#Tuần 2

##Đặt tên cho các biến

#Tương tự tuần 1 thì tuần 2 cũng sử dụng MathAchieve từ package nlme #Sau đó sẽ gán dataset MathAchieve vào biến d và sử dụng lệnh a.omit để loại bỏ các dữ liệu na.

Sử dụng lệnh names để đặt tên cho các 6 biến trong bộ dữ liệu MathAchieve

library(nlme)
## Warning: package 'nlme' was built under R version 4.2.3
data() #gọi dataset để tìm bộ dữ liệu MathAchieve
data(MathAchieve)
d <- MathAchieve #Sau đó gán MathAchieve cho d để có thể dễ dàng thực hiện hơn
d <- na.omit(d) #loại bỏ dữ liệu NA trong data này
str(d) #cấu trức của dataset MathAchieve 
## Classes 'nfnGroupedData', 'nfGroupedData', 'groupedData' and 'data.frame':   7185 obs. of  6 variables:
##  $ School  : Ord.factor w/ 160 levels "8367"<"8854"<..: 59 59 59 59 59 59 59 59 59 59 ...
##  $ Minority: Factor w/ 2 levels "No","Yes": 1 1 1 1 1 1 1 1 1 1 ...
##  $ Sex     : Factor w/ 2 levels "Male","Female": 2 2 1 1 1 1 2 1 2 1 ...
##  $ SES     : num  -1.528 -0.588 -0.528 -0.668 -0.158 ...
##  $ MathAch : num  5.88 19.71 20.35 8.78 17.9 ...
##  $ MEANSES : num  -0.428 -0.428 -0.428 -0.428 -0.428 -0.428 -0.428 -0.428 -0.428 -0.428 ...
##  - attr(*, "formula")=Class 'formula'  language MathAch ~ SES | School
##   .. ..- attr(*, ".Environment")=<environment: R_GlobalEnv> 
##  - attr(*, "labels")=List of 2
##   ..$ y: chr "Mathematics Achievement score"
##   ..$ x: chr "Socio-economic score"
##  - attr(*, "FUN")=function (x)  
##   ..- attr(*, "source")= chr "function (x) max(x, na.rm = TRUE)"
##  - attr(*, "order.groups")= logi TRUE
names(d) <- c('Sc','Mi','Se','SE','Ma','ME') #đặt tên các biến cho dữ liệu

#Lập bảng 

ttt<-cut(d$Ma, breaks=c(0,15,20,25), labels=c('thấp', 'trung bình', 'cao'))
table(ttt)
## ttt
##       thấp trung bình        cao 
##       4026       1662       1285
#Thành tích toán trong khoảng từ (0-15] chiếm 57,74%, trong khoảng từ (15-20] chiếm 23,83%, trong khoảng (20-25] chiếm 18.8%

#Tính các dữ liệu theo các tiêu chí trong thống kê:


#tính thành tích toán trung bình
mean(d$Ma)
## [1] 12.74785
#Phương sai
var(d$Ma)
## [1] 47.31026

Nhận xét: Thành tích toán trung bình của 5031 người là 12.74785 điểm

#Tứ phân vị

Q1 <- quantile(d\(Ma, probs = 0.25) trung_vị <- quantile(d\)Ma, probs = 0.5) Q3 <- quantile(d$Ma, probs = 0.75) print(Q1) 25% 7.275 print(trung_vị) 50% 13.131 print(Q3) 75% 18.317

#Thống kê biến:

##Để nhìn tổng quan data frame chúng ta có thể sử dụng lệnh summary để biết các thông tin về trung bình, min, max, trung vị, các tứ phân vị của các biến summary(d)

#Tuần1

Giải thích dữ liệu:

Dữ liệu MathAchieve nằm trong package nlme. MathAchieve cho mọi người biết về điểm thành tích toán học bao gồm 7185 hàng và 6 cột.

Trong đó dữ liệu MathAchieve bao gồm các cột:

  • School(trường học): yếu tố được sắp xếp xác định trường mà học sinh theo học

  • Minority(dân tộc thiểu số): một yếu tố với các mức độ Không, Có cho biết học sinh có phải là thành viên của một nhóm chủng tộc thiểu số hay không.

  • Sex(giới tính): một yếu tố với mức độ nam nữ.

  • SES: một vectơ số của tình trạng kinh tế xã hội.

  • MathAch: một vectơ số của điểm thành tích toán học.

  • MEANSES(phương tiện): một vectơ số của SES trung bình cho trường học.

Thao tác dữ liệu

Bước đầu tiên là tôi gọi package nlme xuất hiện bằng hàm library () và chọn bộ dữ liệu “MathAchieve” trong package này.

library(nlme) #gọi package 'nlme' xuất hiện
data() #gọi dataset để tìm bộ dữ liệu MathAchieve
data(MathAchieve)
d <- MathAchieve #Sau đó gán MathAchieve cho d để có thể dễ dàng thực hiện hơn
d <- na.omit(d) #loại bỏ dữ liệu NA trong data này
str(d) #cấu trức của dataset MathAchieve 
## Classes 'nfnGroupedData', 'nfGroupedData', 'groupedData' and 'data.frame':   7185 obs. of  6 variables:
##  $ School  : Ord.factor w/ 160 levels "8367"<"8854"<..: 59 59 59 59 59 59 59 59 59 59 ...
##  $ Minority: Factor w/ 2 levels "No","Yes": 1 1 1 1 1 1 1 1 1 1 ...
##  $ Sex     : Factor w/ 2 levels "Male","Female": 2 2 1 1 1 1 2 1 2 1 ...
##  $ SES     : num  -1.528 -0.588 -0.528 -0.668 -0.158 ...
##  $ MathAch : num  5.88 19.71 20.35 8.78 17.9 ...
##  $ MEANSES : num  -0.428 -0.428 -0.428 -0.428 -0.428 -0.428 -0.428 -0.428 -0.428 -0.428 ...
##  - attr(*, "formula")=Class 'formula'  language MathAch ~ SES | School
##   .. ..- attr(*, ".Environment")=<environment: R_GlobalEnv> 
##  - attr(*, "labels")=List of 2
##   ..$ y: chr "Mathematics Achievement score"
##   ..$ x: chr "Socio-economic score"
##  - attr(*, "FUN")=function (x)  
##   ..- attr(*, "source")= chr "function (x) max(x, na.rm = TRUE)"
##  - attr(*, "order.groups")= logi TRUE
names(d) <- c('Sc','Mi','Se','SE','Ma','ME') #đặt tên các biến cho dữ liệu
head(d) #đọc dữ liệu 6 dòng đầu tiên
##     Sc Mi     Se     SE     Ma     ME
## 1 1224 No Female -1.528  5.876 -0.428
## 2 1224 No Female -0.588 19.708 -0.428
## 3 1224 No   Male -0.528 20.349 -0.428
## 4 1224 No   Male -0.668  8.781 -0.428
## 5 1224 No   Male -0.158 17.898 -0.428
## 6 1224 No   Male  0.022  4.583 -0.428
tail(d) #đọc dữ liệu 6 dòng cuối cùng
##        Sc  Mi     Se     SE     Ma    ME
## 7180 9586 Yes Female  1.612 20.967 0.627
## 7181 9586  No Female  1.512 20.402 0.627
## 7182 9586  No Female -0.038 14.794 0.627
## 7183 9586  No Female  1.332 19.641 0.627
## 7184 9586  No Female -0.008 16.241 0.627
## 7185 9586  No Female  0.792 22.733 0.627
# Các thao tác xử lí và phân tổ dữ liệu 
 
