Learning objectives

Introduction

The data we are using to practice working with SNPs in VCF files comes from a paper in Molecular Ecology by Jennifer Walsh called “Subspecies delineation amid phenotypic, geographic and genetic discordance in a songbird.” The goal of the paper is to compare traditional ways of classifying different populations and subspecies of Ammodramus sparrow with morphology and genetic data. In order to do this analysis, though, we need to prepare the data.

Missing data is common in SNP datasets, especially in samples from wild animals where the amount of DNA collected may be small. We can fill in (impute) missing data through methods such as mean imputation. However, if there’s lots of NAs we may want to consider removing samples (in this case birds) for which we’d have to impute many - if not most - of their SNPs. That is to say - if we have to impute a lot of the data for the sample, we’d be better off just removing the sample.

When to remove and when to impute?

There are no strict rules for many of the decisions you have to make when doing data analysis, especially when it comes to preparation and cleaning steps like removing or imputing NAs.

In this study, the authors state:

“we removed any individuals that were missing data at more than 50% of the SNPs.”

This is an arbitrary decision - they could have chosen 60% or 25%. It is therefore called a researcher degree of freedom because they are free to chose what to do, and someone else may have made a different choice.

This type of decision is very common in data analysis, and needs to be documented and justified. Posting the raw data, as the authors have, allows other researchers to explore the consequences of a different choice.

In this exercise we will show how you can remove rows of data if it is necessary. We’ll use the handy functions which() and is.na() and a common programming tool called a for() loop.

Note we are removing individual samples, which are represented by rows in the data. Elsewhere in our protocol we remove columns, for example if all the columns have the same genotype.

Preliminaries

Load the vcfR package with library()`:

library(vcfR) 
## Warning: package 'vcfR' was built under R version 4.2.2
## 
##    *****       ***   vcfR   ***       *****
##    This is vcfR 1.13.0 
##      browseVignettes('vcfR') # Documentation
##      citation('vcfR') # Citation
##    *****       *****      *****       *****

Make sure that your working directory is set to the location of the file all_loci.vcf.

getwd()                    
## [1] "C:/Users/arhat/Desktop/Computatational Biology"
list.files()
##  [1] "Alggomerative Hierachial Cluster.Rmd"
##  [2] "all_loci-1.vcf"                      
##  [3] "all_loci.vcf"                        
##  [4] "bird_snps_remove_NAs.Rmd"            
##  [5] "code_checkpoint_vcfR.Rmd"            
##  [6] "my_snp"                              
##  [7] "removing_fixed_alleles.html"         
##  [8] "removing_fixed_alleles.Rmd"          
##  [9] "rsconnect"                           
## [10] "Test.docx"                           
## [11] "Test.Rmd"                            
## [12] "transpose_VCF_data.html"             
## [13] "transpose_VCF_data.Rmd"              
## [14] "vcfR_test.vcf"                       
## [15] "vcfR_test.vcf.gz"                    
## [16] "walsh2017morphology.csv"             
## [17] "working_directory_practice.html"     
## [18] "working_directory_practice.Rmd"
list.files(pattern = "vcf")
## [1] "all_loci-1.vcf"           "all_loci.vcf"            
## [3] "code_checkpoint_vcfR.Rmd" "vcfR_test.vcf"           
## [5] "vcfR_test.vcf.gz"

Data preparation

Load data

Load the all_loci.vcf file into an R data object with vcfR::read.vcfR().

bird_snps <- vcfR::read.vcfR("all_loci.vcf") 
## Scanning file to determine attributes.
## File attributes:
##   meta lines: 8
##   header_line: 9
##   variant count: 1929
##   column count: 81
## 
Meta line 8 read in.
## All meta lines processed.
## gt matrix initialized.
## Character matrix gt created.
##   Character matrix gt rows: 1929
##   Character matrix gt cols: 81
##   skip: 0
##   nrows: 1929
##   row_num: 0
## 
Processed variant 1000
Processed variant: 1929
## All variants processed
cat("Note - if this didn't work you may not have your working directory set")
## Note - if this didn't work you may not have your working directory set

Get genotype scores (allele counts)

Use vcfR::extract.gt() to get the genotype scores.

bird_snps_num <- vcfR::extract.gt(bird_snps,
           element = "GT",
           IDtoRowNames  = F,
           as.numeric = T,
           convertNA = T,
           return.alleles = F)

Transpose data

Transpose the data with t() so that it has the proper orientation.

# add t()
bird_snps_num_t <- (bird_snps_num) # TODO

Convert the matrix to a dataframe.

# add data.frame()
bird_snps_num_df <- (bird_snps_num_t) # TODO

Removing NAs

In order to deal with NAs you must first locate them.

Locating NAs in rows

In this paper, the author’s state that they removed from their analysis data an individual (row) that had missing values (NAs) for >50% of the SNPs. First we need to find them.

NAs can be detected in R using is.na().

Let’s take a look at how many NAs are in the first row of the data. We’ll use bracket notation of [1, ] to look at the row.

# Add is.na() and select the first row 
## using [1, ]
NAs_row_01 <- is.na(bird_snps_num_t) #TODO

is.na() returns a logical vector of TRUE and FALSE values.

Look at the output of is.na() with head().

# call head() on the vector NAs_row_01
head(NAs_row_01)  # TODO
##      sample_ACAAA_Nel3 sample_ACAGTG_Nel5 sample_AGCAT_Nel8
## [1,]             FALSE              FALSE             FALSE
## [2,]             FALSE              FALSE             FALSE
## [3,]             FALSE              FALSE             FALSE
## [4,]             FALSE              FALSE             FALSE
## [5,]             FALSE              FALSE             FALSE
## [6,]             FALSE              FALSE             FALSE
##      sample_ATGAAAC_Nel10 sample_ATGAAAC_Nel15 sample_CGATGT_Nel4
## [1,]                FALSE                FALSE              FALSE
## [2,]                FALSE                FALSE              FALSE
## [3,]                FALSE                FALSE              FALSE
## [4,]                FALSE                FALSE              FALSE
## [5,]                FALSE                FALSE              FALSE
## [6,]                FALSE                FALSE              FALSE
##      sample_CTAGC_Nel7 sample_CTGTA_Nel12 sample_CTGTA_Nel9 sample_CTTGA_Nel2
## [1,]             FALSE              FALSE             FALSE             FALSE
## [2,]             FALSE              FALSE             FALSE             FALSE
## [3,]             FALSE              FALSE             FALSE             FALSE
## [4,]             FALSE              FALSE             FALSE             FALSE
## [5,]             FALSE              FALSE             FALSE             FALSE
## [6,]             FALSE              FALSE             FALSE             FALSE
##      sample_GGACCTA_Nel11 sample_GGACCTA_Nel13 sample_GTATT_Nel14
## [1,]                FALSE                FALSE              FALSE
## [2,]                FALSE                FALSE              FALSE
## [3,]                FALSE                FALSE              FALSE
## [4,]                FALSE                FALSE              FALSE
## [5,]                FALSE                FALSE              FALSE
## [6,]                FALSE                FALSE              FALSE
##      sample_TCACC_Nel6 sample_TGACCA_Nel1 sample_AAAAGTT_Alt12
## [1,]             FALSE              FALSE                FALSE
## [2,]             FALSE              FALSE                FALSE
## [3,]             FALSE              FALSE                FALSE
## [4,]             FALSE              FALSE                FALSE
## [5,]             FALSE              FALSE                FALSE
## [6,]             FALSE              FALSE                FALSE
##      sample_ACAAA_Alt11 sample_ACAGTG_Alt3 sample_AGCCC_Alt13
## [1,]              FALSE              FALSE              FALSE
## [2,]              FALSE              FALSE              FALSE
## [3,]              FALSE              FALSE              FALSE
## [4,]              FALSE              FALSE              FALSE
## [5,]              FALSE              FALSE              FALSE
## [6,]              FALSE              FALSE              FALSE
##      sample_ATCACG_Alt5 sample_ATCACG_Alt7 sample_CGATGT_Alt1
## [1,]              FALSE              FALSE              FALSE
## [2,]              FALSE              FALSE              FALSE
## [3,]              FALSE              FALSE              FALSE
## [4,]              FALSE              FALSE              FALSE
## [5,]              FALSE              FALSE              FALSE
## [6,]              FALSE              FALSE              FALSE
##      sample_CTGTA_Alt14 sample_CTTGA_Alt10 sample_GAATTCA_Alt15
## [1,]              FALSE              FALSE                FALSE
## [2,]              FALSE              FALSE                FALSE
## [3,]              FALSE              FALSE                FALSE
## [4,]              FALSE              FALSE                FALSE
## [5,]              FALSE              FALSE                FALSE
## [6,]              FALSE              FALSE                FALSE
##      sample_GCCAAT_Alt4 sample_GCCAAT_Alt9 sample_TTAGGC_Alt2
## [1,]              FALSE              FALSE              FALSE
## [2,]              FALSE              FALSE              FALSE
## [3,]              FALSE              FALSE              FALSE
## [4,]              FALSE              FALSE              FALSE
## [5,]              FALSE              FALSE              FALSE
## [6,]              FALSE              FALSE              FALSE
##      sample_TTAGGC_Alt6 sample_TTAGGC_Alt8 sample_AAAAGTT_Sub15
## [1,]              FALSE              FALSE                 TRUE
## [2,]              FALSE              FALSE                 TRUE
## [3,]              FALSE              FALSE                FALSE
## [4,]              FALSE              FALSE                FALSE
## [5,]              FALSE              FALSE                FALSE
## [6,]              FALSE              FALSE                FALSE
##      sample_ACAAA_Sub1 sample_ACTAT_Sub7 sample_AGCAT_Sub13 sample_AGCCC_Sub11
## [1,]             FALSE             FALSE              FALSE              FALSE
## [2,]             FALSE             FALSE              FALSE              FALSE
## [3,]             FALSE             FALSE              FALSE              FALSE
## [4,]             FALSE             FALSE              FALSE               TRUE
## [5,]             FALSE             FALSE              FALSE               TRUE
## [6,]             FALSE             FALSE              FALSE              FALSE
##      sample_CGATGT_Sub6 sample_CTAGC_Sub3 sample_CTTGCTT_Sub14
## [1,]               TRUE              TRUE                FALSE
## [2,]               TRUE              TRUE                FALSE
## [3,]              FALSE              TRUE                FALSE
## [4,]              FALSE              TRUE                FALSE
## [5,]              FALSE              TRUE                FALSE
## [6,]              FALSE             FALSE                FALSE
##      sample_CTTGCTT_Sub8 sample_GAATTCA_Sub9 sample_GCCAAT_Sub4
## [1,]                TRUE               FALSE               TRUE
## [2,]                TRUE               FALSE               TRUE
## [3,]                TRUE               FALSE               TRUE
## [4,]                TRUE               FALSE               TRUE
## [5,]                TRUE               FALSE               TRUE
## [6,]                TRUE               FALSE              FALSE
##      sample_GGACCTA_Sub10 sample_GTATT_Sub12 sample_TGACCA_Sub2
## [1,]                FALSE               TRUE              FALSE
## [2,]                FALSE               TRUE              FALSE
## [3,]                FALSE              FALSE              FALSE
## [4,]                FALSE              FALSE              FALSE
## [5,]                FALSE              FALSE              FALSE
## [6,]                FALSE              FALSE              FALSE
##      sample_ACAGTG_Cau2 sample_ACAGTG_Cau3 sample_ACTAT_Cau11 sample_ACTAT_Cau9
## [1,]               TRUE              FALSE              FALSE             FALSE
## [2,]               TRUE              FALSE              FALSE             FALSE
## [3,]              FALSE              FALSE              FALSE             FALSE
## [4,]              FALSE              FALSE              FALSE             FALSE
## [5,]              FALSE              FALSE              FALSE             FALSE
## [6,]              FALSE              FALSE              FALSE             FALSE
##      sample_AGCCC_Cau7 sample_ATGAAAC_Cau12 sample_CTAGC_Cau5 sample_CTGTA_Cau8
## [1,]             FALSE                 TRUE             FALSE              TRUE
## [2,]             FALSE                 TRUE             FALSE              TRUE
## [3,]             FALSE                FALSE             FALSE             FALSE
## [4,]             FALSE                FALSE             FALSE             FALSE
## [5,]             FALSE                FALSE             FALSE             FALSE
## [6,]             FALSE                FALSE             FALSE             FALSE
##      sample_GAATTCA_Cau10 sample_GGACCTA_Cau13 sample_TCACC_Cau1
## [1,]                 TRUE                FALSE             FALSE
## [2,]                 TRUE                FALSE             FALSE
## [3,]                 TRUE                FALSE             FALSE
## [4,]                 TRUE                FALSE             FALSE
## [5,]                 TRUE                FALSE             FALSE
## [6,]                 TRUE                FALSE             FALSE
##      sample_TCACC_Cau4 sample_TGACCA_Cau6 sample_AAAAGTT_Div12
## [1,]             FALSE              FALSE                FALSE
## [2,]             FALSE              FALSE                FALSE
## [3,]             FALSE              FALSE                FALSE
## [4,]             FALSE              FALSE                FALSE
## [5,]             FALSE              FALSE                FALSE
## [6,]             FALSE              FALSE                FALSE
##      sample_AAAAGTT_Div13 sample_ACTAT_Div14 sample_AGCAT_Div11
## [1,]                FALSE              FALSE              FALSE
## [2,]                FALSE              FALSE              FALSE
## [3,]                FALSE              FALSE              FALSE
## [4,]                FALSE              FALSE              FALSE
## [5,]                FALSE              FALSE              FALSE
## [6,]                FALSE              FALSE              FALSE
##      sample_AGCCC_Div9 sample_ATCACG_Div1 sample_ATGAAAC_Div8
## [1,]             FALSE              FALSE               FALSE
## [2,]             FALSE              FALSE               FALSE
## [3,]             FALSE              FALSE               FALSE
## [4,]             FALSE              FALSE               FALSE
## [5,]             FALSE              FALSE               FALSE
## [6,]             FALSE              FALSE               FALSE
##      sample_CGATGT_Div3 sample_CTAGC_Div2 sample_CTTGA_Div6
## [1,]              FALSE             FALSE             FALSE
## [2,]              FALSE             FALSE             FALSE
## [3,]              FALSE             FALSE             FALSE
## [4,]              FALSE             FALSE             FALSE
## [5,]              FALSE             FALSE             FALSE
## [6,]              FALSE             FALSE             FALSE
##      sample_CTTGCTT_Div15 sample_GTATT_Div10 sample_GTATT_Div7
## [1,]                FALSE              FALSE             FALSE
## [2,]                FALSE              FALSE             FALSE
## [3,]                FALSE              FALSE             FALSE
## [4,]                FALSE              FALSE             FALSE
## [5,]                FALSE              FALSE             FALSE
## [6,]                FALSE              FALSE             FALSE
##      sample_TGACCA_Div5 sample_TTAGGC_Div4
## [1,]              FALSE              FALSE
## [2,]              FALSE              FALSE
## [3,]              FALSE              FALSE
## [4,]              FALSE              FALSE
## [5,]              FALSE              FALSE
## [6,]              FALSE              FALSE

In this vector, TRUE means “yes, there was an NA in this position”, and FALSE means “No, no NA there.”

The length of the vector is the length of the entire row we put into is.na(), meaning we have a TRUE or FALSE answer for every single value in the row.

We can check this with length() and logical comparisons.

First, the length of our vector of TRUE/FALSE responses.

# Call length() on NAs_row_01
N_NAs      <- length(NAs_row_01) # TODO
N_NAs
## [1] 138888

Now, the length of our original row

# Call length() on the first row of bird_snps_num_t
## use bracket notation of [1, ] to get the 
## first row
length_row <- length(bird_snps_num_t) #TODO

Now check that they are identical using ==

# Use a logical comparison with ==
## to confirm they are the same length
N_NAs == length_row # TODO
## [1] TRUE

We can work directly with a vector of TRUE and FALSE value, but I find its easiest to first convert this logical vector into a vector of index values (indices) that tell us exactly where the NAs are in the dataframe.

We can get these indices this with which(... == TRUE), because in the vector TRUE is saying “Yes, its TRUE there was an NA there.”

