## 3074 1.29000000 1.26000000 0.870000000
## 3076 6.17000000 4.76000000 3.140000000
## 3077 3.50487135 5.77104070 2.550274993
## 3078 5.01000000 4.29000000 2.620000000
## 3080 7.57000000 7.50000000 2.900000000
## 3083 7.13000000 6.66000000 3.500000000
## 3084 5.82000000 4.91000000 3.190000000
## 3085 4.19309608 6.29481710 2.400308134
## 3086 4.19029876 5.63191535 0.436812704
## 3087 3.58000000 3.37000000 1.870000000
## 3088 3.16753450 3.93185091 1.212986934
## 3090 2.97863421 6.38918903 0.936896988
## 3091 3.31000000 3.37000000 0.640000000
## 3092 5.99263380 3.71305752 1.118802169
## 3093 3.57277196 4.14199717 3.145422049
## 3095 1.56000000 1.52000000 0.520000000
## 3097 0.03470341 2.37338652 2.923478796
## 3098 1.30000000 1.29000000 0.830000000
## 3099 1.09000000 1.16000000 0.740000000
## 3100 1.78000000 1.69000000 0.600000000
## 3101 1.93000000 1.97000000 0.820000000
## 3103 6.15131270 7.22564330 1.388740004
## 3104 5.47000000 4.69000000 2.530000000
## 3107 3.87974856 3.45398163 1.770852012
## 3108 8.62953485 2.70655286 2.068017935
## 3112 6.61874978 1.33907775 2.157731758
## 3113 3.61040081 2.02809460 0.777745399
## 3115 3.80420722 10.04583076 1.651244432
## 3117 3.57277196 3.53943247 1.271712189
## 3118 3.29405134 3.45398163 0.783498148
## 3119 1.58791789 0.45670355 3.253453503
## 3124 5.72100297 2.43250098 1.408064003
## 3127 4.53456336 4.29411041 0.767445432
## 3130 3.57038928 6.38598535 2.159529229
## 3131 3.47982835 3.45398163 1.024718700
## 3133 0.21124590 7.55804193 2.397433724
## 3135 2.49733625 3.45398163 2.169001179
## 3137 5.72800545 3.45398163 0.577844981
## 3140 7.09433681 7.58177360 0.267606319
## 3142 5.53712992 8.61070551 1.923636174
## 3147 6.46352080 6.00067795 1.684003355
## 3150 1.56137139 3.45398163 1.002967832
## 3153 6.23750805 3.45398163 1.627235570
## 3154 2.58552882 2.88334668 2.544076115
## 3155 1.62131979 3.45398163 1.177427735
## 3156 6.96014736 2.82647854 2.097242829
## 3158 5.11000000 4.67000000 3.150000000
## 3159 5.06000000 4.72000000 3.200000000
## 3160 4.96000000 4.62000000 3.210000000
## 3161 5.20000000 4.82000000 3.500000000
## 3162 4.99000000 4.50000000 3.370000000
## 3163 5.45000000 4.75000000 3.150000000
## 3164 5.16000000 4.67000000 3.390000000
## 3165 5.50000000 4.75000000 3.580000000
## 3166 3.55000000 2.93000000 3.340000000
## 3167 4.57000000 4.34000000 3.440000000
## 3168 3.57277196 4.22179234 1.416662646
## 3171 3.03739385 4.16861243 3.258062578
## 3173 0.49782233 3.45398163 1.382086491
## 3175 1.77333157 2.77888385 1.619821932
## 3177 6.01060964 1.34408923 1.177416650
## 3178 4.46333688 0.89839679 1.815322310
## 3182 3.91662052 4.42069047 2.351647694
## 3183 9.57696340 1.19185829 1.029788160
## 3184 3.57277196 5.70492712 1.470984254
## 3186 3.57277196 6.62537486 2.878131537
## 3187 7.57887792 3.44043640 1.048433701
## 3188 4.55130386 0.73063654 0.623605293
## 3190 3.06501547 2.88344020 2.400059621
## 3192 5.08226352 7.28589998 0.983730084
## 3198 6.57324717 5.78255406 2.113027634
## 3200 3.57277196 5.16364858 1.384752178
## 3205 6.06250313 4.22907086 2.270273972
## 3206 5.88059906 5.08274020 1.853259332
## 3207 7.70453178 2.95485154 1.940952580
## 3208 1.63915278 3.45398163 1.361919067
## 3209 0.88168750 3.12066820 1.724642050
## 3211 1.10352686 4.93253517 1.065786668
## 3216 3.57277196 8.64056301 0.800840147
## 3220 1.34265904 6.21234931 2.190640280
## 3222 2.33507903 3.45398163 2.813152810
## 3223 0.73084301 2.68596914 2.786601340
## 3224 0.19522634 2.97467966 2.400731550
## 3225 9.38584480 2.12568452 2.382750842
## 3227 3.57277196 3.45398163 1.605976207
## 3233 2.81404013 7.06107976 0.290129313
## 3238 3.57277196 0.15496402 1.797365206
## 3239 1.25138231 4.08787484 2.693197257
## 3241 6.25560751 1.69304193 1.588707096
## 3245 3.35852767 0.80966165 0.651181962
## 3246 6.02006884 5.86352054 1.437193838
## 3248 8.89358402 1.21598173 2.206974854
## 3252 5.74294116 4.64999720 1.938363143
## 3254 2.15106269 2.81873210 2.550817125
## 3258 3.36593247 2.97636418 1.430747694
## 3260 6.04490575 0.10354231 1.321679165
## 3262 0.09849447 6.24078228 0.889659851
## 3264 5.29974669 2.77853050 2.770530077
## 3265 5.14533687 5.28005917 2.159322196
## 3266 4.03056366 3.55788898 3.092069333
## 3267 1.95586984 2.38382461 2.598316536
## 3268 3.57277196 1.41021246 3.092424626
## 3270 2.24872355 0.84464637 1.816374592
## 3274 5.40682993 4.59570180 0.503301054
## 3276 6.81014066 3.45398163 2.096760881
## 3282 0.55914709 6.87487583 1.242252543
## 3283 0.76538149 3.45398163 0.631823072
## 3284 4.99272587 4.77722831 1.129353717
## 3286 6.07610495 3.45398163 0.964611496
## 3287 3.62845577 8.60300699 0.370839301
## 3288 3.19564526 3.45398163 0.983594016
## 3291 3.57277196 4.60384101 1.684003355
## 3293 4.53035558 3.45398163 3.188698740
## 3294 7.24222776 3.45398163 0.959276231
## 3295 3.58421327 2.35591918 1.140106059
## 3296 4.19515886 4.07840989 2.034924903
## 3298 2.36201715 1.41312488 2.567623925
## 3302 2.71606749 3.45398163 1.575791720
## 3305 5.08886773 1.48585526 0.336775606
## 3308 3.72614050 7.18868114 0.874728937
## 3309 11.24497912 5.66360882 2.416723503
## 3310 3.57277196 1.59475433 2.956741533
## 3311 1.00789304 4.86574044 0.868682344
## 3313 2.84726478 3.45398163 3.510551774
## 3314 4.71633638 5.17076428 1.846612125
## 3315 2.74013236 3.45398163 1.868427801
## 3316 5.69684994 7.64694649 1.456891872
## 3317 2.73576328 5.75411648 1.515054517
## 3324 2.31518526 6.32318626 2.599171704
## 3325 2.24000000 2.23000000 0.400000000
## 3326 2.40000000 2.38000000 0.360000000
## 3327 2.30000000 2.29000000 0.410000000
## 3328 2.35000000 2.34000000 0.360000000
## 3329 2.28000000 2.28000000 0.460000000
## 3330 2.47000000 2.53000000 0.430000000
## 3331 2.38000000 2.38000000 0.390000000
## 3332 2.28000000 2.27000000 0.430000000
## 3333 2.31000000 2.31000000 0.430000000
## 3334 2.38000000 2.38000000 0.420000000
## 3335 9.15519963 0.67757090 1.399363353
## 3338 2.11218682 0.81005743 1.539876772
## 3339 1.39358331 4.56219904 2.034570160
## 3340 3.82652121 5.98043554 1.199426065
## 3341 4.45127888 3.45398163 1.703519513
## 3343 4.27200415 2.03563567 1.408802478
## 3344 9.16765894 5.42590514 2.880760404
## 3345 3.24299890 1.09673799 1.421274986
## 3346 3.57277196 3.45398163 0.423452120
## 3351 1.96895176 11.59526807 0.760917294
## 3353 3.57277196 3.45398163 1.588300742
## 3354 3.57277196 5.32697258 1.167243403
## 3357 2.98600040 1.05294862 2.790244154
## 3359 1.83290525 7.23891758 1.592411222
## 3362 2.08829819 3.99956910 1.304364124
## 3363 4.60221588 2.65497816 1.752432778
## 3367 5.41497457 4.91629730 2.380719890
## 3369 5.34242752 2.26916397 1.930526297
## 3372 2.55126030 4.79977499 1.660442152
## 3376 8.07624123 7.46634199 0.138203055
## 3377 1.67463131 1.59185775 1.928266895
## 3378 3.08313082 6.42028471 2.731841102
## 3383 3.04000000 2.76000000 3.580000000
## 3384 2.78000000 2.53000000 3.720000000
## 3385 3.27000000 2.61000000 3.230000000
## 3387 3.06000000 2.43000000 3.600000000
## 3388 3.40000000 2.88000000 3.680000000
## 3392 6.75266166 4.34500516 2.182525676
## 3393 2.76270772 3.19157076 2.628832711
## 3395 6.69826200 2.58534653 1.249199310
## 3398 3.57277196 3.45398163 2.246775461
## 3399 5.46006200 3.45398163 1.221003787
## 3400 1.83573706 7.94448336 1.839211024
## 3403 5.51889553 3.45398163 1.250494219
## 3404 2.12052115 3.63440728 0.818700655
## 3407 4.24134259 3.76116917 1.405554794
## 3410 2.32454664 6.03841393 1.508016500
## 3415 4.10855902 4.76419578 1.278754988
## 3418 9.56095815 5.09610422 2.630715211
## 3419 1.96085436 3.45398163 0.767827467
## 3422 2.38349812 4.60462906 1.546425744
## 3426 2.70456092 4.67770982 1.841820607
## 3427 7.25040632 3.92561293 0.926879079
## 3429 6.70741366 3.57921425 1.509739510
## 3432 2.78937415 1.23635064 2.022584035
## 3433 0.87364168 5.80073748 1.694387770
## 3434 2.66898606 1.87277568 0.346843767
## 3435 8.88000000 8.81000000 2.460000000
## 3436 2.38344886 7.55576805 2.801697557
## 3439 1.50743603 4.68599666 3.017547275
## 3440 3.57277196 0.17443259 2.038326919
## 3441 5.39974950 11.47052806 1.745061156
## 3442 1.88199094 2.06179939 0.754219911
## 3443 2.69790236 2.45587680 2.544081138
## 3444 9.10000000 9.02000000 2.210000000
## 3445 9.33000000 9.20000000 2.480000000
## 3446 9.28000000 9.16000000 2.370000000
## 3447 9.32000000 9.25000000 2.300000000
## 3448 9.04000000 8.96000000 2.140000000
## 3449 9.09000000 9.02000000 2.170000000
## 3450 9.46000000 9.42000000 2.340000000
## 3451 9.36000000 9.28000000 2.250000000
