Data Preparation
Danya Dawoon Jung
2022-12-14
Data Preparation:
In this Data Preparation phase, the following things: 1. Load the SNP genotypes in .vcf format (vcfR::read.vcfR()) 2. Extract the genotypes into an R-compatible format(vcfR::extract.gt()) 3. Rotate the data into the standard R analysis format(t()) 4. Remove individuals (rows) from the data set that have >50% NAs 5. Remove SNPs (columns) that are fixed 6. Impute remaining NAs (using a for()loop) 7. Save the prepared data as a .csv file for the next step(write.csv())
Load necessary packages
library(vcfR)##
## ***** *** vcfR *** *****
## This is vcfR 1.13.0
## browseVignettes('vcfR') # Documentation
## citation('vcfR') # Citation
## ***** ***** ***** *****library(vegan)## Loading required package: permute## Loading required package: lattice## This is vegan 2.6-4library(ggplot2)
library(ggpubr)Confirm your working directory and location of files
getwd()## [1] "/Users/danyajung/Desktop/R project"list.files(pattern = "vcf")## [1] "ALL.chr11_GRCh38.genotypes.20170504.vcf"
## [2] "vcf_num_df.csv"
## [3] "vcf_num_df2.csv"
## [4] "vcf_num.csv"
## [5] "vcf_scaled.csv"Set SNP data up for R
Load the vcf data.
my_vcf = "ALL.chr11_GRCh38.genotypes.20170504.vcf"
vcf <- vcfR::read.vcfR(my_vcf, convertNA = T)## Scanning file to determine attributes.
## File attributes:
## meta lines: 130
## header_line: 131
## variant count: 3
## column count: 2513
##
Meta line 130 read in.
## All meta lines processed.
## gt matrix initialized.
## Character matrix gt created.
## Character matrix gt rows: 3
## Character matrix gt cols: 2513
## skip: 0
## nrows: 3
## row_num: 0
##
Processed variant: 3
## All variants processedConvert raw VCF file to genotype scores
Get genotype score(allele counts)
vcf_num <- vcfR::extract.gt(vcf,
element = "GT",
IDtoRowNames = F,
as.numeric = T,
convertNA = T)
write.csv(vcf_num, file = "vcf_num.csv", row.names = F)Confirm presence of file
list.files()## [1] "1000genomes_people_info2-1.csv"
## [2] "ALL.chr11_GRCh38.genotypes.20170504.vcf"
## [3] "final_report_template.Rmd"
## [4] "R project.Rproj"
## [5] "vcf_num_df.csv"
## [6] "vcf_num_df2.csv"
## [7] "vcf_num.csv"
## [8] "vcf_scaled.csv"
## [9] "Workflow.html"
## [10] "Workflow.Rmd"##Data preperation
vcf_num_t <- t(vcf_num) #Transpose original VCF orientation to R data frame oriantentation
vcf_num_df <- data.frame(vcf_num_t) #Make into a data frame
sample <- row.names(vcf_num_df) #Get person (sample) names
vcf_num_df <- data.frame(sample, vcf_num_df) #Add sample info to data frameCheck working directory
getwd()## [1] "/Users/danyajung/Desktop/R project"write.csv(vcf_num_df, file = "vcf_num_df.csv",
row.names = F)
list.files()## [1] "1000genomes_people_info2-1.csv"
## [2] "ALL.chr11_GRCh38.genotypes.20170504.vcf"
## [3] "final_report_template.Rmd"
## [4] "R project.Rproj"
## [5] "vcf_num_df.csv"
## [6] "vcf_num_df2.csv"
## [7] "vcf_num.csv"
## [8] "vcf_scaled.csv"
## [9] "Workflow.html"
## [10] "Workflow.Rmd"Clean data
Load population meta data
pop_meta <- read.csv(file = "1000genomes_people_info2-1.csv")
names(pop_meta)## [1] "pop" "super_pop" "sample" "sex" "lat" "lng"names(vcf_num_df)[1:10]## [1] "sample" "X1" "X2" "X3" NA NA NA NA
## [9] NA NAMerge the two sets of data
vcf_num_df2 <- merge(pop_meta,
vcf_num_df,
by = "sample")QA/AC: Check the dimensions before and after the merge
nrow(vcf_num_df) == nrow(vcf_num_df2)## [1] TRUECheck the names of the new data frame
names(vcf_num_df2)[1:15]## [1] "sample" "pop" "super_pop" "sex" "lat" "lng"
## [7] "X1" "X2" "X3" NA NA NA
## [13] NA NA NAOmit invariant features
invar_omit <- function(x) {
cat("Datafram of dim", dim(x), "processed..\n")
sds <- apply(x, 2, sd, na.rm = T)
i_var0 <- which(sds == 0)
cat(length(i_var0), "columns removed\n")
if(length(i_var0) > 0) {
x <- x[, -i_var0]
}
return(x)
}vcf_noinvar <- vcf_num_df2
vcf_noinvar[, -c(1:6)] <- invar_omit(vcf_noinvar[, -c(1:6)])## Datafram of dim 2504 3 processed..
## 0 columns removedmy_meta_N_invar_cols <- 0find_NAs <- function(x){
NAs_TF <- is.na(x)
i_NA <- which(NAs_TF == TRUE)
N_NA <- length(i_NA)
return(i_NA)
}N_rows <- nrow(vcf_noinvar)
N_NA <- rep(x = 0, times = N_rows)
N_SNPs <- ncol(vcf_noinvar)
for(i in 1:N_rows) {
i_NA <- find_NAs(vcf_noinvar[i,])
N_NA_i <- length(i_NA)
N_NA[i] <- N_NA_i
}cutoff50 <- N_SNPs*0.5
percent_NA <- N_NA/N_SNPs * 100
any(percent_NA > 50)## [1] FALSEmean(percent_NA)## [1] 0my_meta_N_meanNA_rows <- mean(percent_NA)##Imputation
mean_imputation <- function(df) {
n_cols <- ncol(df)
for(i in 1:n_cols) {
column_i <- df[, i]
mean_i <- mean(column_i, na.rm = T)
NAs_i <- which(is.na(column_i))
N_NAs <- length(NAs_i)
column_i[NAs_i] <- mean_i
df[, i] <- column_i
}
return(df)
}vcf_noNA <- vcf_noinvar
vcf_noNA[, -c(1:6)]## X1 X2 X3
## 1 1 0 0
## 2 1 0 0
## 3 1 0 0
## 4 1 0 0
## 5 1 0 0
## 6 1 0 0
## 7 1 0 0
## 8 1 0 0
## 9 1 0 0
## 10 1 0 0
## 11 1 0 0
## 12 1 0 0
## 13 1 0 0
## 14 1 0 0
## 15 1 0 0
## 16 1 0 0
## 17 1 0 0
## 18 1 0 0
## 19 1 0 0
## 20 1 0 0
## 21 1 0 0
## 22 1 0 0
## 23 1 0 0
## 24 1 0 0
## 25 1 0 0
## 26 1 0 0
## 27 1 0 0
## 28 1 0 0
## 29 1 0 0
## 30 1 0 0
## 31 1 0 0
## 32 1 0 0
## 33 1 0 0
## 34 1 0 0
## 35 1 0 0
## 36 1 0 0
## 37 1 0 0
## 38 1 0 0
## 39 1 0 0
## 40 1 0 0
## 41 1 0 0
## 42 1 0 0
## 43 1 0 0
## 44 1 0 0
## 45 1 0 0
## 46 1 0 0
## 47 1 0 0
## 48 1 0 0
## 49 1 0 0
## 50 1 0 0
## 51 1 0 0
## 52 1 0 0
## 53 1 0 0
## 54 1 0 0
## 55 1 0 0
## 56 1 0 0
## 57 1 0 0
## 58 1 0 0
## 59 1 0 0
## 60 1 0 0
## 61 1 0 0
## 62 1 0 0
## 63 1 0 0
## 64 1 0 0
## 65 1 0 0
## 66 1 0 0
## 67 1 0 0
## 68 1 0 0
## 69 1 0 0
## 70 1 0 0
## 71 0 0 0
## 72 1 0 0
## 73 1 0 0
## 74 1 0 0
## 75 1 0 0
## 76 1 0 0
## 77 1 0 0
## 78 1 0 0
## 79 1 0 0
## 80 1 0 0
## 81 1 0 0
## 82 1 0 0
## 83 1 0 0
## 84 1 0 0
## 85 1 0 0
## 86 1 0 0
## 87 1 0 0
## 88 1 0 0
## 89 1 0 0
## 90 1 0 0
## 91 1 0 0
## 92 1 0 0
## 93 1 0 0
## 94 1 0 0
## 95 1 0 0
## 96 1 0 0
## 97 1 0 0
## 98 1 0 0
## 99 1 0 0
## 100 1 0 0
## 101 1 0 0
## 102 1 0 0
## 103 1 0 0
## 104 1 0 0
## 105 1 0 0
## 106 1 0 0
## 107 1 0 0
## 108 1 0 0
## 109 1 0 0
## 110 1 0 0
## 111 1 0 0
## 112 1 0 0
## 113 1 0 0
## 114 1 0 0
## 115 1 0 0
## 116 1 0 0
## 117 1 0 0
## 118 1 0 0
## 119 1 0 0
## 120 1 0 0
## 121 1 0 0
## 122 1 0 0
## 123 1 0 0
## 124 1 0 0
## 125 1 0 0
## 126 1 0 0
## 127 1 0 0
## 128 1 0 0
## 129 1 0 0
## 130 1 0 0
## 131 1 0 0
## 132 1 0 0
## 133 1 0 0
## 134 1 0 0
## 135 1 0 0
## 136 1 0 0
## 137 1 0 0
## 138 1 0 0
## 139 1 0 0
## 140 1 0 0
## 141 1 0 0
## 142 1 0 0
## 143 1 0 0
## 144 1 0 0
## 145 1 0 0
## 146 1 0 0
## 147 0 0 0
## 148 1 0 0
## 149 1 0 0
## 150 1 0 0
## 151 1 0 0
## 152 1 0 0
## 153 1 0 0
## 154 1 0 0
## 155 1 0 0
## 156 1 0 0
## 157 1 0 0
## 158 1 0 0
## 159 1 0 0
## 160 1 0 0
## 161 1 0 0
## 162 1 0 0
## 163 1 0 0
## 164 1 0 0
## 165 1 0 0
## 166 1 0 0
## 167 1 0 0
## 168 1 0 0
## 169 1 0 0
## 170 1 0 0
## 171 1 0 0
## 172 1 0 0
## 173 0 0 0
## 174 1 0 0
## 175 1 0 0
## 176 1 0 0
## 177 1 0 0
## 178 1 0 0
## 179 0 0 0
## 180 1 0 0
## 181 1 0 0
## 182 1 0 0
## 183 1 0 0
## 184 1 0 0
## 185 1 0 0
## 186 1 0 0
## 187 1 0 0
## 188 1 0 0
## 189 1 0 0
## 190 1 0 0
## 191 1 0 0
## 192 1 0 0
## 193 1 0 0
## 194 1 0 0
## 195 1 0 0
## 196 1 0 0
## 197 1 0 0
## 198 1 0 0
## 199 1 0 0
## 200 1 0 0
## 201 1 0 0
## 202 1 0 0
## 203 1 0 0
## 204 1 0 0
## 205 1 0 0
## 206 1 0 0
## 207 1 0 0
## 208 1 0 0
## 209 1 0 0
## 210 1 0 0
## 211 1 0 0
## 212 1 0 0
## 213 1 0 0
## 214 1 0 0
## 215 1 0 0
## 216 1 0 0
## 217 1 0 0
## 218 1 0 0
## 219 1 0 0
## 220 1 0 0
## 221 1 0 0
## 222 1 0 0
## 223 1 0 0
## 224 1 0 0
## 225 1 0 0
## 226 1 0 0
## 227 1 0 0
## 228 1 0 0
## 229 1 0 0
## 230 0 0 0
## 231 1 0 0
## 232 1 0 0
## 233 1 0 0
## 234 1 0 0
## 235 1 0 0
## 236 1 0 0
## 237 1 0 0
## 238 1 0 0
## 239 1 0 0
## 240 1 0 0
## 241 1 0 0
## 242 1 0 0
## 243 1 0 0
## 244 1 0 0
## 245 1 0 0
## 246 1 0 0
## 247 1 0 0
## 248 1 0 0
## 249 1 0 0
## 250 1 0 0
## 251 1 0 0
## 252 1 0 0
## 253 1 0 0
## 254 1 0 0
## 255 1 0 0
## 256 1 0 0
## 257 1 0 0
## 258 1 0 0
## 259 1 0 0
## 260 1 0 0
## 261 1 0 0
## 262 1 0 0
## 263 1 0 0
## 264 1 0 0
## 265 1 0 0
## 266 1 0 0
## 267 1 0 0
## 268 1 0 0
## 269 1 0 0
## 270 1 0 0
## 271 1 0 0
## 272 1 0 0
## 273 1 0 0
## 274 1 0 0
## 275 1 0 0
## 276 1 0 0
## 277 1 0 0
## 278 1 0 0
## 279 1 0 0
## 280 1 0 0
## 281 1 0 0
## 282 1 0 0
## 283 1 0 0
## 284 1 0 0
## 285 1 0 0
## 286 1 0 0
## 287 1 0 0
## 288 1 0 0
## 289 1 0 0
## 290 1 0 0
## 291 1 0 0
## 292 1 0 0
## 293 1 0 0
## 294 1 0 0
## 295 1 0 0
## 296 1 0 0
## 297 1 0 0
## 298 1 0 0
## 299 1 0 0
## 300 1 0 0
## 301 1 0 0
## 302 1 0 0
## 303 1 0 0
## 304 1 0 0
## 305 1 0 0
## 306 1 0 0
## 307 1 0 0
## 308 1 0 0
## 309 1 0 0
## 310 1 0 0
## 311 1 0 0
## 312 1 0 0
## 313 1 0 0
## 314 1 0 0
## 315 1 0 0
## 316 1 0 0
## 317 1 0 0
## 318 1 0 0
## 319 1 0 0
## 320 1 0 0
## 321 1 0 0
## 322 1 0 0
## 323 1 0 0
## 324 1 0 0
## 325 1 0 0
## 326 1 0 0
## 327 1 0 0
## 328 1 0 0
## 329 1 0 0
## 330 1 0 0
## 331 1 0 0
## 332 1 0 0
## 333 1 0 0
## 334 1 0 0
## 335 1 0 0
## 336 1 0 0
## 337 1 0 0
## 338 1 0 0
## 339 1 0 0
## 340 1 0 0
## 341 1 0 0
## 342 1 0 0
## 343 1 0 0
## 344 1 0 0
## 345 1 0 0
## 346 1 0 0
## 347 1 0 0
## 348 1 0 0
## 349 1 0 0
## 350 1 0 0
## 351 1 0 0
## 352 1 0 0
## 353 1 0 0
## 354 1 0 0
## 355 1 0 0
## 356 1 0 0
## 357 1 0 0
## 358 1 0 0
## 359 1 0 0
## 360 0 0 0
## 361 1 0 0
## 362 1 0 0
## 363 1 0 0
## 364 1 0 0
## 365 1 0 0
## 366 1 0 0
## 367 1 0 0
## 368 1 0 0
## 369 1 0 0
## 370 1 0 0
## 371 1 0 0
## 372 1 0 0
## 373 1 0 0
## 374 1 0 0
## 375 1 0 0
## 376 1 0 0
## 377 1 0 0
## 378 1 0 0
## 379 1 0 0
## 380 1 0 0
## 381 1 0 0
## 382 1 0 0
## 383 1 0 0
## 384 1 0 0
## 385 1 0 0
## 386 1 0 0
## 387 1 0 0
## 388 1 0 0
## 389 1 0 0
## 390 1 0 0
## 391 1 0 0
## 392 1 0 0
## 393 1 0 0
## 394 1 0 0
## 395 1 0 0
## 396 1 0 0
## 397 0 0 0
## 398 1 0 0
## 399 1 0 0
## 400 1 0 0
## 401 1 0 0
## 402 1 0 0
## 403 1 0 0
## 404 1 0 0
## 405 0 0 0
## 406 1 0 0
## 407 1 0 0
## 408 1 0 0
## 409 1 0 0
## 410 1 0 0
## 411 1 0 0
## 412 1 0 0
## 413 1 0 0
## 414 1 0 0
## 415 1 0 0
## 416 1 0 0
## 417 1 0 0
## 418 1 0 0
## 419 1 0 0
## 420 1 0 0
## 421 1 0 0
## 422 1 0 0
## 423 1 0 0
## 424 1 0 0
## 425 1 0 0
## 426 1 0 0
## 427 1 0 0
## 428 1 0 0
## 429 1 0 0
## 430 1 0 0
## 431 1 0 0
## 432 1 0 0
## 433 1 0 0
## 434 1 0 0
## 435 1 0 0
## 436 1 0 0
## 437 1 0 0
## 438 1 0 0
## 439 1 0 0
## 440 1 0 0
## 441 1 0 0
## 442 1 0 0
## 443 1 0 0
## 444 1 0 0
## 445 1 0 0
## 446 1 0 0
## 447 1 0 0
## 448 1 0 0
## 449 1 0 0
## 450 1 0 0
## 451 1 0 0
## 452 1 0 0
## 453 1 0 0
## 454 1 0 0
## 455 1 0 0
## 456 1 0 0
## 457 1 0 0
## 458 1 0 0
## 459 1 0 0
## 460 1 0 0
## 461 1 0 0
## 462 1 0 0
## 463 1 0 0
## 464 1 0 0
## 465 1 0 0
## 466 1 0 0
## 467 1 0 0
## 468 1 0 0
## 469 1 0 0
## 470 1 0 0
## 471 1 0 0
## 472 1 0 0
## 473 0 0 0
## 474 1 0 0
## 475 1 0 0
## 476 1 0 0
## 477 1 0 0
## 478 1 0 0
## 479 1 0 0
## 480 0 0 0
## 481 1 0 0
## 482 1 0 0
## 483 1 0 0
## 484 1 0 0
## 485 0 0 0
## 486 0 0 0
## 487 1 0 0
## 488 1 0 0
## 489 1 0 0
## 490 1 0 0
## 491 1 0 0
## 492 1 0 0
## 493 1 0 0
## 494 1 0 0
## 495 1 0 0
## 496 1 0 0
## 497 1 0 0
## 498 1 0 0
## 499 1 0 0
## 500 1 0 0
## 501 1 0 0
## 502 1 0 0
## 503 1 0 0
## 504 1 0 0
## 505 1 0 0
## 506 1 0 0
## 507 1 0 0
## 508 1 0 0
## 509 1 0 0
## 510 1 0 0
## 511 1 0 0
## 512 1 0 0
## 513 1 0 0
## 514 1 0 0
## 515 1 0 0
## 516 1 0 0
## 517 1 0 0
## 518 1 0 0
## 519 1 0 0
## 520 1 0 0
## 521 1 0 0
## 522 1 0 0
## 523 1 0 0
## 524 1 0 0
## 525 1 0 0
## 526 1 0 0
## 527 1 0 0
## 528 1 0 0
## 529 1 0 0
## 530 1 0 0
## 531 1 0 0
## 532 1 0 0
## 533 1 0 0
## 534 1 0 0
## 535 1 0 0
## 536 1 0 0
## 537 1 0 0
## 538 1 0 0
## 539 1 0 0
## 540 1 0 0
## 541 1 0 0
## 542 1 0 0
## 543 1 0 0
## 544 0 0 0
## 545 1 0 0
## 546 1 0 0
## 547 1 0 0
## 548 1 0 0
## 549 1 0 0
## 550 1 0 0
## 551 1 0 0
## 552 1 0 0
## 553 1 0 0
## 554 1 0 0
## 555 1 0 0
## 556 1 0 0
## 557 1 0 0
## 558 1 0 0
## 559 1 0 0
## 560 1 0 0
## 561 1 0 0
## 562 1 0 0
## 563 1 0 0
## 564 1 0 0
## 565 1 0 0
## 566 1 0 0
## 567 1 0 0
## 568 1 0 0
## 569 1 0 0
## 570 1 0 0
## 571 1 0 0
## 572 1 0 0
## 573 1 0 0
## 574 1 0 0
## 575 1 0 0
## 576 1 0 0
## 577 1 0 0
## 578 1 0 0
## 579 1 0 0
## 580 1 0 0
## 581 1 0 0
## 582 1 0 0
## 583 1 0 0
## 584 1 0 0
## 585 1 0 0
## 586 1 0 0
## 587 1 0 0
## 588 1 0 0
## 589 1 0 0
## 590 1 0 0
## 591 1 0 0
## 592 1 0 0
## 593 1 0 0
## 594 1 0 0
## 595 1 0 0
## 596 1 0 0
## 597 1 0 0
## 598 1 0 0
## 599 1 0 0
## 600 1 0 0
## 601 1 0 0
## 602 1 0 0
## 603 1 0 0
## 604 1 0 0
## 605 1 0 0
## 606 1 0 0
## 607 1 0 0
## 608 1 0 0
## 609 1 0 0
## 610 1 0 0
## 611 1 0 0
## 612 1 0 0
## 613 1 0 0
## 614 1 0 0
## 615 1 0 0
## 616 1 0 0
## 617 1 0 0
## 618 1 0 0
## 619 1 0 0
## 620 1 0 0
## 621 1 0 0
## 622 1 0 0
## 623 1 0 0
## 624 1 0 0
## 625 1 0 0
## 626 1 0 0
## 627 1 0 0
## 628 1 0 0
## 629 1 0 0
## 630 1 0 0
## 631 1 0 0
## 632 1 0 0
## 633 1 0 0
## 634 1 0 0
## 635 1 0 0
## 636 1 0 0
## 637 0 0 0
## 638 1 0 0
## 639 1 0 0
## 640 1 0 0
## 641 1 0 0
## 642 1 0 0
## 643 1 0 0
## 644 1 0 0
## 645 1 0 0
## 646 1 0 0
## 647 1 0 0
## 648 1 0 0
## 649 1 0 0
## 650 1 0 0
## 651 1 0 0
## 652 1 0 0
## 653 1 0 0
## 654 1 0 0
## 655 1 0 0
## 656 1 0 0
## 657 1 0 0
## 658 1 0 0
## 659 1 0 0
## 660 1 0 0
## 661 1 0 0
## 662 1 0 0
## 663 1 0 0
## 664 1 0 0
## 665 1 0 0
## 666 1 0 0
## 667 1 0 0
## 668 1 0 0
## 669 1 0 0
## 670 1 0 0
## 671 1 0 0
## 672 1 0 0
## 673 1 0 0
## 674 1 0 0
## 675 1 0 0
## 676 1 0 0
## 677 0 0 0
## 678 1 0 0
## 679 1 0 0
## 680 0 0 0
## 681 1 0 0
## 682 1 0 0
## 683 1 0 0
## 684 1 0 0
## 685 1 0 0
## 686 1 0 0
## 687 0 0 0
## 688 1 0 0
## 689 1 0 0
## 690 1 0 0
## 691 1 0 0
## 692 1 0 0
## 693 1 0 0
## 694 1 0 0
## 695 1 0 0
## 696 1 0 0
## 697 1 0 0
## 698 1 0 0
## 699 1 0 0
## 700 1 0 0
## 701 1 0 0
## 702 1 0 0
## 703 0 0 0
## 704 1 0 0
## 705 1 0 0
## 706 1 0 0
## 707 1 0 0
## 708 1 0 0
## 709 1 0 0
## 710 1 0 0
## 711 1 0 0
## 712 1 0 0
## 713 1 0 0
## 714 1 0 0
## 715 1 0 0
## 716 1 0 0
## 717 1 0 0
## 718 1 0 0
## 719 1 0 0
## 720 1 0 0
## 721 1 0 0
## 722 1 0 0
## 723 1 0 0
## 724 1 0 0
## 725 1 0 0
## 726 1 0 0
## 727 1 0 0
## 728 1 0 0
## 729 1 0 0
## 730 1 0 0
## 731 0 0 0
## 732 1 0 0
## 733 1 0 0
## 734 1 0 0
## 735 1 0 0
## 736 1 0 0
## 737 1 0 0
## 738 1 0 0
## 739 1 0 0
## 740 1 0 0
## 741 1 0 0
## 742 1 0 0
## 743 1 0 0
## 744 1 0 0
## 745 1 0 0
## 746 1 0 0
## 747 1 0 0
## 748 1 0 0
## 749 1 0 0
## 750 1 0 0
## 751 1 0 0
## 752 1 0 0
## 753 1 0 0
## 754 1 0 0
## 755 1 0 0
## 756 1 0 0
## 757 1 0 0
## 758 1 0 0
## 759 1 0 0
## 760 1 0 0
## 761 1 0 0
## 762 1 0 0
## 763 1 0 0
## 764 1 0 0
## 765 1 0 0
## 766 1 0 0
## 767 1 0 0
## 768 1 0 0
## 769 1 0 0
## 770 1 0 0
## 771 1 0 0
## 772 1 0 0
## 773 1 0 0
## 774 1 0 0
## 775 1 0 0
## 776 1 0 0
## 777 1 0 0
## 778 1 0 0
## 779 1 0 0
## 780 1 0 0
## 781 1 0 0
## 782 1 0 0
## 783 1 0 0
## 784 1 0 0
## 785 1 0 0
## 786 1 0 0
## 787 1 0 0
## 788 1 0 0
## 789 1 0 0
## 790 1 0 0
## 791 1 0 0
## 792 1 0 0
## 793 1 0 0
## 794 1 0 0
## 795 1 0 0
## 796 1 0 0
## 797 1 0 0
## 798 1 0 0
## 799 1 0 0
## 800 1 0 0
## 801 1 0 0
## 802 1 0 0
## 803 1 0 0
## 804 1 0 0
## 805 0 0 0
## 806 1 0 0
## 807 1 0 0
## 808 1 0 0
## 809 1 0 0
## 810 1 0 0
## 811 1 0 0
## 812 1 0 0
## 813 1 0 0
## 814 1 0 0
## 815 1 0 0
## 816 1 0 0
## 817 1 0 0
## 818 1 0 0
## 819 1 0 0
## 820 1 0 0
## 821 1 0 0
## 822 1 0 0
## 823 1 0 0
## 824 1 0 0
## 825 1 0 0
## 826 1 0 0
## 827 1 0 0
## 828 1 0 0
## 829 1 0 0
## 830 1 0 0
## 831 1 0 0
## 832 1 0 0
## 833 1 0 0
## 834 1 0 0
## 835 1 0 0
## 836 1 0 0
## 837 1 0 0
## 838 1 0 0
## 839 1 0 0
## 840 1 0 0
## 841 1 0 0
## 842 1 0 0
## 843 1 0 0
## 844 1 0 0
## 845 1 0 0
## 846 1 0 0
## 847 1 0 0
## 848 1 0 0
## 849 1 0 0
## 850 1 0 0
## 851 1 0 0
## 852 1 0 0
## 853 1 0 0
## 854 1 0 0
## 855 0 0 0
## 856 1 0 0
## 857 1 0 0
## 858 1 0 0
## 859 1 0 0
## 860 1 0 0
## 861 1 0 0
## 862 1 0 0
## 863 1 0 0
## 864 0 0 0
## 865 1 0 0
## 866 1 0 0
## 867 1 0 0
## 868 1 0 0
## 869 1 0 0
## 870 1 0 0
## 871 1 0 0
## 872 1 0 0
## 873 1 0 0
## 874 1 0 0
## 875 1 0 0
## 876 1 0 0
## 877 1 0 0
## 878 1 0 0
## 879 1 0 0
## 880 1 0 0
## 881 1 0 0
## 882 0 0 0
## 883 0 0 0
## 884 1 0 0
## 885 1 0 0
## 886 1 0 0
## 887 1 0 0
## 888 0 0 0
## 889 1 0 0
## 890 0 0 0
## 891 1 0 0
## 892 1 0 0
## 893 1 0 0
## 894 1 0 0
## 895 1 0 0
## 896 1 0 0
## 897 1 0 0
## 898 1 0 0
## 899 1 0 0
## 900 1 0 0
## 901 1 0 0
## 902 1 0 0
## 903 1 0 0
## 904 1 0 0
## 905 1 0 0
## 906 1 0 0
## 907 1 0 0
## 908 1 0 0
## 909 1 0 0
## 910 1 0 0
## 911 1 0 0
## 912 1 0 0
## 913 1 0 0
## 914 1 0 0
## 915 1 0 0
## 916 1 0 0
## 917 1 0 0
## 918 1 0 0
## 919 1 0 0
## 920 1 0 0
## 921 1 0 0
## 922 1 0 0
## 923 1 0 0
## 924 1 0 0
## 925 1 0 0
## 926 1 0 0
## 927 1 0 0
## 928 1 0 0
## 929 1 0 0
## 930 1 0 0
## 931 1 0 0
## 932 1 0 0
## 933 1 0 0
## 934 0 0 0
## 935 1 0 0
## 936 1 0 0
## 937 1 0 0
## 938 0 0 0
## 939 1 0 0
## 940 1 0 0
## 941 1 0 0
## 942 1 0 0
## 943 1 0 0
## 944 1 0 0
## 945 1 0 0
## 946 1 0 0
## 947 0 0 0
## 948 1 0 0
## 949 1 0 0
## 950 1 0 0
## 951 0 0 0
## 952 1 0 0
## 953 1 0 0
## 954 0 0 0
## 955 1 0 0
## 956 1 0 0
## 957 0 0 0
## 958 1 0 0
## 959 1 0 0
## 960 1 0 0
## 961 1 0 0
## 962 1 0 0
## 963 0 0 0
## 964 1 0 0
## 965 1 0 0
## 966 1 0 0
## 967 0 0 0
## 968 0 0 0
## 969 0 0 0
## 970 1 0 0
## 971 1 0 0
## 972 1 0 0
## 973 0 0 0
## 974 1 0 0
## 975 0 0 0
## 976 1 0 0
## 977 1 0 0
## 978 0 0 0
## 979 1 0 0
## 980 0 0 0
## 981 1 0 0
## 982 1 0 0
## 983 0 0 0
## 984 0 0 0
## 985 1 0 0
## 986 1 0 0
## 987 1 0 0
## 988 0 0 0
## 989 1 0 0
## 990 1 0 0
## 991 1 0 0
## 992 0 0 0
## 993 0 0 0
## 994 0 0 0
## 995 1 0 0
## 996 1 0 0
## 997 1 0 0
## 998 1 0 0
## 999 1 0 0
## 1000 1 0 0
## 1001 1 0 0
## 1002 1 0 0
## 1003 1 0 0
## 1004 1 0 0
## 1005 1 0 0
## 1006 0 0 0
## 1007 1 0 0
## 1008 1 0 0
## 1009 0 0 0
## 1010 1 0 0
## 1011 1 0 0
## 1012 1 0 0
## 1013 1 0 0
## 1014 1 1 0
## 1015 1 0 0
## 1016 0 0 0
## 1017 1 0 0
## 1018 1 0 0
## 1019 1 0 0
## 1020 1 0 0
## 1021 0 0 0
## 1022 1 0 0
## 1023 1 0 0
## 1024 1 0 0
## 1025 1 0 0
## 1026 1 0 0
## 1027 1 0 0
## 1028 1 0 0
## 1029 1 0 0
## 1030 1 0 0
## 1031 1 0 0
## 1032 1 0 0
## 1033 1 0 0
## 1034 0 0 0
## 1035 1 0 0
## 1036 0 0 0
## 1037 1 0 0
## 1038 1 0 0
## 1039 1 0 0
## 1040 1 0 0
## 1041 1 0 0
## 1042 1 0 0
## 1043 1 0 0
## 1044 1 0 0
## 1045 1 0 0
## 1046 1 0 0
## 1047 1 0 0
## 1048 1 0 0
## 1049 1 0 0
## 1050 1 0 0
## 1051 0 0 0
## 1052 1 0 0
## 1053 0 0 0
## 1054 1 0 0
## 1055 1 0 0
## 1056 1 0 0
## 1057 1 0 0
## 1058 1 0 0
## 1059 1 0 0
## 1060 0 0 0
## 1061 1 0 0
## 1062 1 0 0
## 1063 1 0 0
## 1064 1 0 0
## 1065 1 0 0
## 1066 1 0 0
## 1067 1 0 0
## 1068 1 0 0
## 1069 1 0 0
## 1070 1 0 0
## 1071 1 0 0
## 1072 1 0 0
## 1073 1 0 0
## 1074 1 0 0
## 1075 1 0 0
## 1076 1 0 0
## 1077 1 0 0
## 1078 1 0 0
## 1079 1 0 0
## 1080 1 0 0
## 1081 1 0 0
## 1082 1 0 0
## 1083 1 0 0
## 1084 1 0 0
## 1085 0 0 0
## 1086 1 0 0
## 1087 1 0 0
## 1088 1 0 0
## 1089 1 0 0
## 1090 0 0 0
## 1091 1 0 0
## 1092 1 0 0
## 1093 1 0 0
## 1094 1 0 0
## 1095 1 0 0
## 1096 1 0 0
## 1097 1 0 0
## 1098 1 0 0
## 1099 1 0 0
## 1100 0 0 0
## 1101 1 0 0
## 1102 0 0 0
## 1103 1 0 0
## 1104 1 0 0
## 1105 1 0 0
## 1106 1 0 0
## 1107 1 0 0
## 1108 1 0 0
## 1109 1 0 0
## 1110 0 0 0
## 1111 1 0 0
## 1112 1 0 0
## 1113 1 0 0
## 1114 0 0 0
## 1115 1 0 0
## 1116 1 0 0
## 1117 1 0 0
## 1118 1 0 0
## 1119 1 0 0
## 1120 1 0 0
## 1121 1 0 0
## 1122 1 0 0
## 1123 1 0 0
## 1124 1 0 0
## 1125 1 0 0
## 1126 1 0 0
## 1127 0 0 0
## 1128 0 0 0
## 1129 1 0 0
## 1130 1 0 0
## 1131 1 0 0
## 1132 0 0 0
## 1133 0 0 0
## 1134 1 0 0
## 1135 0 0 0
## 1136 1 0 0
## 1137 1 0 0
## 1138 0 0 0
## 1139 0 0 0
## 1140 1 0 0
## 1141 1 0 0
## 1142 1 0 0
## 1143 1 0 0
## 1144 0 0 0
## 1145 1 0 0
## 1146 0 0 0
## 1147 1 0 0
## 1148 1 0 0
## 1149 1 0 0
## 1150 1 0 0
## 1151 1 0 0
## 1152 1 0 0
## 1153 1 0 0
## 1154 1 0 0
## 1155 1 0 0
## 1156 0 0 0
## 1157 1 0 0
## 1158 1 0 0
## 1159 1 0 0
## 1160 1 0 0
## 1161 1 0 0
## 1162 1 0 0
## 1163 0 0 0
## 1164 1 0 0
## 1165 1 0 0
## 1166 1 0 0
## 1167 1 0 0
## 1168 1 0 0
## 1169 0 0 0
## 1170 1 0 0
## 1171 1 0 0
## 1172 1 0 0
## 1173 1 0 0
## 1174 1 0 0
## 1175 1 0 0
## 1176 1 0 0
## 1177 1 0 0
## 1178 1 0 0
## 1179 1 0 0
## 1180 1 0 0
## 1181 1 0 0
## 1182 1 0 0
## 1183 0 0 0
## 1184 1 0 0
## 1185 1 0 0
## 1186 1 0 0
## 1187 0 0 0
## 1188 0 0 0
## 1189 1 0 0
## 1190 1 0 0
## 1191 1 0 0
## 1192 1 0 0
## 1193 1 0 0
## 1194 1 0 0
## 1195 0 0 0
## 1196 1 0 0
## 1197 1 0 0
## 1198 1 0 0
## 1199 1 0 0
## 1200 1 0 0
## 1201 1 0 0
## 1202 1 0 0
## 1203 1 0 0
## 1204 1 0 0
## 1205 1 0 0
## 1206 1 0 0
## 1207 1 0 0
## 1208 1 0 0
## 