# Add which()
which(NAs_row_01 == TRUE) # TODO
##     [1]    664    665    666    667    668    669    693    744    983    984
##    [11]    985    986    987    988    989    990   1158   1159   1470   1471
##    [21]   1537   1901   1902   1925   1926   1927   1928   1929   2136   2623
##    [31]   2624   3087   3088   3105   3106   3262   3466   3467   3468   3469
##    [41]   3470   3471   3472   3473   3848   3849   3850   3853   3873   3989
##    [51]   4065   4121   4122   4841   4842   4843   4844   4845   4846   4847
##    [61]   4848   5382   5631   5767   5768   5769   5770   5771   5780   5781
##    [71]   5782   5783   5784   5785   5786   5787   6076   6372   6373   6604
##    [81]   7120   7233   7234   7294   7295   7296   7297   7298   7299   7300
##    [91]   7301   7312   7383   7462   7543   7544   7545   7688   7689   7711
##   [101]   7895   7896   8081   8379   8503   8504   8505   8533   8691   8692
##   [111]   8693   9186   9187   9241   9472   9473   9474   9626   9627   9628
##   [121]   9629   9638   9639   9698   9715   9777  10010  10316  10317  10318
##   [131]  10319  10320  10321  10389  10528  10529  10652  10653  10654  10655
##   [141]  10656  10657  10658  10697  10698  10699  10700  10701  10702  10703
##   [151]  10704  10705  10706  10707  10708  10709  10710  10711  11032  11091
##   [161]  11092  11182  11183  11184  11185  11186  11187  11188  11189  11221
##   [171]  11222  11223  11224  11225  11226  11229  11412  11413  11418  11567
##   [181]  11568  11570  11571  11572  11573  11574  11688  11689  11690  11691
##   [191]  11692  11951  11952  12267  12318  12626  12627  12628  12629  12630
##   [201]  12631  12632  12633  12634  12635  12636  12637  12638  12639  12640
##   [211]  12732  12733  12854  12855  12856  12857  12858  12859  12860  12861
##   [221]  12862  13044  13045  13111  13112  13113  13114  13115  13116  13117
##   [231]  13118  13274  13347  13484  13485  13486  13487  13635  13682  13683
##   [241]  14088  14089  14196  14228  14229  14230  14370  14473  14725  14726
##   [251]  14746  14783  14784  14785  14786  14787  14788  14789  14790  14791
##   [261]  15040  15041  15042  15043  15044  15045  15046  15047  15048  15049
##   [271]  15184  15203  15417  15425  15426  15970  16402  16666  16667  16668
##   [281]  16669  16670  16671  16672  16673  16674  16766  16767  16768  16769
##   [291]  16969  16970  16971  16972  16973  16974  16975  16976  17199  17200
##   [301]  17341  17346  17354  17355  17357  17358  17359  17360  17361  17384
##   [311]  17385  17386  17387  17388  17414  17755  18086  18087  18088  18105
##   [321]  18178  18344  18345  18346  18347  18348  18349  18350  18351  18957
##   [331]  19283  19284  19285  19579  19961  19962  19963  19964  19965  19966
##   [341]  20173  20174  20260  20273  20274  20275  20276  20277  20278  20279
##   [351]  20280  20342  20343  20344  20345  20346  20347  20348  20349  20350
##   [361]  20351  20352  20353  20354  20355  20356  20623  20797  20798  20799
##   [371]  20800  20801  20802  20803  20804  20815  21057  21058  21209  21210
##   [381]  21211  21398  21399  21508  22036  22377  22378  22665  22666  22756
##   [391]  22757  22758  22759  22760  22761  22762  22763  22992  23117  23118
##   [401]  23119  23128  23341  23513  23873  23874  23875  23921  23922  24094
##   [411]  24095  24096  24097  24098  24099  24100  24155  24156  24157  24158
##   [421]  24159  24160  24161  24324  24325  24607  24823  24969  24970  24971
##   [431]  24972  24973  24974  24975  24976  24977  24978  24979  24980  25022
##   [441]  25023  25049  25050  25057  25185  25186  25187  25188  25189  25190
##   [451]  25270  25366  25442  25662  25663  25769  25770  25837  25838  25941
##   [461]  26023  26024  26025  26026  26027  26028  26029  26129  26130  26131
##   [471]  26132  26133  26134  26135  26136  26137  26138  26139  26140  26141
##   [481]  26142  26143  26163  26164  26165  26235  26236  26311  26312  26313
##   [491]  26314  26315  26316  26317  26318  26319  26357  26358  26359  26360
##   [501]  26361  26362  26363  26364  26365  26602  26614  26615  26616  26617
##   [511]  26618  26619  26620  26621  26752  26951  26952  26986  26996  26997
##   [521]  26998  27001  27138  27400  27677  27678  27679  27680  27681  27682
##   [531]  28026  28027  28028  28029  28030  28031  28032  28033  28058  28059
##   [541]  28060  28061  28062  28063  28064  28065  28066  28067  28068  28069
##   [551]  28070  28071  28072  28092  28093  28094  28452  28453  28602  28773
##   [561]  28774  28920  28931  28932  28933  28934  28935  30844  30845  30846
##   [571]  30847  30848  30849  30850  30851  30852  30853  30854  30855  30856
##   [581]  30857  30858  30859  30860  30861  30862  30863  30864  30978  30979
##   [591]  30980  30981  30982  31057  31514  31542  31543  31544  31545  31624
##   [601]  31625  31834  31871  31872  31873  31874  31875  31876  31877  31950
##   [611]  31951  31952  31956  32022  32023  32323  32371  32372  32373  32374
##   [621]  32375  32376  32377  32378  32539  32709  32710  32711  32738  32739
##   [631]  33100  33101  33159  33160  33232  33464  33465  33466  33467  33468
##   [641]  33469  33471  33472  33473  33474  33676  33677  33763  34073  34074
##   [651]  34075  34076  34077  34078  34079  34080  34081  34132  34702  34718
##   [661]  34719  34720  34721  34722  34830  34831  34832  34833  34834  34835
##   [671]  34915  34929  35087  35386  35387  35388  35389  35390  35391  35414
##   [681]  35466  35482  35483  35511  36002  36003  36004  36005  36006  36007
##   [691]  36008  36009  36010  36209  36229  36230  36231  36232  36233  36234
##   [701]  36235  36236  36259  36260  36261  36262  36263  36264  36265  36266
##   [711]  36422  36543  36544  36545  36546  36547  36548  36549  36550  36551
##   [721]  36552  36553  36554  36628  36631  36641  36642  36643  36644  36645
##   [731]  36733  36969  36970  36971  36972  36976  36977  37016  37103  37104
##   [741]  37105  37106  37107  37108  37109  37110  37140  37383  37395  37396
##   [751]  37482  37483  37632  37737  37738  37739  37827  37828  37931  37932
##   [761]  37933  37934  37935  37936  37937  37938  37939  38188  38189  38190
##   [771]  38191  38192  38193  38194  38195  38325  38424  38516  38552  38553
##   [781]  38560  38565  38573  38574  38787  39632  39633  39634  39635  39636
##   [791]  39637  39638  39639  39640  39641  39642  39643  39644  39645  39646
##   [801]  39698  39699  39700  39701  39702  39703  39704  39711  39756  39757
##   [811]  40087  40088  40089  40090  40091  40092  40093  40094  40117  40118
##   [821]  40119  40120  40121  40122  40123  40124  40298  40299  40353  40401
##   [831]  40402  40403  40404  40405  40406  40407  40408  40409  40410  40411
##   [841]  40412  40486  40489  40640  41079  41080  41081  41082  41083  41094
##   [851]  41095  41172  41173  41174  41175  41176  41177  41178  41479  41516
##   [861]  41517  41518  41519  41520  41521  41522  41685  41686  41743  41744
##   [871]  41745  41746  41747  41748  41749  41750  41751  41826  41827  42016
##   [881]  42017  42018  42019  42020  42021  42022  42023  42034  42431  42432
##   [891]  42434  42435  42436  42437  42438  42552  42553  42554  42555  42556
##   [901]  42570  42645  42727  43116  43117  43118  43119  43571  43572  43573
##   [911]  43574  43575  43614  43615  43672  43673  43674  43675  43676  43677
##   [921]  43678  43679  43680  43963  44112  44259  44260  44261  44262  44263
##   [931]  44264  44265  44266  44267  44268  44269  44270  44363  44364  44365
##   [941]  44366  44367  44732  45030  45127  45128  45419  45420  45421  45422
##   [951]  45423  45424  45425  45426  45427  45428  45429  45430  45431  45432
##   [961]  45433  45525  45526  45826  45891  45904  45905  45906  45907  45908
##   [971]  45909  45910  45911  46428  46881  46882  46959  47160  47179  47180
##   [981]  47266  47303  47304  47305  47306  47307  47308  47309  47348  47349
##   [991]  47350  47351  47352  47353  47354  47355  47356  47357  47358  47359
##  [1001]  47360  47361  47362  47429  47430  47431  47432  47433  47530  47531
##  [1011]  47532  47533  47534  47535  47536  47537  47538  47948  47949  48063
##  [1021]  48064  48089  48090  48091  48092  48093  48094  48095  48218  48219
##  [1031]  48220  48221  48222  48223  48224  48225  48889  48890  48891  48892
##  [1041]  48893  48894  49195  49239  49240  49245  49277  49278  49279  49280
##  [1051]  49281  49282  49283  49284  49285  49286  49287  49288  49289  49290
##  [1061]  49291  49401  49402  50135  50136  50137  50138  50144  50145  50146
##  [1071]  50149  50150  50151  50152  50153  50154  50207  50325  50347  50790
##  [1081]  50791  50832  50833  50834  50835  51206  51207  51208  51209  51210
##  [1091]  51211  51212  51213  51214  51215  51216  51217  51218  51219  51220
##  [1101]  51240  51241  51242  51330  51331  51661  51662  51663  51664  51665
##  [1111]  51666  51667  51668  51679  51701  51829  52098  52668  52669  52747
##  [1121]  52748  52749  52750  52751  52752  52922  53553  53554  53993  53994
##  [1131]  53995  53996  53997  54008  54009  54010  54011  54012  54597  54598
##  [1141]  54683  54684  54685  54686  54687  54688  54690  54691  54692  54693
##  [1151]  54982  55019  55020  55021  55022  55023  55024  55025  55081  55082
##  [1161]  55083  55084  55085  55086  55087  55088  55089  55292  55293  55294
##  [1171]  55295  55296  55297  55298  55299  55300  55458  55459  55519  55520
##  [1181]  55521  55522  55523  55524  55525  55526  55913  55914  55922  55923
##  [1191]  55924  55925  55927  55928  55929  55930  55934  55935  56604  56634
##  [1201]  56939  56940  56993  56994  56995  56996  56997  56998  56999  57000
##  [1211]  57001  57002  57003  57004  57005  57006  57007  57099  57100  57175
##  [1221]  57176  57177  57178  57179  57180  57181  57182  57183  57234  57478
##  [1231]  57479  57480  57481  57482  57483  57484  57485  57593  57626  57627
##  [1241]  57797  57798  57842  57843  57850  57855  57871  57872  57879  57881
##  [1251]  57882  57883  57889  57892  57893  57894  57895  57896  57897  57900
##  [1261]  57901  57902  57903  57904  57905  57907  57910  57911  57913  57916
##  [1271]  57920  57923  57927  57928  57930  57935  57936  57938  57939  57940
##  [1281]  57941  57942  57943  57944  57945  57946  57947  57948  57949  57952
##  [1291]  57956  57957  57961  57962  57963  57971  57974  57975  57976  57977
##  [1301]  57989  57990  57991  57992  57993  57994  57998  57999  58002  58006
##  [1311]  58007  58011  58012  58015  58023  58024  58027  58028  58029  58030
##  [1321]  58032  58033  58035  58036  58037  58038  58039  58040  58042  58043
##  [1331]  58044  58049  58050  58053  58054  58055  58056  58057  58058  58061
##  [1341]  58062  58063  58064  58065  58066  58068  58072  58073  58076  58079
##  [1351]  58080  58085  58086  58090  58096  58100  58101  58109  58110  58111
##  [1361]  58112  58113  58116  58117  58121  58122  58123  58124  58125  58126
##  [1371]  58127  58128  58129  58130  58131  58132  58135  58136  58137  58140
##  [1381]  58141  58151  58152  58153  58154  58155  58156  58157  58158  58159
##  [1391]  58160  58163  58164  58165  58166  58167  58168  58175  58176  58179
##  [1401]  58180  58181  58195  58196  58197  58198  58199  58200  58201  58204
##  [1411]  58205  58206  58207  58208  58209  58210  58211  58212  58213  58215
##  [1421]  58216  58217  58220  58221  58223  58224  58225  58226  58227  58229
##  [1431]  58231  58232  58233  58234  58235  58238  58239  58240  58242  58243
##  [1441]  58244  58250  58253  58254  58255  58257  58260  58263  58264  58266
##  [1451]  58267  58268  58269  58278  58279  58283  58284  58285  58290  58291
##  [1461]  58292  58296  58297  58298  58299  58301  58302  58303  58304  58305
##  [1471]  58306  58307  58308  58309  58315  58322  58323  58324  58325  58326
##  [1481]  58327  58328  58329  58332  58333  58334  58335  58336  58337  58338
##  [1491]  58339  58340  58341  58342  58346  58347  58354  58355  58356  58357
##  [1501]  58358  58362  58363  58375  58376  58380  58389  58390  58391  58396
##  [1511]  58397  58400  58404  58406  58407  58408  58410  58411  58412  58413
##  [1521]  58415  58416  58417  58418  58419  58420  58421  58422  58423  58424
##  [1531]  58425  58426  58427  58428  58429  58430  58431  58432  58433  58434
##  [1541]  58437  58438  58439  58440  58441  58442  58443  58444  58454  58457
##  [1551]  58458  58459  58460  58461  58463  58466  58470  58471  58485  58486
##  [1561]  58487  58490  58491  58492  58493  58494  58495  58498  58500  58504
##  [1571]  58509  58510  58512  58513  58514  58515  58516  58517  58520  58524
##  [1581]  58525  58526  58529  58530  58532  58540  58541  58542  58543  58544
##  [1591]  58545  58546  58547  58548  58549  58550  58551  58554  58555  58556
##  [1601]  58557  58558  58559  58560  58561  58564  58565  58566  58569  58570
##  [1611]  58571  58572  58573  58576  58577  58578  58579  58580  58581  58582
##  [1621]  58583  58585  58586  58587  58588  58591  58592  58593  58595  58596
##  [1631]  58597  58612  58613  58615  58616  58617  58618  58619  58627  58633
##  [1641]  58634  58635  58636  58637  58638  58639  58640  58641  58642  58643
##  [1651]  58644  58645  58646  58647  58648  58651  58652  58653  58654  58655
##  [1661]  58656  58657  58658  58659  58660  58661  58663  58664  58665  58666
##  [1671]  58667  58668  58669  58670  58671  58672  58673  58676  58677  58682
##  [1681]  58684  58685  58686  58687  58690  58691  58692  58693  58694  58696
##  [1691]  58697  58698  58699  58701  58702  58703  58704  58705  58706  58707
##  [1701]  58709  58710  58711  58712  58713  58714  58717  58718  58719  58720
##  [1711]  58721  58722  58724  58731  58732  58733  58735  58737  58741  58748
##  [1721]  58750  58751  58755  58756  58757  58758  58766  58767  58768  58769
##  [1731]  58770  58771  58772  58773  58774  58777  58783  58784  58785  58786
##  [1741]  58787  58791  58793  58794  58795  58796  58797  58799  58800  58801
##  [1751]  58802  58803  58805  58806  58807  58809  58810  58811  58812  58813
##  [1761]  58814  58815  58824  58825  58826  58827  58828  58829  58830  58831
##  [1771]  58832  58833  58834  58835  58837  58838  58839  58841  58842  58843
##  [1781]  58848  58849  58850  58851  58852  58865  58866  58871  58872  58873
##  [1791]  58874  58875  58876  58884  58885  58886  58890  58891  58892  58893
##  [1801]  58894  58895  58896  58897  58898  58903  58904  58905  58906  58908
##  [1811]  58911  58916  58917  58918  58920  58948  58949  58950  58951  58952
##  [1821]  58953  58956  58957  58958  58962  58963  58967  58968  58973  58974
##  [1831]  58975  58976  58980  58983  58984  58988  58989  58990  58991  58992
##  [1841]  58993  58994  59000  59009  59010  59011  59013  59014  59015  59016
##  [1851]  59017  59018  59019  59031  59032  59033  59034  59036  59037  59038
##  [1861]  59039  59040  59043  59046  59047  59049  59050  59051  59052  59053
##  [1871]  59054  59055  59056  59057  59058  59059  59060  59061  59062  59063
##  [1881]  59064  59065  59071  59072  59081  59082  59083  59084  59089  59096
##  [1891]  59097  59099  59100  59101  59113  59117  59121  59122  59123  59127
##  [1901]  59128  59135  59149  59160  59161  59162  59163  59167  59168  59169
##  [1911]  59170  59171  59173  59178  59179  59181  59182  59184  59185  59186
##  [1921]  59190  59191  59192  59193  59194  59195  59196  59197  59202  59218
##  [1931]  59221  59222  59225  59226  59227  59228  59229  59230  59231  59233
##  [1941]  59234  59236  59237  59238  59239  59240  59241  59243  59249  59250
##  [1951]  59251  59252  59253  59254  59258  59259  59260  59261  59264  59265
##  [1961]  59266  59272  59273  59274  59276  59277  59278  59281  59283  59284
##  [1971]  59285  59286  59291  59292  59293  59294  59295  59297  59298  59299
##  [1981]  59301  59304  59306  59307  59308  59309  59310  59311  59312  59313
##  [1991]  59314  59316  59317  59318  59319  59322  59329  59330  59331  59333
##  [2001]  59335  59336  59343  59347  59350  59351  59352  59357  59368  59369
##  [2011]  59370  59373  59374  59375  59376  59388  59389  59390  59391  59394
##  [2021]  59395  59398  59399  59406  59407  59408  59409  59410  59411  59412
##  [2031]  59413  59414  59418  59419  59424  59425  59429  59430  59431  59434
##  [2041]  59435  59436  59439  59440  59441  59445  59452  59456  59457  59458
##  [2051]  59462  59466  59470  59471  59472  59473  59474  59475  59476  59477
##  [2061]  59478  59482  59483  59484  59486  59487  59488  59489  59492  59493
##  [2071]  59495  59496  59498  59499  59504  59506  59507  59508  59509  59511
##  [2081]  59512  59513  59514  59516  59517  59520  59524  59525  59534  59536
##  [2091]  59537  59542  59543  59544  59545  59546  59551  59558  59559  59560
##  [2101]  59561  59563  59564  59565  59570  59572  59577  59578  59579  59583
##  [2111]  59584  59586  59587  59593  59594  59596  59597  59598  59599  59605
##  [2121]  59614  59615  59616  59617  59618  59619  59624  59625  59626  59627
##  [2131]  59628  59629  59630  59631  59634  59635  59636  59639  59640  59642
##  [2141]  59644  59645  59652  59653  59654  59656  59657  59658  59659  59660
##  [2151]  59661  59662  59670  59671  59672  59673  59674  59675  59681  59682
##  [2161]  59683  59686  59687  59688  59689  59690  59703  59710  59711  59712
##  [2171]  59713  59714  59721  59722  59724  59728  59729  59730  59731  59732
##  [2181]  59733  59734  59735  59747  59749  59750  59751  59754  59758  59759
##  [2191]  59760  59762  59763  59764  59765  59766  59775  59777  59778  59779
##  [2201]  59785  59786  59787  59788  59792  59793  59794  59818  59822  59823
##  [2211]  59824  59825  59826  59830  59831  59832  59833  59834  59849  59852
##  [2221]  59862  59870  59871  59872  59876  59890  59903  59904  59905  59918
##  [2231]  59919  59920  59921  59923  59930  59944  59952  59953  59961  59962
##  [2241]  59964  59965  59973  59978  59979  59982  59983  59984  59985  59986
##  [2251]  59990  59991  59993  59994  59997  60008  60016  60038  60039  60040
##  [2261]  60041  60042  60050  60051  60062  60063  60068  60071  60072  60073
##  [2271]  60083  60084  60085  60089  60104  60105  60116  60133  60134  60135
##  [2281]  60152  60153  60154  60155  60156  60163  60165  60166  60167  60168
##  [2291]  60176  60177  60179  60183  60189  60190  60191  60192  60193  60202
##  [2301]  60203  60207  60225  60226  60227  60228  60230  60231  60232  60233
##  [2311]  60234  60237  60265  60266  60281  60286  60292  60295  60305  60311
##  [2321]  60312  60313  60318  60329  60333  60337  60339  60388  60389  60392
##  [2331]  60393  60394  60419  60420  60421  60433  60443  60453  60454  60470
##  [2341]  60471  60472  60473  60474  60475  60477  60478  60479  60480  60487
##  [2351]  60492  60498  60500  60501  60503  60504  60506  60507  60508  60509
##  [2361]  60510  60511  60512  60520  60521  60542  60545  60546  60548  60562
##  [2371]  60563  60564  60565  60566  60571  60575  60576  60577  60580  60582
##  [2381]  60584  60585  60586  60587  60588  60592  60593  60594  60602  60605
##  [2391]  60627  60628  60632  60633  60634  60639  60640  60641  60642  60643
##  [2401]  60653  60660  60661  60662  60665  60675  60676  60679  60686  60703
##  [2411]  60722  60723  60730  60731  60732  60771  60778  60780  60782  60783
##  [2421]  60784  60785  60786  60787  60788  60789  60795  60799  60806  60807
##  [2431]  60808  60809  60810  60811  60812  60816  60817  60818  60819  60820
##  [2441]  60821  60822  60823  60824  60825  60826  60836  60840  60846  60851
##  [2451]  60852  60853  60854  60855  60856  60857  60858  60859  60860  60861
##  [2461]  60862  60863  60864  60865  60885  60886  60887  60892  60902  60904
##  [2471]  60905  60909  60912  60913  60917  60918  60919  60920  60921  60922
##  [2481]  60923  60927  60928  60932  60933  60934  60935  60936  60949  60950
##  [2491]  60960  60961  60962  60965  60966  60967  60968  60969  60973  60974
##  [2501]  60975  60976  60979  60981  60982  60983  60985  60986  60987  60988
##  [2511]  60989  60992  60995  60996  60997  60998  60999  61012  61013  61018
##  [2521]  61028  61029  61030  61033  61034  61035  61036  61037  61038  61039
##  [2531]  61040  61041  61043  61044  61045  61046  61053  61064  61078  61089
##  [2541]  61090  61096  61102  61107  61108  61111  61113  61119  61120  61124
##  [2551]  61125  61126  61144  61145  61146  61147  61151  61154  61155  61156
##  [2561]  61157  61163  61165  61166  61167  61178  61193  61194  61195  61201
##  [2571]  61203  61207  61212  61215  61229  61238  61240  61241  61242  61243
##  [2581]  61251  61256  61257  61259  61260  61262  61272  61276  61278  61279
##  [2591]  61280  61281  61296  61300  61317  61318  61319  61320  61323  61324
##  [2601]  61327  61328  61335  61347  61348  61358  61359  61360  61387  61395
##  [2611]  61399  61400  61401  61404  61406  61407  61413  61438  61441  61442
##  [2621]  61443  61461  61463  61471  61472  61484  61485  61487  61494  61504
##  [2631]  61505  61515  61516  61524  61527  61529  61530  61531  61538  61539
##  [2641]  61540  61541  61543  61551  61553  61554  61559  61560  61561  61563
##  [2651]  61564  61565  61585  61586  61590  61599  61600  61639  61640  61642
##  [2661]  61643  61650  61657  61658  61659  61660  61661  61662  61663  61676
##  [2671]  61678  61679  61680  61683  61687  61688  61700  61701  61707  61723
##  [2681]  61724  61725  61726  61727  61728  61935  62180  62181  62182  62183
##  [2691]  62184  62185  62186  62187  62305  62306  62307  62308  62309  62310
##  [2701]  62311  62460  62472  62567  62698  62711  62712  62713  62714  62715
##  [2711]  62716  62717  62718  63235  63236  63237  63238  63239  63240  63241
##  [2721]  63242  63324  63380  63381  63549  63550  63551  63552  63553  63554
##  [2731]  63555  63556  63557  63558  63559  63560  63626  63627  63628  63653
##  [2741]  63654  63655  63656  63657  63765  63766  63767  63768  63769  63770
##  [2751]  63787  64109  64110  64111  64112  64113  64114  64115  64116  64307
##  [2761]  64327  64389  64418  64627  64745  65424  65425  65430  65579  65580
##  [2771]  65590  65591  65602  65605  65626  65633  65634  65660  65667  65668
##  [2781]  65693  65694  65695  65696  65697  65698  65699  65710  65722  65724
##  [2791]  65731  65748  65749  65753  65754  65755  65758  65759  65765  65766
##  [2801]  65803  65816  65817  65818  65825  65826  65827  65828  65829  65856
##  [2811]  65857  65864  65865  65866  65875  65893  65894  65951  65954  65955
##  [2821]  65957  65958  65965  65969  65975  65977  65978  65982  65983  65989
##  [2831]  65990  66039  66052  66053  66057  66058  66068  66098  66099  66100
##  [2841]  66112  66113  66116  66127  66128  66131  66132  66151  66180  66181
##  [2851]  66220  66234  66235  66263  66264  66265  66266  66267  66270  66271
##  [2861]  66279  66293  66294  66295  66296  66297  66298  66299  66329  66331
##  [2871]  66344  66345  66361  66379  66380  66381  66403  66439  66447  66448
##  [2881]  66452  66469  66470  66475  66476  66477  66478  66479  66480  66481
##  [2891]  66499  66500  66501  66502  66503  66504  66517  66518  66521  66522
##  [2901]  66532  66533  66534  66535  66536  66537  66538  66568  66579  66580
##  [2911]  66624  66634  66664  66665  66666  66667  66668  66670  66671  66672
##  [2921]  66673  66674  66675  66676  66677  66678  66698  66703  66711  66712
##  [2931]  66713  66719  66720  66721  66722  66723  66724  66753  66754  66755
##  [2941]  66756  66782  66783  66784  66805  66810  66811  66817  66819  66833
##  [2951]  66837  66838  66839  66875  66877  66899  66914  66915  66950  66951
##  [2961]  66952  66953  66954  66958  66965  66972  66998  67007  67021  67066
##  [2971]  67067  67068  67083  67084  67085  67086  67087  67110  67111  67114
##  [2981]  67115  67123  67124  67125  67126  67127  67128  67129  67130  67152
##  [2991]  67175  67176  67177  67189  67190  67200  67202  67203  67205  67216
##  [3001]  67228  67229  67230  67250  67254  67286  67288  67309  67310  67314
##  [3011]  67325  67326  67333  67334  67347  67348  67350  67351  67352  67359
##  [3021]  67368  67369  67370  67372  67373  67375  67400  67401  67407  67408
##  [3031]  67409  67410  67411  67412  67413  67414  67415  67416  67417  67418
##  [3041]  67438  67442  67443  67465  67474  67475  67483  67492  67493  67495
##  [3051]  67500  67501  67502  67503  67504  67516  67517  67529  67537  67545
##  [3061]  67546  67547  67548  67561  67580  67581  67583  67585  67586  67587
##  [3071]  67590  67591  67593  67598  67599  67608  67616  67634  67635  67636
##  [3081]  67637  67647  67652  67672  67673  67674  67675  67680  67681  67686
##  [3091]  67687  67688  67698  67699  67700  67701  67702  67708  67709  67710
##  [3101]  67711  67741  67751  67752  67753  67754  67755  67756  67757  67758
##  [3111]  67761  67762  67763  67764  67768  67769  67777  67778  67779  67780
##  [3121]  67787  67788  67789  67808  67809  67810  67811  67812  67842  67843
##  [3131]  67849  67850  67851  67856  67879  67880  67881  67882  67883  67884
##  [3141]  67890  67896  67897  67901  67906  67907  67913  67914  67920  67924
##  [3151]  67932  67933  67934  67941  67942  67943  67944  67946  67951  67952
##  [3161]  67955  67956  67957  67961  67981  67982  67986  67987  68007  68020
##  [3171]  68021  68027  68028  68029  68049  68053  68056  68057  68079  68082
##  [3181]  68083  68084  68085  68086  68087  68088  68089  68106  68129  68131
##  [3191]  68140  68167  68171  68178  68201  68211  68219  68220  68222  68223
##  [3201]  68224  68225  68226  68227  68228  68233  68236  68237  68240  68241
##  [3211]  68242  68257  68263  68287  68288  68289  68294  68295  68299  68300
##  [3221]  68301  68314  68315  68321  68333  68334  68343  68344  68349  68350
##  [3231]  68355  68356  68357  68358  68359  68363  68364  68365  68366  68367
##  [3241]  68368  68372  68414  68415  68416  68417  68418  68440  68446  68447
##  [3251]  68450  68451  68460  68461  68462  68463  68464  68465  68466  68467
##  [3261]  68494  68495  68496  68497  68506  68507  68518  68519  68520  68521
##  [3271]  68522  68523  68524  68525  68526  68527  68528  68556  68559  68560
##  [3281]  68562  68567  68568  68569  68570  68571  68572  68573  68574  68575
##  [3291]  68576  68577  68578  68579  68580  68581  68593  68594  68595  68596
##  [3301]  68597  68610  68611  68620  68621  68625  68628  68629  68633  68634
##  [3311]  68635  68636  68637  68638  68639  68640  68641  68642  68648  68649
##  [3321]  68650  68651  68652  68659  68681  68686  68687  68689  68690  68696
##  [3331]  68702  68703  68704  68705  68709  68710  68728  68729  68744  68745
##  [3341]  68746  68759  68760  68761  68794  68806  68807  68813  68814  68815
##  [3351]  68818  68822  68831  68835  68836  68838  68839  68840  68841  68855
##  [3361]  68860  68861  68862  68877  68878  68901  68903  68904  68905  68909
##  [3371]  68910  68911  68914  68919  68920  68921  68940  68949  68959  68961
##  [3381]  68962  68972  68973  68974  68975  68976  68988  68998  68999  69033
##  [3391]  69034  69035  69036  69051  69065  69066  69067  69083  69090  69097
##  [3401]  69101  69102  69112  69113  69114  69118  69119  69121  69129  69134
##  [3411]  69137  69138  69140  69151  69152  69154  69156  69165  69169  69170
##  [3421]  69177  69179  69185  69186  69191  69202  69203  69204  69205  69206
##  [3431]  69208  69209  69215  69224  69228  69229  69233  69234  69245  69246
##  [3441]  69247  69260  69261  69268  69277  69282  69283  69289  69290  69294
##  [3451]  69295  69296  69301  69302  69305  69332  69333  69355  69356  69357
##  [3461]  69423  69424  69429  69439  69445  69446  69447  69448  69449  69454
##  [3471]  69458  69460  69462  69463  69465  69466  69467  69468  69469  69470
##  [3481]  69471  69472  69478  69479  69480  69481  69484  69486  69491  69492
##  [3491]  69494  69497  69498  69499  69500  69502  69504  69506  69507  69509
##  [3501]  69510  69511  69512  69513  69514  69515  69516  69517  69518  69519
##  [3511]  69520  69521  69522  69523  69525  69526  69530  69531  69532  69533
##  [3521]  69534  69535  69536  69540  69541  69542  69545  69546  69549  69550
##  [3531]  69551  69563  69564  69565  69566  69567  69568  69574  69575  69576
##  [3541]  69580  69581  69582  69585  69587  69591  69596  69597  69598  69605
##  [3551]  69606  69607  69609  69610  69611  69612  69613  69615  69616  69617
##  [3561]  69618  69619  69620  69621  69622  69623  69624  69627  69628  69629
##  [3571]  69630  69631  69633  69634  69635  69636  69637  69638  69639  69640
##  [3581]  69642  69643  69644  69646  69647  69649  69650  69653  69658  69661
##  [3591]  69662  69663  69670  69676  69677  69680  69681  69682  69690  69691
##  [3601]  69692  69693  69697  69698  69706  69707  69708  69709  69710  69711
##  [3611]  69713  69722  69723  69724  69726  69727  69733  69734  69735  69737
##  [3621]  69738  69739  69740  69741  69742  69749  69750  69761  69768  69769
##  [3631]  69770  69771  69772  69773  69774  69775  69777  69778  69779  69780
##  [3641]  69781  69782  69790  69791  69793  69797  69798  69799  69802  69804
##  [3651]  69808  69810  69811  69816  69819  69823  69824  69825  69826  69828
##  [3661]  69831  69833  69834  69837  69838  69839  69840  69841  69842  69843
##  [3671]  69844  69845  69846  69847  69848  69852  69853  69854  69855  69856
##  [3681]  69858  69859  69860  69861  69862  69863  69864  69865  69866  69874
##  [3691]  69880  69881  69882  69888  69891  69906  69907  69908  69910  69911
##  [3701]  69912  69913  69914  69915  69916  69920  69921  69923  69924  69925
##  [3711]  69926  69927  69929  69930  69931  69932  69933  69936  69937  69946
##  [3721]  69947  69948  69949  69951  69952  69956  69957  69958  69964  69965
##  [3731]  69970  69971  69972  69973  69974  69978  69982  69983  69984  69987
##  [3741]  69989  69990  69994  69995  69996  69997  69998  69999  70000  70001
##  [3751]  70002  70003  70004  70005  70006  70007  70008  70011  70012  70013
##  [3761]  70014  70015  70016  70017  70018  70019  70020  70021  70022  70023
##  [3771]  70024  70025  70026  70027  70028  70031  70032  70035  70039  70041
##  [3781]  70042  70043  70046  70049  70050  70051  70052  70053  70054  70055
##  [3791]  70056  70057  70058  70059  70061  70062  70063  70064  70065  70067
##  [3801]  70068  70069  70077  70078  70080  70081  70084  70085  70086  70087
##  [3811]  70090  70091  70092  70093  70094  70098  70099  70100  70103  70104
##  [3821]  70105  70106  70107  70108  70109  70110  70111  70112  70113  70115
##  [3831]  70116  70117  70118  70119  70120  70121  70122  70123  70124  70125
##  [3841]  70128  70129  70132  70135  70138  70139  70140  70143  70144  70148
##  [3851]  70149  70150  70151  70152  70153  70154  70155  70156  70157  70162
##  [3861]  70164  70165  70166  70167  70169  70170  70171  70175  70177  70178
##  [3871]  70186  70187  70189  70190  70191  70192  70193  70194  70202  70203
##  [3881]  70207  70208  70209  70210  70211  70212  70213  70214  70215  70217
##  [3891]  70218  70220  70221  70222  70223  70224  70225  70227  70229  70230
##  [3901]  70234  70235  70237  70238  70239  70241  70242  70243  70244  70247
##  [3911]  70251  70256  70257  70258  70259  70260  70261  70262  70263  70264
##  [3921]  70265  70266  70267  70268  70270  70271  70274  70275  70276  70281
##  [3931]  70283  70284  70285  70286  70287  70288  70290  70291  70292  70293
##  [3941]  70294  70295  70296  70297  70298  70301  70302  70303  70307  70311
##  [3951]  70313  70314  70315  70316  70317  70318  70319  70324  70326  70327
##  [3961]  70328  70329  70330  70331  70332  70333  70334  70335  70336  70337
##  [3971]  70338  70339  70343  70344  70345  70346  70347  70348  70351  70353
##  [3981]  70354  70355  70357  70358  70359  70360  70361  70365  70369  70370
##  [3991]  70371  70373  70374  70375  70376  70377  70382  70383  70385  70386
##  [4001]  70387  70388  70389  70390  70391  70392  70393  70394  70395  70396
##  [4011]  70398  70399  70400  70401  70402  70403  70404  70405  70406  70407
##  [4021]  70411  70412  70413  70415  70416  70417  70423  70425  70426  70427
##  [4031]  70428  70429  70430  70431  70432  70433  70434  70439  70440  70444
##  [4041]  70445  70446  70447  70448  70449  70450  70451  70452  70453  70454
##  [4051]  70455  70456  70457  70458  70459  70460  70461  70462  70463  70464
##  [4061]  70465  70466  70467  70468  70469  70470  70471  70481  70482  70486
##  [4071]  70487  70491  70492  70493  70494  70522  70523  70524  70525  70526
##  [4081]  70528  70529  70533  70534  70535  70536  70537  70539  70540  70541
##  [4091]  70542  70548  70549  70550  70551  70552  70553  70555  70556  70557
##  [4101]  70558  70559  70560  70561  70569  70570  70571  70572  70573  70574
##  [4111]  70582  70586  70587  70589  70590  70591  70596  70597  70598  70602
##  [4121]  70603  70604  70605  70606  70607  70608  70609  70611  70612  70613
##  [4131]  70614  70615  70616  70617  70618  70619  70620  70621  70623  70626
##  [4141]  70627  70628  70629  70630  70631  70636  70637  70638  70639  70643
##  [4151]  70644  70645  70646  70647  70648  70649  70650  70655  70656  70657
##  [4161]  70658  70666  70667  70675  70677  70678  70679  70680  70681  70682
##  [4171]  70683  70684  70685  70686  70688  70689  70690  70691  70695  70696
##  [4181]  70697  70709  70718  70719  70720  70721  70722  70723  70724  70725
##  [4191]  70726  70727  70728  70729  70730  70731  70732  70733  70734  70736
##  [4201]  70737  70739  70740  70742  70743  70744  70747  70749  70750  70751
##  [4211]  70752  70753  70754  70755  70756  70757  70758  70764  70765  70769
##  [4221]  70770  70771  70772  70773  70776  70777  70778  70779  70780  70781
##  [4231]  70782  70789  70790  70791  70792  70795  70796  70797  70798  70799
##  [4241]  70800  70801  70802  70803  70804  70805  70806  70807  70808  70809
##  [4251]  70810  70811  70812  70813  70814  70815  70816  70817  70818  70819
##  [4261]  70823  70825  70826  70827  70828  70831  70832  70833  70834  70836
##  [4271]  70837  70838  70839  70840  70841  70842  70843  70846  70847  70848
##  [4281]  70849  70850  70852  70855  70856  70857  70858  70859  70860  70865
##  [4291]  70868  70869  70871  70872  70873  70874  70875  70876  70877  70878
##  [4301]  70880  70881  70882  70883  70884  70888  70889  70890  70891  70892
##  [4311]  70893  70897  70898  70901  70902  70903  70906  70907  70912  70913
##  [4321]  70914  70915  70917  70921  70923  70924  70925  70926  70927  70928
##  [4331]  70930  70932  70933  70934  70941  70942  70943  70944  70945  70947
##  [4341]  70948  70962  70963  70964  70965  70966  70967  70968  70969  70972
##  [4351]  70973  70979  70980  70981  70982  70983  70984  70985  70986  70987
##  [4361]  70988  70989  70990  70992  70993  70994  70995  70996  70997  70998
##  [4371]  70999  71000  71003  71004  71005  71006  71007  71009  71010  71012
##  [4381]  71013  71014  71015  71030  71031  71032  71033  71034  71035  71037
##  [4391]  71038  71044  71045  71046  71047  71048  71049  71050  71051  71052
##  [4401]  71053  71054  71055  71056  71057  71058  71059  71060  71061  71062
##  [4411]  71063  71064  71065  71066  71067  71069  71071  71072  71073  71074
##  [4421]  71078  71080  71081  71082  71083  71085  71086  71087  71088  71089
##  [4431]  71094  71095  71098  71099  71100  71107  71112  71114  71115  71116
##  [4441]  71117  71118  71119  71120  71121  71122  71125  71126  71127  71128
##  [4451]  71129  71130  71131  71132  71133  71134  71135  71137  71138  71139
##  [4461]  71140  71141  71142  71143  71144  71146  71149  71150  71160  71161
##  [4471]  71167  71169  71170  71171  71172  71174  71175  71176  71177  71178
##  [4481]  71179  71180  71183  71184  71187  71188  71191  71192  71193  71194
##  [4491]  71195  71197  71198  71199  71200  71201  71202  71204  71205  71206
##  [4501]  71207  71208  71209  71210  71211  71212  71213  71214  71217  71218
##  [4511]  71219  71220  71223  71224  71225  71226  71227  71228  71234  71235
##  [4521]  71236  71244  71245  71246  71247  71248  71249  71250  71254  71258
##  [4531]  71259  71263  71264  71265  71266  71267  71268  71269  71270  71271
##  [4541]  71272  71273  71274  71275  71276  71277  71278  71279  71280  71281
##  [4551]  71284  71285  71286  71294  71295  71296  71299  71300  71301  71302
##  [4561]  71303  71304  71305  71306  71307  71308  71309  71314  71315  71316
##  [4571]  71317  71318  71319  71321  71323  71324  71325  71328  71329  71330
##  [4581]  71331  71332  71333  71334  71335  71336  71337  71341  71345  71346
##  [4591]  71349  71350  71351  71352  71353  71363  71364  71365  71368  71369
##  [4601]  71370  71371  71372  71373  71382  71387  71389  71392  71403  71413
##  [4611]  71415  71420  71421  71426  71428  71429  71431  71436  71441  71450
##  [4621]  71454  71456  71457  71461  71462  71463  71464  71480  71496  71503
##  [4631]  71509  71511  71516  71540  71541  71542  71548  71550  71551  71564
##  [4641]  71565  71579  71582  71590  71592  71593  71599  71600  71601  71602
##  [4651]  71605  71609  71610  71611  71624  71625  71626  71627  71635  71636
##  [4661]  71637  71638  71639  71640  71643  71644  71651  71652  71653  71660
##  [4671]  71661  71663  71664  71668  71669  71670  71678  71691  71692  71693
##  [4681]  71694  71698  71699  71710  71711  71723  71724  71726  71727  71728
##  [4691]  71733  71737  71738  71741  71742  71744  71748  71750  71751  71753
##  [4701]  71762  71763  71766  71767  71778  71781  71782  71786  71793  71794
##  [4711]  71795  71804  71813  71814  71815  71820  71821  71822  71823  71835
##  [4721]  71836  71837  71842  71843  71849  71855  71858  71859  71861  71865
##  [4731]  71879  71892  71899  71900  71901  71902  71909  71910  71913  71916
##  [4741]  71917  71918  71919  71931  71932  71933  71934  71935  71936  71940
##  [4751]  71941  71942  71943  71944  71945  71946  71947  71957  71962  71963
##  [4761]  71967  71969  71975  71985  71988  71990  71996  71997  71998  72004
##  [4771]  72005  72007  72013  72015  72016  72021  72022  72023  72033  72050
##  [4781]  72051  72052  72053  72054  72057  72058  72059  72061  72065  72066
##  [4791]  72069  72072  72091  72093  72098  72099  72100  72104  72115  72116
##  [4801]  72119  72120  72121  72122  72141  72142  72143  72144  72149  72150
##  [4811]  72151  72152  72153  72154  72155  72156  72158  72172  72173  72179
##  [4821]  72180  72186  72187  72188  72189  72190  72193  72194  72195  72196
##  [4831]  72197  72199  72200  72201  72202  72203  72204  72205  72206  72210
##  [4841]  72213  72214  72215  72220  72230  72231  72232  72233  72234  72235
##  [4851]  72236  72240  72244  72253  72256  72257  72260  72261  72269  72270
##  [4861]  72271  72272  72273  72274  72275  72276  72277  72280  72283  72284
##  [4871]  72286  72287  72288  72289  72290  72296  72297  72306  72308  72309
##  [4881]  72313  72318  72319  72320  72321  72322  72323  72324  72325  72335
##  [4891]  72336  72337  72338  72342  72345  72346  72354  72355  72368  72373
##  [4901]  72374  72375  72380  72381  72382  72383  72384  72385  72386  72390
##  [4911]  72391  72392  72393  72394  72395  72396  72397  72398  72399  72400
##  [4921]  72410  72411  72414  72457  72458  72459  72460  72461  72466  72468
##  [4931]  72469  72482  72483  72485  72490  72491  72492  72493  72494  72495
##  [4941]  72496  72497  72498  72499  72500  72503  72506  72507  72508  72509
##  [4951]  72510  72516  72517  72518  72531  72532  72534  72535  72536  72537
##  [4961]  72539  72544  72545  72547  72548  72555  72556  72557  72560  72561
##  [4971]  72562  72563  72566  72569  72570  72571  72574  72575  72584  72592
##  [4981]  72601  72602  72603  72606  72624  72625  72626  72637  72652  72662
##  [4991]  72663  72668  72669  72681  72682  72685  72686  72687  72689  72696
##  [5001]  72697  72700  72701  72702  72707  72708  72709  72710  72721  72724
##  [5011]  72728  72729  72730  72731  72737  72738  72742  72743  72744  72745
##  [5021]  72746  72754  72755  72756  72757  72759  72764  72765  72766  72767
##  [5031]  72768  72769  72772  72775  72776  72779  72784  72794  72795  72796
##  [5041]  72797  72801  72802  72807  72819  72820  72821  72822  72826  72827
##  [5051]  72832  72833  72834  72837  72843  72844  72846  72850  72852  72856
##  [5061]  72857  72874  72876  72877  72908  72910  72911  72912  72913  72914
##  [5071]  72915  72916  72917  72918  72919  72921  72922  72930  72931  72935
##  [5081]  72936  72938  72939  72942  72943  72944  72959  72960  72961  72962
##  [5091]  72963  72964  72970  72971  72972  72973  72974  72975  72978  72980
##  [5101]  72981  72982  72991  72995  72996  72998  73003  73007  73009  73010
##  [5111]  73035  73041  73047  73048  73049  73055  73066  73067  73070  73073
##  [5121]  73075  73081  73082  73086  73087  73089  73090  73096  73097  73109
##  [5131]  73114  73115  73120  73121  73126  73133  73137  73138  73139  73146
##  [5141]  73147  73148  73149  73152  73153  73154  73155  73156  73157  73162
##  [5151]  73165  73173  73174  73190  73191  73192  73193  73194  73195  73196
##  [5161]  73197  73198  73199  73200  73201  73202  73203  73204  73205  73207
##  [5171]  73213  73214  73223  73225  73228  73231  73232  73233  73234  73235
##  [5181]  73236  73237  73238  73243  73244  73245  73246  73247  73248  73252
##  [5191]  73257  73263  73270  73274  73275  73279  73281  73287  73288  73289
##  [5201]  73290  73291  73295  73296  73303  73304  73305  73306  73307  73308
##  [5211]  73309  73310  73311  73312  73313  73314  73315  73316  73317  73318
##  [5221]  73319  73320  73321  73322  73323  73324  73325  73326  73327  73328
##  [5231]  73329  73330  73331  73332  73333  73334  73335  73336  73337  73338
##  [5241]  73339  73340  73341  73342  73343  73344  73345  73346  73347  73348
##  [5251]  73349  73350  73351  73352  73353  73354  73355  73356  73357  73358
##  [5261]  73359  73360  73361  73362  73363  73364  73365  73366  73367  73368
##  [5271]  