## 3452 9.28000000 9.18000000 2.300000000
## 3453 9.25000000 9.16000000 2.270000000
## 3454 2.70914311 1.21075014 2.958461447
## 3456 3.72425374 0.88211503 2.052205361
## 3460 3.57277196 3.45398163 1.037830092
## 3461 1.81806093 2.98438885 1.044043251
## 3462 2.75958631 5.61354689 0.897658890
## 3464 0.36228398 7.20914960 0.873166161
## 3465 5.46252409 1.31190683 0.312891897
## 3466 4.46060146 6.55772688 1.364036684
## 3469 2.51038287 2.32467918 0.630060622
## 3470 7.00650811 3.45398163 1.317015512
## 3471 1.61259934 0.02345935 1.912003104
## 3473 1.70243011 3.45398163 1.691318820
## 3475 8.42000000 8.47000000 3.140000000
## 3476 2.88219879 7.16449219 1.602299940
## 3477 5.64063585 3.19170327 0.795962645
## 3478 1.33240733 3.45398163 3.307580664
## 3484 5.94221271 4.59951098 0.976566943
## 3485 6.15347537 6.06814945 2.283695058
## 3486 1.23501089 2.53555524 2.851295926
## 3487 3.76972819 3.77134162 1.684003355
## 3488 5.90095044 2.60654548 2.049203500
## 3489 1.87999370 6.75604550 1.137254629
## 3490 3.57277196 3.27350223 1.637670590
## 3495 3.57277196 7.96772738 2.108333636
## 3497 2.43730643 0.04158745 1.840911947
## 3498 1.90673961 5.50050199 0.378374475
## 3499 6.53115638 1.38626653 1.878807994
## 3500 0.67807621 1.43621046 2.047404995
## 3501 3.76956686 6.68265632 1.130768569
## 3504 1.77447588 6.39195340 1.238683119
## 3506 6.52156432 3.88476717 1.045714533
## 3509 2.66400675 4.60425763 2.061950559
## 3510 10.29166457 0.97254874 2.002478530
## 3511 2.14646323 3.57684565 0.831652137
## 3513 1.64608513 4.79529792 2.600673133
## 3514 0.78547048 5.89452071 1.788205777
## 3515 4.43901978 2.60806575 1.551655267
## 3524 3.57277196 1.22038249 2.334122954
## 3528 3.57277196 4.70139191 0.981665282
## 3529 2.24342343 7.52492703 1.263205520
## 3530 2.89446559 0.76770177 2.497401347
## 3535 6.21126480 0.71126688 1.922061462
## 3536 3.57277196 4.16723877 2.057108656
## 3537 6.07304888 7.18361760 1.835187510
## 3538 2.46680117 2.07729883 1.591509889
## 3539 4.93077204 6.46015261 2.887540432
## 3542 7.91677477 5.44302650 0.633625107
## 3545 1.18734612 3.45398163 3.664376733
## 3548 4.97262030 7.06757593 1.684003355
## 3549 3.57277196 2.55880153 1.775989789
## 3552 4.46591462 4.94141867 0.561722428
## 3554 3.17003142 5.68948049 0.077242553
## 3556 6.49262059 1.79892000 2.530136132
## 3559 2.00312806 0.62288234 3.689618739
## 3561 0.15428020 5.64126464 0.536544476
## 3563 4.65989953 6.54354312 1.496329162
## 3564 0.82963701 1.69909442 1.362454876
## 3566 5.29209056 0.59571401 2.238323231
## 3568 2.30940968 6.81554869 0.331570407
## 3571 2.84279899 8.41667071 2.132375597
## 3572 1.96469130 6.00940527 3.065549593
## 3576 3.70938855 5.37362470 1.877402242
## 3578 3.57277196 7.92071692 1.263818715
## 3579 4.74261070 7.79127540 1.683617492
## 3582 5.04491754 1.32225019 2.706871421
## 3583 7.47323931 3.08390158 1.628946715
## 3584 3.32538292 2.67104453 1.579266565
## 3587 4.32503344 3.45398163 1.519239754
## 3588 9.16232584 5.81444987 0.890960049
## 3590 0.80732424 2.90927012 0.884591158
## 3592 2.77443570 2.12707952 2.343967669
## 3595 6.32556649 0.53776449 2.253204834
## 3596 1.63141389 2.30999340 2.342788826
## 3598 6.90242096 2.13112141 2.680661164
## 3599 2.29122581 6.22979180 2.333157697
## 3600 4.55548578 3.45398163 1.192459136
## 3602 4.08693368 3.67286074 2.612711030
## 3603 1.39263912 5.11525611 1.581992915
## 3604 6.24003749 1.54327645 1.033269265
## 3609 3.76842212 3.45398163 0.465006267
## 3610 4.31856856 3.45398163 2.331487099
## 3612 3.67733411 5.21427702 2.504518546
## 3616 2.06402689 0.78914133 2.667561946
## 3618 3.05406319 4.05446518 1.160390154
## 3621 5.06862443 1.72548021 2.855042027
## 3622 1.88302525 6.22268370 0.149324842
## 3623 0.94828583 3.95378765 2.533252537
## 3624 3.57277196 4.61194324 2.239542689
## 3626 3.31248120 3.45398163 2.184308228
## 3628 3.37751877 6.28476975 1.499801895
## 3629 3.57277196 2.73724406 1.774918063
## 3631 5.34797932 3.45398163 3.821959163
## 3633 2.19625462 4.03647143 1.999676741
## 3634 3.57277196 4.03695521 2.006975167
## 3635 3.35569308 3.36015774 0.714157672
## 3636 3.06979661 3.45398163 1.777725835
## 3637 2.62282316 5.35918004 2.352747941
## 3638 1.36934310 5.98308339 1.632179057
## 3639 4.83204522 3.54197611 2.674921147
## 3642 3.70192213 3.45398163 1.684003355
## 3644 3.82882707 5.58171845 1.953542810
## 3646 7.84118785 2.77563439 0.894733953
## 3649 3.57277196 3.65017567 2.457710181
## 3650 2.46341101 2.66137735 2.375430970
## 3652 4.39417919 5.93971149 2.422921268
## 3653 2.45241557 2.64496181 2.157242694
## 3655 5.08423836 1.88750224 1.528398950
## 3660 4.42261277 4.14050321 1.658313202
## 3662 5.01797136 4.31813113 0.978879364
## 3663 2.74258607 3.45398163 2.929844999
## 3665 5.01509848 4.48454699 0.997854208
## 3668 7.81303837 9.48785300 1.125438246
## 3669 3.35258570 1.82292078 2.213746547
## 3670 7.56000000 7.20000000 2.170000000
## 3671 4.93000000 3.98000000 2.250000000
## 3672 2.27393063 3.34543814 1.057737445
## 3673 6.88673741 1.15670022 3.379167263
## 3675 3.57277196 0.78188053 2.100529549
## 3681 8.43600804 3.91178230 0.817567803
## 3684 0.06209236 1.47771061 1.684003355
## 3685 0.57703038 3.45398163 1.912258130
## 3687 2.50894840 3.45398163 3.491061145
## 3688 3.57277196 3.20194515 1.719554337
## 3690 4.94503312 5.59060634 2.159874268
## 3694 3.32328758 7.31591755 1.187699310
## 3696 1.86309331 3.67682935 0.841777594
## 3698 5.91220410 0.02099667 1.821458189
## 3700 4.88445806 4.76188586 2.884568197
## 3702 5.93343557 1.39711590 2.174124635
## 3706 6.18109242 0.59265029 1.965983086
## 3712 3.57277196 6.24390062 1.277326392
## 3713 7.24690828 5.92974202 2.710260626
## 3715 5.18765804 5.89847426 0.265780065
## 3716 4.88791654 7.47969923 1.684003355
## 3717 3.50728205 3.26853374 1.698432474
## 3719 3.57277196 6.13784650 2.174299279
## 3722 6.35345852 2.42743673 1.417806792
## 3724 0.93341566 3.45398163 0.665035968
## 3727 1.51805358 0.63624054 1.364138069
## 3729 6.49264723 4.94401159 1.489174914
## 3734 3.36273810 3.45802983 1.684003355
## 3736 3.69274048 5.87960313 2.229886223
## 3738 4.74179370 2.22009546 1.135542472
## 3739 5.41877769 2.39311025 0.395913723
## 3742 4.32175440 1.75715091 2.189883324
## 3743 0.54050479 4.22512294 2.104927036
## 3744 1.25461352 1.25209830 0.854871010
## 3746 3.94002301 3.62579094 1.134983452
## 3747 2.60968695 3.91759818 1.531872914
## 3750 1.47237534 8.40838466 2.956346877
## 3752 7.60199261 7.48519640 1.837053331
## 3753 1.14675003 5.31762490 1.053272197
## 3754 4.78420149 3.92497423 0.814231859
## 3758 2.88005839 3.45398163 2.469309032
## 3759 3.45097700 3.95404418 1.168939177
## 3761 2.75338130 6.23057061 2.233902942
## 3762 6.48046036 1.06365735 2.285668762
## 3763 5.94452775 3.45398163 1.889351458
## 3764 0.52520267 1.71221566 1.932486098
## 3766 2.72677694 4.29653408 1.736955386
## 3769 6.36699147 6.53412129 1.956268216
## 3772 3.80396666 4.46539189 1.220985806
## 3773 3.07000000 2.20000000 3.720000000
## 3774 2.42244897 1.85138041 2.204111629
## 3775 5.70537386 3.45398163 0.918835462
## 3779 3.41707778 0.84781047 1.668163685
## 3781 1.84264715 5.28322882 0.520852261
## 3786 6.09000000 4.77000000 3.680000000
## 3787 4.92000000 3.89000000 2.360000000
## 3788 7.32390117 0.54022079 3.597802134
## 3789 1.23157517 5.05840826 0.743551985
## 3790 7.37000000 6.49000000 3.100000000
## 3791 7.38000000 7.00000000 2.710000000
## 3792 3.22000000 2.64000000 3.290000000
## 3794 2.38000000 1.77000000 2.790000000
## 3796 6.37000000 4.84000000 3.580000000
## 3797 5.88000000 4.07000000 3.670000000
## 3798 3.57277196 4.59382064 1.782704015
## 3799 1.70926773 3.91076263 1.911582074
## 3800 4.02343114 8.38061145 1.116157767
## 3801 0.26231245 4.56475235 2.570903191
## 3802 3.57277196 3.45398163 1.399518695
## 3805 5.07530163 4.60797071 2.008604117
## 3806 1.82860508 0.39616096 1.423916729
## 3807 2.20147965 3.13549688 1.081406230
## 3808 2.84881173 5.60595359 1.656437687
## 3811 3.57277196 3.98632980 1.916141392
## 3812 3.02297449 5.67730533 2.677223490
## 3813 5.63078911 3.06723365 1.875541046
## 3814 4.74889228 5.35143347 2.300987157
## 3816 1.43051733 4.40753601 1.235946835
## 3818 7.52735282 1.47498084 1.582367151
## 3819 3.66649213 5.64991243 1.932004941
## 3821 6.99820518 1.15848595 1.864090848
## 3823 3.82553479 5.78469937 0.619853739
## 3824 2.09000000 2.10000000 0.610000000
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## 3827 1.23000000 1.31000000 0.570000000