SES <- d$SE #gán SE vào biến SES
SES
##    [1] -1.528 -0.588 -0.528 -0.668 -0.158  0.022 -0.618 -0.998 -0.888 -0.458
##   [11] -1.448 -0.658 -0.468 -0.988  0.332 -0.678 -0.298 -1.528  0.042 -0.078
##   [21]  0.062 -0.128  0.472 -0.468 -1.248 -0.628  0.832 -0.568 -0.258 -0.138
##   [31] -0.478 -0.948  0.282 -0.118 -0.878 -0.938 -0.548  0.142  0.972  0.372
##   [41] -1.658 -1.068 -0.248 -1.398  0.752  0.012 -0.418 -0.788 -0.328  0.472
##   [51]  0.352 -1.468  0.202 -0.518 -0.158  0.042  0.682  1.262  0.152 -0.678
##   [61]  0.332 -0.728  1.262  0.612  0.692  1.082  0.222  0.032 -0.118 -0.488
##   [71]  0.322  0.592 -0.148 -0.858 -1.568 -0.898 -0.288 -1.088 -1.388 -1.148
##   [81] -0.558 -0.698  0.142  0.522  0.732 -0.248  0.322  0.052 -0.028 -0.898
##   [91] -0.818 -1.408 -1.258 -0.608  1.242 -0.688 -0.828 -0.698 -0.498 -0.658
##  [101] -0.778 -0.098 -1.028 -0.418 -0.408  0.352 -1.628 -0.698 -0.168 -0.718
##  [111] -1.008 -0.178  0.392 -0.358 -0.628 -0.038  0.972  0.252  0.332 -0.308
##  [121]  0.422  0.562 -0.058  0.952  0.622  0.832  1.512  0.622  0.332  0.442
##  [131]  0.582  1.102  0.892  0.802 -0.568  0.522  0.102 -0.348  0.552  0.682
##  [141]  0.882  0.932 -0.158  0.362  1.372  0.132  0.132 -0.008 -0.108  0.612
##  [151]  0.482  0.502  0.482  0.472 -0.578  1.152 -0.288  0.942  0.722 -0.108
##  [161]  1.462 -0.028  0.702  0.082 -0.108  0.322  0.302 -0.098 -0.848 -1.248
##  [171]  0.122  0.272  0.582  0.642  0.952 -0.258  0.492  0.992  0.832 -0.068
##  [181] -0.088  0.972  0.542  0.132 -0.008  0.812  1.122  0.062  0.032 -1.088
##  [191]  0.372 -0.568 -0.328 -0.018 -1.208 -0.098  0.942 -1.408  0.122  0.362
##  [201] -0.708  0.252  0.312 -0.678 -0.148 -0.168  1.092  0.232  0.422  1.282
##  [211] -0.248  0.952 -0.038 -0.398  0.162  0.682 -0.668 -0.038  0.322  0.212
##  [221]  0.682 -0.148 -0.468  0.842  0.072  0.332 -0.858  0.902  1.242 -0.738
##  [231]  0.362  0.712  0.452 -0.598 -1.028 -0.338 -0.948  0.292 -1.218  0.492
##  [241]  1.152 -0.758 -0.298 -0.478  0.192 -0.738  0.812  1.332 -0.338  1.082
##  [251]  0.542  0.382  0.592  0.852 -0.368  1.022  0.712  0.272  1.182 -0.588
##  [261]  1.282  0.942  1.512  0.222  0.992  1.362  0.482  1.292  1.072  0.562
##  [271] -0.218  1.512  0.772  0.952  1.392  1.002  0.932 -0.458 -0.198  0.952
##  [281]  1.072  0.222 -0.078  1.512  0.212  0.792  1.342  0.242 -0.298 -1.038
##  [291]  0.682  0.802  0.952  1.002  1.142  0.482  1.512  0.242  1.222 -0.298
##  [301] -0.338  1.042  0.672  0.732  0.822  0.362 -0.318  0.682  0.712  0.542
##  [311]  0.252  0.482 -0.028  0.252  0.702  0.212  0.342  1.342  1.512  1.212
##  [321]  1.122  0.272  0.782 -0.018  0.772  0.042  1.282  1.122  1.172 -1.108
##  [331]  0.822  0.482  0.902  1.022  0.602  1.272  1.352  1.422 -0.108 -0.358
##  [341]  1.202 -0.778  1.102  1.012  1.262  1.392 -0.258  0.932  1.062  1.212
##  [351]  0.982  0.462  0.532  1.062  0.172  0.492 -0.668  1.262  0.162 -0.758
##  [361] -0.708 -0.818 -1.918 -0.948 -0.798 -1.458 -0.158 -0.378 -1.068 -0.808
##  [371] -1.648 -0.288 -0.328 -0.498 -0.158 -0.728 -0.948 -0.728 -1.508 -0.088
##  [381] -0.638 -0.358 -0.658 -0.958 -1.208 -0.378 -0.918  0.222  0.312 -0.488
##  [391]  0.302 -0.868 -0.708 -1.178 -0.498  0.032 -1.318 -1.948 -0.738 -0.558
##  [401] -0.518 -1.098 -0.778 -1.068 -0.388  0.222  0.112 -0.528 -0.398 -0.358
##  [411] -0.598 -1.708 -0.268 -2.058  0.402 -0.178 -0.108  0.262 -0.358  0.982
##  [421]  0.462 -0.208  0.812 -0.388  0.282  0.012  0.392 -1.068  0.662  0.002
##  [431] -0.388  1.222 -0.368 -0.588  0.642  0.892  1.152 -0.518  0.002  0.202
##  [441]  1.512 -0.238  0.022  0.562 -0.658  0.352  0.702 -0.588  0.152 -0.218
##  [451]  0.932  1.312  0.352 -0.748  0.652  0.652  0.042 -0.808  1.342  1.512
##  [461]  0.492  0.152 -0.818 -0.918  1.072  0.252 -0.548  0.072 -1.408  0.052
##  [471] -0.118  1.212 -0.268 -0.248  0.632 -0.158 -0.208 -0.678 -0.158 -0.468
##  [481] -0.148 -0.928 -0.218  0.662 -0.228 -0.368  0.342  0.692 -0.898 -0.578
##  [491] -1.178 -1.608 -1.048  0.382 -0.958  0.432 -1.808 -1.068 -0.008  0.222
##  [501] -0.498 -0.258 -1.788 -0.648 -0.178 -1.078 -0.398  0.832 -0.678 -0.348
##  [511]  0.192 -1.468  0.362 -0.328 -0.148 -0.938 -0.018  0.842 -1.598 -0.218
##  [521] -1.068 -0.628 -1.068 -1.118 -0.228  0.282 -1.818  0.542 -1.718  0.102
##  [531] -0.158 -0.658  0.622 -1.748  0.232 -0.368 -0.388 -1.238 -0.968 -0.498
##  [541] -0.028 -1.688 -0.648 -0.688 -1.408  0.742 -1.948 -0.688 -1.518 -0.758
##  [551] -1.278 -1.548 -0.708  0.242 -1.748  0.362 -0.568  0.132  0.382  1.082
##  [561] -0.538  0.992 -0.588  0.822  0.702  1.012  0.602 -0.298 -0.518  0.592
##  [571]  0.382  0.152 -0.088  0.202 -0.278 -0.508  1.512  1.122  1.512 -0.068
##  [581]  0.462  0.362  1.082  1.512  0.802  0.272  1.152  1.122 -0.138  0.292
##  [591]  0.272 -0.138  1.292  1.422  0.952  0.002  0.532  1.512  1.012 -0.378
##  [601]  0.632  0.892  1.292  0.282  0.102  1.012 -0.048  1.012  0.412 -0.188
##  [611]  0.482  0.272 -1.288  0.762  0.642  1.172  0.182  0.972 -0.028  1.022
##  [621]  0.892 -0.018 -0.478  1.512 -0.138 -0.718 -0.738 -0.148  0.892  0.532
##  [631] -0.178 -0.118  0.312 -0.258  0.682  0.332  1.362 -0.968  0.802  1.072
##  [641]  0.702  0.922  1.372  0.412  1.162 -0.568  1.282  0.052  0.552  1.052
##  [651]  1.192  0.312  1.152  0.212  0.902  1.032  0.002  0.132 -0.298  0.442
##  [661]  0.642  1.242  1.192  0.442  1.512  0.532  0.322  1.002 -0.308  1.312
##  [671]  0.882  0.012  1.382 -0.278  0.462  0.052 -1.068  0.762  0.462  0.102
##  [681]  0.172  0.062  0.492 -0.758  0.632 -1.058 -0.648 -0.118 -1.378  0.492
##  [691] -1.248  0.402  0.312 -0.588 -0.008  0.012 -0.458 -1.398 -0.128  0.792
##  [701] -0.248 -0.158 -0.138 -0.318  0.802 -0.138  0.382  0.862  0.072  0.782
##  [711]  1.512  1.022  1.182  1.202 -0.218  0.402 -0.458  0.552  0.932 -0.828
##  [721] -0.918 -0.118  0.972 -0.878  0.472  1.512 -0.188 -0.538 -0.538  0.712
##  [731]  0.172 -1.178  0.172  0.982  1.142  0.702  1.072  1.042  0.282 -0.648
##  [741] -0.178  0.212  0.932  0.502  0.272 -0.078  0.242  0.112 -0.118  1.302
##  [751]  0.212  0.352  0.042  0.702  0.002 -0.318  1.022 -0.268 -0.148  1.652
##  [761]  1.202  0.012 -0.478  1.392  1.122  0.842  1.152  0.202  0.662 -0.298
##  [771]  0.772  0.792  1.392  0.432 -0.108  0.982  0.852 -0.188 -0.598  0.562
##  [781]  0.182 -0.118  0.632 -0.438  0.202  1.002  0.572  0.182  0.482 -0.068
##  [791] -0.348 -0.908  0.772  0.702  0.932  0.932 -0.468 -0.118  0.792  0.202
##  [801]  0.212  0.142  0.112 -0.368  0.782  1.182  1.122  1.202  0.682  0.802
##  [811]  1.032  0.242 -0.218 -0.718  1.762 -1.258 -0.678 -0.708 -0.598 -1.148
##  [821] -0.798 -1.378 -0.398 -0.548 -0.948 -0.138 -1.198 -1.008 -0.858 -0.468
##  [831] -0.678 -0.188 -0.218  0.502 -0.208 -0.768 -0.988 -1.448 -1.718  0.052
##  [841] -0.178 -1.308 -1.648 -1.058 -1.158 -0.778  0.582 -0.428 -1.458 -1.178
##  [851] -1.498 -1.278 -0.398  0.562 -0.528 -1.438 -0.898  0.122 -1.208 -1.128
##  [861]  0.442 -1.058 -0.858 -1.078 -1.028 -1.328 -0.298 -1.008 -1.808 -1.448
##  [871] -0.118 -1.138 -1.388 -1.318 -0.738 -1.178 -0.308 -0.358 -1.518 -0.518
##  [881] -0.368 -0.228  0.102  0.052 -0.148 -0.528 -0.648 -0.598 -1.058 -1.178
##  [891] -0.358 -1.208  0.162 -1.548  0.182 -1.178 -1.698 -0.148 -0.438 -0.388
##  [901] -0.478  0.442 -0.598 -0.568 -0.058 -1.088 -1.178 -0.468 -0.568 -2.138
##  [911] -1.608 -0.708 -0.008 -0.858 -0.838 -0.438 -0.888 -0.338 -1.288  0.202
##  [921]  1.242 -0.778  0.122 -1.458 -1.928 -1.128 -0.588 -1.038 -1.028 -0.708
##  [931] -0.038 -1.378  1.192  0.402 -1.158 -0.938 -0.768 -0.348 -0.078 -1.098
##  [941] -1.268 -0.228  1.132  0.502  0.962  0.942  1.012  0.602  0.532  0.722
##  [951]  1.282  0.492  0.972  0.522  0.912  1.072  0.412 -0.798  1.072  1.092
##  [961]  0.292  0.922  0.842  0.452  0.082  0.912 -0.218  0.352 -0.918 -0.158
##  [971]  0.452 -0.258  1.392  1.392  0.422  0.662 -0.138  1.072  0.922  0.652
##  [981] -0.428 -0.858  0.072 -0.078  1.172 -0.638 -0.098 -0.728 -0.048  1.302
##  [991]  0.402 -1.058 -0.178  0.232  0.312  0.852  0.262  0.052 -0.468 -0.268
## [1001]  1.512  0.182  0.242  1.072  1.172  1.082 -0.068  1.122 -0.218  0.192
## [1011]  0.062  0.322 -0.448  0.842 -0.938  0.332  1.342 -0.958 -0.888  0.192
## [1021]  0.872  0.772  0.422  1.102 -0.558  0.142  0.502  0.722  0.012  0.022
## [1031]  0.052 -0.888 -0.828  0.382  0.272 -0.728  1.092  0.302  0.512  0.462
## [1041]  1.022 -0.048  0.312 -0.918  0.432 -1.388 -0.848 -0.308 -0.358 -0.648
## [1051]  0.382 -0.108 -0.458  0.702 -0.428 -1.158 -0.138 -0.598 -0.018 -0.298
## [1061] -0.808 -0.278 -1.018  0.272  0.542 -0.348 -0.678 -0.748 -0.218  0.532
## [1071] -0.798  0.402 -0.478 -0.588 -0.308 -0.358  0.122 -0.658 -0.658 -0.598
## [1081] -0.908  0.282  1.022 -1.068  0.062 -1.368 -0.248 -0.118 -0.158 -0.528
## [1091] -0.208 -0.308  0.212  0.062 -0.678 -0.618 -0.238 -0.528  0.522  0.692
## [1101]  0.412  0.852  0.752  1.222  0.172 -0.668 -0.258 -0.028  1.122  0.632
## [1111] -0.358 -0.118  0.142  1.122 -0.588  0.842 -0.188  0.232 -0.168  1.512
## [1121] -0.298  0.812 -0.008  0.032  1.212 -0.348  0.212  1.292  0.532  0.262
## [1131]  0.512  0.202  0.552  0.352 -0.258 -0.428  1.262 -1.168 -0.408  0.472
## [1141]  0.492  1.152  0.702  0.842  0.192  0.932  0.422  0.762  0.562  0.802
## [1151]  1.022 -0.228 -0.708 -0.428  0.492  0.552 -0.948 -0.428  0.112 -0.948
## [1161] -0.028  0.822 -0.128  0.772  0.062 -1.548 -0.448 -0.168 -1.308 -0.138
## [1171]  0.312  0.702 -0.098  0.122  0.062  0.892 -0.118 -0.688 -0.708  0.072
## [1181]  0.012 -0.098  0.062 -0.258  0.402 -0.248  0.482  0.562 -0.358 -0.428
## [1191]  0.062  0.072  0.622  0.422  0.942 -0.358  0.132 -0.118 -0.688 -0.328
## [1201] -0.278  0.602 -0.028 -0.768 -0.418  0.482  1.212  0.502  1.302 -0.148
## [1211] -0.138  0.422 -0.708  0.352 -0.148 -0.318 -0.768  0.302  0.862  0.422
## [1221]  0.122  0.892 -0.998 -0.738  0.212 -0.228 -1.448 -0.828  0.152  0.242
## [1231]  0.652 -1.268 -1.138 -0.078 -0.468  0.252 -0.298 -0.988 -0.978 -0.688
## [1241] -1.018  0.282 -0.708 -0.048  0.042  1.262 -1.888 -0.598 -0.918 -0.658
## [1251] -1.088 -2.078 -1.128 -1.308  0.172 -0.178 -1.178 -0.128 -0.558 -1.348
## [1261] -1.318 -1.218 -0.478 -1.108 -0.898 -1.738 -0.628 -1.368 -0.368 -0.748
## [1271]  0.302 -1.098 -1.788  0.102 -0.668 -2.128 -0.888 -0.948 -1.448 -2.018
## [1281] -1.128 -1.788 -1.088 -0.538 -1.138 -0.138 -1.458 -1.518 -1.228 -0.058
## [1291] -0.498 -0.448 -1.088  0.542  0.532 -0.808 -0.008 -0.278  0.592  0.262
## [1301]  0.612 -0.188  0.072  0.152 -0.118  0.882  1.422  0.062  0.252  0.042
## [1311]  0.032 -0.908  0.012 -0.888 -0.398  0.142 -0.528  0.162  0.612  0.952
## [1321]  0.522  0.802 -0.338 -1.768 -0.008  0.552  0.782  0.542 -0.368 -1.038
## [1331]  0.032 -1.498 -1.178 -0.078 -0.858 -1.198 -0.968 -0.368 -0.078 -0.668
## [1341] -0.878 -1.008 -1.308 -0.548 -1.308 -0.858 -0.338 -0.168 -0.568 -0.418
## [1351] -0.848 -1.518 -2.188 -0.948  0.242 -0.808 -0.708 -1.818 -1.828  0.132
## [1361] -0.668 -0.358 -1.608  0.442  0.902 -0.418 -1.448 -0.808 -0.878 -0.318
## [1371] -0.778 -1.208 -0.748 -0.678 -0.558 -1.288 -0.208 -0.548  0.482  0.162
## [1381] -0.368 -0.028  1.222  0.702  1.422 -0.398  0.252  0.952  0.942 -0.528
## [1391]  0.462 -0.238  1.022  0.672 -0.648 -0.408  1.512 -0.258 -0.308  0.152
## [1401]  0.922 -0.068  0.482  1.102  1.512  0.662  0.382  0.782  0.222  0.652
## [1411]  0.302 -0.328  0.302 -1.178 -0.568  0.712  0.782  0.882  1.342  0.692
## [1421]  0.142  0.322  0.842  0.482  0.512  1.342 -0.188  0.872  0.442  0.192
## [1431]  1.182 -0.248  1.072  0.602  0.662  0.112  1.512  0.882 -0.218  0.582
## [1441] -0.088 -0.008  0.622 -0.218 -0.468  0.602  0.052 -0.168  1.142  0.932
## [1451]  0.312  1.022  0.442  0.592 -0.028  1.512  0.482  1.072  0.772 -1.058
## [1461]  1.152  0.302  1.072  1.512  1.262  1.082  1.312  0.302  1.372 -0.828
## [1471]  1.302  0.622  0.692  0.422 -1.958  0.362  0.282 -0.068  0.332  0.782
## [1481] -1.168 -0.378 -0.008 -0.808  1.202 -0.458 -1.378  1.362  0.082 -0.478
## [1491]  0.082  0.112 -0.738  0.502  1.512  0.092 -1.758  0.732 -0.158 -1.048
## [1501]  0.452 -1.288 -0.438 -0.178 -0.328 -0.118 -0.778 -0.538 -0.478 -1.228
## [1511] -0.128 -0.418  0.132  0.252  0.002 -0.498  0.302 -0.788 -0.048  0.152
## [1521] -0.308  0.622 -0.678 -0.618  0.382 -0.498 -0.528 -0.748 -0.798 -0.568
## [1531]  0.032  0.342 -0.188 -1.238 -1.158  0.112 -1.498 -0.858 -0.438 -0.658
## [1541] -0.128 -0.078  0.222  0.342  0.002 -0.338  0.302 -1.098 -0.768 -0.608
## [1551]  0.312  0.302 -0.678 -0.408  0.572  0.912  0.052  0.382 -0.048  0.002
## [1561] -0.848 -0.888 -0.058 -0.238  0.702  0.692  0.212  0.422  1.022  0.712
## [1571]  0.252 -0.428 -0.358  0.842  0.662 -0.738 -0.188  0.062  0.322 -0.628
## [1581]  1.512  0.902  0.892  0.042  0.582  0.942 -0.838 -0.598 -0.238  0.362
## [1591] -0.548 -0.888 -0.568  0.272 -0.258 -1.868  0.312 -0.808 -0.988 -0.248
## [1601] -0.858  0.132 -0.578  0.102 -0.298 -1.078 -1.498 -1.568  0.982  0.072
## [1611] -0.238 -1.578 -1.928  0.962 -0.768 -0.838 -1.608 -0.618  0.702 -0.888
## [1621] -0.578 -1.178 -0.898 -0.518 -0.388 -1.338 -2.108 -1.368  1.732 -1.338
## [1631] -0.468 -0.828 -1.488 -0.588 -2.468 -1.368 -1.818 -2.328  1.222  0.432
## [1641]  1.452  0.122  0.192 -0.458  1.122 -0.178  0.092  1.452  1.242  0.902
## [1651]  0.222  0.892  1.082 -0.598  1.422  0.802  1.512  1.022  0.852 -0.928
## [1661]  0.852  0.822  1.232  0.212 -0.428  1.212  1.112  0.142  1.262  0.642
## [1671] -0.768  0.552  1.332  0.252  0.262  1.262  0.792  0.482 -0.058  1.512
## [1681]  1.512 -0.288  1.072  1.002  1.332  0.242  0.042  1.832 -0.298 -0.328
## [1691] -0.438  0.482  0.032 -1.408 -1.688  0.532 -1.298  0.162 -0.938 -1.078
## [1701]  0.762 -0.268  1.112 -0.948 -0.758 -0.538 -0.708  0.312 -0.968 -1.688
## [1711] -0.988 -0.038 -0.998  0.012 -0.268  0.582 -0.288 -0.838 -1.678  0.162
## [1721]  1.232 -1.338  0.982 -0.158 -1.618 -1.278 -1.638  0.792  0.242  0.602
## [1731]  0.662  0.062  0.022  0.692 -0.478  0.202  0.092  0.002  0.002  0.222
## [1741]  0.412  0.022 -0.598  0.402  0.142  0.262 -0.478 -0.518  0.662 -0.278
## [1751]  0.032 -0.428 -0.968 -0.618  0.252 -0.138 -0.778 -0.048 -0.398  0.192
## [1761]  0.482  0.312 -0.768 -0.248 -0.708  0.372  0.402  0.232 -0.578 -0.458
## [1771]  0.462  0.102 -0.118 -0.608  0.272  0.512  0.032  0.322  1.022  0.262
## [1781] -0.188 -0.168  0.772 -0.998 -0.948 -0.308 -1.098 -1.158  0.902  0.692
## [1791]  0.682  0.342  0.772  0.682 -0.118  1.032 -0.498 -1.258 -0.468 -0.148
## [1801]  0.132  0.482 -0.538  0.902  0.222  0.212  1.182 -0.968  0.152 -0.398
## [1811]  1.032 -0.308  0.692  0.712  0.212  0.572 -0.278  0.932  0.662 -1.128
## [1821]  0.942  1.152 -0.258  0.052  0.262  0.132 -0.718 -0.548  1.092  0.232
## [1831]  0.702  0.842  0.612  0.582  0.232  0.942  0.602 -0.148 -0.078  0.942
## [1841]  0.212  1.182  0.012  0.072 -0.248  0.242 -0.678  1.042 -0.528  1.192
## [1851]  0.202  0.942  1.122  1.002  1.342  0.082 -0.908  0.232  0.002  0.942
## [1861]  0.982 -0.558 -0.388  0.882  0.402  0.352  0.702 -0.438 -0.038  0.292
## [1871] -0.138 -0.138 -0.458 -0.628  0.412 -1.788 -0.708  0.552  0.792 -1.038
## [1881] -0.778 -1.548  0.082  0.602 -1.668 -1.098 -0.998 -0.858  0.672  0.522
## [1891] -0.138 -1.078 -2.508  0.032 -1.818  0.002 -0.418 -0.988 -0.848 -0.338
## [1901] -0.408 -1.458 -0.628 -0.498  0.012  0.882 -1.138  0.542  0.612  0.792
## [1911]  0.612 -1.368  0.662  1.072  1.172  0.762 -0.778  0.952  0.652  0.482
## [1921] -0.268 -1.018 -0.258 -0.418  0.842 -1.368 -0.138 -0.298 -0.428  0.702
## [1931]  0.822  0.832 -0.848  0.782  1.212 -0.778  0.652 -1.038 -0.628  1.202
## [1941] -1.298 -0.908 -0.218 -0.508  0.332 -0.278 -0.648  0.202 -1.258 -0.168
## [1951]  1.262 -1.128 -0.788 -0.938  1.262  1.212  0.822  0.952 -0.218  1.292
## [1961]  0.372  0.292  0.532  0.302 -0.468  0.882  1.362  0.752 -0.178  0.532
## [1971] -0.328  0.062  1.122  1.142  1.042  0.832  1.362 -0.188  0.022 -0.248
## [1981]  0.672  0.082  0.972  1.172 -0.628  1.212  1.012  1.262  1.162  0.762
## [1991]  0.762  0.882  1.342  0.522  0.582  1.372  0.372 -0.098 -1.488  0.262
## [2001] -2.028  0.832  0.032  0.352  0.532  0.982 -0.188 -0.708  0.932  0.812
## [2011]  0.592  1.422  0.892  1.212  1.392  0.342 -0.568  1.142 -0.798 -0.018
## [2021]  0.672  0.432  1.182  1.512  0.512 -0.258 -0.278  1.122 -0.798  0.902
## [2031]  0.512 -1.178  0.222 -0.938 -1.188 -0.628 -0.948 -0.368 -0.448 -0.908
## [2041] -0.578 -0.918 -0.788 -1.838 -1.158 -1.248 -0.128 -0.658  0.102  0.792
## [2051] -0.048 -0.648 -0.488 -0.718 -0.688  1.092 -1.458  0.232 -0.918 -0.908
## [2061] -1.438 -0.138 -0.838 -0.808 -1.088 -0.268 -0.378 -0.388  1.042 -0.768
## [2071] -0.088 -1.858  0.462 -0.498 -2.248 -0.178 -0.488  0.022 -0.038 -0.498
## [2081]  0.422 -0.718 -0.258  0.062  0.632 -0.678 -0.088  0.862 -0.418 -0.038
## [2091]  1.312  1.002  0.862 -0.268  1.312  0.512 -0.418  0.922  0.022 -0.018
## [2101] -0.258  0.432 -0.118  0.622  1.282  1.512  0.062  1.082 -0.298 -0.158
## [2111] -0.298 -0.048  0.432 -0.908  0.672 -1.288 -0.008  0.422 -0.218 -0.758
## [2121]  0.792  0.482 -1.318  0.172  0.442 -0.168  0.452  1.152  0.702  1.262
## [2131] -0.078  0.932  1.512  1.022  0.372  0.902  0.892  1.222 -0.088  0.682
## [2141] -1.088  1.282  0.102  0.532  1.182  0.982 -0.148  0.602  0.532  0.272
## [2151]  0.472  1.392  0.402 -0.108  0.762  0.572  1.422 -0.098  1.282  1.082
## [2161] -0.478  0.422  0.042  0.832  0.942  0.452  1.372  0.192 -0.188  1.262
## [2171]  0.122  0.062  1.142  1.262  0.282  1.012  0.872  0.802  1.122  1.512
## [2181]  0.562  0.592 -0.748  0.792  0.502  1.342 -0.098  1.092  0.752  0.762
## [2191]  0.802  0.932  0.342  1.102 -0.278  0.412  0.842 -0.138 -1.168  1.182
## [2201] -0.458  0.562  1.342  0.932  0.982  0.352  0.752 -0.028  0.702  0.472
## [2211] -0.028 -0.388  0.732  0.192 -0.238 -0.688  1.082  1.242 -0.338  0.132
## [2221] -0.348  0.482 -0.438 -0.368  0.252 -0.938 -0.148 -0.818 -0.798 -0.178
## [2231]  0.892 -0.398 -0.128  0.922  0.472  0.592 -0.588 -0.798 -0.838  0.232
## [2241]  0.442 -0.218 -0.438  0.132  0.372 -0.538  0.792  0.182 -0.208  0.422
## [2251] -1.158  0.472 -0.308 -0.008 -0.418 -0.218 -0.618 -0.708 -0.778 -0.478
## [2261]  0.472 -0.618  0.622  0.532 -0.408 -0.628  0.632  0.322  0.492 -0.108
## [2271]  1.372  0.342  0.942 -0.078  0.852  0.942  0.012  0.722 -1.048  0.452
## [2281]  0.942  0.502 -0.448  1.012 -0.418 -0.078  0.432  0.062 -0.488  0.272
## [2291] -0.548 -0.758  0.652 -0.708 -0.658  0.472 -0.578  0.842  0.132 -0.458
## [2301] -0.648 -0.108 -0.548  1.332  0.432  1.262 -0.678  0.792  0.892  1.292
## [2311] -0.398 -0.188 -0.228 -0.008  0.602  1.072 -0.258 -0.488 -0.318 -0.038
## [2321]  0.042  0.092 -0.368 -0.408 -0.478 -0.248 -0.408  0.812 -0.338 -0.808
## [2331]  1.062 -1.258 -0.068 -0.288  0.452 -0.748 -0.478 -0.078 -1.048  0.252
## [2341] -0.438 -1.398 -0.168 -0.538  1.022 -0.688 -1.358 -1.068 -0.858 -1.948
## [2351] -0.828 -0.128 -0.718  1.512 -1.358 -1.978 -0.928 -0.248 -0.918  0.452
## [2361] -1.598 -1.358 -0.128 -1.148  0.212  0.172 -1.038 -1.488 -1.838 -1.338
## [2371] -0.678  0.172 -1.058 -0.628 -0.768 -0.458 -0.938 -1.068 -0.898 -2.008
## [2381] -0.448  0.132  1.262  0.542 -0.028  0.182  0.722  0.762 -0.008  1.332
## [2391]  0.062  0.482  0.732  0.392  0.442  0.102 -0.458  0.362  0.722  0.132
## [2401]  0.512  0.902 -0.138  0.932  1.432 -0.078 -0.058  0.222 -0.358  0.752
## [2411]  1.072  1.262  0.152  0.952 -0.048 -1.408  0.382  0.852  0.542  0.532
## [2421]  0.502  0.502  0.422 -0.288  1.292  0.062  0.072  0.432  0.612 -0.458
## [2431]  0.802 -0.328 -0.078 -0.288  1.292  0.302  1.512  0.412  0.112  0.212
## [2441]  0.542 -1.048  0.052 -0.748  0.592  0.842  0.072  1.012 -1.478  0.752
## [2451] -1.138 -0.178  1.182  0.382 -0.278  0.712  1.012 -1.188  0.372  0.182
## [2461]  0.122  1.452 -0.138 -0.098  0.192  0.622  0.372  0.192  0.232 -0.018
## [2471] -0.678 -1.578  0.502  0.042  0.212 -0.358 -1.498 -0.508 -2.128  0.282
## [2481]  0.202 -0.188  0.482 -0.918 -0.568 -1.498  0.832 -1.048  0.462  0.212
## [2491]  1.062 -1.068 -1.128 -0.808 -1.208 -0.338 -1.218  0.002 -1.308 -0.318
## [2501] -0.418 -1.208 -1.058  0.942  0.482  1.262 -0.508 -1.158 -0.538 -0.958
## [2511] -0.898  0.432  0.792 -0.178  1.182  0.642  0.592 -0.528  0.982  0.392
## [2521] -0.318  1.072 -0.178  0.052  0.502 -1.218  1.132 -0.848  0.772 -0.068
## [2531] -1.448  0.232 -0.768  0.202  0.162  1.022  0.952  0.422  0.812  0.532
## [2541] -1.208  0.342  0.312  0.102 -0.578  0.142 -0.288  0.902  0.152 -0.388
## [2551]  0.452  0.212  0.682 -0.118 -0.728 -0.548 -0.108  0.812 -0.958  0.612
## [2561]  0.942 -0.538  0.662  0.552  0.042  0.712  0.112 -0.008 -0.068  0.762
## [2571]  0.162 -0.138 -0.348 -0.048 -0.408 -0.468 -0.358 -0.208  0.192  0.382
## [2581] -0.288 -0.918 -0.278 -0.238 -0.118  0.772  0.392  1.172  0.552 -0.628
## [2591]  0.512  0.972  0.642  0.792 -0.118 -0.678  0.542  0.992 -0.298  0.302
## [2601]  0.572  1.152 -0.058 -0.358 -0.468 -0.498 -0.798 -0.548 -0.368 -0.948
## [2611] -0.538 -0.988 -0.388 -0.858 -0.678 -0.208  1.082 -0.808  0.502 -0.628
## [2621]  0.552  0.782 -0.248  0.592  0.232 -0.368 -1.328 -0.198 -0.968  0.272
## [2631]  0.102 -0.708 -1.048 -0.778  0.452 -0.288 -0.038 -0.278 -0.208  1.132
## [2641] -0.158  0.322 -0.278  0.752 -0.208 -0.538 -1.128 -0.828 -0.688 -0.438
## [2651] -0.288 -0.358  1.032 -0.498  1.282 -0.168 -0.508  0.002  0.082  0.502
## [2661] -0.298  0.392 -0.488  0.292  0.912  0.702 -0.988 -1.398 -0.488 -0.188
## [2671]  1.452  0.072  0.832  0.592 -0.088  0.112  0.192  1.062  0.402  0.752
## [2681]  0.732  0.152 -0.118  0.132  1.272 -0.048  1.102  0.462  0.022  0.912
## [2691]  1.422  0.812 -0.178  0.532  1.122  0.832  0.932 -0.648  0.292  1.312
## [2701]  0.172  0.842  0.702  0.682  0.452 -0.108  0.052  0.252  1.082 -0.228
## [2711] -0.688 -1.768 -1.068 -1.708 -0.538  0.502  0.382 -0.408 -1.048 -0.408
## [2721] -0.428 -1.218  0.172 -0.528  0.142  1.292  1.222  0.322  0.102  0.982
## [2731] -0.248 -1.368  0.622 -1.308  0.982  0.432  0.062 -0.708 -0.138 -0.258
## [2741]  0.702 -1.088  1.222  0.222 -1.208  0.002  0.742  1.372 -1.618 -1.378
## [2751]  0.302 -0.228  1.012 -0.208  1.362  1.222 -0.268  0.932  0.242  0.812
## [2761] -0.008  0.732  1.372  0.752  0.852  0.772  1.282  0.232  1.072  0.462
## [2771]  1.082  1.202  0.702 -0.328  0.452  0.212  0.892 -0.988  0.292 -0.478
## [2781]  0.012 -0.108  0.792 -0.098  0.512  0.952  0.802  1.132 -0.498  0.832
## [2791]  0.782  0.982  0.942  0.622  1.062  0.792 -0.338 -0.548  0.412  0.312
## [2801] -1.058  1.202 -0.478  1.022 -0.118  0.482  0.952 -0.588 -0.568  1.072
## [2811] -0.338  0.252 -0.418  0.132  1.262  0.532  0.252  0.372 -0.888  1.022
## [2821]  0.982  0.782 -0.118  0.142  0.492  0.222  0.032  0.612 -0.218  0.792
## [2831] -0.298  0.912 -0.298  0.132 -1.088  0.652  0.652 -0.338 -0.298  0.142
## [2841]  0.482 -1.198 -0.858 -0.178 -0.878  0.232 -0.188 -1.128  1.262  0.252
## [2851] -0.748 -0.538 -0.278  0.842 -0.958 -0.028  1.122  0.642  0.022 -0.628
## [2861]  0.002 -0.048  0.432 -0.118  0.522 -0.218 -0.298 -0.448 -0.418 -0.898
## [2871]  0.002  0.242 -0.178  0.502 -0.268 -1.318  0.542  0.762 -0.468 -1.578
## [2881] -0.078 -0.408 -0.548 -0.328 -0.188  1.242 -0.038  0.352 -0.078 -0.098
## [2891] -0.878 -0.638  0.702 -1.138 -0.298  0.012  0.302 -0.078  0.602  0.662
## [2901] -0.918 -0.568  0.932 -0.088  0.432  0.502  0.482 -0.058 -0.508 -0.768
## [2911]  0.442  0.292 -0.208  0.702  0.712  0.632 -1.568 -0.658 -0.708  0.292
## [2921]  0.722 -1.568 -0.288 -0.748 -1.348 -0.008 -0.898 -0.898  0.482  0.012
## [2931] -0.388  0.052 -0.358 -0.338 -0.508 -1.078 -0.618 -0.658 -0.278 -0.808
## [2941] -1.018  0.002 -0.578 -0.678 -0.578 -0.068  0.412 -1.388 -1.208  0.982
## [2951]  0.582 -1.008 -1.138  0.832 -0.668 -1.238 -1.048  0.142 -0.998  0.402
## [2961] -1.288 -0.548 -0.428  0.322 -0.218  0.622 -1.518 -0.778  0.972 -0.658
## [2971] -0.338 -0.028 -0.888 -1.308  0.152 -0.378 -0.468 -0.858  0.032 -0.448
## [2981]  0.042  0.032 -1.318  0.492 -1.098 -1.208  0.592 -1.808 -0.248  0.192
## [2991]  0.482 -1.848 -1.698  0.462 -0.328 -0.418 -1.008 -0.678  0.762 -0.728
## [3001] -0.348 -0.298 -1.098 -0.138  0.852 -0.808 -0.328 -0.538 -0.558  0.282
## [3011] -0.728  0.122 -0.108 -1.318 -1.538  0.292 -0.678 -0.908 -1.148 -0.568
## [3021] -0.408 -0.048 -0.128 -0.768 -1.608 -1.018 -0.598 -0.298 -0.498 -0.278
## [3031] -1.148 -0.918  1.152  1.512  0.522  0.252 -1.568 -0.988 -0.208  0.582
## [3041] -1.598 -0.308  0.342  0.122 -0.918  1.072  0.192  0.022 -0.368 -0.248
## [3051]  0.252  0.562  1.002  0.812  0.212  0.202  0.352 -0.278 -0.548 -1.458
## [3061] -0.648  0.002  0.942  1.392  0.302 -0.778 -0.678 -0.328 -0.528  0.682
## [3071] -0.008  0.692  0.832  0.052 -0.618 -0.148  0.302  0.842 -0.318 -0.258
## [3081]  0.352 -1.388 -1.968 -0.198 -1.808  0.252 -0.008 -1.128 -0.768 -1.368
## [3091] -0.688 -0.008 -0.618  0.562  0.152  0.292  0.912  0.272  0.442  0.852
## [3101]  0.182  0.402  1.022  0.562 -1.168  0.902  1.132 -0.328  0.382  0.842
## [3111] -0.118  1.062 -0.268  0.452  0.932 -0.048  0.112 -0.168  0.352 -0.988
## [3121] -0.468 -0.348 -0.598 -1.138  0.522  0.022  0.572  0.862  0.532 -0.278
## [3131] -0.368  0.282  0.802  0.372 -0.728  0.222  0.322  0.062  0.082 -0.258
## [3141]  0.622  1.162  0.212  0.042  1.342  1.262 -0.168  0.962 -0.608  0.952
## [3151] -0.578  0.902 -0.618 -0.138 -0.278  0.922  0.752 -0.868  0.142 -0.498
## [3161] -0.658  0.162  0.522  0.812  0.372  0.442 -0.228 -0.628  0.222  0.762
## [3171]  0.882 -0.528 -0.468 -0.258 -0.438 -0.408 -0.388 -0.618  0.592 -0.388
## [3181]  0.232 -0.088  0.032  0.492 -0.208 -0.248 -0.468 -0.558 -0.068  0.322
## [3191]  0.542 -1.128  0.092 -0.208 -0.478 -1.158 -0.938  1.042 -0.708  0.262
## [3201] -0.358 -0.418  0.702  0.852 -0.898 -0.208 -0.558 -0.928 -0.718  0.712
## [3211] -1.188  0.892 -0.088 -1.638  0.112  0.462 -0.338 -1.008 -1.038 -1.598
## [3221] -1.578 -1.188 -1.548  0.002 -2.148 -0.568 -1.118 -1.998  0.552  0.312
## [3231] -1.118 -1.298 -0.578 -1.828 -1.118 -1.338 -1.198 -1.858 -0.948 -1.108
## [3241] -1.488  0.372 -0.408 -2.498 -0.888 -0.448 -1.968 -0.238 -0.598 -1.248
## [3251] -1.408 -1.208 -0.918 -1.018 -0.978 -0.818 -1.688 -1.608 -0.458 -1.308
## [3261] -1.278 -1.308 -0.858 -0.458 -0.188 -0.278 -0.278  1.012 -0.538  0.212
## [3271] -0.418  0.352  0.072 -0.238  0.792 -0.788 -0.778 -0.178 -1.058  0.172
## [3281] -1.038 -0.788 -0.438  0.592 -0.508 -0.768  1.022 -0.078  0.582 -1.218
## [3291]  0.742 -0.108 -0.548 -0.598  0.202 -0.258  0.342 -0.988 -0.398 -0.748
## [3301] -0.298  0.032 -0.128  0.372 -0.618 -1.178  0.262  0.692  0.042  0.132
## [3311]  0.502 -0.128  0.272  0.702 -0.278  0.612  0.342 -0.568  0.682 -0.338
## [3321] -0.798  0.602 -0.158  0.692 -0.258 -0.038 -0.788  0.372  1.212  1.032
## [3331]  0.802 -0.748 -0.258 -0.098  1.152 -0.718 -0.138  0.252 -0.168 -0.088
## [3341] -1.848  0.512  0.692 -1.218  0.572 -0.458  0.762  0.192  0.552 -0.688
## [3351] -0.718  1.122 -0.318 -0.188 -0.348 -0.128 -0.258 -0.048 -1.038 -0.428
## [3361] -0.138 -0.208  0.582 -0.868 -1.448 -0.258 -0.818  1.082  0.772 -0.418
## [3371] -0.108 -1.688 -1.008 -0.678 -1.128 -0.248 -0.118 -0.308 -0.918 -1.788
## [3381] -0.388 -1.438 -0.498 -0.738 -1.098  0.152 -0.928 -0.698 -1.498 -1.258
## [3391] -0.098 -1.848  1.122 -0.048 -1.788 -1.488  0.062 -0.008 -0.808 -0.178
## [3401] -0.128 -0.958 -0.428 -0.798 -0.788 -0.088  0.042 -0.868  0.072 -0.248
## [3411] -0.988  0.452 -0.898 -0.188 -0.308 -1.168 -1.128 -1.148 -0.708 -0.618
## [3421] -0.938 -0.278 -1.338  0.222 -0.488  0.132  0.302  0.082  0.212 -0.658
## [3431] -0.728 -1.358 -0.468  0.202  0.132  0.762 -0.638 -0.508  0.662 -0.188
## [3441]  0.972  0.822  0.782  0.872  0.902  0.772  0.322 -0.748  0.422 -0.078
## [3451]  0.242  0.682 -0.148 -0.288  0.232  0.102  0.212 -0.168 -0.118 -0.058
## [3461] -0.278  0.892  1.222  0.892  0.422  0.542 -0.338  0.482 -0.338 -0.678
## [3471]  0.012  0.442 -0.618  0.762  1.312 -1.198  0.142  1.152 -0.498 -1.168
## [3481] -0.048  0.232 -2.218 -0.238 -0.768  0.342 -0.478  0.622  0.502  0.712
## [3491]  0.382 -0.478 -0.368  0.942  0.622  0.902 -1.048 -0.718  0.952  1.342
## [3501]  0.242  0.582  0.852  0.522  0.462  1.512  1.112 -0.928  0.862  0.342
## [3511] -1.058  0.852  0.772 -0.248  1.342 -0.228  0.562  0.172  0.802 -0.058
## [3521] -0.338  0.352  1.322 -0.158 -0.198 -0.528  0.362  0.992  0.902  0.572
## [3531] -0.678  0.142  1.262  0.952 -0.038  0.652  0.632  0.412 -1.058  1.512
## [3541]  0.602  0.162  0.142  0.442  0.922 -0.118  1.142  0.142 -0.018 -0.298
## [3551]  0.392  0.162  0.282 -0.148  0.732  0.792 -0.278  0.102 -0.748  0.922
## [3561]  0.022 -1.788  0.762  1.452  1.362  0.822  0.162  0.742 -0.398  0.052
## [3571] -0.678  0.132  1.212  0.932  1.192 -0.618  0.712  0.972  1.082  0.622
## [3581] -0.018 -0.208  1.192  0.512 -0.658 -0.018  1.072 -0.358 -1.098  0.392
## [3591] -0.598 -0.828  0.262  1.192  1.342 -1.278 -0.918 -0.648 -0.538 -0.368
## [3601] -1.218 -0.888  0.252 -0.528 -0.568  0.032  0.352  1.262  0.372  0.752
## [3611] -0.468  1.202  0.052  0.612  1.182  1.072  1.152  0.842  0.862  0.622
## [3621]  0.442  1.422  1.452  0.992  0.652  0.542  0.932  1.122 -0.318  0.242
## [3631]  0.802  0.732  1.012  0.592  1.342  0.932  0.392 -0.358  0.532 -0.898
## [3641]  0.832  1.172 -0.468  1.172  1.072  1.172  0.422  0.482  0.982  1.182
## [3651] -0.098  1.242  0.952  1.262  1.072  0.902  1.512  0.762  1.072  0.702
## [3661]  0.902  0.452  1.122  1.302  1.182  1.512  1.262  0.932  1.422  0.632
## [3671]  1.362  0.502 -0.858 -0.098  0.162  0.542  1.012  0.772 -0.728  0.842
## [3681]  0.782  0.582  1.422  1.512 -0.288 -1.258  0.182  0.842  1.182 -0.338
## [3691]  0.362  0.412  1.122  0.922  1.292 -0.118  0.772 -0.098  0.562  0.972
## [3701]  0.912  0.632  1.062 -0.478  0.412 -0.728  0.522  0.042  0.202  0.932
## [3711]  0.472  0.542  0.102  0.312  0.112  0.252  0.792  0.562  0.612  0.642
## [3721]  0.062  1.282  0.562 -1.048  0.842  0.932 -0.188  0.032  0.372  0.932
## [3731]  0.752  0.082  0.392  0.542  0.172 -0.218  0.512 -1.068 -0.458  0.632
## [3741] -0.038 -0.768 -0.518  0.262 -0.798 -0.078  0.252 -0.138 -0.058  0.532
## [3751]  0.332 -0.978  0.832 -0.548 -0.648 -1.198 -1.168 -0.648  0.972  0.072
## [3761] -0.468 -0.658 -0.118 -0.368  0.752 -0.508  0.012 -0.818 -0.808 -0.748
## [3771]  0.012 -0.448  0.592  1.092 -0.848 -0.938 -0.068 -0.308 -0.078  0.202
## [3781] -0.348  0.892 -1.138  0.252 -0.268  0.572  0.182 -0.078  0.022  0.132
## [3791] -0.588 -0.358 -0.108  0.292 -0.948 -0.758  0.482 -0.238  0.152  1.262
## [3801]  0.812  1.072 -0.618 -0.048 -0.838  0.092 -0.508  0.052  0.292  1.252
## [3811] -0.748 -0.768 -0.088 -0.578  0.872 -0.868 -0.868 -0.528 -0.198 -0.288
## [3821] -0.378  0.152 -0.358  0.302 -0.688  1.262  0.922  1.512 -1.538  0.482
## [3831] -0.318  1.302  1.422 -0.038 -0.468 -1.208  0.682  0.222 -0.188  0.062
## [3841]  1.062  0.272 -1.328  1.512  1.002 -0.498 -0.368  1.122 -0.098  1.092
## [3851]  0.652  0.632 -0.778  0.202  0.862  0.792  0.702  0.792  0.332  0.232
## [3861]  1.072  0.092  0.532  0.652 -0.888  1.422  0.832  0.482 -0.838  0.762
## [3871]  0.662  0.852  0.462  0.582 -0.158  1.122  0.252  0.292  1.332 -0.388
## [3881] -0.648  0.432  0.182  0.582  0.322  0.502  0.892 -0.158  0.842  0.762
## [3891] -0.298  1.512  0.032  0.832 -0.468  0.712  0.472  1.202  0.662  0.432
## [3901] -0.838 -0.068  0.502 -1.228  0.302  0.502 -0.298  0.382 -0.238 -0.528
## [3911] -0.658  0.502 -0.078  0.322  1.182 -0.498 -0.898 -0.948  0.352 -0.818
## [3921] -0.318 -0.508 -0.718  0.652 -0.678 -0.038  0.772 -0.688  0.592 -0.448
## [3931]  0.092  0.202  0.512  0.632 -0.978 -0.628  0.442  0.792  0.132  0.132
## [3941]  1.082 -0.438 -0.468  0.012 -0.308  0.262  0.922  0.572 -0.888  1.132
## [3951]  1.122  1.392 -1.118  0.392 -0.528  1.402  0.182 -0.708 -0.018 -1.238
## [3961] -0.938 -0.718 -0.348 -1.368 -1.758 -1.278  1.252  0.472 -0.118 -0.078
## [3971] -0.858 -0.168 -0.428 -0.198 -0.798  0.022  0.872  0.682  0.802 -0.278
## [3981]  1.182 -0.328 -0.298 -0.258  0.272 -0.598 -0.158 -0.668 -0.768 -0.028
## [3991]  0.842 -0.378 -0.278  0.192 -0.558 -1.128 -1.038 -0.508 -1.008 -0.798
## [4001] -0.838 -0.708 -0.898 -1.178 -1.308 -0.828 -1.498 -1.768 -1.028 -0.438
## [4011] -1.118 -1.428 -0.858 -1.758 -1.448 -1.358 -1.848 -1.648 -1.358 -0.588
## [4021] -1.118 -1.948  0.052 -1.608 -0.768 -2.078 -1.488 -0.838 -0.988 -0.898
## [4031] -0.208 -0.888 -1.578 -0.078 -1.308 -1.368 -1.118 -1.238 -1.538 -0.988
## [4041] -1.908 -0.548  0.322 -0.728  0.022 -0.168  0.502 -0.498  0.522  0.612
## [4051]  0.762  1.002 -0.538 -0.298  1.152 -0.168  0.852  0.342  1.152 -0.188
## [4061]  0.982  0.272 -0.528 -0.348  0.742  1.122  0.822 -2.328  0.492 -0.318
## [4071] -1.828 -1.478 -1.068 -0.228  0.292 -0.818 -0.228 -0.718 -0.048 -0.718
## [4081] -0.588 -0.518 -0.268 -1.768 -0.918 -0.778 -1.018 -0.568 -0.688  0.182
## [4091] -0.038 -1.488 -1.018 -0.008 -0.678  0.332 -0.768 -0.238 -0.238  1.312
## [4101]  0.822 -0.188 -0.088  0.442  0.332  0.182  0.882  0.692  1.212  0.072
## [4111] -1.078  0.792  1.262 -1.118 -0.658 -0.888 -0.308  0.082  0.022  0.312
## [4121]  0.692  0.782  0.072  0.552  0.142  1.072  1.022 -0.348  0.262  0.192
## [4131]  0.592  0.592  0.462 -0.078  0.302 -0.088 -0.608  0.152 -0.008  0.002
## [4141]  0.792  0.302 -0.088 -0.998  0.132 -0.038  0.772  0.152  0.842 -0.188
## [4151] -0.118 -0.168 -0.228 -0.828 -0.598  0.212  0.152 -0.888  0.932 -0.958
## [4161]  0.982 -0.248 -0.168  0.462  0.502 -0.148  1.072  0.712  0.932  1.512
## [4171] -0.038  0.732 -0.038  0.242 -0.298 -0.408  1.122  1.262  1.042  0.362
## [4181] -0.018  1.512  0.632  1.202  1.172  1.072  0.662  0.482  0.952 -0.148
## [4191]  0.612 -0.068  0.702 -0.568  0.822  0.932  1.382  0.202  1.122  0.222
## [4201] -0.748  0.232  0.992  0.842  0.892 -0.438 -1.068 -0.798  0.292  0.042
## [4211] -0.368 -0.748 -0.438 -0.708 -0.828 -0.258 -0.278 -0.768 -0.438  0.252
## [4221] -0.818 -0.038 -1.098  0.022 -0.798 -0.668 -0.198 -0.508  0.142 -0.748
## [4231] -0.028  0.662 -0.678 -0.748  0.442  0.092 -0.448 -0.608 -0.488 -1.778
## [4241]  0.522  0.542 -0.158  0.692 -1.608  0.672 -0.258  0.032 -1.118  0.852
## [4251]  0.672 -0.358 -0.478 -0.618 -0.358  0.562 -0.568 -0.828 -0.488  1.512
## [4261]  0.122 -0.398  0.242 -0.028  1.032  0.172  0.292 -0.178 -0.138 -0.708
## [4271]  0.502  0.152  0.482  1.022 -0.298  0.442  0.652 -1.238 -0.258  0.562
## [4281]  1.222 -0.698 -0.138 -0.288  0.892  0.292 -0.478 -0.718  0.642  0.502
## [4291] -2.038  0.902  0.762 -0.328  0.202  0.522 -0.478 -0.538 -0.048 -0.128
## [4301]  1.042 -0.078 -0.598 -0.058 -0.228  0.192 -1.308 -0.848  0.032 -0.498
## [4311] -0.658 -1.168 -0.428 -1.778  0.212  1.512 -0.148 -0.918 -1.948 -0.558
## [4321] -1.338  0.282 -0.208 -0.808 -0.258  0.072 -0.658  0.402 -0.958 -0.968
## [4331] -0.488 -1.248  0.412 -1.508 -0.508 -0.968 -1.368  0.462  0.132  1.002
## [4341] -0.048  0.072 -0.818 -0.398 -1.298  0.142 -0.818 -0.518  0.422 -0.538
## [4351] -0.948 -1.008 -2.398  0.532 -0.778 -0.258 -0.458  1.182 -0.228 -0.688
## [4361] -0.528 -0.838 -0.178 -0.658 -0.238 -1.098 -0.318 -0.778 -0.388 -0.408
## [4371] -1.498 -0.158 -1.308 -0.478 -0.218 -0.048 -1.458 -0.068 -1.518 -1.518
## [4381]  0.482  0.312 -0.258 -0.158 -1.858  0.472  0.122 -0.468 -1.158 -1.048
## [4391] -0.028 -0.418  0.362  0.992  0.752 -0.678  1.432  0.662  0.942  1.212
## [4401] -0.518  0.662  0.142  0.582  0.482 -0.238  1.092  0.802  0.842 -0.438
## [4411]  0.422 -1.428  0.902  0.092  0.032  0.172  0.402  0.072  0.362  0.702
## [4421]  0.762 -0.718 -0.098  0.542  0.222  1.122 -0.138 -0.738  0.692  0.542
## [4431]  0.672 -0.218  0.232  0.062  0.152 -0.388 -0.028  1.152 -0.328 -0.038
## [4441] -0.678  0.642  0.852  1.342  1.102 -1.068  1.282  0.192  1.262 -0.458
## [4451] -0.418  1.042  0.522  1.152  0.322 -1.048 -2.058  0.772 -0.018  0.472
## [4461] -1.388 -0.598 -1.788  0.142 -0.928 -0.158 -0.568 -1.448  0.262 -0.018
## [4471]  0.382  1.242 -0.288  0.042 -0.088  0.072 -0.438 -0.748 -1.368 -0.228
## [4481] -0.098 -1.178 -0.338 -0.118  0.552  0.792 -0.868 -0.208  1.222 -0.988
## [4491] -0.248 -0.568 -1.308 -0.118  0.272 -0.028 -0.068  1.062 -0.288 -0.188
## [4501] -0.478 -1.308  0.012  0.042 -0.498 -0.418  0.982  0.172 -0.928 -1.098
## [4511] -0.008 -0.588 -0.808 -0.998  0.412  0.002 -1.488 -1.188  0.082 -0.268
## [4521]  0.052  0.262  0.372 -0.058  0.782 -0.158  0.042  0.942 -0.328 -0.118
## [4531] -0.278 -0.018 -1.038  0.572  0.012 -0.788 -0.068  0.962  0.212 -1.368
## [4541]  0.022  0.912  0.912 -1.678 -0.768  1.212 -0.558 -0.508 -0.218 -0.008
## [4551]  0.662 -0.748 -0.818  0.132  0.022  0.112 -1.218 -1.658 -0.498 -0.218
## [4561] -0.458  0.132  0.022 -0.508  0.462 -0.428 -1.408 -1.168 -0.338  0.202
## [4571]  0.362  0.362 -0.898 -1.068  0.642 -0.808  0.422 -0.618  0.762 -0.728
## [4581]  0.222 -0.308 -1.308 -0.048 -1.168 -2.498  0.392 -0.348  0.472  0.442
## [4591] -0.398 -0.388 -0.728 -0.918  0.702 -0.518 -1.458 -1.068 -2.328 -0.298
## [4601] -0.808 -1.288  0.142 -0.208 -0.658 -0.278 -1.458 -1.548  0.232 -1.078
## [4611] -1.078  0.242 -0.188  0.422 -0.348 -0.178 -0.328 -0.508 -0.438 -1.308
## [4621] -0.718 -0.788 -0.718 -1.058  0.282  1.152  0.422  0.862 -1.118  1.052
## [4631]  0.892  1.362  1.072  0.942  0.832  0.152 -0.318  1.422  0.382  0.692
## [4641]  0.072  1.182  1.512  1.172  0.152  1.452  0.202  1.372  0.172  0.502
## [4651]  0.102  1.182  0.522  1.362  1.292  1.512 -0.208  1.132  0.262  1.512
## [4661]  1.282  0.752  1.362  0.942  0.622  1.512  1.342  0.362  1.342 -0.428
## [4671]  0.792  0.982  0.292 -0.248 -0.408  1.092  1.172  0.992  1.512  1.242
## [4681] -0.158  0.082 -0.378 -0.898 -0.988  1.122  0.042 -0.898 -0.678  0.942
## [4691] -0.188 -0.478  0.372 -1.498 -0.188  0.902 -1.168 -0.348 -1.018 -1.128
## [4701] -0.178  1.262  0.152 -0.848 -0.358 -0.248  0.012  0.142 -0.578 -0.428
## [4711]  0.462  1.202 -0.458 -0.078 -0.228  0.082 -0.378 -0.088 -1.438 -0.728
## [4721]  0.302 -1.138  0.342  0.132 -1.098 -0.708  1.052 -0.308 -0.788 -2.058
## [4731] -0.208 -1.308 -0.388 -0.818  0.092  0.122  0.232  0.082  0.302 -0.648
## [4741] -0.808 -0.388  0.222  0.052 -0.258 -0.638 -0.518 -1.408 -1.368 -1.228
## [4751] -0.438 -0.008  0.122 -0.838 -0.948 -0.708 -0.628 -1.528 -0.498  0.582
## [4761] -0.238 -0.148 -0.018 -0.568 -0.838 -0.548 -1.768 -0.548 -1.398 -0.468
## [4771] -0.568 -1.148 -0.508  0.152 -1.808 -0.578 -0.798 -0.278 -0.168 -1.328
## [4781] -0.268 -0.048 -0.438 -0.138 -0.908  1.072  0.612 -0.328  1.182  1.122
## [4791] -0.508 -0.338 -0.628  0.972 -0.588 -0.738 -1.978  0.802 -0.228 -0.158
## [4801] -0.338  0.952 -0.188 -0.728 -0.038  0.692  0.682  0.952 -0.598  0.312
## [4811] -0.308  1.152 -0.258 -0.058  0.512 -0.368  0.332 -0.228 -0.058  0.062
## [4821] -0.158 -0.208 -0.358 -0.128  1.042  0.282 -0.038  0.932 -0.048 -0.688
## [4831] -0.998  0.502 -0.498 -0.878  0.692 -1.128  1.042 -0.898 -0.968  0.222
## [4841]  0.782 -0.768  0.192  0.052 -2.148  0.802  0.422 -1.118  1.242 -0.468
## [4851] -0.588  0.092  0.132  0.062 -0.718 -0.228  0.942 -0.788  0.022 -0.218
## [4861] -0.528 -0.448 -0.438  1.512  1.292  1.212  0.482 -0.788  0.202 -1.158
## [4871] -0.008  0.382  0.852  0.012  0.652  0.742 -0.128  1.512 -0.408  0.472
## [4881]  0.682  0.882  0.112  0.062  0.002  0.952  0.362  1.122  1.212  0.302
## [4891]  1.512  1.342  1.222 -0.188  0.132  0.452  1.062  0.272 -2.838  0.192
## [4901]  0.712  1.262 -0.138  0.902  0.772  0.912  0.402  0.542 -0.148  1.512