73369  73370  73371  73372  73373  73374  73375  73376  73377  73378
##  [5281]  73379  73380  73381  73382  73383  73384  73385  73386  73387  73388
##  [5291]  73389  73390  73391  73392  73393  73394  73395  73396  73397  73398
##  [5301]  73399  73400  73401  73402  73403  73404  73405  73406  73407  73408
##  [5311]  73409  73410  73411  73412  73413  73414  73415  73416  73417  73418
##  [5321]  73419  73420  73421  73422  73423  73424  73425  73426  73427  73428
##  [5331]  73429  73430  73431  73432  73433  73434  73435  73436  73437  73438
##  [5341]  73439  73440  73441  73442  73443  73444  73445  73446  73447  73448
##  [5351]  73449  73450  73451  73452  73453  73454  73455  73456  73457  73458
##  [5361]  73459  73460  73461  73462  73463  73464  73465  73466  73467  73468
##  [5371]  73469  73470  73471  73472  73473  73474  73475  73476  73477  73478
##  [5381]  73479  73480  73481  73482  73483  73484  73485  73486  73487  73488
##  [5391]  73489  73490  73491  73492  73493  73494  73495  73496  73497  73498
##  [5401]  73499  73500  73501  73502  73503  73504  73505  73506  73507  73508
##  [5411]  73510  73511  73512  73513  73514  73515  73516  73517  73518  73519
##  [5421]  73520  73521  73522  73523  73524  73525  73526  73527  73528  73529
##  [5431]  73530  73531  73532  73533  73534  73535  73536  73537  73538  73539
##  [5441]  73540  73541  73542  73543  73544  73545  73546  73547  73548  73549
##  [5451]  73550  73551  73552  73553  73554  73555  73556  73557  73558  73559
##  [5461]  73560  73561  73562  73563  73564  73565  73566  73567  73568  73569
##  [5471]  73570  73571  73572  73573  73574  73575  73576  73577  73578  73579
##  [5481]  73580  73581  73582  73583  73584  73585  73586  73587  73588  73589
##  [5491]  73590  73591  73592  73593  73594  73595  73596  73597  73598  73599
##  [5501]  73600  73601  73606  73607  73608  73609  73610  73611  73612  73613
##  [5511]  73614  73615  73616  73617  73618  73619  73620  73621  73622  73623
##  [5521]  73626  73627  73628  73629  73630  73631  73632  73633  73634  73635
##  [5531]  73636  73637  73638  73639  73640  73641  73642  73643  73644  73645
##  [5541]  73646  73647  73648  73649  73650  73651  73652  73653  73654  73655
##  [5551]  73656  73657  73658  73659  73660  73661  73662  73663  73664  73665
##  [5561]  73666  73668  73669  73670  73671  73672  73673  73674  73675  73676
##  [5571]  73677  73678  73679  73680  73681  73682  73683  73684  73685  73686
##  [5581]  73687  73688  73689  73690  73691  73692  73693  73694  73695  73696
##  [5591]  73697  73698  73699  73700  73701  73702  73703  73704  73705  73706
##  [5601]  73707  73708  73709  73710  73711  73712  73713  73714  73715  73716
##  [5611]  73717  73718  73719  73720  73721  73722  73723  73724  73725  73726
##  [5621]  73727  73728  73729  73730  73731  73732  73733  73734  73735  73736
##  [5631]  73737  73738  73739  73740  73741  73742  73743  73744  73745  73746
##  [5641]  73747  73748  73749  73750  73751  73752  73753  73754  73755  73756
##  [5651]  73757  73758  73759  73760  73761  73762  73763  73764  73765  73766
##  [5661]  73767  73768  73769  73770  73771  73772  73773  73774  73775  73776
##  [5671]  73777  73778  73779  73780  73781  73782  73783  73784  73785  73786
##  [5681]  73787  73788  73789  73790  73791  73792  73793  73794  73795  73796
##  [5691]  73797  73798  73799  73800  73801  73802  73803  73804  73805  73806
##  [5701]  73807  73808  73809  73810  73811  73812  73813  73814  73815  73816
##  [5711]  73817  73818  73819  73820  73821  73822  73823  73824  73825  73826
##  [5721]  73827  73828  73829  73830  73831  73832  73833  73834  73835  73836
##  [5731]  73837  73838  73839  73840  73841  73842  73843  73844  73845  73846
##  [5741]  73847  73848  73849  73850  73851  73852  73853  73854  73855  73856
##  [5751]  73857  73858  73859  73860  73861  73862  73863  73864  73865  73866
##  [5761]  73867  73868  73869  73870  73871  73872  73873  73874  73875  73876
##  [5771]  73877  73878  73879  73880  73881  73882  73883  73884  73885  73886
##  [5781]  73889  73890  73891  73892  73893  73894  73895  73896  73897  73898
##  [5791]  73899  73900  73901  73902  73903  73904  73905  73906  73907  73908
##  [5801]  73909  73910  73911  73912  73913  73914  73915  73916  73917  73918
##  [5811]  73919  73920  73921  73922  73923  73924  73925  73926  73927  73928
##  [5821]  73929  73930  73931  73932  73933  73934  73935  73936  73938  73939
##  [5831]  73941  73942  73943  73944  73945  73946  73947  73948  73949  73950
##  [5841]  73951  73952  73953  73954  73955  73956  73957  73958  73959  73960
##  [5851]  73961  73962  73963  73964  73965  73966  73967  73968  73969  73970
##  [5861]  73971  73972  73973  73974  73975  73976  73977  73978  73979  73980
##  [5871]  73981  73982  73983  73984  73985  73986  73987  73988  73989  73990
##  [5881]  73991  73992  73993  73994  73995  73996  73997  73998  73999  74000
##  [5891]  74001  74002  74003  74004  74005  74006  74007  74008  74009  74010
##  [5901]  74011  74012  74013  74014  74015  74016  74017  74018  74019  74020
##  [5911]  74021  74022  74023  74024  74025  74026  74027  74028  74029  74030
##  [5921]  74031  74032  74033  74034  74035  74036  74037  74038  74039  74040
##  [5931]  74041  74042  74043  74044  74045  74047  74048  74049  74050  74051
##  [5941]  74052  74053  74054  74055  74056  74057  74058  74059  74060  74061
##  [5951]  74064  74065  74066  74067  74068  74069  74070  74071  74072  74073
##  [5961]  74074  74075  74076  74077  74078  74079  74080  74081  74082  74083
##  [5971]  74084  74085  74086  74087  74088  74089  74090  74091  74092  74093
##  [5981]  74094  74095  74096  74097  74098  74099  74100  74101  74102  74103
##  [5991]  74104  74105  74106  74107  74108  74109  74110  74111  74112  74113
##  [6001]  74114  74115  74116  74117  74118  74119  74120  74121  74122  74123
##  [6011]  74124  74125  74126  74127  74128  74129  74130  74131  74132  74133
##  [6021]  74134  74135  74136  74137  74138  74139  74140  74141  74142  74143
##  [6031]  74144  74145  74146  74147  74148  74149  74150  74151  74152  74153
##  [6041]  74154  74155  74156  74157  74158  74159  74160  74161  74162  74163
##  [6051]  74164  74165  74166  74167  74168  74169  74170  74171  74172  74173
##  [6061]  74174  74175  74176  74177  74178  74179  74180  74181  74182  74183
##  [6071]  74184  74185  74186  74187  74188  74189  74190  74191  74192  74193
##  [6081]  74194  74195  74196  74197  74198  74199  74200  74201  74202  74203
##  [6091]  74204  74205  74206  74207  74208  74209  74210  74211  74212  74213
##  [6101]  74214  74215  74216  74217  74218  74219  74220  74221  74222  74223
##  [6111]  74224  74225  74226  74227  74228  74229  74230  74231  74232  74233
##  [6121]  74234  74235  74236  74237  74238  74239  74240  74241  74242  74243
##  [6131]  74244  74245  74246  74247  74248  74249  74250  74251  74252  74253
##  [6141]  74254  74255  74256  74257  74258  74259  74260  74261  74262  74263
##  [6151]  74264  74265  74266  74267  74268  74269  74270  74271  74273  74274
##  [6161]  74275  74276  74280  74281  74282  74283  74284  74285  74286  74287
##  [6171]  74288  74289  74290  74291  74292  74293  74294  74295  74296  74297
##  [6181]  74298  74299  74300  74301  74302  74303  74304  74305  74306  74307
##  [6191]  74308  74309  74310  74311  74312  74313  74314  74315  74316  74317
##  [6201]  74318  74319  74320  74321  74322  74323  74324  74325  74326  74327
##  [6211]  74328  74329  74330  74331  74332  74333  74334  74335  74336  74337
##  [6221]  74338  74339  74340  74341  74342  74343  74344  74345  74346  74347
##  [6231]  74348  74349  74350  74351  74352  74353  74354  74355  74356  74357
##  [6241]  74358  74359  74360  74361  74362  74363  74364  74365  74366  74367
##  [6251]  74368  74369  74370  74371  74372  74373  74374  74375  74376  74377
##  [6261]  74378  74379  74380  74381  74382  74383  74384  74385  74386  74387
##  [6271]  74388  74389  74390  74391  74392  74393  74394  74395  74396  74397
##  [6281]  74398  74399  74400  74401  74402  74403  74404  74405  74406  74407
##  [6291]  74408  74409  74410  74411  74412  74413  74414  74415  74416  74417
##  [6301]  74418  74419  74420  74421  74422  74423  74424  74425  74426  74427
##  [6311]  74428  74429  74430  74431  74432  74433  74434  74435  74436  74437
##  [6321]  74438  74439  74440  74441  74442  74443  74444  74445  74446  74447
##  [6331]  74448  74449  74450  74451  74452  74453  74454  74455  74456  74457
##  [6341]  74458  74459  74460  74461  74462  74463  74464  74465  74466  74467
##  [6351]  74468  74469  74470  74471  74472  74473  74474  74475  74476  74477
##  [6361]  74478  74479  74480  74481  74482  74483  74484  74485  74486  74487
##  [6371]  74488  74489  74490  74491  74492  74493  74494  74495  74496  74497
##  [6381]  74498  74499  74500  74501  74502  74503  74504  74505  74506  74507
##  [6391]  74508  74509  74510  74511  74512  74513  74514  74515  74516  74517
##  [6401]  74518  74519  74520  74521  74522  74523  74524  74525  74526  74527
##  [6411]  74528  74529  74530  74531  74532  74533  74534  74535  74536  74537
##  [6421]  74538  74539  74540  74541  74542  74543  74544  74545  74546  74547
##  [6431]  74548  74549  74550  74551  74552  74553  74554  74555  74556  74557
##  [6441]  74558  74559  74560  74561  74562  74563  74564  74565  74566  74567
##  [6451]  74568  74569  74570  74571  74572  74573  74574  74575  74576  74577
##  [6461]  74578  74579  74580  74581  74582  74583  74584  74585  74586  74587
##  [6471]  74588  74589  74590  74591  74592  74593  74594  74595  74596  74597
##  [6481]  74598  74599  74600  74601  74602  74603  74604  74605  74606  74607
##  [6491]  74608  74609  74610  74611  74612  74613  74614  74615  74616  74617
##  [6501]  74618  74619  74620  74621  74622  74623  74624  74625  74626  74627
##  [6511]  74628  74629  74630  74631  74632  74633  74634  74635  74636  74637
##  [6521]  74638  74639  74640  74642  74643  74644  74645  74646  74647  74648
##  [6531]  74649  74650  74651  74652  74653  74654  74655  74656  74657  74658
##  [6541]  74659  74660  74661  74662  74663  74664  74665  74666  74667  74668
##  [6551]  74669  74670  74671  74672  74673  74674  74675  74676  74677  74678
##  [6561]  74679  74680  74681  74682  74683  74684  74685  74686  74687  74688
##  [6571]  74689  74690  74691  74692  74693  74694  74695  74696  74697  74698
##  [6581]  74699  74700  74701  74702  74703  74704  74705  74706  74707  74708
##  [6591]  74709  74710  74711  74712  74713  74714  74715  74716  74717  74718
##  [6601]  74719  74720  74721  74722  74723  74724  74725  74726  74727  74728
##  [6611]  74729  74730  74731  74732  74733  74734  74735  74736  74737  74738
##  [6621]  74739  74740  74741  74742  74743  74744  74745  74746  74747  74748
##  [6631]  74749  74750  74751  74752  74753  74754  74755  74756  74757  74758
##  [6641]  74759  74760  74761  74762  74763  74764  74765  74766  74767  74768
##  [6651]  74770  74771  74772  74773  74774  74775  74776  74777  74778  74779
##  [6661]  74780  74781  74782  74783  74784  74785  74786  74787  74788  74789
##  [6671]  74790  74791  74792  74793  74794  74795  74796  74797  74798  74799
##  [6681]  74800  74801  74802  74803  74804  74805  74806  74807  74808  74809
##  [6691]  74810  74811  74812  74813  74814  74815  74816  74817  74818  74819
##  [6701]  74820  74821  74822  74823  74824  74825  74826  74827  74828  74829
##  [6711]  74830  74831  74832  74833  74834  74835  74836  74837  74838  74839
##  [6721]  74840  74841  74842  74843  74844  74845  74846  74847  74848  74849
##  [6731]  74850  74851  74852  74853  74854  74855  74856  74857  74858  74859
##  [6741]  74860  74861  74862  74863  74864  74865  74866  74867  74868  74869
##  [6751]  74870  74871  74872  74873  74874  74875  74876  74877  74878  74879
##  [6761]  74880  74881  74882  74883  74884  74885  74886  74887  74888  74889
##  [6771]  74890  74891  74892  74893  74894  74895  74896  74897  74898  74899
##  [6781]  74900  74901  74902  74903  74904  74905  74906  74907  74908  74909
##  [6791]  74910  74911  74912  74913  74914  74915  74916  74917  74918  74919
##  [6801]  74920  74921  74922  74923  74924  74925  74926  74927  74928  74929
##  [6811]  74930  74931  74932  74933  74934  74935  74936  74937  74938  74939
##  [6821]  74940  74941  74942  74943  74944  74945  74946  74947  74948  74949
##  [6831]  74950  74951  74952  74953  74956  74957  74958  74959  74960  74961
##  [6841]  74962  74963  74964  74966  74967  74968  74969  74970  74971  74972
##  [6851]  74973  74974  74975  74976  74977  74978  74979  74980  74981  74982
##  [6861]  74983  74984  74985  74986  74987  74988  74989  74990  74991  74992
##  [6871]  74993  74994  74995  74996  74997  74998  74999  75000  75001  75002
##  [6881]  75003  75004  75005  75006  75007  75008  75009  75010  75011  75012
##  [6891]  75013  75014  75015  75016  75017  75018  75019  75020  75021  75022
##  [6901]  75023  75024  75025  75026  75027  75028  75029  75030  75031  75032
##  [6911]  75033  75034  75035  75036  75037  75038  75039  75040  75041  75042
##  [6921]  75043  75044  75045  75046  75047  75048  75049  75050  75051  75052
##  [6931]  75053  75054  75055  75056  75057  75058  75059  75060  75061  75062
##  [6941]  75063  75064  75065  75066  75067  75068  75069  75070  75071  75072
##  [6951]  75073  75074  75075  75076  75077  75078  75079  75080  75081  75082
##  [6961]  75083  75084  75085  75086  75087  75088  75089  75090  75091  75092
##  [6971]  75093  75094  75095  75096  75097  75098  75099  75100  75101  75102
##  [6981]  75103  75104  75105  75106  75107  75108  75109  75110  75111  75112
##  [6991]  75113  75114  75115  75116  75117  75118  75119  75120  75121  75122
##  [7001]  75123  75124  75125  75126  75127  75128  75129  75130  75131  75132
##  [7011]  75133  75134  75135  75136  75137  75138  75139  75140  75141  75142
##  [7021]  75143  75144  75145  75146  75147  75148  75149  75150  75151  75152
##  [7031]  75153  75154  75155  75156  75157  75158  75159  75160  75161  75162
##  [7041]  75163  75164  75165  75166  75167  75168  75169  75170  75171  75172
##  [7051]  75173  75174  75175  75176  75177  75178  75179  75180  75181  75182
##  [7061]  75183  75184  75185  75186  75187  75188  75189  75190  75191  75192
##  [7071]  75193  75194  75195  75196  75197  75198  75199  75200  75201  75202
##  [7081]  75203  75204  75205  75206  75207  75208  75209  75210  75211  75212
##  [7091]  75213  75214  75215  75216  75217  75218  75219  75220  75221  75222
##  [7101]  75223  75224  75225  75226  75227  75228  75229  75230  75231  75301
##  [7111]  75438  75671  75672  75673  75894  75896  76201  76364  76365  76366
##  [7121]  76367  76368  76391  76949  76950  77004  77129  77153  77154  77156
##  [7131]  77157  77158  77159  77160  77161  77162  77163  77164  77165  77169
##  [7141]  77170  77171  77172  77173  77174  77175  77176  77178  77179  77180
##  [7151]  77182  77183  77184  77185  77186  77187  77188  77190  77191  77192
##  [7161]  77193  77194  77195  77197  77198  77200  77201  77202  77203  77204
##  [7171]  77205  77210  77211  77212  77213  77215  77216  77217  77218  77220
##  [7181]  77223  77225  77226  77227  77228  77229  77230  77231  77232  77233
##  [7191]  77234  77235  77236  77237  77238  77241  77242  77245  77246  77247
##  [7201]  77251  77252  77258  77261  77262  77263  77264  77265  77266  77267
##  [7211]  77279  77280  77281  77282  77283  77284  77290  77296  77297  77298
##  [7221]  77301  77302  77303  77305  77306  77312  77315  77316  77317  77318
##  [7231]  77319  77320  77321  77322  77323  77324  77325  77326  77327  77328
##  [7241]  77329  77330  77331  77332  77333  77334  77335  77337  77338  77342
##  [7251]  77349  77350  77351  77352  77353  77354  77355  77356  77358  77362
##  [7261]  77363  77366  77368  77369  77375  77376  77379  77380  77386  77392
##  [7271]  77393  77396  77397  77398  77399  77400  77401  77402  77403  77406
##  [7281]  77407  77411  77412  77413  77414  77415  77416  77417  77418  77419
##  [7291]  77420  77422  77423  77424  77425  77426  77427  77429  77430  77431
##  [7301]  77432  77433  77434  77435  77436  77438  77439  77440  77441  77442
##  [7311]  77443  77447  77448  77449  77450  77453  77454  77455  77456  77457
##  [7321]  77458  77459  77464  77465  77466  77467  77468  77471  77472  77473
##  [7331]  77474  77475  77484  77485  77486  77487  77488  77489  77490  77491
##  [7341]  77492  77494  77495  77496  77497  77498  77501  77502  77503  77506
##  [7351]  77507  77513  77514  77515  77518  77519  77520  77524  77525  77526
##  [7361]  77527  77528  77529  77531  77532  77535  77539  77540  77541  77542
##  [7371]  77543  77544  77547  77548  77549  77550  77551  77552  77553  77554
##  [7381]  77555  77556  77557  77558  77559  77560  77561  77562  77563  77564
##  [7391]  77565  77566  77567  77568  77569  77571  77572  77573  77574  77575
##  [7401]  77580  77581  77582  77590  77591  77592  77593  77594  77595  77596
##  [7411]  77597  77598  77599  77600  77601  77602  77605  77606  77607  77612
##  [7421]  77613  77614  77615  77616  77617  77618  77619  77620  77622  77623
##  [7431]  77624  77626  77627  77628  77629  77630  77631  77632  77636  77638
##  [7441]  77639  77640  77641  77642  77643  77644  77645  77646  77647  77648
##  [7451]  77650  77651  77652  77653  77654  77655  77656  77661  77662  77663
##  [7461]  77664  77665  77666  77667  77668  77670  77672  77673  77674  77679
##  [7471]  77680  77681  77686  77687  77688  77689  77690  77691  77692  77693
##  [7481]  77694  77698  77699  77700  77701  77702  77703  77705  77706  77707
##  [7491]  77708  77710  77711  77712  77713  77714  77715  77716  77717  77718
##  [7501]  77719  77720  77721  77722  77723  77724  77727  77728  77729  77730
##  [7511]  77731  77732  77733  77734  77735  77736  77744  77747  77748  77749
##  [7521]  77750  77751  77753  77754  77755  77756  77762  77765  77766  77767
##  [7531]  77768  77769  77770  77771  77772  77773  77774  77775  77777  77778
##  [7541]  77779  77780  77781  77782  77783  77784  77785  77790  77793  77794
##  [7551]  77796  77797  77799  77800  77801  77802  77803  77804  77808  77809
##  [7561]  77810  77814  77815  77816  77817  77818  77819  77820  77821  77822
##  [7571]  77823  77824  77825  77826  77827  77828  77829  77831  77832  77833
##  [7581]  77834  77835  77836  77837  77838  77839  77840  77841  77842  77843
##  [7591]  77844  77845  77846  77847  77848  77849  77850  77851  77853  77854
##  [7601]  77855  77856  77859  77860  77863  77864  77865  77867  77868  77869
##  [7611]  77870  77871  77872  77873  77875  77876  77877  77878  77880  77881
##  [7621]  77882  77883  77885  77886  77887  77891  77893  77894  77895  77896
##  [7631]  77897  77898  77899  77900  77901  77902  77903  77905  77906  77907
##  [7641]  77908  77909  77917  77918  77919  77923  77924  77925  77926  77927
##  [7651]  77928  77929  77930  77931  77932  77933  77934  77935  77936  77937
##  [7661]  77938  77939  77940  77941  77942  77943  77944  77945  77946  77950
##  [7671]  77951  77953  77954  77955  77957  77958  77959  77960  77963  77966
##  [7681]  77967  77970  77971  77972  77973  77974  77975  77976  77977  77978
##  [7691]  77979  77986  77987  77988  77989  77993  77994  77995  77996  77997
##  [7701]  77999  78000  78001  78002  78003  78004  78007  78008  78009  78010
##  [7711]  78011  78012  78013  78014  78015  78016  78018  78019  78021  78022
##  [7721]  78023  78025  78027  78031  78036  78037  78040  78041  78042  78043
##  [7731]  78044  78047  78048  78049  78050  78051  78052  78053  78054  78055
##  [7741]  78056  78057  78058  78059  78060  78061  78062  78063  78064  78065
##  [7751]  78066  78067  78068  78069  78070  78071  78078  78081  78083  78084
##  [7761]  78085  78086  78087  78089  78090  78093  78095  78096  78097  78099
##  [7771]  78100  78102  78104  78114  78115  78116  78117  78118  78119  78120
##  [7781]  78121  78122  78123  78124  78125  78129  78132  78138  78139  78140
##  [7791]  78141  78142  78143  78144  78145  78146  78147  78148  78149  78150
##  [7801]  78151  78152  78155  78156  78157  78160  78161  78162  78163  78164
##  [7811]  78165  78166  78167  78168  78169  78170  78171  78172  78173  78174
##  [7821]  78175  78176  78180  78181  78182  78183  78184  78185  78186  78187
##  [7831]  78188  78197  78198  78201  78204  78205  78206  78207  78208  78209
##  [7841]  78212  78213  78214  78215  78216  78217  78218  78219  78220  78221
##  [7851]  78222  78223  78224  78225  78226  78228  78238  78239  78240  78244
##  [7861]  78245  78249  78250  78251  78252  78253  78255  78256  78257  78258
##  [7871]  78263  78264  78265  78266  78270  78272  78273  78274  78277  78278
##  [7881]  78279  78280  78281  78282  78283  78284  78285  78286  78287  78288
##  [7891]  78289  78290  78299  78300  78301  78303  78304  78305  78306  78307
##  [7901]  78308  78309  78310  78311  78312  78313  78314  78318  78319  78320
##  [7911]  78321  78322  78323  78324  78325  78326  78327  78328  78329  78330
##  [7921]  78333  78334  78335  78336  78337  78339  78340  78341  78342  78343
##  [7931]  78344  78345  78346  78347  78348  78349  78350  78352  78353  78361
##  [7941]  78362  78363  78364  78365  78366  78371  78372  78373  78374  78379
##  [7951]  78382  78383  78389  78390  78393  78394  78395  78396  78397  78398
##  [7961]  78399  78400  78401  78402  78404  78405  78406  78407  78411  78412
##  [7971]  78413  78414  78415  78416  78424  78425  78426  78434  78435  78436
##  [7981]  78437  78438  78439  78449  78450  78451  78452  78453  78455  78456
##  [7991]  78457  78458  78459  78460  78461  78463  78465  78466  78468  78469
##  [8001]  78470  78471  78472  78473  78474  78475  78476  78480  78481  78482
##  [8011]  78483  78484  78485  78486  78487  78488  78489  78493  78494  78495
##  [8021]  78496  78497  78500  78505  78506  78507  78508  78511  78512  78513
##  [8031]  78514  78515  78516  78517  78518  78519  78520  78521  78522  78523
##  [8041]  78524  78525  78526  78527  78528  78529  78530  78531  78532  78533
##  [8051]  78534  78535  78536  78537  78538  78539  78540  78541  78542  78543
##  [8061]  78544  78546  78547  78548  78549  78550  78551  78552  78553  78554
##  [8071]  78555  78556  78557  78558  78559  78562  78563  78564  78565  78566
##  [8081]  78567  78568  78571  78572  78573  78576  78577  78581  78582  78583
##  [8091]  78584  78585  78587  78588  78589  78590  78593  78594  78596  78597
##  [8101]  78598  78600  78604  78605  78606  78607  78608  78609  78612  78613
##  [8111]  78614  78617  78618  78619  78620  78621  78622  78623  78625  78626
##  [8121]  78630  78631  78633  78637  78639  78640  78641  78642  78643  78644
##  [8131]  78645  78646  78648  78649  78650  78657  78658  78659  78660  78661
##  [8141]  78675  78678  78679  78680  78681  78684  78685  78688  78689  78695
##  [8151]  78696  78697  78698  78699  78700  78701  78702  78703  78704  78705
##  [8161]  78706  78708  78709  78713  78719  78720  78721  78722  78723  78725
##  [8171]  78726  78728  78729  78730  78731  78732  78733  78734  78735  78746
##  [8181]  78747  78748  78749  78750  78751  78752  78756  78760  78761  78762
##  [8191]  78763  78764  78765  78766  78767  78768  78769  78772  78773  78774
##  [8201]  78775  78778  78779  78782  78783  78785  78786  78788  78789  78790
##  [8211]  78794  78796  78797  78798  78799  78801  78805  78810  78811  78812
##  [8221]  78813  78816  78822  78824  78825  78826  78827  78828  78830  78831
##  [8231]  78832  78833  78835  78836  78842  78845  78846  78848  78849  78850
##  [8241]  78851  78853  78854  78855  78858  78859  78860  78861  78862  78865
##  [8251]  78866  78867  78868  78873  78874  78876  78877  78878  78879  78880
##  [8261]  78881  78883  78885  78886  78887  78888  78889  78893  78894  78895
##  [8271]  78896  78899  78900  78901  78902  78905  78906  78907  78908  78909
##  [8281]  78911  78913  78914  78915  78916  78917  78918  78919  78920  78921
##  [8291]  78922  78927  78928  78929  78930  78934  78935  78936  78939  78940
##  [8301]  78941  78942  78943  78944  78948  78949  78950  78951  78952  78960
##  [8311]  78961  78962  78963  78964  78965  78966  78971  78972  78973  78976
##  [8321]  78977  78978  78979  78980  78993  79000  79001  79002  79010  79011
##  [8331]  79012  79015  79018  79019  79020  79021  79022  79023  79024  79025
##  [8341]  79030  79031  79032  79033  79034  79035  79037  79039  79044  79048
##  [8351]  79049  79050  79051  79052  79053  79057  79058  79059  79060  79061
##  [8361]  79062  79063  79064  79065  79066  79068  79070  79071  79072  79073
##  [8371]  79074  79075  79076  79077  79078  79079  79080  79081  79082  79083
##  [8381]  79084  79234  79529  79530  79531  79862  79863  80072  80073  80074
##  [8391]  80075  80076  80077  80078  80079  80401  80819  80820  80821  81014
##  [8401]  81015  81016  81017  81018  81019  81020  81029  81030  81031  81032
##  [8411]  81034  81036  81040  81048  81052  81053  81058  81060  81062  81063
##  [8421]  81064  81067  81068  81073  81074  81078  81080  81081  81083  81084
##  [8431]  81085  81086  81087  81088  81093  81094  81095  81099  81109  81120
##  [8441]  81122  81123  81124  81137  81138  81139  81140  81141  81142  81148
##  [8451]  81150  81154  81155  81156  81161  81170  81175  81176  81177  81178
##  [8461]  81180  81181  81182  81183  81184  81192  81193  81201  81202  81203
##  [8471]  81204  81205  81207  81208  81209  81210  81211  81214  81224  81227
##  [8481]  81244  81245  81246  81247  81250  81251  81269  81270  81280  81281
##  [8491]  81282  81283  81284  81285  81287  81307  81308  81309  81313  81314
##  [8501]  81315  81316  81323  81324  81325  81326  81327  81328  81329  81330
##  [8511]  81331  81332  81333  81343  81344  81352  81353  81354  81355  81356
##  [8521]  81364  81365  81371  81372  81373  81376  81378  81379  81380  81381
##  [8531]  81383  81384  81385  81389  81390  81393  81397  81402  81405  81406
##  [8541]  81407  81409  81410  81412  81416  81417  81421  81422  81426  81433
##  [8551]  81438  81439  81440  81441  81442  81443  81444  81445  81446  81447
##  [8561]  81449  81455  81457  81464  81465  81479  81480  81481  81482  81487
##  [8571]  81488  81501  81503  81504  81506  81510  81511  81514  81523  81524
##  [8581]  81528  81530  81531  81532  81537  81539  81543  81548  81552  81556
##  [8591]  81557  81558  81559  81560  81561  81563  81564  81568  81569  81570
##  [8601]  81571  81572  81573  81574  81575  81582  81585  81586  81587  81595
##  [8611]  81596  81597  81598  81599  81600  81601  81602  81605  81606  81607
##  [8621]  81608  81609  81611  81612  81620  81621  81622  81623  81624  81625
##  [8631]  81626  81627  81628  81629  81630  81631  81635  81638  81639  81640
##  [8641]  81643  81647  81649  81650  81651  81654  81655  81658  81660  81661
##  [8651]  81662  81666  81667  81668  81672  81673  81681  81682  81683  81684
##  [8661]  81685  81686  81687  81689  81690  81691  81692  81693  81694  81702
##  [8671]  81703  81704  81705  81706  81709  81712  81713  81714  81717  81718
##  [8681]  81722  81723  81736  81739  81740  81742  81743  81744  81745  81749
##  [8691]  81760  81764  81765  81767  81775  81791  81792  81793  81797  81798
##  [8701]  81799  81801  81802  81804  81811  81812  81813  81817  81818  81825
##  [8711]  81831  81838  81839  81840  81841  81842  81844  81845  81846  81847
##  [8721]  81848  81849  81850  81851  81852  81853  81855  81861  81862  81865
##  [8731]  81875  81876  81877  81878  81881  81885  81889  81890  81891  81892
##  [8741]  81893  81898  81906  81907  81908  81909  81910  81911  81912  81913
##  [8751]  81914  81915  81916  81922  81923  81924  81925  81928  81929  81941
##  [8761]  81942  81945  81947  81948  81953  81954  81958  81964  81965  81966
##  [8771]  81967  81968  81969  81970  81972  81973  81974  81975  81976  81977
##  [8781]  81978  81979  81980  81981  81987  81990  81991  81997  82011  82012
##  [8791]  82013  82014  82015  82018  82019  82020  82035  82036  82037  82038
##  [8801]  82039  82040  82041  82042  82043  82044  82045  82056  82057  82058
##  [8811]  82059  82060  82061  82062  82063  82070  82071  82072  82073  82074
##  [8821]  82075  82076  82077  82078  82079  82080  82081  82082  82083  82084
##  [8831]  82104  82105  82106  82108  82115  82121  82122  82123  82124  82130
##  [8841]  82133  82135  82143  82144  82145  82156  82161  82163  82164  82165
##  [8851]  82176  82177  82178  82191  82192  82193  82194  82195  82198  82199
##  [8861]  82200  82201  82202  82204  82210  82211  82214  82215  82216  82221
##  [8871]  82222  82223  82230  82231  82232  82235  82236  82244  82245  82249
##  [8881]  82250  82251  82269  82270  82271  82272  82283  82292  82293  82294
##  [8891]  82295  82296  82308  82309  82310  82313  82314  82315  82316  82317
##  [8901]  82318  82323  82326  82327  82328  82329  82331  82332  82338  82339
##  [8911]  82345  82346  82347  82352  82353  82354  82355  82357  82366  82367
##  [8921]  82369  82371  82377  82378  82379  82380  82381  82383  82384  82385
##  [8931]  82386  82387  82388  82389  82397  82404  82406  82407  82408  82409
##  [8941]  82415  82416  82417  82420  82421  82422  82423  82424  82426  82429
##  [8951]  82430  82431  82434  82440  82441  82443  82445  82451  82452  82455
##  [8961]  82456  82458  82463  82464  82465  82471  82472  82475  82476  82477
##  [8971]  82478  82479  82483  82484  82497  82498  82499  82500  82506  82507
##  [8981]  82508  82511  82512  82515  82516  82517  82518  82519  82520  82536
##  [8991]  82537  82538  82539  82542  82546  82547  82553  82554  82563  82564
##  [9001]  82566  82567  82574  82580  82581  82583  82584  82586  82589  82604
##  [9011]  82605  82606  82607  82608  82609  82614  82618  82619  82620  82621
##  [9021]  82622  82624  82627  82630  82631  82637  82640  82641  82646  82648
##  [9031]  82652  82654  82655  82656  82657  82658  82659  82663  82668  82672
##  [9041]  82673  82674  82680  82681  82682  82686  82688  82689  82690  82691
##  [9051]  82693  82694  82703  82704  82705  82706  82709  82711  82712  82713
##  [9061]  82714  82723  82724  82725  82726  82727  82734  82735  82736  82737
##  [9071]  82741  82753  82754  82757  82758  82761  82765  82766  82769  82778
##  [9081]  82782  82783  82784  82794  82797  82798  82799  82804  82805  82809
##  [9091]  82810  82818  82819  82820  82821  82822  82823  82832  82833  82834
##  [9101]  82837  82838  82839  82840  82841  82842  82843  82844  82845  82846
##  [9111]  82847  82848  82849  82850  82860  82868  82869  82870  82872  82873
##  [9121]  82876  82877  82878  82879  82880  82881  82882  82883  82892  82893
##  [9131]  82902  82903  82904  82905  82908  82909  82912  82913  82914  82915
##  [9141]  82919  82920  82921  82923  82924  82925  82932  82933  82934  82935
##  [9151]  82936  82940  82941  82942  82996  83000  83012  83013  83022  83023
##  [9161]  83028  83049  83070  83100  83101  83114  83115  83116  83122  83153
##  [9171]  83174  83175  83176  83179  83183  83184  83185  83213  83214  83216
##  [9181]  83236  83253  83264  83313  83314  83326  83337  83345  83346  83370
##  [9191]  83371  83372  83429  83468  83475  83476  83488  83489  83538  83559
##  [9201]  83583  83584  83589  83590  83595  83596  83597  83613  83615  83624
##  [9211]  83640  83667  83695  83722  83767  83768  83769  83770  83771  83773
##  [9221]  83774  83781  83782  83784  83830  83831  83843  83844  83845  83846
##  [9231]  83847  83848  83849  83850  83890  83893  83894  83895  83896  83897
##  [9241]  83898  83899  83911  83912  83916  83954  83955  83956  83957  83958
##  [9251]  83959  83960  83999  84000  84001  84002  84003  84004  84005  84006
##  [9261]  84007  84008  84009  84010  84011  84012  84013  84031  84032  84040
##  [9271]  84056  84059  84093  84094  84107  84118  84119  84143  84144  84145
##  [9281]  84221  84222  84223  84224  84225  84286  84319  84368  84371  84375
##  [9291]  84376  84380  84387  84404  84405  84411  84426  84445  84446  84447
##  [9301]  84484  84485  84486  84487  84488  84489  84490  84491  84515  84518
##  [9311]  84552  84556  84609  84632  84633  84648  84671  84726  84727  84728
##  [9321]  84737  84749  84750  84751  84752  84789  84853  84856  84861  84862
##  [9331]  84863  84864  84865  84877  84878  84892  84894  84897  84904  84915
##  [9341]  84927  84928  84931  84932  84934  84935  84939  84943  84944  84951
##  [9351]  84952  84953  84957  84967  84983  84995  84996  84997  84998  84999
##  [9361]  85006  85013  85014  85019  85022  85028  85038  85039  85043  85044
##  [9371]  85045  85057  85059  85060  85061  85062  85063  85065  85066  85070
##  [9381]  85071  85072  85095  85096  85102  85108  85109  85112  85113  85114
##  [9391]  85138  85141  85142  85143  85145  85154  85155  85156  85165  85169
##  [9401]  85170  85171  85172  85173  85180  85182  85200  85210  85211  85212
##  [9411]  85215  85216  85230  85231  85234  85236  85240  85242  85243  85251
##  [9421]  85255  85264  85279  85280  85290  85313  85323  85324  85325  85326
##  [9431]  85327  85338  85339  85340  85345  85346  85347  85359  85361  85362
##  [9441]  85368  85372  85388  85389  85390  85397  85401  85410  85416  85421
##  [9451]  85422  85426  85427  85428  85429  85430  85441  85443  85444  85445
##  [9461]  85451  85452  85467  85478  85493  85495  85501  85504  85509  85510
##  [9471]  85512  85513  85516  85518  85519  85524  85525  85526  85532  85539
##  [9481]  85540  85541  85542  85543  85544  85545  85547  85548  85549  85550
##  [9491]  85551  85552  85560  85561  85570  85571  85572  85601  85602  85603
##  [9501]  85607  85621  85624  85633  85639  85640  85641  85642  85643  85649
##  [9511]  85650  85669  85670  85671  85675  85676  85689  85702  85703  85707
##  [9521]  85708  85713  85734  85735  85747  85748  85749  85750  85751  85759
##  [9531]  85760  85761  85762  85783  85805  85806  85807  85808  85816  85819
##  [9541]  85820  85840  85841  85842  85845  85847  85855  85871  85879  85880
##  [9551]  85881  85882  85883  85884  85885  85886  85887  85888  85889  85896
##  [9561]  85897  85898  85899  85900  85901  85902  85903  85905  85906  85907
##  [9571]  85908  85918  85919  85957  85958  85962  85963  85964  85965  85967
##  [9581]  85988  85989  85990  85991  85993  86021  86022  86023  86026  86027
##  [9591]  86028  86029  86030  86047  86048  86049  86050  86051  86052  86053
##  [9601]  86057  86060  86061  86087  86089  86090  86098  86099  86109  86127
##  [9611]  86128  86129  86133  86134  86141  86150  86151  86152  86153  86154
##  [9621]  86169  86180  86181  86186  86187  86189  86191  86203  86210  86211
##  [9631]  86212  86213  86215  86227  86229  86241  86242  86243  86244  86245
##  [9641]  86246  86247  86257  86258  86259  86260  86270  86271  86272  86273
##  [9651]  86274  86275  86279  86300  86302  86304  86305  86310  86315  86316
##  [9661]  86329  86330  86333  86334  86335  86355  86369  86370  86377  86391
##  [9671]  86394  86395  86396  86397  86399  86411  86413  86414  86415  86416
##  [9681]  86417  86418  86419  86420  86421  86422  86429  86438  86439  86444
##  [9691]  86445  86446  86447  86462  86463  86464  86465  86466  86467  86481
##  [9701]  86506  86510  86512  86513  86533  86534  86535  86536  86537  86552
##  [9711]  86564  86565  86566  86567  86569  86570  86578  86585  86592  86593
##  [9721]  86594  86595  86612  86617  86618  86623  86624  86636  86637  86643
##  [9731]  86644  86652  86667  86668  86676  86677  86678  86679  86680  86681
##  [9741]  86682  86695  86696  86719  86720  86728  86731  86741  86742  86746
##  [9751]  86747  86748  86749  86760  86761  86762  86763  86770  86771  86772
##  [9761]  86773  86777  86778  86782  86785  86800  86827  86860  86863  86872
##  [9771]  86897  86906  86913  86914  86915  86916  86917  86918  86962  86963
##  [9781]  86964  86965  86970  86971  86979  86998  87067  87070  87100  87101
##  [9791]  87102  87144  87145  87159  87160  87199  87244  87288  87346  87347
##  [9801]  87369  87375  87376  87377  87378  87379  87456  87497  87501  87536
##  [9811]  87537  87551  87552  87554  87602  87603  87631  87632  87642  87671
##  [9821]  87775  87784  87846  87847  87848  87900  87901  87910  87911  87915
##  [9831]  87920  87943  87950  87969  88113  88114  88139  88140  88141  88142
##  [9841]  88170  88174  88175  88176  88193  88194  88195  88208  88253  88254
##  [9851]  88270  88271  88278  88323  88324  88325  88326  88391  88392  88430
##  [9861]  88443  88461  88521  88522  88528  88541  88556  88559  88560  88574
##  [9871]  88575  88578  88597  88626  88627  88628  88629  88630  88631  88632
##  [9881]  88633  88634  88635  88636  88637  88660  88696  88713  88728  88808
##  [9891]  88945  88946  88947  88995  89068  89069  89070  89272  89478  89680
##  [9901]  89681  89682  89683  89684  89685  89686  89704  89717  89718  89719
##  [9911]  89720  89721  89722  89723  89724  89786  89787  89788  89789  89790
##  [9921]  89791  89792  89793  89794  89795  89796  89797  89798  89799  89800
##  [9931]  89803  89804  89805  89806  89807  89808  89809  89810  89811  89902
##  [9941]  89903  89904  90014  90015  90016  90017  90018  90019  90020  90021
##  [9951]  90022  90566  90656  90657  90830  90831  90832  90837  90925  91288
##  [9961]  91311  91312  91314  91407  91462  91463  91500  91521  91522  91550
##  [9971]  91646  91647  91648  91649  91650  91651  91652  91653  91715  91716
##  [9981]  91717  91718  91719  91720  91721  91722  91723  91724  91725  91726
##  [9991]  91727  91728  91729  91754  92193  92194  92195  92196  92197  92372
## [10001]  92402  92403  92553  92614  92631  92639  92640  92696  92700  92701
## [10011]  92702  92703  92704  92705  92716  92717  92718  92719  92737  92759
## [10021]  92760  92761  92763  92764  92765  92766  92771  92772  92788  92812
## [10031]  92816  92817  92825  92826  92843  92844  92853  92916  92931  92948
## [10041]  92949  92995  92996  93068  93079  93081  93122  93130  93181  93182
## [10051]  93185  93214  93215  93216  93220  93234  93235  93246  93247  93270
## [10061]  93271  93272  93273  93279  93286  93287  93299  93300  93301  93302
## [10071]  93303  93304  93305  93378  93385  93386  93387  93418  93419  93420
## [10081]  93421  93424  93425  93457  93488  93489  93490  93517  93565  93571
## [10091]  93574  93606  93607  93608  93634  93635  93678  93679  93680  93702
## [10101]  93704  93705  93706  93709  93742  93743  93777  93786  93787  93793
## [10111]  93794  93816  93817  93826  93827  93828  93829  93830  93831  93832
## [10121]  93833  93834  93866  93867  93868  93869  93870  93871  93883  93900
## [10131]  93901  93932  93944  93947  93948  93949  93950  93956  93958  93959
## [10141]  93960  93971  93980  93981  93982  94065  94075  94076  94077  94095
## [10151]  94116  94122  94123  94124  94125  94126  94127  94140  94141  94161
## [10161]  94162  94167  94206  94208  94209  94221  94293  94315  94336  94361
## [10171]  94362  94366  94367  94411  94412  94450  94451  94452  94453  94454
## [10181]  94455  94456  94465  94476  94477  94478  94479  94483  94493  94494
## [10191]  94517  94518  94519  94520  94521  94522  94523  94540  94541  94543
## [10201]  94544  94545  94546  94547  94548  94555  94556  94560  94561  94572
## [10211]  94573  94574  94595  94596  94597  94602  94604  94605  94612  94613
## [10221]  94628  94640  94641  94642  94643  94644  94664  94673  94674  94675
## [10231]  94683  94684  94686  94687  94700  94701  94703  94704  94705  94706
## [10241]  94707  94708  94710  94711  94717  94723  94724  94727  94745  94746
## [10251]  94753  94774  94775  94782  94787  94788  94791  94792  94810  94816
## [10261]  94817  94818  94837  94853  94855  94856  94857  94860  94861  94862
## [10271]  94875  94876  94877  94878  94881  94886  94898  94899  94900  94905
## [10281]  94908  94910  94911  94915  94924  94925  94936  94973  94974  94975
## [10291]  94976  94977  94978  94979  94980  94983  94984  94985  94997  95013
## [10301]  95014  95027  95042  95059  95061  95068  95069  95076  95077  95078
## [10311]  95085  95086  95108  95109  95138  95141  95142  95154  95155  95156
## [10321]  95161  95169  95170  95171  95175  95176  95184  95186  95199  95200
## [10331]  95201  95202  95214  95215  95216  95217  95220  95228  95229  95230
## [10341]  95231  95242  95243  95246  95247  95248  95252  95267  95268  95269
## [10351]  95270  95289  95290  95291  95292  95293  95297  95298  95299  95302
## [10361]  95313  95318  95319  95320  95321  95327  95331  95332  95349  95350
## [10371]  95352  95353  95358  95359  95361  95362  95363  95381  95386  95388
## [10381]  95409  95417  95418  95419  95425  95428  95430  95448  95454  95456
## [10391]  95457  95464  95475  95476  95477  95478  95479  95480  95481  95482
## [10401]  95485  95486  95490  95493  95500  95502  95516  95524  95525  95526
## [10411]  95527  95528  95529  95530  95531  95532  95533  95534  95562  95573
## [10421]  95574  95575  95576  95577  95578  95579  95580  95581  95582  95583
## [10431]  95584  95585  95586  95587  95590  95591  95592  95593  95594  95595
## [10441]  95596  95597  95598  95614  95626  95627  95631  95633  95638  95654
## [10451]  95655  95656  95657  95658  95666  95673  95674  95675  95679  95680
## [10461]  95689  95690  95691  95706  95715  95716  95722  95723  95732  95772
## [10471]  95773  95774  95776  95777  95778  95779  95786  95812  95813  95816
## [10481]  95817  95818  95819  95820  95821  95825  95849  95850  95855  95856
## [10491]  95857  95858  95862  95863  95866  95867  95868  95869  95872  95875
## [10501]  95884  95885  95886  95890  95891  95892  95893  95900  95908  95909
## [10511]  95910  95911  95920  95923  95937  95945  95955  95960  95966  95969
## [10521]  95970  95976  95977  95980  95998  96000  96001  96002  96003  96004
## [10531]  96005  96019  96020  96021  96047  96049  96050  96056  96057  96058
## [10541]  96059  96060  96061  96062  96063  96064  96065  96066  96067  