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## 3839 1.51000000 1.34000000 1.390000000
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## 3843 3.20000000 3.18000000 0.820000000
## 3844 1.82000000 1.63000000 1.280000000
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## 3858 1.05000000 0.99000000 0.830000000
## 3859 2.39000000 2.41000000 0.630000000
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## 3862 0.98000000 0.90000000 0.820000000
## 3863 1.00000000 0.91000000 0.700000000
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## 3865 0.58000000 0.54000000 0.870000000
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## 3889 0.98000000 0.90000000 0.790000000
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## 3897 0.73000000 0.65000000 0.700000000
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## 3900 0.91000000 0.78000000 0.830000000
## 3901 1.10000000 1.01000000 0.850000000
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## 3903 0.78000000 0.70000000 0.900000000
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## 3905 1.17000000 1.04000000 0.990000000
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## 3911 2.04000000 2.26000000 1.380000000
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## 3913 2.05000000 2.22000000 1.360000000
## 3914 1.91000000 2.00000000 0.630000000
## 3915 1.36000000 1.39000000 0.590000000
## 3916 1.34000000 1.36000000 0.660000000
## 3917 1.66000000 1.60000000 0.510000000
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## 3931 2.20000000 2.13000000 0.880000000
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## 15062 6.85656365 2.46168150 1.453750566
## 15065 4.21481900 3.45398163 1.563446537
## 15066 2.23832469 4.07829369 1.042106847
## 15068 3.57277196 2.19728172 0.875407777
## 15069 2.29303608 0.97333185 2.689389554
## 15074 3.76302066 1.72650213 2.162879791
## 15075 3.57277196 2.14439569 1.469531727
## 15079 4.49334167 3.33937541 0.878943979
## 15082 6.65660601 3.20281607 3.213281752
## 15083 0.22464031 5.40320784 1.086406960
## 15084 0.10656775 4.53594482 1.518316692
## 15085 3.03081948 2.14839342 0.794681901
## 15086 2.88406511 3.27305774 1.788537823
## 15087 2.29189805 0.83453886 0.669803525
## 15088 1.40500779 0.02588714 0.351267193
## 15089 0.62000000 0.73000000 0.990000000
## 15090 1.84000000 1.67000000 0.840000000
## 15091 2.52000000 2.43000000 1.040000000
## 15092 5.67000000 5.39000000 2.150000000
## 15093 6.98000000 7.16000000 2.050000000
## 15094 1.96000000 1.38000000 2.340000000
## 15095 2.37000000 1.68000000 2.570000000
## 15096 4.28000000 2.99000000 3.220000000
## 15097 6.20000000 6.89000000 2.870000000
## 15099 2.78000000 2.42000000 2.190000000
## 15100 6.61000000 7.02000000 2.420000000
## 15101 6.98000000 7.15000000 2.070000000
## 15102 6.61000000 7.06000000 2.450000000
## 15103 2.84000000 2.39000000 2.140000000
## 15104 6.85000000 7.31000000 2.490000000
## 15105 5.56000000 6.10000000 2.990000000
## 15106 5.72000000 6.45000000 3.110000000
## 15107 5.87000000 6.61000000 3.000000000
## 15108 7.33000000 7.56000000 1.980000000
## 15109 7.57000000 7.71000000 1.780000000
## 15110 4.62000000 3.52000000 3.200000000
## 15111 2.68000000 1.94000000 2.800000000
## 15112 1.34000000 1.36000000 0.930000000
## 15113 5.59000000 6.54000000 3.180000000
## 15114 7.15000000 7.44000000 2.150000000
## 15115 7.55000000 7.72000000 1.810000000
## 15116 5.77000000 6.63000000 3.070000000
## 15117 7.22000000 7.65000000 2.360000000
## 15118 7.20000000 7.52000000 2.110000000
## 15119 4.84000000 3.70000000 2.840000000
## 15120 1.11000000 1.08000000 0.990000000
## 15121 3.89000000 2.68000000 2.750000000
## 15122 7.33000000 7.46000000 1.820000000
## 15123 7.00000000 7.13000000 2.060000000
## 15124 6.77000000 6.89000000 2.250000000
## 15125 6.84000000 7.17000000 2.300000000
## 15126 6.79000000 7.00000000 2.230000000
## 15127 7.18000000 7.20000000 1.820000000
## 15128 6.93000000 7.08000000 1.960000000
## 15129 3.36000000 2.87000000 1.610000000
## 15130 2.81000000 2.59000000 1.090000000
## 15131 3.04000000 2.66000000 1.420000000
## 15132 2.56000000 2.47000000 1.020000000
## 15133 2.11000000 2.06000000 0.890000000
## 15134 2.07000000 2.13000000 0.970000000
## 15135 2.65000000 2.41000000 1.690000000
## 15136 2.39000000 2.28000000 1.710000000
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## 15138 0.84000000 1.09000000 1.710000000
## 15139 0.56000000 0.94000000 1.860000000
## 15140 2.41000000 2.20000000 1.390000000
## 15141 6.74000000 6.60000000 1.770000000
## 15142 1.98000000 1.92000000 0.560000000
## 15143 2.25000000 1.72000000 1.690000000
## 15144 3.60000000 2.99000000 1.840000000
## 15145 3.53000000 3.07000000 1.680000000
## 15146 3.42000000 2.92000000 1.660000000
## 15147 6.97000000 7.06000000 2.140000000
## 15148 6.50000000 6.78000000 2.330000000
## 15149 7.46000000 7.46000000 1.590000000
## 15150 1.43000000 1.45000000 0.690000000
## 15151 1.03000000 0.94000000 0.620000000
## 15152 1.10000000 1.13000000 0.700000000
## 15153 1.20000000 1.23000000 0.760000000
## 15154 3.41000000 3.39000000 0.820000000
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## 15156 3.32000000 3.33000000 0.720000000
## 15157 1.06000000 0.91000000 0.820000000
## 15158 2.88000000 2.84000000 0.620000000
## 15159 2.96000000 3.06000000 0.740000000
## 15160 3.15000000 3.28000000 0.630000000
## 15161 1.31000000 1.34000000 0.800000000
## 15162 3.37000000 3.37000000 0.720000000
## 15163 3.21000000 3.27000000 0.470000000
## 15164 1.63000000 1.59000000 0.620000000
## 15165 2.34000000 2.36000000 0.630000000
## 15166 1.80000000 1.68000000 0.660000000
## 15167 2.33000000 2.38000000 0.880000000
## 15168 2.13000000 2.16000000 0.580000000
## 15169 2.97000000 2.85000000 0.760000000
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## 15171 2.52000000 2.49000000 0.710000000
## 15172 2.44000000 2.45000000 0.540000000
## 15173 2.26000000 2.28000000 0.760000000
## 15174 0.81000000 0.76000000 1.300000000
## 15175 1.44000000 0.42000000 3.760000000
## 15176 2.39000000 2.43000000 0.950000000
## 15179 0.98000000 0.90000000 0.700000000
## 15180 3.74000000 3.47000000 1.340000000
## 15181 1.80000000 1.73000000 0.700000000
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## 15183 2.58000000 2.13000000 1.960000000
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## 15186 2.86000000 2.82000000 0.740000000
## 15187 1.89000000 1.78000000 0.590000000
## 15188 1.35000000 1.35000000 1.020000000
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## 15191 1.84000000 1.73000000 0.610000000
## 15192 2.68000000 2.65000000 0.830000000
## 15193 2.04000000 1.92000000 0.760000000
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## 15195 2.83000000 2.85000000 0.880000000
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## 15197 2.73000000 2.66000000 0.820000000
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## 15199 2.61000000 2.58000000 0.800000000
## 15200 2.68000000 2.66000000 0.930000000
## 15201 2.90000000 2.93000000 0.900000000
## 15202 3.16000000 3.21000000 0.820000000
## 15203 3.33000000 3.31000000 0.940000000
## 15204 3.31000000 3.39000000 0.690000000
## 15205 3.32000000 3.38000000 0.620000000
## 15206 3.32000000 3.36000000 0.760000000
## 15207 3.10000000 3.20000000 0.770000000
## 15208 0.97000000 0.84000000 1.020000000
## 15209 2.11000000 2.12000000 0.590000000
## 15211 0.71000000 1.16000000 1.740000000
## 15212 1.37000000 1.40000000 0.630000000
## 15213 1.68000000 1.63000000 0.600000000
## 15214 1.79000000 1.73000000 1.490000000
## 15215 2.12000000 2.11000000 0.640000000
## 15216 2.53000000 1.17000000 3.600000000
## 15217 1.43000000 1.44000000 0.610000000
## 15218 1.42000000 1.48000000 1.090000000
## 15219 1.86000000 1.78000000 0.620000000
## 15220 1.14000000 1.12000000 0.700000000
## 15221 0.04000000 0.23000000 1.900000000
## 15223 3.14000000 2.59000000 2.420000000
## 15224 6.58000000 7.04000000 2.330000000
## 15225 3.41000000 3.39000000 0.900000000
## 15226 3.27000000 3.30000000 0.910000000
## 15227 3.22000000 3.28000000 0.570000000
## 15228 3.03000000 3.01000000 0.570000000
## 15229 2.98000000 2.98000000 0.620000000
## 15230 2.27000000 2.25000000 0.680000000
## 15231 2.65000000 2.60000000 0.610000000
## 15232 2.82000000 2.76000000 0.540000000
## 15233 2.11000000 2.02000000 0.710000000
## 15234 1.63000000 1.57000000 0.390000000
## 15235 2.48000000 2.47000000 0.650000000
## 15236 2.95000000 2.97000000 0.690000000
## 15237 1.32000000 1.23000000 1.000000000
## 15238 