## [4911]  1.162  1.072 -0.068  0.672  0.942  0.152  0.192  0.902  1.342  1.032
## [4921] -0.388 -0.218  0.172  1.082  0.472  0.132  1.152  1.512 -0.618  0.622
## [4931] -0.288  1.452  0.392  0.632  0.792  0.742 -0.798  0.662 -0.718  0.212
## [4941]  0.082  0.402 -0.038 -0.548  0.062 -0.108  1.232  1.162  0.482  0.162
## [4951]  0.522 -0.888 -0.388  1.012  0.682 -0.298  1.452 -0.958  0.312  0.872
## [4961]  1.372 -0.718  0.472 -0.328  1.512 -0.198  0.402  0.062  1.022  1.372
## [4971] -1.188  1.312  0.032  1.312  0.832  0.052 -1.648  1.292 -1.068  0.162
## [4981] -0.728 -0.028  0.692 -0.428  0.882 -1.618  0.242 -0.188 -0.708  0.882
## [4991] -0.028 -0.078 -0.498 -1.098 -0.528 -0.078  0.292 -0.448  0.022 -0.348
## [5001] -0.628 -1.948 -0.078 -0.998 -0.348 -1.028 -0.298 -2.148 -2.508 -0.588
## [5011]  1.062 -0.908 -1.418 -0.448 -1.708 -0.618 -0.928 -0.828  0.352  0.412
## [5021] -1.708 -0.118  1.262 -1.498 -1.228 -0.658 -1.048 -0.528  0.222  0.522
## [5031] -0.378 -0.468 -0.258  0.062 -0.458  0.422 -0.408 -0.138 -1.278  0.182
## [5041]  1.212  0.542 -0.248  0.612 -0.258  0.562  1.162  0.282  0.072 -0.628
## [5051] -0.158 -1.008  0.152 -1.108 -0.328 -0.768  0.602  0.672 -0.548  0.852
## [5061] -0.098 -0.408  0.932  0.072  0.252  1.112  0.482 -0.108  0.062 -1.698
## [5071] -0.228 -0.578  0.472 -1.168  0.832  1.262 -0.648  0.422  0.672 -0.238
## [5081] -0.428 -0.618 -0.968 -0.478 -1.258  0.892  0.902  0.502 -1.158  0.902
## [5091] -0.898 -0.138  0.462  0.002 -0.778 -1.358 -1.228 -0.198 -0.628 -0.348
## [5101]  0.202 -0.218  0.202 -0.108 -0.428 -1.498 -0.098  0.242 -0.908  0.512
## [5111]  0.182  0.592 -0.278  0.482  0.562  0.252 -0.958 -0.558 -0.538 -1.078
## [5121] -0.708  0.262 -1.388 -0.908  0.482  1.152 -1.028  1.052 -0.558 -0.048
## [5131]  0.202 -0.478 -1.448 -0.788  0.502 -1.068  0.232  0.422 -0.688  0.042
## [5141] -0.048 -0.068 -0.348 -0.498 -1.348 -0.178  0.972 -0.538 -0.788 -0.018
## [5151] -0.368 -0.238  0.332 -0.518 -0.228  0.602  0.182 -0.718 -0.998 -0.718
## [5161] -0.428 -0.648 -0.148  0.482 -1.418  0.652 -0.028  0.112  0.592  0.032
## [5171] -0.228 -0.738  1.292  0.082  0.582 -0.288  0.092 -0.338  0.362  0.442
## [5181]  0.282  0.782  0.082 -0.648  0.262  0.182 -1.188  0.282 -0.508  0.102
## [5191] -0.458 -0.438  0.892  0.892  0.632  1.142  0.532  0.572  0.912 -1.398
## [5201] -0.438  0.372  0.442 -0.428 -0.858  0.032  0.482  0.462  0.312 -0.468
## [5211]  1.122  0.482  0.472  0.932  0.862  1.372  1.052  1.092 -1.158 -1.218
## [5221]  0.092  0.832 -1.098 -0.678  0.242  1.132 -1.688 -0.588  0.782 -1.498
## [5231]  0.382 -0.568  0.142 -0.068 -0.738 -0.128 -0.038  0.762 -0.018 -0.128
## [5241]  0.672  0.652  0.832 -0.688  0.722  0.912 -0.118  0.782 -1.378  0.192
## [5251] -0.488 -0.208  0.022  0.982  1.062  1.022 -0.168  0.682  0.462  0.682
## [5261] -0.118 -0.458 -0.918  0.712  0.972  0.982  0.342  0.652 -0.298 -0.258
## [5271]  0.652  0.332  0.652  0.302  0.492 -0.808 -0.578 -0.508  1.512  1.342
## [5281]  1.342  0.252  0.942  0.032 -0.748  0.692  0.242 -0.558  0.172  0.202
## [5291] -0.838 -0.008 -1.988 -0.328 -0.428  0.092 -0.138 -0.458 -0.948 -0.308
## [5301]  0.182 -0.008 -0.218 -1.668 -0.258  0.442  1.012 -0.018 -0.758 -0.428
## [5311]  0.502 -1.648 -0.518 -0.148  1.122  0.442  0.822  0.772 -0.618 -1.008
## [5321]  2.692  0.542 -0.138 -0.228 -0.468 -1.808  0.022 -0.038  0.152 -1.038
## [5331] -0.458 -0.578 -0.058  1.342  0.462  0.202 -1.948  0.512 -1.348 -0.898
## [5341] -0.748  0.222 -0.798 -0.218 -1.298 -0.778  0.632 -0.898  0.222  0.002
## [5351] -0.338 -0.138 -0.808 -1.438 -0.618 -0.718 -0.048 -0.478 -0.548 -0.188
## [5361] -0.368 -0.558  1.042 -0.248 -1.098 -0.938 -0.898 -0.718 -1.418 -0.418
## [5371]  0.352 -0.398 -0.078 -0.418 -1.478 -0.768 -0.878 -0.588 -0.048 -0.628
## [5381] -0.678  0.742  0.032 -1.088 -0.328  0.032 -0.158  0.862 -0.018 -0.308
## [5391] -0.658  0.152 -1.108 -0.188 -0.978 -0.508  0.702  0.002 -0.078 -0.588
## [5401]  0.762  0.882  1.372 -1.528 -1.618  1.072  0.692  1.152 -0.958  0.602
## [5411]  0.932 -0.738  0.672 -0.188  0.692  0.292  0.342  0.052 -2.078  0.712
## [5421]  0.352  0.132 -1.358  0.892  1.282 -1.048  0.452 -0.988  0.082  0.602
## [5431] -0.358  0.502 -0.138 -0.548  0.812  0.402 -0.658  0.472 -0.798  0.822
## [5441] -1.098  0.472  0.162 -0.668  0.712 -0.948 -0.898  0.422  1.082 -0.348
## [5451] -0.288 -0.808  0.372 -0.808 -0.468  0.322  0.622  0.022 -0.688 -0.988
## [5461]  0.312 -0.228  0.472 -1.268 -0.038  0.022 -0.178  0.352 -0.168 -0.688
## [5471]  0.032 -0.568  0.202 -0.208  0.182  0.202 -0.378  0.172 -0.308 -0.358
## [5481]  0.622  0.312 -0.568  0.442  0.052 -0.458 -0.018  0.082 -0.238 -0.778
## [5491] -0.228  0.022 -0.998  0.962  1.002 -0.088  0.012 -0.588  1.152  0.672
## [5501]  0.342  0.152  0.442  0.102  0.762 -0.868 -0.938 -0.738 -0.038  0.392
## [5511]  0.062  0.242  0.902  0.242  1.392  0.702  0.352  1.512 -0.978 -1.228
## [5521] -0.408 -0.138 -0.008  0.802  0.422  0.242 -0.258  1.132 -1.238  1.262
## [5531] -0.648  0.872  0.742  0.332  0.222  0.942 -0.018  0.342  0.342 -0.008
## [5541]  1.202  0.532  0.112 -0.018 -0.258  1.182  0.652 -0.128 -0.318  1.182
## [5551]  0.222 -0.278  0.272  0.052  0.392  0.682  0.032  0.392 -0.008  0.792
## [5561]  0.752  1.162  0.172  0.482  0.432  0.482  0.772  0.522  0.062  0.292
## [5571]  0.792  0.592  0.902  1.422  0.092  0.552  0.612  0.612 -0.628 -0.708
## [5581] -0.468 -0.298 -0.938 -0.068  0.002  0.572  0.132  0.112  0.502  0.362
## [5591] -0.638 -0.398 -0.008 -0.308 -0.078  0.902  0.712 -1.278 -0.488 -0.658
## [5601] -0.288 -0.408  0.662  0.692  0.482 -0.208  0.252 -0.718  0.562  0.122
## [5611]  0.832  0.002 -0.008  0.182  0.742 -0.158  0.542  0.502 -0.158  0.442
## [5621]  0.822  1.032  0.272  0.192 -0.588  0.872 -0.228 -1.118 -1.078  0.472
## [5631]  0.802  0.942  1.512 -0.658 -1.238 -0.188 -1.278 -1.128 -1.128 -0.388
## [5641] -0.878 -1.968  1.512 -0.638  1.002 -0.068  0.412  0.602  0.202 -1.518
## [5651] -1.548 -0.068  0.192 -0.388 -1.168 -0.618  0.232  0.032 -0.678 -0.168
## [5661] -0.828 -0.528 -1.488  0.492 -0.158 -0.998 -1.128  0.282  0.022 -1.308
## [5671] -0.118 -0.858 -1.128 -0.978 -0.188 -1.148 -0.668 -0.238 -1.518 -0.698
## [5681] -1.038  0.002 -0.198 -1.428 -0.338 -0.938 -0.148 -0.488 -0.868 -0.358
## [5691]  0.112 -1.038 -0.738 -0.388 -1.388 -0.118 -0.368 -1.598 -1.148 -0.168
## [5701] -0.318  0.832 -0.988  0.802 -0.048  0.082  0.852  1.022  0.172  0.552
## [5711]  0.702 -0.008  0.762  1.172  0.952 -0.068  0.762  0.612  0.392 -0.118
## [5721] -0.118 -0.038  0.062  0.862  0.132  0.652  0.412  0.412  0.962  0.622
## [5731] -1.578  0.302  0.062 -0.408  1.012  0.752  0.802  0.762  0.762  0.282
## [5741]  0.862  0.342  1.262 -0.148  0.072  0.332  0.612  0.882  0.882  0.922
## [5751] -0.798  0.892  1.252 -0.588  0.912  0.902  0.932  1.072  0.412  1.422
## [5761]  1.192  0.482  1.102  0.972  0.282  0.672  1.072  0.522  0.892 -0.388
## [5771]  0.042  0.302  1.072  0.002  0.612 -0.358  0.502  0.662  0.652  1.072
## [5781]  0.792 -0.268  0.382  0.632  0.452 -0.618  0.792  0.672  0.852 -0.778
## [5791]  0.322  0.202 -0.278  1.182  0.852  0.032  0.722  0.302 -0.358 -0.318
## [5801]  1.072  0.902  1.012 -1.578  1.132 -0.198  0.812 -0.468  0.612 -0.548
## [5811]  1.102 -0.328 -0.588  1.072  0.042  0.532  0.462  0.542  0.752  0.582
## [5821] -0.208 -0.638  1.212  0.752  0.282  0.512  0.302 -0.108  0.282 -0.118
## [5831]  0.312 -0.118  0.602  0.812 -0.138 -0.438  0.222 -0.138 -0.298 -0.038
## [5841]  0.592  0.942  1.192  0.062 -0.678  0.332  0.192  0.092 -0.858 -0.498
## [5851]  0.442  0.732  0.572 -1.058  1.192  1.332 -0.588  0.282  0.292  0.402
## [5861]  0.152  0.762  0.042 -0.298  1.122 -0.428  0.462  1.342  1.272  1.452
## [5871]  0.892  0.842  0.112  0.112 -0.588  0.152  1.132 -0.158  1.102  0.732
## [5881]  0.252  0.032  0.502  0.602 -0.958  0.012  0.152 -0.468 -0.768 -0.068
## [5891] -0.818  0.532 -0.218  0.622  0.112  1.022 -1.498  0.322 -0.478 -0.738
## [5901] -0.298 -0.498 -0.798  0.592  0.792 -1.178 -0.148 -0.968  0.342 -0.298
## [5911] -1.288 -1.058  0.472  0.962 -0.158  0.502  0.382 -0.308 -0.268  1.012
## [5921] -0.018 -0.128 -1.238  0.552  1.072 -0.328 -0.838 -0.608  1.022  0.642
## [5931]  0.182  0.612  0.722 -0.358  0.112 -0.838  0.212  1.072  0.142  0.522
## [5941]  0.242  1.072 -0.138 -0.948 -0.538  1.152  0.402 -0.628  1.172  0.802
## [5951] -0.898  0.032  0.582  0.572 -0.908 -0.688 -0.808 -0.338 -0.918  0.052
## [5961]  0.802  0.462 -0.348 -0.828  0.242 -0.108  0.492 -0.028 -0.438  0.322
## [5971] -0.858 -0.468 -0.738 -0.458  0.422 -0.418 -0.378 -0.258 -0.008 -0.378
## [5981] -0.178 -0.008 -1.588 -0.328 -0.008 -0.288  0.472 -0.618 -0.508 -0.248
## [5991] -0.818  1.312  0.242 -0.298 -0.648 -0.188  0.452 -0.488  0.972 -0.148
## [6001] -0.918 -0.538  1.172 -0.098  1.282 -0.278  1.082  0.212 -0.718  1.242
## [6011]  0.582  1.222 -0.098 -0.068  0.092  0.622  0.762 -0.188 -0.548 -1.168
## [6021] -0.138  0.142 -0.038 -0.758 -0.898 -0.408  1.132 -1.288  0.382  0.042
## [6031]  0.682  0.182 -3.758  0.752  0.432 -0.498 -0.278  1.092 -0.678 -1.398
## [6041] -0.068  0.202  0.062  0.912 -0.118 -0.288  1.422  0.852 -0.488 -0.338
## [6051] -0.538 -0.228 -0.208  0.532  0.662 -0.228 -1.078 -1.028  0.242 -0.048
## [6061]  1.462 -0.458  0.202  1.202 -0.668 -0.308  0.062 -0.438 -0.148 -1.948
## [6071] -0.438 -0.868 -0.168  0.752 -0.368  0.052 -0.568  0.082 -0.168 -2.298
## [6081] -0.468  0.932  0.812  0.762  0.732  0.742  0.202 -0.398 -0.708  0.662
## [6091] -0.888  0.792 -0.918 -2.218  0.232 -0.418  0.572 -0.298 -0.728  0.322
## [6101] -0.468  0.262  1.062 -0.318 -0.148  1.192  0.782  0.202  1.022 -0.628
## [6111]  1.092  0.452  1.512  0.742 -1.178  1.332 -0.558 -0.138  1.182  0.842
## [6121]  0.332  0.502  0.842 -0.368  0.022  0.722  0.462  0.922 -0.008  0.932
## [6131]  1.052  0.592  0.722 -0.208  1.262 -0.968  0.232 -0.088 -0.128  0.092
## [6141]  1.512  0.312 -0.458  0.462 -0.188  0.832  0.762 -0.188  0.492 -0.388
## [6151]  1.452 -1.008 -0.158 -0.738  1.122  1.122 -0.018  0.202 -0.358 -0.288
## [6161] -0.188  0.272  0.922 -0.118  0.942  0.272 -1.058 -0.428  0.172 -0.578
## [6171]  0.262 -1.528  0.462 -0.208  1.082 -0.188 -0.648 -0.248  0.312 -0.178
## [6181]  1.012  0.712  0.552 -0.598  0.002  0.272  1.292  0.682 -0.228  0.542
## [6191] -0.938  0.122 -1.558  1.282 -0.478  0.442 -0.238  0.562 -0.068  0.102
## [6201]  0.442  0.172 -0.728 -0.468 -0.148 -0.468 -1.068  0.432 -1.458  1.162
## [6211] -0.188 -0.598  0.492  0.552 -0.218 -0.118 -0.648 -0.758 -0.088  0.842
## [6221] -0.638 -0.558 -0.308 -0.028 -0.748  0.132 -0.598 -0.858 -0.078  0.972
## [6231]  0.382 -1.008  0.192 -0.448  0.542  0.312 -0.448  0.662 -0.718 -0.738
## [6241]  0.552 -0.588 -0.168 -0.518  0.022 -0.558  0.132  0.192 -0.028 -1.098
## [6251]  0.642  0.442  0.572  0.512 -0.628 -0.598 -0.928  0.532 -0.248  0.282
## [6261] -0.448  1.212 -0.338 -0.118  0.682 -1.028 -0.238 -1.248  0.392 -0.188
## [6271]  0.332  0.852 -0.088 -1.058 -0.468  1.512  1.512  0.652  1.202 -0.208
## [6281]  1.032 -0.488  0.662 -1.088  0.922  0.072  0.602  1.372  0.132 -0.808
## [6291]  0.202 -0.228 -1.478 -0.828 -0.238 -0.858 -0.238  0.022  1.512  0.762
## [6301]  0.172  0.792 -0.458  1.512  0.902 -0.948 -0.938 -1.118  0.812  0.072
## [6311]  0.382 -1.068 -0.638 -0.738  0.132 -0.878 -0.348  1.022  0.632 -0.578
## [6321]  0.072 -0.398 -1.468 -0.108 -0.818  0.272 -0.928 -1.358 -0.028 -0.188
## [6331] -1.258 -0.258 -0.008 -0.228  0.192  0.532 -0.308 -1.408 -0.668 -0.678
## [6341] -0.318 -0.408 -0.498 -1.358  0.772  0.202  0.402  0.942 -1.088 -0.128
## [6351]  0.292 -0.738 -1.138 -1.938 -0.498 -0.748 -0.508 -0.688 -0.028 -1.288
## [6361] -1.138 -0.908 -0.658 -1.448 -0.658 -1.138 -0.878  0.192  0.162 -1.248
## [6371] -1.368 -0.378 -0.818 -0.608  0.792 -0.718 -0.708 -1.118 -1.658  0.502
## [6381] -2.088 -1.208 -1.478  1.122  0.452 -0.508 -0.608 -0.468 -0.538  1.242
## [6391] -0.408 -1.328 -1.078 -0.938 -0.238 -0.608 -0.578  0.462 -0.448 -0.108
## [6401] -0.368 -0.818 -1.248 -0.888 -2.108 -2.188  1.212 -2.178 -0.758 -1.448
## [6411] -0.418 -0.518 -0.778 -1.898 -0.958 -1.438 -1.268  0.532  0.052  0.032
## [6421] -0.548  0.192 -0.158  0.262 -0.158 -0.528  0.512  0.722  1.512  0.452
## [6431]  0.142  0.392  0.562  0.262  1.512  0.722  0.462  0.542  0.112 -0.768
## [6441]  0.892  0.952  1.022  0.422  0.792  1.362 -0.208  0.642  1.102 -0.488
## [6451]  1.512  0.512  0.732  0.292  0.542  0.782  1.222  1.182  0.512  0.312
## [6461]  0.302  0.192  1.042  0.782  0.632  0.852  0.952  1.512 -0.178  1.052
## [6471]  0.212  0.592  0.582  0.502  1.172  1.192  0.062 -0.138 -0.058  0.582
## [6481]  0.352 -0.108  0.102  0.972  0.132 -1.788 -0.358 -0.928 -0.838 -0.808
## [6491]  0.652 -0.008 -2.498 -0.268  0.032  0.012 -0.238 -0.178 -0.118 -0.568
## [6501] -1.058  0.612 -0.258  0.732 -0.698 -0.738 -0.878 -0.668  0.822 -0.768
## [6511] -0.648  0.652 -0.258 -0.478 -0.318 -1.158 -0.358 -1.488 -0.878 -0.148
## [6521]  1.032 -0.238  0.902 -0.438 -1.128 -0.258  0.572 -0.508 -1.008  0.242
## [6531] -0.258 -0.478  0.622 -0.598  0.312 -0.718 -0.078  0.552 -0.638 -0.078
## [6541] -1.258 -1.998 -2.028 -0.308  0.542 -1.278 -0.448 -0.058  0.322  0.182
## [6551] -1.228  0.202 -0.218  0.012 -1.148  0.922 -0.198 -1.398  0.512  0.472
## [6561] -0.868 -0.578 -0.398 -1.408 -0.538  0.182 -1.028 -1.878  0.442  0.742
## [6571]  0.062 -0.468 -1.188 -0.118 -0.238 -0.418  1.352 -0.748  0.872  0.572
## [6581] -1.258 -0.448  0.002 -0.358 -0.038  0.282 -0.598 -0.708  0.092  0.142
## [6591] -0.028 -1.268 -1.098 -0.048 -0.338  0.082 -0.918 -0.658 -0.078 -1.628
## [6601] -0.508  0.732 -0.108 -0.168 -0.138 -0.638 -0.158 -1.538 -0.508  0.032
## [6611]  0.882  0.102  0.832 -0.638  0.202 -0.648  0.072 -1.158 -1.308 -0.718
## [6621] -0.708 -0.398  0.202 -0.658 -0.598 -0.208  0.402 -0.138  0.032  0.692
## [6631] -0.268  0.222  1.372  0.822  0.712  1.342  1.512  0.612  0.882  1.032
## [6641]  0.212  0.212  1.192  0.832  0.672  1.242  0.872  0.112  0.232  0.932
## [6651]  1.072  0.272  0.882  0.482 -0.018  1.072  0.462  1.182  0.402  1.202
## [6661] -0.498  1.222 -0.428 -0.588 -0.308 -0.098  0.162  0.632  1.512  0.632
## [6671] -0.378  0.012  1.512  1.302  1.222  0.902  0.992  1.052 -0.038  0.972
## [6681]  1.222  1.332  0.512  0.832  0.722  0.932  1.072 -0.258  0.692  0.832
## [6691]  1.022  0.032  1.082  0.562  0.792  0.822 -0.078  1.352  1.162  0.372
## [6701]  0.972  0.982  1.172  0.912  1.082  0.192  0.362  0.032  0.992  0.892
## [6711]  1.002  0.772  0.742  0.872  1.422  0.602  1.512 -0.188  1.172  1.122
## [6721]  0.572  1.022 -0.018 -0.448  1.262  0.552  0.532  1.172  0.592  1.212
## [6731]  0.632  0.502  0.622  0.852  0.242  1.332  1.182 -0.828 -1.018 -0.418
## [6741] -0.888 -0.538  0.482 -0.658 -0.338  0.862 -0.528 -0.478 -0.858 -0.778
## [6751] -1.408 -0.198  0.502 -0.638 -0.818  1.182 -0.468  0.952  0.572 -0.388
## [6761] -0.638 -1.648 -0.998 -1.808  0.212 -1.358  0.192 -0.488 -1.078 -0.708
## [6771]  0.542 -0.358 -0.428 -0.028 -0.238  0.422 -0.468 -0.208  0.012 -0.978
## [6781] -1.808  0.512 -0.388 -0.228 -0.808 -2.248 -0.168 -0.838  0.232  1.172
## [6791]  0.832  0.382  1.142  0.982  0.072  0.992  0.302 -0.288  1.512 -0.398
## [6801]  0.002 -0.248  0.582  1.022  0.332  1.392  0.652  0.372  0.812  1.362
## [6811] -0.338 -0.668  0.612  0.702  0.912  0.182  0.942  0.672 -0.648 -0.538
## [6821]  1.612  1.042  0.572 -0.708 -0.108  0.982 -0.078  1.152 -0.018 -0.568
## [6831] -1.708  0.062  0.402  0.162  0.512  1.072  0.932 -0.258 -0.958  0.632
## [6841]  0.512  0.682 -0.328  1.092  1.302  0.852 -0.248  0.792 -0.018  1.092
## [6851]  1.152 -0.508 -0.788 -0.738  0.012  0.782  0.362 -0.538 -1.328 -0.388
## [6861] -0.728 -0.258 -0.798 -0.618 -0.978 -1.648  0.502 -0.618 -0.628 -1.138
## [6871] -0.868  0.072 -0.148 -0.418 -0.888  0.122 -0.128 -0.228 -0.838 -1.188
## [6881] -0.328 -0.118 -0.358 -0.858 -0.288 -0.418 -0.278 -0.038 -0.738 -0.408
## [6891]  0.642  0.652  0.002 -0.358  0.442 -1.528 -0.438 -0.708 -0.858 -0.278
## [6901] -1.358 -0.178 -0.138  0.372 -1.578  0.012 -0.238 -0.008 -0.498 -0.758
## [6911] -0.508  0.522 -0.118  0.502 -1.148 -0.278  0.082  0.132 -0.388  0.482
## [6921]  0.312 -0.178 -1.238  0.532  0.522 -0.568  0.432  1.512 -0.388  0.702
## [6931]  0.982  0.832 -0.058 -0.418  1.162 -0.018 -0.898  0.292  0.832  1.262
## [6941]  0.192 -0.508  0.202  0.852 -0.408 -0.658  0.442  0.412  1.022  1.122
## [6951]  1.122  0.062  1.222  1.282 -0.718 -0.428  0.902  1.182 -0.008  0.292
## [6961]  1.282 -0.198  0.612  0.522 -0.448 -1.008 -0.568  0.832 -0.228  0.062
## [6971]  0.182  0.032  0.832  0.512  0.812  0.262 -0.108 -0.528  0.412  1.262
## [6981] -0.308  1.122  0.362  0.012  0.532  1.512  0.732  0.192  0.012  0.262
## [6991]  0.832 -0.258 -0.758  0.342  0.322  0.442  0.472  0.662  0.282  0.492
## [7001]  0.322  0.942  0.072  0.932 -0.218 -0.128 -0.588  0.132  0.672  1.262
## [7011]  0.112  1.182  1.172  0.932  1.262  0.502 -0.468  0.202  0.742 -0.098
## [7021] -0.098  1.042 -0.338  0.042  0.052 -0.398  0.102  0.102  0.412 -0.608
## [7031]  0.032  0.272 -0.148 -0.518  1.362 -0.448 -0.538 -0.018  0.872 -0.168
## [7041] -0.078 -0.418  0.722 -0.418  0.272  1.282  0.022 -1.218  0.682 -0.098
## [7051]  0.532  0.732 -1.288  0.862  0.692  0.342 -0.038  0.842 -0.328 -0.528
## [7061]  0.792  1.052  0.242  0.752 -0.148 -0.408 -0.508  0.392 -1.998 -0.568
## [7071] -0.628  0.262  0.212  0.302 -0.568 -0.338  0.112 -0.508 -0.808  0.422
## [7081] -0.838  0.912  0.032  0.022 -0.968 -0.238 -0.068 -0.218  0.172 -0.588
## [7091]  0.412 -0.238  0.282  0.662 -0.338  0.322 -0.368 -0.228 -0.718 -0.688
## [7101] -0.138  0.172  0.752 -0.008 -0.538  0.472  1.012  0.502 -0.538  0.312
## [7111] -0.748 -0.188  0.302  1.382 -2.008  1.512 -0.558 -0.508  0.212 -0.378
## [7121]  0.442  0.482  1.072  1.212 -0.198 -0.858  0.852  0.762  0.882  0.212
## [7131]  0.522  1.242 -0.308  0.802 -0.258  1.212  1.612  0.332  1.012 -0.858
## [7141] -0.708  0.402  0.912  0.032  1.422 -0.138 -0.058  0.552  1.152  1.132
## [7151]  0.322  0.002  1.512  1.082 -0.598  0.522  0.932  0.542 -0.048  0.972
## [7161]  0.532  0.842 -0.008  0.762  0.762  1.002  0.502 -0.068  0.882  1.282
## [7171]  0.112  0.952  0.922  0.362  1.302  0.512  0.602  1.212  1.022  1.612
## [7181]  1.512 -0.038  1.332 -0.008  0.792
table(cut(SES,4),d$Mi)
##                 
##                    No  Yes
##   (-3.76,-2.15]     6   17
##   (-2.15,-0.533]  971  826
##   (-0.533,1.08]  3723 1029
##   (1.08,2.7]      511  102
# Nhận xét: Tình trạng kinh tế xã hội theo dân tộc thiểu số số cho thấy số 5211 người (chiếm 72,5261%) không phải là người dân tộc thiểu số, còn 1974  người (chiếm 27,4739%) là người dân tộc thiểu số, tình trạng kinh tế xã hội trong khoảng (-3.76,-2.15] chiếm tỷ lệ thấp 3.1011%, người dân tộc thiểu số trong khoảng này nhiều cao hơn người không phải người dân tộc, trong khoảng (-2.15,-0.533] và (1.08,2.7] chiếm tỷ lệ vừa phải dân đa số là người không phải dân tộc thiểu số, tình  trạng kinh tế xã hội trong khoảng (-0.533,1.08] chiếm tỷ lệ cao nhất đặc biệt là dân không phải dân tộc thiểu số (gấp hơn 3 lần người dân tộc thiểu số).  
table(cut(SES,4),d$Se)
##                 
##                  Male Female
##   (-3.76,-2.15]     7     16
##   (-2.15,-0.533]  791   1006
##   (-0.533,1.08]  2249   2503
##   (1.08,2.7]      343    270
#Nhận xét: Tình trạng kinh tế xã hội theo giới tính cho thấy 3390 người (47.1816%) giới tính nam và 3795 giới tính nữ (52.8184%), tình trạng kinh tế xã hội theo giới tính trong khoảng (-3.76,-2.15] nam chiếm tỷ lệ thấp hơn nữ, trong khoảng (-2.15,-0.533]  chiếm tỷ lệ vừa phải nữ nhiều hơn nam 215 người và (1.08,2.7] chiếm tỷ lệ vừa phải nữ ít hơn nam 73 người và (-0.533,1.08] chiếm tỷ lệ cao nữ nhiều hơn nam 254 người.