96069
## [10551]  96070  96087  96092  96096  96107  96108  96109  96124  96125  96128
## [10561]  96129  96146  96155  96157  96158  96167  96168  96196  96197  96203
## [10571]  96206  96207  96229  96230  96244  96265  96268  96269  96270  96272
## [10581]  96275  96276  96281  96282  96295  96296  96303  96304  96305  96313
## [10591]  96321  96322  96323  96324  96325  96326  96340  96341  96361  96362
## [10601]  96363  96372  96373  96376  96379  96380  96381  96382  96383  96384
## [10611]  96385  96391  96392  96393  96394  96398  96400  96401  96402  96405
## [10621]  96409  96410  96413  96414  96418  96424  96427  96429  96460  96558
## [10631]  96559  96560  96561  96562  96563  96624  96837  96918  96935  96936
## [10641]  97121  97122  97123  97124  97125  97126  97127  97134  97135  97143
## [10651]  97175  97176  97177  97210  97211  97393  97425  97426  97427  97492
## [10661]  97493  97502  97503  97504  97505  97506  97507  97508  97509  97510
## [10671]  97511  97512  97513  97514  97515  97516  97644  97645  97684  97685
## [10681]  97690  97887  97888  97985  97987  97988  97989  97990  97991  97992
## [10691]  97993  97994  98372  98373  98380  98381  98390  98391  98392  98396
## [10701]  98398  98401  98402  98403  98404  98405  98406  98409  98410  98411
## [10711]  98412  98413  98414  98418  98430  98431  98432  98435  98437  98444
## [10721]  98445  98446  98449  98452  98453  98454  98455  98456  98461  98481
## [10731]  98484  98485  98486  98498  98499  98500  98501  98502  98503  98507
## [10741]  98508  98511  98524  98536  98537  98538  98539  98541  98542  98544
## [10751]  98545  98546  98547  98548  98550  98553  98561  98562  98563  98564
## [10761]  98565  98566  98570  98571  98572  98575  98580  98584  98589  98593
## [10771]  98603  98604  98605  98606  98607  98608  98613  98618  98619  98620
## [10781]  98621  98622  98630  98631  98632  98633  98640  98641  98645  98646
## [10791]  98649  98650  98657  98658  98659  98672  98673  98674  98675  98676
## [10801]  98677  98684  98685  98691  98692  98693  98694  98704  98705  98716
## [10811]  98717  98718  98719  98720  98725  98726  98745  98746  98747  98748
## [10821]  98750  98758  98759  98762  98763  98768  98772  98773  98782  98783
## [10831]  98784  98792  98809  98810  98816  98817  98818  98831  98832  98833
## [10841]  98834  98835  98836  98837  98838  98855  98862  98866  98867  98868
## [10851]  98871  98872  98875  98885  98898  98913  98917  98928  98929  98930
## [10861]  98931  98932  98933  98949  98950  98951  98952  98953  98966  98967
## [10871]  98970  98972  98994  98996  99002  99003  99004  99013  99018  99019
## [10881]  99021  99022  99023  99027  99028  99029  99033  99034  99035  99039
## [10891]  99043  99044  99045  99046  99047  99048  99057  99058  99059  99060
## [10901]  99065  99067  99071  99072  99076  99077  99078  99079  99085  99086
## [10911]  99087  99088  99089  99090  99091  99092  99100  99101  99125  99126
## [10921]  99128  99136  99137  99138  99152  99153  99155  99156  99157  99160
## [10931]  99162  99165  99169  99170  99172  99173  99174  99176  99177  99186
## [10941]  99197  99198  99205  99206  99207  99208  99210  99211  99234  99235
## [10951]  99236  99240  99241  99242  99244  99259  99266  99268  99269  99270
## [10961]  99271  99272  99273  99274  99275  99276  99277  99278  99279  99280
## [10971]  99281  99282  99283  99304  99308  99309  99312  99317  99318  99324
## [10981]  99351  99358  99360  99361  99362  99363  99364  99365  99366  99367
## [10991]  99368  99369  99370  99371  99382  99383  99384  99385  99393  99394
## [11001]  99395  99416  99420  99421  99422  99423  99424  99426  99429  99446
## [11011]  99447  99460  99461  99465  99466  99467  99472  99474  99475  99482
## [11021]  99484  99485  99489  99491  99492  99493  99494  99507  99508  99517
## [11031]  99519  99520  99523  99524  99534  99535  99536  99537  99538  99540
## [11041]  99541  99542  99543  99545  99558  99560  99561  99562  99563  99564
## [11051]  99566  99567  99568  99569  99570  99580  99581  99592  99593  99598
## [11061]  99608  99609  99630  99631  99632  99636  99637  99644  99653  99654
## [11071]  99655  99656  99657  99658  99670  99672  99676  99677  99678  99679
## [11081]  99683  99687  99688  99689  99694  99699  99700  99713  99714  99715
## [11091]  99716  99720  99721  99724  99725  99726  99727  99731  99733  99734
## [11101]  99735  99736  99737  99738  99739  99740  99742  99744  99745  99746
## [11111]  99747  99751  99752  99758  99765  99766  99767  99768  99769  99776
## [11121]  99777  99781  99782  99783  99787  99790  99795  99803  99813  99816
## [11131]  99817  99818  99820  99821  99822  99823  99827  99828  99838  99839
## [11141]  99840  99843  99844  99845  99846  99852  99856  99862  99863  99897
## [11151]  99898  99899  99900  99903  99905  99907  99908  99915  99927  99928
## [11161]  99929  99930  99931  99932  99944  99945  99950  99965  99966  99967
## [11171]  99971  99972  99973  99979  99980  99981  99982  99983  99984  99985
## [11181]  99986  99987  99993  99995  99996  99998 100004 100007 100017 100018
## [11191] 100020 100029 100030 100031 100032 100033 100034 100041 100044 100045
## [11201] 100046 100051 100052 100058 100059 100061 100064 100065 100067 100074
## [11211] 100077 100078 100079 100087 100088 100092 100093 100095 100096 100102
## [11221] 100105 100106 100107 100108 100115 100117 100123 100124 100125 100126
## [11231] 100127 100128 100133 100134 100139 100140 100148 100149 100152 100153
## [11241] 100154 100161 100162 100163 100170 100198 100199 100200 100201 100202
## [11251] 100203 100204 100205 100206 100207 100208 100209 100210 100211 100221
## [11261] 100234 100237 100238 100239 100240 100241 100242 100243 100244 100245
## [11271] 100249 100250 100251 100252 100256 100258 100263 100267 100268 100269
## [11281] 100270 100280 100281 100286 100287 100288 100304 100305 100306 100307
## [11291] 100308 100309 100310 100311 100312 100313 100314 100315 100316 100317
## [11301] 100318 100319 100320 100321 100322 100323 100324 100325 100326 100327
## [11311] 100328 100329 100330 100331 100332 100333 100334 100335 100336 100337
## [11321] 100338 100339 100340 100341 100342 100343 100344 100345 100346 100347
## [11331] 100348 100349 100350 100351 100352 100353 100354 100355 100356 100357
## [11341] 100358 100359 100360 100361 100362 100363 100364 100365 100366 100367
## [11351] 100368 100369 100370 100371 100372 100373 100374 100375 100376 100377
## [11361] 100378 100379 100380 100381 100382 100383 100384 100385 100386 100387
## [11371] 100388 100389 100390 100391 100392 100393 100394 100395 100396 100397
## [11381] 100398 100399 100400 100401 100402 100403 100404 100405 100406 100407
## [11391] 100408 100409 100410 100411 100412 100413 100414 100415 100422 100423
## [11401] 100424 100425 100426 100427 100428 100429 100430 100431 100432 100433
## [11411] 100434 100435 100436 100437 100438 100439 100440 100441 100442 100443
## [11421] 100444 100445 100446 100447 100448 100449 100450 100451 100452 100453
## [11431] 100454 100455 100456 100457 100458 100459 100460 100461 100462 100463
## [11441] 100464 100465 100466 100467 100468 100469 100470 100471 100472 100473
## [11451] 100474 100475 100476 100477 100478 100479 100480 100481 100482 100483
## [11461] 100484 100485 100486 100487 100488 100489 100490 100491 100492 100493
## [11471] 100494 100495 100496 100497 100498 100499 100500 100501 100502 100503
## [11481] 100504 100505 100506 100507 100508 100509 100510 100511 100512 100513
## [11491] 100514 100515 100516 100517 100518 100522 100523 100524 100525 100526
## [11501] 100527 100528 100529 100530 100531 100532 100533 100534 100535 100536
## [11511] 100537 100538 100539 100540 100541 100542 100543 100544 100545 100546
## [11521] 100547 100548 100549 100550 100551 100552 100553 100554 100555 100556
## [11531] 100557 100558 100559 100560 100561 100562 100563 100564 100565 100566
## [11541] 100567 100568 100569 100570 100573 100574 100575 100576 100577 100578
## [11551] 100579 100580 100581 100582 100583 100584 100585 100586 100587 100588
## [11561] 100589 100590 100591 100592 100593 100594 100595 100596 100597 100598
## [11571] 100599 100600 100601 100602 100603 100604 100605 100606 100607 100612
## [11581] 100613 100614 100615 100616 100617 100618 100619 100620 100621 100622
## [11591] 100623 100624 100625 100626 100627 100628 100629 100630 100631 100632
## [11601] 100633 100634 100635 100636 100637 100638 100639 100640 100641 100642
## [11611] 100643 100644 100645 100646 100647 100648 100649 100650 100651 100652
## [11621] 100653 100654 100655 100656 100657 100658 100659 100660 100661 100662
## [11631] 100663 100664 100665 100666 100667 100668 100669 100670 100671 100672
## [11641] 100673 100674 100675 100676 100677 100678 100679 100680 100681 100682
## [11651] 100683 100684 100685 100686 100687 100688 100689 100690 100691 100692
## [11661] 100693 100694 100695 100696 100697 100698 100699 100700 100701 100702
## [11671] 100703 100704 100705 100706 100707 100708 100709 100710 100711 100712
## [11681] 100713 100714 100715 100716 100717 100718 100719 100720 100721 100722
## [11691] 100723 100724 100725 100726 100727 100728 100729 100730 100731 100732
## [11701] 100733 100734 100735 100736 100737 100738 100739 100740 100741 100742
## [11711] 100743 100744 100745 100746 100747 100748 100749 100750 100751 100752
## [11721] 100753 100754 100755 100756 100757 100758 100759 100760 100761 100762
## [11731] 100763 100764 100765 100766 100767 100768 100769 100770 100771 100772
## [11741] 100773 100774 100775 100776 100777 100778 100779 100780 100781 100782
## [11751] 100783 100784 100785 100786 100787 100788 100789 100790 100791 100792
## [11761] 100793 100794 100795 100796 100797 100798 100799 100800 100801 100802
## [11771] 100803 100804 100805 100806 100807 100808 100809 100810 100811 100812
## [11781] 100813 100814 100815 100816 100817 100818 100819 100820 100821 100822
## [11791] 100823 100824 100825 100826 100827 100828 100829 100830 100831 100832
## [11801] 100833 100834 100835 100836 100837 100838 100839 100840 100841 100842
## [11811] 100843 100844 100845 100846 100847 100848 100849 100850 100851 100852
## [11821] 100853 100854 100855 100856 100857 100858 100859 100860 100861 100862
## [11831] 100863 100864 100865 100866 100867 100868 100869 100870 100871 100872
## [11841] 100873 100874 100875 100876 100877 100878 100879 100880 100881 100882
## [11851] 100883 100884 100885 100886 100887 100888 100889 100890 100891 100892
## [11861] 100895 100896 100897 100898 100899 100900 100901 100902 100903 100904
## [11871] 100905 100906 100907 100908 100909 100910 100911 100912 100913 100914
## [11881] 100915 100916 100917 100918 100919 100920 100921 100922 100923 100924
## [11891] 100925 100926 100927 100928 100929 100930 100931 100932 100933 100934
## [11901] 100935 100936 100937 100938 100939 100940 100941 100942 100943 100944
## [11911] 100945 100946 100947 100948 100949 100950 100951 100952 100953 100954
## [11921] 100955 100956 100957 100958 100959 100960 100961 100962 100963 100964
## [11931] 100965 100966 100967 100968 100969 100970 100971 100972 100973 100974
## [11941] 100975 100976 100977 100979 100980 100981 100982 100983 100984 100985
## [11951] 100986 100987 100988 100989 100990 100991 100992 100993 100994 100995
## [11961] 100996 100997 100998 100999 101000 101001 101002 101003 101004 101005
## [11971] 101006 101007 101008 101009 101010 101011 101012 101013 101014 101015
## [11981] 101016 101017 101018 101019 101020 101021 101022 101023 101024 101025
## [11991] 101026 101027 101028 101029 101030 101031 101032 101033 101034 101035
## [12001] 101036 101037 101038 101039 101041 101042 101043 101044 101045 101046
## [12011] 101047 101048 101049 101050 101051 101053 101054 101055 101056 101057
## [12021] 101058 101059 101060 101061 101062 101063 101064 101065 101066 101067
## [12031] 101068 101069 101070 101076 101077 101078 101079 101080 101081 101082
## [12041] 101083 101084 101085 101086 101087 101088 101089 101090 101091 101092
## [12051] 101093 101094 101095 101096 101097 101098 101099 101100 101101 101102
## [12061] 101103 101104 101105 101106 101107 101108 101109 101110 101111 101112
## [12071] 101113 101114 101115 101116 101117 101118 101119 101120 101121 101122
## [12081] 101123 101124 101125 101126 101127 101128 101129 101130 101131 101132
## [12091] 101133 101134 101135 101136 101137 101138 101139 101140 101141 101142
## [12101] 101143 101144 101145 101146 101147 101148 101149 101150 101151 101152
## [12111] 101153 101154 101155 101156 101157 101158 101159 101160 101161 101162
## [12121] 101163 101164 101165 101166 101167 101168 101169 101170 101171 101172
## [12131] 101173 101174 101175 101176 101177 101178 101179 101180 101181 101182
## [12141] 101183 101184 101185 101186 101187 101188 101189 101190 101191 101192
## [12151] 101193 101194 101195 101196 101197 101198 101199 101200 101201 101202
## [12161] 101203 101204 101205 101206 101207 101208 101209 101210 101211 101212
## [12171] 101213 101214 101215 101216 101217 101218 101219 101220 101221 101222
## [12181] 101223 101224 101225 101226 101227 101228 101229 101230 101231 101232
## [12191] 101233 101234 101235 101236 101237 101238 101239 101240 101241 101242
## [12201] 101243 101244 101245 101246 101247 101248 101249 101250 101251 101252
## [12211] 101253 101254 101255 101256 101257 101258 101259 101260 101261 101262
## [12221] 101263 101264 101265 101266 101267 101268 101269 101270 101271 101272
## [12231] 101273 101274 101275 101276 101277 101278 101279 101280 101281 101282
## [12241] 101283 101284 101285 101286 101287 101288 101289 101290 101291 101292
## [12251] 101293 101294 101295 101296 101297 101298 101299 101300 101301 101302
## [12261] 101303 101304 101305 101306 101307 101308 101309 101310 101311 101312
## [12271] 101313 101314 101315 101316 101317 101318 101319 101320 101321 101322
## [12281] 101323 101324 101325 101326 101327 101328 101329 101330 101331 101332
## [12291] 101333 101334 101335 101336 101337 101338 101339 101340 101341 101342
## [12301] 101343 101344 101345 101346 101347 101348 101349 101350 101351 101352
## [12311] 101353 101354 101355 101356 101357 101358 101359 101360 101361 101362
## [12321] 101363 101364 101365 101366 101367 101368 101369 101370 101371 101372
## [12331] 101373 101374 101375 101376 101377 101378 101379 101380 101381 101382
## [12341] 101383 101384 101385 101386 101387 101388 101389 101390 101391 101392
## [12351] 101393 101394 101395 101396 101397 101398 101399 101400 101401 101402
## [12361] 101403 101404 101405 101406 101407 101408 101409 101410 101411 101412
## [12371] 101413 101414 101415 101416 101417 101418 101419 101420 101421 101422
## [12381] 101423 101424 101425 101426 101427 101428 101429 101430 101431 101432
## [12391] 101433 101434 101435 101436 101437 101438 101439 101440 101441 101442
## [12401] 101443 101444 101445 101446 101447 101448 101449 101450 101451 101452
## [12411] 101453 101454 101455 101456 101457 101458 101459 101460 101461 101462
## [12421] 101463 101464 101465 101466 101467 101468 101469 101470 101471 101472
## [12431] 101473 101474 101475 101476 101477 101478 101479 101480 101481 101482
## [12441] 101483 101484 101485 101486 101487 101488 101489 101490 101491 101492
## [12451] 101493 101494 101495 101496 101497 101498 101499 101500 101501 101502
## [12461] 101503 101504 101505 101506 101507 101508 101509 101510 101511 101512
## [12471] 101513 101514 101515 101516 101517 101518 101519 101520 101521 101522
## [12481] 101523 101524 101525 101526 101527 101528 101529 101530 101531 101532
## [12491] 101533 101534 101535 101536 101537 101538 101539 101540 101541 101542
## [12501] 101543 101544 101545 101546 101547 101548 101549 101550 101551 101552
## [12511] 101553 101554 101555 101556 101557 101558 101559 101560 101561 101562
## [12521] 101563 101564 101565 101566 101567 101568 101569 101570 101571 101572
## [12531] 101573 101574 101575 101576 101577 101578 101579 101580 101581 101582
## [12541] 101583 101584 101585 101586 101587 101588 101589 101590 101591 101592
## [12551] 101593 101594 101595 101596 101597 101598 101599 101600 101601 101602
## [12561] 101603 101604 101605 101606 101607 101608 101609 101610 101611 101612
## [12571] 101613 101614 101615 101616 101617 101618 101619 101620 101621 101622
## [12581] 101623 101624 101625 101626 101627 101628 101629 101630 101631 101632
## [12591] 101633 101634 101635 101636 101637 101638 101639 101640 101641 101642
## [12601] 101643 101644 101645 101646 101647 101648 101649 101650 101651 101652
## [12611] 101653 101654 101655 101656 101657 101658 101659 101660 101661 101662
## [12621] 101663 101664 101665 101666 101667 101668 101669 101670 101671 101672
## [12631] 101673 101674 101675 101676 101677 101678 101679 101680 101681 101682
## [12641] 101683 101684 101685 101686 101687 101688 101689 101690 101691 101692
## [12651] 101693 101694 101695 101696 101697 101698 101699 101700 101701 101702
## [12661] 101703 101704 101705 101706 101707 101708 101709 101710 101711 101712
## [12671] 101713 101714 101715 101716 101717 101718 101719 101720 101721 101722
## [12681] 101723 101724 101725 101726 101727 101728 101729 101730 101731 101732
## [12691] 101733 101734 101735 101736 101737 101738 101739 101740 101741 101742
## [12701] 101743 101744 101745 101746 101747 101748 101749 101750 101751 101752
## [12711] 101753 101754 101755 101756 101757 101758 101759 101760 101761 101762
## [12721] 101763 101764 101765 101766 101767 101768 101769 101770 101771 101772
## [12731] 101773 101774 101776 101777 101778 101779 101780 101781 101782 101783
## [12741] 101784 101785 101786 101787 101788 101789 101790 101791 101792 101793
## [12751] 101794 101795 101796 101797 101798 101799 101800 101801 101802 101803
## [12761] 101804 101805 101806 101807 101808 101809 101810 101811 101812 101813
## [12771] 101814 101815 101816 101817 101818 101819 101820 101821 101822 101823
## [12781] 101824 101825 101826 101827 101828 101829 101830 101831 101832 101833
## [12791] 101834 101835 101836 101837 101843 101844 101845 101846 101847 101848
## [12801] 101849 101850 101851 101852 101853 101854 101855 101856 101857 101858
## [12811] 101859 101860 101861 101862 101863 101864 101865 101866 101867 101868
## [12821] 101869 101870 101871 101872 101873 101874 101875 101876 101877 101878
## [12831] 101879 101880 101881 101882 101883 101884 101885 101886 101887 101888
## [12841] 101889 101890 101891 101892 101893 101894 101895 101896 101897 101898
## [12851] 101899 101901 101902 101903 101904 101905 101906 101907 101908 101909
## [12861] 101910 101911 101912 101913 101914 101915 101916 101917 101918 101919
## [12871] 101920 101921 101922 101923 101924 101925 101926 101927 101928 101929
## [12881] 101930 101931 101932 101933 101934 101935 101936 101937 101938 101939
## [12891] 101940 101941 101942 101943 101944 101945 101946 101947 101948 101949
## [12901] 101950 101951 101952 101953 101954 101955 101956 101957 101958 101959
## [12911] 101960 101961 101962 101963 101964 101965 101966 101967 101968 101969
## [12921] 101970 101971 101972 101973 101974 101975 101976 101977 101978 101979
## [12931] 101980 101981 101983 101984 101985 101986 101987 101988 101989 101990
## [12941] 101991 101992 101993 101994 101995 101996 101997 101998 101999 102000
## [12951] 102001 102002 102003 102004 102005 102006 102007 102008 102009 102010
## [12961] 102011 102012 102013 102014 102015 102016 102017 102018 102019 102020
## [12971] 102021 102022 102023 102024 102025 102026 102027 102028 102029 102030
## [12981] 102031 102032 102033 102034 102035 102036 102037 102038 102039 102040
## [12991] 102041 102042 102043 102044 102045 102046 102047 102048 102049 102050
## [13001] 102051 102052 102053 102054 102055 102056 102057 102058 102059 102060
## [13011] 102061 102062 102063 102064 102065 102066 102067 102068 102069 102070
## [13021] 102071 102072 102073 102074 102075 102076 102077 102078 102079 102080
## [13031] 102081 102082 102083 102084 102085 102086 102087 102088 102089 102090
## [13041] 102091 102092 102093 102094 102095 102096 102097 102098 102099 102100
## [13051] 102101 102102 102103 102104 102105 102106 102107 102108 102109 102110
## [13061] 102111 102112 102113 102114 102115 102116 102117 102118 102119 102120
## [13071] 102121 102122 102123 102124 102125 102126 102127 102128 102129 102130
## [13081] 102131 102132 102133 102134 102135 102136 102137 102138 102139 102140
## [13091] 102141 102142 102143 102144 102145 102146 102147 102148 102149 102150
## [13101] 102151 102152 102153 102154 102155 102156 102157 102158 102159 102160
## [13111] 102161 102162 102163 102164 102165 102166 102167 102168 102169 102170
## [13121] 102171 102172 102173 102174 102175 102176 102177 102178 102179 102180
## [13131] 102181 102182 102183 102184 102185 102186 102187 102188 102189 102190
## [13141] 102191 102192 102193 102194 102195 102196 102197 102198 102199 102200
## [13151] 102201 102202 102203 102204 102205 102209 102210 102211 102212 102213
## [13161] 102214 102215 102216 102217 102218 102219 102220 102221 102222 102223
## [13171] 102224 102225 102226 102227 102228 102229 102232 102233 102234 102235
## [13181] 102236 102237 102259 102276 102304 102311 102312 102313 102362 102363
## [13191] 102364 102374 102382 102399 102400 102420 102421 102422 102423 102424
## [13201] 102431 102432 102443 102506 102515 102516 102517 102530 102531 102532
## [13211] 102533 102534 102542 102562 102563 102574 102575 102587 102588 102591
## [13221] 102592 102603 102604 102617 102627 102631 102637 102638 102639 102645
## [13231] 102703 102704 102713 102725 102729 102734 102735 102736 102737 102743
## [13241] 102765 102766 102778 102779 102787 102788 102789 102790 102791 102849
## [13251] 102852 102872 102876 102877 102885 102886 102893 102897 102915 102916
## [13261] 102917 102918 102923 102930 102931 102932 102983 102984 103010 103011
## [13271] 103018 103020 103023 103027 103028 103036 103037 103095 103096 103102
## [13281] 103103 103126 103127 103128 103129 103130 103131 103132 103133 103134
## [13291] 103135 103144 103162 103170 103172 103173 103219 103240 103241 103242
## [13301] 103243 103244 103245 103246 103247 103248 103249 103250 103251 103252
## [13311] 103253 103284 103289 103290 103291 103292 103293 103294 103295 103296
## [13321] 103297 103298 103299 103300 103301 103302 103303 103304 103315 103316
## [13331] 103317 103330 103425 103426 103427 103431 103432 103502 103545 103546
## [13341] 103550 103565 103566 103592 103593 103594 103595 103609 103616 103641
## [13351] 103663 103696 103755 103756 103757 103758 103840 103841 103937 103945
## [13361] 103967 103968 103969 103981 103986 103991 103992 103998 104079 104086
## [13371] 104095 104096 104097 104098 104099 104100 104101 104121 104125 104126
## [13381] 104127 104146 104151 104161 104162 104163 104164 104165 104166 104274
## [13391] 104275 104276 104277 104278 104279 104333 104334 104335 104337 104359
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## [13411] 105179 105219 105220 105252 105253 105254 105470 105476 105481 105592
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## [13431] 106111 106135 106148 106150 106162 106170 106171 106176 106199 106202
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## [13451] 106251 106257 106258 106270 106274 106275 106284 106285 106286 106287
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## [13471] 106430 106431 106434 106435 106460 106472 106473 106474 106475 106482
## [13481] 106491 106492 106501 106502 106547 106548 106549 106550 106551 106552
## [13491] 106553 106554 106580 106581 106587 106614 106616 106620 106621 106622
## [13501] 106633 106635 106640 106641 106645 106646 106647 106648 106649 106660
## [13511] 106697 106720 106729 106730 106749 106750 106779 106780 106784 106785
## [13521] 106789 106790 106791 106820 106821 106822 106840 106855 106856 106868
## [13531] 106869 106876 106898 106905 106906 106921 106922 106932 106955 106962
## [13541] 106984 106985 106986 106987 106988 106989 106990 107004 107020 107061
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## [13561] 107109 107110 107111 107124 107125 107126 107127 107133 107181 107182
## [13571] 107183 107204 107212 107245 107246 107247 107248 107249 107280 107288
## [13581] 107289 107290 107298 107299 107300 107327 107328 107346 107347 107348
## [13591] 107349 107352 107353 107360 107369 107370 107371 107372 107373 107390
## [13601] 107391 107408 107415 107416 107434 107450 107451 107452 107453 107461
## [13611] 107462 107463 107464 107465 107466 107468 107494 107521 107560 107561
## [13621] 107574 107575 107576 107577 107578 107579 107593 107594 107595 107613
## [13631] 107614 107615 107616 107619 107625 107626 107627 107628 107629 107630
## [13641] 107632 107633 107634 107635 107636 107637 107638 107639 107664 107665
## [13651] 107684 107685 107686 107711 107712 107725 107729 107731 107732 107752
## [13661] 107753 107754 107755 107756 107763 107770 107772 107773 107846 107851
## [13671] 107852 107853 107855 107871 107877 107878 107879 107887 107916 107917
## [13681] 107918 107919 107920 107921 107922 107923 107924 107925 107926 107927
## [13691] 107944 107985 107989 107990 107991 107992 107998 108001 108389 108513
## [13701] 108756 108768 108978 108979 108980 108981 108982 108983 108984 108985
## [13711] 109007 109008 109009 109010 109011 109012 109013 109014 109184 109332
## [13721] 109333 109450 109507 109508 109554 109555 109556 109557 109558 109561
## [13731] 109562 109563 109564 109565 109566 109567 109568 109733 109873 109912
## [13741] 109913 110020 110034 110072 110073 110074 110075 110164 110165 110166
## [13751] 110179 110185 110206 110207 110219 110220 110259 110307 110308 110319
## [13761] 110320 110422 110423 110445 110479 110480 110491 110498 110499 110578
## [13771] 110586 110678 110679 110680 110711 110712 110752 110753 110779 110780
## [13781] 110811 110812 110818 110907 110908 110909 110910 110911 110912 110913
## [13791] 110914 110936 110937 110938 110939 110940 110941 110942 110943 110960
## [13801] 110961 110962 110963 110964 110965 110966 110973 110974 110975 110976
## [13811] 110977 110978 110979 110980 111022 111023 111024 111025 111026 111027
## [13821] 111028 111029 111030 111066 111067 111135 111136 111137 111164 111246
## [13831] 111280 111322 111323 111324 111490 111491 111492 111493 111494 111495
## [13841] 111496 111497 111524 111556 111557 111578 111587 111818 111820 111821
## [13851] 111822 111898 111940 111957 111958 111963 111973 112001 112002 112003
## [13861] 112004 112025 112049 112050 112051 112148 112149 112205 112236 112237
## [13871] 112261 112276 112296 112330 112331 112332 112344 112345 112346 112365
## [13881] 112367 112368 112374 112427 112428 112479 112480 112481 112522 112532
## [13891] 112544 112574 112607 112608 112609 112672 112673 112681 112682 112708
## [13901] 112709 112719 112740 112741 112836 112837 112838 112839 112840 112841
## [13911] 112842 112843 112851 112865 112866 112867 112868 112869 112870 112871
## [13921] 112872 112877 112906 112934 112935 112936 112937 112938 112939 112940
## [13931] 112941 112942 112943 112944 112945 112946 112947 112948 112971 112973
## [13941] 112995 112996 113037 113038 113039 113042 113133 113134 113135 113193
## [13951] 113195 113209 113221 113251 113252 113253 113285 113308 113365 113366
## [13961] 113375 113376 113419 113420 113421 113422 113423 113424 113425 113426
## [13971] 113435 113451 113452 113516 113590 113629 113630 113701 113702 113770
## [13981] 113771 113869 113888 113968 113969 113970 113971 113979 114047 114048
## [13991] 114049 114073 114200 114225 114294 114504 114505 114506 114542 114543
## [14001] 114557 114558 114610 114611 114794 114795 114796 114797 114798 114799
## [14011] 114800 114801 114863 114864 114865 114866 114867 114868 114869 114870
## [14021] 114871 114872 114873 114874 114875 114876 114877 114901 114942 114956
## [14031] 115091 115092 115093 115094 115095 115096 115097 115098 115099 115150
## [14041] 115214 115237 115276 115277 115278 115304 115305 115329 115330 115331
## [14051] 115332 115341 115342 115343 115344 115345 115380 115381 115436 115449
## [14061] 115519 115666 115676 115678 115733 115734 115736 115737 115738 115739
## [14071] 115740 115756 115779 115793 115795 115796 115803 115807 115808 115817
## [14081] 115821 115831 115847 115859 115860 115861 115862 115863 115871 115902
## [14091] 115903 115905 115906 115923 115924 115925 115926 115927 115929 115930
## [14101] 115966 115972 116002 116006 116007 116029 116046 116065 116066 116074
## [14111] 116075 116076 116094 116095 116106 116107 116115 116119 116121 116122
## [14121] 116129 116130 116134 116154 116160 116161 116162 116188 116189 116190
## [14131] 116202 116203 116204 116223 116225 116226 116229 116232 116241 116261
## [14141] 116266 116267 116268 116269 116278 116280 116283 116285 116286 116295
## [14151] 116296 116297 116307 116308 116309 116342 116363 116364 116365 116373
## [14161] 116382 116383 116388 116389 116390 116402 116404 116405 116406 116407
## [14171] 116408 116409 116411 116412 116413 116414 116415 116416 116424 116425
## [14181] 116465 116466 116467 116471 116486 116487 116488 116498 116499 116513
## [14191] 116514 116522 116553 116566 116567 116571 116572 116598 116599 116612
## [14201] 116613 116614 116615 116647 116671 116672 116673 116686 116687 116688
## [14211] 116689 116690 116691 116692 116704 116705 116709 116735 116743 116744
## [14221] 116745 116746 116747 116748 116749 116750 116751 116752 116753 116760
## [14231] 116761 116762 116763 116764 116765 116766 116767 116769 116770 116771
## [14241] 116772 116779 116780 116826 116827 116828 116853 116854 116858 116859
## [14251] 116860 116861 116862 116863 116864 116885 116900 116905 116913 116914
## [14261] 116915 116922 116923 116924 116933 117045 117067 117074 117075 117076
## [14271] 117077 117079 117109 117110 117111 117121 117122 117123 117124 117166
## [14281] 117167 117185 117197 117198 117219 117233 117234 117264 117275 117277
## [14291] 117278 117279 117280 117281 117282 117283 117284 117285 117286 117309
## [14301] 117310 117311 117328 117329 117330 117331 117343 117344 117345 117365
## [14311] 117374 117376 117377 117390 117392 117393 117433 117434 117449 117500
## [14321] 117516 117542 117543 117544 117545 117595 117607 117608 117609 117610
## [14331] 117611 117612 117613 117617 117625 117626 117627 117628 117629 117637
## [14341] 117643 117646 117760 117836 117837 117838 117843 118023 118024 118234
## [14351] 118236 118237 118238 118271 118311 118312 118413 118558 118559 118560
## [14361] 118561 118562 118563 118564 118623 118624 118625 118626 118627 118628
## [14371] 118629 118630 118676 118677 118678 118679 118680 118681 118682 118683
## [14381] 118684 118721 118722 118723 118724 118725 118726 118727 118728 118729
## [14391] 118730 118731 118732 118733 118734 118735 118737 118781 118851 118852
## [14401] 118853 118863 118864 118943 118944 118945 118946 118947 118949 118950
## [14411] 118951 118952 118953 118954 118955 118956 118957 119008 119142 119152
## [14421] 119153 119199 119200 119201 119202 119203 119285 119286 119387 119388
## [14431] 119572 119588 119589 119590 119609 119610 119611 119637 119673 119674
## [14441] 119743 119760 119761 119763 119764 119765 119766 119767 119781 119782
## [14451] 119783 119784 119785 119791 119796 119891 119892 119903 119964 119965
## [14461] 120117 120136 120238 120252 120253 120262 120263 120264 120265 120266
## [14471] 120267 120291 120292 120293 120329 120342 120431 120456 120457 120494
## [14481] 120495 120496 120544 120545 120546 120547 120548 120549 120550 120577
## [14491] 120581 120582 120583 120584 120585 120586 120587 120588 120601 120602
## [14501] 120603 120604 120758 120809 120832 120833 120834 120835 120836 120837
## [14511] 120838 120839 120840 120891 120953 120954 120955 120956 121001 121024
## [14521] 121025 121065 121081 121082 121186 121194 121203 121316 121317 121488
## [14531] 121520 121521 121523 121524 121525 121526 121527 121546 121566 121594
## [14541] 121634 121672 121680 121681 121689 121690 121694 121695 121696 121701
## [14551] 121710 121711 121712 121713 121714 121738 121739 121740 121789 121816
## [14561] 121833 121856 121857 121858 121861 121862 121863 121930 121931 121964
## [14571] 121965 121979 121980 121981 121982 121983 121984 121985 121986 122019
## [14581] 122046 122067 122077 122078 122079 122080 122081 122082 122083 122084
## [14591] 122152 122169 122170 122181 122182 122183 122219 122220 122258 122300
## [14601] 122301 122308 122312 122326 122327 122471 122481 122482 122483 122484
## [14611] 122485 122486 122487 122488 122530 122531 122532 122533 122541 122542
## [14621] 122596 122597 122598 122599 122600 122601 122602 122603 122604 122613
## [14631] 122614 122615 122640 122641 122667 122668 122677 122678 122709 122710
## [14641] 122711 122738 122761 122762 122763 122764 122765 122766 122767 122768
## [14651] 122769 122784 122785 122792 122820 122825 122826 122827 122854 122872
## [14661] 122873 122874 122879 122882 122883 122884 122885 122908 122909 122910
## [14671] 122911 122954 122994 123045 123046 123047 123048 123064 123065 123066
## [14681] 123067 123068 123069 123070 123071 123080 123092 123096 123097 123115
## [14691] 123132 123212 123213 123235 123236 123281 123282 123346 123347 123385
## [14701] 123386 123387 123388 123389 123390 123391 123417 123452 123453 123454
## [14711] 123455 123456 123575 123576 123577 123578 123682 123761 124011 124012
## [14721] 124013 124098 124099 124121 124150 124151 124667 124790 124791 124792
## [14731] 124793 124993 124994 124995 124996 124997 124998 124999 125000 125366
## [14741] 125367 125368 125369 125441 125493 125538 125539 125542 125543 125544
## [14751] 125545 125552 125553 125554 125690 125720 125764 125779 126079 126080
## [14761] 126088 126106 126107 126166 126211 126212 126318 126364 126392 126393
## [14771] 126394 126395 126396 126397 126398 126471 126472 126473 126495 126498
## [14781] 126499 126545 126596 126642 126740 126741 126742 126743 126811 126852
## [14791] 126915 126916 126917 126918 126919 126973 126990 127093 127270 127271
## [14801] 127272 127275 127307 127308 127310 127311 127312 127313 127314 127467
## [14811] 127468 127488 127852 127985 127986 127987 127988 127989 127990 128006
## [14821] 128039 128040 128041 128058 128113 128114 128203 128204 128205 128206
## [14831] 128207 128208 128209 128268 128269 128270 128271 128272 128273 128274
## [14841] 128275 128403 128404 128405 128406 128429 128594 128595 128596 128597
## [14851] 128598 128599 128600 128601 128602 128653 129032 129033 129135 129136
## [14861] 129137 129138 129139 129140 129141 129142 129143 129144 129145 129146
## [14871] 129169 129236 129237 129266 129267 129268 129269 129270 129282 129301
## [14881] 129306 129317 129318 129319 129320 129324 129335 129344 129348 129349
## [14891] 129362 129363 129364 129365 129380 129396 129397 129405 129406 129408
## [14901] 129409 129410 129411 129412 129414 129417 129422 129423 129425 129426
## [14911] 129427 129428 129429 129430 129439 129449 129494 129495 129496 129497
## [14921] 129505 129509 129510 129513 129514 129527 129528 129529 129532 129533
## [14931] 129536 129537 129538 129539 129540 129548 129549 129568 129569 129577
## [14941] 129578 129579 129582 129583 129584 129597 129598 129609 129610 129622
## [14951] 129630 129632 129633 129636 129643 129644 129645 129657 129663 129664
## [14961] 129665 129680 129681 129691 129692 129693 129695 129696 129697 129698
## [14971] 129699 129700 129701 129702 129711 129712 129713 129726 129732 129735
## [14981] 129739 129749 129762 129764 129771 129772 129781 129783 129786 129788
## [14991] 129789 129798 129799 129800 129810 129811 129812 129827 129840 129841
## [15001] 129842 129860 129863 129864 129868 129876 129885 129886 129891 129892
## [15011] 129893 129895 129905 129914 129915 129916 129917 129918 129919 129929
## [15021] 129930 129931 129935 129936 129937 129938 129950 129951 129952 129953
## [15031] 129954 129955 129956 129961 129974 129989 129990 130016 130017 130019
## [15041] 130020 130021 130025 130028 130040 130041 130042 130043 130071 130072
## [15051] 130074 130075 130098 130099 130101 130102 130104 130105 130108 130114
## [15061] 130115 130116 130117 130118 130130 130139 130140 130141 130168 130172
## [15071] 130173 130174 130175 130176 130188 130205 130206 130209 130212 130214
## [15081] 130222 130226 130227 130228 130229 130230 130231 130232 130233 130238
## [15091] 130246 130247 130248 130249 130263 130264 130265 130266 130267 130268
## [15101] 130269 130270 130284 130290 130295 130296 130297 130298 130299 130300
## [15111] 130301 130302 130303 130304 130305 130306 130307 130308 130309 130312
## [15121] 130313 130314 130315 130316 130317 130318 130319 130320 130336 130356
## [15131] 130357 130373 130374 130391 130392 130398 130399 130400 130403 130416
## [15141] 130424 130436 130454 130508 130517 130518 130519 130520 130521 130536
## [15151] 130548 130556 130557 130565 130566 130567 130570 130571 130572 130588
## [15161] 130589 130590 130591 130595 130612 130613 130614 130624 130625 130626
## [15171] 130627 130646 130659 130667 130682 130726 130727 130728 130767 130778
## [15181] 130780 130781 130782 130783 130784 130785 130786 130787 130796 130812
## [15191] 130813 130814 130826 130827 130831 130843 130844 130845 130846 130847
## [15201] 130848 130868 130871 130877 130893 130928 130929 130931 130932 130933
## [15211] 130936 130937 130938 130951 130952 130959 130960 130982 130983 130987
## [15221] 130990 130991 130997 130998 131003 131012 131013 131016 131017 131018
## [15231] 131033 131034 131035 131043 131044 131045 131046 131047 131048 131062
## [15241] 131063 131064 131065 131066 131067 131068 131069 131070 131071 131072
## [15251] 131073 131074 131075 131083 131084 131086 131087 131110 131111 131112
## [15261] 131128 131129 131130 131131 131132 131133 131146 131149 131168 131169
## [15271] 131170 131171 131172 131188 131195 131196 131197 131198 131199 131225
## [15281] 131239 131240 131246 131249 131253 131263 131273 131291 131292 131293
## [15291] 131294 131370 131398 131404 131425 131426 131437 131438 131439 131461
## [15301] 131478 131506 131507 131508 131547 131551 131586 131592 131593 131594
## [15311] 131610 131641 131642 131657 131658 131664 131684 131685 131686 131700
## [15321] 131701 131712 131715 131717 131718 131769 131770 131771 131797 131820
## [15331] 131821 131822 131837 131843 131844 131845 131846 131847 131848 131865
## [15341] 131897 131898 131899 131903 131945 131946 131959 131998 131999 132027
## [15351] 132028 132038 132044 132045 132046 132047 132059 132126 132127 132128
## [15361] 132129 132130 132131 132132 132133 132167 132179 132180 132181 132182
## [15371] 132183 132184 132185 132192 132193 132194 132195 132196 132197 132198
## [15381] 132199 132214 132215 132241 132242 132243 132244 132245 132246 132247
## [15391] 132248 132249 132267 132268 132285 132286 132290 132291 132292 132293
## [15401] 132294 132295 132296 132327 132328 132329 132345 132365 132383 132423
## [15411] 132424 132425 132426 132452 132453 132454 132455 132456 132457 132458
## [15421] 132459 132460 132465 132476 132477 132483 132499 132506 132507 132508
## [15431] 132509 132534 132575 132629 132630 132651 132665 132666 132709 132710
## [15441] 132711 132712 132713 132714 132715 132716 132743 132755 132756 132777
## [15451] 132797 132800 132802 132806 132817 132863 132881 132921 132932 132945
## [15461] 132962 133060 133061 133094 133095 133120 133140 133156 133159 133169
## [15471] 133176 133177 133178 133182 133202 133203 133220 133221 133222 133223
## [15481] 133224 133232 133249 133250 133251 133252 133254 133255 133258 133259
## [15491] 133260 133261 133266 133267 133268 133269 133270 133272 133284 133285
## [15501] 133286 133287 133288 133299 133311 133312 133313 133314 133327 133335
## [15511] 133363 133367 133368 133390 133407 133428 133429 133430 133431 133432
## [15521] 133433 133435 133436 133437 133454 133467 133468 133480 133509 133521
## [15531] 133522 133523 133538 133539 133563 133564 133565 133569 133584 133586
## [15541] 133587 133593 133620 133629 133630 133639 133641 133644 133646 133647
## [15551] 133651 133652 133653 133654 133655 133656 133657 133658 133671 133672
## [15561] 133673 133674 133675 133718 133726 133741 133751 133760 133765 133766
## [15571] 133767 133768 133769 133770 133793 133801 133807 133826 133827 133828
## [15581] 133847 133848 133850 133874 133875 133886 133900 133901 133908 133927
## [15591] 133928 133956 133957 134030 134031 134063 134064 134072 134121 134122
## [15601] 134123 134124 134125 134126 134127 134128 134153 134154 134155 134156
## [15611] 134157 134158 134159 134160 134161 134162 134163 134164 134165 134166
## [15621] 134167 134170 134171 134172 134173 134174 134175 134176 134177 134178
## [15631] 134187 134188 134189 134216 134231 134246 134256 134257 134258 134265
## [15641] 134274 134282 134295 134296 134312 134358 134359 134394 134399 134400
## [15651] 134401 134411 134412 134414 134428 134435 134436 134437 134438 134452
## [15661] 134466 134482 134483 134484 134485 134489 134490 134491 134504 134517
## [15671] 134527 134549 134550 134558 134559 134566 134567 134568 134584 134585
## [15681] 134649 134650 134672 134689 134694 134695 134706 134726 134729 134735
## [15691] 134739 134788 134789 134809 134810 134814 134815 134824 134830 134855
## [15701] 134856 134861 134862 134874 134920 134921 134941 134942 134950 134956
## [15711] 134966 135026 135027 135028 135029 135030 135088 135125 135292 135384
## [15721] 135385 135477 135513 135519 135568 135663 135918 136000 136013 136014
## [15731] 136015 136016 136017 136018 136019 136020 136082 136083 136084 136085
## [15741] 136086 136087 136088 136089 136090 136091 136092 136093 136094 136095
## [15751] 136096 136106 136118 136119 136120 136121 136122 136145 136175 136190
## [15761] 136281 136282 136283 136310 136311 136312 136313 136314 136315 136316
## [15771] 136317 136318 136364 136365 136366 136367 136369 136395 136433 136513
## [15781] 136514 136655 136693 136885 136927 137179 137653 137654 137785 137786
## [15791] 137942 137943 137944 137945 137946 137947 137948 137949 138011 138012
## [15801] 138013 138014 138015 138016 138017 138018 138019 138020 138021 138022
## [15811] 138023 138024 138025 138239 138240 138241 138242 138243 138244 138245
## [15821] 138246 138247 138385 138426 138442 138443 138477 138478 138479 138480
## [15831] 138489 138490 138491 138492 138493 138535 138536 138537 138538 138539
## [15841] 138540 138881 138882