1.17000000 1.21000000 0.880000000
## 15239 1.63000000 1.58000000 0.420000000
## 15240 2.31000000 2.35000000 0.910000000
## 15241 1.51000000 1.52000000 0.640000000
## 15242 2.81000000 2.85000000 0.940000000
## 15243 5.30000000 3.98000000 2.420000000
## 15244 1.88000000 1.74000000 0.640000000
## 15245 1.54000000 1.53000000 0.570000000
## 15246 3.31000000 3.33000000 0.790000000
## 15247 4.88000000 3.75000000 2.190000000
## 15249 6.32000000 6.70000000 2.330000000
## 15252 6.52000000 6.94000000 2.360000000
## 15253 1.25000000 1.23000000 0.910000000
## 15254 3.65000000 3.34000000 1.600000000
## 15255 3.14000000 3.20000000 0.580000000
## 15256 3.10000000 3.11000000 0.670000000
## 15257 7.16000000 7.14000000 1.960000000
## 15258 6.86000000 6.72000000 1.880000000
## 15259 6.89000000 6.75000000 1.860000000
## 15260 6.80000000 6.65000000 1.920000000
## 15261 7.05000000 7.02000000 1.940000000
## 15262 6.63000000 6.45000000 1.840000000
## 15263 7.68000000 7.86000000 1.890000000
## 15264 6.12000000 6.78000000 2.870000000
## 15265 6.44000000 7.19000000 2.860000000
## 15266 7.94000000 7.95000000 1.490000000
## 15267 7.26000000 7.39000000 1.990000000
## 15268 7.83000000 7.86000000 1.580000000
## 15269 7.68000000 7.73000000 1.800000000
## 15270 7.65000000 7.74000000 1.770000000
## 15271 7.64000000 7.86000000 1.970000000
## 15272 7.54000000 7.72000000 1.930000000
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## 15274 6.69000000 6.46000000 1.810000000
## 15275 2.93000000 2.85000000 0.650000000
## 15276 0.44000000 0.55000000 1.310000000
## 15277 3.47000000 3.44000000 0.720000000
## 15278 1.78000000 1.69000000 0.640000000
## 15279 1.64000000 1.58000000 0.340000000
## 15280 0.93000000 0.62000000 1.840000000
## 15281 2.53000000 2.51000000 0.780000000
## 15282 1.14000000 1.17000000 0.680000000
## 15283 1.02000000 0.98000000 0.890000000
## 15284 2.76000000 2.62000000 0.860000000
## 15285 1.54000000 1.54000000 0.670000000
## 15287 0.80000000 0.81000000 0.990000000
## 15288 1.17000000 1.19000000 0.830000000
## 15289 3.03000000 3.01000000 0.760000000
## 15290 1.89000000 1.79000000 0.630000000
## 15291 0.95000000 0.88000000 0.890000000
## 15292 1.30000000 0.89000000 1.890000000
## 15293 2.56000000 2.53000000 0.490000000
## 15294 2.47000000 2.46000000 0.590000000
## 15295 1.05000000 0.98000000 0.800000000
## 15297 1.50000000 1.48000000 0.830000000
## 15298 1.08000000 1.03000000 0.720000000
## 15299 1.40000000 1.42000000 0.690000000
## 15300 2.30000000 2.31000000 0.860000000
## 15301 1.03000000 1.06000000 1.100000000
## 15302 2.09000000 2.10000000 0.670000000
## 15303 2.51000000 2.49000000 1.080000000
## 15304 1.57000000 1.59000000 2.100000000
## 15305 2.77000000 2.75000000 0.840000000
## 15306 2.29000000 2.32000000 0.700000000
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## 15308 0.91000000 0.78000000 0.760000000
## 15309 1.52000000 1.49000000 0.720000000
## 15310 1.01000000 0.81000000 1.630000000
## 15311 2.27000000 2.25000000 0.870000000
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## 15313 2.49000000 2.46000000 0.890000000
## 15314 2.15000000 2.22000000 0.560000000
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## 15316 1.78000000 1.68000000 0.570000000
## 15317 0.85000000 0.78000000 0.950000000
## 15318 1.73000000 1.66000000 0.600000000
## 15319 2.46000000 2.47000000 0.740000000
## 15320 1.77000000 1.70000000 0.650000000
## 15322 3.23000000 3.27000000 0.600000000
## 15323 1.81000000 1.72000000 0.600000000
## 15325 1.71000000 1.74000000 1.670000000
## 15327 1.26000000 1.30000000 0.520000000
## 15328 1.87000000 2.05000000 1.040000000
## 15329 1.93000000 1.92000000 0.460000000
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## 15331 1.30000000 1.37000000 0.560000000
## 15332 1.36000000 1.43000000 0.610000000
## 15333 1.53000000 1.53000000 0.350000000
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## 15336 1.59000000 1.55000000 0.290000000
## 15338 0.86000000 0.79000000 0.880000000
## 15339 0.96000000 0.97000000 0.970000000
## 15340 0.84000000 0.74000000 0.680000000
## 15341 2.39000000 2.46000000 0.800000000
## 15342 0.89000000 1.02000000 1.200000000
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## 15344 1.04000000 1.24000000 0.950000000
## 15345 0.76000000 0.68000000 1.450000000
## 15346 1.67000000 1.64000000 0.750000000
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## 15352 1.37000000 1.42000000 0.880000000
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## 15354 1.69000000 1.66000000 0.560000000
## 15355 1.45000000 1.50000000 0.650000000
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## 15376 1.00000000 0.94000000 0.750000000
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## 15390 1.84000000 1.77000000 0.530000000
## 15392 0.14000000 0.20000000 0.460000000
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## 15394 1.12000000 1.15000000 0.520000000
## 15395 0.80000000 0.75000000 0.760000000
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## 15398 2.06000000 2.13000000 0.610000000
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## 15401 0.70000000 0.71000000 0.990000000
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## 15403 0.83000000 1.04000000 0.960000000
## 15404 1.22000000 1.40000000 1.010000000
## 15405 1.38000000 1.46000000 0.730000000
## 15406 1.32000000 1.41000000 0.720000000
## 15407 1.58000000 1.61000000 0.810000000
## 15408 1.29000000 1.39000000 0.840000000
## 15409 0.64000000 0.80000000 1.800000000
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## 15412 0.51000000 0.53000000 0.740000000
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## 15415 0.45000000 0.48000000 0.840000000
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## 15419 1.35000000 1.43000000 0.710000000
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## 15422 1.20000000 1.24000000 0.920000000
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## 15427 2.17000000 2.04000000 0.770000000
## 15428 1.57000000 1.57000000 0.990000000
## 15429 2.30000000 2.27000000 0.870000000
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## 15435 2.54000000 2.52000000 0.270000000
## 15436 1.28000000 1.08000000 1.140000000
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## 15438 3.31000000 3.40000000 0.440000000
## 15439 2.45000000 2.51000000 0.910000000
## 15440 2.80000000 3.02000000 0.810000000
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## 15442 2.43000000 2.62000000 1.210000000
## 15443 1.76000000 1.71000000 0.760000000
## 15444 1.26000000 1.36000000 0.840000000
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## 15449 2.11000000 2.17000000 0.600000000
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## 15451 1.89000000 1.88000000 0.520000000
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## 15453 1.61000000 1.59000000 0.520000000
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## 15458 2.59000000 2.60000000 0.680000000
## 15459 1.35000000 2.39000000 2.680000000
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## 15462 2.11000000 2.15000000 0.510000000
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## 15466 2.33000000 2.38000000 0.400000000
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## 15534 2.74000000 2.36000000 1.910000000
## 15536 2.08000000 1.99000000 1.100000000
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## 16937 1.84688814 5.06658851 1.134666456
## 16938 5.32894110 3.45398163 2.031872890
## 16939 4.97490960 4.61076140 2.670058088
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## 16944 4.57154783 5.39370975 1.386055116
## 16945 3.08903936 0.61081540 0.452437203
## 16946 2.07204019 2.44176345 2.119664269
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## 16949 2.01698846 3.45398163 1.684003355
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## 16953 5.79769391 3.31007535 0.864477327
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## 19798 2.15000000 1.97000000 1.860000000