1209 1 0 0
## 1210 1 0 0
## 1211 1 0 0
## 1212 0 0 0
## 1213 1 0 0
## 1214 1 0 0
## 1215 1 0 0
## 1216 1 0 0
## 1217 0 0 0
## 1218 1 0 0
## 1219 1 0 0
## 1220 1 0 0
## 1221 1 0 0
## 1222 0 0 0
## 1223 0 0 0
## 1224 1 0 0
## 1225 1 0 0
## 1226 1 0 0
## 1227 1 0 0
## 1228 1 0 0
## 1229 0 0 0
## 1230 1 0 0
## 1231 1 0 0
## 1232 1 0 0
## 1233 1 0 0
## 1234 0 0 0
## 1235 1 0 0
## 1236 0 0 0
## 1237 1 0 0
## 1238 0 0 0
## 1239 1 0 0
## 1240 1 0 0
## 1241 1 0 0
## 1242 1 0 0
## 1243 1 0 0
## 1244 1 0 0
## 1245 1 0 0
## 1246 0 0 0
## 1247 1 0 0
## 1248 1 0 0
## 1249 1 0 0
## 1250 1 0 0
## 1251 1 0 0
## 1252 1 0 0
## 1253 1 0 0
## 1254 1 0 0
## 1255 1 0 0
## 1256 1 0 0
## 1257 0 0 0
## 1258 1 0 0
## 1259 1 0 0
## 1260 1 0 0
## 1261 0 0 0
## 1262 1 0 0
## 1263 1 0 0
## 1264 1 0 0
## 1265 0 0 0
## 1266 1 0 0
## 1267 1 0 0
## 1268 1 0 0
## 1269 1 0 0
## 1270 1 0 0
## 1271 1 0 0
## 1272 1 0 0
## 1273 1 0 0
## 1274 1 0 0
## 1275 1 0 0
## 1276 0 0 0
## 1277 1 0 0
## 1278 1 0 0
## 1279 1 0 0
## 1280 1 0 0
## 1281 1 0 0
## 1282 0 0 0
## 1283 1 0 0
## 1284 0 0 0
## 1285 0 0 0
## 1286 0 0 0
## 1287 0 0 0
## 1288 1 0 0
## 1289 0 0 0
## 1290 1 0 0
## 1291 0 0 0
## 1292 1 0 0
## 1293 1 0 0
## 1294 1 0 0
## 1295 1 0 0
## 1296 1 0 0
## 1297 1 0 0
## 1298 0 0 0
## 1299 0 0 0
## 1300 1 0 0
## 1301 0 0 0
## 1302 1 0 0
## 1303 1 0 0
## 1304 0 0 0
## 1305 1 0 0
## 1306 0 0 0
## 1307 1 0 0
## 1308 1 0 0
## 1309 1 0 0
## 1310 0 0 0
## 1311 1 0 0
## 1312 1 0 0
## 1313 1 0 0
## 1314 0 0 0
## 1315 1 0 0
## 1316 1 0 0
## 1317 1 0 0
## 1318 1 0 0
## 1319 1 0 0
## 1320 1 0 0
## 1321 1 0 0
## 1322 1 0 0
## 1323 1 0 0
## 1324 0 0 0
## 1325 0 0 0
## 1326 1 0 0
## 1327 1 0 0
## 1328 1 0 0
## 1329 1 0 0
## 1330 1 0 0
## 1331 0 0 0
## 1332 1 0 0
## 1333 1 0 0
## 1334 1 0 0
## 1335 1 0 0
## 1336 1 0 0
## 1337 0 0 0
## 1338 0 0 0
## 1339 0 0 0
## 1340 1 0 0
## 1341 1 0 0
## 1342 1 0 0
## 1343 0 0 0
## 1344 1 0 0
## 1345 1 0 0
## 1346 0 0 0
## 1347 1 0 0
## 1348 1 0 0
## 1349 1 0 0
## 1350 1 0 0
## 1351 1 0 0
## 1352 1 0 0
## 1353 1 0 0
## 1354 1 0 0
## 1355 1 0 0
## 1356 1 0 0
## 1357 1 0 0
## 1358 1 0 0
## 1359 1 0 0
## 1360 1 0 0
## 1361 1 0 0
## 1362 1 0 0
## 1363 1 0 0
## 1364 1 0 0
## 1365 1 0 0
## 1366 1 0 0
## 1367 1 0 0
## 1368 1 0 0
## 1369 1 0 0
## 1370 1 0 0
## 1371 1 0 0
## 1372 1 0 0
## 1373 1 0 0
## 1374 1 0 0
## 1375 1 0 0
## 1376 0 0 0
## 1377 1 0 0
## 1378 1 0 0
## 1379 1 0 0
## 1380 1 0 0
## 1381 1 0 0
## 1382 1 0 0
## 1383 1 0 0
## 1384 1 0 0
## 1385 1 0 0
## 1386 1 0 0
## 1387 1 0 0
## 1388 1 0 0
## 1389 1 0 0
## 1390 1 0 0
## 1391 1 0 0
## 1392 1 0 0
## 1393 1 0 0
## 1394 1 0 0
## 1395 1 0 0
## 1396 1 0 0
## 1397 1 0 0
## 1398 1 0 0
## 1399 1 0 0
## 1400 1 0 0
## 1401 1 0 0
## 1402 1 0 0
## 1403 1 0 0
## 1404 1 0 0
## 1405 1 0 0
## 1406 1 0 0
## 1407 1 0 0
## 1408 1 0 0
## 1409 1 0 0
## 1410 1 0 0
## 1411 1 0 0
## 1412 1 0 0
## 1413 1 0 0
## 1414 1 0 0
## 1415 1 0 0
## 1416 1 0 0
## 1417 1 0 0
## 1418 1 0 0
## 1419 1 0 0
## 1420 1 0 0
## 1421 1 0 0
## 1422 1 0 0
## 1423 1 0 0
## 1424 1 0 0
## 1425 1 0 0
## 1426 1 0 0
## 1427 1 0 0
## 1428 1 0 0
## 1429 1 0 0
## 1430 1 0 0
## 1431 1 0 0
## 1432 1 0 0
## 1433 1 0 0
## 1434 1 0 0
## 1435 1 0 0
## 1436 1 0 0
## 1437 1 0 0
## 1438 1 0 0
## 1439 1 0 0
## 1440 1 0 0
## 1441 1 0 0
## 1442 1 0 0
## 1443 1 0 0
## 1444 1 0 0
## 1445 1 0 0
## 1446 1 0 0
## 1447 1 0 0
## 1448 1 0 0
## 1449 1 0 0
## 1450 1 0 0
## 1451 1 0 0
## 1452 1 0 0
## 1453 1 0 0
## 1454 1 0 0
## 1455 1 0 0
## 1456 1 0 0
## 1457 1 0 0
## 1458 1 0 0
## 1459 1 0 0
## 1460 1 0 0
## 1461 1 0 0
## 1462 1 0 0
## 1463 1 0 0
## 1464 1 0 0
## 1465 1 0 0
## 1466 1 0 0
## 1467 1 0 0
## 1468 1 0 0
## 1469 1 0 0
## 1470 1 0 0
## 1471 1 0 0
## 1472 1 0 0
## 1473 1 0 0
## 1474 1 0 0
## 1475 1 0 0
## 1476 1 0 0
## 1477 1 0 0
## 1478 1 0 0
## 1479 1 0 0
## 1480 1 0 0
## 1481 1 0 0
## 1482 1 0 0
## 1483 1 0 0
## 1484 1 0 0
## 1485 1 0 0
## 1486 1 0 0
## 1487 1 0 0
## 1488 1 0 0
## 1489 1 0 0
## 1490 1 0 0
## 1491 1 0 0
## 1492 1 0 0
## 1493 1 0 0
## 1494 1 0 0
## 1495 1 0 0
## 1496 1 0 0
## 1497 1 0 0
## 1498 1 0 0
## 1499 1 0 0
## 1500 1 0 0
## 1501 1 0 0
## 1502 1 0 0
## 1503 1 0 0
## 1504 1 0 0
## 1505 1 0 0
## 1506 1 0 0
## 1507 1 0 0
## 1508 1 0 0
## 1509 1 0 0
## 1510 1 0 0
## 1511 1 0 0
## 1512 1 0 0
## 1513 1 0 0
## 1514 1 0 0
## 1515 1 0 0
## 1516 1 0 0
## 1517 1 0 0
## 1518 1 0 0
## 1519 1 0 0
## 1520 1 0 0
## 1521 1 0 0
## 1522 1 0 0
## 1523 1 0 0
## 1524 1 0 0
## 1525 1 0 0
## 1526 1 0 0
## 1527 1 0 0
## 1528 1 0 0
## 1529 1 0 0
## 1530 1 0 0
## 1531 0 0 0
## 1532 1 0 0
## 1533 1 0 0
## 1534 1 0 0
## 1535 1 0 0
## 1536 1 0 0
## 1537 1 0 0
## 1538 1 0 0
## 1539 1 0 0
## 1540 0 0 0
## 1541 1 0 0
## 1542 1 0 0
## 1543 1 0 0
## 1544 1 0 0
## 1545 1 0 0
## 1546 1 0 0
## 1547 1 0 0
## 1548 1 0 0
## 1549 1 0 0
## 1550 1 0 0
## 1551 1 0 0
## 1552 1 0 0
## 1553 1 0 0
## 1554 1 0 0
## 1555 1 0 0
## 1556 1 0 0
## 1557 1 0 0
## 1558 1 0 0
## 1559 1 0 0
## 1560 1 0 0
## 1561 1 0 0
## 1562 1 0 0
## 1563 1 0 0
## 1564 1 0 0
## 1565 1 0 0
## 1566 1 0 0
## 1567 1 0 0
## 1568 1 0 0
## 1569 1 0 0
## 1570 1 0 0
## 1571 1 0 0
## 1572 1 0 0
## 1573 1 0 0
## 1574 1 0 0
## 1575 1 0 0
## 1576 1 0 0
## 1577 1 0 0
## 1578 1 0 0
## 1579 1 0 0
## 1580 1 0 0
## 1581 1 0 0
## 1582 1 0 0
## 1583 1 0 0
## 1584 1 0 0
## 1585 1 0 0
## 1586 1 0 0
## 1587 1 0 0
## 1588 1 0 0
## 1589 1 0 0
## 1590 1 0 0
## 1591 1 0 0
## 1592 1 0 0
## 1593 1 0 0
## 1594 1 0 0
## 1595 1 0 0
## 1596 1 0 0
## 1597 1 0 0
## 1598 1 0 0
## 1599 1 0 0
## 1600 1 0 0
## 1601 1 0 0
## 1602 1 0 0
## 1603 1 0 0
## 1604 1 0 0
## 1605 1 0 0
## 1606 1 0 0
## 1607 1 0 0
## 1608 1 0 0
## 1609 1 0 0
## 1610 1 0 0
## 1611 1 0 0
## 1612 1 0 0
## 1613 1 0 0
## 1614 1 0 0
## 1615 1 0 0
## 1616 1 0 0
## 1617 1 0 0
## 1618 1 0 0
## 1619 1 0 0
## 1620 1 0 0
## 1621 1 0 0
## 1622 1 0 0
## 1623 1 0 0
## 1624 1 0 0
## 1625 1 0 0
## 1626 1 0 0
## 1627 1 0 0
## 1628 1 0 0
## 1629 1 0 0
## 1630 1 0 0
## 1631 1 0 0
## 1632 1 0 0
## 1633 1 0 0
## 1634 1 0 0
## 1635 0 0 0
## 1636 1 0 0
## 1637 1 0 0
## 1638 1 0 0
## 1639 1 0 0
## 1640 1 0 0
## 1641 1 0 0
## 1642 1 0 0
## 1643 1 0 0
## 1644 1 0 0
## 1645 1 0 0
## 1646 1 0 0
## 1647 1 0 0
## 1648 1 0 0
## 1649 1 0 0
## 1650 1 0 0
## 1651 1 0 0
## 1652 1 0 0
## 1653 1 0 0
## 1654 1 0 0
## 1655 1 0 0
## 1656 1 0 0
## 1657 1 0 0
## 1658 1 0 0
## 1659 1 0 0
## 1660 1 0 0
## 1661 1 0 0
## 1662 1 0 0
## 1663 1 0 0
## 1664 1 0 0
## 1665 1 0 0
## 1666 1 0 0
## 1667 1 0 0
## 1668 1 0 0
## 1669 1 0 0
## 1670 1 0 0
## 1671 1 0 0
## 1672 1 0 0
## 1673 1 0 0
## 1674 1 0 0
## 1675 1 0 0
## 1676 1 0 0
## 1677 1 0 0
## 1678 1 0 0
## 1679 1 0 0
## 1680 1 0 0
## 1681 1 0 0
## 1682 1 0 0
## 1683 1 0 0
## 1684 1 0 0
## 1685 1 0 0
## 1686 1 0 0
## 1687 1 0 0
## 1688 1 0 0
## 1689 1 0 0
## 1690 1 0 0
## 1691 1 0 0
## 1692 1 0 0
## 1693 1 0 0
## 1694 1 0 0
## 1695 1 0 0
## 1696 1 0 0
## 1697 1 0 0
## 1698 1 0 0
## 1699 1 0 0
## 1700 1 0 0
## 1701 1 0 0
## 1702 1 0 0
## 1703 1 0 0
## 1704 1 0 0
## 1705 1 0 0
## 1706 1 0 0
## 1707 1 0 0
## 1708 1 0 0
## 1709 1 0 0
## 1710 1 0 0
## 1711 1 0 0
## 1712 1 0 0
## 1713 1 0 0
## 1714 1 0 0
## 1715 1 0 0
## 1716 1 0 0
## 1717 1 0 0
## 1718 1 0 0
## 1719 1 0 0
## 1720 1 0 0
## 1721 1 0 0
## 1722 1 0 0
## 1723 1 0 0
## 1724 1 0 0
## 1725 1 0 0
## 1726 1 0 0
## 1727 1 0 0
## 1728 1 0 0
## 1729 1 0 0
## 1730 1 0 0
## 1731 1 0 0
## 1732 1 0 0
## 1733 1 0 0
## 1734 1 0 0
## 1735 1 0 0
## 1736 1 0 0
## 1737 1 0 0
## 1738 1 0 0
## 1739 1 0 0
## 1740 1 0 0
## 1741 1 0 0
## 1742 1 0 0
## 1743 1 0 0
## 1744 1 0 0
## 1745 1 0 0
## 1746 1 0 0
## 1747 1 0 0
## 1748 1 0 0
## 1749 1 0 0
## 1750 0 0 0
## 1751 0 0 0
## 1752 1 0 0
## 1753 1 0 0
## 1754 1 0 0
## 1755 1 0 0
## 1756 0 0 0
## 1757 1 0 0
## 1758 1 0 0
## 1759 0 0 0
## 1760 0 0 0
## 1761 1 0 0
## 1762 1 0 0
## 1763 0 0 0
## 1764 1 0 0
## 1765 1 0 0
## 1766 1 0 0
## 1767 1 0 0
## 1768 0 0 0
## 1769 1 0 0
## 1770 0 0 0
## 1771 0 0 0
## 1772 1 0 0
## 1773 1 0 0
## 1774 1 0 0
## 1775 1 0 0
## 1776 1 0 0
## 1777 1 0 0
## 1778 1 0 0
## 1779 1 0 0
## 1780 1 0 0
## 1781 1 0 0
## 1782 1 0 0
## 1783 1 0 0
## 1784 1 0 0
## 1785 1 0 0
## 1786 1 0 0
## 1787 1 0 0
## 1788 1 0 0
## 1789 1 0 0
## 1790 1 0 0
## 1791 1 0 0
## 1792 1 0 0
## 1793 1 0 0
## 1794 1 0 0
## 1795 1 0 0
## 1796 1 0 0
## 1797 1 0 0
## 1798 1 0 0
## 1799 1 0 0
## 1800 1 0 0
## 1801 1 0 0
## 1802 1 0 0
## 1803 1 0 0
## 1804 1 0 0
## 1805 1 0 0
## 1806 1 0 0
## 1807 1 0 0
## 1808 1 0 0
## 1809 1 0 0
## 1810 1 0 0
## 1811 1 0 0
## 1812 1 0 0
## 1813 1 0 0
## 1814 1 0 0
## 1815 1 0 0
## 1816 1 0 0
## 1817 1 0 0
## 1818 1 0 0
## 1819 1 0 0
## 1820 1 0 0
## 1821 1 0 0
## 1822 1 0 0
## 1823 1 0 0
## 1824 1 0 0
## 1825 1 0 0
## 1826 1 0 0
## 1827 1 0 0
## 1828 1 0 0
## 1829 1 0 0
## 1830 1 0 0
## 1831 1 0 0
## 1832 1 0 0
## 1833 1 0 0
## 1834 1 0 0
## 1835 1 0 0
## 1836 1 0 0
## 1837 1 0 0
## 1838 1 0 0
## 1839 1 0 0
## 1840 1 0 0
## 1841 1 0 0
## 1842 1 0 0
## 1843 1 0 0
## 1844 1 0 0
## 1845 1 0 0
## 1846 1 0 0
## 1847 1 0 0
## 1848 1 0 0
## 1849 1 0 0
## 1850 1 0 0
## 1851 1 0 0
## 1852 1 0 0
## 1853 1 0 0
## 1854 1 0 0
## 1855 1 0 0
## 1856 1 0 0
## 1857 1 0 0
## 1858 1 0 0
## 1859 1 0 0
## 1860 1 0 0
## 1861 1 0 0
## 1862 1 0 0
## 1863 1 0 0
## 1864 1 0 0
## 1865 1 0 0
## 1866 1 0 0
## 1867 1 0 0
## 1868 1 0 0
## 1869 1 0 0
## 1870 1 0 0
## 1871 1 0 0
## 1872 1 0 0
## 1873 1 0 0
## 1874 1 0 0
## 1875 1 0 0
## 1876 1 0 0
## 1877 1 0 0
## 1878 1 0 0
## 1879 0 0 0
## 1880 0 0 0
## 1881 1 0 0
## 1882 1 0 0
## 1883 1 0 0
## 1884 1 0 0
## 1885 1 0 0
## 1886 1 0 0
## 1887 1 0 0
## 1888 1 0 0
## 1889 1 0 0
## 1890 1 0 0
## 1891 1 0 0
## 1892 0 0 0
## 1893 0 0 0
## 1894 1 0 0
## 1895 0 0 0
## 1896 1 0 0
## 1897 1 0 0
## 1898 1 0 0
## 1899 0 0 0
## 1900 0 0 0
## 1901 0 0 0
## 1902 0 0 0
## 1903 1 0 0
## 1904 1 0 0
## 1905 1 0 0
## 1906 1 0 0
## 1907 1 0 0
## 1908 1 0 0
## 1909 1 0 0
## 1910 1 0 0
## 1911 1 0 0
## 1912 1 0 0
## 1913 1 0 0
## 1914 1 0 0
## 1915 1 0 0
## 1916 1 0 0
## 1917 1 0 0
## 1918 1 0 0
## 1919 1 0 0
## 1920 1 0 0
## 1921 1 0 0
## 1922 1 0 0
## 1923 1 0 0
## 1924 1 0 0
## 1925 1 0 0
## 1926 1 0 0
## 1927 1 0 0
## 1928 1 0 0
## 1929 1 0 0
## 1930 1 0 0
## 1931 1 0 0
## 1932 1 0 0
## 1933 1 0 0
## 1934 1 0 0
## 1935 1 0 0
## 1936 1 0 0
## 1937 1 0 0
## 1938 1 0 0
## 1939 1 0 0
## 1940 1 0 0
## 1941 1 0 0
## 1942 1 0 0
## 1943 1 0 0
## 1944 1 0 0
## 1945 1 0 0
## 1946 1 0 0
## 1947 1 0 0
## 1948 1 0 0
## 1949 1 0 0
## 1950 1 0 0
## 1951 1 0 0
## 1952 1 0 0
## 1953 1 0 0
## 1954 0 0 0
## 1955 0 0 0
## 1956 1 0 0
## 1957 1 0 0
## 1958 1 0 0
## 1959 1 0 0
## 1960 1 0 0
## 1961 1 0 0
## 1962 1 0 0
## 1963 1 0 0
## 1964 1 0 0
## 1965 1 0 0
## 1966 1 0 0
## 1967 1 0 0
## 1968 1 0 0
## 1969 1 0 0
## 1970 0 0 0
## 1971 1 0 0
## 1972 1 0 0
## 1973 1 0 0
## 1974 1 0 0
## 1975 1 0 0
## 1976 1 0 0
## 1977 0 0 0
## 1978 1 0 0
## 1979 0 0 1
## 1980 0 0 0
## 1981 1 0 0
## 1982 1 0 0
## 1983 1 0 0
## 1984 1 0 0
## 1985 1 0 0
## 1986 1 0 0
## 1987 1 0 0
## 1988 1 0 0
## 1989 1 0 0
## 1990 1 0 0
## 1991 1 0 0
## 1992 1 0 0
## 1993 1 0 0
## 1994 1 0 0
## 1995 1 0 0
## 1996 1 0 0
## 1997 1 0 0
## 1998 1 0 0
## 1999 1 0 0
## 2000 1 0 0
## 2001 1 0 0
## 2002 1 0 0
## 2003 1 0 0
## 2004 1 0 0
## 2005 1 0 0
## 2006 1 0 0
## 2007 1 0 0
## 2008 1 0 0
## 2009 1 0 0
## 2010 1 0 0
## 2011 1 0 0
## 2012 1 0 0
## 2013 1 0 0
## 2014 1 0 0
## 2015 1 0 0
## 2016 1 0 0
## 2017 1 0 0
## 2018 1 0 0
## 2019 1 0 0
## 2020 1 0 0
## 2021 1 0 0
## 2022 1 0 0
## 2023 1 0 0
## 2024 1 0 0
## 2025 1 0 0
## 2026 1 0 0
## 2027 1 0 0
## 2028 1 0 0
## 2029 1 0 0
## 2030 0 0 0
## 2031 1 0 0
## 2032 0 0 0
## 2033 1 0 0
## 2034 1 0 0
## 2035 1 0 0
## 2036 1 0 0
## 2037 0 0 0
## 2038 1 0 0
## 2039 1 0 0
## 2040 0 0 0
## 2041 1 0 0
## 2042 0 0 0
## 2043 0 0 0
## 2044 1 0 0
## 2045 1 0 0
## 2046 1 0 0
## 2047 1 0 0
## 2048 1 0 0
## 2049 0 0 0
## 2050 1 0 0
## 2051 1 0 0
## 2052 1 0 0
## 2053 1 0 0
## 2054 1 0 0
## 2055 0 0 0
## 2056 1 0 0
## 2057 1 0 0
## 2058 1 0 0
## 2059 1 0 0
## 2060 0 0 0
## 2061 1 0 0
## 2062 1 0 0
## 2063 1 0 0
## 2064 0 0 0
## 2065 1 0 0
## 2066 1 0 0
## 2067 1 0 0
## 2068 0 0 0
## 2069 0 0 0
## 2070 1 0 0
## 2071 1 0 0
## 2072 1 0 0
## 2073 1 0 0
## 2074 1 0 0
## 2075 1 0 0
## 2076 1 0 0
## 2077 1 0 0
## 2078 1 0 0
## 2079 0 0 0
## 2080 1 0 0
## 2081 1 0 0
## 2082 1 0 0
## 2083 0 0 0
## 2084 1 0 0
## 2085 1 0 0
## 2086 1 0 0
## 2087 1 0 0
## 2088 1 0 0
## 2089 1 0 0
## 2090 1 0 0
## 2091 1 0 0
## 2092 1 0 0
## 2093 0 0 0
## 2094 1 0 0
## 2095 1 0 0
## 2096 0 0 0
## 2097 1 0 0
## 2098 1 0 0
## 2099 1 0 0
## 2100 1 0 0
## 2101 1 0 0
## 2102 1 0 0
## 2103 1 0 0
## 2104 1 0 0
## 2105 0 0 0
## 2106 1 0 0
## 2107 1 0 0
## 2108 0 0 0
## 2109 0 0 0
## 2110 1 0 0
## 2111 1 0 0
## 2112 1 0 0
## 2113 1 0 0
## 2114 1 0 0
## 2115 0 0 0
## 2116 1 0 0
## 2117 1 0 0
## 2118 1 0 0
## 2119 1 0 0
## 2120 1 0 0
## 2121 0 0 0
## 2122 1 0 0
## 2123 1 0 0
## 2124 1 0 0
## 2125 1 0 0
## 2126 1 0 0
## 2127 1 0 0
## 2128 1 0 0
## 2129 1 0 0
## 2130 1 0 0
## 2131 1 0 0
## 2132 0 0 0
## 2133 1 0 0
## 2134 1 0 0
## 2135 0 0 0
## 2136 0 0 0
## 2137 1 0 0
## 2138 1 0 0
## 2139 0 0 0
## 2140 1 0 0
## 2141 1 0 0
## 2142 0 0 0
## 2143 1 0 0
## 2144 0 0 0
## 2145 1 0 0
## 2146 0 0 0
## 2147 1 0 0
## 2148 1 0 0
## 2149 0 0 0
## 2150 0 0 0
## 2151 1 0 0
## 2152 1 0 0
## 2153 0 0 0
## 2154 1 0 0
## 2155 0 0 0
## 2156 1 0 0
## 2157 1 0 0
## 2158 1 0 0
## 2159 0 0 0
## 2160 1 0 0
## 2161 1 0 0
## 2162 0 0 0
## 2163 1 0 0
## 2164 1 0 0
## 2165 0 0 0
## 2166 0 0 0
## 2167 0 0 0
## 2168 1 0 0
## 2169 1 0 0
## 2170 1 0 0
## 2171 1 0 0
## 2172 1 0 0
## 2173 1 0 0
## 2174 1 0 0
## 2175 1 0 0
## 2176 1 0 0
## 2177 1 0 0
## 2178 1 0 0
## 2179 1 0 0
## 2180 1 0 0
## 2181 1 0 0
## 2182 1 0 0
## 2183 1 0 0
## 2184 1 0 0
## 2185 1 0 0
## 2186 1 0 0
## 2187 1 0 0
## 2188 1 0 0
## 2189 1 0 0
## 2190 1 0 0
## 2191 1 0 0
## 2192 1 0 0
## 2193 0 0 0
## 2194 1 0 0
## 2195 1 0 0
## 2196 1 0 0
## 2197 1 0 0
## 2198 1 0 0
## 2199 1 0 0
## 2200 1 0 0
## 2201 1 0 0
## 2202 1 0 0
## 2203 1 0 0
## 2204 1 0 0
## 2205 0 0 0
## 2206 1 0 0
## 2207 1 0 0
## 2208 1 0 0
## 2209 1 0 0
## 2210 1 0 0
## 2211 1 0 0
## 2212 1 0 0
## 2213 1 0 0
## 2214 1 0 0
## 2215 1 0 0
## 2216 1 0 0
## 2217 1 0 0
## 2218 1 0 0
## 2219 1 0 0
## 2220 1 0 0
## 2221 1 0 0
## 2222 1 0 0
## 2223 1 0 0
## 2224 1 0 0
## 2225 1 0 0
## 2226 1 0 0
## 2227 1 0 0
## 2228 1 0 0
## 2229 1 0 0
## 2230 1 0 0
## 2231 1 0 0
## 2232 1 0 0
## 2233 1 0 0
## 2234 1 0 0
## 2235 1 0 0
## 2236 1 0 0
## 2237 1 0 0
## 2238 1 0 0
## 2239 1 0 0
## 2240 1 0 0
## 2241 1 0 0
## 2242 1 0 0
## 2243 1 0 0
## 2244 1 0 0
## 2245 1 0 0
## 2246 0 0 0
## 2247 1 0 0
## 2248 0 0 0
## 2249 1 0 0
## 2250 1 0 0
## 2251 1 0 0
## 2252 1 0 0
## 2253 0 0 0
## 2254 1 0 0
## 2255 1 0 0
## 2256 1 0 0
## 2257 1 0 0
## 2258 1 0 0
## 2259 1 0 0
## 2260 1 0 0
## 2261 1 0 0
## 2262 1 0 0
## 2263 1 0 0
## 2264 1 0 0
## 2265 0 0 0
## 2266 0 0 0
## 2267 1 0 0
## 2268 0 0 0
## 2269 0 0 0
## 2270 0 0 0
## 2271 1 0 0
## 2272 1 0 0
## 2273 1 0 0
## 2274 1 0 0
## 2275 1 0 0
## 2276 1 0 0
## 2277 1 0 0
## 2278 1 0 0
## 2279 1 0 0
## 2280 1 0 0
## 2281 1 0 0
## 2282 1 0 0
## 2283 1 0 0
## 2284 1 0 0
## 2285 1 0 0
## 2286 1 0 0
## 2287 1 0 0
## 2288 0 0 0
## 2289 0 0 0
## 2290 1 0 0
## 2291 1 0 0
## 2292 1 0 0
## 2293 0 0 0
## 2294 0 0 0
## 2295 1 0 0
## 2296 1 0 0
## 2297 1 0 0
## 2298 1 0 0
## 2299 1 0 0
## 2300 1 0 0
## 2301 1 0 0
## 2302 1 0 0
## 2303 1 0 0
## 2304 1 0 0
## 2305 1 0 0
## 2306 1 0 0
## 2307 1 0 0
## 2308 1 0 0
## 2309 1 0 0
## 2310 1 0 0
## 2311 1 0 0
## 2312 1 0 0
## 2313 1 0 0
## 2314 1 0 0
## 2315 1 0 0
## 2316 1 0 0
## 2317 1 0 0
## 2318 1 0 0
## 2319 1 0 0
## 2320 1 0 0
## 2321 1 0 0
## 2322 1 0 0
## 2323 1 0 0
## 2324 1 0 0
## 2325 1 0 0
## 2326 1 0 0
## 2327 1 0 0
## 2328 1 0 0
## 2329 1 0 0
## 2330 1 0 0
## 2331 1 0 0
## 2332 1 0 0
## 2333 1 0 0
## 2334 1 0 0
## 2335 1 0 0
## 2336 1 0 0
## 2337 1 0 0
## 2338 1 0 0
## 2339 1 0 0
## 2340 1 0 0
## 2341 1 0 0
## 2342 1 0 0
## 2343 1 0 0
## 2344 1 0 0
## 2345 1 0 0
## 2346 1 0 0
## 2347 1 0 0
## 2348 1 0 0
## 2349 1 0 0
## 2350 1 0 0
## 2351 0 0 0
## 2352 1 0 0
## 2353 1 0 0
## 2354 1 0 0
## 2355 1 0 0
## 2356 1 0 0
## 2357 1 0 0
## 2358 1 0 0
## 2359 1 0 0
## 2360 1 0 0
## 2361 1 0 0
## 2362 1 0 0
## 2363 1 0 0
## 2364 1 0 0
## 2365 1 0 0
## 2366 1 0 0
## 2367 1 0 0
## 2368 1 0 0
## 2369 1 0 0
## 2370 1 0 0
## 2371 1 0 0
## 2372 1 0 0
## 2373 1 0 0
## 2374 1 0 0
## 2375 1 0 0
## 2376 1 0 0
## 2377 1 0 0
## 2378 1 0 0
## 2379 1 0 0
## 2380 1 0 0
## 2381 1 0 0
## 2382 1 0 0
## 2383 1 0 0
## 2384 1 0 0
## 2385 1 0 0
## 2386 1 0 0
## 2387 1 0 0
## 2388 1 0 0
## 2389 1 0 0
## 2390 1 0 0
## 2391 1 0 0
## 2392 1 0 0
## 2393 1 0 0
## 2394 1 0 0
## 2395 1 0 0
## 2396 1 0 0
## 2397 1 0 0
## 2398 1 0 0
## 2399 1 0 0
## 2400 1 0 0
## 2401 1 0 0
## 2402 1 0 0
## 2403 1 0 0
## 2404 1 0 0
## 2405 1 0 0
## 2406 1 0 0
## 2407 1 0 0
## 2408 1 0 0
## 2409 1 0 0
## 2410 1 0 0
## 2411 1 0 0
## 2412 1 0 0
## 2413 1 0 0
## 2414 1 0 0
## 2415 0 0 0
## 2416 1 0 0
## 2417 1 0 0
## 2418 0 0 0
## 2419 1 0 0
## 2420 1 0 0
## 2421 1 0 0
## 2422 1 0 0
## 2423 1 0 0
## 2424 1 0 0
## 2425 1 0 0
## 2426 1 0 0
## 2427 1 0 0
## 2428 1 0 0
## 2429 1 0 0
## 2430 1 0 0
## 2431 1 0 0
## 2432 1 0 0
## 2433 1 0 0
## 2434 1 0 0
## 2435 1 0 0
## 2436 1 0 0
## 2437 1 0 0
## 2438 1 0 0
## 2439 1 0 0
## 2440 1 0 0
## 2441 1 0 0
## 2442 1 0 0
## 2443 1 0 0
## 2444 1 0 0
## 2445 1 0 0
## 2446 1 0 0
## 2447 1 0 0
## 2448 1 0 0
## 2449 1 0 0
## 2450 1 0 0
## 2451 1 0 0
## 2452 1 0 0
## 2453 1 0 0
## 2454 1 0 0
## 2455 1 0 0
## 2456 1 0 0
## 2457 1 0 0
## 2458 1 0 0
## 2459 1 0 0
## 2460 1 0 0
## 2461 1 0 0
## 2462 1 0 0
## 2463 1 0 0
## 2464 1 0 0
## 2465 1 0 0
## 2466 1 0 0
## 2467 1 0 0
## 2468 1 0 0
## 2469 1 0 0
## 2470 1 0 0
## 2471 1 0 0
## 2472 1 0 0
## 2473 1 0 0
## 2474 1 0 0
## 2475 1 0 0
## 2476 1 0 0
## 2477 1 0 0
## 2478 1 0 0
## 2479 1 0 0
## 2480 1 0 0
## 2481 1 0 0
## 2482 1 0 0
## 2483 1 0 0
## 2484 1 0 0
## 2485 1 0 0
## 2486 1 0 0
## 2487 1 0 0
## 2488 1 0 0
## 2489 1 0 0
## 2490 1 0 0
## 2491 1 0 0
## 2492 1 0 0
## 2493 1 0 0
## 2494 1 0 0
## 2495 1 0 0
## 2496 1 0 0
## 2497 0 0 0
## 2498 1 0 0
## 2499 1 0 0
## 2500 1 0 0
## 2501 1 0 0
## 2502 1 0 0
## 2503 1 0 0
## 2504 1 0 0vcf_scaled <- vcf_noNA
vcf_scaled[, -c(1:6)] <- scale(vcf_noNA[,-c(1:6)])
vcf_pca <- prcomp(vcf_scaled[, -c(1:6)])write.csv(vcf_scaled, file = "vcf_scaled.csv")screeplot(vcf_pca)
PCA_variation <- function(pca_summary, PCs = 2) {
var_explained <- pca_summary$importance[2,1:PCs]*100
var_explained <- round(var_explained, 3)
return(var_explained)
}vcf_pca_summary <- summary(vcf_pca)var_out <- PCA_variation(vcf_pca_summary,
PCs = 0)
var_out## [1] 35.635N_columns <- ncol(vcf_scaled)
N_columns## [1] 9cut_off <- 1/N_columns*100
cut_off## [1] 11.11111i_cut_off <- which(var_out < cut_off)
i_cut_off## integer(0)i_cut_off <- min(i_cut_off)## Warning in min(i_cut_off): no non-missing arguments to min; returning Infi_cut_off## [1] Infmy_meta_N_meanNA_rowsPCs <- i_cut_off
my_meta_var_PC123 <- var_out[c(1,2,3)]
my_meta_var_PC123## [1] 35.635 NA NAmake barplot
barplot(var_out,
main = "Percent variation (%) Scree plot",
ylab = "Percent variation (%) explained",
names.arg = 1:length(var_out))
abline(h = cut_off, col = 2, lwd = 2)
abline(v = i_cut_off)
legend("topright",
col = c(2,1),
lty = c(1,1),
legend = c("Vertical line: cutoff",
"Horizontal line: 1st value below cut off"))
## Plot PCA results
vcf_pca_scores <- vegan::scores(vcf_pca)
vcf_pca_scores2 <- data.frame(super_pop = vcf_noNA$super_pop,vcf_pca_scores)
vcf_pca_scores2## super_pop PC1 PC2 PC3