This gives us an vector of index values. We’ll save the vector for later use.

# Assign the output to an object called
## i_NA_row_01
i_NA_row_01 <- which(NAs_row_01 == TRUE) # TODO

We can confirm that these parts of row 1 of our dataframe contain NAs using the vector we made i_NA_row_01 and bracket notation. Let’s look at the rows with NAs in column 1, and also see what’s in rows 2 and 3.

#bird_snps_num_t[c(1:3), i_NA_row_01]

A NA-seeking function

Here’s a function that will look for NAs in single column or vector, and tell us the index values.

find_NAs <- function(x){
  NAs_TF <- is.na(x)
  i_NA <- which(NAs_TF == TRUE)
  N_NA <- length(i_NA)
  
  cat("Results:",N_NA, "NAs present\n.")
  return(i_NA)
}

Let’s test it on the first row of our data.

# run find_NAs() on the first row of
## bird_snps_num_t, using bracket notation [1,]
find_NAs(bird_snps_num_t)  # TODO
## Results: 15843 NAs present
## .
##     [1]    664    665    666    667    668    669    693    744    983    984
##    [11]    985    986    987    988    989    990   1158   1159   1470   1471
##    [21]   1537   1901   1902   1925   1926   1927   1928   1929   2136   2623
##    [31]   2624   3087   3088   3105   3106   3262   3466   3467   3468   3469
##    [41]   3470   3471   3472   3473   3848   3849   3850   3853   3873   3989
##    [51]   4065   4121   4122   4841   4842   4843   4844   4845   4846   4847
##    [61]   4848   5382   5631   5767   5768   5769   5770   5771   5780   5781
##    [71]   5782   5783   5784   5785   5786   5787   6076   6372   6373   6604
##    [81]   7120   7233   7234   7294   7295   7296   7297   7298   7299   7300
##    [91]   7301   7312   7383   7462   7543   7544   7545   7688   7689   7711
##   [101]   7895   7896   8081   8379   8503   8504   8505   8533   8691   8692
##   [111]   8693   9186   9187   9241   9472   9473   9474   9626   9627   9628
##   [121]   9629   9638   9639   9698   9715   9777  10010  10316  10317  10318
##   [131]  10319  10320  10321  10389  10528  10529  10652  10653  10654  10655
##   [141]  10656  10657  10658  10697  10698  10699  10700  10701  10702  10703
##   [151]  10704  10705  10706  10707  10708  10709  10710  10711  11032  11091
##   [161]  11092  11182  11183  11184  11185  11186  11187  11188  11189  11221
##   [171]  11222  11223  11224  11225  11226  11229  11412  11413  11418  11567
##   [181]  11568  11570  11571  11572  11573  11574  11688  11689  11690  11691
##   [191]  11692  11951  11952  12267  12318  12626  12627  12628  12629  12630
##   [201]  12631  12632  12633  12634  12635  12636  12637  12638  12639  12640
##   [211]  12732  12733  12854  12855  12856  12857  12858  12859  12860  12861
##   [221]  12862  13044  13045  13111  13112  13113  13114  13115  13116  13117
##   [231]  13118  13274  13347  13484  13485  13486  13487  13635  13682  13683
##   [241]  14088  14089  14196  14228  14229  14230  14370  14473  14725  14726
##   [251]  14746  14783  14784  14785  14786  14787  14788  14789  14790  14791
##   [261]  15040  15041  15042  15043  15044  15045  15046  15047  15048  15049
##   [271]  15184  15203  15417  15425  15426  15970  16402  16666  16667  16668
##   [281]  16669  16670  16671  16672  16673  16674  16766  16767  16768  16769
##   [291]  16969  16970  16971  16972  16973  16974  16975  16976  17199  17200
##   [301]  17341  17346  17354  17355  17357  17358  17359  17360  17361  17384
##   [311]  17385  17386  17387  17388  17414  17755  18086  18087  18088  18105
##   [321]  18178  18344  18345  18346  18347  18348  18349  18350  18351  18957
##   [331]  19283  19284  19285  19579  19961  19962  19963  19964  19965  19966
##   [341]  20173  20174  20260  20273  20274  20275  20276  20277  20278  20279
##   [351]  20280  20342  20343  20344  20345  20346  20347  20348  20349  20350
##   [361]  20351  20352  20353  20354  20355  20356  20623  20797  20798  20799
##   [371]  20800  20801  20802  20803  20804  20815  21057  21058  21209  21210
##   [381]  21211  21398  21399  21508  22036  22377  22378  22665  22666  22756
##   [391]  22757  22758  22759  22760  22761  22762  22763  22992  23117  23118
##   [401]  23119  23128  23341  23513  23873  23874  23875  23921  23922  24094
##   [411]  24095  24096  24097  24098  24099  24100  24155  24156  24157  24158
##   [421]  24159  24160  24161  24324  24325  24607  24823  24969  24970  24971
##   [431]  24972  24973  24974  24975  24976  24977  24978  24979  24980  25022
##   [441]  25023  25049  25050  25057  25185  25186  25187  25188  25189  25190
##   [451]  25270  25366  25442  25662  25663  25769  25770  25837  25838  25941
##   [461]  26023  26024  26025  26026  26027  26028  26029  26129  26130  26131
##   [471]  26132  26133  26134  26135  26136  26137  26138  26139  26140  26141
##   [481]  26142  26143  26163  26164  26165  26235  26236  26311  26312  26313
##   [491]  26314  26315  26316  26317  26318  26319  26357  26358  26359  26360
##   [501]  26361  26362  26363  26364  26365  26602  26614  26615  26616  26617
##   [511]  26618  26619  26620  26621  26752  26951  26952  26986  26996  26997
##   [521]  26998  27001  27138  27400  27677  27678  27679  27680  27681  27682
##   [531]  28026  28027  28028  28029  28030  28031  28032  28033  28058  28059
##   [541]  28060  28061  28062  28063  28064  28065  28066  28067  28068  28069
##   [551]  28070  28071  28072  28092  28093  28094  28452  28453  28602  28773
##   [561]  28774  28920  28931  28932  28933  28934  28935  30844  30845  30846
##   [571]  30847  30848  30849  30850  30851  30852  30853  30854  30855  30856
##   [581]  30857  30858  30859  30860  30861  30862  30863  30864  30978  30979
##   [591]  30980  30981  30982  31057  31514  31542  31543  31544  31545  31624
##   [601]  31625  31834  31871  31872  31873  31874  31875  31876  31877  31950
##   [611]  31951  31952  31956  32022  32023  32323  32371  32372  32373  32374
##   [621]  32375  32376  32377  32378  32539  32709  32710  32711  32738  32739
##   [631]  33100  33101  33159  33160  33232  33464  33465  33466  33467  33468
##   [641]  33469  33471  33472  33473  33474  33676  33677  33763  34073  34074
##   [651]  34075  34076  34077  34078  34079  34080  34081  34132  34702  34718
##   [661]  34719  34720  34721  34722  34830  34831  34832  34833  34834  34835
##   [671]  34915  34929  35087  35386  35387  35388  35389  35390  35391  35414
##   [681]  35466  35482  35483  35511  36002  36003  36004  36005  36006  36007
##   [691]  36008  36009  36010  36209  36229  36230  36231  36232  36233  36234
##   [701]  36235  36236  36259  36260  36261  36262  36263  36264  36265  36266
##   [711]  36422  36543  36544  36545  36546  36547  36548  36549  36550  36551
##   [721]  36552  36553  36554  36628  36631  36641  36642  36643  36644  36645
##   [731]  36733  36969  36970  36971  36972  36976  36977  37016  37103  37104
##   [741]  37105  37106  37107  37108  37109  37110  37140  37383  37395  37396
##   [751]  37482  37483  37632  37737  37738  37739  37827  37828  37931  37932
##   [761]  37933  37934  37935  37936  37937  37938  37939  38188  38189  38190
##   [771]  38191  38192  38193  38194  38195  38325  38424  38516  38552  38553
##   [781]  38560  38565  38573  38574  38787  39632  39633  39634  39635  39636
##   [791]  39637  39638  39639  39640  39641  39642  39643  39644  39645  39646
##   [801]  39698  39699  39700  39701  39702  39703  39704  39711  39756  39757
##   [811]  40087  40088  40089  40090  40091  40092  40093  40094  40117  40118
##   [821]  40119  40120  40121  40122  40123  40124  40298  40299  40353  40401
##   [831]  40402  40403  40404  40405  40406  40407  40408  40409  40410  40411
##   [841]  40412  40486  40489  40640  41079  41080  41081  41082  41083  41094
##   [851]  41095  41172  41173  41174  41175  41176  41177  41178  41479  41516
##   [861]  41517  41518  41519  41520  41521  41522  41685  41686  41743  41744
##   [871]  41745  41746  41747  41748  41749  41750  41751  41826  41827  42016
##   [881]  42017  42018  42019  42020  42021  42022  42023  42034  42431  42432
##   [891]  42434  42435  42436  42437  42438  42552  42553  42554  42555  42556
##   [901]  42570  42645  42727  43116  43117  43118  43119  43571  43572  43573
##   [911]  43574  43575  43614  43615  43672  43673  43674  43675  43676  43677
##   [921]  43678  43679  43680  43963  44112  44259  44260  44261  44262  44263
##   [931]  44264  44265  44266  44267  44268  44269  44270  44363  44364  44365
##   [941]  44366  44367  44732  45030  45127  45128  45419  45420  45421  45422
##   [951]  45423  45424  45425  45426  45427  45428  45429  45430  45431  45432
##   [961]  45433  45525  45526  45826  45891  45904  45905  45906  45907  45908
##   [971]  45909  45910  45911  46428  46881  46882  46959  47160  47179  47180
##   [981]  47266  47303  47304  47305  47306  47307  47308  47309  47348  47349
##   [991]  47350  47351  47352  47353  47354  47355  47356  47357  47358  47359
##  [1001]  47360  47361  47362  47429  47430  47431  47432  47433  47530  47531
##  [1011]  47532  47533  47534  47535  47536  47537  47538  47948  47949  48063
##  [1021]  48064  48089  48090  48091  48092  48093  48094  48095  48218  48219
##  [1031]  48220  48221  48222  48223  48224  48225  48889  48890  48891  48892
##  [1041]  48893  48894  49195  49239  49240  49245  49277  49278  49279  49280
##  [1051]  49281  49282  49283  49284  49285  49286  49287  49288  49289  49290
##  [1061]  49291  49401  49402  50135  50136  50137  50138  50144  50145  50146
##  [1071]  50149  50150  50151  50152  50153  50154  50207  50325  50347  50790
##  [1081]  50791  50832  50833  50834  50835  51206  51207  51208  51209  51210
##  [1091]  51211  51212  51213  51214  51215  51216  51217  51218  51219  51220
##  [1101]  51240  51241  51242  51330  51331  51661  51662  51663  51664  51665
##  [1111]  51666  51667  51668  51679  51701  51829  52098  52668  52669  52747
##  [1121]  52748  52749  52750  52751  52752  52922  53553  53554  53993  53994
##  [1131]  53995  53996  53997  54008  54009  54010  54011  54012  54597  54598
##  [1141]  54683  54684  54685  54686  54687  54688  54690  54691  54692  54693
##  [1151]  54982  55019  55020  55021  55022  55023  55024  55025  55081  55082
##  [1161]  55083  55084  55085  55086  55087  55088  55089  55292  55293  55294
##  [1171]  55295  55296  55297  55298  55299  55300  55458  55459  55519  55520
##  [1181]  55521  55522  55523  55524  55525  55526  55913  55914  55922  55923
##  [1191]  55924  55925  55927  55928  55929  55930  55934  55935  56604  56634
##  [1201]  56939  56940  56993  56994  56995  56996  56997  56998  56999  57000
##  [1211]  57001  57002  57003  57004  57005  57006  57007  57099  57100  57175
##  [1221]  57176  57177  57178  57179  57180  57181  57182  57183  57234  57478
##  [1231]  57479  57480  57481  57482  57483  57484  57485  57593  57626  57627
##  [1241]  57797  57798  57842  57843  57850  57855  57871  57872  57879  57881
##  [1251]  57882  57883  57889  57892  57893  57894  57895  57896  57897  57900
##  [1261]  57901  57902  57903  57904  57905  57907  57910  57911  57913  57916
##  [1271]  57920  57923  57927  57928  57930  57935  57936  57938  57939  57940
##  [1281]  57941  57942  57943  57944  57945  57946  57947  57948  57949  57952
##  [1291]  57956  57957  57961  57962  57963  57971  57974  57975  57976  57977
##  [1301]  57989  57990  57991  57992  57993  57994  57998  57999  58002  58006
##  [1311]  58007  58011  58012  58015  58023  58024  58027  58028  58029  58030
##  [1321]  58032  58033  58035  58036  58037  58038  58039  58040  58042  58043
##  [1331]  58044  58049  58050  58053  58054  58055  58056  58057  58058  58061
##  [1341]  58062  58063  58064  58065  58066  58068  58072  58073  58076  58079
##  [1351]  58080  58085  58086  58090  58096  58100  58101  58109  58110  58111
##  [1361]  58112  58113  58116  58117  58121  58122  58123  58124  58125  58126
##  [1371]  58127  58128  58129  58130  58131  58132  58135  58136  58137  58140
##  [1381]  58141  58151  58152  58153  58154  58155  58156  58157  58158  58159
##  [1391]  58160  58163  58164  58165  58166  58167  58168  58175  58176  58179
##  [1401]  58180  58181  58195  58196  58197  58198  58199  58200  58201  58204
##  [1411]  58205  58206  58207  58208  58209  58210  58211  58212  58213  58215
##  [1421]  58216  58217  58220  58221  58223  58224  58225  58226  58227  58229
##  [1431]  58231  58232  58233  58234  58235  58238  58239  58240  58242  58243
##  [1441]  58244  58250  58253  58254  58255  58257  58260  58263  58264  58266
##  [1451]  58267  58268  58269  58278  58279  58283  58284  58285  58290  58291
##  [1461]  58292  58296  58297  58298  58299  58301  58302  58303  58304  58305
##  [1471]  58306  58307  58308  58309  58315  58322  58323  58324  58325  58326
##  [1481]  58327  58328  58329  58332  58333  58334  58335  58336  58337  58338
##  [1491]  58339  58340  58341  58342  58346  58347  58354  58355  58356  58357
##  [1501]  58358  58362  58363  58375  58376  58380  58389  58390  58391  58396
##  [1511]  58397  58400  58404  58406  58407  58408  58410  58411  58412  58413
##  [1521]  58415  58416  58417  58418  58419  58420  58421  58422  58423  58424
##  [1531]  58425  58426  58427  58428  58429  58430  58431  58432  58433  58434
##  [1541]  58437  58438  58439  58440  58441  58442  58443  58444  58454  58457
##  [1551]  58458  58459  58460  58461  58463  58466  58470  58471  58485  58486
##  [1561]  58487  58490  58491  58492  58493  58494  58495  58498  58500  58504
##  [1571]  58509  58510  58512  58513  58514  58515  58516  58517  58520  58524
##  [1581]  58525  58526  58529  58530  58532  58540  58541  58542  58543  58544
##  [1591]  58545  58546  58547  58548  58549  58550  58551  58554  58555  58556
##  [1601]  58557  58558  58559  58560  58561  58564  58565  58566  58569  58570
##  [1611]  58571  58572  58573  58576  58577  58578  58579  58580  58581  58582
##  [1621]  58583  58585  58586  58587  58588  58591  58592  58593  58595  58596
##  [1631]  58597  58612  58613  58615  58616  58617  58618  58619  58627  58633
##  [1641]  58634  58635  58636  58637  58638  58639  58640  58641  58642  58643
##  [1651]  58644  58645  58646  58647  58648  58651  58652  58653  58654  58655
##  [1661]  58656  58657  58658  58659  58660  58661  58663  58664  58665  58666
##  [1671]  58667  58668  58669  58670  58671  58672  58673  58676  58677  58682
##  [1681]  58684  58685  58686  58687  58690  58691  58692  58693  58694  58696
##  [1691]  58697  58698  58699  58701  58702  58703  58704  58705  58706  58707
##  [1701]  58709  58710  58711  58712  58713  58714  58717  58718  58719  58720
##  [1711]  58721  58722  58724  58731  58732  58733  58735  58737  58741  58748
##  [1721]  58750  58751  58755  58756  58757  58758  58766  58767  58768  58769
##  [1731]  58770  58771  58772  58773  58774  58777  58783  58784  58785  58786
##  [1741]  58787  58791  58793  58794  58795  58796  58797  58799  58800  58801
##  [1751]  58802  58803  58805  58806  58807  58809  58810  58811  58812  58813
##  [1761]  58814  58815  58824  58825  58826  58827  58828  58829  58830  58831
##  [1771]  58832  58833  58834  58835  58837  58838  58839  58841  58842  58843
##  [1781]  58848  58849  58850  58851  58852  58865  58866  58871  58872  58873
##  [1791]  58874  58875  58876  58884  58885  58886  58890  58891  58892  58893
##  [1801]  58894  58895  58896  58897  58898  58903  58904  58905  58906  58908
##  [1811]  58911  58916  58917  58918  58920  58948  58949  58950  58951  58952
##  [1821]  58953  58956  58957  58958  58962  58963  58967  58968  58973  58974
##  [1831]  58975  58976  58980  58983  58984  58988  58989  58990  58991  58992
##  [1841]  58993  58994  59000  59009  59010  59011  59013  59014  59015  59016
##  [1851]  59017  59018  59019  59031  59032  59033  59034  59036  59037  59038
##  [1861]  59039  59040  59043  59046  59047  59049  59050  59051  59052  59053
##  [1871]  59054  59055  59056  59057  59058  59059  59060  59061  59062  59063
##  [1881]  59064  59065  59071  59072  59081  59082  59083  59084  59089  59096
##  [1891]  59097  59099  59100  59101  59113  59117  59121  59122  59123  59127
##  [1901]  59128  59135  59149  59160  59161  59162  59163  59167  59168  59169
##  [1911]  59170  59171  59173  59178  59179  59181  59182  59184  59185  59186
##  [1921]  59190  59191  59192  59193  59194  59195  59196  59197  59202  59218
##  [1931]  59221  59222  59225  59226  59227  59228  59229  59230  59231  59233
##  [1941]  59234  59236  59237  59238  59239  59240  59241  59243  59249  59250
##  [1951]  59251  59252  59253  59254  59258  59259  59260  59261  59264  59265
##  [1961]  59266  59272  59273  59274  59276  59277  59278  59281  59283  59284
##  [1971]  59285  59286  59291  59292  59293  59294  59295  59297  59298  59299
##  [1981]  59301  59304  59306  59307  59308  59309  59310  59311  59312  59313
##  [1991]  59314  59316  59317  59318  59319  59322  59329  59330  59331  59333
##  [2001]  59335  59336  59343  59347  59350  59351  59352  59357  59368  59369
##  [2011]  59370  59373  59374  59375  59376  59388  59389  59390  59391  59394
##  [2021]  59395  59398  59399  59406  59407  59408  59409  59410  59411  59412
##  [2031]  59413  59414  59418  59419  59424  59425  59429  59430  59431  59434
##  [2041]  59435  59436  59439  59440  59441  59445  59452  59456  59457  59458
##  [2051]  59462  59466  59470  59471  59472  59473  59474  59475  59476  59477
##  [2061]  59478  59482  59483  59484  59486  59487  59488  59489  59492  59493
##  [2071]  59495  59496  59498  59499  59504  59506  59507  59508  59509  59511
##  [2081]  59512  59513  59514  59516  59517  59520  59524  59525  59534  59536
##  [2091]  59537  59542  59543  59544  59545  59546  59551  59558  59559  59560
##  [2101]  59561  59563  59564  59565  59570  59572  59577  59578  59579  59583
##  [2111]  59584  59586  59587  59593  59594  59596  59597  59598  59599  59605
##  [2121]  59614  59615  59616  59617  59618  59619  59624  59625  59626  59627
##  [2131]  59628  59629  59630  59631  59634  59635  59636  59639  59640  59642
##  [2141]  59644  59645  59652  59653  59654  59656  59657  59658  59659  59660
##  [2151]  59661  59662  59670  59671  59672  59673  59674  59675  59681  59682
##  [2161]  59683  59686  59687  59688  59689  59690  59703  59710  59711  59712
##  [2171]  59713  59714  59721  59722  59724  59728  59729  59730  59731  59732
##  [2181]  59733  59734  59735  59747  59749  59750  59751  59754  59758  59759
##  [2191]  59760  59762  59763  59764  59765  59766  59775  59777  59778  59779
##  [2201]  59785  59786  59787  59788  59792  59793  59794  59818  59822  59823
##  [2211]  59824  59825  59826  59830  59831  59832  59833  59834  59849  59852
##  [2221]  59862  59870  59871  59872  59876  59890  59903  59904  59905  59918
##  [2231]  59919  59920  59921  59923  59930  59944  59952  59953  59961  59962
##  [2241]  59964  59965  59973  59978  59979  59982  59983  59984  59985  59986
##  [2251]  59990  59991  59993  59994  59997  60008  60016  60038  60039  60040
##  [2261]  60041  60042  60050  60051  60062  60063  60068  60071  60072  60073
##  [2271]  60083  60084  60085  60089  60104  60105  60116  60133  60134  60135
##  [2281]  60152  60153  60154  60155  60156  60163  60165  60166  60167  60168
##  [2291]  60176  60177  60179  60183  60189  60190  60191  60192  60193  60202
##  [2301]  60203  60207  60225  60226  60227  60228  60230  60231  60232  60233
##  [2311]  60234  60237  60265  60266  60281  60286  60292  60295  60305  60311
##  [2321]  60312  60313  60318  60329  60333  60337  60339  60388  60389  60392
##  [2331]  60393  60394  60419  60420  60421  60433  60443  60453  60454  60470
##  [2341]  60471  60472  60473  60474  60475  60477  60478  60479  60480  60487
##  [2351]  60492  60498  60500  60501  60503  60504  60506  60507  60508  60509
##  [2361]  60510  60511  60512  60520  60521  60542  60545  60546  60548  60562
##  [2371]  60563  60564  60565  60566  60571  60575  60576  60577  60580  60582
##  [2381]  60584  60585  60586  60587  60588  60592  60593  60594  60602  60605
##  [2391]  60627  60628  60632  60633  60634  60639  60640  60641  60642  60643
##  [2401]  60653  60660  60661  60662  60665  60675  60676  60679  60686  60703
##  [2411]  60722  60723  60730  60731  60732  60771  60778  60780  60782  60783
##  [2421]  60784  60785  60786  60787  60788  60789  60795  60799  60806  60807
##  [2431]  60808  60809  60810  60811  60812  60816  60817  60818  60819  60820
##  [2441]  60821  60822  60823  60824  60825  60826  60836  60840  60846  60851
##  [2451]  60852  60853  60854  60855  60856  60857  60858  60859  60860  60861
##  [2461]  60862  60863  60864  60865  60885  60886  60887  60892  60902  60904
##  [2471]  60905  60909  60912  60913  60917  60918  60919  60920  60921  60922
##  [2481]  60923  60927  60928  60932  60933  60934  60935  60936  60949  60950
##  [2491]  60960  60961  60962  60965  60966  60967  60968  60969  60973  60974
##  [2501]  60975  60976  60979  60981  60982  60983  60985  60986  60987  60988
##  [2511]  60989  60992  60995  60996  60997  60998  60999  61012  61013  61018
##  [2521]  61028  61029  61030  61033  61034  61035  61036  61037  61038  61039
##  [2531]  61040  61041  61043  61044  61045  61046  61053  61064  61078  61089
##  [2541]  61090  61096  61102  61107  61108  61111  61113  61119  61120  61124
##  [2551]  61125  61126  61144  61145  61146  61147  61151  61154  61155  61156
##  [2561]  61157  61163  61165  61166  61167  61178  61193  61194  61195  61201
##  [2571]  61203  61207  61212  61215  61229  61238  61240  61241  61242  61243
##  [2581]  61251  61256  61257  61259  61260  61262  61272  61276  61278  61279
##  [2591]  61280  61281  61296  61300  61317  61318  61319  61320  61323  61324
##  [2601]  61327  61328  61335  61347  61348  61358  61359  61360  61387  61395
##  [2611]  61399  61400  61401  61404  61406  61407  61413  61438  61441  61442
##  [2621]  61443  61461  61463  61471  61472  61484  61485  61487  61494  61504
##  [2631]  61505  61515  61516  61524  61527  61529  61530  61531  61538  61539
##  [2641]  61540  61541  61543  61551  61553  61554  61559  61560  61561  61563
##  [2651]  61564  61565  61585  61586  61590  61599  61600  61639  61640  61642
##  [2661]  61643  61650  61657  61658  61659  61660  61661  61662  61663  61676
##  [2671]  61678  61679  61680  61683  61687  61688  61700  61701  61707  61723
##  [2681]  61724  61725  61726  61727  61728  61935  62180  62181  62182  62183
##  [2691]  62184  62185  62186  62187  62305  62306  62307  62308  62309  62310
##  [2701]  62311  62460  62472  62567  62698  62711  62712  62713  62714  62715
##  [2711]  62716  62717  62718  63235  63236  63237  63238  63239  63240  63241
##  [2721]  63242  63324  63380  63381  63549  63550  63551  63552  63553  63554
##  [2731]  63555  63556  63557  63558  63559  63560  63626  63627  63628  63653
##  [2741]  63654  63655  63656  63657  63765  63766  63767  63768  63769  63770
##  [2751]  63787  64109  64110  64111  64112  64113  64114  64115  64116  64307
##  [2761]  64327  64389  64418  64627  64745  65424  65425  65430  65579  65580
##  [2771]  65590  65591  65602  65605  65626  65633  65634  65660  65667  65668
##  [2781]  65693  65694  65695  65696  65697  65698  65699  65710  65722  65724
##  [2791]  65731  65748  65749  65753  65754  65755  65758  65759  65765  65766
##  [2801]  65803  65816  65817  65818  65825  65826  65827  65828  65829  65856
##  [2811]  65857  65864  65865  65866  65875  65893  65894  65951  65954  65955
##  [2821]  65957  65958  65965  65969  65975  65977  65978  65982  65983  65989
##  [2831]  65990  66039  66052  66053  66057  66058  66068  66098  66099  66100
##  [2841]  66112  66113  66116  66127  66128  66131  66132  66151  66180  66181
##  [2851]  66220  66234  66235  66263  66264  66265  66266  66267  66270  66271
##  [2861]  66279  66293  66294  66295  66296  66297  66298  66299  66329  66331
##  [2871]  66344  66345  66361  66379  66380  66381  66403  66439  66447  66448
##  [2881]  66452  66469  66470  66475  66476  66477  66478  66479  66480  66481
##  [2891]  66499  66500  66501  66502  66503  66504  66517  66518  66521  66522
##  [2901]  66532  66533  66534  66535  66536  66537  66538  66568  66579  66580
##  [2911]  66624  66634  66664  66665  66666  66667  66668  66670  66671  66672
##  [2921]  66673  66674  66675  66676  66677  66678  66698  66703  66711  66712
##  [2931]  66713  66719  66720  66721  66722  66723  66724  66753  66754  66755
##  [2941]  66756  66782  66783  66784  66805  66810  66811  66817  66819  66833
##  [2951]  66837  66838  66839  66875  66877  66899  66914  66915  66950  66951
##  [2961]  66952  66953  66954  66958  66965  66972  66998  67007  67021  67066
##  [2971]  67067  67068  67083  67084  67085  67086  67087  67110  67111  67114
##  [2981]  67115  67123  67124  67125  67126  67127  67128  67129  67130  67152
##  [2991]  67175  67176  67177  67189  67190  67200  67202  67203  67205  67216
##  [3001]  67228  67229  67230  67250  67254  67286  67288  67309  67310  67314
##  [3011]  67325  67326  67333  67334  67347  67348  67350  67351  67352  67359
##  [3021]  67368  67369  67370  67372  67373  67375  67400  67401  67407  67408
##  [3031]  67409  67410  67411  67412  67413  67414  67415  67416  67417  67418
##  [3041]  67438  67442  67443  67465  67474  67475  67483  67492  67493  67495
##  [3051]  67500  67501  67502  67503  67504  67516  67517  67529  67537  67545
##  [3061]  67546  67547  67548  67561  67580  67581  67583  67585  67586  67587
##  [3071]  67590  67591  67593  67598  67599  67608  67616  67634  67635  67636
##  [3081]  67637  67647  67652  67672  67673  67674  67675  67680  67681  67686
##  [3091]  67687  67688  67698  67699  67700  67701  67702  67708  67709  67710
##  [3101]  67711  67741  67751  67752  67753  67754  67755  67756  67757  67758
##  [3111]  67761  67762  67763  67764  67768  67769  67777  67778  67779  67780
##  [3121]  67787  67788  67789  67808  67809  67810  67811  67812  67842  67843
##  [3131]  67849  67850  67851  67856  67879  67880  67881  67882  67883  67884
##  [3141]  67890  67896  67897  67901  67906  67907  67913  67914  67920  67924
##  [3151]  67932  67933  67934  67941  67942  67943  67944  67946  67951  67952
##  [3161]  67955  67956  67957  67961  67981  67982  67986  67987  68007  68020
##  [3171]  68021  68027  68028  68029  68049  68053  68056  68057  68079  68082
##  [3181]  68083  68084  68085  68086  68087  68088  68089  68106  68129  68131
##  [3191]  68140  68167  68171  68178  68201  68211  68219  68220  68222  68223
##  [3201]  68224  68225  68226  68227  68228  68233  68236  68237  68240  68241
##  [3211]  68242  68257  68263  68287  68288  68289  68294  68295  68299  68300
##  [3221]  68301  68314  68315  68321  68333  68334  68343  68344  68349  68350
##  [3231]  68355  68356  68357  68358  68359  68363  68364  68365  68366  68367
##  [3241]  68368  68372  68414  68415  68416  68417  68418  68440  68446  68447
##  [3251]  68450  68451  68460  68461  68462  68463  68464  68465  68466  68467
##  [3261]  68494  68495  68496  68497  68506  68507  68518  68519  68520  68521
##  [3271]  68522  68523  68524  68525  68526  68527  68528  68556  68559  68560
##  [3281]  68562  68567  68568  68569  68570  68571  68572  68573  68574  68575
##  [3291]  68576  68577  68578  68579  68580  68581  68593  68594  68595  68596
##  [3301]  68597  68610  68611  68620  68621  68625  68628  68629  68633  68634
##  [3311]  68635  68636  68637  68638  68639  68640  68641  68642  68648  68649
##  [3321]  68650  68651  68652  68659  68681  68686  68687  68689  68690  68696
##  [3331]  68702  68703  68704  68705  68709  68710  68728  68729  68744  68745
##  [3341]  68746  68759  68760  68761  68794  68806  68807  68813  68814  68815
##  [3351]  68818  68822  68831  68835  68836  68838  68839  68840  68841  68855
##  [3361]  68860  68861  68862  68877  68878  68901  68903  68904  68905  68909
##  [3371]  68910  68911  68914  68919  68920  68921  68940  68949  68959  68961
##  [3381]  68962  68972  68973  68974  68975  68976  68988  68998  68999  69033
##  [3391]  69034  69035  69036  69051  69065  69066  69067  69083  69090  69097
##  [3401]  69101  69102  69112  69113  69114  69118  69119  69121  69129  69134
##  [3411]  69137  69138  69140  69151  69152  69154  69156  69165  69169  69170
##  [3421]  69177  69179  69185  69186  69191  69202  69203  69204  69205  69206
##  [3431]  69208  69209  69215  69224  69228  69229  69233  69234  69245  69246
##  [3441]  69247  69260  69261  69268  69277  69282  69283  69289  69290  69294
##  [3451]  69295  69296  69301  69302  69305  69332  69333  69355  69356  69357
##  [3461]  69423  69424  69429  69439  69445  69446  69447  69448  69449  69454
##  [3471]  69458  69460  69462  69463  69465  69466  69467  69468  69469  69470
##  [3481]  69471  69472  69478  69479  69480  69481  69484  69486  69491  69492
##  [3491]  69494  69497  69498  69499  69500  69502  69504  69506  69507  69509
##  [3501]  69510  69511  69512  69513  69514  69515  69516  69517  69518  69519
##  [3511]  69520  69521  69522  69523  69525  69526  69530  69531  69532  69533
##  [3521]  69534  69535  69536  69540  69541  69542  69545  69546  69549  69550
##  [3531]  69551  69563  69564  69565  69566  69567  69568  69574  69575  69576
##  [3541]  69580  69581  69582  69585  69587  69591  69596  69597  69598  69605
##  [3551]  69606  69607  69609  69610  69611  69612  69613  69615  69616  69617
##  [3561]  69618  69619  69620  69621  69622  69623  69624  69627  69628  69629
##  [3571]  69630  69631  69633  69634  69635  69636  69637  69638  69639  69640
##  [3581]  69642  69643  69644  69646  69647  69649  69650  69653  69658  69661
##  [3591]  69662  69663  69670  69676  69677  69680  69681  69682  69690  69691
##  [3601]  69692  69693  69697  69698  69706  69707  69708  69709  69710  69711
##  [3611]  69713  69722  69723  69724  69726  69727  69733  69734  69735  69737
##  [3621]  69738  69739  69740  69741  69742  69749  69750  69761  69768  69769
##  [3631]  69770  69771  69772  69773  69774  69775  69777  69778  69779  69780
##  [3641]  69781  69782  69790  69791  69793  69797  69798  69799  69802  69804
##  [3651]  69808  69810  69811  69816  69819  69823  69824  69825  69826  69828
##  [3661]  69831  69833  69834  69837  69838  69839  69840  69841  69842  69843
##  [3671]  69844  69845  69846  69847  69848  69852  69853  69854  69855  69856
##  [3681]  69858  69859  69860  69861  69862  69863  69864  69865  69866  69874
##  [3691]  69880  69881  69882  69888  69891  69906  69907  69908  69910  69911
##  [3701]  69912  69913  69914  69915  69916  69920  69921  69923  69924  69925
##  [3711]  69926  69927  69929  69930  69931  69932  69933  69936  69937  69946
##  [3721]  69947  69948  69949  69951  69952  69956  69957  69958  69964  69965
##  [3731]  69970  69971  69972  69973  69974  69978  69982  69983  69984  69987
##  [3741]  69989  69990  69994  69995  69996  69997  69998  69999  70000  70001
##  [3751]  70002  70003  70004  70005  70006  70007  70008  70011  70012  70013
##  [3761]  70014  70015  70016  70017  70018  70019  70020  70021  70022  70023
##  [3771]  70024  70025  70026  70027  70028  70031  70032  70035  70039  70041
##  [3781]  70042  70043  70046  70049  70050  70051  70052  70053  70054  70055
##  [3791]  70056  70057  70058  70059  70061  70062  70063  70064  70065  70067
##  [3801]  70068  70069  70077  70078  70080  70081  70084  70085  70086  70087
##  [3811]  70090  70091  70092  70093  70094  70098  70099  70100  70103  70104
##  [3821]  70105  70106  70107  70108  70109  70110  70111  70112  70113  70115
##  [3831]  70116  70117  70118  70119  70120  70121  70122  70123  70124  70125
##  [3841]  70128  70129  70132  70135  70138  70139  70140  70143  70144  70148
##  [3851]  70149  70150  70151  70152  70153  70154  70155  70156  70157  70162
##  [3861]  70164  70165  70166  70167  70169  70170  70171  70175  70177  70178
##  [3871]  70186  70187  70189  70190  70191  70192  70193  70194  70202  70203
##  [3881]  70207  70208  70209  70210  70211  70212  70213  70214  70215  70217
##  [3891]  70218  70220  70221  70222  70223  70224  70225  70227  70229  70230
##  [3901]  70234  70235  70237  70238  70239  70241  70242  70243  70244  70247
##  [3911]  70251  70256  70257  70258  70259  70260  70261  70262  70263  70264
##  [3921]  70265  70266  70267  70268  70270  70271  70274  70275  70276  70281
##  [3931]  70283  70284  70285  70286  70287  70288  70290  70291  70292  70293
##  [3941]  70294  70295  70296  70297  70298  70301  70302  70303  70307  70311
##  [3951]  70313  70314  70315  70316  70317  70318  70319  70324  70326  70327
##  [3961]  70328  70329  70330  70331  70332  70333  70334  70335  70336  70337
##  [3971]  70338  70339  70343  70344  70345  70346  70347  70348  70351  70353
##  [3981]  70354  70355  70357  70358  70359  70360  70361  70365  70369  70370
##  [3991]  70371  70373  70374  70375  70376  70377  70382  70383  70385  70386
##  [4001]  70387  70388  70389  70390  70391  70392  70393  70394  70395  70396
##  [4011]  70398  70399  70400  70401  70402  70403  70404  70405  70406  70407
##  [4021]  70411  70412  70413  70415  70416  70417  70423  70425  70426  70427
##  [4031]  70428  70429  70430  70431  70432  70433  70434  70439  70440  70444
##  [4041]  70445  70446  70447  70448  70449  70450  70451  70452  70453  70454
##  [4051]  70455  70456  70457  70458  70459  70460  70461  70462  70463  70464
##  [4061]  70465  70466  70467  70468  70469  70470  70471  70481  70482  70486
##  [4071]  70487  70491  70492  70493  70494  70522  70523  70524  70525  70526
##  [4081]  70528  70529  70533  70534  70535  70536  70537  70539  70540  70541
##  [4091]  70542  70548  70549  70550  70551  70552  70553  70555  70556  70557
##  [4101]  70558  70559  70560  70561  70569  70570  70571  70572  70573  70574
##  [4111]  70582  70586  70587  70589  70590  70591  70596  70597  70598  70602
##  [4121]  70603  70604  70605  70606  70607  70608  70609  70611  70612  70613
##  [4131]  70614  70615  70616  70617  70618  70619  70620  70621  70623  70626
##  [4141]  70627  70628  70629  70630  70631  70636  70637  70638  70639  70643
##  [4151]  70644  70645  70646  70647  70648  70649  70650  70655  70656  70657
##  [4161]  70658  70666  70667  70675  70677  70678  70679  70680  70681  70682
##  [4171]  70683  70684  70685  70686  70688  70689  70690  70691  70695  70696
##  [4181]  70697  70709  70718  70719  70720  70721  70722  70723  70724  70725
##  [4191]  70726  70727  70728  70729  70730  70731  70732  70733  70734  70736
##  [4201]  70737  70739  70740  70742  70743  70744  70747  70749  70750  70751
##  [4211]  70752  70753  70754  70755  70756  70757  70758  70764  70765  70769
##  [4221]  70770  70771  70772  70773  70776  70777  70778  70779  70780  70781
##  [4231]  70782  70789  70790  70791  70792  70795  70796  70797  70798  70799
##  [4241]  70800  70801  70802  70803  70804  70805  70806  70807  70808  70809
##  [4251]  70810  70811  70812  70813  70814  70815  70816  70817  70818  70819
##  [4261]  70823  70825  70826  70827  70828  70831  70832  70833  70834  70836
##  [4271]  70837  70838  70839  70840  70841  70842  70843  70846  70847  70848
##  [4281]  70849  70850  70852  70855  70856  70857  70858  70859  70860  70865
##  [4291]  70868  70869  70871  70872  70873  70874  70875  70876  70877  70878
##  [4301]  70880  70881  70882  70883  70884  70888  70889  70890  70891  70892
##  [4311]  70893  70897  70898  70901  70902  70903  70906  70907  70912  70913
##  [4321]  70914  70915  70917  70921  70923  