## 19799 1.98000000 1.86000000 1.870000000
## 19800 2.19000000 2.09000000 1.900000000
## 19801 2.48000000 1.92000000 2.440000000
## 19802 1.72000000 1.28000000 2.160000000
## 19803 1.49000000 1.36000000 1.540000000
## 19804 2.49000000 2.28000000 1.460000000
## 19805 6.90000000 6.97000000 1.850000000
## 19806 5.75000000 5.93000000 2.390000000
## 19807 5.33000000 5.61000000 2.520000000
## 19808 5.61000000 6.13000000 2.920000000
## 19809 4.46000000 3.64000000 3.140000000
## 19810 4.34000000 3.55000000 3.170000000
## 19811 3.11000000 2.43000000 2.310000000
## 19812 5.42000000 6.24000000 3.000000000
## 19813 4.93000000 5.52000000 3.060000000
## 19814 4.70000000 5.22000000 3.520000000
## 19815 3.13000000 2.14000000 2.610000000
## 19816 3.56000000 2.16000000 3.150000000
## 19817 3.59000000 2.49000000 3.190000000
## 19818 3.42000000 2.68000000 2.920000000
## 19819 0.94000000 0.89000000 1.060000000
## 19820 3.54000000 2.23000000 3.110000000
## 19821 4.14000000 3.32000000 2.620000000
## 19822 5.46000000 6.23000000 2.990000000
## 19823 2.83000000 2.45000000 2.410000000
## 19824 2.84000000 2.47000000 2.450000000
## 19825 2.47000000 2.22000000 2.520000000
## 19826 2.51000000 2.13000000 2.180000000
## 19827 2.20000000 1.87000000 2.070000000
## 19828 1.90000000 1.71000000 2.090000000
## 19829 1.92000000 1.58000000 2.020000000
## 19830 2.06000000 1.67000000 2.170000000
## 19831 2.00000000 1.44000000 2.430000000
## 19832 1.86000000 1.42000000 2.680000000
## 19833 1.69000000 1.19000000 2.540000000
## 19834 6.51000000 6.67000000 1.910000000
## 19835 6.47000000 6.58000000 1.970000000
## 19836 6.25000000 6.65000000 2.360000000
## 19837 5.98000000 6.24000000 2.310000000
## 19838 6.24000000 6.64000000 2.460000000
## 19839 5.97000000 6.57000000 2.800000000
## 19840 6.41000000 6.67000000 2.270000000
## 19841 6.60000000 6.87000000 2.150000000
## 19842 6.71000000 6.85000000 2.050000000
## 19843 6.94000000 7.28000000 2.250000000
## 19844 7.03000000 7.19000000 1.770000000
## 19845 6.96000000 7.21000000 2.090000000
## 19846 7.38000000 7.43000000 1.480000000
## 19847 7.19000000 7.24000000 1.390000000
## 19848 7.19000000 7.09000000 1.420000000
## 19849 5.37000000 6.22000000 3.140000000
## 19850 5.90000000 6.36000000 2.540000000
## 19851 5.13000000 5.51000000 2.760000000
## 19852 7.09000000 7.30000000 1.990000000
## 19853 6.97000000 7.16000000 2.160000000
## 19854 5.89000000 6.45000000 2.700000000
## 19855 3.59000000 2.99000000 1.750000000
## 19856 3.56000000 2.92000000 1.870000000
## 19857 3.62000000 2.94000000 1.880000000
## 19858 3.84000000 3.05000000 2.010000000
## 19859 3.88000000 3.07000000 2.050000000
## 19860 0.82000000 1.03000000 1.740000000
## 19861 0.76000000 1.12000000 1.760000000
## 19862 2.19000000 1.57000000 2.720000000
## 19863 1.20000000 1.32000000 1.480000000
## 19864 1.09000000 1.27000000 1.270000000
## 19865 1.23000000 1.39000000 1.520000000
## 19866 1.93000000 1.88000000 0.610000000
## 19867 2.05000000 2.08000000 0.690000000
## 19868 2.13000000 2.22000000 0.680000000
## 19869 3.98000000 3.56000000 1.780000000
## 19870 4.57000000 3.74000000 2.370000000
## 19871 2.16000000 2.30000000 0.910000000
## 19872 6.17000000 6.49000000 2.680000000
## 19873 5.78000000 5.81000000 2.360000000
## 19874 3.54000000 3.42000000 1.310000000
## 19875 3.54000000 3.43000000 1.360000000
## 19876 1.20000000 1.26000000 0.740000000
## 19877 2.52000000 2.51000000 0.650000000
## 19878 2.94000000 2.85000000 0.650000000
## 19879 2.96000000 2.93000000 0.740000000
## 19880 2.95000000 2.87000000 0.620000000
## 19881 5.11000000 3.93000000 2.120000000
## 19882 4.54000000 3.68000000 2.000000000
## 19883 5.17000000 3.92000000 2.200000000
## 19884 3.80000000 3.40000000 2.340000000
## 19885 4.73000000 3.88000000 2.250000000
## 19886 3.66000000 3.31000000 2.360000000
## 19887 2.17000000 1.73000000 2.410000000
## 19888 3.28000000 2.56000000 2.470000000
## 19889 3.76000000 3.15000000 2.500000000
## 19890 2.39000000 1.74000000 2.270000000
## 19891 2.87000000 1.91000000 2.340000000
## 19892 3.21000000 2.52000000 2.440000000
## 19893 2.61000000 2.11000000 1.880000000
## 19894 2.95000000 2.40000000 2.020000000
## 19896 2.84000000 1.96000000 2.410000000
## 19898 4.51000000 3.78000000 2.150000000
## 19899 4.78000000 3.76000000 2.110000000
## 19900 4.32000000 3.64000000 2.040000000
## 19901 4.03000000 3.50000000 2.460000000
## 19902 2.06000000 2.15000000 0.730000000
## 19903 1.84000000 1.77000000 0.730000000
## 19904 6.38000000 6.54000000 2.170000000
## 19906 1.23000000 0.17000000 3.660000000
## 19907 2.51000000 2.41000000 1.110000000
## 19908 5.25000000 4.89000000 2.350000000
## 19909 0.62000000 0.62000000 0.730000000
## 19911 0.47000000 0.44000000 0.900000000
## 19912 1.18000000 1.19000000 0.680000000
## 19913 1.30000000 1.36000000 0.610000000
## 19915 1.30000000 1.37000000 1.200000000
## 19916 5.54000000 4.97000000 2.410000000
## 19917 5.47000000 4.86000000 2.190000000
## 19918 4.49000000 4.33000000 1.580000000
## 19919 2.61000000 2.42000000 1.350000000
## 19920 2.54000000 2.33000000 1.450000000
## 19921 2.42000000 2.38000000 0.970000000
## 19922 5.69000000 5.33000000 2.230000000
## 19923 5.46000000 4.90000000 2.090000000
## 19924 5.38000000 4.89000000 1.940000000
## 19925 2.41000000 2.36000000 1.060000000
## 19926 2.10000000 2.21000000 0.620000000
## 19927 2.01000000 1.94000000 1.100000000
## 19928 5.42000000 5.00000000 2.180000000
## 19929 4.88000000 4.42000000 1.910000000
## 19930 5.15000000 4.58000000 1.830000000
## 19931 5.10000000 4.63000000 2.300000000
## 19932 4.87000000 4.45000000 1.840000000
## 19933 2.39000000 2.41000000 0.680000000
## 19934 2.16000000 1.87000000 1.460000000
## 19935 4.85000000 4.62000000 1.470000000
## 19936 2.52000000 2.39000000 1.270000000
## 19937 2.36000000 2.19000000 1.390000000
## 19938 6.65000000 6.39000000 2.030000000
## 19939 6.20000000 5.69000000 1.920000000
## 19940 6.67000000 6.44000000 1.940000000
## 19941 2.22000000 2.23000000 0.980000000
## 19942 2.21000000 2.24000000 0.790000000
## 19943 2.47000000 2.45000000 0.690000000
## 19944 6.05000000 5.77000000 1.990000000
## 19947 2.78000000 2.74000000 0.710000000
## 19949 2.65000000 2.59000000 0.580000000
## 19950 2.40000000 2.41000000 0.980000000
## 19951 0.56000000 0.61000000 1.870000000
## 19953 2.59000000 2.56000000 0.770000000
## 19954 2.68000000 2.56000000 1.070000000
## 19955 0.66000000 0.69000000 1.840000000
## 19956 1.49000000 2.19000000 2.060000000
## 19957 2.27000000 2.29000000 0.740000000
## 19958 2.33000000 2.35000000 0.830000000
## 19959 2.57000000 2.56000000 0.750000000
## 19960 0.64000000 0.58000000 0.880000000
## 19961 0.73000000 0.63000000 0.840000000
## 19962 2.74000000 2.64000000 0.700000000
## 19963 2.57000000 2.58000000 0.740000000
## 19964 2.88000000 2.73000000 0.970000000
## 19965 1.49000000 0.91000000 2.160000000
## 19966 0.69000000 0.56000000 0.950000000
## 19967 1.21000000 1.05000000 0.890000000
## 19968 2.06000000 1.95000000 0.690000000
## 19969 2.50000000 2.56000000 1.010000000
## 19971 0.89000000 0.70000000 1.090000000
## 19972 0.77000000 0.67000000 0.790000000
## 19973 0.97000000 0.83000000 0.820000000
## 19974 1.16000000 1.12000000 0.830000000
## 19975 1.73000000 1.68000000 0.840000000
## 19976 1.61000000 1.45000000 1.360000000
## 19977 2.68000000 2.65000000 1.060000000
## 19978 0.93000000 0.73000000 0.920000000
## 19979 1.16000000 0.98000000 1.040000000
## 19980 1.83000000 1.74000000 0.760000000
## 19981 2.16000000 2.18000000 0.880000000
## 19982 2.72000000 2.65000000 0.740000000
## 19983 2.88000000 2.79000000 0.760000000
## 19984 2.94000000 2.79000000 1.140000000
## 19986 0.03000000 0.04000000 1.330000000
## 19987 0.62000000 0.74000000 2.060000000
## 19989 1.87000000 2.03000000 1.100000000
## 19990 2.05000000 2.11000000 0.870000000
## 19991 0.12000000 0.31000000 1.900000000
## 19992 1.66000000 1.69000000 1.410000000
## 19993 1.84000000 1.79000000 0.860000000
## 19994 2.11000000 2.17000000 0.950000000
## 19995 1.94000000 1.86000000 0.700000000
## 19996 1.30000000 1.36000000 0.990000000
## 19997 2.39000000 2.44000000 0.900000000
## 19998 0.74000000 0.84000000 1.790000000
## 19999 0.96000000 1.31000000 1.740000000
## 20000 2.29000000 2.40000000 1.010000000
## 20001 2.40000000 2.37000000 0.870000000
## 20002 0.77000000 0.89000000 1.710000000
## 20003 0.57000000 0.62000000 1.250000000
## 20004 0.89000000 1.15000000 1.640000000
## 20005 2.25000000 2.45000000 1.280000000
## 20006 2.01000000 1.95000000 0.750000000
## 20007 0.98000000 0.85000000 0.970000000
## 20008 1.07000000 0.99000000 1.100000000
## 20009 0.08000000 0.35000000 1.620000000
## 20010 1.59000000 2.34000000 2.100000000
## 20011 2.71000000 2.75000000 1.190000000
## 20012 0.86000000 0.93000000 2.230000000
## 20013 2.46000000 2.64000000 1.340000000
## 20014 2.35000000 2.38000000 0.830000000
## 20015 0.88000000 0.78000000 0.950000000
## 20016 0.94000000 1.00000000 1.420000000
## 20017 2.13000000 2.42000000 1.500000000
## 20018 1.40000000 1.37000000 1.030000000