## site1 EUR -0.2182033 0.023252252 -0.1925196
## site2 EUR -0.2182033 0.023252252 -0.1925196
## site3 EUR -0.2182033 0.023252252 -0.1925196
## site4 EUR -0.2182033 0.023252252 -0.1925196
## site5 EUR -0.2182033 0.023252252 -0.1925196
## site6 EUR -0.2182033 0.023252252 -0.1925196
## site7 EUR -0.2182033 0.023252252 -0.1925196
## site8 EUR -0.2182033 0.023252252 -0.1925196
## site9 EUR -0.2182033 0.023252252 -0.1925196
## site10 EUR -0.2182033 0.023252252 -0.1925196
## site11 EUR -0.2182033 0.023252252 -0.1925196
## site12 EUR -0.2182033 0.023252252 -0.1925196
## site13 EUR -0.2182033 0.023252252 -0.1925196
## site14 EUR -0.2182033 0.023252252 -0.1925196
## site15 EUR -0.2182033 0.023252252 -0.1925196
## site16 EUR -0.2182033 0.023252252 -0.1925196
## site17 EUR -0.2182033 0.023252252 -0.1925196
## site18 EUR -0.2182033 0.023252252 -0.1925196
## site19 EUR -0.2182033 0.023252252 -0.1925196
## site20 EUR -0.2182033 0.023252252 -0.1925196
## site21 EUR -0.2182033 0.023252252 -0.1925196
## site22 EUR -0.2182033 0.023252252 -0.1925196
## site23 EUR -0.2182033 0.023252252 -0.1925196
## site24 EUR -0.2182033 0.023252252 -0.1925196
## site25 EUR -0.2182033 0.023252252 -0.1925196
## site26 EUR -0.2182033 0.023252252 -0.1925196
## site27 EUR -0.2182033 0.023252252 -0.1925196
## site28 EUR -0.2182033 0.023252252 -0.1925196
## site29 EUR -0.2182033 0.023252252 -0.1925196
## site30 EUR -0.2182033 0.023252252 -0.1925196
## site31 EUR -0.2182033 0.023252252 -0.1925196
## site32 EUR -0.2182033 0.023252252 -0.1925196
## site33 EUR -0.2182033 0.023252252 -0.1925196
## site34 EUR -0.2182033 0.023252252 -0.1925196
## site35 EUR -0.2182033 0.023252252 -0.1925196
## site36 EUR -0.2182033 0.023252252 -0.1925196
## site37 EUR -0.2182033 0.023252252 -0.1925196
## site38 EUR -0.2182033 0.023252252 -0.1925196
## site39 EUR -0.2182033 0.023252252 -0.1925196
## site40 EUR -0.2182033 0.023252252 -0.1925196
## site41 EUR -0.2182033 0.023252252 -0.1925196
## site42 EUR -0.2182033 0.023252252 -0.1925196
## site43 EUR -0.2182033 0.023252252 -0.1925196
## site44 EUR -0.2182033 0.023252252 -0.1925196
## site45 EUR -0.2182033 0.023252252 -0.1925196
## site46 EUR -0.2182033 0.023252252 -0.1925196
## site47 EUR -0.2182033 0.023252252 -0.1925196
## site48 EUR -0.2182033 0.023252252 -0.1925196
## site49 EUR -0.2182033 0.023252252 -0.1925196
## site50 EUR -0.2182033 0.023252252 -0.1925196
## site51 EUR -0.2182033 0.023252252 -0.1925196
## site52 EUR -0.2182033 0.023252252 -0.1925196
## site53 EUR -0.2182033 0.023252252 -0.1925196
## site54 EUR -0.2182033 0.023252252 -0.1925196
## site55 EUR -0.2182033 0.023252252 -0.1925196
## site56 EUR -0.2182033 0.023252252 -0.1925196
## site57 EUR -0.2182033 0.023252252 -0.1925196
## site58 EUR -0.2182033 0.023252252 -0.1925196
## site59 EUR -0.2182033 0.023252252 -0.1925196
## site60 EUR -0.2182033 0.023252252 -0.1925196
## site61 EUR -0.2182033 0.023252252 -0.1925196
## site62 EUR -0.2182033 0.023252252 -0.1925196
## site63 EUR -0.2182033 0.023252252 -0.1925196
## site64 EUR -0.2182033 0.023252252 -0.1925196
## site65 EUR -0.2182033 0.023252252 -0.1925196
## site66 EUR -0.2182033 0.023252252 -0.1925196
## site67 EUR -0.2182033 0.023252252 -0.1925196
## site68 EUR -0.2182033 0.023252252 -0.1925196
## site69 EUR -0.2182033 0.023252252 -0.1925196
## site70 EUR -0.2182033 0.023252252 -0.1925196
## site71 EUR 2.4192869 0.001963573 2.4462508
## site72 EUR -0.2182033 0.023252252 -0.1925196
## site73 EUR -0.2182033 0.023252252 -0.1925196
## site74 EUR -0.2182033 0.023252252 -0.1925196
## site75 EUR -0.2182033 0.023252252 -0.1925196
## site76 EUR -0.2182033 0.023252252 -0.1925196
## site77 EUR -0.2182033 0.023252252 -0.1925196
## site78 EUR -0.2182033 0.023252252 -0.1925196
## site79 EUR -0.2182033 0.023252252 -0.1925196
## site80 EUR -0.2182033 0.023252252 -0.1925196
## site81 EUR -0.2182033 0.023252252 -0.1925196
## site82 EUR -0.2182033 0.023252252 -0.1925196
## site83 EUR -0.2182033 0.023252252 -0.1925196
## site84 EUR -0.2182033 0.023252252 -0.1925196
## site85 EUR -0.2182033 0.023252252 -0.1925196
## site86 EUR -0.2182033 0.023252252 -0.1925196
## site87 EUR -0.2182033 0.023252252 -0.1925196
## site88 EUR -0.2182033 0.023252252 -0.1925196
## site89 EUR -0.2182033 0.023252252 -0.1925196
## site90 EUR -0.2182033 0.023252252 -0.1925196
## site91 EUR -0.2182033 0.023252252 -0.1925196
## site92 EUR -0.2182033 0.023252252 -0.1925196
## site93 EUR -0.2182033 0.023252252 -0.1925196
## site94 EUR -0.2182033 0.023252252 -0.1925196
## site95 EUR -0.2182033 0.023252252 -0.1925196
## site96 EUR -0.2182033 0.023252252 -0.1925196
## site97 EUR -0.2182033 0.023252252 -0.1925196
## site98 EUR -0.2182033 0.023252252 -0.1925196
## site99 EUR -0.2182033 0.023252252 -0.1925196
## site100 EUR -0.2182033 0.023252252 -0.1925196
## site101 EUR -0.2182033 0.023252252 -0.1925196
## site102 EUR -0.2182033 0.023252252 -0.1925196
## site103 EUR -0.2182033 0.023252252 -0.1925196
## site104 EUR -0.2182033 0.023252252 -0.1925196
## site105 EUR -0.2182033 0.023252252 -0.1925196
## site106 EUR -0.2182033 0.023252252 -0.1925196
## site107 EUR -0.2182033 0.023252252 -0.1925196
## site108 EUR -0.2182033 0.023252252 -0.1925196
## site109 EUR -0.2182033 0.023252252 -0.1925196
## site110 EUR -0.2182033 0.023252252 -0.1925196
## site111 EUR -0.2182033 0.023252252 -0.1925196
## site112 EUR -0.2182033 0.023252252 -0.1925196
## site113 EUR -0.2182033 0.023252252 -0.1925196
## site114 EUR -0.2182033 0.023252252 -0.1925196
## site115 EUR -0.2182033 0.023252252 -0.1925196
## site116 EUR -0.2182033 0.023252252 -0.1925196
## site117 EUR -0.2182033 0.023252252 -0.1925196
## site118 EUR -0.2182033 0.023252252 -0.1925196
## site119 EUR -0.2182033 0.023252252 -0.1925196
## site120 EUR -0.2182033 0.023252252 -0.1925196
## site121 EUR -0.2182033 0.023252252 -0.1925196
## site122 EUR -0.2182033 0.023252252 -0.1925196
## site123 EUR -0.2182033 0.023252252 -0.1925196
## site124 EUR -0.2182033 0.023252252 -0.1925196
## site125 EUR -0.2182033 0.023252252 -0.1925196
## site126 EUR -0.2182033 0.023252252 -0.1925196
## site127 EUR -0.2182033 0.023252252 -0.1925196
## site128 EUR -0.2182033 0.023252252 -0.1925196
## site129 EUR -0.2182033 0.023252252 -0.1925196
## site130 EUR -0.2182033 0.023252252 -0.1925196
## site131 EUR -0.2182033 0.023252252 -0.1925196
## site132 EUR -0.2182033 0.023252252 -0.1925196
## site133 EUR -0.2182033 0.023252252 -0.1925196
## site134 EUR -0.2182033 0.023252252 -0.1925196
## site135 EUR -0.2182033 0.023252252 -0.1925196
## site136 EUR -0.2182033 0.023252252 -0.1925196
## site137 EUR -0.2182033 0.023252252 -0.1925196
## site138 EUR -0.2182033 0.023252252 -0.1925196
## site139 EUR -0.2182033 0.023252252 -0.1925196
## site140 EUR -0.2182033 0.023252252 -0.1925196
## site141 EUR -0.2182033 0.023252252 -0.1925196
## site142 EUR -0.2182033 0.023252252 -0.1925196
## site143 EUR -0.2182033 0.023252252 -0.1925196
## site144 EUR -0.2182033 0.023252252 -0.1925196
## site145 EUR -0.2182033 0.023252252 -0.1925196
## site146 EUR -0.2182033 0.023252252 -0.1925196
## site147 EUR 2.4192869 0.001963573 2.4462508
## site148 EUR -0.2182033 0.023252252 -0.1925196
## site149 EUR -0.2182033 0.023252252 -0.1925196
## site150 EUR -0.2182033 0.023252252 -0.1925196
## site151 EUR -0.2182033 0.023252252 -0.1925196
## site152 EUR -0.2182033 0.023252252 -0.1925196
## site153 EUR -0.2182033 0.023252252 -0.1925196
## site154 EUR -0.2182033 0.023252252 -0.1925196
## site155 EUR -0.2182033 0.023252252 -0.1925196
## site156 EUR -0.2182033 0.023252252 -0.1925196
## site157 EUR -0.2182033 0.023252252 -0.1925196
## site158 EUR -0.2182033 0.023252252 -0.1925196
## site159 EUR -0.2182033 0.023252252 -0.1925196
## site160 EUR -0.2182033 0.023252252 -0.1925196
## site161 EUR -0.2182033 0.023252252 -0.1925196
## site162 EUR -0.2182033 0.023252252 -0.1925196
## site163 EUR -0.2182033 0.023252252 -0.1925196
## site164 EUR -0.2182033 0.023252252 -0.1925196
## site165 EUR -0.2182033 0.023252252 -0.1925196
## site166 EUR -0.2182033 0.023252252 -0.1925196
## site167 EUR -0.2182033 0.023252252 -0.1925196
## site168 EUR -0.2182033 0.023252252 -0.1925196
## site169 EUR -0.2182033 0.023252252 -0.1925196
## site170 EUR -0.2182033 0.023252252 -0.1925196
## site171 EUR -0.2182033 0.023252252 -0.1925196
## site172 EUR -0.2182033 0.023252252 -0.1925196
## site173 EUR 2.4192869 0.001963573 2.4462508
## site174 EUR -0.2182033 0.023252252 -0.1925196
## site175 EUR -0.2182033 0.023252252 -0.1925196
## site176 EUR -0.2182033 0.023252252 -0.1925196
## site177 EUR -0.2182033 0.023252252 -0.1925196
## site178 EUR -0.2182033 0.023252252 -0.1925196
## site179 EUR 2.4192869 0.001963573 2.4462508
## site180 EUR -0.2182033 0.023252252 -0.1925196
## site181 EUR -0.2182033 0.023252252 -0.1925196
## site182 EUR -0.2182033 0.023252252 -0.1925196
## site183 EUR -0.2182033 0.023252252 -0.1925196
## site184 EUR -0.2182033 0.023252252 -0.1925196
## site185 EUR -0.2182033 0.023252252 -0.1925196
## site186 EAS -0.2182033 0.023252252 -0.1925196
## site187 EAS -0.2182033 0.023252252 -0.1925196
## site188 EAS -0.2182033 0.023252252 -0.1925196
## site189 EAS -0.2182033 0.023252252 -0.1925196
## site190 EAS -0.2182033 0.023252252 -0.1925196
## site191 EAS -0.2182033 0.023252252 -0.1925196
## site192 EAS -0.2182033 0.023252252 -0.1925196
## site193 EAS -0.2182033 0.023252252 -0.1925196
## site194 EAS -0.2182033 0.023252252 -0.1925196
## site195 EAS -0.2182033 0.023252252 -0.1925196
## site196 EAS -0.2182033 0.023252252 -0.1925196
## site197 EAS -0.2182033 0.023252252 -0.1925196
## site198 EAS -0.2182033 0.023252252 -0.1925196
## site199 EAS -0.2182033 0.023252252 -0.1925196
## site200 EAS -0.2182033 0.023252252 -0.1925196
## site201 EAS -0.2182033 0.023252252 -0.1925196
## site202 EAS -0.2182033 0.023252252 -0.1925196
## site203 EAS -0.2182033 0.023252252 -0.1925196
## site204 EAS -0.2182033 0.023252252 -0.1925196
## site205 EAS -0.2182033 0.023252252 -0.1925196
## site206 EAS -0.2182033 0.023252252 -0.1925196
## site207 EAS -0.2182033 0.023252252 -0.1925196
## site208 EAS -0.2182033 0.023252252 -0.1925196
## site209 EAS -0.2182033 0.023252252 -0.1925196
## site210 EAS -0.2182033 0.023252252 -0.1925196
## site211 EAS -0.2182033 0.023252252 -0.1925196
## site212 EAS -0.2182033 0.023252252 -0.1925196
## site213 EAS -0.2182033 0.023252252 -0.1925196
## site214 EAS -0.2182033 0.023252252 -0.1925196
## site215 EAS -0.2182033 0.023252252 -0.1925196
## site216 EAS -0.2182033 0.023252252 -0.1925196
## site217 EAS -0.2182033 0.023252252 -0.1925196
## site218 EAS -0.2182033 0.023252252 -0.1925196
## site219 EAS -0.2182033 0.023252252 -0.1925196
## site220 EAS -0.2182033 0.023252252 -0.1925196
## site221 EAS -0.2182033 0.023252252 -0.1925196
## site222 EAS -0.2182033 0.023252252 -0.1925196
## site223 EAS -0.2182033 0.023252252 -0.1925196
## site224 EAS -0.2182033 0.023252252 -0.1925196
## site225 EAS -0.2182033 0.023252252 -0.1925196
## site226 EAS -0.2182033 0.023252252 -0.1925196
## site227 EAS -0.2182033 0.023252252 -0.1925196
## site228 AMR -0.2182033 0.023252252 -0.1925196
## site229 AMR -0.2182033 0.023252252 -0.1925196
## site230 AMR 2.4192869 0.001963573 2.4462508
## site231 EAS -0.2182033 0.023252252 -0.1925196
## site232 EAS -0.2182033 0.023252252 -0.1925196
## site233 EAS -0.2182033 0.023252252 -0.1925196
## site234 EAS -0.2182033 0.023252252 -0.1925196
## site235 EAS -0.2182033 0.023252252 -0.1925196
## site236 EAS -0.2182033 0.023252252 -0.1925196
## site237 EAS -0.2182033 0.023252252 -0.1925196
## site238 EAS -0.2182033 0.023252252 -0.1925196
## site239 EAS -0.2182033 0.023252252 -0.1925196
## site240 EAS -0.2182033 0.023252252 -0.1925196
## site241 EAS -0.2182033 0.023252252 -0.1925196
## site242 EAS -0.2182033 0.023252252 -0.1925196
## site243 EAS -0.2182033 0.023252252 -0.1925196
## site244 EAS -0.2182033 0.023252252 -0.1925196
## site245 EAS -0.2182033 0.023252252 -0.1925196
## site246 EAS -0.2182033 0.023252252 -0.1925196
## site247 EAS -0.2182033 0.023252252 -0.1925196
## site248 EAS -0.2182033 0.023252252 -0.1925196
## site249 EAS -0.2182033 0.023252252 -0.1925196
## site250 EAS -0.2182033 0.023252252 -0.1925196
## site251 EAS -0.2182033 0.023252252 -0.1925196
## site252 EAS -0.2182033 0.023252252 -0.1925196
## site253 EAS -0.2182033 0.023252252 -0.1925196
## site254 EAS -0.2182033 0.023252252 -0.1925196
## site255 EAS -0.2182033 0.023252252 -0.1925196
## site256 EAS -0.2182033 0.023252252 -0.1925196
## site257 EAS -0.2182033 0.023252252 -0.1925196
## site258 EAS -0.2182033 0.023252252 -0.1925196
## site259 EAS -0.2182033 0.023252252 -0.1925196
## site260 EAS -0.2182033 0.023252252 -0.1925196
## site261 EAS -0.2182033 0.023252252 -0.1925196
## site262 EAS -0.2182033 0.023252252 -0.1925196
## site263 EAS -0.2182033 0.023252252 -0.1925196
## site264 EAS -0.2182033 0.023252252 -0.1925196
## site265 EAS -0.2182033 0.023252252 -0.1925196
## site266 AMR -0.2182033 0.023252252 -0.1925196
## site267 AMR -0.2182033 0.023252252 -0.1925196
## site268 AMR -0.2182033 0.023252252 -0.1925196
## site269 AMR -0.2182033 0.023252252 -0.1925196
## site270 EAS -0.2182033 0.023252252 -0.1925196
## site271 EAS -0.2182033 0.023252252 -0.1925196
## site272 EAS -0.2182033 0.023252252 -0.1925196
## site273 EAS -0.2182033 0.023252252 -0.1925196
## site274 EAS -0.2182033 0.023252252 -0.1925196
## site275 EAS -0.2182033 0.023252252 -0.1925196
## site276 EAS -0.2182033 0.023252252 -0.1925196
## site277 EAS -0.2182033 0.023252252 -0.1925196
## site278 EAS -0.2182033 0.023252252 -0.1925196
## site279 EAS -0.2182033 0.023252252 -0.1925196
## site280 EAS -0.2182033 0.023252252 -0.1925196
## site281 EAS -0.2182033 0.023252252 -0.1925196
## site282 EAS -0.2182033 0.023252252 -0.1925196
## site283 EAS -0.2182033 0.023252252 -0.1925196
## site284 EAS -0.2182033 0.023252252 -0.1925196
## site285 EAS -0.2182033 0.023252252 -0.1925196
## site286 EAS -0.2182033 0.023252252 -0.1925196
## site287 EAS -0.2182033 0.023252252 -0.1925196
## site288 EAS -0.2182033 0.023252252 -0.1925196
## site289 EAS -0.2182033 0.023252252 -0.1925196
## site290 EAS -0.2182033 0.023252252 -0.1925196
## site291 EAS -0.2182033 0.023252252 -0.1925196
## site292 EAS -0.2182033 0.023252252 -0.1925196
## site293 EAS -0.2182033 0.023252252 -0.1925196
## site294 EAS -0.2182033 0.023252252 -0.1925196
## site295 EAS -0.2182033 0.023252252 -0.1925196
## site296 EAS -0.2182033 0.023252252 -0.1925196
## site297 EAS -0.2182033 0.023252252 -0.1925196
## site298 AMR -0.2182033 0.023252252 -0.1925196
## site299 AMR -0.2182033 0.023252252 -0.1925196
## site300 AMR -0.2182033 0.023252252 -0.1925196
## site301 AMR -0.2182033 0.023252252 -0.1925196
## site302 AMR -0.2182033 0.023252252 -0.1925196
## site303 AMR -0.2182033 0.023252252 -0.1925196
## site304 AMR -0.2182033 0.023252252 -0.1925196
## site305 AMR -0.2182033 0.023252252 -0.1925196
## site306 AMR -0.2182033 0.023252252 -0.1925196
## site307 EAS -0.2182033 0.023252252 -0.1925196
## site308 EAS -0.2182033 0.023252252 -0.1925196
## site309 EAS -0.2182033 0.023252252 -0.1925196
## site310 EAS -0.2182033 0.023252252 -0.1925196
## site311 EAS -0.2182033 0.023252252 -0.1925196
## site312 EAS -0.2182033 0.023252252 -0.1925196
## site313 EAS -0.2182033 0.023252252 -0.1925196
## site314 EAS -0.2182033 0.023252252 -0.1925196
## site315 EAS -0.2182033 0.023252252 -0.1925196
## site316 EAS -0.2182033 0.023252252 -0.1925196
## site317 EAS -0.2182033 0.023252252 -0.1925196
## site318 EAS -0.2182033 0.023252252 -0.1925196
## site319 EAS -0.2182033 0.023252252 -0.1925196
## site320 EAS -0.2182033 0.023252252 -0.1925196
## site321 EAS -0.2182033 0.023252252 -0.1925196
## site322 AMR -0.2182033 0.023252252 -0.1925196
## site323 AMR -0.2182033 0.023252252 -0.1925196
## site324 AMR -0.2182033 0.023252252 -0.1925196
## site325 AMR -0.2182033 0.023252252 -0.1925196
## site326 AMR -0.2182033 0.023252252 -0.1925196
## site327 AMR -0.2182033 0.023252252 -0.1925196
## site328 AMR -0.2182033 0.023252252 -0.1925196
## site329 AMR -0.2182033 0.023252252 -0.1925196
## site330 AMR -0.2182033 0.023252252 -0.1925196
## site331 AMR -0.2182033 0.023252252 -0.1925196
## site332 AMR -0.2182033 0.023252252 -0.1925196
## site333 AMR -0.2182033 0.023252252 -0.1925196
## site334 AMR -0.2182033 0.023252252 -0.1925196
## site335 AMR -0.2182033 0.023252252 -0.1925196
## site336 AMR -0.2182033 0.023252252 -0.1925196
## site337 AMR -0.2182033 0.023252252 -0.1925196
## site338 AMR -0.2182033 0.023252252 -0.1925196
## site339 AMR -0.2182033 0.023252252 -0.1925196
## site340 AMR -0.2182033 0.023252252 -0.1925196
## site341 AMR -0.2182033 0.023252252 -0.1925196
## site342 AMR -0.2182033 0.023252252 -0.1925196
## site343 AMR -0.2182033 0.023252252 -0.1925196
## site344 AMR -0.2182033 0.023252252 -0.1925196
## site345 AMR -0.2182033 0.023252252 -0.1925196
## site346 AMR -0.2182033 0.023252252 -0.1925196
## site347 AMR -0.2182033 0.023252252 -0.1925196
## site348 AMR -0.2182033 0.023252252 -0.1925196
## site349 AMR -0.2182033 0.023252252 -0.1925196
## site350 AMR -0.2182033 0.023252252 -0.1925196
## site351 AMR -0.2182033 0.023252252 -0.1925196
## site352 AMR -0.2182033 0.023252252 -0.1925196
## site353 AMR -0.2182033 0.023252252 -0.1925196
## site354 AMR -0.2182033 0.023252252 -0.1925196
## site355 AMR -0.2182033 0.023252252 -0.1925196
## site356 AMR -0.2182033 0.023252252 -0.1925196
## site357 AMR -0.2182033 0.023252252 -0.1925196
## site358 AMR -0.2182033 0.023252252 -0.1925196
## site359 AMR -0.2182033 0.023252252 -0.1925196
## site360 AMR 2.4192869 0.001963573 2.4462508
## site361 AMR -0.2182033 0.023252252 -0.1925196
## site362 AMR -0.2182033 0.023252252 -0.1925196
## site363 AMR -0.2182033 0.023252252 -0.1925196
## site364 AMR -0.2182033 0.023252252 -0.1925196
## site365 AMR -0.2182033 0.023252252 -0.1925196
## site366 AMR -0.2182033 0.023252252 -0.1925196
## site367 AMR -0.2182033 0.023252252 -0.1925196
## site368 AMR -0.2182033 0.023252252 -0.1925196
## site369 AMR -0.2182033 0.023252252 -0.1925196
## site370 AMR -0.2182033 0.023252252 -0.1925196
## site371 AMR -0.2182033 0.023252252 -0.1925196
## site372 AMR -0.2182033 0.023252252 -0.1925196
## site373 AMR -0.2182033 0.023252252 -0.1925196
## site374 AMR -0.2182033 0.023252252 -0.1925196
## site375 AMR -0.2182033 0.023252252 -0.1925196
## site376 AMR -0.2182033 0.023252252 -0.1925196
## site377 AMR -0.2182033 0.023252252 -0.1925196
## site378 AMR -0.2182033 0.023252252 -0.1925196
## site379 AMR -0.2182033 0.023252252 -0.1925196
## site380 AMR -0.2182033 0.023252252 -0.1925196
## site381 AMR -0.2182033 0.023252252 -0.1925196
## site382 AMR -0.2182033 0.023252252 -0.1925196
## site383 AMR -0.2182033 0.023252252 -0.1925196
## site384 AMR -0.2182033 0.023252252 -0.1925196
## site385 AMR -0.2182033 0.023252252 -0.1925196
## site386 AMR -0.2182033 0.023252252 -0.1925196
## site387 AMR -0.2182033 0.023252252 -0.1925196
## site388 AMR -0.2182033 0.023252252 -0.1925196
## site389 AMR -0.2182033 0.023252252 -0.1925196
## site390 AMR -0.2182033 0.023252252 -0.1925196
## site391 AMR -0.2182033 0.023252252 -0.1925196
## site392 AMR -0.2182033 0.023252252 -0.1925196
## site393 AMR -0.2182033 0.023252252 -0.1925196
## site394 AMR -0.2182033 0.023252252 -0.1925196
## site395 AMR -0.2182033 0.023252252 -0.1925196
## site396 AMR -0.2182033 0.023252252 -0.1925196
## site397 AMR 2.4192869 0.001963573 2.4462508
## site398 AMR -0.2182033 0.023252252 -0.1925196
## site399 AMR -0.2182033 0.023252252 -0.1925196
## site400 AMR -0.2182033 0.023252252 -0.1925196
## site401 AMR -0.2182033 0.023252252 -0.1925196
## site402 AMR -0.2182033 0.023252252 -0.1925196
## site403 AMR -0.2182033 0.023252252 -0.1925196
## site404 AMR -0.2182033 0.023252252 -0.1925196
## site405 AMR 2.4192869 0.001963573 2.4462508
## site406 AMR -0.2182033 0.023252252 -0.1925196
## site407 AMR -0.2182033 0.023252252 -0.1925196
## site408 AMR -0.2182033 0.023252252 -0.1925196
## site409 AMR -0.2182033 0.023252252 -0.1925196
## site410 AMR -0.2182033 0.023252252 -0.1925196
## site411 AMR -0.2182033 0.023252252 -0.1925196
## site412 AMR -0.2182033 0.023252252 -0.1925196
## site413 AMR -0.2182033 0.023252252 -0.1925196
## site414 AMR -0.2182033 0.023252252 -0.1925196
## site415 AMR -0.2182033 0.023252252 -0.1925196
## site416 AMR -0.2182033 0.023252252 -0.1925196
## site417 AMR -0.2182033 0.023252252 -0.1925196
## site418 AMR -0.2182033 0.023252252 -0.1925196
## site419 AMR -0.2182033 0.023252252 -0.1925196
## site420 AMR -0.2182033 0.023252252 -0.1925196
## site421 AMR -0.2182033 0.023252252 -0.1925196
## site422 AMR -0.2182033 0.023252252 -0.1925196
## site423 AMR -0.2182033 0.023252252 -0.1925196
## site424 AMR -0.2182033 0.023252252 -0.1925196
## site425 AMR -0.2182033 0.023252252 -0.1925196
## site426 AMR -0.2182033 0.023252252 -0.1925196
## site427 AMR -0.2182033 0.023252252 -0.1925196
## site428 AMR -0.2182033 0.023252252 -0.1925196
## site429 AMR -0.2182033 0.023252252 -0.1925196
## site430 AMR -0.2182033 0.023252252 -0.1925196
## site431 AMR -0.2182033 0.023252252 -0.1925196
## site432 AMR -0.2182033 0.023252252 -0.1925196
## site433 EUR -0.2182033 0.023252252 -0.1925196
## site434 AMR -0.2182033 0.023252252 -0.1925196
## site435 AMR -0.2182033 0.023252252 -0.1925196
## site436 AMR -0.2182033 0.023252252 -0.1925196
## site437 AMR -0.2182033 0.023252252 -0.1925196
## site438 AMR -0.2182033 0.023252252 -0.1925196
## site439 AMR -0.2182033 0.023252252 -0.1925196
## site440 AMR -0.2182033 0.023252252 -0.1925196
## site441 AMR -0.2182033 0.023252252 -0.1925196
## site442 AMR -0.2182033 0.023252252 -0.1925196
## site443 AMR -0.2182033 0.023252252 -0.1925196
## site444 AMR -0.2182033 0.023252252 -0.1925196