70924  70925  70926  70927  70928
##  [4331]  70930  70932  70933  70934  70941  70942  70943  70944  70945  70947
##  [4341]  70948  70962  70963  70964  70965  70966  70967  70968  70969  70972
##  [4351]  70973  70979  70980  70981  70982  70983  70984  70985  70986  70987
##  [4361]  70988  70989  70990  70992  70993  70994  70995  70996  70997  70998
##  [4371]  70999  71000  71003  71004  71005  71006  71007  71009  71010  71012
##  [4381]  71013  71014  71015  71030  71031  71032  71033  71034  71035  71037
##  [4391]  71038  71044  71045  71046  71047  71048  71049  71050  71051  71052
##  [4401]  71053  71054  71055  71056  71057  71058  71059  71060  71061  71062
##  [4411]  71063  71064  71065  71066  71067  71069  71071  71072  71073  71074
##  [4421]  71078  71080  71081  71082  71083  71085  71086  71087  71088  71089
##  [4431]  71094  71095  71098  71099  71100  71107  71112  71114  71115  71116
##  [4441]  71117  71118  71119  71120  71121  71122  71125  71126  71127  71128
##  [4451]  71129  71130  71131  71132  71133  71134  71135  71137  71138  71139
##  [4461]  71140  71141  71142  71143  71144  71146  71149  71150  71160  71161
##  [4471]  71167  71169  71170  71171  71172  71174  71175  71176  71177  71178
##  [4481]  71179  71180  71183  71184  71187  71188  71191  71192  71193  71194
##  [4491]  71195  71197  71198  71199  71200  71201  71202  71204  71205  71206
##  [4501]  71207  71208  71209  71210  71211  71212  71213  71214  71217  71218
##  [4511]  71219  71220  71223  71224  71225  71226  71227  71228  71234  71235
##  [4521]  71236  71244  71245  71246  71247  71248  71249  71250  71254  71258
##  [4531]  71259  71263  71264  71265  71266  71267  71268  71269  71270  71271
##  [4541]  71272  71273  71274  71275  71276  71277  71278  71279  71280  71281
##  [4551]  71284  71285  71286  71294  71295  71296  71299  71300  71301  71302
##  [4561]  71303  71304  71305  71306  71307  71308  71309  71314  71315  71316
##  [4571]  71317  71318  71319  71321  71323  71324  71325  71328  71329  71330
##  [4581]  71331  71332  71333  71334  71335  71336  71337  71341  71345  71346
##  [4591]  71349  71350  71351  71352  71353  71363  71364  71365  71368  71369
##  [4601]  71370  71371  71372  71373  71382  71387  71389  71392  71403  71413
##  [4611]  71415  71420  71421  71426  71428  71429  71431  71436  71441  71450
##  [4621]  71454  71456  71457  71461  71462  71463  71464  71480  71496  71503
##  [4631]  71509  71511  71516  71540  71541  71542  71548  71550  71551  71564
##  [4641]  71565  71579  71582  71590  71592  71593  71599  71600  71601  71602
##  [4651]  71605  71609  71610  71611  71624  71625  71626  71627  71635  71636
##  [4661]  71637  71638  71639  71640  71643  71644  71651  71652  71653  71660
##  [4671]  71661  71663  71664  71668  71669  71670  71678  71691  71692  71693
##  [4681]  71694  71698  71699  71710  71711  71723  71724  71726  71727  71728
##  [4691]  71733  71737  71738  71741  71742  71744  71748  71750  71751  71753
##  [4701]  71762  71763  71766  71767  71778  71781  71782  71786  71793  71794
##  [4711]  71795  71804  71813  71814  71815  71820  71821  71822  71823  71835
##  [4721]  71836  71837  71842  71843  71849  71855  71858  71859  71861  71865
##  [4731]  71879  71892  71899  71900  71901  71902  71909  71910  71913  71916
##  [4741]  71917  71918  71919  71931  71932  71933  71934  71935  71936  71940
##  [4751]  71941  71942  71943  71944  71945  71946  71947  71957  71962  71963
##  [4761]  71967  71969  71975  71985  71988  71990  71996  71997  71998  72004
##  [4771]  72005  72007  72013  72015  72016  72021  72022  72023  72033  72050
##  [4781]  72051  72052  72053  72054  72057  72058  72059  72061  72065  72066
##  [4791]  72069  72072  72091  72093  72098  72099  72100  72104  72115  72116
##  [4801]  72119  72120  72121  72122  72141  72142  72143  72144  72149  72150
##  [4811]  72151  72152  72153  72154  72155  72156  72158  72172  72173  72179
##  [4821]  72180  72186  72187  72188  72189  72190  72193  72194  72195  72196
##  [4831]  72197  72199  72200  72201  72202  72203  72204  72205  72206  72210
##  [4841]  72213  72214  72215  72220  72230  72231  72232  72233  72234  72235
##  [4851]  72236  72240  72244  72253  72256  72257  72260  72261  72269  72270
##  [4861]  72271  72272  72273  72274  72275  72276  72277  72280  72283  72284
##  [4871]  72286  72287  72288  72289  72290  72296  72297  72306  72308  72309
##  [4881]  72313  72318  72319  72320  72321  72322  72323  72324  72325  72335
##  [4891]  72336  72337  72338  72342  72345  72346  72354  72355  72368  72373
##  [4901]  72374  72375  72380  72381  72382  72383  72384  72385  72386  72390
##  [4911]  72391  72392  72393  72394  72395  72396  72397  72398  72399  72400
##  [4921]  72410  72411  72414  72457  72458  72459  72460  72461  72466  72468
##  [4931]  72469  72482  72483  72485  72490  72491  72492  72493  72494  72495
##  [4941]  72496  72497  72498  72499  72500  72503  72506  72507  72508  72509
##  [4951]  72510  72516  72517  72518  72531  72532  72534  72535  72536  72537
##  [4961]  72539  72544  72545  72547  72548  72555  72556  72557  72560  72561
##  [4971]  72562  72563  72566  72569  72570  72571  72574  72575  72584  72592
##  [4981]  72601  72602  72603  72606  72624  72625  72626  72637  72652  72662
##  [4991]  72663  72668  72669  72681  72682  72685  72686  72687  72689  72696
##  [5001]  72697  72700  72701  72702  72707  72708  72709  72710  72721  72724
##  [5011]  72728  72729  72730  72731  72737  72738  72742  72743  72744  72745
##  [5021]  72746  72754  72755  72756  72757  72759  72764  72765  72766  72767
##  [5031]  72768  72769  72772  72775  72776  72779  72784  72794  72795  72796
##  [5041]  72797  72801  72802  72807  72819  72820  72821  72822  72826  72827
##  [5051]  72832  72833  72834  72837  72843  72844  72846  72850  72852  72856
##  [5061]  72857  72874  72876  72877  72908  72910  72911  72912  72913  72914
##  [5071]  72915  72916  72917  72918  72919  72921  72922  72930  72931  72935
##  [5081]  72936  72938  72939  72942  72943  72944  72959  72960  72961  72962
##  [5091]  72963  72964  72970  72971  72972  72973  72974  72975  72978  72980
##  [5101]  72981  72982  72991  72995  72996  72998  73003  73007  73009  73010
##  [5111]  73035  73041  73047  73048  73049  73055  73066  73067  73070  73073
##  [5121]  73075  73081  73082  73086  73087  73089  73090  73096  73097  73109
##  [5131]  73114  73115  73120  73121  73126  73133  73137  73138  73139  73146
##  [5141]  73147  73148  73149  73152  73153  73154  73155  73156  73157  73162
##  [5151]  73165  73173  73174  73190  73191  73192  73193  73194  73195  73196
##  [5161]  73197  73198  73199  73200  73201  73202  73203  73204  73205  73207
##  [5171]  73213  73214  73223  73225  73228  73231  73232  73233  73234  73235
##  [5181]  73236  73237  73238  73243  73244  73245  73246  73247  73248  73252
##  [5191]  73257  73263  73270  73274  73275  73279  73281  73287  73288  73289
##  [5201]  73290  73291  73295  73296  73303  73304  73305  73306  73307  73308
##  [5211]  73309  73310  73311  73312  73313  73314  73315  73316  73317  73318
##  [5221]  73319  73320  73321  73322  73323  73324  73325  73326  73327  73328
##  [5231]  73329  73330  73331  73332  73333  73334  73335  73336  73337  73338
##  [5241]  73339  73340  73341  73342  73343  73344  73345  73346  73347  73348
##  [5251]  73349  73350  73351  73352  73353  73354  73355  73356  73357  73358
##  [5261]  73359  73360  73361  73362  73363  73364  73365  73366  73367  73368
##  [5271]  73369  73370  73371  73372  73373  73374  73375  73376  73377  73378
##  [5281]  73379  73380  73381  73382  73383  73384  73385  73386  73387  73388
##  [5291]  73389  73390  73391  73392  73393  73394  73395  73396  73397  73398
##  [5301]  73399  73400  73401  73402  73403  73404  73405  73406  73407  73408
##  [5311]  73409  73410  73411  73412  73413  73414  73415  73416  73417  73418
##  [5321]  73419  73420  73421  73422  73423  73424  73425  73426  73427  73428
##  [5331]  73429  73430  73431  73432  73433  73434  73435  73436  73437  73438
##  [5341]  73439  73440  73441  73442  73443  73444  73445  73446  73447  73448
##  [5351]  73449  73450  73451  73452  73453  73454  73455  73456  73457  73458
##  [5361]  73459  73460  73461  73462  73463  73464  73465  73466  73467  73468
##  [5371]  73469  73470  73471  73472  73473  73474  73475  73476  73477  73478
##  [5381]  73479  73480  73481  73482  73483  73484  73485  73486  73487  73488
##  [5391]  73489  73490  73491  73492  73493  73494  73495  73496  73497  73498
##  [5401]  73499  73500  73501  73502  73503  73504  73505  73506  73507  73508
##  [5411]  73510  73511  73512  73513  73514  73515  73516  73517  73518  73519
##  [5421]  73520  73521  73522  73523  73524  73525  73526  73527  73528  73529
##  [5431]  73530  73531  73532  73533  73534  73535  73536  73537  73538  73539
##  [5441]  73540  73541  73542  73543  73544  73545  73546  73547  73548  73549
##  [5451]  73550  73551  73552  73553  73554  73555  73556  73557  73558  73559
##  [5461]  73560  73561  73562  73563  73564  73565  73566  73567  73568  73569
##  [5471]  73570  73571  73572  73573  73574  73575  73576  73577  73578  73579
##  [5481]  73580  73581  73582  73583  73584  73585  73586  73587  73588  73589
##  [5491]  73590  73591  73592  73593  73594  73595  73596  73597  73598  73599
##  [5501]  73600  73601  73606  73607  73608  73609  73610  73611  73612  73613
##  [5511]  73614  73615  73616  73617  73618  73619  73620  73621  73622  73623
##  [5521]  73626  73627  73628  73629  73630  73631  73632  73633  73634  73635
##  [5531]  73636  73637  73638  73639  73640  73641  73642  73643  73644  73645
##  [5541]  73646  73647  73648  73649  73650  73651  73652  73653  73654  73655
##  [5551]  73656  73657  73658  73659  73660  73661  73662  73663  73664  73665
##  [5561]  73666  73668  73669  73670  73671  73672  73673  73674  73675  73676
##  [5571]  73677  73678  73679  73680  73681  73682  73683  73684  73685  73686
##  [5581]  73687  73688  73689  73690  73691  73692  73693  73694  73695  73696
##  [5591]  73697  73698  73699  73700  73701  73702  73703  73704  73705  73706
##  [5601]  73707  73708  73709  73710  73711  73712  73713  73714  73715  73716
##  [5611]  73717  73718  73719  73720  73721  73722  73723  73724  73725  73726
##  [5621]  73727  73728  73729  73730  73731  73732  73733  73734  73735  73736
##  [5631]  73737  73738  73739  73740  73741  73742  73743  73744  73745  73746
##  [5641]  73747  73748  73749  73750  73751  73752  73753  73754  73755  73756
##  [5651]  73757  73758  73759  73760  73761  73762  73763  73764  73765  73766
##  [5661]  73767  73768  73769  73770  73771  73772  73773  73774  73775  73776
##  [5671]  73777  73778  73779  73780  73781  73782  73783  73784  73785  73786
##  [5681]  73787  73788  73789  73790  73791  73792  73793  73794  73795  73796
##  [5691]  73797  73798  73799  73800  73801  73802  73803  73804  73805  73806
##  [5701]  73807  73808  73809  73810  73811  73812  73813  73814  73815  73816
##  [5711]  73817  73818  73819  73820  73821  73822  73823  73824  73825  73826
##  [5721]  73827  73828  73829  73830  73831  73832  73833  73834  73835  73836
##  [5731]  73837  73838  73839  73840  73841  73842  73843  73844  73845  73846
##  [5741]  73847  73848  73849  73850  73851  73852  73853  73854  73855  73856
##  [5751]  73857  73858  73859  73860  73861  73862  73863  73864  73865  73866
##  [5761]  73867  73868  73869  73870  73871  73872  73873  73874  73875  73876
##  [5771]  73877  73878  73879  73880  73881  73882  73883  73884  73885  73886
##  [5781]  73889  73890  73891  73892  73893  73894  73895  73896  73897  73898
##  [5791]  73899  73900  73901  73902  73903  73904  73905  73906  73907  73908
##  [5801]  73909  73910  73911  73912  73913  73914  73915  73916  73917  73918
##  [5811]  73919  73920  73921  73922  73923  73924  73925  73926  73927  73928
##  [5821]  73929  73930  73931  73932  73933  73934  73935  73936  73938  73939
##  [5831]  73941  73942  73943  73944  73945  73946  73947  73948  73949  73950
##  [5841]  73951  73952  73953  73954  73955  73956  73957  73958  73959  73960
##  [5851]  73961  73962  73963  73964  73965  73966  73967  73968  73969  73970
##  [5861]  73971  73972  73973  73974  73975  73976  73977  73978  73979  73980
##  [5871]  73981  73982  73983  73984  73985  73986  73987  73988  73989  73990
##  [5881]  73991  73992  73993  73994  73995  73996  73997  73998  73999  74000
##  [5891]  74001  74002  74003  74004  74005  74006  74007  74008  74009  74010
##  [5901]  74011  74012  74013  74014  74015  74016  74017  74018  74019  74020
##  [5911]  74021  74022  74023  74024  74025  74026  74027  74028  74029  74030
##  [5921]  74031  74032  74033  74034  74035  74036  74037  74038  74039  74040
##  [5931]  74041  74042  74043  74044  74045  74047  74048  74049  74050  74051
##  [5941]  74052  74053  74054  74055  74056  74057  74058  74059  74060  74061
##  [5951]  74064  74065  74066  74067  74068  74069  74070  74071  74072  74073
##  [5961]  74074  74075  74076  74077  74078  74079  74080  74081  74082  74083
##  [5971]  74084  74085  74086  74087  74088  74089  74090  74091  74092  74093
##  [5981]  74094  74095  74096  74097  74098  74099  74100  74101  74102  74103
##  [5991]  74104  74105  74106  74107  74108  74109  74110  74111  74112  74113
##  [6001]  74114  74115  74116  74117  74118  74119  74120  74121  74122  74123
##  [6011]  74124  74125  74126  74127  74128  74129  74130  74131  74132  74133
##  [6021]  74134  74135  74136  74137  74138  74139  74140  74141  74142  74143
##  [6031]  74144  74145  74146  74147  74148  74149  74150  74151  74152  74153
##  [6041]  74154  74155  74156  74157  74158  74159  74160  74161  74162  74163
##  [6051]  74164  74165  74166  74167  74168  74169  74170  74171  74172  74173
##  [6061]  74174  74175  74176  74177  74178  74179  74180  74181  74182  74183
##  [6071]  74184  74185  74186  74187  74188  74189  74190  74191  74192  74193
##  [6081]  74194  74195  74196  74197  74198  74199  74200  74201  74202  74203
##  [6091]  74204  74205  74206  74207  74208  74209  74210  74211  74212  74213
##  [6101]  74214  74215  74216  74217  74218  74219  74220  74221  74222  74223
##  [6111]  74224  74225  74226  74227  74228  74229  74230  74231  74232  74233
##  [6121]  74234  74235  74236  74237  74238  74239  74240  74241  74242  74243
##  [6131]  74244  74245  74246  74247  74248  74249  74250  74251  74252  74253
##  [6141]  74254  74255  74256  74257  74258  74259  74260  74261  74262  74263
##  [6151]  74264  74265  74266  74267  74268  74269  74270  74271  74273  74274
##  [6161]  74275  74276  74280  74281  74282  74283  74284  74285  74286  74287
##  [6171]  74288  74289  74290  74291  74292  74293  74294  74295  74296  74297
##  [6181]  74298  74299  74300  74301  74302  74303  74304  74305  74306  74307
##  [6191]  74308  74309  74310  74311  74312  74313  74314  74315  74316  74317
##  [6201]  74318  74319  74320  74321  74322  74323  74324  74325  74326  74327
##  [6211]  74328  74329  74330  74331  74332  74333  74334  74335  74336  74337
##  [6221]  74338  74339  74340  74341  74342  74343  74344  74345  74346  74347
##  [6231]  74348  74349  74350  74351  74352  74353  74354  74355  74356  74357
##  [6241]  74358  74359  74360  74361  74362  74363  74364  74365  74366  74367
##  [6251]  74368  74369  74370  74371  74372  74373  74374  74375  74376  74377
##  [6261]  74378  74379  74380  74381  74382  74383  74384  74385  74386  74387
##  [6271]  74388  74389  74390  74391  74392  74393  74394  74395  74396  74397
##  [6281]  74398  74399  74400  74401  74402  74403  74404  74405  74406  74407
##  [6291]  74408  74409  74410  74411  74412  74413  74414  74415  74416  74417
##  [6301]  74418  74419  74420  74421  74422  74423  74424  74425  74426  74427
##  [6311]  74428  74429  74430  74431  74432  74433  74434  74435  74436  74437
##  [6321]  74438  74439  74440  74441  74442  74443  74444  74445  74446  74447
##  [6331]  74448  74449  74450  74451  74452  74453  74454  74455  74456  74457
##  [6341]  74458  74459  74460  74461  74462  74463  74464  74465  74466  74467
##  [6351]  74468  74469  74470  74471  74472  74473  74474  74475  74476  74477
##  [6361]  74478  74479  74480  74481  74482  74483  74484  74485  74486  74487
##  [6371]  74488  74489  74490  74491  74492  74493  74494  74495  74496  74497
##  [6381]  74498  74499  74500  74501  74502  74503  74504  74505  74506  74507
##  [6391]  74508  74509  74510  74511  74512  74513  74514  74515  74516  74517
##  [6401]  74518  74519  74520  74521  74522  74523  74524  74525  74526  74527
##  [6411]  74528  74529  74530  74531  74532  74533  74534  74535  74536  74537
##  [6421]  74538  74539  74540  74541  74542  74543  74544  74545  74546  74547
##  [6431]  74548  74549  74550  74551  74552  74553  74554  74555  74556  74557
##  [6441]  74558  74559  74560  74561  74562  74563  74564  74565  74566  74567
##  [6451]  74568  74569  74570  74571  74572  74573  74574  74575  74576  74577
##  [6461]  74578  74579  74580  74581  74582  74583  74584  74585  74586  74587
##  [6471]  74588  74589  74590  74591  74592  74593  74594  74595  74596  74597
##  [6481]  74598  74599  74600  74601  74602  74603  74604  74605  74606  74607
##  [6491]  74608  74609  74610  74611  74612  74613  74614  74615  74616  74617
##  [6501]  74618  74619  74620  74621  74622  74623  74624  74625  74626  74627
##  [6511]  74628  74629  74630  74631  74632  74633  74634  74635  74636  74637
##  [6521]  74638  74639  74640  74642  74643  74644  74645  74646  74647  74648
##  [6531]  74649  74650  74651  74652  74653  74654  74655  74656  74657  74658
##  [6541]  74659  74660  74661  74662  74663  74664  74665  74666  74667  74668
##  [6551]  74669  74670  74671  74672  74673  74674  74675  74676  74677  74678
##  [6561]  74679  74680  74681  74682  74683  74684  74685  74686  74687  74688
##  [6571]  74689  74690  74691  74692  74693  74694  74695  74696  74697  74698
##  [6581]  74699  74700  74701  74702  74703  74704  74705  74706  74707  74708
##  [6591]  74709  74710  74711  74712  74713  74714  74715  74716  74717  74718
##  [6601]  74719  74720  74721  74722  74723  74724  74725  74726  74727  74728
##  [6611]  74729  74730  74731  74732  74733  74734  74735  74736  74737  74738
##  [6621]  74739  74740  74741  74742  74743  74744  74745  74746  74747  74748
##  [6631]  74749  74750  74751  74752  74753  74754  74755  74756  74757  74758
##  [6641]  74759  74760  74761  74762  74763  74764  74765  74766  74767  74768
##  [6651]  74770  74771  74772  74773  74774  74775  74776  74777  74778  74779
##  [6661]  74780  74781  74782  74783  74784  74785  74786  74787  74788  74789
##  [6671]  74790  74791  74792  74793  74794  74795  74796  74797  74798  74799
##  [6681]  74800  74801  74802  74803  74804  74805  74806  74807  74808  74809
##  [6691]  74810  74811  74812  74813  74814  74815  74816  74817  74818  74819
##  [6701]  74820  74821  74822  74823  74824  74825  74826  74827  74828  74829
##  [6711]  74830  74831  74832  74833  74834  74835  74836  74837  74838  74839
##  [6721]  74840  74841  74842  74843  74844  74845  74846  74847  74848  74849
##  [6731]  74850  74851  74852  74853  74854  74855  74856  74857  74858  74859
##  [6741]  74860  74861  74862  74863  74864  74865  74866  74867  74868  74869
##  [6751]  74870  74871  74872  74873  74874  74875  74876  74877  74878  74879
##  [6761]  74880  74881  74882  74883  74884  74885  74886  74887  74888  74889
##  [6771]  74890  74891  74892  74893  74894  74895  74896  74897  74898  74899
##  [6781]  74900  74901  74902  74903  74904  74905  74906  74907  74908  74909
##  [6791]  74910  74911  74912  74913  74914  74915  74916  74917  74918  74919
##  [6801]  74920  74921  74922  74923  74924  74925  74926  74927  74928  74929
##  [6811]  74930  74931  74932  74933  74934  74935  74936  74937  74938  74939
##  [6821]  74940  74941  74942  74943  74944  74945  74946  74947  74948  74949
##  [6831]  74950  74951  74952  74953  74956  74957  74958  74959  74960  74961
##  [6841]  74962  74963  74964  74966  74967  74968  74969  74970  74971  74972
##  [6851]  74973  74974  74975  74976  74977  74978  74979  74980  74981  74982
##  [6861]  74983  74984  74985  74986  74987  74988  74989  74990  74991  74992
##  [6871]  74993  74994  74995  74996  74997  74998  74999  75000  75001  75002
##  [6881]  75003  75004  75005  75006  75007  75008  75009  75010  75011  75012
##  [6891]  75013  75014  75015  75016  75017  75018  75019  75020  75021  75022
##  [6901]  75023  75024  75025  75026  75027  75028  75029  75030  75031  75032
##  [6911]  75033  75034  75035  75036  75037  75038  75039  75040  75041  75042
##  [6921]  75043  75044  75045  75046  75047  75048  75049  75050  75051  75052
##  [6931]  75053  75054  75055  75056  75057  75058  75059  75060  75061  75062
##  [6941]  75063  75064  75065  75066  75067  75068  75069  75070  75071  75072
##  [6951]  75073  75074  75075  75076  75077  75078  75079  75080  75081  75082
##  [6961]  75083  75084  75085  75086  75087  75088  75089  75090  75091  75092
##  [6971]  75093  75094  75095  75096  75097  75098  75099  75100  75101  75102
##  [6981]  75103  75104  75105  75106  75107  75108  75109  75110  75111  75112
##  [6991]  75113  75114  75115  75116  75117  75118  75119  75120  75121  75122
##  [7001]  75123  75124  75125  75126  75127  75128  75129  75130  75131  75132
##  [7011]  75133  75134  75135  75136  75137  75138  75139  75140  75141  75142
##  [7021]  75143  75144  75145  75146  75147  75148  75149  75150  75151  75152
##  [7031]  75153  75154  75155  75156  75157  75158  75159  75160  75161  75162
##  [7041]  75163  75164  75165  75166  75167  75168  75169  75170  75171  75172
##  [7051]  75173  75174  75175  75176  75177  75178  75179  75180  75181  75182
##  [7061]  75183  75184  75185  75186  75187  75188  75189  75190  75191  75192
##  [7071]  75193  75194  75195  75196  75197  75198  75199  75200  75201  75202
##  [7081]  75203  75204  75205  75206  75207  75208  75209  75210  75211  75212
##  [7091]  75213  75214  75215  75216  75217  75218  75219  75220  75221  75222
##  [7101]  75223  75224  75225  75226  75227  75228  75229  75230  75231  75301
##  [7111]  75438  75671  75672  75673  75894  75896  76201  76364  76365  76366
##  [7121]  76367  76368  76391  76949  76950  77004  77129  77153  77154  77156
##  [7131]  77157  77158  77159  77160  77161  77162  77163  77164  77165  77169
##  [7141]  77170  77171  77172  77173  77174  77175  77176  77178  77179  77180
##  [7151]  77182  77183  77184  77185  77186  77187  77188  77190  77191  77192
##  [7161]  77193  77194  77195  77197  77198  77200  77201  77202  77203  77204
##  [7171]  77205  77210  77211  77212  77213  77215  77216  77217  77218  77220
##  [7181]  77223  77225  77226  77227  77228  77229  77230  77231  77232  77233
##  [7191]  77234  77235  77236  77237  77238  77241  77242  77245  77246  77247
##  [7201]  77251  77252  77258  77261  77262  77263  77264  77265  77266  77267
##  [7211]  77279  77280  77281  77282  77283  77284  77290  77296  77297  77298
##  [7221]  77301  77302  77303  77305  77306  77312  77315  77316  77317  77318
##  [7231]  77319  77320  77321  77322  77323  77324  77325  77326  77327  77328
##  [7241]  77329  77330  77331  77332  77333  77334  77335  77337  77338  77342
##  [7251]  77349  77350  77351  77352  77353  77354  77355  77356  77358  77362
##  [7261]  77363  77366  77368  77369  77375  77376  77379  77380  77386  77392
##  [7271]  77393  77396  77397  77398  77399  77400  77401  77402  77403  77406
##  [7281]  77407  77411  77412  77413  77414  77415  77416  77417  77418  77419
##  [7291]  77420  77422  77423  77424  77425  77426  77427  77429  77430  77431
##  [7301]  77432  77433  77434  77435  77436  77438  77439  77440  77441  77442
##  [7311]  77443  77447  77448  77449  77450  77453  77454  77455  77456  77457
##  [7321]  77458  77459  77464  77465  77466  77467  77468  77471  77472  77473
##  [7331]  77474  77475  77484  77485  77486  77487  77488  77489  77490  77491
##  [7341]  77492  77494  77495  77496  77497  77498  77501  77502  77503  77506
##  [7351]  77507  77513  77514  77515  77518  77519  77520  77524  77525  77526
##  [7361]  77527  77528  77529  77531  77532  77535  77539  77540  77541  77542
##  [7371]  77543  77544  77547  77548  77549  77550  77551  77552  77553  77554
##  [7381]  77555  77556  77557  77558  77559  77560  77561  77562  77563  77564
##  [7391]  77565  77566  77567  77568  77569  77571  77572  77573  77574  77575
##  [7401]  77580  77581  77582  77590  77591  77592  77593  77594  77595  77596
##  [7411]  77597  77598  77599  77600  77601  77602  77605  77606  77607  77612
##  [7421]  77613  77614  77615  77616  77617  77618  77619  77620  77622  77623
##  [7431]  77624  77626  77627  77628  77629  77630  77631  77632  77636  77638
##  [7441]  77639  77640  77641  77642  77643  77644  77645  77646  77647  77648
##  [7451]  77650  77651  77652  77653  77654  77655  77656  77661  77662  77663
##  [7461]  77664  77665  77666  77667  77668  77670  77672  77673  77674  77679
##  [7471]  77680  77681  77686  77687  77688  77689  77690  77691  77692  77693
##  [7481]  77694  77698  77699  77700  77701  77702  77703  77705  77706  77707
##  [7491]  77708  77710  77711  77712  77713  77714  77715  77716  77717  77718
##  [7501]  77719  77720  77721  77722  77723  77724  77727  77728  77729  77730
##  [7511]  77731  77732  77733  77734  77735  77736  77744  77747  77748  77749
##  [7521]  77750  77751  77753  77754  77755  77756  77762  77765  77766  77767
##  [7531]  77768  77769  77770  77771  77772  77773  77774  77775  77777  77778
##  [7541]  77779  77780  77781  77782  77783  77784  77785  77790  77793  77794
##  [7551]  77796  77797  77799  77800  77801  77802  77803  77804  77808  77809
##  [7561]  77810  77814  77815  77816  77817  77818  77819  77820  77821  77822
##  [7571]  77823  77824  77825  77826  77827  77828  77829  77831  77832  77833
##  [7581]  77834  77835  77836  77837  77838  77839  77840  77841  77842  77843
##  [7591]  77844  77845  77846  77847  77848  77849  77850  77851  77853  77854
##  [7601]  77855  77856  77859  77860  77863  77864  77865  77867  77868  77869
##  [7611]  77870  77871  77872  77873  77875  77876  77877  77878  77880  77881
##  [7621]  77882  77883  77885  77886  77887  77891  77893  77894  77895  77896
##  [7631]  77897  77898  77899  77900  77901  77902  77903  77905  77906  77907
##  [7641]  77908  77909  77917  77918  77919  77923  77924  77925  77926  77927
##  [7651]  77928  77929  77930  77931  77932  77933  77934  77935  77936  77937
##  [7661]  77938  77939  77940  77941  77942  77943  77944  77945  77946  77950
##  [7671]  77951  77953  77954  77955  77957  77958  77959  77960  77963  77966
##  [7681]  77967  77970  77971  77972  77973  77974  77975  77976  77977  77978
##  [7691]  77979  77986  77987  77988  77989  77993  77994  77995  77996  77997
##  [7701]  77999  78000  78001  78002  78003  78004  78007  78008  78009  78010
##  [7711]  78011  78012  78013  78014  78015  78016  78018  78019  78021  78022
##  [7721]  78023  78025  78027  78031  78036  78037  78040  78041  78042  78043
##  [7731]  78044  78047  78048  78049  78050  78051  78052  78053  78054  78055
##  [7741]  78056  78057  78058  78059  78060  78061  78062  78063  78064  78065
##  [7751]  78066  78067  78068  78069  78070  78071  78078  78081  78083  78084
##  [7761]  78085  78086  78087  78089  78090  78093  78095  78096  78097  78099
##  [7771]  78100  78102  78104  78114  78115  78116  78117  78118  78119  78120
##  [7781]  78121  78122  78123  78124  78125  78129  78132  78138  78139  78140
##  [7791]  78141  78142  78143  78144  78145  78146  78147  78148  78149  78150
##  [7801]  78151  78152  78155  78156  78157  78160  78161  78162  78163  78164
##  [7811]  78165  78166  78167  78168  78169  78170  78171  78172  78173  78174
##  [7821]  78175  78176  78180  78181  78182  78183  78184  78185  78186  78187
##  [7831]  78188  78197  78198  78201  78204  78205  78206  78207  78208  78209
##  [7841]  78212  78213  78214  78215  78216  78217  78218  78219  78220  78221
##  [7851]  78222  78223  78224  78225  78226  78228  78238  78239  78240  78244
##  [7861]  78245  78249  78250  78251  78252  78253  78255  78256  78257  78258
##  [7871]  78263  78264  78265  78266  78270  78272  78273  78274  78277  78278
##  [7881]  78279  78280  78281  78282  78283  78284  78285  78286  78287  78288
##  [7891]  78289  78290  78299  78300  78301  78303  78304  78305  78306  78307
##  [7901]  78308  78309  78310  78311  78312  78313  78314  78318  78319  78320
##  [7911]  78321  78322  78323  78324  78325  78326  78327  78328  78329  78330
##  [7921]  78333  78334  78335  78336  78337  78339  78340  78341  78342  78343
##  [7931]  78344  78345  78346  78347  78348  78349  78350  78352  78353  78361
##  [7941]  78362  78363  78364  78365  78366  78371  78372  78373  78374  78379
##  [7951]  78382  78383  78389  78390  78393  78394  78395  78396  78397  78398
##  [7961]  78399  78400  78401  78402  78404  78405  78406  78407  78411  78412
##  [7971]  78413  78414  78415  78416  78424  78425  78426  78434  78435  78436
##  [7981]  78437  78438  78439  78449  78450  78451  78452  78453  78455  78456
##  [7991]  78457  78458  78459  78460  78461  78463  78465  78466  78468  78469
##  [8001]  78470  78471  78472  78473  78474  78475  78476  78480  78481  78482
##  [8011]  78483  78484  78485  78486  78487  78488  78489  78493  78494  78495
##  [8021]  78496  78497  78500  78505  78506  78507  78508  78511  78512  78513
##  [8031]  78514  78515  78516  78517  78518  78519  78520  78521  78522  78523
##  [8041]  78524  78525  78526  78527  78528  78529  78530  78531  78532  78533
##  [8051]  78534  78535  78536  78537  78538  78539  78540  78541  78542  78543
##  [8061]  78544  78546  78547  78548  78549  78550  78551  78552  78553  78554
##  [8071]  78555  78556  78557  78558  78559  78562  78563  78564  78565  78566
##  [8081]  78567  78568  78571  78572  78573  78576  78577  78581  78582  78583
##  [8091]  78584  78585  78587  78588  78589  78590  78593  78594  78596  78597
##  [8101]  78598  78600  78604  78605  78606  78607  78608  78609  78612  78613
##  [8111]  78614  78617  78618  78619  78620  78621  78622  78623  78625  78626
##  [8121]  78630  78631  78633  78637  78639  78640  78641  78642  78643  78644
##  [8131]  78645  78646  78648  78649  78650  78657  78658  78659  78660  78661
##  [8141]  78675  78678  78679  78680  78681  78684  78685  78688  78689  78695
##  [8151]  78696  78697  78698  78699  78700  78701  78702  78703  78704  78705
##  [8161]  78706  78708  78709  78713  78719  78720  78721  78722  78723  78725
##  [8171]  78726  78728  78729  78730  78731  78732  78733  78734  78735  78746
##  [8181]  78747  78748  78749  78750  78751  78752  78756  78760  78761  78762
##  [8191]  78763  78764  78765  78766  78767  78768  78769  78772  78773  78774
##  [8201]  78775  78778  78779  78782  78783  78785  78786  78788  78789  78790
##  [8211]  78794  78796  78797  78798  78799  78801  78805  78810  78811  78812
##  [8221]  78813  78816  78822  78824  78825  78826  78827  78828  78830  78831
##  [8231]  78832  78833  78835  78836  78842  78845  78846  78848  78849  78850
##  [8241]  78851  78853  78854  78855  78858  78859  78860  78861  78862  78865
##  [8251]  78866  78867  78868  78873  78874  78876  78877  78878  78879  78880
##  [8261]  78881  78883  78885  78886  78887  78888  78889  78893  78894  78895
##  [8271]  78896  78899  78900  78901  78902  78905  78906  78907  78908  78909
##  [8281]  78911  78913  78914  78915  78916  78917  78918  78919  78920  78921
##  [8291]  78922  78927  78928  78929  78930  78934  78935  78936  78939  78940
##  [8301]  78941  78942  78943  78944  78948  78949  78950  78951  78952  78960
##  [8311]  78961  78962  78963  78964  78965  78966  78971  78972  78973  78976
##  [8321]  78977  78978  78979  78980  78993  79000  79001  79002  79010  79011
##  [8331]  79012  79015  79018  79019  79020  79021  79022  79023  79024  79025
##  [8341]  79030  79031  79032  79033  79034  79035  79037  79039  79044  79048
##  [8351]  79049  79050  79051  79052  79053  79057  79058  79059  79060  79061
##  [8361]  79062  79063  79064  79065  79066  79068  79070  79071  79072  79073
##  [8371]  79074  79075  79076  79077  79078  79079  79080  79081  79082  79083
##  [8381]  79084  79234  79529  79530  79531  79862  79863  80072  80073  80074
##  [8391]  80075  80076  80077  80078  80079  80401  80819  80820  80821  81014
##  [8401]  81015  81016  81017  81018  81019  81020  81029  81030  81031  81032
##  [8411]  81034  81036  81040  81048  81052  81053  81058  81060  81062  81063
##  [8421]  81064  81067  81068  81073  81074  81078  81080  81081  81083  81084
##  [8431]  81085  81086  81087  81088  81093  81094  81095  81099  81109  81120
##  [8441]  81122  81123  81124  81137  81138  81139  81140  81141  81142  81148
##  [8451]  81150  81154  81155  81156  81161  81170  81175  81176  81177  81178
##  [8461]  81180  81181  81182  81183  81184  81192  81193  81201  81202  81203
##  [8471]  81204  81205  81207  81208  81209  81210  81211  81214  81224  81227
##  [8481]  81244  81245  81246  81247  81250  81251  81269  81270  81280  81281
##  [8491]  81282  81283  81284  81285  81287  81307  81308  81309  81313  81314
##  [8501]  81315  81316  81323  81324  81325  81326  81327  81328  81329  81330
##  [8511]  81331  81332  81333  81343  81344  81352  81353  81354  81355  81356
##  [8521]  81364  81365  81371  81372  81373  81376  81378  81379  81380  81381
##  [8531]  81383  81384  81385  81389  81390  81393  81397  81402  81405  81406
##  [8541]  81407  81409  81410  81412  81416  81417  81421  81422  81426  81433
##  [8551]  81438  81439  81440  81441  81442  81443  81444  81445  81446  81447
##  [8561]  81449  81455  81457  81464  81465  81479  81480  81481  81482  81487
##  [8571]  81488  81501  81503  81504  81506  81510  81511  81514  81523  81524
##  [8581]  81528  81530  81531  81532  81537  81539  81543  81548  81552  81556
##  [8591]  81557  81558  81559  81560  81561  81563  81564  81568  81569  81570
##  [8601]  81571  81572  81573  81574  81575  81582  81585  81586  81587  81595
##  [8611]  81596  81597  81598  81599  81600  81601  81602  81605  81606  81607
##  [8621]  81608  81609  81611  81612  81620  81621  81622  81623  81624  81625
##  [8631]  81626  81627  81628  81629  81630  81631  81635  81638  81639  81640
##  [8641]  81643  81647  81649  81650  81651  81654  81655  81658  81660  81661
##  [8651]  81662  81666  81667  81668  81672  81673  81681  81682  81683  81684
##  [8661]  81685  81686  81687  81689  81690  81691  81692  81693  81694  81702
##  [8671]  81703  81704  81705  81706  81709  81712  81713  81714  81717  81718
##  [8681]  81722  81723  81736  81739  81740  81742  81743  81744  81745  81749
##  [8691]  81760  81764  81765  81767  81775  81791  81792  81793  81797  81798
##  [8701]  81799  81801  81802  81804  81811  81812  81813  81817  81818  81825
##  [8711]  81831  81838  81839  81840  81841  81842  81844  81845  81846  81847
##  [8721]  81848  81849  81850  81851  81852  81853  81855  81861  81862  81865
##  [8731]  81875  81876  81877  81878  81881  81885  81889  81890  81891  81892
##  [8741]  81893  81898  81906  81907  81908  81909  81910  81911  81912  81913
##  [8751]  81914  81915  81916  81922  81923  81924  81925  81928  81929  81941
##  [8761]  81942  81945  81947  