## 20019 1.89000000 1.80000000 0.830000000
## 20020 1.47000000 1.44000000 1.000000000
## 20021 1.09000000 0.96000000 0.840000000
## 20022 1.24000000 1.25000000 1.030000000
## 20023 2.51000000 2.52000000 0.750000000
## 20024 1.95000000 1.90000000 1.080000000
## 20025 1.49000000 1.66000000 1.700000000
## 20026 0.79000000 0.83000000 1.670000000
## 20027 1.29000000 1.64000000 1.770000000
## 20028 2.44000000 2.48000000 0.790000000
## 20029 2.34000000 2.36000000 0.710000000
## 20030 2.03000000 1.97000000 0.810000000
## 20031 2.02000000 2.01000000 0.860000000
## 20032 1.83000000 1.81000000 0.810000000
## 20033 0.91000000 0.78000000 0.870000000
## 20034 0.88000000 0.76000000 1.220000000
## 20035 1.23000000 1.18000000 0.860000000
## 20036 2.50000000 2.50000000 0.640000000
## 20037 2.59000000 2.59000000 0.780000000
## 20038 2.86000000 2.77000000 0.810000000
## 20039 0.80000000 1.71000000 2.500000000
## 20040 1.84000000 1.77000000 0.890000000
## 20041 1.24000000 1.22000000 0.970000000
## 20042 1.40000000 1.37000000 1.060000000
## 20043 1.37000000 1.37000000 0.940000000
## 20044 1.44000000 1.39000000 0.910000000
## 20045 0.68000000 0.58000000 0.810000000
## 20046 0.66000000 0.61000000 1.130000000
## 20047 0.60000000 0.50000000 1.010000000
## 20048 1.11000000 0.96000000 1.060000000
## 20049 1.21000000 1.19000000 0.920000000
## 20050 1.73000000 1.74000000 0.950000000
## 20051 1.88000000 1.87000000 0.950000000
## 20052 2.20000000 2.21000000 0.800000000
## 20053 2.68000000 2.65000000 0.760000000
## 20054 2.07000000 2.07000000 0.820000000
## 20055 2.44000000 2.48000000 0.820000000
## 20056 2.13000000 2.15000000 0.750000000
## 20057 1.46000000 1.45000000 0.850000000
## 20058 1.18000000 1.15000000 0.970000000
## 20060 1.41000000 1.41000000 1.070000000
## 20061 2.11000000 2.17000000 0.950000000
## 20062 1.37000000 1.41000000 1.180000000
## 20063 1.10000000 1.21000000 1.260000000
## 20064 2.30000000 2.36000000 0.740000000
## 20065 1.81000000 1.76000000 0.860000000
## 20066 0.83000000 1.38000000 1.800000000
## 20067 2.16000000 2.15000000 0.740000000
## 20068 2.07000000 2.06000000 0.770000000
## 20069 2.22000000 2.34000000 0.650000000
## 20070 2.07000000 2.07000000 0.780000000
## 20071 2.36000000 2.41000000 0.830000000
## 20072 1.93000000 2.00000000 1.050000000
## 20073 2.50000000 2.51000000 0.600000000
## 20074 2.26000000 2.43000000 1.000000000
## 20075 1.59000000 1.91000000 1.670000000
## 20076 0.50000000 0.66000000 1.570000000
## 20077 0.81000000 0.95000000 1.310000000
## 20078 1.94000000 2.01000000 0.900000000
## 20079 2.88000000 2.83000000 0.650000000
## 20080 2.71000000 2.64000000 0.760000000
## 20081 1.14000000 1.49000000 1.440000000
## 20082 0.44000000 1.30000000 2.180000000
## 20083 1.27000000 1.58000000 1.560000000
## 20084 2.51000000 2.51000000 0.490000000
## 20085 1.41000000 1.44000000 1.040000000
## 20086 2.41000000 2.39000000 1.440000000
## 20087 2.71000000 2.64000000 0.490000000
## 20088 1.67000000 1.72000000 0.930000000
## 20089 2.64000000 2.60000000 0.600000000
## 20090 2.43000000 2.44000000 0.570000000
## 20091 2.57000000 2.54000000 0.520000000
## 20092 1.42000000 1.90000000 1.750000000
## 20093 1.53000000 1.97000000 1.870000000
## 20094 0.46000000 0.51000000 1.150000000
## 20095 2.40000000 2.54000000 1.240000000
## 20096 1.67000000 2.12000000 1.870000000
## 20097 2.43000000 2.44000000 0.800000000
## 20098 1.65000000 1.61000000 0.970000000
## 20099 1.93000000 1.84000000 0.840000000
## 20100 1.79000000 1.99000000 1.580000000
## 20101 0.49000000 0.50000000 1.050000000
## 20103 2.41000000 2.41000000 0.810000000
## 20104 2.81000000 2.78000000 0.830000000
## 20105 2.60000000 2.66000000 1.480000000
## 20106 1.88000000 1.81000000 0.870000000
## 20107 1.99000000 2.23000000 1.710000000
## 20108 2.83000000 2.72000000 0.600000000
## 20109 2.77000000 2.71000000 0.830000000
## 20111 1.55000000 1.60000000 1.150000000
## 20112 2.78000000 2.70000000 0.570000000
## 20113 1.10000000 1.61000000 1.960000000
## 20114 2.60000000 2.57000000 0.790000000
## 20115 1.32000000 1.49000000 1.170000000
## 20116 2.78000000 2.73000000 0.860000000
## 20117 3.70000000 3.22000000 1.880000000
## 20119 1.67000000 1.62000000 0.780000000
## 20120 2.78000000 2.66000000 0.960000000
## 20121 1.10000000 1.35000000 1.150000000
## 20122 1.48000000 1.54000000 0.880000000
## 20123 2.47000000 2.56000000 1.230000000
## 20124 0.37000000 0.50000000 1.650000000
## 20125 0.63000000 1.38000000 2.180000000
## 20126 1.80000000 2.00000000 1.620000000
## 20127 0.96000000 1.45000000 1.830000000
## 20128 0.05000000 1.19000000 2.940000000
## 20129 2.87000000 2.74000000 1.040000000
## 20130 0.90000000 0.98000000 1.250000000
## 20131 2.70000000 2.65000000 1.410000000
## 20132 2.73000000 2.61000000 1.150000000
## 20133 1.27000000 1.26000000 0.880000000
## 20134 1.56000000 1.74000000 1.820000000
## 20135 2.72000000 2.64000000 0.730000000
## 20136 2.64000000 2.65000000 0.970000000
## 20137 2.49000000 2.54000000 0.960000000
## 20138 2.40000000 2.44000000 0.910000000
## 20139 2.76000000 2.69000000 1.100000000
## 20140 0.61000000 1.18000000 2.310000000
## 20141 1.16000000 1.24000000 1.810000000
## 20142 2.37000000 2.38000000 1.160000000
## 20143 3.59000000 2.89000000 2.290000000
## 20144 1.58000000 1.57000000 1.030000000
## 20145 1.86000000 1.73000000 1.640000000
## 20146 2.68000000 2.67000000 1.080000000
## 20147 1.33000000 1.25000000 1.060000000
## 20148 1.37000000 1.41000000 1.160000000
## 20149 2.79000000 2.70000000 0.960000000
## 20150 2.64000000 2.64000000 0.810000000
## 20151 2.54000000 2.51000000 0.630000000
## 20152 2.51000000 2.48000000 1.180000000
## 20153 2.67000000 2.68000000 1.020000000
## 20154 2.57000000 2.60000000 0.910000000
## 20155 1.36000000 1.62000000 1.630000000
## 20156 0.90000000 1.11000000 1.850000000
## 20157 2.55000000 2.52000000 0.390000000
## 20158 0.81000000 0.94000000 1.440000000
## 20159 1.91000000 2.19000000 1.440000000
## 20160 1.80000000 1.92000000 1.210000000
## 20161 2.22000000 2.32000000 0.880000000
## 20162 2.08000000 2.30000000 1.250000000
## 20163 1.79000000 2.02000000 1.180000000
## 20164 0.60000000 1.31000000 1.790000000
## 20165 1.47000000 1.67000000 1.420000000
## 20166 1.73000000 1.75000000 1.080000000
## 20167 0.57000000 1.23000000 2.050000000
## 20168 1.65000000 1.67000000 0.950000000
## 20169 2.01000000 2.19000000 1.480000000
## 20170 1.78000000 1.71000000 0.880000000
## 20171 0.49000000 0.82000000 2.510000000
## 20172 1.84000000 2.20000000 1.470000000
## 20173 2.97000000 3.07000000 1.240000000
## 20174 1.77000000 1.81000000 1.240000000
## 20175 2.26000000 2.26000000 0.760000000
## 20176 2.38000000 2.41000000 1.230000000
## 20177 2.62000000 2.58000000 0.630000000
## 20178 1.39000000 1.37000000 1.200000000
## 20179 1.66000000 1.61000000 0.720000000
## 20180 1.37000000 1.57000000 1.370000000
## 20181 0.69000000 0.89000000 1.090000000
## 20182 1.69000000 1.62000000 0.820000000
## 20183 1.26000000 1.22000000 1.040000000
## 20184 1.75000000 1.72000000 0.940000000
## 20185 2.60000000 2.61000000 0.820000000
## 20186 1.72000000 1.76000000 1.160000000
## 20187 1.61000000 1.72000000 1.160000000
## 20188 1.42000000 1.67000000 1.370000000
## 20189 1.48000000 1.50000000 0.910000000
## 20190 1.89000000 2.01000000 1.070000000
## 20191 2.13000000 2.18000000 0.830000000
## 20192 2.44000000 2.46000000 0.560000000
## 20193 2.48000000 2.48000000 0.640000000
## 20194 2.27000000 2.42000000 1.180000000
## 20195 3.00000000 2.88000000 0.880000000
## 20196 2.62000000 2.65000000 1.000000000
## 20197 2.65000000 2.62000000 0.750000000
## 20198 1.30000000 1.55000000 1.370000000
## 20199 2.57000000 2.54000000 0.860000000
## 20200 0.95000000 1.42000000 1.640000000
## 20201 2.10000000 2.13000000 0.920000000
## 20202 2.53000000 2.52000000 0.640000000
## 20204 1.70000000 2.58000000 2.400000000
## 20205 1.36000000 1.81000000 1.720000000
## 20206 1.95000000 2.17000000 1.360000000
## 20207 2.34000000 2.33000000 1.330000000
## 20208 1.47000000 1.54000000 0.970000000
## 20209 0.46000000 0.71000000 2.150000000
## 20210 0.77000000 1.22000000 2.380000000
## 20211 2.18000000 2.35000000 1.330000000
## 20212 2.18000000 2.21000000 0.720000000
## 20213 1.38000000 1.49000000 1.520000000
## 20214 1.36000000 1.66000000 1.520000000
## 20215 1.52000000 1.59000000 1.010000000
## 20216 0.47000000 0.53000000 1.100000000
## 20217 1.66000000 1.64000000 0.760000000
## 20218 1.90000000 1.93000000 0.830000000
## 20219 2.09000000 2.11000000 0.670000000
## 20220 