MAT <- d$Ma #gán biến Ma vào MAT 
MAT #xuất dữ liệu biến MAT
##    [1]  5.876 19.708 20.349  8.781 17.898  4.583 -2.832  0.523  1.527 21.521
##   [11]  9.475 16.057 21.178 20.178 20.349 20.508 19.338  4.145  2.927 16.405
##   [21] 13.653  6.558  9.653  3.154  4.753 21.721  5.166  6.399  6.821  9.255
##   [31]  3.745  0.858 11.542 13.255 10.557  0.868  8.296 -1.688  2.059  6.714
##   [41]  0.122  2.381 16.336  6.134 23.584 14.053  2.183  7.857 10.171 15.699
##   [51] 22.919 10.664 13.543 18.207  5.552  7.416 18.792  1.575  3.534 20.173
##   [61] 10.772  2.619 21.300 19.527 18.402 20.690 21.437  7.519 18.397  4.617
##   [71] 23.578 12.810 12.668  0.781  4.968 23.172  8.278  6.244  1.326  2.359
##   [81]  6.757  6.251  3.404 22.201 -1.353 -0.014  5.216  3.587 11.162  5.982
##   [91]  2.814  7.272  8.895  8.773 12.176  3.052  6.834  3.255  6.355 11.589
##  [101]  8.080 19.822 14.239  1.170 -1.127 10.840  6.778  9.449  5.995  4.765
##  [111] 14.399  6.588 11.026  7.095 12.721  5.520  7.353  7.095  9.999 10.715
##  [121] 13.233 13.952 13.757 13.970 23.434  9.162 23.818 15.998 16.039 24.993
##  [131] 15.657 16.258 10.546 17.615 21.116  6.493  2.512 22.393 21.488 22.676
##  [141] 12.862  8.961  4.756 21.405 20.748 18.362 14.752 11.290 10.493 10.956
##  [151] 21.405 23.355 12.283  9.257 11.502 20.039 21.405 23.736 11.027 17.203
##  [161] 10.661  7.031 13.677 13.373 10.121 10.394  6.973 11.064 11.531  8.253
##  [171]  7.142  3.220 15.784 17.246  9.337 15.555  8.382 11.621  4.810 17.869
##  [181]  8.057 11.794 18.939 20.261 10.066 20.236  4.508 18.827 -1.347  8.054
##  [191] 15.655 11.648 11.629 18.687 -0.827  7.870 18.115  3.792 11.030  7.564
##  [201]  3.465 15.038 10.184  2.933  8.438  7.519 18.735 10.190 16.294 10.650
##  [211] 10.301 17.811 14.646 17.191  8.690 21.142 16.499 14.591 16.663 -2.155
##  [221]  0.085 18.804  2.409 16.759 18.948 10.593 15.557 23.419  0.333 -2.002
##  [231] 24.041 -2.657  7.603  5.803  3.931  8.268  1.344 16.449  2.881 20.930
##  [241] 22.086  7.653  8.082  5.503  9.004 12.063 12.907 18.496 20.323 22.682
##  [251] 14.198 24.044 19.571 22.183 16.676 23.327 16.394 23.032 18.586 15.246
##  [261] 20.731 20.447 23.572 17.571 24.993 24.421 11.478 24.812 22.093 18.716
##  [271] 23.392 15.992 13.254 24.812 22.086 24.479 16.724 20.628 14.544 19.033
##  [281] 18.727 24.133 18.770 21.803  9.561 15.132 22.387 22.578 18.763 18.301
##  [291] 15.879 20.424 23.072 13.120 18.844 17.495 15.615 11.001 17.103 21.560
##  [301] 19.419 18.471 22.868 14.138 23.271 13.472 17.465 16.038 22.455 18.984
##  [311] 12.535 16.568 22.592 16.886 22.985  6.798  5.510 24.479 18.827 20.268
##  [321] 24.993 15.060 20.818 18.330 18.140 12.962 24.545 13.314 16.929  3.796
##  [331] 14.581 18.719 12.595 17.326 15.918 23.088 18.259 23.517 14.157 17.999
##  [341] 18.858 22.183 24.993 20.928 22.461 18.322  2.895 21.007 18.471 24.480
##  [351] 18.471 18.831 18.114 22.685 -0.338 21.090 -2.832 17.483  1.967  7.718
##  [361] 19.043 20.133 22.289 14.277 10.189  9.607  6.125 23.818  6.340  9.437
##  [371]  8.168  4.310  6.986 21.452  9.167  9.625  0.722  3.115 23.066  4.518
##  [381]  5.337  4.103 15.794  1.975  2.693 13.809  7.964  2.142  6.035 17.996
##  [391] 20.792  9.909  5.189  7.772 12.074 15.103 11.252  1.283 16.975  8.762
##  [401]  6.789 12.283 11.479  9.071  9.474 12.089 16.534  6.331 10.386  8.163
##  [411] 18.801 22.581 16.095  5.321  3.819 14.150  3.976  3.846  5.238  9.349
##  [421] 23.765 22.840  1.606 19.269 17.191 16.288  7.106 20.714 18.171 21.951
##  [431] -2.832 20.246 21.750 16.337 16.061 11.724 19.401  2.186 23.204 12.755
##  [441] 14.076 22.493 22.714 11.031 18.777 24.107 23.004  8.136 10.714 12.590
##  [451] 14.732 22.396 16.304 16.190  7.275 14.809 -0.203 17.967 24.247  6.946
##  [461] 17.791  8.856 10.349  9.440  4.999  7.873 17.007 16.262  0.466 18.887
##  [471] 24.812 15.245 14.958 12.508 21.853 20.844  5.418  5.608 18.352  5.949
##  [481] -1.462  4.087 10.258 21.791  1.365  1.730  5.093 17.572 11.211  6.018
##  [491]  6.394 14.681 11.868  2.404  2.042 11.685 -0.818  6.718 13.720 21.907
##  [501] -2.195  8.519  1.679 -1.744  6.795  4.179  7.709  5.350  0.259  7.983
##  [511]  9.901  2.497 23.542 13.571 21.421  3.676  4.856 14.056  1.670  8.401
##  [521] 10.964 11.955  1.647  4.267  5.376  6.672  8.532  5.681  2.727  7.880
##  [531]  4.213 10.524  5.571  4.062  9.826 -0.538  7.032 -1.437  3.770  6.689
##  [541] -2.832  1.740  4.814  7.723  3.595 24.993 17.621 18.052  7.138  2.202
##  [551]  6.065 11.613 -1.211 14.536 -2.374 20.394  5.870 14.449 20.455 22.826
##  [561] 16.801  9.995 23.482 17.985 14.630 16.667 14.171 20.115  4.805 22.107
##  [571] 21.122 10.484 21.028 24.457  0.901 13.830 23.345 22.222  7.865 14.798
##  [581] 11.586  7.297 21.556 18.386 23.062 12.150 24.247 18.531  4.940  7.663
##  [591] 16.426 24.479 22.590 18.189 15.602 11.040 12.916  6.992 24.479  8.609
##  [601] 12.152 21.572 17.926 -1.603 23.231 10.257 20.194 16.312 17.127 20.660
##  [611] 12.165 18.478  7.892  8.645 17.342  8.357 13.907 23.096  7.539 23.286
##  [621] 14.593 22.053 12.500 23.930  4.605 15.322  5.690 18.638 17.060 19.385
##  [631] 17.416 20.664 22.585 16.000  7.327 12.279  8.132  4.967 16.387 24.993
##  [641] 21.084 22.337 12.398 24.041 23.856 20.514 23.023 11.015 15.630 23.613
##  [651] 16.903 13.926 17.344 20.979 11.204 22.116  9.468 18.211 22.681 21.991
##  [661] 14.130 20.088 24.479 22.288  3.209 14.702 12.606 24.993  9.154 19.017
##  [671] 21.062 18.040 11.075  7.840 22.326  1.755  7.341 23.834  4.784  8.755
##  [681]  7.833 11.710 22.986 16.863  2.913 21.883  6.358  7.938  7.937 22.254
##  [691]  8.375 18.362 12.624 14.393 19.117 22.354 17.672  3.605  7.778 14.635
##  [701] 10.790  6.149  4.468  3.209 11.625 19.622 16.028 12.927  9.733 20.932
##  [711]  7.054  4.461 18.399 15.332 11.536 15.893  5.912 23.108  5.129  9.320
##  [721]  8.255  4.756  9.184  6.210 14.699 15.463  2.796 15.564 13.452 16.257
##  [731] 19.887 11.883  2.731  4.696  1.227 15.608 24.297  2.625 22.167 10.916
##  [741]  5.366  9.004 13.732 19.118 23.736  4.328  6.720 12.692 19.624 16.604
##  [751] 16.569 11.470 10.275 20.633 17.075  5.958 12.663 13.684 17.699 16.658
##  [761] 23.449 23.822  7.847 18.460 22.136 21.007 23.141  7.237 22.057  4.206
##  [771] 17.560 12.281 17.706 20.026 21.744 17.163 11.373  6.795 23.159 14.315
##  [781]  3.510 10.983 13.021  7.956  8.782  7.155 17.536  4.786 14.150 19.604
##  [791] 16.841 17.839  6.078 11.210 12.497 23.529 18.196 16.353 20.628 24.707
##  [801] 21.009 21.890 22.160  8.438  9.796 23.955 16.760 16.302 19.196 11.457
##  [811] 20.300 14.845  2.957  3.472  4.261  6.328 10.308  4.097 10.240  8.089
##  [821]  6.932 20.906  3.522 13.643 12.865  8.642  5.252 15.778 10.371  3.235
##  [831]  4.782  3.677 18.532  1.938  8.293 12.412 16.130  2.891  6.701 12.075
##  [841] 10.425 12.573  9.146  4.559  2.380  8.309  6.061  6.098 16.248  2.462
##  [851]  4.069 15.922 18.118 13.484  4.579 14.009 -1.722  4.322 10.920  5.081
##  [861]  5.449 12.725 14.231  8.338 18.592 14.476 11.975 10.967 22.731  9.048
##  [871]  2.837 21.723  5.467  6.180 16.405 12.823 15.256 12.746 10.246  8.940
##  [881] -1.005 17.401 15.192 16.174 12.433 16.331  6.510  4.082  6.444  2.734
##  [891]  4.005 14.364  5.624 11.896 12.313 10.839 12.199 15.062 11.356  6.292
##  [901]  7.141 10.168 10.567 12.356  5.074 10.581 13.882  2.095 15.898 14.090
##  [911] 11.010  6.407  2.079 13.632 15.303 10.264 10.004 15.857 18.534 10.927
##  [921]  9.318  9.917  6.727 14.901 13.344 16.557 14.038 10.067 10.743 21.352
##  [931] 11.658 17.251 16.406 14.009  7.594 -0.602 -0.928 14.558 11.596 15.085
##  [941] 20.108 24.404 23.744 17.563 23.696 24.344 14.767 18.836  4.472 20.346
##  [951]  6.920 24.993 20.255 13.082 21.774 19.484  8.572 21.206 21.218 18.736
##  [961]  9.294  4.807 17.540 13.669 20.389 23.188 13.853 21.435 11.351 21.085
##  [971] 21.185 10.038 17.242 11.655 15.076 10.529 10.951 18.487 14.499 22.120
##  [981] 12.356 11.230  6.902 18.254 22.901 11.571 24.993 11.320 21.403 14.005
##  [991] 19.153  7.814  9.829 22.631 23.044 22.743 17.205 12.071 19.161 12.332
## [1001] 22.681  4.928  9.142 24.488 13.666 21.451  5.520  9.090 21.299  9.922
## [1011] 17.666 13.095  8.387 20.210  8.056 23.534 15.496  5.215 13.879  6.952
## [1021] 11.466  9.490 22.466 15.287  5.360  2.454 20.689 18.814 16.793 10.621
## [1031] 10.138 11.333 10.352 19.322  6.451 16.445 13.071 15.096  9.018 10.278
## [1041] 11.406 21.186 12.293 11.960  9.327  7.278 10.811 10.838 15.614  0.462
## [1051] 23.126  0.436 20.276 11.854 11.796  6.681 14.965 19.048 -0.150  5.794
## [1061]  7.854 13.718  5.509 23.294 -2.422 17.691  3.031  9.067 17.590 16.866
## [1071]  2.851  7.268 14.486 24.012  7.056 12.031  7.003  7.262 14.525  4.076
## [1081]  5.191 16.510 17.246  3.678  0.861 -0.260 14.484 10.623  2.669 18.706
## [1091]  9.273 19.114  8.125  6.415 13.456  4.667  5.316 19.112 16.900 19.698
## [1101] 17.776 20.733 10.941 18.860 18.392 12.087 16.605 12.090 24.993 21.453
## [1111] 17.178 19.963 16.036 18.227 22.412 17.262 12.712 22.841 22.437 17.212
## [1121] 11.594 17.008 13.369 19.470 17.064 21.537 11.453 12.838 10.810 16.602
## [1131] 22.387  9.628 14.569 22.381 17.491 20.592 11.739 19.698 15.184 18.236
## [1141]  2.810 23.590 24.247 22.039 22.541 12.738 18.770  9.843 11.436 12.841
## [1151] 22.354 20.372  7.359 21.511 11.331 18.240  6.624 12.141 15.039 14.276
## [1161] 24.993 21.004  7.775  9.463 10.274 17.489 10.350 23.700 -2.544 11.136
## [1171]  9.414 18.085 15.991 10.530 11.221 24.812 13.897  2.570 10.167 15.783
## [1181] 15.397 17.411  6.759 17.917  6.745 15.246  7.693 18.336  7.089  8.640
## [1191] 21.656 22.421 18.301 16.488 11.437 19.780 19.628 21.665 10.630 16.231
## [1201] 20.891  2.882 10.861 14.691 12.327  3.599 23.792 15.180 21.592 19.242
## [1211] 14.189 12.134 13.097 13.913 11.437 11.116 19.111  9.026 11.476 19.188
## [1221] 22.354  4.099 22.507 21.076  9.696 11.684  5.547 16.089 22.193 13.635
## [1231] 16.748 14.209 19.688 18.323 11.320 15.967 17.776  7.213 15.864 16.306
## [1241]  6.611 14.444 14.218 10.781 13.667 19.931 13.217 17.705 22.971 10.647
## [1251]  4.819  3.139  5.241 17.968  1.020  2.908  2.006  3.757  2.776 16.579
## [1261]  5.147 23.056  2.212  6.535 10.127  4.773  2.132 10.793  8.065 -1.482
## [1271]  6.597  9.631  2.227  4.676 -0.831  4.897  6.166  3.861 11.041 -1.892
## [1281]  2.699 13.295 -0.763 13.807  3.089 20.618  8.978  6.208 11.076  0.420
## [1291]  9.832  9.962  8.016 12.146 20.648  9.011 12.200 16.845 15.189  5.889
## [1301]  7.195  4.706 12.156 11.076  3.992 17.492 22.492  2.255  6.873  8.364
## [1311] 22.245 16.992 23.992  8.100 14.937 10.816 -1.923 13.972 18.038 21.981
## [1321] 12.432 13.055 -0.687  4.970  2.983  8.997 20.663  5.678 -2.544 15.129
## [1331]  7.248  7.582 10.892 19.962 22.180  6.248  5.108  4.976 13.933 17.890
## [1341]  5.999  8.547 12.407 14.811 15.900 12.090  3.715 21.934 16.625 12.526
## [1351]  4.066 14.117  3.280 20.533 13.168 14.410 14.318 -1.725 -0.625 14.746
## [1361] 16.068 19.514  1.270 22.559 17.231 11.087 18.557 14.520 15.010 12.504
## [1371]  4.541  7.949 16.614  7.448  8.571  4.961 15.570 17.205 20.854 14.665
## [1381] 23.261  7.020 11.371  9.459 12.779  5.368 19.280 12.860 23.447  7.980
## [1391] 14.366 12.164 16.154 13.662 22.388 18.324 10.639  4.616 13.242 15.631
## [1401] 13.355 18.233 22.924 13.330 16.226  9.418  3.291 12.612 16.533 16.172
## [1411] 16.757 18.079 13.816 -0.929 -0.279 18.037 18.190 13.081 11.027  5.770
## [1421] 10.720 13.466 15.498 19.082 16.587 21.081 18.264  9.891 13.237 23.665
## [1431]  7.236 12.625 22.643 17.796 15.684 14.642 23.785 10.989  7.124 20.627
## [1441]  9.433 12.083 11.374 23.108 22.295  9.947 20.438 14.170 18.734 17.499
## [1451] 20.124 20.300 20.929  5.869 22.428 21.614 20.021 17.117 17.988  3.111
## [1461] 19.737 20.136 21.140  8.448 15.941 22.694 14.546 22.167 21.738 24.479
## [1471]  8.879 24.993  2.708  1.467  5.666  6.490 14.487 19.670 10.159 17.824
## [1481]  5.853  2.482 20.586  3.358 17.956  6.012  4.097 11.419 19.581 10.447
## [1491]  3.835  8.735 24.812  2.542 22.038 12.812  2.531 17.314  6.629 11.070
## [1501] 10.930  6.584  9.528  6.966 17.129 12.749 13.353 23.217 18.901 10.738
## [1511] 11.930 10.896  6.324 24.993  6.759  4.494 11.226  0.488 22.896 21.657
## [1521] 12.176 21.071 -2.832  7.558 18.739  5.744  7.680 14.324  8.252 18.192
## [1531] 19.244 17.634  4.988  8.923 10.187  9.595  6.086 22.886  1.317 14.660
## [1541] 17.606 13.495  7.267  7.952 14.442 10.200  9.589 21.020 -0.809  8.321
## [1551] 20.884 23.623  1.955 17.432 21.255 16.656 17.465 14.834 16.251 10.226
## [1561]  8.355  5.834 21.605 22.483  8.127 21.059  5.849 11.555 17.703 13.528
## [1571] 18.498 12.654 12.472  8.635 16.931 19.715 21.739 11.127  6.522 10.707
## [1581] 12.557 19.676 16.733 19.715  8.775 21.085  7.576 14.698  7.645 17.883
## [1591]  2.991  6.464  5.608 14.189 17.847 11.570  1.536  4.925 13.570 13.604
## [1601] 17.634 -1.423  4.064 21.499  4.289  5.852  4.098  1.624  3.489 11.744
## [1611]  0.609 18.137 -1.732 14.873  6.258 -0.576  4.627  0.384 10.342  0.239
## [1621] 24.247 10.428 14.199 17.695 15.034 14.447  0.578  5.163  0.426 13.096
## [1631] 18.929 16.190  6.245  5.514  0.936  5.898  2.191  0.643 21.791 21.140
## [1641] 22.418 20.752 23.029 13.969 24.993 19.192 22.639 15.507 20.192 24.401
## [1651] 17.099 22.016 24.401 15.119 13.823 21.020 16.930 20.249 21.345 16.162
## [1661] 16.317 22.845 19.290 24.479 11.616 18.008 19.120 19.689 23.002 18.860
## [1671] 16.825 22.219 18.092 17.209  9.139 18.608 20.577 13.859 20.682 17.246
## [1681]  9.574  6.315 17.979 21.396 10.175 14.192 16.130  3.507 13.641  9.476
## [1691] 13.207 16.358 24.107  7.630 17.470  7.089  3.493  4.933  7.756  4.244
## [1701] 17.727  3.066 22.835  0.635  8.297 14.608  7.128 15.140  2.776 12.825
## [1711]  2.980 19.253 -0.535 21.935 10.960  1.310  0.431 14.888  9.699 -0.836
## [1721]  8.533  0.495  8.144  6.445 19.705  9.527 -1.009 13.142 18.421 20.998
## [1731]  1.568 -1.011 22.221 21.474  0.495  1.263 17.047 13.695 20.640 20.633
## [1741] 20.317  7.119  9.408 17.372 13.491 17.485 21.485 11.153 12.377  3.180
## [1751] 10.309 16.722  5.696 17.717 20.159  8.732 -1.100 10.899  8.613 15.741
## [1761] 16.495  5.531 22.377  7.008  5.229 12.215 14.920 13.009 -0.008 15.898
## [1771]  6.993  7.700  6.428 12.867 20.811  5.783 18.846  2.285 16.208 22.311
## [1781] -1.215 19.696 22.854 15.408 14.382  5.137  9.819 20.025 22.012 16.083
## [1791] 21.474 17.756 19.702 11.789  7.395 12.158 11.461  4.094 10.755 21.164
## [1801] 15.936 14.254 14.128 16.420 17.291 22.245 24.319 24.993 22.781 16.205
## [1811] 16.670 14.069 17.839 -2.528 13.555 21.011  8.057 17.393 14.940 11.591
## [1821]  8.656  3.571 10.857  6.151 13.335 21.468  3.617 22.151 17.699 18.828
## [1831] 17.757 10.247 20.066 19.287 17.706 13.261  9.664 18.686 -0.451 20.069
## [1841] 17.390 13.656  2.172 11.485 22.522 16.080 21.175 22.989 10.546 16.267
## [1851]  4.395 15.792 20.051 18.331 20.458 12.246  7.748 24.812 17.491 19.167
## [1861] 20.082 14.116 17.908 23.090 10.975 13.758 22.091  4.230 15.095 11.913
## [1871] 10.447  0.363 11.141  8.298  2.380  4.838  4.500 14.970  4.896 12.177
## [1881] 14.987  1.314  4.007 17.404 17.599  8.139  3.242  0.036  2.211  5.270
## [1891]  7.731  6.953  4.635 18.384  6.920  4.828 16.941  8.339  4.784 19.106
## [1901]  8.896  3.027 14.065 16.773 12.032 16.855  8.486  5.826 12.818 24.993
## [1911] 23.080 13.592 14.926 17.580 13.564 24.993  8.789 23.127 12.714 18.934
## [1921]  6.466 18.051 22.254 13.128 23.818  1.439  5.576 19.710 -2.094  2.986
## [1931] 22.553  1.791 19.482  2.982 14.932  8.491 22.344 20.360 15.751 19.572
## [1941]  6.251 10.161 20.953  7.024 12.152 16.213  9.781 -2.500 14.184 -1.237
## [1951] 15.562  9.519  7.537 12.144 18.943 18.282 11.922 16.781 22.317 23.054
## [1961]  0.996 13.306 21.848  2.204 12.782 16.163 15.930 19.805 23.054 22.661
## [1971] 11.461  6.246 24.993 14.997 13.567 22.856 10.060  5.719  7.341 17.632
## [1981] 15.569  7.554 16.206  9.355 11.531  7.410 23.619 10.749 18.119 22.896
## [1991]  3.628 13.063 13.033 12.143  8.879  6.980  6.652  4.361  3.377 13.294
## [2001]  4.388  4.972 17.262 16.297 12.815 13.233 24.301 -0.417 13.276  5.305
## [2011]  2.781 13.188 14.700 21.054 12.381 22.616  5.453  6.410 14.870 15.227
## [2021] -0.598 17.060 22.697 11.147 17.175 12.905 14.594 24.993 -1.095  5.637
## [2031] 20.708 10.064  8.200 14.340  5.271  6.933 13.531  2.697 12.221 16.269
## [2041]  0.155 18.275  2.066  7.783  8.285  7.378  5.227  3.486  8.869 15.436
## [2051] -2.832  3.079  6.659 21.669 19.026  2.322 12.873 10.538  7.441  9.481
## [2061] 23.116  1.155 20.537  5.404 -0.704 19.052 16.637 14.117  0.114 14.413
## [2071]  4.820  5.888 17.617 -0.227  3.833 10.298 -0.009 18.863 13.874 13.824
## [2081] 19.372 21.296 24.107 20.232 24.401 15.381 22.779 13.774 18.072 15.127
## [2091] 23.163 18.013 16.703 19.561 22.245 21.508 15.642 22.667 20.877 22.273
## [2101] 21.828 24.993 16.374 16.622 13.571 18.049 20.784 16.641 17.280 21.872
## [2111] 24.812 22.801 20.961 20.786 20.621 21.444 20.319 21.038 19.800 23.817
## [2121] 23.830 23.090 19.606 21.378 12.046 24.147 12.663  4.259 14.653  3.243
## [2131] 13.372 14.035 16.807 20.251 19.222 18.402 13.488 21.797 13.707  3.213
## [2141] 19.800 14.261  4.845 13.094 21.444 21.035 10.276 19.268 21.366 20.514
## [2151] 15.495 19.987 24.076 19.707 15.019 18.704 20.707 17.769 12.357 21.051
## [2161] 18.280 21.539 17.922 20.064 19.083 16.850 17.581 10.937 14.755 11.785
## [2171] 16.289 19.958 19.680 15.517 16.848 18.808 21.688 16.686  7.007 20.193
## [2181] 15.165 10.491  7.605 17.419 23.294 20.432 14.298 14.418 22.418 10.986
## [2191] 13.816  7.846  4.769 12.938  9.513  8.870 10.953 16.741 19.923  4.237
## [2201]  5.813 22.468 19.258 11.363  4.487 12.350 17.867 15.259 17.932 17.594
## [2211] 19.406  7.931 10.527 12.543  4.480 12.470 18.148  8.480  1.260 23.168
## [2221] 15.237  2.210 11.038  4.360 -0.060 -2.142  2.913  2.117 17.225 16.494
## [2231] 22.969  9.246 18.938 16.730  6.680  2.834  8.753  8.167  5.383  0.432
## [2241] 17.449 12.114 16.069 13.543  6.913 17.550 -2.582 -2.832  4.250  8.456
## [2251] 18.417 13.957  4.270 13.510 10.121 17.361 21.010 13.419 15.733 21.199
## [2261]  9.870 13.037 18.261 14.916  4.799  4.872 12.164 16.902 14.908 17.915
## [2271] 22.713 18.940 14.811 21.734 22.293 16.439 17.522 22.384  1.443 14.460
## [2281] 24.545 14.387 15.053 21.034  4.695 11.691 14.630 15.045 16.854 17.409
## [2291]  3.005  8.924 23.336 23.822  6.207 18.111 22.813  8.622 21.310  2.785
## [2301] 14.759 23.619 11.267 16.139 14.598 23.723  8.565 15.896  9.030 11.243
## [2311]  8.633  9.949 20.863 14.126 13.942 17.007 18.874  5.228  9.993 13.301
## [2321] 16.428 19.533  8.920  9.762 22.357 21.776 19.899 12.565 22.688 19.128
## [2331] 22.040  2.832 21.136 13.156 17.508  5.122  7.147  3.448 17.736 20.048
## [2341]  3.967  0.930  3.008 11.809 12.267 21.082  8.043  8.152  6.504 -1.073
## [2351]  2.984 13.382  2.671 18.610  5.528 12.486  1.471 -1.712  2.993 23.205
## [2361] 23.053  3.583  6.506 24.993 23.413  8.141  4.858  1.912  2.957 16.732
## [2371]  0.008  3.973 11.771 17.662  8.464  6.690 15.549 -1.045  1.125  5.891
## [2381] 12.864 11.233  1.076 21.734  1.776  7.838 21.161 23.363 21.023 24.138
## [2391] 19.719  7.043 22.022 18.839 17.999 20.358 20.449  5.425 18.309  8.156
## [2401] 22.031 14.129  7.762 15.969 18.614  6.928 21.935 17.308 21.444 19.620
## [2411] 19.566 20.677  1.840 11.178  3.078 19.906 15.102 10.226 14.372 11.252
## [2421] 13.589 14.073 11.021  6.938 18.032  3.780  0.583  4.215 10.160 23.152
## [2431] 16.286  8.147  4.285  4.720 12.963 13.207  8.845 13.695 10.921 15.469
## [2441] 15.554  9.283 10.957 11.411 16.918  1.133 12.889  8.741  