81948  81953  81954  81958  81964  81965  81966
##  [8771]  81967  81968  81969  81970  81972  81973  81974  81975  81976  81977
##  [8781]  81978  81979  81980  81981  81987  81990  81991  81997  82011  82012
##  [8791]  82013  82014  82015  82018  82019  82020  82035  82036  82037  82038
##  [8801]  82039  82040  82041  82042  82043  82044  82045  82056  82057  82058
##  [8811]  82059  82060  82061  82062  82063  82070  82071  82072  82073  82074
##  [8821]  82075  82076  82077  82078  82079  82080  82081  82082  82083  82084
##  [8831]  82104  82105  82106  82108  82115  82121  82122  82123  82124  82130
##  [8841]  82133  82135  82143  82144  82145  82156  82161  82163  82164  82165
##  [8851]  82176  82177  82178  82191  82192  82193  82194  82195  82198  82199
##  [8861]  82200  82201  82202  82204  82210  82211  82214  82215  82216  82221
##  [8871]  82222  82223  82230  82231  82232  82235  82236  82244  82245  82249
##  [8881]  82250  82251  82269  82270  82271  82272  82283  82292  82293  82294
##  [8891]  82295  82296  82308  82309  82310  82313  82314  82315  82316  82317
##  [8901]  82318  82323  82326  82327  82328  82329  82331  82332  82338  82339
##  [8911]  82345  82346  82347  82352  82353  82354  82355  82357  82366  82367
##  [8921]  82369  82371  82377  82378  82379  82380  82381  82383  82384  82385
##  [8931]  82386  82387  82388  82389  82397  82404  82406  82407  82408  82409
##  [8941]  82415  82416  82417  82420  82421  82422  82423  82424  82426  82429
##  [8951]  82430  82431  82434  82440  82441  82443  82445  82451  82452  82455
##  [8961]  82456  82458  82463  82464  82465  82471  82472  82475  82476  82477
##  [8971]  82478  82479  82483  82484  82497  82498  82499  82500  82506  82507
##  [8981]  82508  82511  82512  82515  82516  82517  82518  82519  82520  82536
##  [8991]  82537  82538  82539  82542  82546  82547  82553  82554  82563  82564
##  [9001]  82566  82567  82574  82580  82581  82583  82584  82586  82589  82604
##  [9011]  82605  82606  82607  82608  82609  82614  82618  82619  82620  82621
##  [9021]  82622  82624  82627  82630  82631  82637  82640  82641  82646  82648
##  [9031]  82652  82654  82655  82656  82657  82658  82659  82663  82668  82672
##  [9041]  82673  82674  82680  82681  82682  82686  82688  82689  82690  82691
##  [9051]  82693  82694  82703  82704  82705  82706  82709  82711  82712  82713
##  [9061]  82714  82723  82724  82725  82726  82727  82734  82735  82736  82737
##  [9071]  82741  82753  82754  82757  82758  82761  82765  82766  82769  82778
##  [9081]  82782  82783  82784  82794  82797  82798  82799  82804  82805  82809
##  [9091]  82810  82818  82819  82820  82821  82822  82823  82832  82833  82834
##  [9101]  82837  82838  82839  82840  82841  82842  82843  82844  82845  82846
##  [9111]  82847  82848  82849  82850  82860  82868  82869  82870  82872  82873
##  [9121]  82876  82877  82878  82879  82880  82881  82882  82883  82892  82893
##  [9131]  82902  82903  82904  82905  82908  82909  82912  82913  82914  82915
##  [9141]  82919  82920  82921  82923  82924  82925  82932  82933  82934  82935
##  [9151]  82936  82940  82941  82942  82996  83000  83012  83013  83022  83023
##  [9161]  83028  83049  83070  83100  83101  83114  83115  83116  83122  83153
##  [9171]  83174  83175  83176  83179  83183  83184  83185  83213  83214  83216
##  [9181]  83236  83253  83264  83313  83314  83326  83337  83345  83346  83370
##  [9191]  83371  83372  83429  83468  83475  83476  83488  83489  83538  83559
##  [9201]  83583  83584  83589  83590  83595  83596  83597  83613  83615  83624
##  [9211]  83640  83667  83695  83722  83767  83768  83769  83770  83771  83773
##  [9221]  83774  83781  83782  83784  83830  83831  83843  83844  83845  83846
##  [9231]  83847  83848  83849  83850  83890  83893  83894  83895  83896  83897
##  [9241]  83898  83899  83911  83912  83916  83954  83955  83956  83957  83958
##  [9251]  83959  83960  83999  84000  84001  84002  84003  84004  84005  84006
##  [9261]  84007  84008  84009  84010  84011  84012  84013  84031  84032  84040
##  [9271]  84056  84059  84093  84094  84107  84118  84119  84143  84144  84145
##  [9281]  84221  84222  84223  84224  84225  84286  84319  84368  84371  84375
##  [9291]  84376  84380  84387  84404  84405  84411  84426  84445  84446  84447
##  [9301]  84484  84485  84486  84487  84488  84489  84490  84491  84515  84518
##  [9311]  84552  84556  84609  84632  84633  84648  84671  84726  84727  84728
##  [9321]  84737  84749  84750  84751  84752  84789  84853  84856  84861  84862
##  [9331]  84863  84864  84865  84877  84878  84892  84894  84897  84904  84915
##  [9341]  84927  84928  84931  84932  84934  84935  84939  84943  84944  84951
##  [9351]  84952  84953  84957  84967  84983  84995  84996  84997  84998  84999
##  [9361]  85006  85013  85014  85019  85022  85028  85038  85039  85043  85044
##  [9371]  85045  85057  85059  85060  85061  85062  85063  85065  85066  85070
##  [9381]  85071  85072  85095  85096  85102  85108  85109  85112  85113  85114
##  [9391]  85138  85141  85142  85143  85145  85154  85155  85156  85165  85169
##  [9401]  85170  85171  85172  85173  85180  85182  85200  85210  85211  85212
##  [9411]  85215  85216  85230  85231  85234  85236  85240  85242  85243  85251
##  [9421]  85255  85264  85279  85280  85290  85313  85323  85324  85325  85326
##  [9431]  85327  85338  85339  85340  85345  85346  85347  85359  85361  85362
##  [9441]  85368  85372  85388  85389  85390  85397  85401  85410  85416  85421
##  [9451]  85422  85426  85427  85428  85429  85430  85441  85443  85444  85445
##  [9461]  85451  85452  85467  85478  85493  85495  85501  85504  85509  85510
##  [9471]  85512  85513  85516  85518  85519  85524  85525  85526  85532  85539
##  [9481]  85540  85541  85542  85543  85544  85545  85547  85548  85549  85550
##  [9491]  85551  85552  85560  85561  85570  85571  85572  85601  85602  85603
##  [9501]  85607  85621  85624  85633  85639  85640  85641  85642  85643  85649
##  [9511]  85650  85669  85670  85671  85675  85676  85689  85702  85703  85707
##  [9521]  85708  85713  85734  85735  85747  85748  85749  85750  85751  85759
##  [9531]  85760  85761  85762  85783  85805  85806  85807  85808  85816  85819
##  [9541]  85820  85840  85841  85842  85845  85847  85855  85871  85879  85880
##  [9551]  85881  85882  85883  85884  85885  85886  85887  85888  85889  85896
##  [9561]  85897  85898  85899  85900  85901  85902  85903  85905  85906  85907
##  [9571]  85908  85918  85919  85957  85958  85962  85963  85964  85965  85967
##  [9581]  85988  85989  85990  85991  85993  86021  86022  86023  86026  86027
##  [9591]  86028  86029  86030  86047  86048  86049  86050  86051  86052  86053
##  [9601]  86057  86060  86061  86087  86089  86090  86098  86099  86109  86127
##  [9611]  86128  86129  86133  86134  86141  86150  86151  86152  86153  86154
##  [9621]  86169  86180  86181  86186  86187  86189  86191  86203  86210  86211
##  [9631]  86212  86213  86215  86227  86229  86241  86242  86243  86244  86245
##  [9641]  86246  86247  86257  86258  86259  86260  86270  86271  86272  86273
##  [9651]  86274  86275  86279  86300  86302  86304  86305  86310  86315  86316
##  [9661]  86329  86330  86333  86334  86335  86355  86369  86370  86377  86391
##  [9671]  86394  86395  86396  86397  86399  86411  86413  86414  86415  86416
##  [9681]  86417  86418  86419  86420  86421  86422  86429  86438  86439  86444
##  [9691]  86445  86446  86447  86462  86463  86464  86465  86466  86467  86481
##  [9701]  86506  86510  86512  86513  86533  86534  86535  86536  86537  86552
##  [9711]  86564  86565  86566  86567  86569  86570  86578  86585  86592  86593
##  [9721]  86594  86595  86612  86617  86618  86623  86624  86636  86637  86643
##  [9731]  86644  86652  86667  86668  86676  86677  86678  86679  86680  86681
##  [9741]  86682  86695  86696  86719  86720  86728  86731  86741  86742  86746
##  [9751]  86747  86748  86749  86760  86761  86762  86763  86770  86771  86772
##  [9761]  86773  86777  86778  86782  86785  86800  86827  86860  86863  86872
##  [9771]  86897  86906  86913  86914  86915  86916  86917  86918  86962  86963
##  [9781]  86964  86965  86970  86971  86979  86998  87067  87070  87100  87101
##  [9791]  87102  87144  87145  87159  87160  87199  87244  87288  87346  87347
##  [9801]  87369  87375  87376  87377  87378  87379  87456  87497  87501  87536
##  [9811]  87537  87551  87552  87554  87602  87603  87631  87632  87642  87671
##  [9821]  87775  87784  87846  87847  87848  87900  87901  87910  87911  87915
##  [9831]  87920  87943  87950  87969  88113  88114  88139  88140  88141  88142
##  [9841]  88170  88174  88175  88176  88193  88194  88195  88208  88253  88254
##  [9851]  88270  88271  88278  88323  88324  88325  88326  88391  88392  88430
##  [9861]  88443  88461  88521  88522  88528  88541  88556  88559  88560  88574
##  [9871]  88575  88578  88597  88626  88627  88628  88629  88630  88631  88632
##  [9881]  88633  88634  88635  88636  88637  88660  88696  88713  88728  88808
##  [9891]  88945  88946  88947  88995  89068  89069  89070  89272  89478  89680
##  [9901]  89681  89682  89683  89684  89685  89686  89704  89717  89718  89719
##  [9911]  89720  89721  89722  89723  89724  89786  89787  89788  89789  89790
##  [9921]  89791  89792  89793  89794  89795  89796  89797  89798  89799  89800
##  [9931]  89803  89804  89805  89806  89807  89808  89809  89810  89811  89902
##  [9941]  89903  89904  90014  90015  90016  90017  90018  90019  90020  90021
##  [9951]  90022  90566  90656  90657  90830  90831  90832  90837  90925  91288
##  [9961]  91311  91312  91314  91407  91462  91463  91500  91521  91522  91550
##  [9971]  91646  91647  91648  91649  91650  91651  91652  91653  91715  91716
##  [9981]  91717  91718  91719  91720  91721  91722  91723  91724  91725  91726
##  [9991]  91727  91728  91729  91754  92193  92194  92195  92196  92197  92372
## [10001]  92402  92403  92553  92614  92631  92639  92640  92696  92700  92701
## [10011]  92702  92703  92704  92705  92716  92717  92718  92719  92737  92759
## [10021]  92760  92761  92763  92764  92765  92766  92771  92772  92788  92812
## [10031]  92816  92817  92825  92826  92843  92844  92853  92916  92931  92948
## [10041]  92949  92995  92996  93068  93079  93081  93122  93130  93181  93182
## [10051]  93185  93214  93215  93216  93220  93234  93235  93246  93247  93270
## [10061]  93271  93272  93273  93279  93286  93287  93299  93300  93301  93302
## [10071]  93303  93304  93305  93378  93385  93386  93387  93418  93419  93420
## [10081]  93421  93424  93425  93457  93488  93489  93490  93517  93565  93571
## [10091]  93574  93606  93607  93608  93634  93635  93678  93679  93680  93702
## [10101]  93704  93705  93706  93709  93742  93743  93777  93786  93787  93793
## [10111]  93794  93816  93817  93826  93827  93828  93829  93830  93831  93832
## [10121]  93833  93834  93866  93867  93868  93869  93870  93871  93883  93900
## [10131]  93901  93932  93944  93947  93948  93949  93950  93956  93958  93959
## [10141]  93960  93971  93980  93981  93982  94065  94075  94076  94077  94095
## [10151]  94116  94122  94123  94124  94125  94126  94127  94140  94141  94161
## [10161]  94162  94167  94206  94208  94209  94221  94293  94315  94336  94361
## [10171]  94362  94366  94367  94411  94412  94450  94451  94452  94453  94454
## [10181]  94455  94456  94465  94476  94477  94478  94479  94483  94493  94494
## [10191]  94517  94518  94519  94520  94521  94522  94523  94540  94541  94543
## [10201]  94544  94545  94546  94547  94548  94555  94556  94560  94561  94572
## [10211]  94573  94574  94595  94596  94597  94602  94604  94605  94612  94613
## [10221]  94628  94640  94641  94642  94643  94644  94664  94673  94674  94675
## [10231]  94683  94684  94686  94687  94700  94701  94703  94704  94705  94706
## [10241]  94707  94708  94710  94711  94717  94723  94724  94727  94745  94746
## [10251]  94753  94774  94775  94782  94787  94788  94791  94792  94810  94816
## [10261]  94817  94818  94837  94853  94855  94856  94857  94860  94861  94862
## [10271]  94875  94876  94877  94878  94881  94886  94898  94899  94900  94905
## [10281]  94908  94910  94911  94915  94924  94925  94936  94973  94974  94975
## [10291]  94976  94977  94978  94979  94980  94983  94984  94985  94997  95013
## [10301]  95014  95027  95042  95059  95061  95068  95069  95076  95077  95078
## [10311]  95085  95086  95108  95109  95138  95141  95142  95154  95155  95156
## [10321]  95161  95169  95170  95171  95175  95176  95184  95186  95199  95200
## [10331]  95201  95202  95214  95215  95216  95217  95220  95228  95229  95230
## [10341]  95231  95242  95243  95246  95247  95248  95252  95267  95268  95269
## [10351]  95270  95289  95290  95291  95292  95293  95297  95298  95299  95302
## [10361]  95313  95318  95319  95320  95321  95327  95331  95332  95349  95350
## [10371]  95352  95353  95358  95359  95361  95362  95363  95381  95386  95388
## [10381]  95409  95417  95418  95419  95425  95428  95430  95448  95454  95456
## [10391]  95457  95464  95475  95476  95477  95478  95479  95480  95481  95482
## [10401]  95485  95486  95490  95493  95500  95502  95516  95524  95525  95526
## [10411]  95527  95528  95529  95530  95531  95532  95533  95534  95562  95573
## [10421]  95574  95575  95576  95577  95578  95579  95580  95581  95582  95583
## [10431]  95584  95585  95586  95587  95590  95591  95592  95593  95594  95595
## [10441]  95596  95597  95598  95614  95626  95627  95631  95633  95638  95654
## [10451]  95655  95656  95657  95658  95666  95673  95674  95675  95679  95680
## [10461]  95689  95690  95691  95706  95715  95716  95722  95723  95732  95772
## [10471]  95773  95774  95776  95777  95778  95779  95786  95812  95813  95816
## [10481]  95817  95818  95819  95820  95821  95825  95849  95850  95855  95856
## [10491]  95857  95858  95862  95863  95866  95867  95868  95869  95872  95875
## [10501]  95884  95885  95886  95890  95891  95892  95893  95900  95908  95909
## [10511]  95910  95911  95920  95923  95937  95945  95955  95960  95966  95969
## [10521]  95970  95976  95977  95980  95998  96000  96001  96002  96003  96004
## [10531]  96005  96019  96020  96021  96047  96049  96050  96056  96057  96058
## [10541]  96059  96060  96061  96062  96063  96064  96065  96066  96067  96069
## [10551]  96070  96087  96092  96096  96107  96108  96109  96124  96125  96128
## [10561]  96129  96146  96155  96157  96158  96167  96168  96196  96197  96203
## [10571]  96206  96207  96229  96230  96244  96265  96268  96269  96270  96272
## [10581]  96275  96276  96281  96282  96295  96296  96303  96304  96305  96313
## [10591]  96321  96322  96323  96324  96325  96326  96340  96341  96361  96362
## [10601]  96363  96372  96373  96376  96379  96380  96381  96382  96383  96384
## [10611]  96385  96391  96392  96393  96394  96398  96400  96401  96402  96405
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## [13211] 102533 102534 102542 102562 102563 102574 102575 102587 102588 102591
## [13221] 102592 102603 102604 102617 102627 102631 102637 102638 102639 102645
## [13231] 102703 102704 102713 102725 102729 102734 102735 102736 102737 102743
## [13241] 102765 102766 102778 102779 102787 102788 102789 102790 102791 102849
## [13251] 102852 102872 102876 102877 102885 102886 102893 102897 102915 102916
## [13261] 102917 102918 102923 102930 102931 102932 102983 102984 103010 103011
## [13271] 103018 103020 103023 103027 103028 103036 103037 103095 103096 103102
## [13281] 103103 103126 103127 103128 103129 103130 103131 103132 103133 103134
## [13291] 103135 103144 103162 103170 103172 103173 103219 103240 103241 103242
## [13301] 103243 103244 103245 103246 103247 103248 103249 103250 103251 103252
## [13311] 103253 103284 103289 103290 103291 103292 103293 103294 103295 103296
## [13321] 103297 103298 103299 103300 103301 103302 103303 103304 103315 103316
## [13331] 103317 103330 103425 103426 103427 103431 103432 103502 103545 103546
## [13341] 103550 103565 103566 103592 103593 103594 103595 103609 103616 103641
## [13351] 103663 103696 103755 103756 103757 103758 103840 103841 103937 103945
## [13361] 103967 103968 103969 103981 103986 103991 103992 103998 104079 104086
## [13371] 104095 104096 104097 104098 104099 104100 104101 104121 104125 104126
## [13381] 104127 104146 104151 104161 104162 104163 104164 104165 104166 104274
## [13391] 104275 104276 104277 104278 104279 104333 104334 104335 104337 104359
## [13401] 104417 104418 104655 104898 105173 105174 105175 105176 105177 105178
## [13411] 105179 105219 105220 105252 105253 105254 105470 105476 105481 105592
## [13421] 105639 106081 106082 106083 106084 106091 106092 106093 106094 106095
## [13431] 106111 106135 106148 106150 106162 106170 106171 106176 106199 106202
## [13441] 106214 106215 106216 106217 106233 106240 106247 106248 106249 106250
## [13451] 106251 106257 106258 106270 106274 106275 106284 106285 106286 106287
## [13461] 106288 106327 106328 106356 106357 106360 106400 106419 106427 106429
## [13471] 106430 106431 106434 106435 106460 106472 106473 106474 106475 106482
## [13481] 106491 106492 106501 106502 106547 106548 106549 106550 106551 106552
## [13491] 106553 106554 106580 106581 106587 106614 106616 106620 106621 106622
## [13501] 106633 106635 106640 106641 106645 106646 106647 106648 106649 106660
## [13511] 106697 106720 106729 106730 106749 106750 106779 106780 106784 106785
## [13521] 106789 106790 106791 106820 106821 106822 106840 106855 106856 106868
## [13531] 106869 106876 106898 106905 106906 106921 106922 106932 106955 106962
## [13541] 106984 106985 106986 106987 106988 106989 106990 107004 107020 107061
## [13551] 107064 107076 107090 107102 107103 107104 107105 107106 107107 107108
## [13561] 107109 107110 107111 107124 107125 107126 107127 107133 107181 107182
## [13571] 107183 107204 107212 107245 107246 107247 107248 107249 107280 107288
## [13581] 107289 107290 107298 107299 107300 107327 107328 107346 107347 107348
## [13591] 107349 107352 107353 107360 107369 107370 107371 107372 107373 107390
## [13601] 107391 107408 107415 107416 107434 107450 107451 107452 107453 107461
## [13611] 107462 107463 107464 107465 107466 107468 107494 107521 107560 107561
## [13621] 107574 107575 107576 107577 107578 107579 107593 107594 107595 107613
## [13631] 107614 107615 107616 107619 107625 107626 107627 107628 107629 107630
## [13641] 107632 107633 107634 107635 107636 107637 107638 107639 107664 107665
## [13651] 107684 107685 107686 107711 107712 107725 107729 107731 107732 107752
## [13661] 107753 107754 107755 107756 107763 107770 107772 107773 107846 107851
## [13671] 107852 107853 107855 107871 107877 107878 107879 107887 107916 107917
## [13681] 107918 107919 107920 107921 107922 107923 107924 107925 107926 107927
## [13691] 107944 107985 107989 107990 107991 107992 107998 108001 108389 108513
## [13701] 108756 108768 108978 108979 108980 108981 108982 108983 108984 108985
## [13711] 109007 109008 109009 109010 109011 109012 109013 109014 109184 109332
## [13721] 109333 109450 109507 109508 109554 109555 109556 109557 109558 109561
## [13731] 109562 109563 109564 109565 109566 109567 109568 109733 109873 109912
## [13741] 109913 110020 110034 110072 110073 110074 110075 110164 110165 110166
## [13751] 110179 110185 110206 110207 110219 110220 110259 110307 110308 110319
## [13761] 110320 110422 110423 110445 110479 110480 110491 110498 110499 110578
## [13771] 110586 110678 110679 110680 110711 110712 110752 110753 110779 110780
## [13781] 110811 110812 110818 110907 110908 110909 110910 110911 110912 110913
## [13791] 110914 110936 110937 110938 110939 110940 110941 110942 110943 110960
## [13801] 110961 110962 110963 110964 110965 110966 110973 110974 110975 110976
## [13811] 110977 110978 110979 110980 111022 111023 111024 111025 111026 111027
## [13821] 111028 111029 111030 111066 111067 111135 111136 111137 111164 111246
## [13831] 111280 111322 111323 111324 111490 111491 111492 111493 111494 111495
## [13841] 111496 111497 111524 111556 111557 111578 111587 111818 111820 111821
## [13851] 111822 111898 111940 111957 111958 111963 111973 112001 112002 112003
## [13861] 112004 112025 112049 112050 112051 112148 112149 112205 112236 112237
## [13871] 112261 112276 112296 112330 112331 112332 112344 112345 112346 112365
## [13881] 112367 112368 112374 112427 112428 112479 112480 112481 112522 112532
## [13891] 112544 112574 112607 112608 112609 112672 112673 112681 112682 112708
## [13901] 112709 112719 112740 112741 112836 112837 112838 112839 112840 112841
## [13911] 112842 112843 112851 112865 112866 112867 112868 112869 112870 112871
## [13921] 112872 112877 112906 112934 112935 112936 112937 112938 112939 112940
## [13931] 112941 112942 112943 112944 112945 112946 112947 112948 112971 112973
## [13941] 112995 112996 113037 113038 113039 113042 113133 113134 113135 113193
## [13951] 113195 113209 113221 113251 113252 113253 113285 113308 113365 113366
## [13961] 113375 113376 113419 113420 113421 113422 113423 113424 113425 113426
## [13971] 113435 113451 113452 113516 113590 113629 113630 113701 113702 113770
## [13981] 113771 113869 113888 113968 113969 113970 113971 113979 114047 114048
## [13991] 114049 114073 114200 114225 114294 114504 114505 114506 114542 114543
## [14001] 114557 114558 114610 114611 114794 114795 114796 114797 114798 114799
## [14011] 114800 114801 114863 114864 114865 114866 114867 114868 114869 114870
## [14021] 114871 114872 114873 114874 114875 114876 114877 114901 114942 114956
## [14031] 115091 115092 115093 115094 115095 115096 115097 115098 115099 115150
## [14041] 115214 115237 115276 115277 115278 115304 115305 115329 115330 115331
## [14051] 115332 115341 115342 115343 115344 115345 115380 115381 115436 115449
## [14061] 115519 115666 115676 115678 115733 115734 115736 115737 115738 115739
## [14071] 115740 115756 115779 115793 115795 115796 115803 115807 115808 115817
## [14081] 115821 115831 115847 115859 115860 115861 115862 115863 115871 115902
## [14091] 115903 115905 115906 115923 115924 115925 115926 115927 115929 115930
## [14101] 115966 115972 116002 116006 116007 116029 116046 116065 116066 116074
## [14111] 116075 116076 116094 116095 116106 116107 116115 116119 116121 116122
## [14121] 116129 116130 116134 116154 116160 116161 116162 116188 116189 116190
## [14131] 116202 116203 116204 116223 116225 116226 116229 116232 116241 116261
## [14141] 116266 116267 116268 116269 116278 116280 116283 116285 116286 116295
## [14151] 116296 116297 116307 116308 116309 116342 116363 116364 116365 116373
## [14161] 116382 116383 116388 116389 116390 116402 116404 116405 116406 116407
## [14171] 116408 116409 116411 116412 116413 116414 116415 116416 116424 116425
## [14181] 116465 116466 116467 116471 116486 116487 116488 116498 116499 116513
## [14191] 116514 116522 116553 116566 116567 116571 116572 116598 116599 116612
## [14201] 116613 116614 116615 116647 116671 116672 116673 116686 116687 116688
## [14211] 116689 116690 116691 116692 116704 116705 116709 116735 116743 116744
## [14221] 116745 116746 116747 116748 116749 116750 116751 116752 116753 116760
## [14231] 116761 116762 116763 116764 116765 116766 116767 116769 116770 116771
## [14241] 116772 116779 116780 116826 116827 116828 116853 116854 116858 116859
## [14251] 116860 116861 116862 116863 116864 116885 116900 116905 116913 116914
## [14261] 116915 116922 116923 116924 116933 117045 117067 117074 117075 117076
## [14271] 117077 117079 117109 117110 117111 117121 117122 117123 117124 117166
## [14281] 117167 117185 117197 117198 117219 117233 117234 117264 117275 117277
## [14291] 117278 117279 117280 117281 117282 117283 117284 117285 117286 117309
## [14301] 117310 117311 117328 117329 117330 117331 117343 117344 117345 117365
## [14311] 117374 117376 117377 117390 117392 117393 117433 117434 117449 117500
## [14321] 117516 117542 117543 117544 117545 117595 117607 117608 117609 117610
## [14331] 117611 117612 117613 117617 117625 117626 117627 117628 117629 117637
## [14341] 117643 117646 117760 117836 117837 117838 117843 118023 118024 118234
## [14351] 118236 118237 118238 118271 118311 118312 118413 118558 118559 118560
## [14361] 118561 118562 118563 118564 118623 118624 118625 118626 118627 118628
## [14371] 118629 118630 118676 118677 118678 118679 118680 118681 118682 118683
## [14381] 118684 118721 118722 118723 118724 118725 118726 118727 118728 118729
## [14391] 118730 118731 118732 118733 118734 118735 118737 118781 118851 118852
## [14401] 118853 118863 118864 118943 118944 118945 118946 118947 118949 118950
## [14411] 118951 118952 118953 118954 118955 118956 118957 119008 119142 119152
## [14421] 119153 119199 119200 119201 119202 119203 119285 119286 119387 119388
## [14431] 119572 119588 119589 119590 119609 119610 119611 119637 119673 119674
## [14441] 119743 119760 119761 119763 119764 119765 119766 119767 119781 119782
## [14451] 119783 119784 119785 119791 119796 119891 119892 119903 119964 119965
## [14461] 120117 120136 120238 120252 120253 120262 120263 120264 120265 120266
## [14471] 120267 120291 120292 120293 120329 120342 120431 120456 120457 120494
## [14481] 120495 120496 120544 120545 120546 120547 120548 120549 120550 120577
## [14491] 120581 120582 120583 120584 120585 120586 120587 120588 120601 120602
## [14501] 120603 120604 120758 120809 120832 120833 120834 120835 120836 120837
## [14511] 120838 120839 120840 120891 120953 120954 120955 120956 121001 121024
## [14521] 121025 121065 121081 121082 121186 121194 121203 121316 121317 121488
## [14531] 121520 121521 121523 121524 121525 121526 121527 121546 121566 121594
## [14541] 121634 121672 121680 121681 121689 121690 121694 121695 121696 121701
## [14551] 121710 121711 121712 121713 121714 121738 121739 121740 121789 121816
## [14561] 121833 121856 121857 121858 121861 121862 121863 121930 121931 121964
## [14571] 121965 121979 121980 121981 121982 121983 121984 121985 121986 122019
## [14581] 122046 122067 122077 122078 122079 122080 122081 122082 122083 122084
## [14591] 122152 122169 122170 122181 122182 122183 122219 122220 122258 122300
## [14601] 122301 122308 122312 122326 122327 122471 122481 122482 122483 122484
## [14611] 122485 122486 122487 122488 122530 122531 122532 122533 122541 122542
## [14621] 122596 122597 122598 122599 122600 122601 122602 122603 122604 122613
## [14631] 122614 122615 122640 122641 122667 122668 122677 122678 122709 122710
## [14641] 122711 122738 122761 122762 122763 122764 122765 122766 122767 122768
## [14651] 122769 122784 122785 122792 122820 122825 122826 122827 122854 122872
## [14661] 122873 122874 122879 122882 122883 122884 122885 122908 122909 122910
## [14671] 122911 122954 122994 123045 123046 123047 123048 123064 123065 123066
## [14681] 123067 123068 123069 123070 123071 123080 123092 123096 123097 123115
## [14691] 123132 123212 123213 123235 123236 123281 123282 123346 123347 123385
## [14701] 123386 123387 123388 123389 123390 123391 123417 123452 123453 123454
## [14711] 123455 123456 123575 123576 123577 123578 123682 123761 124011 124012
## [14721] 124013 124098 124099 124121 124150 124151 124667 124790 124791 124792
## [14731] 124793 124993 124994 124995 124996 124997 124998 124999 125000 125366
## [14741] 125367 125368 125369 125441 125493 125538 125539 125542 125543 125544
## [14751] 125545 125552 125553 125554 125690 125720 125764 125779 126079 126080
## [14761] 126088 126106 126107 126166 126211 126212 126318 126364 126392 126393
## [14771] 126394 126395 126396 126397 126398 126471 126472 126473 126495 126498
## [14781] 126499 126545 126596 126642 126740 126741 126742 126743 126811 126852
## [14791] 126915 126916 126917 126918 126919 126973 126990 127093 127270 127271
## [14801] 127272 127275 127307 127308 127310 127311 127312 127313 127314 127467
## [14811] 127468 127488 127852 127985 127986 127987 127988 127989 127990 128006
## [14821] 128039 128040 128041 128058 128113 128114 128203 128204 128205 128206
## [14831] 128207 128208 128209 128268 128269 128270 128271 128272 128273 128274
## [14841] 128275 128403 128404 128405 128406 128429 128594 128595 128596 128597
## [14851] 128598 128599 128600 128601 128602 128653 129032 129033 129135 129136
## [14861] 129137 129138 129139 129140 129141 129142 129143 129144 129145 129146
## [14871] 129169 129236 129237 129266 129267 129268 129269 129270 129282 129301
## [14881] 129306 129317 129318 129319 129320 129324 129335 129344 129348 129349
## [14891] 129362 129363 129364 129365 129380 129396 129397 129405 129406 129408
## [14901] 129409 129410 129411 129412 129414 129417 129422 129423 129425 129426
## [14911] 129427 129428 129429 129430 129439 129449 129494 129495 129496 129497
## [14921] 129505 129509 129510 129513 129514 129527 129528 129529 129532 129533
## [14931] 129536 129537 129538 129539 129540 129548 129549 129568 129569 129577
## [14941] 129578 129579 129582 129583 129584 129597 129598 129609 129610 129622
## [14951] 129630 129632 129633 129636 129643 129644 129645 129657 129663 129664
## [14961] 129665 129680 129681 129691 129692 129693 129695 129696 129697 129698
## [14971] 129699 129700 129701 129702 129711 129712 129713 129726 129732 129735
## [14981] 129739 129749 129762 129764 129771 129772 129781 129783 129786 129788
## [14991] 129789 129798 129799 129800 129810 129811 129812 129827 129840 129841
## [15001] 129842 129860 129863 129864 129868 129876 129885 129886 129891 129892
## [15011] 129893 129895 129905 129914 129915 129916 129917 129918 129919 129929
## [15021] 129930 129931 129935 129936 129937 129938 129950 129951 129952 129953
## [15031] 129954 129955 129956 129961 129974 129989 129990 130016 130017 130019
## [15041] 130020 130021 130025 130028 130040 130041 130042 130043 130071 130072
## [15051] 130074 130075 130098 130099 130101 130102 130104 130105 130108 130114
## [15061] 130115 130116 130117 130118 130130 130139 130140 130141 130168 130172
## [15071] 130173 130174 130175 130176 130188 130205 130206 130209 130212 130214
## [15081] 130222 130226 130227 130228 130229 130230 130231 130232 130233 130238
## [15091] 130246 130247 130248 130249 130263 130264 130265 130266 130267 130268
## [15101] 130269 130270 130284 130290 130295 130296 130297 130298 130299 130300
## [15111] 130301 130302 130303 130304 130305 130306 130307 130308 130309 130312
## [15121] 130313 130314 130315 130316 130317 130318 130319 130320 130336 130356
## [15131] 130357 130373 130374 130391 130392 130398 130399 130400 130403 130416
## [15141] 130424 130436 130454 130508 130517 130518 130519 130520 130521 130536
## [15151] 130548 130556 130557 130565 130566 130567 130570 130571 130572 130588
## [15161] 130589 130590 130591 130595 130612 130613 130614 130624 130625 130626
## [15171] 130627 130646 130659 130667 130682 130726 130727 130728 130767 130778
## [15181] 130780 130781 130782 130783 130784 130785 130786 130787 130796 130812
## [15191] 130813 130814 130826 130827 130831 130843 130844 130845 130846 130847
## [15201] 130848 130868 130871 130877 130893 130928 130929 130931 130932 130933
## [15211] 130936 130937 130938 130951 130952 130959 130960 130982 130983 130987
## [15221] 130990 130991 130997 130998 131003 131012 131013 131016 131017 131018
## [15231] 131033 131034 131035 131043 131044 131045 131046 131047 131048 131062
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## [15251] 131073 131074 131075 131083 131084 131086 131087 131110 131111 131112
## [15261] 131128 131129 131130 131131 131132 131133 131146 131149 131168 131169
## [15271] 131170 131171 131172 131188 131195 131196 131197 131198 131199 131225
## [15281] 131239 131240 131246 131249 131253 131263 131273 131291 131292 131293
## [15291] 131294 131370 131398 131404 131425 131426 131437 131438 131439 131461
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## [15311] 131610 131641 131642 131657 131658 131664 131684 131685 131686 131700
## [15321] 131701 131712 131715 131717 131718 131769 131770 131771 131797 131820
## [15331] 131821 131822 131837 131843 131844 131845 131846 131847 131848 131865
## [15341] 131897 131898 131899 131903 131945 131946 131959 131998 131999 132027
## [15351] 132028 132038 132044 132045 132046 132047 132059 132126 132127 132128
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## [15381] 132199 132214 132215 132241 132242 132243 132244 132245 132246 132247
## [15391] 132248 132249 132267 132268 132285 132286 132290 132291 132292 132293
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## [15431] 132509 132534 132575 132629 132630 132651 132665 132666 132709 132710
## [15441] 132711 132712 132713 132714 132715 132716 132743 132755 132756 132777
## [15451] 132797 132800 132802 132806 132817 132863 132881 132921 132932 132945
## [15461] 132962 133060 133061 133094 133095 133120 133140 133156 133159 133169
## [15471] 133176 133177 133178 133182 133202 133203 133220 133221 133222 133223
## [15481] 133224 133232 133249 133250 133251 133252 133254 133255 133258 133259
## [15491] 133260 133261 133266 133267 133268 133269 133270 133272 133284 133285
## [15501] 133286 133287 133288 133299 133311 133312 133313 133314 133327 133335
## [15511] 133363 133367 133368 133390 133407 133428 133429 133430 133431 133432
## [15521] 133433 133435 133436 133437 133454 133467 133468 133480 133509 133521
## [15531] 133522 133523 133538 133539 133563 133564 133565 133569 133584 133586
## [15541] 133587 133593 133620 133629 133630 133639 133641 133644 133646 133647
## [15551] 133651 133652 133653 133654 133655 133656 133657 133658 133671 133672
## [15561] 133673 133674 133675 133718 133726 133741 133751 133760 133765 133766
## [15571] 133767 133768 133769 133770 133793 133801 133807 133826 133827 133828
## [15581] 133847 133848 133850 133874 133875 133886 133900 133901 133908 133927
## [15591] 133928 133956 133957 134030 134031 134063 134064 134072 134121 134122
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## [15621] 134167 134170 134171 134172 134173 134174 134175 134176 134177 134178
## [15631] 134187 134188 134189 134216 134231 134246 134256 134257 134258 134265
## [15641] 134274 134282 134295 134296 134312 134358 134359 134394 134399 134400
## [15651] 134401 134411 134412 134414 134428 134435 134436 134437 134438 134452
## [15661] 134466 134482 134483 134484 134485 134489 134490 134491 134504 134517
## [15671] 134527 134549 134550 134558 134559 134566 134567 134568 134584 134585
## [15681] 134649 134650 134672 134689 134694 134695 134706 134726 134729 134735
## [15691] 134739 134788 134789 134809 134810 134814 134815 134824 134830 134855
## [15701] 134856 134861 134862 134874 134920 134921 134941 134942 134950 134956
## [15711] 134966 135026 135027 135028 135029 135030 135088 135125 135292 135384
## [15721] 135385 135477 135513 135519 135568 135663 135918 136000 136013 136014
## [15731] 136015 136016 136017 136018 136019 136020 136082 136083 136084 136085
## [15741] 136086 136087 136088 136089 136090 136091 136092 136093 136094 136095
## [15751] 136096 136106 136118 136119 136120 136121 136122 136145 136175 136190
## [15761] 136281 136282 136283 136310 136311 136312 136313 136314 136315 136316
## [15771] 136317 136318 136364 136365 136366 136367 136369 136395 136433 136513
## [15781] 136514 136655 136693 136885 136927 137179 137653 137654 137785 137786
## [15791] 137942 137943 137944 137945 137946 137947 137948 137949 138011 138012
## [15801] 138013 138014 138015 138016 138017 138018 138019 138020 138021 138022
## [15811] 138023 138024 138025 138239 138240 138241 138242 138243 138244 138245
## [15821] 138246 138247 138385 138426 138442 138443 138477 138478 138479 138480
## [15831] 138489 138490 138491 138492 138493 138535 138536 138537 138538 138539
## [15841] 138540 138881 138882