## site445 AMR -0.2182033 0.023252252 -0.1925196
## site446 AMR -0.2182033 0.023252252 -0.1925196
## site447 AMR -0.2182033 0.023252252 -0.1925196
## site448 AMR -0.2182033 0.023252252 -0.1925196
## site449 AMR -0.2182033 0.023252252 -0.1925196
## site450 AMR -0.2182033 0.023252252 -0.1925196
## site451 AMR -0.2182033 0.023252252 -0.1925196
## site452 AMR -0.2182033 0.023252252 -0.1925196
## site453 AMR -0.2182033 0.023252252 -0.1925196
## site454 AMR -0.2182033 0.023252252 -0.1925196
## site455 AMR -0.2182033 0.023252252 -0.1925196
## site456 AMR -0.2182033 0.023252252 -0.1925196
## site457 AMR -0.2182033 0.023252252 -0.1925196
## site458 AMR -0.2182033 0.023252252 -0.1925196
## site459 AMR -0.2182033 0.023252252 -0.1925196
## site460 AMR -0.2182033 0.023252252 -0.1925196
## site461 AMR -0.2182033 0.023252252 -0.1925196
## site462 AMR -0.2182033 0.023252252 -0.1925196
## site463 AMR -0.2182033 0.023252252 -0.1925196
## site464 AMR -0.2182033 0.023252252 -0.1925196
## site465 AMR -0.2182033 0.023252252 -0.1925196
## site466 AMR -0.2182033 0.023252252 -0.1925196
## site467 AMR -0.2182033 0.023252252 -0.1925196
## site468 AMR -0.2182033 0.023252252 -0.1925196
## site469 AMR -0.2182033 0.023252252 -0.1925196
## site470 AMR -0.2182033 0.023252252 -0.1925196
## site471 AMR -0.2182033 0.023252252 -0.1925196
## site472 AMR -0.2182033 0.023252252 -0.1925196
## site473 AMR 2.4192869 0.001963573 2.4462508
## site474 AMR -0.2182033 0.023252252 -0.1925196
## site475 AMR -0.2182033 0.023252252 -0.1925196
## site476 AMR -0.2182033 0.023252252 -0.1925196
## site477 AMR -0.2182033 0.023252252 -0.1925196
## site478 AMR -0.2182033 0.023252252 -0.1925196
## site479 AMR -0.2182033 0.023252252 -0.1925196
## site480 AMR 2.4192869 0.001963573 2.4462508
## site481 AMR -0.2182033 0.023252252 -0.1925196
## site482 AMR -0.2182033 0.023252252 -0.1925196
## site483 AMR -0.2182033 0.023252252 -0.1925196
## site484 AMR -0.2182033 0.023252252 -0.1925196
## site485 AMR 2.4192869 0.001963573 2.4462508
## site486 AMR 2.4192869 0.001963573 2.4462508
## site487 AMR -0.2182033 0.023252252 -0.1925196
## site488 AMR -0.2182033 0.023252252 -0.1925196
## site489 AMR -0.2182033 0.023252252 -0.1925196
## site490 AMR -0.2182033 0.023252252 -0.1925196
## site491 AMR -0.2182033 0.023252252 -0.1925196
## site492 AMR -0.2182033 0.023252252 -0.1925196
## site493 AMR -0.2182033 0.023252252 -0.1925196
## site494 AMR -0.2182033 0.023252252 -0.1925196
## site495 AMR -0.2182033 0.023252252 -0.1925196
## site496 AMR -0.2182033 0.023252252 -0.1925196
## site497 AMR -0.2182033 0.023252252 -0.1925196
## site498 AMR -0.2182033 0.023252252 -0.1925196
## site499 AMR -0.2182033 0.023252252 -0.1925196
## site500 AMR -0.2182033 0.023252252 -0.1925196
## site501 AMR -0.2182033 0.023252252 -0.1925196
## site502 EUR -0.2182033 0.023252252 -0.1925196
## site503 EUR -0.2182033 0.023252252 -0.1925196
## site504 EUR -0.2182033 0.023252252 -0.1925196
## site505 EUR -0.2182033 0.023252252 -0.1925196
## site506 EUR -0.2182033 0.023252252 -0.1925196
## site507 EUR -0.2182033 0.023252252 -0.1925196
## site508 EUR -0.2182033 0.023252252 -0.1925196
## site509 EUR -0.2182033 0.023252252 -0.1925196
## site510 EUR -0.2182033 0.023252252 -0.1925196
## site511 EUR -0.2182033 0.023252252 -0.1925196
## site512 EUR -0.2182033 0.023252252 -0.1925196
## site513 EUR -0.2182033 0.023252252 -0.1925196
## site514 EUR -0.2182033 0.023252252 -0.1925196
## site515 EUR -0.2182033 0.023252252 -0.1925196
## site516 EUR -0.2182033 0.023252252 -0.1925196
## site517 EUR -0.2182033 0.023252252 -0.1925196
## site518 EUR -0.2182033 0.023252252 -0.1925196
## site519 EUR -0.2182033 0.023252252 -0.1925196
## site520 EUR -0.2182033 0.023252252 -0.1925196
## site521 EUR -0.2182033 0.023252252 -0.1925196
## site522 EUR -0.2182033 0.023252252 -0.1925196
## site523 EUR -0.2182033 0.023252252 -0.1925196
## site524 EUR -0.2182033 0.023252252 -0.1925196
## site525 EUR -0.2182033 0.023252252 -0.1925196
## site526 AMR -0.2182033 0.023252252 -0.1925196
## site527 AMR -0.2182033 0.023252252 -0.1925196
## site528 AMR -0.2182033 0.023252252 -0.1925196
## site529 AMR -0.2182033 0.023252252 -0.1925196
## site530 AMR -0.2182033 0.023252252 -0.1925196
## site531 AMR -0.2182033 0.023252252 -0.1925196
## site532 AMR -0.2182033 0.023252252 -0.1925196
## site533 AMR -0.2182033 0.023252252 -0.1925196
## site534 AMR -0.2182033 0.023252252 -0.1925196
## site535 SAS -0.2182033 0.023252252 -0.1925196
## site536 SAS -0.2182033 0.023252252 -0.1925196
## site537 SAS -0.2182033 0.023252252 -0.1925196
## site538 SAS -0.2182033 0.023252252 -0.1925196
## site539 EAS -0.2182033 0.023252252 -0.1925196
## site540 EAS -0.2182033 0.023252252 -0.1925196
## site541 EAS -0.2182033 0.023252252 -0.1925196
## site542 EAS -0.2182033 0.023252252 -0.1925196
## site543 EAS -0.2182033 0.023252252 -0.1925196
## site544 EAS 2.4192869 0.001963573 2.4462508
## site545 EUR -0.2182033 0.023252252 -0.1925196
## site546 EUR -0.2182033 0.023252252 -0.1925196
## site547 EUR -0.2182033 0.023252252 -0.1925196
## site548 EUR -0.2182033 0.023252252 -0.1925196
## site549 EUR -0.2182033 0.023252252 -0.1925196
## site550 EUR -0.2182033 0.023252252 -0.1925196
## site551 EUR -0.2182033 0.023252252 -0.1925196
## site552 EUR -0.2182033 0.023252252 -0.1925196
## site553 EUR -0.2182033 0.023252252 -0.1925196
## site554 EUR -0.2182033 0.023252252 -0.1925196
## site555 EUR -0.2182033 0.023252252 -0.1925196
## site556 EUR -0.2182033 0.023252252 -0.1925196
## site557 EUR -0.2182033 0.023252252 -0.1925196
## site558 EUR -0.2182033 0.023252252 -0.1925196
## site559 EUR -0.2182033 0.023252252 -0.1925196
## site560 EUR -0.2182033 0.023252252 -0.1925196
## site561 EUR -0.2182033 0.023252252 -0.1925196
## site562 EUR -0.2182033 0.023252252 -0.1925196
## site563 EUR -0.2182033 0.023252252 -0.1925196
## site564 EUR -0.2182033 0.023252252 -0.1925196
## site565 EUR -0.2182033 0.023252252 -0.1925196
## site566 EUR -0.2182033 0.023252252 -0.1925196
## site567 EUR -0.2182033 0.023252252 -0.1925196
## site568 EUR -0.2182033 0.023252252 -0.1925196
## site569 EUR -0.2182033 0.023252252 -0.1925196
## site570 EUR -0.2182033 0.023252252 -0.1925196
## site571 EUR -0.2182033 0.023252252 -0.1925196
## site572 EUR -0.2182033 0.023252252 -0.1925196
## site573 EUR -0.2182033 0.023252252 -0.1925196
## site574 EUR -0.2182033 0.023252252 -0.1925196
## site575 EUR -0.2182033 0.023252252 -0.1925196
## site576 EUR -0.2182033 0.023252252 -0.1925196
## site577 EUR -0.2182033 0.023252252 -0.1925196
## site578 EUR -0.2182033 0.023252252 -0.1925196
## site579 EUR -0.2182033 0.023252252 -0.1925196
## site580 EUR -0.2182033 0.023252252 -0.1925196
## site581 EUR -0.2182033 0.023252252 -0.1925196
## site582 EUR -0.2182033 0.023252252 -0.1925196
## site583 EUR -0.2182033 0.023252252 -0.1925196
## site584 EUR -0.2182033 0.023252252 -0.1925196
## site585 EUR -0.2182033 0.023252252 -0.1925196
## site586 EUR -0.2182033 0.023252252 -0.1925196
## site587 EUR -0.2182033 0.023252252 -0.1925196
## site588 EUR -0.2182033 0.023252252 -0.1925196
## site589 EUR -0.2182033 0.023252252 -0.1925196
## site590 EUR -0.2182033 0.023252252 -0.1925196
## site591 EUR -0.2182033 0.023252252 -0.1925196
## site592 EUR -0.2182033 0.023252252 -0.1925196
## site593 EUR -0.2182033 0.023252252 -0.1925196
## site594 EUR -0.2182033 0.023252252 -0.1925196
## site595 EUR -0.2182033 0.023252252 -0.1925196
## site596 EUR -0.2182033 0.023252252 -0.1925196
## site597 EUR -0.2182033 0.023252252 -0.1925196
## site598 EUR -0.2182033 0.023252252 -0.1925196
## site599 EUR -0.2182033 0.023252252 -0.1925196
## site600 EUR -0.2182033 0.023252252 -0.1925196
## site601 EUR -0.2182033 0.023252252 -0.1925196
## site602 EUR -0.2182033 0.023252252 -0.1925196
## site603 EUR -0.2182033 0.023252252 -0.1925196
## site604 EUR -0.2182033 0.023252252 -0.1925196
## site605 EUR -0.2182033 0.023252252 -0.1925196
## site606 EUR -0.2182033 0.023252252 -0.1925196
## site607 EUR -0.2182033 0.023252252 -0.1925196
## site608 EUR -0.2182033 0.023252252 -0.1925196
## site609 EUR -0.2182033 0.023252252 -0.1925196
## site610 EUR -0.2182033 0.023252252 -0.1925196
## site611 EUR -0.2182033 0.023252252 -0.1925196
## site612 EUR -0.2182033 0.023252252 -0.1925196
## site613 EUR -0.2182033 0.023252252 -0.1925196
## site614 EUR -0.2182033 0.023252252 -0.1925196
## site615 EUR -0.2182033 0.023252252 -0.1925196
## site616 EUR -0.2182033 0.023252252 -0.1925196
## site617 EUR -0.2182033 0.023252252 -0.1925196
## site618 EAS -0.2182033 0.023252252 -0.1925196
## site619 EAS -0.2182033 0.023252252 -0.1925196
## site620 EAS -0.2182033 0.023252252 -0.1925196
## site621 EAS -0.2182033 0.023252252 -0.1925196
## site622 EAS -0.2182033 0.023252252 -0.1925196
## site623 EAS -0.2182033 0.023252252 -0.1925196
## site624 EAS -0.2182033 0.023252252 -0.1925196
## site625 EAS -0.2182033 0.023252252 -0.1925196
## site626 EAS -0.2182033 0.023252252 -0.1925196
## site627 EAS -0.2182033 0.023252252 -0.1925196
## site628 EAS -0.2182033 0.023252252 -0.1925196
## site629 EAS -0.2182033 0.023252252 -0.1925196
## site630 EAS -0.2182033 0.023252252 -0.1925196
## site631 EAS -0.2182033 0.023252252 -0.1925196
## site632 EAS -0.2182033 0.023252252 -0.1925196
## site633 EAS -0.2182033 0.023252252 -0.1925196
## site634 EAS -0.2182033 0.023252252 -0.1925196
## site635 EAS -0.2182033 0.023252252 -0.1925196
## site636 EAS -0.2182033 0.023252252 -0.1925196
## site637 EAS 2.4192869 0.001963573 2.4462508
## site638 EAS -0.2182033 0.023252252 -0.1925196
## site639 EAS -0.2182033 0.023252252 -0.1925196
## site640 EAS -0.2182033 0.023252252 -0.1925196
## site641 EAS -0.2182033 0.023252252 -0.1925196
## site642 EAS -0.2182033 0.023252252 -0.1925196
## site643 EAS -0.2182033 0.023252252 -0.1925196
## site644 EAS -0.2182033 0.023252252 -0.1925196
## site645 EAS -0.2182033 0.023252252 -0.1925196
## site646 EAS -0.2182033 0.023252252 -0.1925196
## site647 EAS -0.2182033 0.023252252 -0.1925196
## site648 EAS -0.2182033 0.023252252 -0.1925196
## site649 EAS -0.2182033 0.023252252 -0.1925196
## site650 EAS -0.2182033 0.023252252 -0.1925196
## site651 EAS -0.2182033 0.023252252 -0.1925196
## site652 EAS -0.2182033 0.023252252 -0.1925196
## site653 EAS -0.2182033 0.023252252 -0.1925196
## site654 EAS -0.2182033 0.023252252 -0.1925196
## site655 EAS -0.2182033 0.023252252 -0.1925196
## site656 EAS -0.2182033 0.023252252 -0.1925196
## site657 EAS -0.2182033 0.023252252 -0.1925196
## site658 EAS -0.2182033 0.023252252 -0.1925196
## site659 EAS -0.2182033 0.023252252 -0.1925196
## site660 EAS -0.2182033 0.023252252 -0.1925196
## site661 EAS -0.2182033 0.023252252 -0.1925196
## site662 EAS -0.2182033 0.023252252 -0.1925196
## site663 EAS -0.2182033 0.023252252 -0.1925196
## site664 EAS -0.2182033 0.023252252 -0.1925196
## site665 EAS -0.2182033 0.023252252 -0.1925196
## site666 EAS -0.2182033 0.023252252 -0.1925196
## site667 EAS -0.2182033 0.023252252 -0.1925196
## site668 EAS -0.2182033 0.023252252 -0.1925196
## site669 EAS -0.2182033 0.023252252 -0.1925196
## site670 EAS -0.2182033 0.023252252 -0.1925196
## site671 EAS -0.2182033 0.023252252 -0.1925196
## site672 EAS -0.2182033 0.023252252 -0.1925196
## site673 EAS -0.2182033 0.023252252 -0.1925196
## site674 AFR -0.2182033 0.023252252 -0.1925196
## site675 AFR -0.2182033 0.023252252 -0.1925196
## site676 AFR -0.2182033 0.023252252 -0.1925196
## site677 AFR 2.4192869 0.001963573 2.4462508
## site678 AFR -0.2182033 0.023252252 -0.1925196
## site679 AFR -0.2182033 0.023252252 -0.1925196
## site680 AFR 2.4192869 0.001963573 2.4462508
## site681 AFR -0.2182033 0.023252252 -0.1925196
## site682 AMR -0.2182033 0.023252252 -0.1925196
## site683 AMR -0.2182033 0.023252252 -0.1925196
## site684 AFR -0.2182033 0.023252252 -0.1925196
## site685 AFR -0.2182033 0.023252252 -0.1925196
## site686 AFR -0.2182033 0.023252252 -0.1925196
## site687 AFR 2.4192869 0.001963573 2.4462508
## site688 AFR -0.2182033 0.023252252 -0.1925196
## site689 AMR -0.2182033 0.023252252 -0.1925196
## site690 AMR -0.2182033 0.023252252 -0.1925196
## site691 AMR -0.2182033 0.023252252 -0.1925196
## site692 AMR -0.2182033 0.023252252 -0.1925196
## site693 AMR -0.2182033 0.023252252 -0.1925196
## site694 AMR -0.2182033 0.023252252 -0.1925196
## site695 AMR -0.2182033 0.023252252 -0.1925196
## site696 AMR -0.2182033 0.023252252 -0.1925196
## site697 AMR -0.2182033 0.023252252 -0.1925196
## site698 AMR -0.2182033 0.023252252 -0.1925196
## site699 AMR -0.2182033 0.023252252 -0.1925196
## site700 AMR -0.2182033 0.023252252 -0.1925196
## site701 AMR -0.2182033 0.023252252 -0.1925196
## site702 AMR -0.2182033 0.023252252 -0.1925196
## site703 AMR 2.4192869 0.001963573 2.4462508
## site704 AMR -0.2182033 0.023252252 -0.1925196
## site705 AMR -0.2182033 0.023252252 -0.1925196
## site706 AMR -0.2182033 0.023252252 -0.1925196
## site707 AMR -0.2182033 0.023252252 -0.1925196
## site708 AMR -0.2182033 0.023252252 -0.1925196
## site709 AMR -0.2182033 0.023252252 -0.1925196
## site710 AMR -0.2182033 0.023252252 -0.1925196
## site711 AMR -0.2182033 0.023252252 -0.1925196
## site712 AMR -0.2182033 0.023252252 -0.1925196
## site713 AFR -0.2182033 0.023252252 -0.1925196
## site714 AFR -0.2182033 0.023252252 -0.1925196
## site715 AMR -0.2182033 0.023252252 -0.1925196
## site716 AMR -0.2182033 0.023252252 -0.1925196
## site717 AMR -0.2182033 0.023252252 -0.1925196
## site718 AMR -0.2182033 0.023252252 -0.1925196
## site719 AMR -0.2182033 0.023252252 -0.1925196
## site720 AMR -0.2182033 0.023252252 -0.1925196
## site721 AMR -0.2182033 0.023252252 -0.1925196
## site722 AMR -0.2182033 0.023252252 -0.1925196
## site723 AMR -0.2182033 0.023252252 -0.1925196
## site724 AMR -0.2182033 0.023252252 -0.1925196
## site725 AMR -0.2182033 0.023252252 -0.1925196
## site726 AMR -0.2182033 0.023252252 -0.1925196
## site727 AMR -0.2182033 0.023252252 -0.1925196
## site728 AFR -0.2182033 0.023252252 -0.1925196
## site729 AFR -0.2182033 0.023252252 -0.1925196
## site730 AFR -0.2182033 0.023252252 -0.1925196
## site731 AFR 2.4192869 0.001963573 2.4462508
## site732 AFR -0.2182033 0.023252252 -0.1925196
## site733 AMR -0.2182033 0.023252252 -0.1925196
## site734 AMR -0.2182033 0.023252252 -0.1925196
## site735 AMR -0.2182033 0.023252252 -0.1925196
## site736 AMR -0.2182033 0.023252252 -0.1925196
## site737 AMR -0.2182033 0.023252252 -0.1925196
## site738 AMR -0.2182033 0.023252252 -0.1925196
## site739 AMR -0.2182033 0.023252252 -0.1925196
## site740 AFR -0.2182033 0.023252252 -0.1925196
## site741 AFR -0.2182033 0.023252252 -0.1925196
## site742 AFR -0.2182033 0.023252252 -0.1925196
## site743 AFR -0.2182033 0.023252252 -0.1925196
## site744 AFR -0.2182033 0.023252252 -0.1925196
## site745 EAS -0.2182033 0.023252252 -0.1925196
## site746 EAS -0.2182033 0.023252252 -0.1925196
## site747 EAS -0.2182033 0.023252252 -0.1925196
## site748 EAS -0.2182033 0.023252252 -0.1925196
## site749 EAS -0.2182033 0.023252252 -0.1925196
## site750 EAS -0.2182033 0.023252252 -0.1925196
## site751 EAS -0.2182033 0.023252252 -0.1925196
## site752 EAS -0.2182033 0.023252252 -0.1925196
## site753 EAS -0.2182033 0.023252252 -0.1925196
## site754 EAS -0.2182033 0.023252252 -0.1925196
## site755 EAS -0.2182033 0.023252252 -0.1925196
## site756 EAS -0.2182033 0.023252252 -0.1925196
## site757 EAS -0.2182033 0.023252252 -0.1925196
## site758 EAS -0.2182033 0.023252252 -0.1925196
## site759 EAS -0.2182033 0.023252252 -0.1925196
## site760 EAS -0.2182033 0.023252252 -0.1925196
## site761 EAS -0.2182033 0.023252252 -0.1925196
## site762 AFR -0.2182033 0.023252252 -0.1925196
## site763 AFR -0.2182033 0.023252252 -0.1925196
## site764 AFR -0.2182033 0.023252252 -0.1925196
## site765 AFR -0.2182033 0.023252252 -0.1925196
## site766 EAS -0.2182033 0.023252252 -0.1925196
## site767 EAS -0.2182033 0.023252252 -0.1925196
## site768 EAS -0.2182033 0.023252252 -0.1925196
## site769 EAS -0.2182033 0.023252252 -0.1925196
## site770 EAS -0.2182033 0.023252252 -0.1925196
## site771 EAS -0.2182033 0.023252252 -0.1925196
## site772 EAS -0.2182033 0.023252252 -0.1925196
## site773 EAS -0.2182033 0.023252252 -0.1925196
## site774 EAS -0.2182033 0.023252252 -0.1925196
## site775 EAS -0.2182033 0.023252252 -0.1925196
## site776 EAS -0.2182033 0.023252252 -0.1925196
## site777 EAS -0.2182033 0.023252252 -0.1925196
## site778 EAS -0.2182033 0.023252252 -0.1925196
## site779 EAS -0.2182033 0.023252252 -0.1925196
## site780 EAS -0.2182033 0.023252252 -0.1925196
## site781 EAS -0.2182033 0.023252252 -0.1925196
## site782 EAS -0.2182033 0.023252252 -0.1925196
## site783 EAS -0.2182033 0.023252252 -0.1925196
## site784 EAS -0.2182033 0.023252252 -0.1925196
## site785 EAS -0.2182033 0.023252252 -0.1925196
## site786 EAS -0.2182033 0.023252252 -0.1925196
## site787 AMR -0.2182033 0.023252252 -0.1925196
## site788 AMR -0.2182033 0.023252252 -0.1925196
## site789 AFR -0.2182033 0.023252252 -0.1925196
## site790 AMR -0.2182033 0.023252252 -0.1925196
## site791 AMR -0.2182033 0.023252252 -0.1925196
## site792 AMR -0.2182033 0.023252252 -0.1925196
## site793 AFR -0.2182033 0.023252252 -0.1925196
## site794 AFR -0.2182033 0.023252252 -0.1925196
## site795 AFR -0.2182033 0.023252252 -0.1925196
## site796 EAS -0.2182033 0.023252252 -0.1925196
## site797 EAS -0.2182033 0.023252252 -0.1925196
## site798 EAS -0.2182033 0.023252252 -0.1925196
## site799 EAS -0.2182033 0.023252252 -0.1925196
## site800 EAS -0.2182033 0.023252252 -0.1925196
## site801 EAS -0.2182033 0.023252252 -0.1925196
## site802 EAS -0.2182033 0.023252252 -0.1925196
## site803 EAS -0.2182033 0.023252252 -0.1925196
## site804 EAS -0.2182033 0.023252252 -0.1925196
## site805 EAS 2.4192869 0.001963573 2.4462508
## site806 EAS -0.2182033 0.023252252 -0.1925196
## site807 EAS -0.2182033 0.023252252 -0.1925196
## site808 EAS -0.2182033 0.023252252 -0.1925196
## site809 EAS -0.2182033 0.023252252 -0.1925196
## site810 EAS -0.2182033 0.023252252 -0.1925196
## site811 EAS -0.2182033 0.023252252 -0.1925196
## site812 EAS -0.2182033 0.023252252 -0.1925196
## site813 AFR -0.2182033 0.023252252 -0.1925196
## site814 AFR -0.2182033 0.023252252 -0.1925196
## site815 AMR -0.2182033 0.023252252 -0.1925196
## site816 AMR -0.2182033 0.023252252 -0.1925196
## site817 AMR -0.2182033 0.023252252 -0.1925196
## site818 EAS -0.2182033 0.023252252 -0.1925196
## site819 EAS -0.2182033 0.023252252 -0.1925196
## site820 EAS -0.2182033 0.023252252 -0.1925196
## site821 EAS -0.2182033 0.023252252 -0.1925196
## site822 EAS -0.2182033 0.023252252 -0.1925196
## site823 EAS -0.2182033 0.023252252 -0.1925196
## site824 EAS -0.2182033 0.023252252 -0.1925196
## site825 EAS -0.2182033 0.023252252 -0.1925196
## site826 EAS -0.2182033 0.023252252 -0.1925196
## site827 EAS -0.2182033 0.023252252 -0.1925196
## site828 EAS -0.2182033 0.023252252 -0.1925196
## site829 EAS -0.2182033 0.023252252 -0.1925196
## site830 EAS -0.2182033 0.023252252 -0.1925196
## site831 EAS -0.2182033 0.023252252 -0.1925196
## site832 EAS -0.2182033 0.023252252 -0.1925196
## site833 EAS -0.2182033 0.023252252 -0.1925196
## site834 EAS -0.2182033 0.023252252 -0.1925196
## site835 EAS -0.2182033 0.023252252 -0.1925196
## site836 EAS -0.2182033 0.023252252 -0.1925196
## site837 EAS -0.2182033 0.023252252 -0.1925196
## site838 EUR -0.2182033 0.023252252 -0.1925196
## site839 EUR -0.2182033 0.023252252 -0.1925196
## site840 EUR -0.2182033 0.023252252 -0.1925196
## site841 EUR -0.2182033 0.023252252 -0.1925196
## site842 EUR -0.2182033 0.023252252 -0.1925196
## site843 EUR -0.2182033 0.023252252 -0.1925196
## site844 EUR -0.2182033 0.023252252 -0.1925196
## site845 EUR -0.2182033 0.023252252 -0.1925196
## site846 EUR -0.2182033 0.023252252 -0.1925196
## site847 EUR -0.2182033 0.023252252 -0.1925196
## site848 EUR -0.2182033 0.023252252 -0.1925196
## site849 EUR -0.2182033 0.023252252 -0.1925196
## site850 EUR -0.2182033 0.023252252 -0.1925196
## site851 EUR -0.2182033 0.023252252 -0.1925196
## site852 EAS -0.2182033 0.023252252 -0.1925196
## site853 AMR -0.2182033 0.023252252 -0.1925196
## site854 AMR -0.2182033 0.023252252 -0.1925196
## site855 AFR 2.4192869 0.001963573 2.4462508
## site856 AFR -0.2182033 0.023252252 -0.1925196
## site857 AMR -0.2182033 0.023252252 -0.1925196
## site858 AMR -0.2182033 0.023252252 -0.1925196
## site859 AMR -0.2182033 0.023252252 -0.1925196
## site860 AMR -0.2182033 0.023252252 -0.1925196
## site861 AMR -0.2182033 0.023252252 -0.1925196
## site862 AMR -0.2182033 0.023252252 -0.1925196
## site863 AMR -0.2182033 0.023252252 -0.1925196
## site864 AMR 2.4192869 0.001963573 2.4462508
## site865 