0.525  4.054
## [2451] 10.712 16.977 -1.254 12.542 11.598  6.196 13.162  9.542 12.647 17.570
## [2461] -2.832 17.517  4.522 17.241 -0.128 20.067 17.701 12.223  8.998 23.140
## [2471] -2.832  6.189 15.271  8.067 13.131  5.206 -1.922 20.271 -0.568 23.855
## [2481] 19.359  8.052 23.912  9.431 14.477  5.902 17.321 -2.559 19.716 11.522
## [2491] 21.964 10.911  1.242  8.494  3.115  0.066  4.418 18.031 13.740  4.521
## [2501] 20.579  8.494  1.248  1.316 16.706 21.512  3.441 22.894 -0.167  5.649
## [2511]  8.291 22.805 10.294  8.570  9.137 10.041 24.133 16.830 21.067 10.882
## [2521]  9.545 16.250 17.068 11.128  9.478 12.112 17.645  9.790 13.003  8.949
## [2531] 16.003 23.371 16.158 21.923 20.116 23.443 17.732 10.112 20.322 13.402
## [2541] 13.697 12.424 16.261 20.583 22.365 12.050 18.182 20.305 12.176 24.623
## [2551] 11.715 12.005 15.513 21.200 23.053 22.284 19.685 18.325 14.045 22.735
## [2561]  8.675 14.401 18.628 22.862  0.785  7.293  2.543 16.815 13.392 15.850
## [2571] 10.853  5.290  4.723  5.816  4.765 15.770 22.835  2.875 11.290  3.631
## [2581]  6.215 18.368 14.728 23.736 14.770 18.472 19.277 12.535  5.924  8.141
## [2591] 19.740 22.056  9.178 21.434 13.282  7.557  6.373 13.388 19.845  8.640
## [2601]  6.098 24.079 14.700  5.112 11.744 14.543 13.424  9.408  0.492  9.090
## [2611] 14.430  9.086 11.489 10.613  9.660 14.805 23.664 10.786 22.677 15.041
## [2621] 15.241 12.924 17.995  1.918 23.696 21.386 -0.052 11.376  7.944  9.008
## [2631]  3.693 15.008  8.199  0.023 17.075 11.198 19.423  2.913  3.197  7.264
## [2641] 16.354 19.654 20.518 10.313  2.558 19.956 19.138  5.924  3.036 13.352
## [2651] 19.056 -1.476 15.802  5.253 19.612 20.990 17.147 23.339  3.158 13.568
## [2661]  8.769  5.092 12.847 17.031  4.875 15.753  8.693 21.469 22.804 16.301
## [2671] 22.708  9.989 16.865 12.145 13.835 21.684 14.913  9.533 21.605 17.043
## [2681] 19.989 10.863  9.947 13.715 18.596 19.798 22.906 24.479 -0.425  8.531
## [2691] 13.492 15.828 14.083 14.265 16.165  4.842 16.585 15.206 15.102 13.056
## [2701] 17.330 22.443 16.921 16.498 16.331 16.344 11.747 18.595 10.205  8.740
## [2711] 19.007  2.649 -1.231 12.769  3.356 18.256 11.662 22.519 20.148  8.878
## [2721] 14.613  2.910 14.054  7.240 -1.775  7.320 18.057 19.493  4.178  4.722
## [2731] -0.562  1.120 16.955 12.144 10.325 12.909 14.807  8.462  5.545 10.869
## [2741]  5.376  8.960 10.092 23.723 13.259  6.293 22.461 24.479  1.505  4.172
## [2751] 21.445  0.976 22.723 -1.646 20.682 17.527 19.706 19.666 18.506 22.732
## [2761] 11.429 23.172 18.269 23.057 18.577 22.923 14.311 22.963  9.212 12.055
## [2771] 15.297 15.205 16.001 13.684 24.364 14.148 23.468  4.540 20.672 10.081
## [2781]  4.650  3.454 14.500  2.245 16.003  5.658  6.160 14.270 11.843 11.214
## [2791] 14.669  9.296  3.457 12.369 18.708 18.872 22.676 17.503 20.427 22.489
## [2801] 16.375 17.773 12.206 19.447  6.240  3.687 11.733 22.419  5.962 13.910
## [2811]  8.638  3.319 -0.164 19.429 15.450 12.781 18.190  9.948 22.236 12.107
## [2821] 20.592  9.830 12.885  6.958 20.706 21.580 12.632 18.334 11.399 21.323
## [2831]  4.387 12.531 15.017 -2.016  3.355  7.454 19.731 18.336 19.589 15.192
## [2841] 10.872 11.555  3.316 14.684  7.971 24.479  2.429 20.173  9.411 22.967
## [2851] 11.126  9.247 10.413 10.582 -0.203  1.356 10.257 24.247 17.737  9.955
## [2861]  8.260  7.510 18.328 23.398 19.211 18.509  6.193 23.560 18.582 12.179
## [2871] 17.343 13.119 19.125 22.318 21.978  4.427 14.980 15.522 21.606  3.034
## [2881] 13.444 22.947 18.891 18.228 17.984 20.375  5.758 21.813  6.129 18.234
## [2891]  1.500 17.309  4.578 15.275 21.950 12.957 13.734  4.858 13.853 19.254
## [2901]  5.684  8.636 12.071 12.100  5.662 10.779 20.005 23.814 18.510 10.703
## [2911] 14.470 12.769  4.890  8.439  2.470  1.129 14.495 16.063  0.280  0.179
## [2921] -1.853 14.934 10.809 12.809  1.813  5.023  6.045 14.992  8.663  8.511
## [2931] 13.880  9.871 11.868  8.168  0.772 11.785  2.510  7.289  6.549  1.012
## [2941]  5.009 11.698 16.339  3.907  7.424 11.020 12.782  8.854  7.538 20.468
## [2951] 16.209 16.654  2.690  3.023  6.207 23.239 11.969 12.017 13.470 14.526
## [2961]  6.848 18.808  9.751  7.957 17.519 13.102  5.581  2.057  9.255  3.248
## [2971] 21.754 18.500 18.416 13.502 15.362 13.331  5.427 20.972  5.216  2.826
## [2981] 12.165 11.934  3.420  8.694  8.489 -0.287  7.482 10.169  7.167 19.790
## [2991] 12.801 18.781 15.051 11.824  5.698 21.605  9.792  9.609 21.272 15.665
## [3001] 16.638 12.514 18.022  6.703 12.956 14.300 12.001  2.911  3.931  4.950
## [3011]  9.975  2.985 21.536 23.619 15.164 23.619 16.278 18.318  7.128 17.088
## [3021] 18.042 16.442 14.241  7.821 12.431 17.378 17.294 18.504 19.030 21.190
## [3031] 20.588 11.599 16.421 22.560 11.659  8.001 13.608  7.514 18.049 11.182
## [3041] 20.717  6.946  3.552 11.735  4.101 20.658 14.194 19.443 22.127 16.549
## [3051] 15.476 10.211 18.792 15.441 19.082 14.259  4.073  8.804 12.982  7.484
## [3061]  4.230 13.112 17.931 22.783 10.386  7.039 17.359 15.902  7.128  7.306
## [3071]  3.923 24.479  8.938 18.002 22.055 15.924  9.116 19.250 19.521 12.760
## [3081] 21.318  6.333  3.723  8.430  9.152 21.564 -2.832  7.756  8.807 12.253
## [3091]  3.484  8.889  3.342 11.597 17.874 -0.818 20.141 14.100 16.447 19.751
## [3101]  5.941  6.289 13.092 14.518 -2.535 11.751 18.359 15.033  5.005 16.846
## [3111]  2.827 13.146 23.231 12.753 17.394 22.285 19.520 13.419  1.886  1.130
## [3121]  2.490 17.506  6.219  5.176  5.334 13.031 20.272 19.755 10.994 20.631
## [3131]  7.042  2.871 13.210 15.452  8.624  5.946 16.158 18.708 19.133 -2.832
## [3141] 21.254 18.865 17.787  6.356 17.041 13.708 15.790 19.224 11.450 19.194
## [3151]  3.489 10.516 10.971 14.641  8.512 21.487 11.464 18.873 17.840  5.662
## [3161] 14.814  6.653 20.237 23.498  7.290 16.285 12.081 17.005  1.568 17.306
## [3171] 18.886 18.026  2.336 22.255 22.194  8.286  6.426  7.177  3.479 16.684
## [3181] 20.663  8.490 18.442 16.093 24.457 11.877 19.046 13.848 23.558 18.191
## [3191] 17.118 12.309 22.916  5.982  8.721  1.878  7.509 11.036 11.738 12.140
## [3201] 16.752  4.298 18.057  8.733 15.100 20.974  4.123 20.612  4.935 16.070
## [3211]  6.341 21.795 16.076 17.306  6.972 23.505  5.272 15.397  2.929  7.304
## [3221]  9.123  2.880  4.588  0.330  6.796  5.843  4.641  9.454  8.496  4.532
## [3231]  1.698  5.397  5.983  1.832  1.343 12.206 11.123 -1.334  6.545  4.630
## [3241]  3.876 10.671  2.077  1.927 -1.506  7.628  2.109  4.233 18.781  7.723
## [3251]  1.780  6.682 15.474  8.918 11.436  9.108  8.117  0.397  5.229  4.240
## [3261]  2.356  5.634 -2.632  7.681 14.186  4.324  8.640  9.783  7.459 18.342
## [3271]  6.701 11.062 15.350  2.444 13.563  9.272 12.184 15.550 18.632  5.627
## [3281] 13.397 20.318 12.396  7.802 22.940 14.742 12.872 23.040 20.487  9.253
## [3291] 10.871  6.221  9.341  7.035 16.808 20.566 15.291 13.565 21.006  4.588
## [3301] 19.995 17.820  5.894  4.576  5.762 18.571 16.607  8.366  7.184 18.042
## [3311]  5.613 22.601 19.888 15.456  9.142 19.910  7.447 21.481 18.069 20.405
## [3321] 16.241 22.996 16.093 10.180  9.647  1.059  4.145 12.170  8.260  5.454
## [3331]  6.857 11.914  4.454  7.451 22.523  4.241 12.680 12.383  7.452 12.324
## [3341] -0.912 11.535 17.602  7.204 -0.672 17.448  6.570 11.104 11.583  8.327
## [3351] -2.282 10.045 10.469  3.964  3.565 16.474  4.468 14.270  8.159 -2.426
## [3361]  2.777  0.424  9.219 12.471  6.646  3.483 12.079 13.766  5.885  5.026
## [3371]  0.073  9.916 15.939 15.201  8.254  5.209  3.556 15.025  4.564  5.922
## [3381] 14.602  0.595  6.585  6.295  6.649 20.479 14.939  9.801 11.841  3.968
## [3391] 12.961  8.898 18.776 18.013  9.580  1.155 16.785  9.497  4.219  3.131
## [3401]  7.000 15.256  9.659 11.162 -1.671  4.400  6.276 10.821  9.666  4.264
## [3411] 15.636 12.453 14.873 22.943 14.424  6.911 17.450  2.237 16.717  5.564
## [3421]  7.252  5.147 -0.762 10.257  3.970  8.248  1.747  5.436  7.304 10.133
## [3431]  8.472  9.810 22.518 14.419 23.690 14.309 10.880  8.109 13.698 16.360
## [3441] 21.609 15.937 24.138 22.613 11.176 15.103 23.890 17.467 20.293 12.052
## [3451] 12.094  8.107 11.605  6.734 17.102  7.701 11.134 20.986 10.124  8.178
## [3461] -0.365 24.993 16.606 19.103  9.030 19.141  7.071 24.421  9.223  6.880
## [3471] 10.252 11.860  3.085 16.919 18.829  8.644 19.521 15.120 23.238  5.507
## [3481] 14.832  8.738 17.326  3.812 19.685 20.136  9.209 16.225 18.846 22.070
## [3491] 15.776 14.918 17.864 18.308  6.968 19.078 10.261 13.335  8.910 10.724
## [3501] 12.680 17.770 16.411 12.298 13.816 15.524 15.352 16.163 16.413  8.425
## [3511]  8.874 20.690 18.530  7.358 12.694 18.399 13.879 18.479  4.102  9.101
## [3521] 10.405 14.209 -1.607  9.368  0.098  5.071 16.460 11.731 19.996 13.938
## [3531] 12.188  7.914 17.168 23.528 23.878 20.876  5.982  9.801 23.023  8.075
## [3541] 13.499  9.112 18.617 11.966  5.592 21.358  9.792 10.018 12.890 21.037
## [3551] 16.750 12.406 22.432 14.492 10.421 15.168  4.447 10.620 11.435 18.775
## [3561] 12.858  3.033 21.534 22.846 12.577 13.272 12.773 15.267 19.210 15.758
## [3571]  8.390  8.463 11.085 12.201 17.529  9.183 15.265  9.276 20.194  7.125
## [3581]  7.555 17.332  7.850 16.616 13.750  2.350  2.839  4.057  3.418 17.088
## [3591] 15.389 10.630  6.166  5.043 17.913 15.054 17.072 19.141 -0.576  4.880
## [3601]  5.137  4.311 13.482  0.313 17.158 15.370 10.721 22.451 19.575 21.910
## [3611] 10.970  3.943  5.661 24.993  5.868 15.281 13.555 15.762 20.144 16.423
## [3621]  4.072 16.985  7.204 20.379 24.095 11.046 21.524 17.537 11.833 19.467
## [3631]  3.552 19.425 17.994 19.859 15.497 24.138 14.573  4.096  8.470 20.776
## [3641]  9.106 10.713 10.817 20.794  7.128 22.896 16.895  8.215  4.837 16.713
## [3651] 14.106 13.711 17.312 12.411 14.927 18.802 22.080  9.395 24.479  9.987
## [3661] 16.574 23.810 17.163 21.819 20.686 19.015 13.664 23.137  4.682 18.232
## [3671] 22.521 24.133  6.756 16.338  4.408  6.388 23.566 18.315 16.721 24.993
## [3681] 19.032 21.031 18.600 21.666  0.452 -0.368 17.817 11.827 14.457 18.272
## [3691] 12.905 15.936 23.746 19.757 18.915 23.124 17.193 24.133 16.703 20.170
## [3701] 15.977 23.043 22.051 10.506 21.451  1.135 18.737 16.443  7.751 14.440
## [3711]  1.701  9.264 18.749 19.491 17.474  3.352 18.116 22.080  3.254  8.529
## [3721] 24.247 14.760 24.479  2.866 16.236 22.517 11.755 24.479  9.939 23.062
## [3731]  9.572  8.647 17.795 -0.988 16.649 18.406 11.876 14.283  3.714 23.048
## [3741] 18.066  1.427  7.582 24.107 23.424  7.261  0.443 12.338  6.035 10.579
## [3751] 18.225 10.193 19.160  9.223 20.145  7.131  3.927 16.722 20.907 22.406
## [3761] 24.545 21.579 16.509 11.534 16.197 22.107 23.768  4.037  9.231  8.276
## [3771] 17.085 13.000 22.373 11.281 11.110  2.215 19.515 16.212 13.876  0.614
## [3781] 11.116 23.525  8.389  9.056 14.699 15.758  0.718 15.058  4.067 11.902
## [3791]  5.915  9.314 23.323 22.587  7.633  8.490  4.682 14.866 23.380 22.067
## [3801]  5.191  4.527  3.422  8.034  6.552 12.125  4.275 15.026 22.924 13.331
## [3811] 16.641 20.907 12.525 10.527 17.991 17.392 19.762 13.835 19.858  8.526
## [3821] 22.974 16.722 19.312  9.117  4.294  8.507 12.438 13.508  8.368 10.519
## [3831] 10.958 18.266 17.392 23.280 22.229 20.789 23.280 23.280 10.697 14.909
## [3841] 23.249 15.319  0.258  5.902 23.785 10.478 16.752 18.184  6.094 16.269
## [3851] 10.989 21.097 23.033 22.544 12.413  8.169 10.373 23.882 15.745 17.765
## [3861] 15.826 -2.832  4.618 22.889  6.967 17.900  9.743 11.893 10.489 13.437
## [3871]  8.954 18.773 17.974 18.454 21.319 12.882 21.283 17.112 14.859 11.141
## [3881]  0.977 13.138  7.965 24.067 15.409  9.903 12.336 21.533 11.286 12.331
## [3891] 13.813 23.053  5.812 17.271  0.767  4.680 14.796 21.514  8.234 19.196
## [3901] 13.754 12.430 11.871 13.289  0.829 18.800 13.086 21.361  8.259 17.248
## [3911]  9.757 20.765 15.896 23.912 24.075 12.851 14.649 14.477 14.680 14.966
## [3921]  3.265 12.149 17.187 22.829  8.342 12.428 10.315  7.136 20.504 10.669
## [3931]  9.064 15.664  7.728 23.525 18.493 -1.472 18.714  9.484 13.265 19.945
## [3941] 12.012 17.221 10.385 10.822 12.550 15.371 22.465  8.652 21.794 18.241
## [3951] 13.712 18.352  2.076  5.797  6.037  9.889 11.618  5.364 14.633  4.153
## [3961]  6.712 17.514 21.233  9.544 -1.408  8.393 21.390 17.157  7.344  2.407
## [3971] 17.042 14.662 15.794 16.481 20.990  8.794  8.331 24.479 13.330 11.342
## [3981] 16.773 21.633 17.920 16.784 13.700  3.422  4.462  8.118 17.931  1.288
## [3991] 14.836  6.861 14.872 14.730  5.076 14.491 -0.493 10.084 17.565  5.655
## [4001] 15.644 -1.559  6.659 11.629  8.529 13.453 10.810  0.585 -2.252  2.633
## [4011] -2.550  3.284  2.430 12.771  4.888  7.081  5.813  5.037 -2.224  6.524
## [4021] -2.721  0.193  0.959  6.366  4.423  3.954  2.572 19.424  7.094  2.764
## [4031]  3.730 -0.754 -2.832  1.045  9.385  2.617  1.083  7.722  5.312  0.569
## [4041] 10.303  4.983  9.725 21.504 11.637  4.858 17.530  0.148 17.718  1.288
## [4051]  3.083 18.026 10.652 20.000 11.593 17.416 17.059  9.413 22.794 15.456
## [4061] 18.326 13.009  7.417 14.704 10.927 22.541 21.141  5.499 17.287 15.626
## [4071]  5.964  0.842  5.271 17.430 10.485  0.371 12.521  2.865 12.484 14.206
## [4081] 19.598  6.707  3.900  1.270 11.182 -1.603 14.165  2.040  7.123  5.443
## [4091]  6.440  3.778  5.034  3.278 10.990  5.698  1.068 13.427 13.702 11.802
## [4101] 14.658 18.881  2.191  5.190 19.487  7.381  9.741 11.149 16.246  7.782
## [4111] 19.357 15.575 15.669 15.108 11.933  6.032 23.185  1.584  2.272 16.837
## [4121] 16.688 13.652  5.825 24.812 16.936 24.483  7.492  3.886 -2.132 18.620
## [4131] 16.084 20.441  3.237 18.142 10.165 24.479  3.615 12.465 14.736 13.854
## [4141] 18.010 11.794 13.848 12.192 -2.334 13.903 14.123 24.133 22.449 10.225
## [4151]  5.441  7.477 14.707 13.934 10.504 14.275 21.355  8.754 13.701  9.614
## [4161] 10.439  3.584 20.673 12.335 10.479 15.515  9.875 17.327  7.193 16.189
## [4171] 16.948 17.312 20.765 19.485 19.247  2.417 23.880 23.771 18.312 17.539
## [4181]  6.102 18.400 19.400 18.560  8.631 18.380 14.503 23.822 12.911 18.345
## [4191] 17.152 12.846 18.358 17.190  4.141 10.045 20.011 19.803 21.660 22.717
## [4201] 16.219 15.920 12.853 17.321 17.711 21.142  4.826 15.473  4.472 12.553
## [4211] 19.772  4.176 15.573 18.807  8.914  8.005 15.241 19.184 13.302 14.818
## [4221] 15.502  8.642  7.316 15.243 10.654 15.076 18.324 18.875 16.890 17.681
## [4231]  7.907  9.380  5.236 23.917 15.636 22.427 20.075 11.344 17.445  2.124
## [4241]  1.099 20.251 12.511  6.332  7.082 12.550 21.260  9.377 15.842  6.963
## [4251] 21.986 20.635  2.823 17.173 24.421 21.658 21.734  5.311  9.831 19.882
## [4261] 16.956 20.111 16.624 15.343 20.613 20.069  6.761 14.498 21.052 15.761
## [4271] 19.729 24.386 13.833 17.540 -0.111  8.726  5.722 11.303 23.259 13.337
## [4281]  6.707 22.854 22.521 13.947 19.499 12.577 16.761 13.901 12.605 13.544
## [4291]  1.199 24.707 21.793 22.625 13.890 21.272 22.091  6.020  6.868 10.037
## [4301] 13.639  1.785 16.246 11.486 -1.852  3.001  4.239  2.799 21.640 14.616
## [4311]  6.217  0.251 16.239  1.107  5.010 12.650  3.967  3.605  3.091  4.641
## [4321] 11.389  8.362  4.554 13.247 12.344  8.464  0.778 10.840 22.307  4.085
## [4331] 12.216 -0.726  2.503  8.519 15.139  3.719  5.143  8.954 20.087 19.951
## [4341] 22.300 14.148 13.626 16.680 15.085  1.010 23.917  4.270 13.298 20.251
## [4351] 10.991  3.253  0.379 24.012 -0.205 23.231 18.317 24.247 10.305 11.178
## [4361] 17.110  8.031 17.821  4.633 12.085  3.309  0.612  1.803  8.022  4.010
## [4371]  5.900  9.182  7.133  6.294 15.823 14.380  3.326  5.500  3.377  7.026
## [4381] 23.578 19.619 23.137 16.177 15.868 17.446 18.119 -2.092 12.663 13.835
## [4391]  3.872 10.092  4.582 19.467 17.715 14.341 23.040 24.993 22.943 23.525
## [4401] 24.133 21.689 10.158 20.761 22.055  8.933 24.252 10.477 12.082 20.619
## [4411]  3.745  7.292 14.516 22.827 12.211 15.183  9.178 19.704 19.685 12.565
## [4421] 22.572  5.932  8.340 15.712 15.415 19.410 18.120  8.317 12.723 22.311
## [4431] 18.330 15.019 10.790 16.491 18.028 21.264 14.318 15.572 21.755 19.327
## [4441] 13.882  3.706 10.186 -0.799 12.971 14.084 12.104  3.570 24.418 11.635
## [4451] 24.479 -1.483 13.327 10.873 15.109  6.886  4.233 12.774 13.581  3.344
## [4461]  3.834 23.388  3.457 20.658  6.842  8.559  4.918 14.090 10.284  6.760
## [4471]  4.496 21.663 19.411 15.241 18.314 14.820 11.505  4.987  5.641  2.679
## [4481]  0.670 15.045 20.828  8.826 15.790 19.724 20.222  5.688 23.261 10.856
## [4491] 17.857  3.335  6.572  7.387 24.869 19.833 21.334 17.267 21.887 18.070
## [4501] 12.869  9.659  6.211 10.388 14.898 17.669 21.897 24.434 21.557 11.861
## [4511] 16.811 21.594 13.752 10.266  6.460 23.108  2.187 12.877 23.717 21.857
## [4521] 11.850 21.877 12.510  0.965 16.623  4.653  3.353 13.091 17.129 17.937
## [4531] 12.238 15.296  4.205 15.117 11.407  1.103 10.360  7.520 14.397 19.749
## [4541] 20.767 20.124 12.268  7.035  4.292 21.508 13.945  9.658  9.810 -1.818
## [4551] 17.055  4.731  6.552  1.208 12.706 16.762  3.444  7.237  9.371  6.340
## [4561] 12.706 17.118 21.869  2.935 15.630  6.372 14.039 12.655  9.865  9.937
## [4571] -1.806 22.391 14.191 13.014  5.873 12.427 10.582 17.731  7.731  9.522
## [4581] 14.626  3.930 13.861 18.220 -1.199  7.096  6.087  5.779  4.745 15.571
## [4591]  0.980  9.627  2.493 15.060  2.866  4.898 23.822  2.570  0.247 11.448
## [4601]  4.745 10.969 14.298  2.792  3.721 11.265 10.249  7.235  7.347  6.198
## [4611]  2.083 11.771  6.864  2.291  3.949 14.876  7.962  6.676  9.251  6.921
## [4621]  7.526  7.068 -1.638 -1.747 17.823 20.396 20.159 24.309 16.217 22.027
## [4631] 19.710 23.081 17.711 23.677 16.909 16.352 22.992 20.743  9.766 21.721
## [4641] 21.514 20.340 23.043 20.403  7.778 18.076 24.993 22.284 11.161 22.752
## [4651] 12.561 15.772 11.941 23.509 16.133 19.326 10.358 21.740 17.364 24.993
## [4661] 11.097 12.624 23.619 16.902 22.705  7.292 12.878 10.542 19.599 18.058
## [4671] 21.919 23.889 11.778 15.088 22.491 15.464 22.080 18.614 20.967 22.694
## [4681] 22.042  7.068 21.653 18.539 18.707 15.296 17.224  8.050 20.840 15.863
## [4691] -2.557 -0.765  8.976 20.571 16.233 16.948 13.959  8.782  5.674  5.590
## [4701] 20.188  6.563 20.742 12.881  8.100 19.705 14.612  3.269 14.474 21.073
## [4711] 20.267 24.479 17.420 10.101 -2.832  4.241 19.679 20.847 10.643 11.011
## [4721] 19.288 16.109 11.931  6.767 23.133 14.462 17.684 -1.170 21.704  5.820
## [4731] 13.556  5.757  5.950  0.936 16.157 12.632  3.563  8.728 16.673 11.423
## [4741]  3.565 17.727 20.739 12.394  8.117 11.840 14.964  9.759  6.627 13.505
## [4751] 15.381 12.258 18.616  0.771  9.842  2.446  2.751 16.183 19.362 23.144
## [4761] 19.827 16.785  4.045 12.761 16.177 11.814 20.605  8.271  5.653  7.267
## [4771] 10.277  4.908  9.493 20.429  1.803  7.503  2.628 14.414 11.462 -0.691
## [4781]  3.383  9.321  7.328  2.899  9.216 22.866 16.176 15.561 23.053 24.060
## [4791] 14.076  4.601 12.291 19.963  9.339  2.258  0.969 17.741 19.126 15.297
## [4801]  8.197 18.946  9.179 11.202 14.932 11.941 19.592 -2.832 13.440  3.979
## [4811] 20.144  7.772  6.966 22.183  3.145 17.964 12.445  8.865 16.836  5.927
## [4821]  8.153 15.118  7.649 20.366 11.723 21.646  6.580 16.795 10.249 13.392
## [4831] 10.551  4.666  1.551  5.803 11.096  5.628 22.197 20.718 14.304 19.545
## [4841]  9.766  6.024  5.484  2.393  0.958 22.451  7.243 12.577  4.774 -2.008
## [4851] 13.809 15.963  7.719 -2.565  1.908  1.011 19.047  5.198 11.160  3.522
## [4861] 21.739 18.255  5.232 12.188 16.007 14.505  3.038 10.847 -2.496  1.275
## [4871] 12.723  9.142 18.067 10.197 18.997 14.991 17.604 11.411 15.337 22.006
## [4881]  8.156 17.516 17.826  8.233  9.092 14.861 16.103 17.409  8.713 20.303
## [4891] 17.187 22.559  9.944 16.649  3.619 12.884  9.413 16.777  8.654 14.344
## [4901] 11.339 12.531 18.285 16.411 15.284 