Remove individuals with >50% NAs

For our workflow, we’re going to want to find the NAs in each row of data, count them up, and if >50% of the SNPs are NA, then remove the entire row.

We could find the NAs in each row like this. First, find the NAs in row 1 and save it to a vector:

i_NAs01 <- find_NAs(bird_snps_num_t[1,])
## Results: 10 NAs present
## .

And figure how how many NAs there are with length()

length(i_NAs01)
## [1] 10

Then continue this many times:

i_NAs02 <- find_NAs(bird_snps_num_t[2,])
## Results: 10 NAs present
## .
i_NAs03 <- find_NAs(bird_snps_num_t[3,])
## Results: 4 NAs present
## .
i_NAs04 <- find_NAs(bird_snps_num_t[4,])
## Results: 5 NAs present
## .

by making a new vector for each row and updating the row number in the brackets. This would take a lot of time and be very prone to errors.

for() loops

This process of working on many rows is most easily done with a common programming approach called a for loop. The name at first doesn’t make sense; what it should be called is a “do something a bunch of times” loop.

It is called a “for” loop because you tell it something along the lines of: “FOR every row in this dataframe frame, do this …” In our case we’ll work on rows, but it can also work on columns, or anything else that can exist in R.

I’ll write a for() loop that will go through each row of our SNP data and determine if >50% of the values are NA. I’ll use our find_NA() function we just made.

To do this I’m going to want to have a few things:

  1. N_rows: The total number of rows of data in our dataframe
  2. N_NA: A vector to hold how many NAs are in each row
  3. N_SNPs: The total number of columns, so we can determine if >50% of the columns (SNPs) are NAs.

We can get the number of rows with nrow():

# call nrow() on bird_snps_num_t
N_rows <- nrow(bird_snps_num_t) # TODO

We can make a vector to store how many NAs are in each row like this, where rep() repeats 0 for us as many times as we want.

N_NA <- rep(x = 0, times = N_rows)

I can get the number of SNPs withncol()

# call ncol() on bird_snps_num_t
N_SNPs <- ncol(bird_snps_num_t) # TODO

The percentage of SNPs that are NA can be found as

length(i_NAs01)/N_SNPs*100
## [1] 13.88889

If we were doing this by hand we’d have to fill in the vector of the number of NAs (N_NA) like this:

# Number of NAs in row 1
i_NAs01 <- find_NAs(bird_snps_num_t[1,])
## Results: 10 NAs present
## .
N_NA[1] <- length(i_NAs01)

# Number of NAs in row 2:
i_NAs02 <- find_NAs(bird_snps_num_t[2,])
## Results: 10 NAs present
## .
N_NA[2] <- length(i_NAs02)

# Number of NAs in row 3:.
# ... etc

That would not be fun. So we automate the process with a for() loop. I won’t explain right now how whole thing work, but take a look to get the general sense of what it is.

I’ll repeat the previous preparation code so its all in one place.

# N_rows
# number of rows (individuals)
N_rows <- nrow(bird_snps_num_t)

# N_NA
# vector to hold output (number of NAs)
N_NA   <- rep(x = 0, times = N_rows)

# N_SNPs
# total number of columns (SNPs)
N_SNPs <- ncol(bird_snps_num_t)

# the for() loop
for(i in 1:N_rows){
  
  # for each row, find the location of
  ## NAs with bird_snps_num_t()
  i_NA <- find_NAs(bird_snps_num_t[i,]) 
  
  # then determine how many NAs
  ## with length()
  N_NA_i <- length(i_NA)
  
  # then save the output to 
  ## our storage vector
  N_NA[i] <- N_NA_i
}
## Results: 10 NAs present
## .Results: 10 NAs present
## .Results: 4 NAs present
## .Results: 5 NAs present
## .Results: 5 NAs present
## .Results: 2 NAs present
## .Results: 2 NAs present
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## .Results: 3 NAs present
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## .

My vector N_SNPs now how the number of NAs in each row of the dataframe.

head(N_NA)
## [1] 10 10  4  5  5  2

We can get a sense of the how many NAs there are in the rows of the dataset by making a histogram. Most rows have very few, and a few have a lot:

# Call hist() on N_NA
hist(N_NA) # TODO

The authors of the bird speciation paper decided to remove any row that was >50% NAs. There are 1929 SNPs, so 50% is about 964 SNPs.

# total number of columns
N_SNPs
## [1] 72
# 50% of N_SNPs
cutoff50 <- N_SNPs*0.5

I can add a line for the cutoff to the plot with abline()

# Call hist() on N_NA
## add a vertical  line at the cutoff value
## using abline()
hist(N_NA)            # TODO
abline(v = cutoff50,
       col = 2, 
       lwd = 2, 
       lty = 2)

After figuring out how many NAs there in each row, I can convert this to a percent.

percent_NA <- N_NA/N_SNPs*100

I can plot these percentages and set the cutoff at 50 for 50%

# Call hist() on N_NA
## add a vertical  line at 50%
## using abline()
hist(percent_NA)  # TODO
abline(v = cutoff50 ,        # TODO
       col = 2, 
       lwd = 2, 
       lty = 2)

I can determine the index value of each row with >50% NAs using which()

# Call which() on percent_NA
i_NA_50percent <- which(percent_NA > 50) # TODO

I use length() to see how many there are

# call length() on i_NA_50percent
length(i_NA_50percent)     # TODO
## [1] 0

The index values happen to be:

i_NA_50percent
## integer(0)

There are 4 rows where 50% or more of the columns contain an NA

In the paper they say they removed 6, and I’m not sure where the discrepancy comes from. In order get up to 6 birds, I need to decrease the threshold to 38% missing.

which(percent_NA > 38)
##  [1] 1052 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066
## [16] 1537 1538 1539 1540 1541 1542 1543 1544 1923 1925 1926 1927 1928 1929
length(which(percent_NA > 38))
## [1] 29

Remove rows with >50% missing

I can remove the rows of data with >50% missing using negative indexing.

bird_snps_num_t02 <- bird_snps_num_t[-i_NA_50percent, ]

I always need to check to make sure the previous and current data make sense.

dim(bird_snps_num_t)
## [1] 1929   72
dim(bird_snps_num_t02)
## [1]  0 72

Determine sampling locations

In our workflow information about the samples like their population of origin is getting embedded in the row names of the dataframe. (In contrast to this, VCF files from the 1000 Genomes Project have a separate file with all the information).

Its going to become necessary in subsequent assignments to access this information, for example to color-code plots. It takes a little bit of code to get the information from these row names, so I’m not going to dig into it here except to say I’m using functions known as regular expressions to be able to edit the text in the row names.

First, let’s look at the row names.

# call row.names() on  bird_snps_num_t
row_names <- row.names(bird_snps_num_t) # TODO

# call head() on row_names
head(row_names)  # TODO
## NULL

The individual samples are called things like “Nel3” and “Cau10”. The numbers are ID numbers of individuals birds that DNA was collected from, and the letters are the populations.

I can use regular expressions (in this case a function called gsub()) to remove the stuff like “sample_ACAAA_” before the things I want. First I’ll remove the “sample_” (don’t worry about the exact details of how the function works).

# add gsub() to before ("sample_","",row_names)
row_names02 <- gsub("sample_","",row_names)

# look at the output using head()
head(row_names02)
## character(0)

Now I’ll get rid of the As, Cs, Ts and Gs (not yet sure what those are actually…). This gives me a unique combination of a population code and number for each sample. (Again, we won’t worry about the code withing gsub()).

# clean up the character data
sample_id <- gsub("^([ATCG]*)(_)(.*)",
                  "\\3",
                  row_names02)

# look at thee output
head(sample_id)
## character(0)

Now I want a vector just with the population code, so I’ll use gsub() to get rid of the numbers. (Again, don’t worry about the details of what’s in gsub().)

# add gsub() before the stuff in the parentheses
pop_id <- gsub("[01-9]*",    # TODO
               "",
               sample_id)

The function table() summarizes the output for me

# call table() on  pop_id
table(pop_id)  # TODO
## < table of extent 0 >

Back to the issue of the number of rows with >50% NAs

As noted above, the authors say they removed 6 rows because of NAs, but I only got 4. Its actually pretty common for things reported in a paper to diverge from what you’re able to replicate from the data - somewhere, something minor got misreported or left off of a file. But I do always like to try to figure out what’s going on.

The author’s state:

“We obtained blood samples from 75 Ammodramus sparrows … 15 from each of five putative subspecies. … Due to missing data, we removed six individuals (four of which were from [the subspecies] subvirgatus ), resulting in the analysis of 69 individuals (11–15 individuals per population).

Now that I’ve extracted the information on the samples I can see what samples they provided in their data.

Again, I can summarize the vector of population names with table().

length(pop_id)
## [1] 0
table(pop_id)
## < table of extent 0 >

Right away I can see I have only 72 samples versus their 75, so 3 are missing. There’s also only 13 in the “Cau” category and 1 in “Sub”. So the .vcf file they provided is either missing a few birds, or something is happening when vcfR loads to kick out some rows, perhaps due to data quality. I could open up the vcfR file in a text editor to check this out if I wanted.

When locating rows with NAs I created a vector where there were >50% NAs:

i_NA_50percent
## integer(0)

I can compare this to my vector of population IDs using brackets:

sample_id[i_NA_50percent]
## character(0)

In the paper they say of the six samples they removed, “four of which were from [the subspecies] subvirgatus”. I have 3 samples called “Sub”, which are probably 3 of those 4 samples, and one “Cau.”

In total, I’m missing 1 Sub with >50% missing data, 1 Cau with >50% missing data, and 1 Cau with <50% missing data. I’m not sure what’s going on, but I doubt this will impact the analysis.