1.85000000 1.80000000 0.770000000
## 20221 1.63000000 1.78000000 1.160000000
## 20222 2.26000000 2.33000000 0.690000000
## 20223 2.56000000 2.53000000 0.750000000
## 20224 2.52000000 2.53000000 1.180000000
## 20225 1.94000000 1.97000000 0.790000000
## 20226 1.77000000 1.78000000 0.870000000
## 20227 2.53000000 2.52000000 0.580000000
## 20228 1.76000000 1.71000000 0.720000000
## 20229 2.83000000 2.77000000 0.710000000
## 20231 4.53000000 3.78000000 2.500000000
## 20232 0.85000000 0.62000000 2.260000000
## 20233 1.24000000 0.83000000 2.100000000
## 20234 1.60000000 1.01000000 2.610000000
## 20235 1.79000000 1.42000000 2.130000000
## 20236 1.71000000 1.21000000 2.760000000
## 20237 0.84000000 0.56000000 1.880000000
## 20238 5.73000000 5.89000000 2.620000000
## 20239 5.22000000 3.88000000 2.690000000
## 20240 5.17000000 3.86000000 2.710000000
## 20241 5.37000000 3.92000000 2.620000000
## 20242 6.53000000 7.03000000 2.490000000
## 20243 6.66000000 7.07000000 2.500000000
## 20244 6.66000000 7.19000000 2.610000000
## 20245 4.15000000 3.40000000 2.270000000
## 20246 4.07000000 3.14000000 2.730000000
## 20247 2.88000000 2.51000000 2.290000000
## 20248 3.71000000 2.90000000 2.460000000
## 20249 5.56000000 4.19000000 2.500000000
## 20250 5.40000000 3.97000000 2.490000000
## 20251 5.36000000 3.95000000 2.460000000
## 20252 5.61000000 3.95000000 2.660000000
## 20253 5.17000000 3.87000000 2.450000000
## 20254 4.47000000 3.60000000 2.220000000
## 20255 4.11000000 3.62000000 2.670000000
## 20256 4.95000000 3.85000000 2.250000000
## 20257 4.21000000 3.54000000 2.020000000
## 20258 4.71000000 3.84000000 2.020000000
## 20259 7.35000000 7.53000000 1.790000000
## 20260 7.49000000 7.76000000 1.870000000
## 20261 7.14000000 7.32000000 1.930000000
## 20262 7.17000000 7.39000000 1.830000000
## 20263 7.04000000 7.34000000 2.000000000
## 20264 7.24000000 7.52000000 1.950000000
## 20265 7.27000000 7.49000000 1.910000000
## 20266 7.34000000 7.60000000 1.870000000
## 20267 7.20000000 7.49000000 2.060000000
## 20268 6.96000000 7.20000000 2.060000000
## 20269 5.88000000 6.02000000 2.420000000
## 20270 7.40000000 7.59000000 1.840000000
## 20271 7.43000000 7.71000000 2.080000000
## 20272 7.57000000 7.81000000 1.840000000
## 20273 7.53000000 7.70000000 1.740000000
## 20274 7.57000000 7.88000000 1.750000000
## 20275 8.01000000 8.29000000 1.670000000
## 20276 7.63000000 7.88000000 1.800000000
## 20277 7.51000000 7.63000000 1.650000000
## 20278 7.47000000 7.67000000 1.780000000
## 20279 7.52000000 7.73000000 1.810000000
## 20280 7.57000000 7.72000000 1.700000000
## 20281 7.73000000 7.85000000 1.580000000
## 20282 7.64000000 7.71000000 1.620000000
## 20283 7.58000000 7.68000000 1.680000000
## 20284 7.58000000 7.69000000 1.670000000
## 20285 7.61000000 7.74000000 1.750000000
## 20286 7.78000000 7.83000000 1.480000000
## 20287 7.64000000 7.89000000 1.850000000
## 20288 6.27000000 6.50000000 2.460000000
## 20289 6.59000000 7.13000000 2.540000000
## 20290 6.64000000 7.14000000 2.440000000
## 20291 6.74000000 7.17000000 2.340000000
## 20292 7.23000000 7.84000000 2.300000000
## 20293 7.14000000 7.62000000 2.230000000
## 20294 7.58000000 7.91000000 1.980000000
## 20295 7.43000000 7.70000000 2.010000000
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## 25549 5.03000000 3.94000000 2.070000000
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## 25552 4.40000000 3.70000000 1.720000000
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## 25559 4.41000000 3.68000000 1.750000000
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## 25562 1.41104489 5.03670196 1.328631244
## 25563 4.64000000 3.80000000 1.960000000
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## 25565 2.79000000 2.52000000 1.600000000
## 25566 2.92000000 2.76000000 2.100000000
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## 25568 5.74484573 0.80596020 0.972601472
## 25569 0.90000000 1.35000000 2.330000000
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## 25865 2.44486440 1.93976179 2.197979467
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## 27132 4.25015289 0.56587482 2.827515289
## 27133 1.43805059 0.63340800 0.907909584
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## 27142 4.68898285 4.21323074 2.613510183
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## 27147 3.57277196 4.65229953 1.358366682
## 27151 5.04946244 3.91460498 1.184295442
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## 27155 2.18508026 0.77490818 1.713263926
## 27157 3.57277196 2.19710653 1.755316444
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## 27162 2.98990090 4.58153425 1.476634825
## 27163 2.35428931 1.27453616 1.421990410
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## 27171 3.57277196 2.33707741 2.710576077
## 27173 5.82366316 4.54073953 0.143691909
## 27174 3.05053750 1.08649217 1.573115597
## 27175 4.91895494 1.23530507 0.742700621
## 27177 4.06100664 3.45398163 2.439145850
## 27179 4.51766393 1.81113306 1.807132309
## 27180 4.67086711 0.31957578 1.941049790
## 27181 1.94077454 2.13152124 1.404278888
## 27182 5.09318848 1.74956437 1.182383724
## 27183 3.90650960 1.51407827 1.656437957
## 27185 3.31219831 1.27097800 1.806583492
## 27186 3.57277196 4.63464059 1.365216353
## 27187 3.75070957 3.51139061 2.161293428
## 27189 5.30602972 3.45398163 2.162292353
## 27190 3.54010526 2.95897210 2.575848692
## 27192 2.81408650 3.45398163 1.650932409
## 27193 4.54454408 4.95937292 1.673859134
## 27195 3.30703198 6.24630847 2.801132640
## 27198 8.75965256 4.74377683 2.049218284
## 27199 4.09202023 3.17858239 1.884943137
## 27202 1.98278417 4.70766347 2.053499740
## 27203 0.91403152 3.46236963 0.994553984
## 27206 1.77174675 10.44480309 2.808559848
## 27209 7.56082680 7.35776328 2.187996818
## 27211 4.68303857 4.31439257 1.598285497
## 27213 3.71085846 5.03852837 1.110476965
## 27217 3.21593432 3.45398163 0.862854399
## 27218 7.14952091 1.93281781 1.898648466
## 27219 3.26761710 5.12823047 2.092426043
## 27220 4.90688059 8.20739958 1.681151066
## 27221 3.01284759 3.44943977 2.783761861
## 27223 2.62926508 4.40676859 0.734096585
## 27224 2.32555188 3.45398163 1.316365941
## 27228 6.90831056 1.64627822 1.105965931
## 27232 4.55400092 3.42179757 3.071802309
## 27233 5.62692833 7.14122994 1.614087846
## 27235 4.93128882 3.45398163 0.336937169
## 27237 5.48893664 3.45398163 0.785276508
## 27238 2.45361112 3.93739010 1.535689820
## 27239 3.57277196 6.50658805 0.359304186
## 27244 3.57277196 0.03440032 2.114679286
## 27245 3.57277196 4.21676516 1.937981110
## 27247 3.57277196 7.03020556 1.173038213
## 27251 1.66000000 1.70000000 0.980000000
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## 27614 4.18560403 0.91730485 2.589372784
## 27616 0.98493142 4.83929881 2.099952662
## 27617 2.92000000 2.60000000 1.740000000
## 27618 1.51000000 1.53000000 1.010000000
## 27619 1.74000000 1.51000000 1.690000000
## 27620 1.94000000 1.96000000 0.780000000
## 27621 1.09000000 1.18000000 1.000000000
## 27622 2.43000000 2.45000000 0.460000000
## 27623 3.31000000 2.73000000 1.760000000
## 27624 3.18000000 2.68000000 1.620000000
## 27627 1.89000000 1.86000000 1.460000000
## 27628 2.04000000 2.25000000 1.360000000
## 27629 1.52000000 1.44000000 1.290000000
## 27631 0.31000000 0.36000000 0.530000000
## 27632 0.80000000 0.96000000 1.340000000
## 27633 1.01000000 1.63000000 2.170000000
## 27634 2.18000000 2.10000000 0.940000000
## 27635 2.42000000 2.42000000 0.720000000
## 27636 2.36000000 2.40000000 0.790000000
## 27637 1.51000000 1.48000000 1.110000000
## 27638 2.26000000 2.34000000 0.530000000
## 27639 2.36000000 2.38000000 0.670000000
## 27640 2.77000000 2.42000000 1.750000000
## 27641 3.12000000 2.53000000 1.980000000
## 27642 0.96000000 0.92000000 0.590000000
## 27643 1.64000000 1.62000000 0.710000000
## 27644 1.71000000 1.66000000 0.620000000
## 27645 1.29000000 1.32000000 0.830000000
## 27646 2.35000000 2.42000000 0.680000000
## 27647 0.44000000 0.44000000 0.660000000
## 27648 1.83000000 1.79000000 0.590000000
## 27649 1.00000000 1.05000000 0.590000000
## 27650 0.83000000 0.76000000 0.810000000
## 27651 0.44000000 0.39000000 0.900000000
## 27652 0.74000000 0.75000000 0.780000000
## 27653 2.16000000 2.31000000 0.740000000
## 27654 1.15000000 1.25000000 0.580000000
## 27655 1.46000000 1.47000000 0.480000000
## 27656 1.00000000 0.87000000 0.680000000
## 27657 1.68000000 1.62000000 0.490000000
## 27658 1.38000000 1.43000000 0.300000000
## 27659 1.10000000 