21.191 15.014 13.117 16.446 21.290
## [4911] 15.456 18.791 15.611  7.412 19.041 16.967  1.162 11.937 13.012 17.248
## [4921]  7.492 21.392 15.733 15.034 15.614 12.584 15.357 18.863  7.705  8.411
## [4931] 22.004 23.503 17.527 22.700 10.148 23.397  4.638 17.906 11.541 21.141
## [4941] 10.122 12.332 16.794 23.923 14.570  6.405 22.123 19.619  2.251 14.197
## [4951] 10.103  9.101 15.885 19.830 22.292  5.157 24.479 18.660  5.358  4.806
## [4961] 19.245  4.330 17.255 15.281 21.416 22.857 15.944 17.972  8.188 23.584
## [4971] 11.309 19.303  1.813 17.423 16.543 19.830  2.509  4.756 15.756  0.037
## [4981] 13.484 13.796  1.645  3.654 13.667  1.291  6.232  3.513  4.522 10.237
## [4991]  7.262  3.715 10.817  5.092  2.855  3.617  4.780  1.245  3.209 13.599
## [5001]  3.583 10.038  4.895  0.261 19.432  4.568 -0.626  4.285  3.360 15.164
## [5011] 16.015 10.389 10.011 -2.832  2.600  0.819  5.078  9.268  7.944 15.832
## [5021]  3.357  7.770  0.035 -1.929  4.293  1.785  8.875  0.401  0.809  9.581
## [5031]  7.429 14.777  8.537 13.103  8.768 13.102  9.919 13.842  2.799 11.290
## [5041] 17.659 19.234 20.773 23.558  0.165 20.081 16.699 22.382 24.993 22.402
## [5051] 11.839  5.501  8.319  8.513 16.289  7.472 17.555 17.094 17.611 18.305
## [5061] 12.744 13.513 14.438 21.741  5.533  3.597  6.826 10.183 15.161 14.256
## [5071]  7.209 12.078 22.113  4.034 17.085 16.251 16.585 16.188 17.206 19.483
## [5081]  6.271  9.223  4.534 13.684  9.401 12.063 22.906  0.803 10.145  2.801
## [5091]  7.054 -0.602  5.549 14.331  3.452  3.828  3.552  2.342  9.915 11.563
## [5101] 19.899  6.303  4.518 10.579  7.189  0.620  1.430  4.686 13.351  2.003
## [5111]  7.918 14.899  2.382  7.107 13.850  3.951  5.788  7.011 17.967 10.044
## [5121]  3.243 11.458  1.098  4.416 13.097 13.349 18.938  9.486  8.399 -2.116
## [5131] 10.083  6.615 17.276 17.119  2.633  2.934 10.348 14.900 14.460 15.273
## [5141] -0.438  4.135 17.988 10.087  2.665 14.561 14.241 13.944 -0.519 -0.955
## [5151] 21.628  5.879 17.001 12.577  2.607 24.182 20.206 10.588 13.584 15.887
## [5161]  2.008 15.343 15.711  9.320  6.258 19.301 12.215  8.619 18.149 20.941
## [5171]  6.694 16.740 20.275 17.025 18.073 10.795 13.695 16.278 15.821 23.591
## [5181] 11.893 15.302 18.663  1.810 16.291 21.010 12.745 16.409 20.652 11.120
## [5191]  2.113  4.027  4.849  7.086 24.309 14.171 12.146 18.710  6.617  1.521
## [5201] 14.184 18.357 19.129 18.564 16.576  7.996 20.853 11.596  5.935 19.558
## [5211] 11.676 11.504 14.372 24.677 15.412 24.993 17.228 20.214  6.277 11.717
## [5221]  4.828 11.937 -1.525 15.730 13.765 21.532  3.478 10.162 19.672  8.960
## [5231]  0.906  9.484  2.327 14.292  7.318 12.319 14.106 24.479 10.945 10.738
## [5241] 10.423 18.759  7.382  3.013 24.993 22.208  9.815 19.835 22.668  3.326
## [5251] 16.502  9.608 18.960 16.670 17.280 13.347  8.050 23.141  9.967 18.054
## [5261]  7.082 14.873 14.466 21.884 15.332 15.286  9.899 21.736 13.197 18.423
## [5271] 11.627 10.865 13.895 10.551 12.951 13.531 22.701 16.114 21.600 18.804
## [5281] 20.846 21.184 15.917  6.398  4.056 13.243 11.333  4.060 -1.232  9.483
## [5291] 14.357  4.939 -0.050  0.047 12.076  7.820 -0.706  1.295  5.705 13.469
## [5301] 12.893 10.255 13.271  4.476 11.852 10.977 15.073 13.021  4.417 11.132
## [5311]  4.550  3.711 10.540 14.716 18.152 17.500 14.978 17.537 20.828 13.108
## [5321]  6.234 11.892 17.709  7.078 13.557 11.325 13.174  5.041 11.316  4.216
## [5331] 11.518  9.109 12.912 11.537  6.650  5.230  8.870 17.885  9.304 11.609
## [5341] 23.271 15.179 18.183  8.335  9.589 20.655  4.315  9.176 19.443  8.394
## [5351]  0.848 14.099 19.847  4.093  7.570 13.848  4.335 19.461  4.633  4.406
## [5361] 13.098  2.032 15.918 12.821  4.383 10.365 14.181 15.330  3.683 17.310
## [5371] 11.661 19.773  9.156 10.637 21.879  1.103 13.310  7.531 10.453 18.226
## [5381]  1.187  8.283 17.280 15.449  6.923  5.529 19.098 11.664 10.033 13.328
## [5391]  5.418 20.020  2.956 22.535  6.194 -1.688 13.068 13.085 -0.203 12.609
## [5401] 16.980 17.983 12.787  8.788 11.919 22.500 11.070 23.585  7.891  0.908
## [5411] 16.706 20.784 15.539 12.904 18.909 16.652  7.513 12.848 13.047 16.706
## [5421]  1.817  4.215  4.600 22.313 24.993  5.926 12.123  1.442  4.023  2.126
## [5431]  9.098 20.767  2.211  2.527  9.764 14.337  4.337 17.513  8.157 -0.184
## [5441]  2.354 23.134 10.009  3.361 21.873 -2.541  8.231 18.441 20.589 10.969
## [5451] 12.160  9.696 13.880 20.556 14.665  5.486  3.762 13.928 17.348 14.867
## [5461]  3.554  2.347 16.485  5.058 19.836 11.211 20.325 21.139 22.678 10.454
## [5471] 13.131 16.280  7.120  8.839 20.964 22.854 10.174 23.323 19.096  7.067
## [5481] 14.833 16.180 17.594 14.201 20.290 17.276 19.275 10.848  6.015 11.335
## [5491]  6.571 20.828 17.231 15.407 13.238 16.025 12.162 11.307 11.552 22.526
## [5501] 12.707 22.138 14.077  7.494  6.027  3.500 14.842 16.442 17.768  4.995
## [5511] 22.579 13.082 17.989  7.741 22.851 22.055 20.691 14.823 21.445  6.225
## [5521] 17.049 15.203 19.989 19.044  7.703  3.724 10.535 23.810  5.479 15.358
## [5531]  5.866 13.840 13.398 21.319 22.066 19.816 24.479 13.142 12.406 19.964
## [5541] 22.370 14.713 22.016 15.609 19.795 14.077  8.554 19.866 20.078 22.085
## [5551] 20.928 17.163 21.563 20.032 22.940 23.686 22.745 20.046 22.909 24.993
## [5561] 15.264 15.466 16.855 23.161 18.718 14.266 16.267 23.238 15.781 18.630
## [5571] 19.060  1.277 24.993 22.690 21.070  9.156 19.004  9.587 18.504 15.485
## [5581] 16.216 13.484 20.978 12.146 18.284 10.582 21.517 13.738 20.908 19.624
## [5591] 15.240 24.479 22.907 15.230 20.502 18.537 17.258 19.567 16.252 19.391
## [5601] 20.459  6.779 12.505 19.844 17.163  5.705 22.973 13.179  7.015 14.254
## [5611] 20.130  5.148 11.475 24.479 23.398 10.116 24.483 24.993 20.226 17.022
## [5621] 23.464  4.887 21.848  8.731 13.528 11.620 18.395  6.574 18.805 13.179
## [5631] 23.185 23.578 14.416 16.440  4.132  7.044 24.041  1.824  5.118  2.528
## [5641]  5.194 -1.225 13.759 17.054 23.394  9.782 17.271 24.479 16.148  0.554
## [5651] -0.281  6.018 23.062  9.841  6.135 17.170  4.740  3.377 22.189 16.495
## [5661] 15.574 12.044  3.628  3.901  5.941  5.496  3.996  4.556 20.542 11.206
## [5671]  2.811 11.467  2.622 20.534  3.893 14.279 14.662  0.748  9.680  7.886
## [5681]  0.930  5.211 11.992  3.371 16.809  3.478  7.774  4.439  9.350 -0.398
## [5691] 20.468 10.160  8.787  8.954  2.434  3.295  6.893  3.414  9.280  8.322
## [5701]  6.220 12.037 20.648  3.744 -2.362  0.709  2.809  7.788 23.906 13.800
## [5711] 18.171 10.083  9.891 17.775 22.519 23.007  7.195 13.475  6.582 23.623
## [5721]  4.675 13.184 19.140 20.245  0.767 14.991 18.484 13.230 18.608 23.578
## [5731]  3.367 10.437  9.760 10.889 21.741 21.695 23.323 19.043 18.921  8.000
## [5741] 21.539 21.152 12.056  5.600 19.843  5.359 18.394 17.807 14.278 12.072
## [5751]  3.500 17.958 22.772 12.224 15.402 13.255 14.514 16.396 19.565 22.208
## [5761]  9.520 17.953  6.149 22.365 11.063 17.724 15.422  9.718  9.780 19.686
## [5771] 18.604  6.153 22.373 13.331  7.824 11.307 18.814 16.452  9.311 17.305
## [5781] -1.524 13.108 14.931  6.568 14.061 20.828 10.580 13.147 21.497 16.785
## [5791] 12.693 18.295 13.881 21.186 17.769 10.399 12.088  7.369  8.555 14.947
## [5801] 13.543 16.405 11.288 17.756 13.660 24.355 17.045 18.368 17.820  5.523
## [5811] 16.475 22.854 19.189 17.889  6.878 22.854 13.313 18.002 10.482  6.106
## [5821] 13.779 17.846  6.772 23.580 14.843 15.244  3.347 12.782 20.296 14.334
## [5831] 13.557 15.888 14.356 19.893 23.772 14.389 20.781 24.252 20.564 14.879
## [5841] 18.788 14.578 17.030 20.945 11.244 10.989 12.644 10.442 -0.179 10.661
## [5851] 11.027 14.890 22.771 15.539 18.822 21.185 20.399 21.797 19.475 10.665
## [5861] 23.065 17.969 20.551 13.492 18.215 18.196  8.984 19.679 22.370 22.685
## [5871] 23.591  5.550 11.240 15.648 19.391 21.324 15.071 13.869 12.676  9.695
## [5881] 15.445 12.608 22.447 12.090  7.272  5.683  5.730  7.097 18.416 15.927
## [5891]  4.507 14.017  9.202  3.514 13.703 14.958  5.441 19.822 23.689 17.255
## [5901] 11.531  4.141 10.793 10.244  6.351 14.173  5.284 15.894 11.259  4.705
## [5911] 14.307  3.792 24.479 15.825 11.356 23.580 23.487  3.545 16.653 19.535
## [5921] 14.778  2.691  5.560  7.770  8.629  5.678 10.259  2.909  9.751 16.338
## [5931] 15.216 15.580 18.042  5.127 22.354  8.841 14.848 22.705 12.023  7.426
## [5941] 22.365 14.470 17.763  2.063 20.627 15.196 19.699 20.945 14.408 20.161
## [5951] 15.639 17.554 17.143 18.910 21.674  9.681 20.216 15.235 12.885 15.969
## [5961] 19.632 12.644 10.102 10.748 18.630 17.734 18.406 16.743 16.939 24.993
## [5971] 13.040 16.311 13.252 13.981 15.969  7.212  5.189 20.625 17.594 19.092
## [5981] 10.985 17.109 13.276 22.475 22.079 21.893 17.554 12.674 10.987 11.137
## [5991]  6.469 24.107 -2.832 13.651  7.709  1.062 14.051 10.061 24.993  2.165
## [6001] 16.590 18.113 18.460  5.758 24.421 14.518 21.435  3.445 16.791  5.585
## [6011]  8.439 19.670  7.448  0.787 15.890  4.778  8.796  6.546 14.841  2.783
## [6021]  5.286 24.421 16.166 16.395  7.387 13.984 19.244  7.075 11.736 12.510
## [6031]  1.017 18.330  3.671 24.386 21.836 22.359 16.401 20.252 15.547  1.681
## [6041] 14.133 20.013 20.403 10.242 14.025  7.647 17.342  8.145 14.142 22.129
## [6051] 22.673 15.936  1.865 -2.832  2.122  6.755  0.725  0.836  6.788  8.454
## [6061]  4.192  4.841  3.895  6.227  3.935 10.036  7.733 12.683  5.840  7.644
## [6071]  7.276 20.726 16.280 20.716  4.986 23.549  7.873 10.776 21.179  1.138
## [6081]  5.671 13.967 20.730 21.586 13.676  7.044  9.743 16.305 16.646 14.076
## [6091] 13.970 22.864 16.583  4.662 22.653  5.642  8.135 16.324  1.565 23.062
## [6101]  4.173  5.811  6.199  1.375  1.882 24.112  7.529 13.985 15.997 23.696
## [6111] 21.366  7.204 23.087 19.365 22.401 18.817 14.087 14.733 15.555 11.841
## [6121] 13.689  7.061 20.121 10.663 10.460 17.153  4.552 22.271  5.538 23.501
## [6131] 23.397 24.418 10.170  6.311 20.094 14.419  8.150  5.945 10.358 -1.509
## [6141]  7.166 22.895  4.622 10.860  8.921 10.904  1.609  9.352  3.545 12.752
## [6151]  0.978  2.601  5.277 24.993 24.993 23.520 13.946 14.259 15.525  2.829
## [6161] 15.523 11.322 13.522 16.590 16.438  5.098  8.867 18.125 14.354  9.262
## [6171] 12.449 11.534 11.378  6.410 12.220 14.547 16.660  2.021 22.038  4.348
## [6181] 18.999 11.477 15.254  4.575  3.442 11.271 15.295  6.703  3.590 18.143
## [6191]  9.901 15.088 -0.602  0.507  1.912 11.712 21.455 14.281 23.138 23.060
## [6201]  9.275 22.321 23.878  9.369 16.053  9.572 22.648 23.009  7.675 24.993
## [6211] 18.135 23.484 12.788 24.133 20.968 15.202 23.275  0.524 21.022 12.660
## [6221]  7.183 12.681 18.758 16.813 13.060 15.749 21.008 23.607 16.022 16.157
## [6231] 13.018 11.458 22.103 16.060 17.079 12.804 19.281 24.993 15.649 16.814
## [6241] 11.640 -0.077 13.917 21.979 21.627 21.145 12.272 10.535 13.235 23.053
## [6251] 22.906 15.184  9.460 15.105 13.635 18.262 11.138 -2.832  8.348 14.538
## [6261]  8.071 17.679  5.967  3.829 19.936  1.850 14.173  8.337 21.074 14.467
## [6271] 19.827 12.843 17.306  4.101  2.868 14.976 18.491 15.115 23.522  4.750
## [6281] 10.142 17.252 18.867 10.326 13.598  7.960  9.167 12.482 22.512 21.188
## [6291] 18.772 18.463  8.623  7.458  8.432 12.167 15.624  3.787 20.237 20.006
## [6301]  8.586 22.102 15.668 18.470  7.304  6.190  2.030  2.868 11.103 15.712
## [6311]  8.085 12.409  3.322  3.245  8.329  8.329  4.406  7.706  7.925  3.379
## [6321]  0.475 18.378 16.207  8.265  4.971 13.168 15.780 13.990 14.757 22.135
## [6331]  7.186  3.461  8.295 12.233  7.218  4.191  8.715  8.290 16.424 13.971
## [6341] 15.991 12.190 11.534 10.696 10.841  9.625  4.450 22.027  5.342 20.219
## [6351]  6.766 -1.443  3.030  1.337 10.971  3.528  7.562  6.574  7.625  1.938
## [6361]  5.210 11.026  1.759 13.904 11.928  7.394  4.078  0.911 21.687  2.455
## [6371] 17.461  0.117 -0.220 12.976 20.781 19.662  4.626  2.895  3.548  8.854
## [6381]  7.202  6.635 -2.641 12.820  0.147 -2.081  4.773  1.452  7.650  9.902
## [6391] -2.832 12.856  0.914 12.727 -2.832  3.781 -1.714  8.853 12.224  2.188
## [6401]  4.620  2.630  5.343  6.937 -2.262 -0.895 17.672  4.606 -1.094  5.122
## [6411]  4.918  1.504 -1.843  6.191 -2.658  6.306 10.715 14.007 18.610 11.460
## [6421] 18.314 11.485 13.918 15.323 16.187 17.642 17.492 13.518 16.408 13.164
## [6431]  7.478 19.401 14.272 12.735 19.658 12.285 20.688 22.889  8.915 18.904
## [6441] 17.413 20.809 18.757 18.866 20.185 13.342 21.498 14.082 12.468  6.865
## [6451] 23.652 18.621 19.334 -0.217 17.683 19.392 12.690 16.060 -1.409 16.735
## [6461] 10.870 17.414 -0.140 19.355 19.919 17.711 16.748 17.281  7.126 14.412
## [6471] 17.711 15.016 21.696 22.880  7.910 12.502 21.384 10.181 17.408 12.123
## [6481] 17.918  2.362 20.746 19.311  8.902  4.573 20.171  3.160  1.711  8.110
## [6491] 15.577 23.286  2.883  2.272  3.519  5.270 15.009 20.679 10.637  7.779
## [6501]  7.957 15.863 14.204 20.879 19.710 13.474 11.694 10.731  7.606 21.448
## [6511] 17.453 24.479  8.668 11.830 18.384  9.170  4.474 19.173 -2.832 24.172
## [6521] 21.453 21.795 13.671  6.594  3.920 20.008 14.082 11.248 14.962 13.352
## [6531] 10.124  8.391 18.457  6.839 12.346  3.470 15.283 17.316  7.328 17.221
## [6541]  7.328 15.810  4.247 19.331  5.441  9.846  9.024 16.964  4.285 18.107
## [6551]  2.788 -2.482 17.271 12.550  1.764 -0.899  7.491 12.514 -2.072  8.723
## [6561]  4.166  7.813  6.651  8.849  7.665  3.075  9.051  6.055 17.409 13.963
## [6571]  4.218 10.722  6.841 14.024 14.849  2.723 20.864 10.897 15.817 10.611
## [6581] 22.229  2.104  5.437  5.128 17.076 13.490  4.805 21.119 14.574 16.017
## [6591]  8.092 -0.229  9.508  8.950  5.864  9.841 17.207  8.759  3.500 17.259
## [6601] 13.133 17.772 -1.161 10.112 10.649 22.814  9.909  0.209 14.037 17.473
## [6611] 16.818  5.808  5.601 12.138 16.515 20.622  8.025 10.946 10.981  1.824
## [6621]  5.659 23.362  9.138 12.283 10.072  4.211 16.685 10.179 23.032 19.422
## [6631] 10.166  6.416 17.511 18.686 15.924 22.345  9.930 13.446 18.884 13.920
## [6641] 12.508 14.704 21.511 15.800 20.986 14.009 18.408 14.885  8.225 19.068
## [6651] 12.915  4.894 21.904 14.638  9.533 22.768  1.424 18.309 14.622 17.824
## [6661]  6.774 18.277 18.099 13.149 15.624 14.191 10.975 13.435 11.363 16.656
## [6671] 20.577  0.369 18.687 14.291  3.510 19.544 14.860 11.575 15.609 17.531
## [6681] 13.188 19.248 22.940 23.118  8.767 15.428 19.775 18.230 22.683 19.117
## [6691] 16.976 22.470 23.124 17.948 10.011 15.359 19.648 22.618 22.421 19.761
## [6701]  9.495 17.706 14.221 24.252 18.671 15.492 13.232 23.768 17.478 17.148
## [6711] 24.292 16.744 22.153 16.173 23.811  9.950 20.424 10.350 20.454 14.995
## [6721] 23.599 10.009  9.821 10.807  6.392 16.591 -0.909 17.285 19.983 13.605
## [6731]  8.324 19.324 17.342  7.827 20.866 20.844 12.853  7.538  7.044  4.289
## [6741] 11.073  0.699 13.823  0.999 14.639  3.295  8.516 16.541  1.304 17.728
## [6751]  0.127 15.549 16.298  1.704 14.126 12.369  5.308 14.174 16.376  7.880
## [6761]  4.701  3.782  1.334 -2.555 15.053  9.047  6.432 11.587  5.656 10.438
## [6771] -2.832 10.663 17.976  9.207  7.032 11.235 10.802 -1.464 15.666 15.186
## [6781] -2.830  3.699  3.655  9.707 10.471 -0.883  9.743 11.488 13.352 24.147
## [6791] 23.077 24.386 22.278 24.462  9.998 21.837 24.086 22.368 23.466 16.690
## [6801] 23.101 21.244 17.401 21.355 19.487  9.219  8.413 24.993 18.602 22.116
## [6811] 13.397 14.868 19.810 23.189 23.773 15.233 22.558 23.016 18.620  2.349
## [6821] 16.469 14.876 12.313  4.488 13.668 20.470 12.809 10.361  5.882 15.265
## [6831]  1.609  8.633 19.958 14.464 22.169 12.849 24.180 13.214 12.840 17.804
## [6841] 16.628 23.277  8.101 19.285 24.479 22.818 21.966  5.300 14.461 -1.429
## [6851] 20.353 15.292  9.476 20.489 23.689  6.708 19.279  5.983  2.025  8.175
## [6861] 11.313  2.782  1.219  6.050 17.813  7.032  3.818  3.895 19.781  7.495
## [6871] 23.289  6.983 22.059 20.468 10.619 14.514 20.636 12.903  6.904  9.618
## [6881] 12.907 15.085 22.320  9.980 19.404 22.512 15.767  1.193  8.265 21.890
## [6891]  3.068  9.429 10.777  8.536 19.624  1.927  6.138 18.185 -1.864  9.759
## [6901] 10.346 10.944  4.009 13.190  0.726 21.829 21.085 16.956  6.020 12.769
## [6911]  8.610 19.477 14.542  7.608  1.011 16.734  5.249 18.415  1.306 16.206
## [6921] 17.321 22.095  8.699 19.703 11.490 14.605 19.341  5.399 15.283 19.612
## [6931] 17.964 18.056 12.163 15.628 11.715 10.382  6.490 10.573 10.198 19.461
## [6941] 18.268  4.648 -0.551 14.321  6.900 12.544 17.400 20.240 14.285 20.244
## [6951] 17.876  9.901 21.204 11.955 23.151 10.019 19.591 10.848 13.801  9.858
## [6961] 14.498  6.713 19.797 13.476 24.232 22.714  9.332 13.006  2.945 19.566
## [6971]  4.307  7.541 19.644 -1.292 13.946 17.348 21.435 14.359 14.126  6.606
## [6981] 24.386 21.781 14.716  9.751  3.519 22.106 18.578 19.030 20.668  6.112
## [6991]  7.647 23.723 18.660 12.311 24.677 19.527  8.954 15.847 10.279 16.540
## [7001] 20.939 13.110 23.182 21.546 -0.501 17.620 22.632 23.281 23.960 22.517
## [7011]  7.462 11.307 11.353  7.546 21.489  5.873 19.521 13.382 22.566 12.366
## [7021]  4.851  9.262 21.362 20.453  4.087  8.853 13.553 15.280 11.378  5.802
## [7031]  3.884  9.179 13.447 11.570 17.490  2.436  5.007 22.082  5.915 11.493
## [7041]  5.190  2.331 12.316 -2.572 15.708 12.798 10.856 14.772 23.231  2.670
## [7051] 11.366  0.680 -2.832 12.790 12.296  9.739  1.836  3.774 16.647  9.961
## [7061]  9.139 12.919 13.932 16.501 11.385 23.501  2.173 19.324  8.032 21.377
## [7071] 18.413 19.174  5.120 20.847  5.136 22.517 23.396  0.294 13.533 18.370
## [7081]  8.915 20.761 11.330  5.628 11.721  5.350 15.471  7.737  5.511 17.334
## [7091] 14.982 11.481 14.147 18.534  9.815 20.784 12.587  1.766 12.983  7.770
## [7101]  1.239 19.564  4.285 20.975  5.871 20.149 23.818  6.717  5.282  6.760
## [7111] 12.884 17.485 22.802  6.951  2.957 10.676 10.999 -1.005  3.266 -2.231
## [7121] 10.037 21.896 21.846 19.599 15.995 10.249 14.076  5.112 23.715  7.974
## [7131] 23.962 22.206 18.014 11.294 11.124 -2.832 18.172 17.040 13.478  7.476
## [7141] 20.330 10.865  2.521 17.428 11.437 17.589 14.590 20.740 22.751 10.626
## [7151] 18.871  7.256 16.168 14.266  9.595 19.664 24.479  9.071 10.208 21.530
## [7161] 15.021  9.670 10.067  5.443 14.854 24.292 20.540  8.603 16.553 18.329
## [7171] 24.993  4.244  7.759 18.487 18.519 11.949  4.021 15.260 22.780 20.967
## [7181] 20.402 14.794 19.641 16.241 22.733
##phân tổ điếm thành tích toán học (MAT) theo biến dân tộc thiểu số và giới tính
table(cut(MAT,4),d$Mi)
##               
##                  No  Yes
##   (-2.86,4.12]  484  447
##   (4.12,11.1]  1277  719
##   (11.1,18]    1789  570
##   (18,25]      1661  238
#Nhận xét: trong khoảng (-2.86,4.12] chiếm tỷ lệ ít nhất 12.96% thành tích toán học trong khoảng này số người dân tộc thiểu số và không phải thì chiếm tỷ lệ gần bằng nhau,trong các khoảng (4.12,11.1], (11.1,18], (18,25] chiếm tỷ lệ lần lượt là 27.78%, 32.83% và 26.43%, trong khoảng (4.12,11.1] số lượng người không phải người dân tộc thiểu số nhiều hơn dân tộc thiểu số 558 người, khoảng (11.1,18] người không phải dân tộc thiểu số nhiều hơn người dân tộc thiểu số  1219 người,khoảng (18,25] cho thấy số lượng người không phải dân tộc thiểu số nhiều hơn người dân tộc thiểu số là 1423
table(cut(MAT,4),d$Se)
##               
##                Male Female
##   (-2.86,4.12]  395    536
##   (4.12,11.1]   822   1174
##   (11.1,18]    1081   1278
##   (18,25]      1092    807
#Nhận xét: trong khoảng (-2.86,4.12] số lượng nữ có thành tích điểm toán nhiều hơn nam,nhiều hơn 141 người, trong các khoảng (4.12,11.1] số lượng nữ có thành tích điểm toán nhiều hơn nam 352 người,(11.1,18] số lượng nữ có thành tích điểm toán cao hơn nam là 197 người , (18,25] số lượng nữ có thành tích toán học thấp hơn nam là 285 người
#Tạo bảng và gán các cột mới vào dữ liệu