AMR -0.2182033 0.023252252 -0.1925196
## site866 AMR -0.2182033 0.023252252 -0.1925196
## site867 AMR -0.2182033 0.023252252 -0.1925196
## site868 AFR -0.2182033 0.023252252 -0.1925196
## site869 AFR -0.2182033 0.023252252 -0.1925196
## site870 AFR -0.2182033 0.023252252 -0.1925196
## site871 AFR -0.2182033 0.023252252 -0.1925196
## site872 AMR -0.2182033 0.023252252 -0.1925196
## site873 AMR -0.2182033 0.023252252 -0.1925196
## site874 AMR -0.2182033 0.023252252 -0.1925196
## site875 AMR -0.2182033 0.023252252 -0.1925196
## site876 AMR -0.2182033 0.023252252 -0.1925196
## site877 AMR -0.2182033 0.023252252 -0.1925196
## site878 AMR -0.2182033 0.023252252 -0.1925196
## site879 AMR -0.2182033 0.023252252 -0.1925196
## site880 AFR -0.2182033 0.023252252 -0.1925196
## site881 AFR -0.2182033 0.023252252 -0.1925196
## site882 AFR 2.4192869 0.001963573 2.4462508
## site883 AMR 2.4192869 0.001963573 2.4462508
## site884 AFR -0.2182033 0.023252252 -0.1925196
## site885 AFR -0.2182033 0.023252252 -0.1925196
## site886 AFR -0.2182033 0.023252252 -0.1925196
## site887 AFR -0.2182033 0.023252252 -0.1925196
## site888 AFR 2.4192869 0.001963573 2.4462508
## site889 AFR -0.2182033 0.023252252 -0.1925196
## site890 AFR 2.4192869 0.001963573 2.4462508
## site891 AFR -0.2182033 0.023252252 -0.1925196
## site892 AFR -0.2182033 0.023252252 -0.1925196
## site893 AFR -0.2182033 0.023252252 -0.1925196
## site894 AFR -0.2182033 0.023252252 -0.1925196
## site895 AFR -0.2182033 0.023252252 -0.1925196
## site896 AFR -0.2182033 0.023252252 -0.1925196
## site897 AMR -0.2182033 0.023252252 -0.1925196
## site898 AMR -0.2182033 0.023252252 -0.1925196
## site899 EAS -0.2182033 0.023252252 -0.1925196
## site900 EAS -0.2182033 0.023252252 -0.1925196
## site901 EAS -0.2182033 0.023252252 -0.1925196
## site902 EAS -0.2182033 0.023252252 -0.1925196
## site903 EAS -0.2182033 0.023252252 -0.1925196
## site904 EAS -0.2182033 0.023252252 -0.1925196
## site905 EAS -0.2182033 0.023252252 -0.1925196
## site906 EAS -0.2182033 0.023252252 -0.1925196
## site907 EAS -0.2182033 0.023252252 -0.1925196
## site908 EAS -0.2182033 0.023252252 -0.1925196
## site909 EAS -0.2182033 0.023252252 -0.1925196
## site910 EAS -0.2182033 0.023252252 -0.1925196
## site911 EAS -0.2182033 0.023252252 -0.1925196
## site912 EAS -0.2182033 0.023252252 -0.1925196
## site913 EAS -0.2182033 0.023252252 -0.1925196
## site914 EAS -0.2182033 0.023252252 -0.1925196
## site915 EAS -0.2182033 0.023252252 -0.1925196
## site916 EAS -0.2182033 0.023252252 -0.1925196
## site917 EAS -0.2182033 0.023252252 -0.1925196
## site918 EAS -0.2182033 0.023252252 -0.1925196
## site919 EAS -0.2182033 0.023252252 -0.1925196
## site920 EAS -0.2182033 0.023252252 -0.1925196
## site921 EAS -0.2182033 0.023252252 -0.1925196
## site922 EAS -0.2182033 0.023252252 -0.1925196
## site923 EAS -0.2182033 0.023252252 -0.1925196
## site924 EAS -0.2182033 0.023252252 -0.1925196
## site925 EAS -0.2182033 0.023252252 -0.1925196
## site926 EAS -0.2182033 0.023252252 -0.1925196
## site927 EAS -0.2182033 0.023252252 -0.1925196
## site928 EAS -0.2182033 0.023252252 -0.1925196
## site929 EAS -0.2182033 0.023252252 -0.1925196
## site930 EAS -0.2182033 0.023252252 -0.1925196
## site931 EAS -0.2182033 0.023252252 -0.1925196
## site932 EAS -0.2182033 0.023252252 -0.1925196
## site933 EAS -0.2182033 0.023252252 -0.1925196
## site934 AFR 2.4192869 0.001963573 2.4462508
## site935 AFR -0.2182033 0.023252252 -0.1925196
## site936 AMR -0.2182033 0.023252252 -0.1925196
## site937 AFR -0.2182033 0.023252252 -0.1925196
## site938 AFR 2.4192869 0.001963573 2.4462508
## site939 AFR -0.2182033 0.023252252 -0.1925196
## site940 AFR -0.2182033 0.023252252 -0.1925196
## site941 AFR -0.2182033 0.023252252 -0.1925196
## site942 AFR -0.2182033 0.023252252 -0.1925196
## site943 AFR -0.2182033 0.023252252 -0.1925196
## site944 AFR -0.2182033 0.023252252 -0.1925196
## site945 AFR -0.2182033 0.023252252 -0.1925196
## site946 AFR -0.2182033 0.023252252 -0.1925196
## site947 AFR 2.4192869 0.001963573 2.4462508
## site948 AFR -0.2182033 0.023252252 -0.1925196
## site949 AFR -0.2182033 0.023252252 -0.1925196
## site950 AFR -0.2182033 0.023252252 -0.1925196
## site951 AFR 2.4192869 0.001963573 2.4462508
## site952 AFR -0.2182033 0.023252252 -0.1925196
## site953 AFR -0.2182033 0.023252252 -0.1925196
## site954 AFR 2.4192869 0.001963573 2.4462508
## site955 AFR -0.2182033 0.023252252 -0.1925196
## site956 AFR -0.2182033 0.023252252 -0.1925196
## site957 AFR 2.4192869 0.001963573 2.4462508
## site958 AFR -0.2182033 0.023252252 -0.1925196
## site959 SAS -0.2182033 0.023252252 -0.1925196
## site960 SAS -0.2182033 0.023252252 -0.1925196
## site961 SAS -0.2182033 0.023252252 -0.1925196
## site962 SAS -0.2182033 0.023252252 -0.1925196
## site963 AFR 2.4192869 0.001963573 2.4462508
## site964 AFR -0.2182033 0.023252252 -0.1925196
## site965 AFR -0.2182033 0.023252252 -0.1925196
## site966 AFR -0.2182033 0.023252252 -0.1925196
## site967 AFR 2.4192869 0.001963573 2.4462508
## site968 AFR 2.4192869 0.001963573 2.4462508
## site969 AFR 2.4192869 0.001963573 2.4462508
## site970 EAS -0.2182033 0.023252252 -0.1925196
## site971 EAS -0.2182033 0.023252252 -0.1925196
## site972 EAS -0.2182033 0.023252252 -0.1925196
## site973 EAS 2.4192869 0.001963573 2.4462508
## site974 AFR -0.2182033 0.023252252 -0.1925196
## site975 AFR 2.4192869 0.001963573 2.4462508
## site976 AFR -0.2182033 0.023252252 -0.1925196
## site977 AFR -0.2182033 0.023252252 -0.1925196
## site978 AFR 2.4192869 0.001963573 2.4462508
## site979 AFR -0.2182033 0.023252252 -0.1925196
## site980 AFR 2.4192869 0.001963573 2.4462508
## site981 AFR -0.2182033 0.023252252 -0.1925196
## site982 AFR -0.2182033 0.023252252 -0.1925196
## site983 AFR 2.4192869 0.001963573 2.4462508
## site984 AFR 2.4192869 0.001963573 2.4462508
## site985 AFR -0.2182033 0.023252252 -0.1925196
## site986 AFR -0.2182033 0.023252252 -0.1925196
## site987 AFR -0.2182033 0.023252252 -0.1925196
## site988 AFR 2.4192869 0.001963573 2.4462508
## site989 AFR -0.2182033 0.023252252 -0.1925196
## site990 AFR -0.2182033 0.023252252 -0.1925196
## site991 AFR -0.2182033 0.023252252 -0.1925196
## site992 AFR 2.4192869 0.001963573 2.4462508
## site993 AFR 2.4192869 0.001963573 2.4462508
## site994 AFR 2.4192869 0.001963573 2.4462508
## site995 AFR -0.2182033 0.023252252 -0.1925196
## site996 AFR -0.2182033 0.023252252 -0.1925196
## site997 AFR -0.2182033 0.023252252 -0.1925196
## site998 AFR -0.2182033 0.023252252 -0.1925196
## site999 AFR -0.2182033 0.023252252 -0.1925196
## site1000 AFR -0.2182033 0.023252252 -0.1925196
## site1001 SAS -0.2182033 0.023252252 -0.1925196
## site1002 SAS -0.2182033 0.023252252 -0.1925196
## site1003 SAS -0.2182033 0.023252252 -0.1925196
## site1004 SAS -0.2182033 0.023252252 -0.1925196
## site1005 SAS -0.2182033 0.023252252 -0.1925196
## site1006 AFR 2.4192869 0.001963573 2.4462508
## site1007 AFR -0.2182033 0.023252252 -0.1925196
## site1008 AFR -0.2182033 0.023252252 -0.1925196
## site1009 AFR 2.4192869 0.001963573 2.4462508
## site1010 AFR -0.2182033 0.023252252 -0.1925196
## site1011 AFR -0.2182033 0.023252252 -0.1925196
## site1012 AFR -0.2182033 0.023252252 -0.1925196
## site1013 AFR -0.2182033 0.023252252 -0.1925196
## site1014 AFR -3.3974860 -49.838445554 2.5829538
## site1015 AFR -0.2182033 0.023252252 -0.1925196
## site1016 AFR 2.4192869 0.001963573 2.4462508
## site1017 AFR -0.2182033 0.023252252 -0.1925196
## site1018 AFR -0.2182033 0.023252252 -0.1925196
## site1019 AFR -0.2182033 0.023252252 -0.1925196
## site1020 AFR -0.2182033 0.023252252 -0.1925196
## site1021 AFR 2.4192869 0.001963573 2.4462508
## site1022 SAS -0.2182033 0.023252252 -0.1925196
## site1023 SAS -0.2182033 0.023252252 -0.1925196
## site1024 SAS -0.2182033 0.023252252 -0.1925196
## site1025 SAS -0.2182033 0.023252252 -0.1925196
## site1026 SAS -0.2182033 0.023252252 -0.1925196
## site1027 SAS -0.2182033 0.023252252 -0.1925196
## site1028 SAS -0.2182033 0.023252252 -0.1925196
## site1029 SAS -0.2182033 0.023252252 -0.1925196
## site1030 SAS -0.2182033 0.023252252 -0.1925196
## site1031 SAS -0.2182033 0.023252252 -0.1925196
## site1032 AFR -0.2182033 0.023252252 -0.1925196
## site1033 AFR -0.2182033 0.023252252 -0.1925196
## site1034 AFR 2.4192869 0.001963573 2.4462508
## site1035 AFR -0.2182033 0.023252252 -0.1925196
## site1036 AFR 2.4192869 0.001963573 2.4462508
## site1037 AFR -0.2182033 0.023252252 -0.1925196
## site1038 SAS -0.2182033 0.023252252 -0.1925196
## site1039 SAS -0.2182033 0.023252252 -0.1925196
## site1040 SAS -0.2182033 0.023252252 -0.1925196
## site1041 SAS -0.2182033 0.023252252 -0.1925196
## site1042 SAS -0.2182033 0.023252252 -0.1925196
## site1043 SAS -0.2182033 0.023252252 -0.1925196
## site1044 SAS -0.2182033 0.023252252 -0.1925196
## site1045 SAS -0.2182033 0.023252252 -0.1925196
## site1046 SAS -0.2182033 0.023252252 -0.1925196
## site1047 SAS -0.2182033 0.023252252 -0.1925196
## site1048 SAS -0.2182033 0.023252252 -0.1925196
## site1049 SAS -0.2182033 0.023252252 -0.1925196
## site1050 SAS -0.2182033 0.023252252 -0.1925196
## site1051 AFR 2.4192869 0.001963573 2.4462508
## site1052 AFR -0.2182033 0.023252252 -0.1925196
## site1053 AFR 2.4192869 0.001963573 2.4462508
## site1054 AFR -0.2182033 0.023252252 -0.1925196
## site1055 AFR -0.2182033 0.023252252 -0.1925196
## site1056 AFR -0.2182033 0.023252252 -0.1925196
## site1057 SAS -0.2182033 0.023252252 -0.1925196
## site1058 SAS -0.2182033 0.023252252 -0.1925196
## site1059 SAS -0.2182033 0.023252252 -0.1925196
## site1060 SAS 2.4192869 0.001963573 2.4462508
## site1061 SAS -0.2182033 0.023252252 -0.1925196
## site1062 SAS -0.2182033 0.023252252 -0.1925196
## site1063 SAS -0.2182033 0.023252252 -0.1925196
## site1064 SAS -0.2182033 0.023252252 -0.1925196
## site1065 SAS -0.2182033 0.023252252 -0.1925196
## site1066 AFR -0.2182033 0.023252252 -0.1925196
## site1067 AFR -0.2182033 0.023252252 -0.1925196
## site1068 AFR -0.2182033 0.023252252 -0.1925196
## site1069 AFR -0.2182033 0.023252252 -0.1925196
## site1070 AFR -0.2182033 0.023252252 -0.1925196
## site1071 AFR -0.2182033 0.023252252 -0.1925196
## site1072 AFR -0.2182033 0.023252252 -0.1925196
## site1073 AFR -0.2182033 0.023252252 -0.1925196
## site1074 AFR -0.2182033 0.023252252 -0.1925196
## site1075 SAS -0.2182033 0.023252252 -0.1925196
## site1076 SAS -0.2182033 0.023252252 -0.1925196
## site1077 SAS -0.2182033 0.023252252 -0.1925196
## site1078 SAS -0.2182033 0.023252252 -0.1925196
## site1079 SAS -0.2182033 0.023252252 -0.1925196
## site1080 SAS -0.2182033 0.023252252 -0.1925196
## site1081 SAS -0.2182033 0.023252252 -0.1925196
## site1082 SAS -0.2182033 0.023252252 -0.1925196
## site1083 SAS -0.2182033 0.023252252 -0.1925196
## site1084 SAS -0.2182033 0.023252252 -0.1925196
## site1085 SAS 2.4192869 0.001963573 2.4462508
## site1086 SAS -0.2182033 0.023252252 -0.1925196
## site1087 AFR -0.2182033 0.023252252 -0.1925196
## site1088 AFR -0.2182033 0.023252252 -0.1925196
## site1089 AFR -0.2182033 0.023252252 -0.1925196
## site1090 AFR 2.4192869 0.001963573 2.4462508
## site1091 AFR -0.2182033 0.023252252 -0.1925196
## site1092 AFR -0.2182033 0.023252252 -0.1925196
## site1093 AFR -0.2182033 0.023252252 -0.1925196
## site1094 AFR -0.2182033 0.023252252 -0.1925196
## site1095 AFR -0.2182033 0.023252252 -0.1925196
## site1096 AFR -0.2182033 0.023252252 -0.1925196
## site1097 AFR -0.2182033 0.023252252 -0.1925196
## site1098 AFR -0.2182033 0.023252252 -0.1925196
## site1099 AFR -0.2182033 0.023252252 -0.1925196
## site1100 AFR 2.4192869 0.001963573 2.4462508
## site1101 AFR -0.2182033 0.023252252 -0.1925196
## site1102 AFR 2.4192869 0.001963573 2.4462508
## site1103 AFR -0.2182033 0.023252252 -0.1925196
## site1104 AFR -0.2182033 0.023252252 -0.1925196
## site1105 AFR -0.2182033 0.023252252 -0.1925196
## site1106 AFR -0.2182033 0.023252252 -0.1925196
## site1107 AFR -0.2182033 0.023252252 -0.1925196
## site1108 AFR -0.2182033 0.023252252 -0.1925196
## site1109 AFR -0.2182033 0.023252252 -0.1925196
## site1110 AFR 2.4192869 0.001963573 2.4462508
## site1111 AFR -0.2182033 0.023252252 -0.1925196
## site1112 AFR -0.2182033 0.023252252 -0.1925196
## site1113 AFR -0.2182033 0.023252252 -0.1925196
## site1114 AFR 2.4192869 0.001963573 2.4462508
## site1115 AFR -0.2182033 0.023252252 -0.1925196
## site1116 AFR -0.2182033 0.023252252 -0.1925196
## site1117 AFR -0.2182033 0.023252252 -0.1925196
## site1118 AFR -0.2182033 0.023252252 -0.1925196
## site1119 AFR -0.2182033 0.023252252 -0.1925196
## site1120 AFR -0.2182033 0.023252252 -0.1925196
## site1121 AFR -0.2182033 0.023252252 -0.1925196
## site1122 AFR -0.2182033 0.023252252 -0.1925196
## site1123 AFR -0.2182033 0.023252252 -0.1925196
## site1124 AFR -0.2182033 0.023252252 -0.1925196
## site1125 AFR -0.2182033 0.023252252 -0.1925196
## site1126 AFR -0.2182033 0.023252252 -0.1925196
## site1127 AFR 2.4192869 0.001963573 2.4462508
## site1128 AFR 2.4192869 0.001963573 2.4462508
## site1129 AFR -0.2182033 0.023252252 -0.1925196
## site1130 AFR -0.2182033 0.023252252 -0.1925196
## site1131 AFR -0.2182033 0.023252252 -0.1925196
## site1132 AFR 2.4192869 0.001963573 2.4462508
## site1133 AFR 2.4192869 0.001963573 2.4462508
## site1134 AFR -0.2182033 0.023252252 -0.1925196
## site1135 AFR 2.4192869 0.001963573 2.4462508
## site1136 AFR -0.2182033 0.023252252 -0.1925196
## site1137 AFR -0.2182033 0.023252252 -0.1925196
## site1138 AFR 2.4192869 0.001963573 2.4462508
## site1139 AFR 2.4192869 0.001963573 2.4462508
## site1140 AFR -0.2182033 0.023252252 -0.1925196
## site1141 AFR -0.2182033 0.023252252 -0.1925196
## site1142 AFR -0.2182033 0.023252252 -0.1925196
## site1143 AFR -0.2182033 0.023252252 -0.1925196
## site1144 AFR 2.4192869 0.001963573 2.4462508
## site1145 SAS -0.2182033 0.023252252 -0.1925196
## site1146 SAS 2.4192869 0.001963573 2.4462508
## site1147 SAS -0.2182033 0.023252252 -0.1925196
## site1148 SAS -0.2182033 0.023252252 -0.1925196
## site1149 SAS -0.2182033 0.023252252 -0.1925196
## site1150 SAS -0.2182033 0.023252252 -0.1925196
## site1151 SAS -0.2182033 0.023252252 -0.1925196
## site1152 SAS -0.2182033 0.023252252 -0.1925196
## site1153 SAS -0.2182033 0.023252252 -0.1925196
## site1154 SAS -0.2182033 0.023252252 -0.1925196
## site1155 AFR -0.2182033 0.023252252 -0.1925196
## site1156 AFR 2.4192869 0.001963573 2.4462508
## site1157 AFR -0.2182033 0.023252252 -0.1925196
## site1158 AFR -0.2182033 0.023252252 -0.1925196
## site1159 AFR -0.2182033 0.023252252 -0.1925196
## site1160 AFR -0.2182033 0.023252252 -0.1925196
## site1161 AFR -0.2182033 0.023252252 -0.1925196
## site1162 AFR -0.2182033 0.023252252 -0.1925196
## site1163 AFR 2.4192869 0.001963573 2.4462508
## site1164 AFR -0.2182033 0.023252252 -0.1925196
## site1165 AFR -0.2182033 0.023252252 -0.1925196
## site1166 AFR -0.2182033 0.023252252 -0.1925196
## site1167 AFR -0.2182033 0.023252252 -0.1925196
## site1168 AFR -0.2182033 0.023252252 -0.1925196
## site1169 AFR 2.4192869 0.001963573 2.4462508
## site1170 AFR -0.2182033 0.023252252 -0.1925196
## site1171 AFR -0.2182033 0.023252252 -0.1925196
## site1172 AFR -0.2182033 0.023252252 -0.1925196
## site1173 AFR -0.2182033 0.023252252 -0.1925196
## site1174 AFR -0.2182033 0.023252252 -0.1925196
## site1175 AFR -0.2182033 0.023252252 -0.1925196
## site1176 AFR -0.2182033 0.023252252 -0.1925196
## site1177 AFR -0.2182033 0.023252252 -0.1925196
## site1178 AFR -0.2182033 0.023252252 -0.1925196
## site1179 AFR -0.2182033 0.023252252 -0.1925196
## site1180 AFR -0.2182033 0.023252252 -0.1925196
## site1181 AFR -0.2182033 0.023252252 -0.1925196
## site1182 AFR -0.2182033 0.023252252 -0.1925196
## site1183 AFR 2.4192869 0.001963573 2.4462508
## site1184 AFR -0.2182033 0.023252252 -0.1925196
## site1185 AFR -0.2182033 0.023252252 -0.1925196
## site1186 AFR -0.2182033 0.023252252 -0.1925196
## site1187 AFR 2.4192869 0.001963573 2.4462508
## site1188 AFR 2.4192869 0.001963573 2.4462508
## site1189 AFR -0.2182033 0.023252252 -0.1925196
## site1190 AFR -0.2182033 0.023252252 -0.1925196
## site1191 AFR -0.2182033 0.023252252 -0.1925196
## site1192 AFR -0.2182033 0.023252252 -0.1925196
## site1193 AFR -0.2182033 0.023252252 -0.1925196
## site1194 AFR -0.2182033 0.023252252 -0.1925196
## site1195 AFR 2.4192869 0.001963573 2.4462508
## site1196 AFR -0.2182033 0.023252252 -0.1925196
## site1197 AFR -0.2182033 0.023252252 -0.1925196
## site1198 AFR -0.2182033 0.023252252 -0.1925196
## site1199 AFR -0.2182033 0.023252252 -0.1925196
## site1200 AFR -0.2182033 0.023252252 -0.1925196
## site1201 AFR -0.2182033 0.023252252 -0.1925196
## site1202 AFR -0.2182033 0.023252252 -0.1925196
## site1203 AFR -0.2182033 0.023252252 -0.1925196
## site1204 AFR -0.2182033 0.023252252 -0.1925196
## site1205 AFR -0.2182033 0.023252252 -0.1925196
## site1206 AFR -0.2182033 0.023252252 -0.1925196
## site1207 AFR -0.2182033 0.023252252 -0.1925196
## site1208 AFR -0.2182033 0.023252252 -0.1925196
## site1209 AFR -0.2182033 0.023252252 -0.1925196
## site1210 AFR -0.2182033 0.023252252 -0.1925196
## site1211 AFR -0.2182033 0.023252252 -0.1925196
## site1212 AFR 2.4192869 0.001963573 2.4462508
## site1213 AFR -0.2182033 0.023252252 -0.1925196
## site1214 AFR -0.2182033 0.023252252 -0.1925196
## site1215 AFR -0.2182033 0.023252252 -0.1925196
## site1216 AFR -0.2182033 0.023252252 -0.1925196
## site1217 AFR 2.4192869 0.001963573 2.4462508
## site1218 AFR -0.2182033 0.023252252 -0.1925196
## site1219 AFR -0.2182033 0.023252252 -0.1925196
## site1220 AFR -0.2182033 0.023252252 -0.1925196
## site1221 AFR -0.2182033 0.023252252 -0.1925196
## site1222 AFR 2.4192869 0.001963573 2.4462508
## site1223 AFR 2.4192869 0.001963573 2.4462508
## site1224 AFR -0.2182033 0.023252252 -0.1925196
## site1225 AFR -0.2182033 0.023252252 -0.1925196
## site1226 AFR -0.2182033 0.023252252 -0.1925196
## site1227 AFR -0.2182033 0.023252252 -0.1925196
## site1228 AFR -0.2182033 0.023252252 -0.1925196
## site1229 AFR 2.4192869 0.001963573 2.4462508
## site1230 AFR -0.2182033 0.023252252 -0.1925196
## site1231 AFR -0.2182033 0.023252252 -0.1925196
## site1232 AFR -0.2182033 0.023252252 -0.1925196
## site1233 AFR -0.2182033 0.023252252 -0.1925196
## site1234 AFR 2.4192869 0.001963573 2.4462508
## site1235 AFR -0.2182033 0.023252252 -0.1925196
## site1236 AFR 2.4192869 0.001963573 2.4462508
## site1237 AFR -0.2182033 0.023252252 -0.1925196
## site1238 AFR 2.4192869 0.001963573 2.4462508
## site1239 SAS -0.2182033 0.023252252 -0.1925196
## site1240 SAS -0.2182033 0.023252252 -0.1925196
## site1241 SAS -0.2182033 0.023252252 -0.1925196
## site1242 SAS -0.2182033 0.023252252 -0.1925196
## site1243 SAS -0.2182033 0.023252252 -0.1925196
## site1244 SAS -0.2182033 0.023252252 -0.1925196
## site1245 AFR -0.2182033 0.023252252 -0.1925196
## site1246 AFR 2.4192869 0.001963573 2.4462508
## site1247 AFR -0.2182033 0.023252252 -0.1925196
## site1248 AFR -0.2182033 0.023252252 -0.1925196
## site1249 AFR -0.2182033 0.023252252 -0.1925196
## site1250 AFR -0.2182033 0.023252252 -0.1925196
## site1251 AFR -0.2182033 0.023252252 -0.1925196
## site1252 AFR -0.2182033 0.023252252 -0.1925196
## site1253 AFR -0.2182033 0.023252252 -0.1925196
## site1254 AFR -0.2182033 0.023252252 -0.1925196
## site1255 AFR -0.2182033 0.023252252 -0.1925196
## site1256 AFR -0.2182033 0.023252252 -0.1925196
## site1257 AFR 2.4192869 0.001963573 2.4462508
## site1258 AFR -0.2182033 0.023252252 -0.1925196
## site1259 AFR -0.2182033 0.023252252 -0.1925196
## site1260 AFR -0.2182033 0.023252252 -0.1925196
## site1261 AFR 2.4192869 0.001963573 2.4462508
## site1262 AFR -0.2182033 0.023252252 -0.1925196
## site1263 AFR -0.2182033 0.023252252 -0.1925196
## site1264 AFR -0.2182033 0.023252252 -0.1925196
## site1265 AFR 2.4192869 0.001963573 2.4462508
## site1266 AFR -0.2182033 0.023252252 -0.1925196
## site1267 AFR -0.2182033 0.023252252 -0.1925196
## site1268 AFR -0.2182033 0.023252252 -0.1925196
## site1269 AFR -0.2182033 0.023252252 -0.1925196
## site1270 AFR -0.2182033 0.023252252 -0.1925196
## site1271 AFR -0.2182033 0.023252252 -0.1925196
## site1272 AFR -0.2182033 0.023252252 -0.1925196
## site1273 AFR -0.2182033 0.023252252 -0.1925196
## site1274 AFR -0.2182033 0.023252252 -0.1925196
## site1275 AFR -0.2182033 0.023252252 -0.1925196
## site1276 AFR 2.4192869 0.001963573 2.4462508
## site1277 AFR -0.2182033 0.023252252 -0.1925196
## site1278 AFR -0.2182033 0.023252252 -0.1925196
## site1279 AFR -0.2182033 0.023252252 -0.1925196
## site1280 AFR -0.2182033 0.023252252 -0.1925196
## site1281 AFR -0.2182033 0.023252252 -0.1925196
## site1282 AFR 2.4192869 0.001963573 2.4462508
## site1283 AFR -0.2182033 0.023252252 -0.1925196
## site1284 AFR 2.4192869 0.001963573 2.4462508
## site1285 AFR 2.4192869 0.001963573 2.4462508
## site1286 AFR 2.4192869 0.001963573 2.4462508
## site1287 AFR 2.4192869 0.001963573 2.4462508
## site1288 AFR -0.2182033 0.023252252 -0.1925196
## site1289 AFR 2.4192869 0.001963573 2.4462508
## site1290 AFR -0.2182033 0.023252252 -0.1925196
## site1291 AFR 2.4192869 0.001963573 2.4462508
## site1292 AFR -0.2182033 0.023252252 -0.1925196
## site1293 AFR -0.2182033 0.023252252 -0.1925196
## site1294 AFR -0.2182033 0.023252252 -0.1925196
## site1295 AFR -0.2182033 0.023252252 -0.1925196
## site1296 AFR -0.2182033 0.023252252 -0.1925196
## site1297 AFR -0.2182033 0.023252252 -0.1925196
## site1298 AFR 2.4192869 0.001963573 2.4462508
## site1299 AFR 2.4192869 0.001963573 2.4462508
## site1300 AFR -0.2182033 0.023252252 -0.1925196
## site1301 AFR 2.4192869 0.001963573 2.4462508
## site1302 AFR -0.2182033 0.023252252 -0.1925196
## site1303 AFR -0.2182033 0.023252252 -0.1925196
## site1304 AFR 2.4192869 0.001963573 2.4462508
## site1305 AFR -0.2182033 0.023252252 -0.1925196
## site1306 AFR 2.4192869 0.001963573 2.4462508
## site1307 AFR -0.2182033 0.023252252 -0.1925196
## site1308 AFR -0.2182033 0.023252252 -0.1925196
## site1309 AFR -0.2182033 0.023252252 -0.1925196
## site1310 AFR 2.4192869 0.001963573 2.4462508
## site1311 AFR -0.2182033 0.023252252 -0.1925196
## site1312 AFR -0.2182033 0.023252252 -0.1925196
## site1313 AFR -0.2182033 0.023252252 -0.1925196
## site1314 AFR 2.4192869 0.001963573 2.4462508
## site1315 AFR -0.2182033 0.023252252 -0.1925196
## site1316 AFR -0.2182033 0.023252252 -0.1925196
## site1317 AFR -0.2182033 0.023252252 -0.1925196
## site1318 AFR -0.2182033 0.023252252 -0.1925196
## site1319 SAS -0.2182033 0.023252252 -0.1925196
## site1320 SAS -0.2182033 0.023252252 -0.1925196
## site1321 SAS -0.2182033 0.023252252 -0.1925196
## site1322 AFR -0.2182033 0.023252252 -0.1925196
## site1323 AFR -0.2182033 0.023252252 -0.1925196
## site1324 AFR 2.4192869 0.001963573 2.4462508
## site1325 AFR 2.4192869 0.001963573 2.4462508
## site1326 AFR -0.2182033 0.023252252 -0.1925196
## site1327 AFR -0.2182033 0.023252252 -0.1925196
## site1328 AFR -0.2182033 0.023252252 -0.1925196
## site1329 AFR -0.2182033 0.023252252 -0.1925196
## site1330 AFR -0.2182033 0.023252252 -0.1925196
## site1331 AFR 2.4192869 0.001963573 2.4462508
## site1332 AFR -0.2182033 0.023252252 -0.1925196
## site1333 AFR -0.2182033 0.023252252 -0.1925196
## site1334 AFR -0.2182033 0.023252252 -0.1925196
## site1335 AFR -0.2182033 0.023252252 -0.1925196
## site1336 AFR -0.2182033 0.023252252 -0.1925196
## site1337 AFR 2.4192869 0.001963573 2.4462508
## site1338 AFR 2.4192869 0.001963573 2.4462508
## site1339 AFR 2.4192869 0.001963573 2.4462508
## site1340 AFR -0.2182033 0.023252252 -0.1925196
## site1341 AFR -0.2182033 0.023252252 -0.1925196
## site1342 AFR -0.2182033 0.023252252 -0.1925196
## site1343 AFR 2.4192869 0.001963573 2.4462508
## site1344 AFR -0.2182033 0.023252252 -0.1925196
## site1345 AFR -0.2182033 0.023252252 -0.1925196
## site1346 AFR 2.4192869 0.001963573 2.4462508
## site1347 SAS -0.2182033 0.023252252 -0.1925196
## site1348 SAS -0.2182033 0.023252252 -0.1925196
## site1349 SAS -0.2182033 0.023252252 -0.1925196
## site1350 SAS -0.2182033 0.023252252 -0.1925196
## site1351 SAS -0.2182033 0.023252252 -0.1925196
## site1352 SAS -0.2182033 0.023252252 -0.1925196
## site1353 SAS -0.2182033 0.023252252 -0.1925196
## site1354 SAS -0.2182033 0.023252252 -0.1925196
## site1355 SAS -0.2182033 0.023252252 -0.1925196
## site1356 SAS -0.2182033 0.023252252 -0.1925196
## site1357 SAS -0.2182033 0.023252252 -0.1925196
## site1358 SAS -0.2182033 0.023252252 -0.1925196
## site1359 SAS -0.2182033 0.023252252 -0.1925196
## site1360 SAS -0.2182033 0.023252252 -0.1925196
## site1361 SAS -0.2182033 0.023252252 -0.1925196
## site1362 SAS -0.2182033 0.023252252 -0.1925196
## site1363 SAS -0.2182033 0.023252252 -0.1925196
## site1364 SAS -0.2182033 0.023252252 -0.1925196
## site1365 SAS -0.2182033 0.023252252 -0.1925196
## site1366 SAS -0.2182033 0.023252252 -0.1925196
## site1367 SAS -0.2182033 0.023252252 -0.1925196
## site1368 SAS -0.2182033 0.023252252 -0.1925196
## site1369 SAS -0.2182033 0.023252252 -0.1925196
## site1370 SAS -0.2182033 0.023252252 -0.1925196
## site1371 SAS -0.2182033 0.023252252 -0.1925196
## site1372 SAS -0.2182033 0.023252252 -0.1925196
## site1373 SAS -0.2182033 0.023252252 -0.1925196
## site1374 SAS -0.2182033 0.023252252 -0.1925196
## site1375 SAS -0.2182033 0.023252252 -0.1925196
## site1376 SAS 2.4192869 0.001963573 2.4462508
## site1377 SAS -0.2182033 0.023252252 -0.1925196
## site1378 SAS -0.2182033 0.023252252 -0.1925196
## site1379 SAS -0.2182033 0.023252252 -0.1925196
## site1380 SAS -0.2182033 0.023252252 -0.1925196
## site1381 SAS -0.2182033 0.023252252 -0.1925196
## site1382 SAS -0.2182033 0.023252252 -0.1925196
## site1383 SAS -0.2182033 0.023252252 -0.1925196
## site1384 SAS -0.2182033 0.023252252 -0.1925196
## site1385 SAS -0.2182033 0.023252252 -0.1925196
## site1386 SAS -0.2182033 0.023252252 -0.1925196
## site1387 SAS -0.2182033 0.023252252 -0.1925196
## site1388 SAS -0.2182033 0.023252252 -0.1925196
## site1389 SAS -0.2182033 0.023252252 -0.1925196
## site1390 SAS -0.2182033 0.023252252 -0.1925196
## site1391 SAS -0.2182033 0.023252252 -0.1925196
## site1392 SAS -0.2182033 0.023252252 -0.1925196
## site1393 SAS -0.2182033 0.023252252 -0.1925196
## site1394 SAS -0.2182033 0.023252252 -0.1925196
## site1395 SAS -0.2182033 0.023252252 -0.1925196
## site1396 SAS -0.2182033 0.023252252 -0.1925196
## site1397 SAS -0.2182033 0.023252252 -0.1925196
## site1398 SAS -0.2182033 0.023252252 -0.1925196
## site1399 SAS -0.2182033 0.023252252 -0.1925196
## site1400 SAS -0.2182033 0.023252252 -0.1925196
## site1401 SAS -0.2182033 0.023252252 -0.1925196
## site1402 SAS -0.2182033 0.023252252 -0.1925196
## site1403 SAS -0.2182033 0.023252252 -0.1925196
## site1404 SAS -0.2182033 0.023252252 -0.1925196
## site1405 SAS -0.2182033 0.023252252 -0.1925196
## site1406 SAS -0.2182033 0.023252252 -0.1925196
## site1407 SAS -0.2182033 0.023252252 -0.1925196
## site1408 SAS -0.2182033 0.023252252 -0.1925196
## site1409 SAS -0.2182033 0.023252252 -0.1925196
## site1410 SAS -0.2182033 0.023252252 -0.1925196
## site1411 SAS -0.2182033 0.023252252 -0.1925196
## site1412 SAS -0.2182033 0.023252252 -0.1925196
## site1413 SAS -0.2182033 0.023252252 -0.1925196
## site1414 SAS -0.2182033 0.023252252 -0.1925196
## site1415 SAS -0.2182033 0.023252252 -0.1925196
## site1416 SAS -0.2182033 0.023252252 -0.1925196
## site1417 SAS -0.2182033 0.023252252 -0.1925196
## site1418 SAS -0.2182033 0.023252252 -0.1925196
## site1419 SAS -0.2182033 0.023252252 -0.1925196
## site1420 SAS -0.2182033 0.023252252 -0.1925196
## site1421 SAS -0.2182033 0.023252252 -0.1925196
## site1422 SAS -0.2182033 0.023252252 -0.1925196
## site1423 SAS -0.2182033 0.023252252 -0.1925196
## site1424 SAS -0.2182033 0.023252252 -0.1925196
## site1425 SAS -0.2182033 0.023252252 -0.1925196
## site1426 SAS -0.2182033 0.023252252 -0.1925196
## site1427 SAS -0.2182033 0.023252252 -0.1925196
## site1428 SAS -0.2182033 0.023252252 -0.1925196
## site1429 SAS -0.2182033 0.023252252 -0.1925196
## site1430 SAS -0.2182033 0.023252252 -0.1925196
## site1431 SAS -0.2182033 0.023252252 -0.1925196
## site1432 SAS -0.2182033 0.023252252 -0.1925196
## site1433 SAS -0.2182033 0.023252252 -0.1925196
## site1434 SAS -0.2182033 0.023252252 -0.1925196
## site1435 SAS -0.2182033 0.023252252 -0.1925196
## site1436 SAS -0.2182033 0.023252252 -0.1925196
## site1437 SAS -0.2182033 0.023252252 -0.1925196
## site1438 SAS -0.2182033 0.023252252 -0.1925196
## site1439 SAS -0.2182033 0.023252252 -0.1925196
## site1440 SAS -0.2182033 0.023252252 -0.1925196
## site1441 SAS -0.2182033 0.023252252 -0.1925196
## site1442 SAS -0.2182033 0.023252252 -0.1925196
## site1443 SAS -0.2182033 0.023252252 -0.1925196
## site1444 SAS -0.2182033 0.023252252 -0.1925196
## site1445 SAS -0.2182033 0.023252252 -0.1925196
## site1446 SAS -0.2182033 0.023252252 -0.1925196
## site1447 SAS -0.2182033 0.023252252 -0.1925196
## site1448 SAS -0.2182033 0.023252252 -0.1925196
## site1449 SAS -0.2182033 0.023252252 -0.1925196
## site1450 SAS -0.2182033 0.023252252 -0.1925196
## site1451 SAS -0.2182033 0.023252252 -0.1925196
## site1452 SAS -0.2182033 0.023252252 -0.1925196
## site1453 SAS -0.2182033 0.023252252 -0.1925196
## site1454 SAS -0.2182033 0.023252252 -0.1925196
## site1455 SAS -0.2182033 0.023252252 -0.1925196
## site1456 SAS -0.2182033 0.023252252 -0.1925196
## site1457 SAS -0.2182033 0.023252252 -0.1925196
## site1458 SAS -0.2182033 0.023252252 -0.1925196
## site1459 SAS -0.2182033 0.023252252 -0.1925196
## site1460 SAS -0.2182033 0.023252252 -0.1925196
## site1461 SAS -0.2182033 0.023252252 -0.1925196
## site1462 SAS -0.2182033 0.023252252 -0.1925196
## site1463 SAS -0.2182033 0.023252252 -0.1925196
## site1464 SAS -0.2182033 0.023252252 -0.1925196
## site1465 SAS -0.2182033 0.023252252 -0.1925196
## site1466 SAS -0.2182033 0.023252252 -0.1925196
## site1467 SAS -0.2182033 0.023252252 -0.1925196
## site1468 SAS -0.2182033 0.023252252 -0.1925196
## site1469 SAS -0.2182033 0.023252252 -0.1925196
## site1470 SAS -0.2182033 0.023252252 -0.1925196
## site1471 SAS -0.2182033 0.023252252 -0.1925196
## site1472 SAS -0.2182033 0.023252252 -0.1925196
## site1473 SAS -0.2182033 0.023252252 -0.1925196
## site1474 SAS -0.2182033 0.023252252 -0.1925196
## site1475 SAS -0.2182033 0.023252252 -0.1925196
## site1476 SAS -0.2182033 0.023252252 -0.1925196
## site1477 SAS -0.2182033 0.023252252 -0.1925196
## site1478 SAS -0.2182033 0.023252252 -0.1925196
## site1479 SAS -0.2182033 0.023252252 -0.1925196
## site1480 SAS -0.2182033 0.023252252 -0.1925196
## site1481 SAS -0.2182033 0.023252252 -0.1925196
## site1482 SAS -0.2182033 0.023252252 -0.1925196
## site1483 SAS -0.2182033 0.023252252 -0.1925196
## site1484 SAS -0.2182033 0.023252252 -0.1925196
## site1485 SAS -0.2182033 0.023252252 -0.1925196
## site1486 SAS -0.2182033 0.023252252 -0.1925196
## site1487 SAS -0.2182033 0.023252252 -0.1925196
## site1488 SAS -0.2182033 0.023252252 -0.1925196
## site1489 SAS -0.2182033 0.023252252 -0.1925196
## site1490 SAS -0.2182033 0.023252252 -0.1925196
## site1491 SAS -0.2182033 0.023252252 -0.1925196
## site1492 SAS -0.2182033 0.023252252 -0.1925196
## site1493 SAS -0.2182033 0.023252252 -0.1925196
## site1494 SAS -0.2182033 0.023252252 -0.1925196
## site1495 SAS -0.2182033 0.023252252 -0.1925196
## site1496 SAS -0.2182033 0.023252252 -0.1925196
## site1497 SAS -0.2182033 0.023252252 -0.1925196
## site1498 SAS -0.2182033 0.023252252 -0.1925196
## site1499 SAS -0.2182033 0.023252252 -0.1925196
## site1500 SAS -0.2182033 0.023252252 -0.1925196
## site1501 SAS -0.2182033 0.023252252 -0.1925196
## site1502 SAS -0.2182033 0.023252252 -0.1925196
## site1503 SAS -0.2182033 0.023252252 -0.1925196
## site1504 SAS -0.2182033 0.023252252 -0.1925196
## site1505 SAS -0.2182033 0.023252252 -0.1925196
## site1506 SAS -0.2182033 0.023252252 -0.1925196
## site1507 SAS -0.2182033 0.023252252 -0.1925196
## site1508 SAS -0.2182033 0.023252252 -0.1925196
## site1509 SAS -0.2182033 0.023252252 -0.1925196
## site1510 SAS -0.2182033 0.023252252 -0.1925196
## site1511 SAS -0.2182033 0.023252252 -0.1925196
## site1512 SAS -0.2182033 0.023252252 -0.1925196
## site1513 SAS -0.2182033 0.023252252 -0.1925196
## site1514 SAS -0.2182033 0.023252252 -0.1925196
## site1515 SAS -0.2182033 0.023252252 -0.1925196
## site1516 SAS -0.2182033 0.023252252 -0.1925196
## site1517 SAS -0.2182033 0.023252252 -0.1925196
## site1518 SAS -0.2182033 0.023252252 -0.1925196
## site1519 SAS -0.2182033 0.023252252 -0.1925196
## site1520 SAS -0.2182033 0.023252252 -0.1925196
## site1521 SAS -0.2182033 0.023252252 -0.1925196
## site1522 SAS -0.2182033 0.023252252 -0.1925196
## site1523 SAS -0.2182033 0.023252252 -0.1925196
## site1524 SAS -0.2182033 0.023252252 -0.1925196
## site1525 SAS -0.2182033 0.023252252 -0.1925196
## site1526 SAS -0.2182033 0.023252252 -0.1925196
## site1527 SAS -0.2182033 0.023252252 -0.1925196
## site1528 SAS -0.2182033 0.023252252 -0.1925196
## site1529 SAS -0.2182033 0.023252252 -0.1925196
## site1530 SAS -0.2182033 0.023252252 -0.1925196
## site1531 SAS 2.4192869 0.001963573 2.4462508
## site1532 SAS -0.2182033 0.023252252 -0.1925196
## site1533 SAS -0.2182033 0.023252252 -0.1925196
## site1534 SAS -0.2182033 0.023252252 -0.1925196
## site1535 SAS -0.2182033 0.023252252 -0.1925196
## site1536 SAS -0.2182033 0.023252252 -0.1925196
## site1537 SAS -0.2182033 0.023252252 -0.1925196
## site1538 SAS -0.2182033 0.023252252 -0.1925196
## site1539 SAS -0.2182033 0.023252252 -0.1925196
## site1540 SAS 2.4192869 0.001963573 2.4462508
## site1541 SAS -0.2182033 0.023252252 -0.1925196
## site1542 SAS -0.2182033 0.023252252 -0.1925196
## site1543 SAS -0.2182033 0.023252252 -0.1925196
## site1544 SAS -0.2182033 0.023252252 -0.1925196
## site1545 SAS -0.2182033 0.023252252 -0.1925196
## site1546 SAS -0.2182033 0.023252252 -0.1925196
## site1547 SAS -0.2182033 0.023252252 -0.1925196
## site1548 SAS -0.2182033 0.023252252 -0.1925196
## site1549 SAS -0.2182033 0.023252252 -0.1925196
## site1550 SAS -0.2182033 0.023252252 -0.1925196
## site1551 SAS -0.2182033 0.023252252 -0.1925196
## site1552 SAS -0.2182033 0.023252252 -0.1925196
## site1553 SAS -0.2182033 0.023252252 -0.1925196
## site1554 SAS -0.2182033 0.023252252 -0.1925196
## site1555 SAS -0.2182033 0.023252252 -0.1925196
## site1556 SAS -0.2182033 0.023252252 -0.1925196
## site1557 SAS -0.2182033 0.023252252 -0.1925196
## site1558 SAS -0.2182033 0.023252252 -0.1925196
## site1559 SAS -0.2182033 0.023252252 -0.1925196
## site1560 SAS -0.2182033 0.023252252 -0.1925196
## site1561 SAS -0.2182033 0.023252252 -0.1925196
## site1562 SAS -0.2182033 0.023252252 -0.1925196
## site1563 SAS -0.2182033 0.023252252 -0.1925196
## site1564 SAS -0.2182033 0.023252252 -0.1925196
## site1565 SAS -0.2182033 0.023252252 -0.1925196
## site1566 SAS -0.2182033 0.023252252 -0.1925196
## site1567 SAS -0.2182033 0.023252252 -0.1925196
## site1568 SAS -0.2182033 0.023252252 -0.1925196
## site1569 SAS -0.2182033 0.023252252 -0.1925196
## site1570 SAS -0.2182033 0.023252252 -0.1925196
## site1571 SAS -0.2182033 0.023252252 -0.1925196
## site1572 SAS -0.2182033 0.023252252 -0.1925196
## site1573 SAS -0.2182033 0.023252252 -0.1925196
## site1574 SAS -0.2182033 0.023252252 -0.1925196
## site1575 SAS -0.2182033 0.023252252 -0.1925196
## site1576 SAS -0.2182033 0.023252252 -0.1925196
## site1577 SAS -0.2182033 0.023252252 -0.1925196
## site1578 SAS -0.2182033 0.023252252 -0.1925196
## site1579 SAS -0.2182033 0.023252252 -0.1925196
## site1580 SAS -0.2182033 0.023252252 -0.1925196
## site1581 SAS -0.2182033 0.023252252 -0.1925196
## site1582 SAS -0.2182033 0.023252252 -0.1925196
## site1583 SAS -0.2182033 0.023252252 -0.1925196
## site1584 SAS -0.2182033 0.023252252 -0.1925196
## site1585 SAS -0.2182033 0.023252252 -0.1925196
## site1586 SAS -0.2182033 0.023252252 -0.1925196
## site1587 SAS -0.2182033 0.023252252 -0.1925196
## site1588 SAS -0.2182033 0.023252252 -0.1925196
## site1589 SAS -0.2182033 0.023252252 -0.1925196
## site1590 SAS -0.2182033 0.023252252 -0.1925196
## site1591 SAS -0.2182033 0.023252252 -0.1925196
## site1592 SAS -0.2182033 0.023252252 -0.1925196
## site1593 SAS -0.2182033 0.023252252 -0.1925196
## site1594 SAS -0.2182033 0.023252252 -0.1925196
## site1595 SAS -0.2182033 0.023252252 -0.1925196
## site1596 SAS -0.2182033 0.023252252 -0.1925196
## site1597 SAS -0.2182033 0.023252252 -0.1925196
## site1598 SAS -0.2182033 0.023252252 -0.1925196
## site1599 SAS -0.2182033 0.023252252 -0.1925196
## site1600 SAS -0.2182033 0.023252252 -0.1925196
## site1601 SAS -0.2182033 0.023252252 -0.1925196
## site1602 SAS -0.2182033 0.023252252 -0.1925196
## site1603 SAS -0.2182033 0.023252252 -0.1925196
## site1604 SAS -0.2182033 0.023252252 -0.1925196
## site1605 SAS -0.2182033 0.023252252 -0.1925196
## site1606 SAS -0.2182033 0.023252252 -0.1925196
## site1607 SAS -0.2182033 0.023252252 -0.1925196
## site1608 SAS -0.2182033 0.023252252 -0.1925196
## site1609 SAS -0.2182033 0.023252252 -0.1925196
## site1610 SAS -0.2182033 0.023252252 -0.1925196
## site1611 SAS -0.2182033 0.023252252 -0.1925196
## site1612 SAS -0.2182033 0.023252252 -0.1925196
## site1613 SAS -0.2182033 0.023252252 -0.1925196
## site1614 SAS -0.2182033 0.023252252 -0.1925196
## site1615 SAS -0.2182033 0.023252252 -0.1925196
## site1616 SAS -0.2182033 0.023252252 -0.1925196
## site1617 SAS -0.2182033 0.023252252 -0.1925196
## site1618 SAS -0.2182033 0.023252252 -0.1925196
## site1619 SAS -0.2182033 0.023252252 -0.1925196
## site1620 SAS -0.2182033 0.023252252 -0.1925196
## site1621 SAS -0.2182033 0.023252252 -0.1925196
## site1622 SAS -0.2182033 0.023252252 -0.1925196
## site1623 SAS -0.2182033 0.023252252 -0.1925196
## site1624 SAS -0.2182033 0.023252252 -0.1925196
## site1625 SAS -0.2182033 0.023252252 -0.1925196
## site1626 SAS -0.2182033 0.023252252 -0.1925196
## site1627 SAS -0.2182033 0.023252252 -0.1925196
## site1628 SAS -0.2182033 0.023252252 -0.1925196
## site1629 SAS -0.2182033 0.023252252 -0.1925196
## site1630 SAS -0.2182033 0.023252252 -0.1925196
## site1631 SAS -0.2182033 0.023252252 -0.1925196
## site1632 SAS -0.2182033 0.023252252 -0.1925196
## site1633 SAS -0.2182033 0.023252252 -0.1925196
## site1634 SAS -0.2182033 0.023252252 -0.1925196
## site1635 SAS 2.4192869 0.001963573 2.4462508
## site1636 SAS -0.2182033 0.023252252 -0.1925196
## site1637 SAS -0.2182033 0.023252252 -0.1925196
## site1638 SAS -0.2182033 0.023252252 -0.1925196
## site1639 SAS -0.2182033 0.023252252 -0.1925196
## site1640 SAS -0.2182033 0.023252252 -0.1925196
## site1641 SAS -0.2182033 0.023252252 -0.1925196
## site1642 SAS -0.2182033 0.023252252 -0.1925196
## site1643 SAS -0.2182033 0.023252252 -0.1925196
## site1644 SAS -0.2182033 0.023252252 -0.1925196
## site1645 SAS -0.2182033 0.023252252 -0.1925196
## site1646 SAS -0.2182033 0.023252252 -0.1925196
## site1647 SAS -0.2182033 0.023252252 -0.1925196
## site1648 SAS -0.2182033 0.023252252 -0.1925196
## site1649 SAS -0.2182033 0.023252252 -0.1925196
## site1650 SAS -0.2182033 0.023252252 -0.1925196
## site1651 SAS -0.2182033 0.023252252 -0.1925196
## site1652 SAS -0.2182033 0.023252252 -0.1925196
## site1653 SAS -0.2182033 0.023252252 -0.1925196
## site1654 SAS -0.2182033 0.023252252 -0.1925196
## site1655 SAS -0.2182033 0.023252252 -0.1925196
## site1656 SAS -0.2182033 0.023252252 -0.1925196
## site1657 EUR -0.2182033 0.023252252 -0.1925196
## site1658 EUR -0.2182033 0.023252252 -0.1925196
## site1659 EUR -0.2182033 0.023252252 -0.1925196
## site1660 EUR -0.2182033 0.023252252 -0.1925196
## site1661 EUR -0.2182033 0.023252252 -0.1925196
## site1662 EUR -0.2182033 0.023252252 -0.1925196
## site1663 EUR -0.2182033 0.023252252 -0.1925196
## site1664 EUR -0.2182033 0.023252252 -0.1925196
## site1665 EUR -0.2182033 0.023252252 -0.1925196
## site1666 EUR -0.2182033 0.023252252 -0.1925196
## site1667 EUR -0.2182033 0.023252252 -0.1925196
## site1668 EUR -0.2182033 0.023252252 -0.1925196
## site1669 EUR -0.2182033 0.023252252 -0.1925196
## site1670 EUR -0.2182033 0.023252252 -0.1925196
## site1671 EUR -0.2182033 0.023252252 -0.1925196
## site1672 EUR -0.2182033 0.023252252 -0.1925196
## site1673 EUR -0.2182033 0.023252252 -0.1925196
## site1674 EUR -0.2182033 0.023252252 -0.1925196
## site1675 EUR -0.2182033 0.023252252 -0.1925196
## site1676 EUR -0.2182033 0.023252252 -0.1925196
## site1677 EUR -0.2182033 0.023252252 -0.1925196
## site1678 EUR -0.2182033 0.023252252 -0.1925196
## site1679 EUR -0.2182033 0.023252252 -0.1925196
## site1680 EUR -0.2182033 0.023252252 -0.1925196
## site1681 EUR -0.2182033 0.023252252 -0.1925196
## site1682 EUR -0.2182033 0.023252252 -0.1925196
## site1683 EUR -0.2182033 0.023252252 -0.1925196
## site1684 EUR -0.2182033 0.023252252 -0.1925196
## site1685 EUR -0.2182033 0.023252252 -0.1925196
## site1686 EUR -0.2182033 0.023252252 -0.1925196
## site1687 EUR -0.2182033 0.023252252 -0.1925196
## site1688 EUR -0.2182033 0.023252252 -0.1925196
## site1689 EUR -0.2182033 0.023252252 -0.1925196
## site1690 EUR -0.2182033 0.023252252 -0.1925196
## site1691 EUR -0.2182033 0.023252252 -0.1925196
## site1692 EUR -0.2182033 0.023252252 -0.1925196
## site1693 EUR -0.2182033 0.023252252 -0.1925196