1.09000000 0.670000000
## 27660 1.42000000 1.45000000 0.420000000
## 27661 1.16000000 1.23000000 0.540000000
## 27662 1.34000000 1.40000000 0.380000000
## 27663 1.51000000 1.50000000 0.570000000
## 27664 1.40000000 1.43000000 0.450000000
## 27665 1.46000000 1.47000000 0.400000000
## 27666 1.41000000 1.44000000 0.470000000
## 27667 1.37000000 1.41000000 0.620000000
## 27668 1.75000000 1.52000000 1.280000000
## 27669 1.59000000 1.58000000 0.710000000
## 27670 1.25000000 1.33000000 0.600000000
## 27672 1.29000000 1.35000000 0.940000000
## 27673 2.56000000 2.51000000 0.600000000
## 27674 3.52000000 3.31000000 1.370000000
## 27675 4.19000000 3.48000000 2.020000000
## 27676 5.82000000 5.93000000 2.320000000
## 27677 5.79000000 5.64000000 2.320000000
## 27678 6.30000000 6.57000000 2.290000000
## 27679 5.78000000 5.72000000 2.160000000
## 27680 6.62000000 6.78000000 2.120000000
## 27681 6.08000000 6.12000000 2.160000000
## 27682 6.73000000 6.77000000 1.960000000
## 27683 5.16000000 4.22000000 2.140000000
## 27684 5.07000000 3.91000000 2.300000000
## 27685 4.73000000 3.71000000 2.170000000
## 27686 3.41000000 2.87000000 2.280000000
## 27687 0.56000000 1.31000000 3.560000000
## 27688 3.39000000 2.91000000 2.100000000
## 27689 3.88000000 3.33000000 2.700000000
## 27690 6.75000000 7.09000000 2.580000000
## 27691 6.59000000 6.77000000 2.550000000
## 27692 6.45000000 6.79000000 2.390000000
## 27693 7.57000000 7.88000000 2.020000000
## 27694 7.38000000 7.66000000 2.100000000
## 27695 7.41000000 7.58000000 2.020000000
## 27696 7.53000000 7.87000000 2.150000000
## 27697 7.33000000 7.51000000 2.010000000
## 27698 7.09000000 7.17000000 2.090000000
## 27699 7.11000000 7.15000000 2.050000000
## 27700 7.34000000 7.52000000 2.100000000
## 27701 7.79000000 8.08000000 1.950000000
## 27702 7.17000000 7.32000000 2.080000000
## 27703 6.55000000 7.18000000 2.860000000
## 27704 6.74000000 7.14000000 2.610000000
## 27705 7.36000000 7.49000000 2.010000000
## 27706 6.05000000 6.69000000 3.150000000
## 27707 6.50000000 6.76000000 2.650000000
## 27708 7.93000000 8.06000000 1.660000000
## 27709 4.00000000 3.80000000 3.230000000
## 27710 5.47000000 5.63000000 3.330000000
## 27711 5.66000000 5.64000000 2.550000000
## 27712 6.64000000 7.05000000 2.760000000
## 27713 6.27000000 6.22000000 2.760000000
## 27714 5.41000000 5.27000000 2.960000000
## 27716 5.97000000 5.97000000 3.120000000
## 27717 2.82000000 1.45000000 3.220000000
## 27718 1.82000000 0.88000000 2.640000000
## 27719 0.47000000 0.38000000 1.230000000
## 27720 4.80000000 4.53000000 2.040000000
## 27721 1.44000000 1.45000000 0.570000000
## 27723 1.29000000 1.25000000 0.790000000
## 27725 0.60000000 0.56000000 0.840000000
## 27726 0.24000000 0.10000000 0.910000000
## 27727 0.25000000 0.30000000 0.900000000
## 27728 0.03000000 0.04000000 0.800000000
## 27731 0.51000000 0.50000000 0.790000000
## 27734 0.73000000 0.67000000 0.670000000
## 27736 0.75000000 0.73000000 0.780000000
## 27737 1.19000000 1.25000000 0.630000000
## 27738 0.02000000 0.08000000 0.980000000
## 27739 0.48000000 0.59000000 1.080000000
## 27740 0.15000000 0.20000000 1.050000000
## 27741 0.37000000 0.42000000 0.840000000
## 27742 0.19000000 0.21000000 0.980000000
## 27745 0.40000000 0.38000000 0.900000000
## 27746 0.91000000 0.85000000 0.670000000
## 27747 1.17000000 1.21000000 0.740000000
## 27748 0.38000000 0.44000000 0.910000000
## 27750 1.40000000 1.41000000 0.730000000
## 27751 0.38000000 0.35000000 0.860000000
## 27752 0.29000000 0.29000000 0.840000000
## 27753 0.28000000 0.28000000 0.830000000
## 27754 0.58000000 0.58000000 0.750000000
## 27756 0.38000000 0.43000000 1.060000000
## 27757 0.44000000 0.46000000 1.010000000
## 27758 0.74000000 0.68000000 0.760000000
## 27760 0.38000000 0.41000000 0.730000000
## 27761 5.32000000 5.16000000 2.240000000
## 27762 3.37000000 2.97000000 1.480000000
## 27763 2.87000000 2.73000000 0.790000000
## 27764 3.27000000 3.26000000 0.840000000
## 27765 2.92000000 2.82000000 0.920000000
## 27766 3.27000000 3.27000000 0.840000000
## 27767 1.16000000 1.18000000 0.810000000
## 27768 0.88000000 0.77000000 0.730000000
## 27769 3.13000000 3.09000000 0.830000000
## 27770 0.66000000 0.55000000 1.120000000
## 27771 3.64000000 3.38000000 1.380000000
## 27772 1.26000000 1.20000000 0.900000000
## 27773 0.39000000 0.44000000 1.010000000
## 27774 5.73000000 5.91000000 2.180000000
## 27775 3.22000000 3.20000000 0.780000000
## 27776 3.10000000 3.08000000 0.700000000
## 27777 1.65000000 1.57000000 0.750000000
## 27778 5.61000000 5.42000000 2.170000000
## 27779 3.88000000 3.48000000 1.770000000
## 27780 0.98000000 0.94000000 0.600000000
## 27781 5.52000000 5.10000000 2.250000000
## 27782 1.18000000 1.23000000 0.640000000
## 27783 3.58000000 3.49000000 0.840000000
## 27784 3.37000000 3.38000000 0.660000000DIAGRAMA DE DISPERSIÓN
# Extraer las variables de la tabla
x1 <- TPV$x1
x2 <- TPV$x2
y <- TPV$y
Dispersion3D <- scatterplot3d(x1, x2, y,
angle = 60,
pch = 16,
color = "blue",
main = "Gráfica N°1: Diagrama de dispersión
del tamaño de grano promedio (MEAN), tamaño tipico
del grano (MEDIAN)y la variacion de los granos (STDEV))",
xlab = "MEDIAN",
ylab = "STDEV",
zlab = "MEAN")
CONJETURA DL MODELO
# Gráfica de comparación (realidad vs modelo)
plot3d <- scatterplot3d(x1, x2, y,
angle = 60,
pch = 16,
color = "blue",
main = "Gráfica N°2:Comparacion de la realidad con el
modelo multivariable lineal del tamaño de grano promedio,
tipico y variacion",
xlab = "MEDIAN",
ylab = "STDEV",
zlab = "MEAN")
# Cálculo de parámetros
regresion_multiple <- lm(y ~ x1 + x2, data = TPV)
print(regresion_multiple)##
## Call:
## lm(formula = y ~ x1 + x2, data = TPV)
##
## Coefficients:
## (Intercept) x1 x2
## 0.1418 0.8979 0.2138# Plano
plot3d$plane3d(regresion_multiple)
# Ecuación
coeficientes <- coef(regresion_multiple)
a <- round(coeficientes[1], 3)
b <- round(coeficientes[2], 3)
c <- round(coeficientes[3], 3)
# Mostrar ecuación en gráfico
plot(1, type = "n", axes = FALSE, xlab = "", ylab = "")
text(x = 1, y = 1,
labels = paste("Ecuación Múltiple Lineal\n",
"Y = a + bx1 + cx2\n",
"Y =", a, "+", b, "x1 +", c,"x2"),
cex = 1.8,
col = "blue",
font = 2)
TEST DE APROBACION Y RESTRICCIONES
# TEST DE PEARSON
r <-cor(y,x1+x2)
r*100## [1] 92.82557# Coeficiente de determinación
r2 <- r^2 * 100
r2## [1] 86.16587RESTRICCIONES
El modelo de regresión lineal múltiple es válido únicamente dentro del rango de valores observados de las variables MEDIAN y STDEV, por lo que no se recomienda realizar extrapolaciones fuera del dominio muestral.
Al tratarse de un modelo lineal, se asume una relación lineal entre las variables, lo cual puede no representar completamente el comportamiento real del fenómeno en todos los casos.
Adicionalmente, el tamaño de grano promedio (MEAN) puede estar influenciado por otros factores sedimentológicos no considerados en el modelo, tales como la energía del medio, los procesos de transporte y las condiciones de deposición.
- MEDIAN ∈ [MEDIAN_min, MEDIAN_max]
- STDEV ∈ [STDEV_min, STDEV_max]
- MEAN ∈ [MEAN_min, MEAN_max]
- MEAN_predicho ∈ [MEAN_min, MEAN_max]
CALCULO DE ESTIMACIONES
¿Qué valor de MEAN se espera para MEDIAN = 2 y STDEV = 0.5
# Cálculo
MEAN_Est <- regresion_multiple$coefficients[1] +
regresion_multiple$coefficients[2] * 2 +
regresion_multiple$coefficients[3] * 0.5
MEAN_Est## (Intercept)
## 2.044601# Mostrar resultado en gráfico
plot(1, type = "n", axes = FALSE, xlab = "", ylab = "")
text(x = 1, y = 1,
labels = paste("¿Qué valor de MEAN se espera\n",
"para MEDIAN = 2 y STDEV = 0.5?\n\n",
"MEAN estimado =", round(MEAN_Est, 3)),
cex = 2,
col = "blue",
font = 2)
CONCLUSIÓN
Entre la variable MEAN y la combinación de las variables MEDIAN y STDEV existe una relación de regresión lineal múltiple.
El valor de MEAN está influenciado en un alto porcentaje por la combinación de MEDIAN y STDEV, lo que se evidencia en el elevado coeficiente de determinación obtenido. Esto indica que el modelo explica de manera adecuada la variabilidad del tamaño de grano promedio.
Además, el modelo presenta coherencia tanto estadística como física, ya que las variables utilizadas pertenecen al mismo fenómeno granulométrico, permitiendo una interpretación consistente del comportamiento del sedimento.
Por ejemplo, al considerar valores específicos de las variables independientes, es posible estimar el valor de MEAN mediante la ecuación del modelo, lo que demuestra su utilidad como herramienta de análisis y predicción.