## site1694 EUR -0.2182033 0.023252252 -0.1925196
## site1695 EUR -0.2182033 0.023252252 -0.1925196
## site1696 EUR -0.2182033 0.023252252 -0.1925196
## site1697 EUR -0.2182033 0.023252252 -0.1925196
## site1698 EUR -0.2182033 0.023252252 -0.1925196
## site1699 EUR -0.2182033 0.023252252 -0.1925196
## site1700 EUR -0.2182033 0.023252252 -0.1925196
## site1701 EUR -0.2182033 0.023252252 -0.1925196
## site1702 EUR -0.2182033 0.023252252 -0.1925196
## site1703 EUR -0.2182033 0.023252252 -0.1925196
## site1704 EUR -0.2182033 0.023252252 -0.1925196
## site1705 EUR -0.2182033 0.023252252 -0.1925196
## site1706 EUR -0.2182033 0.023252252 -0.1925196
## site1707 EUR -0.2182033 0.023252252 -0.1925196
## site1708 EUR -0.2182033 0.023252252 -0.1925196
## site1709 EUR -0.2182033 0.023252252 -0.1925196
## site1710 EUR -0.2182033 0.023252252 -0.1925196
## site1711 EUR -0.2182033 0.023252252 -0.1925196
## site1712 EUR -0.2182033 0.023252252 -0.1925196
## site1713 EUR -0.2182033 0.023252252 -0.1925196
## site1714 EUR -0.2182033 0.023252252 -0.1925196
## site1715 EUR -0.2182033 0.023252252 -0.1925196
## site1716 EUR -0.2182033 0.023252252 -0.1925196
## site1717 EUR -0.2182033 0.023252252 -0.1925196
## site1718 EUR -0.2182033 0.023252252 -0.1925196
## site1719 EUR -0.2182033 0.023252252 -0.1925196
## site1720 EUR -0.2182033 0.023252252 -0.1925196
## site1721 EUR -0.2182033 0.023252252 -0.1925196
## site1722 EUR -0.2182033 0.023252252 -0.1925196
## site1723 EUR -0.2182033 0.023252252 -0.1925196
## site1724 EUR -0.2182033 0.023252252 -0.1925196
## site1725 EUR -0.2182033 0.023252252 -0.1925196
## site1726 EUR -0.2182033 0.023252252 -0.1925196
## site1727 EUR -0.2182033 0.023252252 -0.1925196
## site1728 EUR -0.2182033 0.023252252 -0.1925196
## site1729 EUR -0.2182033 0.023252252 -0.1925196
## site1730 EUR -0.2182033 0.023252252 -0.1925196
## site1731 EUR -0.2182033 0.023252252 -0.1925196
## site1732 EUR -0.2182033 0.023252252 -0.1925196
## site1733 EUR -0.2182033 0.023252252 -0.1925196
## site1734 EUR -0.2182033 0.023252252 -0.1925196
## site1735 EUR -0.2182033 0.023252252 -0.1925196
## site1736 EUR -0.2182033 0.023252252 -0.1925196
## site1737 EUR -0.2182033 0.023252252 -0.1925196
## site1738 EUR -0.2182033 0.023252252 -0.1925196
## site1739 EUR -0.2182033 0.023252252 -0.1925196
## site1740 EUR -0.2182033 0.023252252 -0.1925196
## site1741 EUR -0.2182033 0.023252252 -0.1925196
## site1742 EUR -0.2182033 0.023252252 -0.1925196
## site1743 EUR -0.2182033 0.023252252 -0.1925196
## site1744 EUR -0.2182033 0.023252252 -0.1925196
## site1745 EUR -0.2182033 0.023252252 -0.1925196
## site1746 EUR -0.2182033 0.023252252 -0.1925196
## site1747 EUR -0.2182033 0.023252252 -0.1925196
## site1748 EUR -0.2182033 0.023252252 -0.1925196
## site1749 EUR -0.2182033 0.023252252 -0.1925196
## site1750 EUR 2.4192869 0.001963573 2.4462508
## site1751 EUR 2.4192869 0.001963573 2.4462508
## site1752 EUR -0.2182033 0.023252252 -0.1925196
## site1753 EUR -0.2182033 0.023252252 -0.1925196
## site1754 EUR -0.2182033 0.023252252 -0.1925196
## site1755 EUR -0.2182033 0.023252252 -0.1925196
## site1756 AFR 2.4192869 0.001963573 2.4462508
## site1757 AFR -0.2182033 0.023252252 -0.1925196
## site1758 AFR -0.2182033 0.023252252 -0.1925196
## site1759 AFR 2.4192869 0.001963573 2.4462508
## site1760 AFR 2.4192869 0.001963573 2.4462508
## site1761 AFR -0.2182033 0.023252252 -0.1925196
## site1762 AFR -0.2182033 0.023252252 -0.1925196
## site1763 AFR 2.4192869 0.001963573 2.4462508
## site1764 AFR -0.2182033 0.023252252 -0.1925196
## site1765 AFR -0.2182033 0.023252252 -0.1925196
## site1766 AFR -0.2182033 0.023252252 -0.1925196
## site1767 AFR -0.2182033 0.023252252 -0.1925196
## site1768 AFR 2.4192869 0.001963573 2.4462508
## site1769 AFR -0.2182033 0.023252252 -0.1925196
## site1770 AFR 2.4192869 0.001963573 2.4462508
## site1771 AFR 2.4192869 0.001963573 2.4462508
## site1772 AFR -0.2182033 0.023252252 -0.1925196
## site1773 AFR -0.2182033 0.023252252 -0.1925196
## site1774 AFR -0.2182033 0.023252252 -0.1925196
## site1775 EAS -0.2182033 0.023252252 -0.1925196
## site1776 EAS -0.2182033 0.023252252 -0.1925196
## site1777 EAS -0.2182033 0.023252252 -0.1925196
## site1778 EAS -0.2182033 0.023252252 -0.1925196
## site1779 EAS -0.2182033 0.023252252 -0.1925196
## site1780 EAS -0.2182033 0.023252252 -0.1925196
## site1781 EAS -0.2182033 0.023252252 -0.1925196
## site1782 EAS -0.2182033 0.023252252 -0.1925196
## site1783 EAS -0.2182033 0.023252252 -0.1925196
## site1784 EAS -0.2182033 0.023252252 -0.1925196
## site1785 EAS -0.2182033 0.023252252 -0.1925196
## site1786 EAS -0.2182033 0.023252252 -0.1925196
## site1787 EAS -0.2182033 0.023252252 -0.1925196
## site1788 EAS -0.2182033 0.023252252 -0.1925196
## site1789 EAS -0.2182033 0.023252252 -0.1925196
## site1790 EAS -0.2182033 0.023252252 -0.1925196
## site1791 EAS -0.2182033 0.023252252 -0.1925196
## site1792 EAS -0.2182033 0.023252252 -0.1925196
## site1793 EAS -0.2182033 0.023252252 -0.1925196
## site1794 EAS -0.2182033 0.023252252 -0.1925196
## site1795 EAS -0.2182033 0.023252252 -0.1925196
## site1796 EAS -0.2182033 0.023252252 -0.1925196
## site1797 EAS -0.2182033 0.023252252 -0.1925196
## site1798 EAS -0.2182033 0.023252252 -0.1925196
## site1799 EAS -0.2182033 0.023252252 -0.1925196
## site1800 EAS -0.2182033 0.023252252 -0.1925196
## site1801 EAS -0.2182033 0.023252252 -0.1925196
## site1802 EAS -0.2182033 0.023252252 -0.1925196
## site1803 EAS -0.2182033 0.023252252 -0.1925196
## site1804 EAS -0.2182033 0.023252252 -0.1925196
## site1805 EAS -0.2182033 0.023252252 -0.1925196
## site1806 EAS -0.2182033 0.023252252 -0.1925196
## site1807 EAS -0.2182033 0.023252252 -0.1925196
## site1808 EAS -0.2182033 0.023252252 -0.1925196
## site1809 EAS -0.2182033 0.023252252 -0.1925196
## site1810 EAS -0.2182033 0.023252252 -0.1925196
## site1811 EAS -0.2182033 0.023252252 -0.1925196
## site1812 EAS -0.2182033 0.023252252 -0.1925196
## site1813 EAS -0.2182033 0.023252252 -0.1925196
## site1814 EAS -0.2182033 0.023252252 -0.1925196
## site1815 EAS -0.2182033 0.023252252 -0.1925196
## site1816 EAS -0.2182033 0.023252252 -0.1925196
## site1817 EAS -0.2182033 0.023252252 -0.1925196
## site1818 EAS -0.2182033 0.023252252 -0.1925196
## site1819 EAS -0.2182033 0.023252252 -0.1925196
## site1820 EAS -0.2182033 0.023252252 -0.1925196
## site1821 EAS -0.2182033 0.023252252 -0.1925196
## site1822 EAS -0.2182033 0.023252252 -0.1925196
## site1823 EAS -0.2182033 0.023252252 -0.1925196
## site1824 EAS -0.2182033 0.023252252 -0.1925196
## site1825 EAS -0.2182033 0.023252252 -0.1925196
## site1826 EAS -0.2182033 0.023252252 -0.1925196
## site1827 EAS -0.2182033 0.023252252 -0.1925196
## site1828 EAS -0.2182033 0.023252252 -0.1925196
## site1829 EAS -0.2182033 0.023252252 -0.1925196
## site1830 EAS -0.2182033 0.023252252 -0.1925196
## site1831 EAS -0.2182033 0.023252252 -0.1925196
## site1832 EAS -0.2182033 0.023252252 -0.1925196
## site1833 EAS -0.2182033 0.023252252 -0.1925196
## site1834 EAS -0.2182033 0.023252252 -0.1925196
## site1835 EAS -0.2182033 0.023252252 -0.1925196
## site1836 EAS -0.2182033 0.023252252 -0.1925196
## site1837 EAS -0.2182033 0.023252252 -0.1925196
## site1838 EAS -0.2182033 0.023252252 -0.1925196
## site1839 EAS -0.2182033 0.023252252 -0.1925196
## site1840 EAS -0.2182033 0.023252252 -0.1925196
## site1841 EAS -0.2182033 0.023252252 -0.1925196
## site1842 EAS -0.2182033 0.023252252 -0.1925196
## site1843 EAS -0.2182033 0.023252252 -0.1925196
## site1844 EAS -0.2182033 0.023252252 -0.1925196
## site1845 EAS -0.2182033 0.023252252 -0.1925196
## site1846 EAS -0.2182033 0.023252252 -0.1925196
## site1847 EAS -0.2182033 0.023252252 -0.1925196
## site1848 EAS -0.2182033 0.023252252 -0.1925196
## site1849 EAS -0.2182033 0.023252252 -0.1925196
## site1850 EAS -0.2182033 0.023252252 -0.1925196
## site1851 EAS -0.2182033 0.023252252 -0.1925196
## site1852 EAS -0.2182033 0.023252252 -0.1925196
## site1853 EAS -0.2182033 0.023252252 -0.1925196
## site1854 EAS -0.2182033 0.023252252 -0.1925196
## site1855 EAS -0.2182033 0.023252252 -0.1925196
## site1856 EAS -0.2182033 0.023252252 -0.1925196
## site1857 EAS -0.2182033 0.023252252 -0.1925196
## site1858 EAS -0.2182033 0.023252252 -0.1925196
## site1859 EAS -0.2182033 0.023252252 -0.1925196
## site1860 EAS -0.2182033 0.023252252 -0.1925196
## site1861 EAS -0.2182033 0.023252252 -0.1925196
## site1862 EAS -0.2182033 0.023252252 -0.1925196
## site1863 EAS -0.2182033 0.023252252 -0.1925196
## site1864 EAS -0.2182033 0.023252252 -0.1925196
## site1865 EAS -0.2182033 0.023252252 -0.1925196
## site1866 EAS -0.2182033 0.023252252 -0.1925196
## site1867 EAS -0.2182033 0.023252252 -0.1925196
## site1868 EAS -0.2182033 0.023252252 -0.1925196
## site1869 EAS -0.2182033 0.023252252 -0.1925196
## site1870 EAS -0.2182033 0.023252252 -0.1925196
## site1871 EAS -0.2182033 0.023252252 -0.1925196
## site1872 EAS -0.2182033 0.023252252 -0.1925196
## site1873 EAS -0.2182033 0.023252252 -0.1925196
## site1874 EAS -0.2182033 0.023252252 -0.1925196
## site1875 EAS -0.2182033 0.023252252 -0.1925196
## site1876 EAS -0.2182033 0.023252252 -0.1925196
## site1877 EAS -0.2182033 0.023252252 -0.1925196
## site1878 AFR -0.2182033 0.023252252 -0.1925196
## site1879 AFR 2.4192869 0.001963573 2.4462508
## site1880 AFR 2.4192869 0.001963573 2.4462508
## site1881 AFR -0.2182033 0.023252252 -0.1925196
## site1882 AFR -0.2182033 0.023252252 -0.1925196
## site1883 AFR -0.2182033 0.023252252 -0.1925196
## site1884 AFR -0.2182033 0.023252252 -0.1925196
## site1885 AFR -0.2182033 0.023252252 -0.1925196
## site1886 AFR -0.2182033 0.023252252 -0.1925196
## site1887 AFR -0.2182033 0.023252252 -0.1925196
## site1888 AFR -0.2182033 0.023252252 -0.1925196
## site1889 AFR -0.2182033 0.023252252 -0.1925196
## site1890 AFR -0.2182033 0.023252252 -0.1925196
## site1891 AFR -0.2182033 0.023252252 -0.1925196
## site1892 AFR 2.4192869 0.001963573 2.4462508
## site1893 AFR 2.4192869 0.001963573 2.4462508
## site1894 AFR -0.2182033 0.023252252 -0.1925196
## site1895 AFR 2.4192869 0.001963573 2.4462508
## site1896 AFR -0.2182033 0.023252252 -0.1925196
## site1897 AFR -0.2182033 0.023252252 -0.1925196
## site1898 AFR -0.2182033 0.023252252 -0.1925196
## site1899 AFR 2.4192869 0.001963573 2.4462508
## site1900 AFR 2.4192869 0.001963573 2.4462508
## site1901 AFR 2.4192869 0.001963573 2.4462508
## site1902 AFR 2.4192869 0.001963573 2.4462508
## site1903 AFR -0.2182033 0.023252252 -0.1925196
## site1904 AFR -0.2182033 0.023252252 -0.1925196
## site1905 AFR -0.2182033 0.023252252 -0.1925196
## site1906 AFR -0.2182033 0.023252252 -0.1925196
## site1907 EAS -0.2182033 0.023252252 -0.1925196
## site1908 EAS -0.2182033 0.023252252 -0.1925196
## site1909 EAS -0.2182033 0.023252252 -0.1925196
## site1910 EAS -0.2182033 0.023252252 -0.1925196
## site1911 EAS -0.2182033 0.023252252 -0.1925196
## site1912 EAS -0.2182033 0.023252252 -0.1925196
## site1913 EAS -0.2182033 0.023252252 -0.1925196
## site1914 EAS -0.2182033 0.023252252 -0.1925196
## site1915 EAS -0.2182033 0.023252252 -0.1925196
## site1916 EAS -0.2182033 0.023252252 -0.1925196
## site1917 EAS -0.2182033 0.023252252 -0.1925196
## site1918 EAS -0.2182033 0.023252252 -0.1925196
## site1919 EAS -0.2182033 0.023252252 -0.1925196
## site1920 EAS -0.2182033 0.023252252 -0.1925196
## site1921 EAS -0.2182033 0.023252252 -0.1925196
## site1922 EAS -0.2182033 0.023252252 -0.1925196
## site1923 EAS -0.2182033 0.023252252 -0.1925196
## site1924 EAS -0.2182033 0.023252252 -0.1925196
## site1925 EAS -0.2182033 0.023252252 -0.1925196
## site1926 EAS -0.2182033 0.023252252 -0.1925196
## site1927 EAS -0.2182033 0.023252252 -0.1925196
## site1928 EAS -0.2182033 0.023252252 -0.1925196
## site1929 EAS -0.2182033 0.023252252 -0.1925196
## site1930 EAS -0.2182033 0.023252252 -0.1925196
## site1931 EAS -0.2182033 0.023252252 -0.1925196
## site1932 EAS -0.2182033 0.023252252 -0.1925196
## site1933 EAS -0.2182033 0.023252252 -0.1925196
## site1934 EAS -0.2182033 0.023252252 -0.1925196
## site1935 EAS -0.2182033 0.023252252 -0.1925196
## site1936 EAS -0.2182033 0.023252252 -0.1925196
## site1937 EAS -0.2182033 0.023252252 -0.1925196
## site1938 EAS -0.2182033 0.023252252 -0.1925196
## site1939 EAS -0.2182033 0.023252252 -0.1925196
## site1940 EAS -0.2182033 0.023252252 -0.1925196
## site1941 EAS -0.2182033 0.023252252 -0.1925196
## site1942 EAS -0.2182033 0.023252252 -0.1925196
## site1943 EAS -0.2182033 0.023252252 -0.1925196
## site1944 EAS -0.2182033 0.023252252 -0.1925196
## site1945 EAS -0.2182033 0.023252252 -0.1925196
## site1946 EAS -0.2182033 0.023252252 -0.1925196
## site1947 EAS -0.2182033 0.023252252 -0.1925196
## site1948 EAS -0.2182033 0.023252252 -0.1925196
## site1949 EAS -0.2182033 0.023252252 -0.1925196
## site1950 EAS -0.2182033 0.023252252 -0.1925196
## site1951 EAS -0.2182033 0.023252252 -0.1925196
## site1952 EAS -0.2182033 0.023252252 -0.1925196
## site1953 EAS -0.2182033 0.023252252 -0.1925196
## site1954 EAS 2.4192869 0.001963573 2.4462508
## site1955 EAS 2.4192869 0.001963573 2.4462508
## site1956 EAS -0.2182033 0.023252252 -0.1925196
## site1957 EAS -0.2182033 0.023252252 -0.1925196
## site1958 EAS -0.2182033 0.023252252 -0.1925196
## site1959 EAS -0.2182033 0.023252252 -0.1925196
## site1960 EAS -0.2182033 0.023252252 -0.1925196
## site1961 EAS -0.2182033 0.023252252 -0.1925196
## site1962 EAS -0.2182033 0.023252252 -0.1925196
## site1963 EAS -0.2182033 0.023252252 -0.1925196
## site1964 EAS -0.2182033 0.023252252 -0.1925196
## site1965 EAS -0.2182033 0.023252252 -0.1925196
## site1966 EAS -0.2182033 0.023252252 -0.1925196
## site1967 EAS -0.2182033 0.023252252 -0.1925196
## site1968 EAS -0.2182033 0.023252252 -0.1925196
## site1969 EAS -0.2182033 0.023252252 -0.1925196
## site1970 EAS 2.4192869 0.001963573 2.4462508
## site1971 EAS -0.2182033 0.023252252 -0.1925196
## site1972 EAS -0.2182033 0.023252252 -0.1925196
## site1973 EAS -0.2182033 0.023252252 -0.1925196
## site1974 EAS -0.2182033 0.023252252 -0.1925196
## site1975 EAS -0.2182033 0.023252252 -0.1925196
## site1976 EAS -0.2182033 0.023252252 -0.1925196
## site1977 AFR 2.4192869 0.001963573 2.4462508
## site1978 AFR -0.2182033 0.023252252 -0.1925196
## site1979 AFR 37.6689747 -4.208685560 -32.8203048
## site1980 AFR 2.4192869 0.001963573 2.4462508
## site1981 AFR -0.2182033 0.023252252 -0.1925196
## site1982 AFR -0.2182033 0.023252252 -0.1925196
## site1983 AFR -0.2182033 0.023252252 -0.1925196
## site1984 AFR -0.2182033 0.023252252 -0.1925196
## site1985 AFR -0.2182033 0.023252252 -0.1925196
## site1986 AFR -0.2182033 0.023252252 -0.1925196
## site1987 AFR -0.2182033 0.023252252 -0.1925196
## site1988 AFR -0.2182033 0.023252252 -0.1925196
## site1989 AFR -0.2182033 0.023252252 -0.1925196
## site1990 AFR -0.2182033 0.023252252 -0.1925196
## site1991 AFR -0.2182033 0.023252252 -0.1925196
## site1992 AFR -0.2182033 0.023252252 -0.1925196
## site1993 AFR -0.2182033 0.023252252 -0.1925196
## site1994 AFR -0.2182033 0.023252252 -0.1925196
## site1995 EAS -0.2182033 0.023252252 -0.1925196
## site1996 EAS -0.2182033 0.023252252 -0.1925196
## site1997 EAS -0.2182033 0.023252252 -0.1925196
## site1998 EAS -0.2182033 0.023252252 -0.1925196
## site1999 EAS -0.2182033 0.023252252 -0.1925196
## site2000 EAS -0.2182033 0.023252252 -0.1925196
## site2001 EAS -0.2182033 0.023252252 -0.1925196
## site2002 EAS -0.2182033 0.023252252 -0.1925196
## site2003 EAS -0.2182033 0.023252252 -0.1925196
## site2004 EAS -0.2182033 0.023252252 -0.1925196
## site2005 EAS -0.2182033 0.023252252 -0.1925196
## site2006 EAS -0.2182033 0.023252252 -0.1925196
## site2007 EAS -0.2182033 0.023252252 -0.1925196
## site2008 EAS -0.2182033 0.023252252 -0.1925196
## site2009 EAS -0.2182033 0.023252252 -0.1925196
## site2010 EAS -0.2182033 0.023252252 -0.1925196
## site2011 EAS -0.2182033 0.023252252 -0.1925196
## site2012 EAS -0.2182033 0.023252252 -0.1925196
## site2013 EAS -0.2182033 0.023252252 -0.1925196
## site2014 EAS -0.2182033 0.023252252 -0.1925196
## site2015 EAS -0.2182033 0.023252252 -0.1925196
## site2016 EAS -0.2182033 0.023252252 -0.1925196
## site2017 EAS -0.2182033 0.023252252 -0.1925196
## site2018 EAS -0.2182033 0.023252252 -0.1925196
## site2019 EAS -0.2182033 0.023252252 -0.1925196
## site2020 EAS -0.2182033 0.023252252 -0.1925196
## site2021 EAS -0.2182033 0.023252252 -0.1925196
## site2022 EAS -0.2182033 0.023252252 -0.1925196
## site2023 EAS -0.2182033 0.023252252 -0.1925196
## site2024 EAS -0.2182033 0.023252252 -0.1925196
## site2025 EAS -0.2182033 0.023252252 -0.1925196
## site2026 EAS -0.2182033 0.023252252 -0.1925196
## site2027 EAS -0.2182033 0.023252252 -0.1925196
## site2028 EAS -0.2182033 0.023252252 -0.1925196
## site2029 AFR -0.2182033 0.023252252 -0.1925196
## site2030 AFR 2.4192869 0.001963573 2.4462508
## site2031 AFR -0.2182033 0.023252252 -0.1925196
## site2032 AFR 2.4192869 0.001963573 2.4462508
## site2033 AFR -0.2182033 0.023252252 -0.1925196
## site2034 AFR -0.2182033 0.023252252 -0.1925196
## site2035 AFR -0.2182033 0.023252252 -0.1925196
## site2036 AFR -0.2182033 0.023252252 -0.1925196
## site2037 AFR 2.4192869 0.001963573 2.4462508
## site2038 AFR -0.2182033 0.023252252 -0.1925196
## site2039 AFR -0.2182033 0.023252252 -0.1925196
## site2040 AFR 2.4192869 0.001963573 2.4462508
## site2041 AFR -0.2182033 0.023252252 -0.1925196
## site2042 AFR 2.4192869 0.001963573 2.4462508
## site2043 AFR 2.4192869 0.001963573 2.4462508
## site2044 AFR -0.2182033 0.023252252 -0.1925196
## site2045 AFR -0.2182033 0.023252252 -0.1925196
## site2046 AFR -0.2182033 0.023252252 -0.1925196
## site2047 AFR -0.2182033 0.023252252 -0.1925196
## site2048 AFR -0.2182033 0.023252252 -0.1925196
## site2049 AFR 2.4192869 0.001963573 2.4462508
## site2050 AFR -0.2182033 0.023252252 -0.1925196
## site2051 AFR -0.2182033 0.023252252 -0.1925196
## site2052 AFR -0.2182033 0.023252252 -0.1925196
## site2053 AFR -0.2182033 0.023252252 -0.1925196
## site2054 AFR -0.2182033 0.023252252 -0.1925196
## site2055 AFR 2.4192869 0.001963573 2.4462508
## site2056 AFR -0.2182033 0.023252252 -0.1925196
## site2057 AFR -0.2182033 0.023252252 -0.1925196
## site2058 AFR -0.2182033 0.023252252 -0.1925196
## site2059 AFR -0.2182033 0.023252252 -0.1925196
## site2060 AFR 2.4192869 0.001963573 2.4462508
## site2061 AFR -0.2182033 0.023252252 -0.1925196
## site2062 AFR -0.2182033 0.023252252 -0.1925196
## site2063 AFR -0.2182033 0.023252252 -0.1925196
## site2064 AFR 2.4192869 0.001963573 2.4462508
## site2065 AFR -0.2182033 0.023252252 -0.1925196
## site2066 AFR -0.2182033 0.023252252 -0.1925196
## site2067 AFR -0.2182033 0.023252252 -0.1925196
## site2068 AFR 2.4192869 0.001963573 2.4462508
## site2069 AFR 2.4192869 0.001963573 2.4462508
## site2070 AFR -0.2182033 0.023252252 -0.1925196
## site2071 AFR -0.2182033 0.023252252 -0.1925196
## site2072 AFR -0.2182033 0.023252252 -0.1925196
## site2073 AFR -0.2182033 0.023252252 -0.1925196
## site2074 AFR -0.2182033 0.023252252 -0.1925196
## site2075 AFR -0.2182033 0.023252252 -0.1925196
## site2076 AFR -0.2182033 0.023252252 -0.1925196
## site2077 AFR -0.2182033 0.023252252 -0.1925196
## site2078 AFR -0.2182033 0.023252252 -0.1925196
## site2079 AFR 2.4192869 0.001963573 2.4462508
## site2080 AFR -0.2182033 0.023252252 -0.1925196
## site2081 AFR -0.2182033 0.023252252 -0.1925196
## site2082 AFR -0.2182033 0.023252252 -0.1925196
## site2083 AFR 2.4192869 0.001963573 2.4462508
## site2084 AFR -0.2182033 0.023252252 -0.1925196
## site2085 AFR -0.2182033 0.023252252 -0.1925196
## site2086 AFR -0.2182033 0.023252252 -0.1925196
## site2087 AFR -0.2182033 0.023252252 -0.1925196
## site2088 AFR -0.2182033 0.023252252 -0.1925196
## site2089 AFR -0.2182033 0.023252252 -0.1925196
## site2090 AFR -0.2182033 0.023252252 -0.1925196
## site2091 AFR -0.2182033 0.023252252 -0.1925196
## site2092 AFR -0.2182033 0.023252252 -0.1925196
## site2093 AFR 2.4192869 0.001963573 2.4462508
## site2094 AFR -0.2182033 0.023252252 -0.1925196
## site2095 AFR -0.2182033 0.023252252 -0.1925196
## site2096 AFR 2.4192869 0.001963573 2.4462508
## site2097 AFR -0.2182033 0.023252252 -0.1925196
## site2098 AFR -0.2182033 0.023252252 -0.1925196
## site2099 AFR -0.2182033 0.023252252 -0.1925196
## site2100 AFR -0.2182033 0.023252252 -0.1925196
## site2101 AFR -0.2182033 0.023252252 -0.1925196
## site2102 AFR -0.2182033 0.023252252 -0.1925196
## site2103 AFR -0.2182033 0.023252252 -0.1925196
## site2104 AFR -0.2182033 0.023252252 -0.1925196
## site2105 AFR 2.4192869 0.001963573 2.4462508
## site2106 AFR -0.2182033 0.023252252 -0.1925196
## site2107 AFR -0.2182033 0.023252252 -0.1925196
## site2108 AFR 2.4192869 0.001963573 2.4462508
## site2109 AFR 2.4192869 0.001963573 2.4462508
## site2110 AFR -0.2182033 0.023252252 -0.1925196
## site2111 AFR -0.2182033 0.023252252 -0.1925196
## site2112 AFR -0.2182033 0.023252252 -0.1925196
## site2113 AFR -0.2182033 0.023252252 -0.1925196
## site2114 AFR -0.2182033 0.023252252 -0.1925196
## site2115 AFR 2.4192869 0.001963573 2.4462508
## site2116 AFR -0.2182033 0.023252252 -0.1925196
## site2117 AFR -0.2182033 0.023252252 -0.1925196
## site2118 AFR -0.2182033 0.023252252 -0.1925196
## site2119 AFR -0.2182033 0.023252252 -0.1925196
## site2120 AFR -0.2182033 0.023252252 -0.1925196
## site2121 AFR 2.4192869 0.001963573 2.4462508
## site2122 AFR -0.2182033 0.023252252 -0.1925196
## site2123 AFR -0.2182033 0.023252252 -0.1925196
## site2124 AFR -0.2182033 0.023252252 -0.1925196
## site2125 AFR -0.2182033 0.023252252 -0.1925196
## site2126 AFR -0.2182033 0.023252252 -0.1925196
## site2127 AFR -0.2182033 0.023252252 -0.1925196
## site2128 AFR -0.2182033 0.023252252 -0.1925196
## site2129 AFR -0.2182033 0.023252252 -0.1925196
## site2130 AFR -0.2182033 0.023252252 -0.1925196
## site2131 AFR -0.2182033 0.023252252 -0.1925196
## site2132 AFR 2.4192869 0.001963573 2.4462508
## site2133 AFR -0.2182033 0.023252252 -0.1925196
## site2134 AFR -0.2182033 0.023252252 -0.1925196
## site2135 AFR 2.4192869 0.001963573 2.4462508
## site2136 AFR 2.4192869 0.001963573 2.4462508
## site2137 AFR -0.2182033 0.023252252 -0.1925196
## site2138 AFR -0.2182033 0.023252252 -0.1925196
## site2139 AFR 2.4192869 0.001963573 2.4462508
## site2140 AFR -0.2182033 0.023252252 -0.1925196
## site2141 AFR -0.2182033 0.023252252 -0.1925196
## site2142 AFR 2.4192869 0.001963573 2.4462508
## site2143 AFR -0.2182033 0.023252252 -0.1925196
## site2144 AFR 2.4192869 0.001963573 2.4462508
## site2145 AFR -0.2182033 0.023252252 -0.1925196
## site2146 AFR 2.4192869 0.001963573 2.4462508
## site2147 AFR -0.2182033 0.023252252 -0.1925196
## site2148 AFR -0.2182033 0.023252252 -0.1925196
## site2149 AFR 2.4192869 0.001963573 2.4462508
## site2150 AFR 2.4192869 0.001963573 2.4462508
## site2151 AFR -0.2182033 0.023252252 -0.1925196
## site2152 AFR -0.2182033 0.023252252 -0.1925196
## site2153 AFR 2.4192869 0.001963573 2.4462508
## site2154 AFR -0.2182033 0.023252252 -0.1925196
## site2155 AFR 2.4192869 0.001963573 2.4462508
## site2156 AFR -0.2182033 0.023252252 -0.1925196
## site2157 AFR -0.2182033 0.023252252 -0.1925196
## site2158 AFR -0.2182033 0.023252252 -0.1925196
## site2159 AFR 2.4192869 0.001963573 2.4462508
## site2160 AFR -0.2182033 0.023252252 -0.1925196
## site2161 AFR -0.2182033 0.023252252 -0.1925196
## site2162 AFR 2.4192869 0.001963573 2.4462508
## site2163 AFR -0.2182033 0.023252252 -0.1925196
## site2164 AFR -0.2182033 0.023252252 -0.1925196
## site2165 AFR 2.4192869 0.001963573 2.4462508
## site2166 AFR 2.4192869 0.001963573 2.4462508
## site2167 AFR 2.4192869 0.001963573 2.4462508
## site2168 AFR -0.2182033 0.023252252 -0.1925196
## site2169 AFR -0.2182033 0.023252252 -0.1925196
## site2170 AFR -0.2182033 0.023252252 -0.1925196
## site2171 AMR -0.2182033 0.023252252 -0.1925196
## site2172 AMR -0.2182033 0.023252252 -0.1925196
## site2173 AMR -0.2182033 0.023252252 -0.1925196
## site2174 AMR -0.2182033 0.023252252 -0.1925196
## site2175 AMR -0.2182033 0.023252252 -0.1925196
## site2176 AMR -0.2182033 0.023252252 -0.1925196
## site2177 AMR -0.2182033 0.023252252 -0.1925196
## site2178 AMR -0.2182033 0.023252252 -0.1925196
## site2179 AMR -0.2182033 0.023252252 -0.1925196
## site2180 AMR -0.2182033 0.023252252 -0.1925196
## site2181 AMR -0.2182033 0.023252252 -0.1925196
## site2182 AMR -0.2182033 0.023252252 -0.1925196
## site2183 AMR -0.2182033 0.023252252 -0.1925196
## site2184 AMR -0.2182033 0.023252252 -0.1925196
## site2185 AMR -0.2182033 0.023252252 -0.1925196
## site2186 AMR -0.2182033 0.023252252 -0.1925196
## site2187 AMR -0.2182033 0.023252252 -0.1925196
## site2188 AMR -0.2182033 0.023252252 -0.1925196
## site2189 AMR -0.2182033 0.023252252 -0.1925196
## site2190 AFR -0.2182033 0.023252252 -0.1925196
## site2191 AFR -0.2182033 0.023252252 -0.1925196
## site2192 AFR -0.2182033 0.023252252 -0.1925196
## site2193 AFR 2.4192869 0.001963573 2.4462508
## site2194 AFR -0.2182033 0.023252252 -0.1925196
## site2195 AFR -0.2182033 0.023252252 -0.1925196
## site2196 AFR -0.2182033 0.023252252 -0.1925196
## site2197 AFR -0.2182033 0.023252252 -0.1925196
## site2198 AMR -0.2182033 0.023252252 -0.1925196
## site2199 AMR -0.2182033 0.023252252 -0.1925196
## site2200 AMR -0.2182033 0.023252252 -0.1925196
## site2201 AMR -0.2182033 0.023252252 -0.1925196
## site2202 AMR -0.2182033 0.023252252 -0.1925196
## site2203 AMR -0.2182033 0.023252252 -0.1925196
## site2204 AMR -0.2182033 0.023252252 -0.1925196
## site2205 AMR 2.4192869 0.001963573 2.4462508
## site2206 AMR -0.2182033 0.023252252 -0.1925196
## site2207 AMR -0.2182033 0.023252252 -0.1925196
## site2208 AMR -0.2182033 0.023252252 -0.1925196
## site2209 AMR -0.2182033 0.023252252 -0.1925196
## site2210 AMR -0.2182033 0.023252252 -0.1925196
## site2211 AMR -0.2182033 0.023252252 -0.1925196
## site2212 AMR -0.2182033 0.023252252 -0.1925196
## site2213 AMR -0.2182033 0.023252252 -0.1925196
## site2214 AMR -0.2182033 0.023252252 -0.1925196
## site2215 AMR -0.2182033 0.023252252 -0.1925196
## site2216 AMR -0.2182033 0.023252252 -0.1925196
## site2217 AMR -0.2182033 0.023252252 -0.1925196
## site2218 AMR -0.2182033 0.023252252 -0.1925196
## site2219 AMR -0.2182033 0.023252252 -0.1925196
## site2220 AMR -0.2182033 0.023252252 -0.1925196
## site2221 AMR -0.2182033 0.023252252 -0.1925196
## site2222 AMR -0.2182033 0.023252252 -0.1925196
## site2223 AMR -0.2182033 0.023252252 -0.1925196
## site2224 AMR -0.2182033 0.023252252 -0.1925196
## site2225 AMR -0.2182033 0.023252252 -0.1925196
## site2226 AMR -0.2182033 0.023252252 -0.1925196
## site2227 AMR -0.2182033 0.023252252 -0.1925196
## site2228 AMR -0.2182033 0.023252252 -0.1925196
## site2229 AMR -0.2182033 0.023252252 -0.1925196
## site2230 AMR -0.2182033 0.023252252 -0.1925196
## site2231 AMR -0.2182033 0.023252252 -0.1925196
## site2232 AMR -0.2182033 0.023252252 -0.1925196
## site2233 AMR -0.2182033 0.023252252 -0.1925196
## site2234 AMR -0.2182033 0.023252252 -0.1925196
## site2235 AMR -0.2182033 0.023252252 -0.1925196
## site2236 AMR -0.2182033 0.023252252 -0.1925196
## site2237 AMR -0.2182033 0.023252252 -0.1925196
## site2238 AMR -0.2182033 0.023252252 -0.1925196
## site2239 AMR -0.2182033 0.023252252 -0.1925196
## site2240 AMR -0.2182033 0.023252252 -0.1925196
## site2241 AMR -0.2182033 0.023252252 -0.1925196
## site2242 AMR -0.2182033 0.023252252 -0.1925196
## site2243 AFR -0.2182033 0.023252252 -0.1925196
## site2244 AFR -0.2182033 0.023252252 -0.1925196
## site2245 AFR -0.2182033 0.023252252 -0.1925196
## site2246 AFR 2.4192869 0.001963573 2.4462508
## site2247 AFR -0.2182033 0.023252252 -0.1925196
## site2248 AFR 2.4192869 0.001963573 2.4462508
## site2249 AFR -0.2182033 0.023252252 -0.1925196
## site2250 AFR -0.2182033 0.023252252 -0.1925196
## site2251 AFR -0.2182033 0.023252252 -0.1925196
## site2252 AFR -0.2182033 0.023252252 -0.1925196
## site2253 AFR 2.4192869 0.001963573 2.4462508
## site2254 AFR -0.2182033 0.023252252 -0.1925196
## site2255 AFR -0.2182033 0.023252252 -0.1925196
## site2256 AFR -0.2182033 0.023252252 -0.1925196
## site2257 AFR -0.2182033 0.023252252 -0.1925196
## site2258 AFR -0.2182033 0.023252252 -0.1925196
## site2259 AFR -0.2182033 0.023252252 -0.1925196
## site2260 AFR -0.2182033 0.023252252 -0.1925196
## site2261 AFR -0.2182033 0.023252252 -0.1925196
## site2262 AFR -0.2182033 0.023252252 -0.1925196
## site2263 AFR -0.2182033 0.023252252 -0.1925196
## site2264 AFR -0.2182033 0.023252252 -0.1925196
## site2265 AFR 2.4192869 0.001963573 2.4462508
## site2266 AFR 2.4192869 0.001963573 2.4462508
## site2267 AFR -0.2182033 0.023252252 -0.1925196
## site2268 AFR 2.4192869 0.001963573 2.4462508
## site2269 AFR 2.4192869 0.001963573 2.4462508
## site2270 AFR 2.4192869 0.001963573 2.4462508
## site2271 AFR -0.2182033 0.023252252 -0.1925196
## site2272 AFR -0.2182033 0.023252252 -0.1925196
## site2273 AFR -0.2182033 0.023252252 -0.1925196
## site2274 AFR -0.2182033 0.023252252 -0.1925196
## site2275 AFR -0.2182033 0.023252252 -0.1925196
## site2276 AFR -0.2182033 0.023252252 -0.1925196
## site2277 AFR -0.2182033 0.023252252 -0.1925196
## site2278 AFR -0.2182033 0.023252252 -0.1925196
## site2279 AFR -0.2182033 0.023252252 -0.1925196
## site2280 AFR -0.2182033 0.023252252 -0.1925196
## site2281 AFR -0.2182033 0.023252252 -0.1925196
## site2282 AFR -0.2182033 0.023252252 -0.1925196
## site2283 AFR -0.2182033 0.023252252 -0.1925196
## site2284 AFR -0.2182033 0.023252252 -0.1925196
## site2285 AFR -0.2182033 0.023252252 -0.1925196
## site2286 AFR -0.2182033 0.023252252 -0.1925196
## site2287 AFR -0.2182033 0.023252252 -0.1925196
## site2288 AFR 2.4192869 0.001963573 2.4462508
## site2289 AFR 2.4192869 0.001963573 2.4462508
## site2290 AFR -0.2182033 0.023252252 -0.1925196
## site2291 AFR -0.2182033 0.023252252 -0.1925196
## site2292 AFR -0.2182033 0.023252252 -0.1925196
## site2293 AFR 2.4192869 0.001963573 2.4462508
## site2294 AFR 2.4192869 0.001963573 2.4462508
## site2295 EUR -0.2182033 0.023252252 -0.1925196
## site2296 EUR -0.2182033 0.023252252 -0.1925196
## site2297 EUR -0.2182033 0.023252252 -0.1925196
## site2298 EUR -0.2182033 0.023252252 -0.1925196
## site2299 EUR -0.2182033 0.023252252 -0.1925196
## site2300 EUR -0.2182033 0.023252252 -0.1925196
## site2301 EUR -0.2182033 0.023252252 -0.1925196
## site2302 EUR -0.2182033 0.023252252 -0.1925196
## site2303 EUR -0.2182033 0.023252252 -0.1925196
## site2304 EUR -0.2182033 0.023252252 -0.1925196
## site2305 EUR -0.2182033 0.023252252 -0.1925196
## site2306 EUR -0.2182033 0.023252252 -0.1925196
## site2307 EUR -0.2182033 0.023252252 -0.1925196
## site2308 EUR -0.2182033 0.023252252 -0.1925196
## site2309 EUR -0.2182033 0.023252252 -0.1925196
## site2310 EUR -0.2182033 0.023252252 -0.1925196
## site2311 EUR -0.2182033 0.023252252 -0.1925196
## site2312 EUR -0.2182033 0.023252252 -0.1925196
## site2313 EUR -0.2182033 0.023252252 -0.1925196
## site2314 EUR -0.2182033 0.023252252 -0.1925196
## site2315 EUR -0.2182033 0.023252252 -0.1925196
## site2316 EUR -0.2182033 0.023252252 -0.1925196
## site2317 EUR -0.2182033 0.023252252 -0.1925196
## site2318 EUR -0.2182033 0.023252252 -0.1925196
## site2319 EUR -0.2182033 0.023252252 -0.1925196
## site2320 EUR -0.2182033 0.023252252 -0.1925196
## site2321 EUR -0.2182033 0.023252252 -0.1925196
## site2322 EUR -0.2182033 0.023252252 -0.1925196
## site2323 EUR -0.2182033 0.023252252 -0.1925196
## site2324 EUR -0.2182033 0.023252252 -0.1925196
## site2325 EUR -0.2182033 0.023252252 -0.1925196
## site2326 EUR -0.2182033 0.023252252 -0.1925196
## site2327 EUR -0.2182033 0.023252252 -0.1925196
## site2328 EUR -0.2182033 0.023252252 -0.1925196
## site2329 EUR -0.2182033 0.023252252 -0.1925196
## site2330 EUR -0.2182033 0.023252252 -0.1925196
## site2331 EUR -0.2182033 0.023252252 -0.1925196
## site2332 EUR -0.2182033 0.023252252 -0.1925196
## site2333 EUR -0.2182033 0.023252252 -0.1925196
## site2334 EUR -0.2182033 0.023252252 -0.1925196
## site2335 EUR -0.2182033 0.023252252 -0.1925196
## site2336 EUR -0.2182033 0.023252252 -0.1925196
## site2337 EUR -0.2182033 0.023252252 -0.1925196
## site2338 EUR -0.2182033 0.023252252 -0.1925196
## site2339 EUR -0.2182033 0.023252252 -0.1925196
## site2340 EUR -0.2182033 0.023252252 -0.1925196
## site2341 EUR -0.2182033 0.023252252 -0.1925196
## site2342 EUR -0.2182033 0.023252252 -0.1925196
## site2343 EUR -0.2182033 0.023252252 -0.1925196
## site2344 EUR -0.2182033 0.023252252 -0.1925196
## site2345 EUR -0.2182033 0.023252252 -0.1925196
## site2346 EUR -0.2182033 0.023252252 -0.1925196
## site2347 EUR -0.2182033 0.023252252 -0.1925196
## site2348 EUR -0.2182033 0.023252252 -0.1925196
## site2349 EUR -0.2182033 0.023252252 -0.1925196
## site2350 EUR -0.2182033 0.023252252 -0.1925196
## site2351 EUR 2.4192869 0.001963573 2.4462508
## site2352 EUR -0.2182033 0.023252252 -0.1925196
## site2353 EUR -0.2182033 0.023252252 -0.1925196
## site2354 EUR -0.2182033 0.023252252 -0.1925196
## site2355 EUR -0.2182033 0.023252252 -0.1925196
## site2356 EUR -0.2182033 0.023252252 -0.1925196
## site2357 EUR -0.2182033 0.023252252 -0.1925196
## site2358 EUR -0.2182033 0.023252252 -0.1925196
## site2359 EUR -0.2182033 0.023252252 -0.1925196
## site2360 EUR -0.2182033 0.023252252 -0.1925196
## site2361 EUR -0.2182033 0.023252252 -0.1925196
## site2362 EUR -0.2182033 0.023252252 -0.1925196
## site2363 EUR -0.2182033 0.023252252 -0.1925196
## site2364 EUR -0.2182033 0.023252252 -0.1925196
## site2365 EUR -0.2182033 0.023252252 -0.1925196
## site2366 EUR -0.2182033 0.023252252 -0.1925196
## site2367 EUR -0.2182033 0.023252252 -0.1925196
## site2368 EUR -0.2182033 0.023252252 -0.1925196
## site2369 EUR -0.2182033 0.023252252 -0.1925196
## site2370 EUR -0.2182033 0.023252252 -0.1925196
## site2371 EUR -0.2182033 0.023252252 -0.1925196
## site2372 EUR -0.2182033 0.023252252 -0.1925196
## site2373 EUR -0.2182033 0.023252252 -0.1925196
## site2374 EUR -0.2182033 0.023252252 -0.1925196
## site2375 EUR -0.2182033 0.023252252 -0.1925196
## site2376 EUR -0.2182033 0.023252252 -0.1925196
## site2377 EUR -0.2182033 0.023252252 -0.1925196
## site2378 EUR -0.2182033 0.023252252 -0.1925196
## site2379 EUR -0.2182033 0.023252252 -0.1925196
## site2380 EUR -0.2182033 0.023252252 -0.1925196
## site2381 EUR -0.2182033 0.023252252 -0.1925196
## site2382 EUR -0.2182033 0.023252252 -0.1925196
## site2383 EUR -0.2182033 0.023252252 -0.1925196
## site2384 EUR -0.2182033 0.023252252 -0.1925196
## site2385 EUR -0.2182033 0.023252252 -0.1925196
## site2386 EUR -0.2182033 0.023252252 -0.1925196
## site2387 EUR -0.2182033 0.023252252 -0.1925196
## site2388 EUR -0.2182033 0.023252252 -0.1925196
## site2389 EUR -0.2182033 0.023252252 -0.1925196
## site2390 EUR -0.2182033 0.023252252 -0.1925196
## site2391 EUR -0.2182033 0.023252252 -0.1925196
## site2392 EUR -0.2182033 0.023252252 -0.1925196
## site2393 EUR -0.2182033 0.023252252 -0.1925196
## site2394 EUR -0.2182033 0.023252252 -0.1925196
## site2395 EUR -0.2182033 0.023252252 -0.1925196
## site2396 EUR -0.2182033 0.023252252 -0.1925196
## site2397 EUR -0.2182033 0.023252252 -0.1925196
## site2398 EUR -0.2182033 0.023252252 -0.1925196
## site2399 EUR -0.2182033 0.023252252 -0.1925196
## site2400 EUR -0.2182033 0.023252252 -0.1925196
## site2401 EUR -0.2182033 0.023252252 -0.1925196
## site2402 SAS -0.2182033 0.023252252 -0.1925196
## site2403 SAS -0.2182033 0.023252252 -0.1925196
## site2404 SAS -0.2182033 0.023252252 -0.1925196
## site2405 SAS -0.2182033 0.023252252 -0.1925196
## site2406 SAS -0.2182033 0.023252252 -0.1925196
## site2407 SAS -0.2182033 0.023252252 -0.1925196
## site2408 SAS -0.2182033 0.023252252 -0.1925196
## site2409 SAS -0.2182033 0.023252252 -0.1925196
## site2410 SAS -0.2182033 0.023252252 -0.1925196
## site2411 SAS -0.2182033 0.023252252 -0.1925196
## site2412 SAS -0.2182033 0.023252252 -0.1925196
## site2413 SAS -0.2182033 0.023252252 -0.1925196
## site2414 SAS -0.2182033 0.023252252 -0.1925196
## site2415 SAS 2.4192869 0.001963573 2.4462508
## site2416 SAS -0.2182033 0.023252252 -0.1925196
## site2417 SAS -0.2182033 0.023252252 -0.1925196
## site2418 SAS 2.4192869 0.001963573 2.4462508
## site2419 SAS -0.2182033 0.023252252 -0.1925196
## site2420 SAS -0.2182033 0.023252252 -0.1925196
## site2421 SAS -0.2182033 0.023252252 -0.1925196
## site2422 SAS -0.2182033 0.023252252 -0.1925196
## site2423 SAS -0.2182033 0.023252252 -0.1925196
## site2424 SAS -0.2182033 0.023252252 -0.1925196
## site2425 SAS -0.2182033 0.023252252 -0.1925196
## site2426 SAS -0.2182033 0.023252252 -0.1925196
## site2427 SAS -0.2182033 0.023252252 -0.1925196
## site2428 SAS -0.2182033 0.023252252 -0.1925196
## site2429 SAS -0.2182033 0.023252252 -0.1925196
## site2430 SAS -0.2182033 0.023252252 -0.1925196
## site2431 SAS -0.2182033 0.023252252 -0.1925196
## site2432 SAS -0.2182033 0.023252252 -0.1925196
## site2433 SAS -0.2182033 0.023252252 -0.1925196
## site2434 SAS -0.2182033 0.023252252 -0.1925196
## site2435 SAS -0.2182033 0.023252252 -0.1925196
## site2436 SAS -0.2182033 0.023252252 -0.1925196
## site2437 SAS -0.2182033 0.023252252 -0.1925196
## site2438 SAS -0.2182033 0.023252252 -0.1925196
## site2439 SAS -0.2182033 0.023252252 -0.1925196
## site2440 SAS -0.2182033 0.023252252 -0.1925196
## site2441 SAS -0.2182033 0.023252252 -0.1925196
## site2442 SAS -0.2182033 0.023252252 -0.1925196
## site2443 SAS -0.2182033 0.023252252 -0.1925196
## site2444 SAS -0.2182033 0.023252252 -0.1925196
## site2445 SAS -0.2182033 0.023252252 -0.1925196
## site2446 SAS -0.2182033 0.023252252 -0.1925196
## site2447 SAS -0.2182033 0.023252252 -0.1925196
## site2448 SAS -0.2182033 0.023252252 -0.1925196
## site2449 SAS -0.2182033 0.023252252 -0.1925196
## site2450 SAS -0.2182033 0.023252252 -0.1925196
## site2451 SAS -0.2182033 0.023252252 -0.1925196
## site2452 SAS -0.2182033 0.023252252 -0.1925196
## site2453 SAS -0.2182033 0.023252252 -0.1925196
## site2454 SAS -0.2182033 0.023252252 -0.1925196
## site2455 SAS -0.2182033 0.023252252 -0.1925196
## site2456 SAS -0.2182033 0.023252252 -0.1925196
## site2457 SAS -0.2182033 0.023252252 -0.1925196
## site2458 SAS -0.2182033 0.023252252 -0.1925196
## site2459 SAS -0.2182033 0.023252252 -0.1925196
## site2460 SAS -0.2182033 0.023252252 -0.1925196
## site2461 SAS -0.2182033 0.023252252 -0.1925196
## site2462 SAS -0.2182033 0.023252252 -0.1925196
## site2463 SAS -0.2182033 0.023252252 -0.1925196
## site2464 SAS -0.2182033 0.023252252 -0.1925196
## site2465 SAS -0.2182033 0.023252252 -0.1925196
## site2466 SAS -0.2182033 0.023252252 -0.1925196
## site2467 SAS -0.2182033 0.023252252 -0.1925196
## site2468 SAS -0.2182033 0.023252252 -0.1925196
## site2469 SAS -0.2182033 0.023252252 -0.1925196
## site2470 SAS -0.2182033 0.023252252 -0.1925196
## site2471 SAS -0.2182033 0.023252252 -0.1925196
## site2472 SAS -0.2182033 0.023252252 -0.1925196
## site2473 SAS -0.2182033 0.023252252 -0.1925196
## site2474 SAS -0.2182033 0.023252252 -0.1925196
## site2475 SAS -0.2182033 0.023252252 -0.1925196
## site2476 SAS -0.2182033 0.023252252 -0.1925196
## site2477 SAS -0.2182033 0.023252252 -0.1925196
## site2478 SAS -0.2182033 0.023252252 -0.1925196
## site2479 SAS -0.2182033 0.023252252 -0.1925196
## site2480 SAS -0.2182033 0.023252252 -0.1925196
## site2481 SAS -0.2182033 0.023252252 -0.1925196
## site2482 SAS -0.2182033 0.023252252 -0.1925196
## site2483 SAS -0.2182033 0.023252252 -0.1925196
## site2484 SAS -0.2182033 0.023252252 -0.1925196
## site2485 SAS -0.2182033 0.023252252 -0.1925196
## site2486 SAS -0.2182033 0.023252252 -0.1925196
## site2487 SAS -0.2182033 0.023252252 -0.1925196
## site2488 SAS -0.2182033 0.023252252 -0.1925196
## site2489 SAS -0.2182033 0.023252252 -0.1925196
## site2490 SAS -0.2182033 0.023252252 -0.1925196
## site2491 SAS -0.2182033 0.023252252 -0.1925196
## site2492 SAS -0.2182033 0.023252252 -0.1925196
## site2493 SAS -0.2182033 0.023252252 -0.1925196
## site2494 SAS -0.2182033 0.023252252 -0.1925196
## site2495 SAS -0.2182033 0.023252252 -0.1925196
## site2496 SAS -0.2182033 0.023252252 -0.1925196
## site2497 SAS 2.4192869 0.001963573 2.4462508
## site2498 SAS -0.2182033 0.023252252 -0.1925196
## site2499 SAS -0.2182033 0.023252252 -0.1925196
## site2500 SAS -0.2182033 0.023252252 -0.1925196
## site2501 SAS -0.2182033 0.023252252 -0.1925196
## site2502 SAS -0.2182033 0.023252252 -0.1925196
## site2503 SAS -0.2182033 0.023252252 -0.1925196
## site2504 SAS -0.2182033 0.023252252 -0.1925196my_meta_var_PC123[1]## [1] 35.635my_meta_var_PC123[2]## [1] NAPlot the results
Plot PC1 vs. PC2
ggpubr::ggscatter(data = vcf_pca_scores2,
y = "PC2",
x = "PC1",
color = "super_pop",
shape = "super_pop",
main = "PCA Scatterplot",
xlab = "PC1 (1.5% of variation)",
ylab = "PC2 (1.1% of variation)")
Plot PC2 vs. PC3
ggpubr::ggscatter(data = vcf_pca_scores2,
y = "PC3",
x = "PC2",
color = "super_pop",
shape = "super_pop",
main = "PCA Scatterplot",
xlab = "PC2 (1.1% of variation)",
ylab = "PC3 (1.05% of variation)")
Plot PC1 VS PC3
ggpubr::ggscatter(data = vcf_pca_scores2,
y = "PC3",
x = "PC1",
color = "super_pop",
shape = "super_pop",
main = "PCA Scatterplot",
xlab = "PC1 (1.5% of variation)",
ylab = "PC3 (1.05% of variation)")