Ma15 <- MAT[MAT>15] #đặt biến số người có thành tích toán học lớn hơn 15 là Ma15
Ma15 #xuất kết quả Ma15 ra
##    [1] 19.708 20.349 17.898 21.521 16.057 21.178 20.178 20.349 20.508 19.338
##   [11] 16.405 21.721 16.336 23.584 15.699 22.919 18.207 18.792 20.173 21.300
##   [21] 19.527 18.402 20.690 21.437 18.397 23.578 23.172 22.201 19.822 23.434
##   [31] 23.818 15.998 16.039 24.993 15.657 16.258 17.615 21.116 22.393 21.488
##   [41] 22.676 21.405 20.748 18.362 21.405 23.355 20.039 21.405 23.736 17.203
##   [51] 15.784 17.246 15.555 17.869 18.939 20.261 20.236 18.827 15.655 18.687
##   [61] 18.115 15.038 18.735 16.294 17.811 17.191 21.142 16.499 16.663 18.804
##   [71] 16.759 18.948 15.557 23.419 24.041 16.449 20.930 22.086 18.496 20.323
##   [81] 22.682 24.044 19.571 22.183 16.676 23.327 16.394 23.032 18.586 15.246
##   [91] 20.731 20.447 23.572 17.571 24.993 24.421 24.812 22.093 18.716 23.392
##  [101] 15.992 24.812 22.086 24.479 16.724 20.628 19.033 18.727 24.133 18.770
##  [111] 21.803 15.132 22.387 22.578 18.763 18.301 15.879 20.424 23.072 18.844
##  [121] 17.495 15.615 17.103 21.560 19.419 18.471 22.868 23.271 17.465 16.038
##  [131] 22.455 18.984 16.568 22.592 16.886 22.985 24.479 18.827 20.268 24.993
##  [141] 15.060 20.818 18.330 18.140 24.545 16.929 18.719 17.326 15.918 23.088
##  [151] 18.259 23.517 17.999 18.858 22.183 24.993 20.928 22.461 18.322 21.007
##  [161] 18.471 24.480 18.471 18.831 18.114 22.685 21.090 17.483 19.043 20.133
##  [171] 22.289 23.818 21.452 23.066 15.794 17.996 20.792 15.103 16.975 16.534
##  [181] 18.801 22.581 16.095 23.765 22.840 19.269 17.191 16.288 20.714 18.171
##  [191] 21.951 20.246 21.750 16.337 16.061 19.401 23.204 22.493 22.714 18.777
##  [201] 24.107 23.004 22.396 16.304 16.190 17.967 24.247 17.791 17.007 16.262
##  [211] 18.887 24.812 15.245 21.853 20.844 18.352 21.791 17.572 21.907 23.542
##  [221] 21.421 24.993 17.621 18.052 20.394 20.455 22.826 16.801 23.482 17.985
##  [231] 16.667 20.115 22.107 21.122 21.028 24.457 23.345 22.222 21.556 18.386
##  [241] 23.062 24.247 18.531 16.426 24.479 22.590 18.189 15.602 24.479 21.572
##  [251] 17.926 23.231 20.194 16.312 17.127 20.660 18.478 17.342 23.096 23.286
##  [261] 22.053 23.930 15.322 18.638 17.060 19.385 17.416 20.664 22.585 16.000
##  [271] 16.387 24.993 21.084 22.337 24.041 23.856 20.514 23.023 15.630 23.613
##  [281] 16.903 17.344 20.979 22.116 18.211 22.681 21.991 20.088 24.479 22.288
##  [291] 24.993 19.017 21.062 18.040 22.326 23.834 22.986 16.863 21.883 22.254
##  [301] 18.362 19.117 22.354 17.672 19.622 16.028 20.932 18.399 15.332 15.893
##  [311] 23.108 15.463 15.564 16.257 19.887 15.608 24.297 22.167 19.118 23.736
##  [321] 19.624 16.604 16.569 20.633 17.075 17.699 16.658 23.449 23.822 18.460
##  [331] 22.136 21.007 23.141 22.057 17.560 17.706 20.026 21.744 17.163 23.159
##  [341] 17.536 19.604 16.841 17.839 23.529 18.196 16.353 20.628 24.707 21.009
##  [351] 21.890 22.160 23.955 16.760 16.302 19.196 20.300 20.906 15.778 18.532
##  [361] 16.130 16.248 15.922 18.118 18.592 22.731 21.723 16.405 15.256 17.401
##  [371] 15.192 16.174 16.331 15.062 15.898 15.303 15.857 18.534 16.557 21.352
##  [381] 17.251 16.406 15.085 20.108 24.404 23.744 17.563 23.696 24.344 18.836
##  [391] 20.346 24.993 20.255 21.774 19.484 21.206 21.218 18.736 17.540 20.389
##  [401] 23.188 21.435 21.085 21.185 17.242 15.076 18.487 22.120 18.254 22.901
##  [411] 24.993 21.403 19.153 22.631 23.044 22.743 17.205 19.161 22.681 24.488
##  [421] 21.451 21.299 17.666 20.210 23.534 15.496 22.466 15.287 20.689 18.814
##  [431] 16.793 19.322 16.445 15.096 21.186 15.614 23.126 20.276 19.048 23.294
##  [441] 17.691 17.590 16.866 24.012 16.510 17.246 18.706 19.114 19.112 16.900
##  [451] 19.698 17.776 20.733 18.860 18.392 16.605 24.993 21.453 17.178 19.963
##  [461] 16.036 18.227 22.412 17.262 22.841 22.437 17.212 17.008 19.470 17.064
##  [471] 21.537 16.602 22.387 22.381 17.491 20.592 19.698 15.184 18.236 23.590
##  [481] 24.247 22.039 22.541 18.770 22.354 20.372 21.511 18.240 15.039 24.993
##  [491] 21.004 17.489 23.700 18.085 15.991 24.812 15.783 15.397 17.411 17.917
##  [501] 15.246 18.336 21.656 22.421 18.301 16.488 19.780 19.628 21.665 16.231
##  [511] 20.891 23.792 15.180 21.592 19.242 19.111 19.188 22.354 22.507 21.076
##  [521] 16.089 22.193 16.748 19.688 18.323 15.967 17.776 15.864 16.306 19.931
##  [531] 17.705 22.971 17.968 16.579 23.056 20.618 20.648 16.845 15.189 17.492
##  [541] 22.492 22.245 16.992 23.992 18.038 21.981 20.663 15.129 19.962 22.180
##  [551] 17.890 15.900 21.934 16.625 20.533 16.068 19.514 22.559 17.231 18.557
##  [561] 15.010 16.614 15.570 17.205 20.854 23.261 19.280 23.447 16.154 22.388
##  [571] 18.324 15.631 18.233 22.924 16.226 16.533 16.172 16.757 18.079 18.037
##  [581] 18.190 15.498 19.082 16.587 21.081 18.264 23.665 22.643 17.796 15.684
##  [591] 23.785 20.627 23.108 22.295 20.438 18.734 17.499 20.124 20.300 20.929
##  [601] 22.428 21.614 20.021 17.117 17.988 19.737 20.136 21.140 15.941 22.694
##  [611] 22.167 21.738 24.479 24.993 19.670 17.824 20.586 17.956 19.581 24.812
##  [621] 22.038 17.314 17.129 23.217 18.901 24.993 22.896 21.657 21.071 18.739
##  [631] 18.192 19.244 17.634 22.886 17.606 21.020 20.884 23.623 17.432 21.255
##  [641] 16.656 17.465 16.251 21.605 22.483 21.059 17.703 18.498 16.931 19.715
##  [651] 21.739 19.676 16.733 19.715 21.085 17.883 17.847 17.634 21.499 18.137
##  [661] 24.247 17.695 15.034 18.929 16.190 21.791 21.140 22.418 20.752 23.029
##  [671] 24.993 19.192 22.639 15.507 20.192 24.401 17.099 22.016 24.401 15.119
##  [681] 21.020 16.930 20.249 21.345 16.162 16.317 22.845 19.290 24.479 18.008
##  [691] 19.120 19.689 23.002 18.860 16.825 22.219 18.092 17.209 18.608 20.577
##  [701] 20.682 17.246 17.979 21.396 16.130 16.358 24.107 17.470 17.727 22.835
##  [711] 15.140 19.253 21.935 19.705 18.421 20.998 22.221 21.474 17.047 20.640
##  [721] 20.633 20.317 17.372 17.485 21.485 16.722 17.717 20.159 15.741 16.495
##  [731] 22.377 15.898 20.811 18.846 16.208 22.311 19.696 22.854 15.408 20.025
##  [741] 22.012 16.083 21.474 17.756 19.702 21.164 15.936 16.420 17.291 22.245
##  [751] 24.319 24.993 22.781 16.205 16.670 17.839 21.011 17.393 21.468 22.151
##  [761] 17.699 18.828 17.757 20.066 19.287 17.706 18.686 20.069 17.390 22.522
##  [771] 16.080 21.175 22.989 16.267 15.792 20.051 18.331 20.458 24.812 17.491
##  [781] 19.167 20.082 17.908 23.090 22.091 15.095 17.404 17.599 18.384 16.941
##  [791] 19.106 16.773 16.855 24.993 23.080 17.580 24.993 23.127 18.934 18.051
##  [801] 22.254 23.818 19.710 22.553 19.482 22.344 20.360 15.751 19.572 20.953
##  [811] 16.213 15.562 18.943 18.282 16.781 22.317 23.054 21.848 16.163 15.930
##  [821] 19.805 23.054 22.661 24.993 22.856 17.632 15.569 16.206 23.619 18.119
##  [831] 22.896 17.262 16.297 24.301 21.054 22.616 15.227 17.060 22.697 17.175
##  [841] 24.993 20.708 16.269 18.275 15.436 21.669 19.026 23.116 20.537 19.052
##  [851] 16.637 17.617 18.863 19.372 21.296 24.107 20.232 24.401 15.381 22.779
##  [861] 18.072 15.127 23.163 18.013 16.703 19.561 22.245 21.508 15.642 22.667
##  [871] 20.877 22.273 21.828 24.993 16.374 16.622 18.049 20.784 16.641 17.280
##  [881] 21.872 24.812 22.801 20.961 20.786 20.621 21.444 20.319 21.038 19.800
##  [891] 23.817 23.830 23.090 19.606 21.378 24.147 16.807 20.251 19.222 18.402
##  [901] 21.797 19.800 21.444 21.035 19.268 21.366 20.514 15.495 19.987 24.076
##  [911] 19.707 15.019 18.704 20.707 17.769 21.051 18.280 21.539 17.922 20.064
##  [921] 19.083 16.850 17.581 16.289 19.958 19.680 15.517 16.848 18.808 21.688
##  [931] 16.686 20.193 15.165 17.419 23.294 20.432 22.418 16.741 19.923 22.468
##  [941] 19.258 17.867 15.259 17.932 17.594 19.406 18.148 23.168 15.237 17.225
##  [951] 16.494 22.969 18.938 16.730 17.449 16.069 17.550 18.417 17.361 21.010
##  [961] 15.733 21.199 18.261 16.902 17.915 22.713 18.940 21.734 22.293 16.439
##  [971] 17.522 22.384 24.545 15.053 21.034 15.045 16.854 17.409 23.336 23.822
##  [981] 18.111 22.813 21.310 23.619 16.139 23.723 15.896 20.863 17.007 18.874
##  [991] 16.428 19.533 22.357 21.776 19.899 22.688 19.128 22.040 21.136 17.508
## [1001] 17.736 20.048 21.082 18.610 23.205 23.053 24.993 23.413 16.732 17.662
## [1011] 15.549 21.734 21.161 23.363 21.023 24.138 19.719 22.022 18.839 17.999
## [1021] 20.358 20.449 18.309 22.031 15.969 18.614 21.935 17.308 21.444 19.620
## [1031] 19.566 20.677 19.906 15.102 18.032 23.152 16.286 15.469 15.554 16.918
## [1041] 16.977 17.570 17.517 17.241 20.067 17.701 23.140 15.271 20.271 23.855
## [1051] 19.359 23.912 17.321 19.716 21.964 18.031 20.579 16.706 21.512 22.894
## [1061] 22.805 24.133 16.830 21.067 16.250 17.068 17.645 16.003 23.371 16.158
## [1071] 21.923 20.116 23.443 17.732 20.322 16.261 20.583 22.365 18.182 20.305
## [1081] 24.623 15.513 21.200 23.053 22.284 19.685 18.325 22.735 18.628 22.862
## [1091] 16.815 15.850 15.770 22.835 18.368 23.736 18.472 19.277 19.740 22.056
## [1101] 21.434 19.845 24.079 23.664 22.677 15.041 15.241 17.995 23.696 21.386
## [1111] 15.008 17.075 19.423 16.354 19.654 20.518 19.956 19.138 19.056 15.802
## [1121] 19.612 20.990 17.147 23.339 17.031 15.753 21.469 22.804 16.301 22.708
## [1131] 16.865 21.684 21.605 17.043 19.989 18.596 19.798 22.906 24.479 15.828
## [1141] 16.165 16.585 15.206 15.102 17.330 22.443 16.921 16.498 16.331 16.344
## [1151] 18.595 19.007 18.256 22.519 20.148 18.057 19.493 16.955 23.723 22.461
## [1161] 24.479 21.445 22.723 20.682 17.527 19.706 19.666 18.506 22.732 23.172
## [1171] 18.269 23.057 18.577 22.923 22.963 15.297 15.205 16.001 24.364 23.468
## [1181] 20.672 16.003 18.708 18.872 22.676 17.503 20.427 22.489 16.375 17.773
## [1191] 19.447 22.419 19.429 15.450 18.190 22.236 20.592 20.706 21.580 18.334
## [1201] 21.323 15.017 19.731 18.336 19.589 15.192 24.479 20.173 22.967 24.247
## [1211] 17.737 18.328 23.398 19.211 18.509 23.560 18.582 17.343 19.125 22.318
## [1221] 21.978 15.522 21.606 22.947 18.891 18.228 17.984 20.375 21.813 18.234
## [1231] 17.309 15.275 21.950 19.254 20.005 23.814 18.510 16.063 16.339 20.468
## [1241] 16.209 16.654 23.239 18.808 17.519 21.754 18.500 18.416 15.362 20.972
## [1251] 19.790 18.781 15.051 21.605 21.272 15.665 16.638 18.022 21.536 23.619
## [1261] 15.164 23.619 16.278 18.318 17.088 18.042 16.442 17.378 17.294 18.504
## [1271] 19.030 21.190 20.588 16.421 22.560 18.049 20.717 20.658 19.443 22.127
## [1281] 16.549 15.476 18.792 15.441 19.082 17.931 22.783 17.359 15.902 24.479
## [1291] 18.002 22.055 15.924 19.250 19.521 21.318 21.564 17.874 20.141 16.447
## [1301] 19.751 18.359 15.033 16.846 23.231 17.394 22.285 19.520 17.506 20.272
## [1311] 19.755 20.631 15.452 16.158 18.708 19.133 21.254 18.865 17.787 17.041
## [1321] 15.790 19.224 19.194 21.487 18.873 17.840 20.237 23.498 16.285 17.005
## [1331] 17.306 18.886 18.026 22.255 22.194 16.684 20.663 18.442 16.093 24.457
## [1341] 19.046 23.558 18.191 17.118 22.916 16.752 18.057 15.100 20.974 20.612
## [1351] 16.070 21.795 16.076 17.306 23.505 15.397 18.781 15.474 18.342 15.350
## [1361] 15.550 18.632 20.318 22.940 23.040 20.487 16.808 20.566 15.291 21.006
## [1371] 19.995 17.820 18.571 16.607 18.042 22.601 19.888 15.456 19.910 21.481
## [1381] 18.069 20.405 16.241 22.996 16.093 22.523 17.602 17.448 16.474 15.939
## [1391] 15.201 15.025 20.479 18.776 18.013 16.785 15.256 15.636 22.943 17.450
## [1401] 16.717 22.518 23.690 16.360 21.609 15.937 24.138 22.613 15.103 23.890
## [1411] 17.467 20.293 17.102 20.986 24.993 16.606 19.103 19.141 24.421 16.919
## [1421] 18.829 19.521 15.120 23.238 17.326 19.685 20.136 16.225 18.846 22.070
## [1431] 15.776 17.864 18.308 19.078 17.770 16.411 15.524 15.352 16.163 16.413
## [1441] 20.690 18.530 18.399 18.479 16.460 19.996 17.168 23.528 23.878 20.876
## [1451] 23.023 18.617 21.358 21.037 16.750 22.432 15.168 18.775 21.534 22.846
## [1461] 15.267 19.210 15.758 17.529 15.265 20.194 17.332 16.616 17.088 15.389
## [1471] 17.913 15.054 17.072 19.141 17.158 15.370 22.451 19.575 21.910 24.993
## [1481] 15.281 15.762 20.144 16.423 16.985 20.379 24.095 21.524 17.537 19.467
## [1491] 19.425 17.994 19.859 15.497 24.138 20.776 20.794 22.896 16.895 16.713
## [1501] 17.312 18.802 22.080 24.479 16.574 23.810 17.163 21.819 20.686 19.015
## [1511] 23.137 18.232 22.521 24.133 16.338 23.566 18.315 16.721 24.993 19.032
## [1521] 21.031 18.600 21.666 17.817 18.272 15.936 23.746 19.757 18.915 23.124
## [1531] 17.193 24.133 16.703 20.170 15.977 23.043 22.051 21.451 18.737 16.443
## [1541] 18.749 19.491 17.474 18.116 22.080 24.247 24.479 16.236 22.517 24.479
## [1551] 23.062 17.795 16.649 18.406 23.048 18.066 24.107 23.424 18.225 19.160
## [1561] 20.145 16.722 20.907 22.406 24.545 21.579 16.509 16.197 22.107 23.768
## [1571] 17.085 22.373 19.515 16.212 23.525 15.758 15.058 23.323 22.587 23.380
## [1581] 22.067 15.026 22.924 16.641 20.907 17.991 17.392 19.762 19.858 22.974
## [1591] 16.722 19.312 18.266 17.392 23.280 22.229 20.789 23.280 23.280 23.249
## [1601] 15.319 23.785 16.752 18.184 16.269 21.097 23.033 22.544 23.882 15.745
## [1611] 17.765 15.826 22.889 17.900 18.773 17.974 18.454 21.319 21.283 17.112
## [1621] 24.067 15.409 21.533 23.053 17.271 21.514 19.196 18.800 21.361 17.248
## [1631] 20.765 15.896 23.912 24.075 17.187 22.829 20.504 15.664 23.525 18.493
## [1641] 18.714 19.945 17.221 15.371 22.465 21.794 18.241 18.352 17.514 21.233
## [1651] 21.390 17.157 17.042 15.794 16.481 20.990 24.479 16.773 21.633 17.920
## [1661] 16.784 17.931 17.565 15.644 19.424 21.504 17.530 17.718 18.026 20.000
## [1671] 17.416 17.059 22.794 15.456 18.326 22.541 21.141 17.287 15.626 17.430
## [1681] 19.598 18.881 19.487 16.246 19.357 15.575 15.669 15.108 23.185 16.837
## [1691] 16.688 24.812 16.936 24.483 18.620 16.084 20.441 18.142 24.479 18.010
## [1701] 24.133 22.449 21.355 20.673 15.515 17.327 16.189 16.948 17.312 20.765
## [1711] 19.485 19.247 23.880 23.771 18.312 17.539 18.400 19.400 18.560 18.380
## [1721] 23.822 18.345 17.152 18.358 17.190 20.011 19.803 21.660 22.717 16.219
## [1731] 15.920 17.321 17.711 21.142 15.473 19.772 15.573 18.807 15.241 19.184
## [1741] 15.502 15.243 15.076 18.324 18.875 16.890 17.681 23.917 15.636 22.427
## [1751] 20.075 17.445 20.251 21.260 15.842 21.986 20.635 17.173 24.421 21.658
## [1761] 21.734 19.882 16.956 20.111 16.624 15.343 20.613 20.069 21.052 15.761
## [1771] 19.729 24.386 17.540 23.259 22.854 22.521 19.499 16.761 24.707 21.793
## [1781] 22.625 21.272 22.091 16.246 21.640 16.239 22.307 15.139 20.087 19.951
## [1791] 22.300 16.680 15.085 23.917 20.251 24.012 23.231 18.317 24.247 17.110
## [1801] 17.821 15.823 23.578 19.619 23.137 16.177 15.868 17.446 18.119 19.467
## [1811] 17.715 23.040 24.993 22.943 23.525 24.133 21.689 20.761 22.055 24.252
## [1821] 20.619 22.827 15.183 19.704 19.685 22.572 15.712 15.415 19.410 18.120
## [1831] 22.311 18.330 15.019 16.491 18.028 21.264 15.572 21.755 19.327 24.418
## [1841] 24.479 15.109 23.388 20.658 21.663 19.411 15.241 18.314 15.045 20.828
## [1851] 15.790 19.724 20.222 23.261 17.857 24.869 19.833 21.334 17.267 21.887
## [1861] 18.070 17.669 21.897 24.434 21.557 16.811 21.594 23.108 23.717 21.857
## [1871] 21.877 16.623 17.129 17.937 15.296 15.117 19.749 20.767 20.124 21.508
## [1881] 17.055 16.762 17.118 21.869 15.630 22.391 17.731 18.220 15.571 15.060
## [1891] 23.822 17.823 20.396 20.159 24.309 16.217 22.027 19.710 23.081 17.711
## [1901] 23.677 16.909 16.352 22.992 20.743 21.721 21.514 20.340 23.043 20.403
## [1911] 18.076 24.993 22.284 22.752 15.772 23.509 16.133 19.326 21.740 17.364
## [1921] 24.993 23.619 16.902 22.705 19.599 18.058 21.919 23.889 15.088 22.491
## [1931] 15.464 22.080 18.614 20.967 22.694 22.042 21.653 18.539 18.707 15.296
## [1941] 17.224 20.840 15.863 20.571 16.233 16.948 20.188 20.742 19.705 21.073
## [1951] 20.267 24.479 17.420 19.679 20.847 19.288 16.109 23.133 17.684 21.704
## [1961] 16.157 16.673 17.727 20.739 15.381 18.616 16.183 19.362 23.144 19.827
## [1971] 16.785 16.177 20.605 20.429 22.866 16.176 15.561 23.053 24.060 19.963
## [1981] 17.741 19.126 15.297 18.946 19.592 20.144 22.183 17.964 16.836 15.118
## [1991] 20.366 21.646 16.795 22.197 20.718 19.545 22.451 15.963 19.047 21.739
## [2001] 18.255 16.007 18.067 18.997 17.604 15.337 22.006 17.516 17.826 16.103
## [2011] 17.409 20.303 17.187 22.559 16.649 16.777 18.285 16.411 15.284 21.191
## [2021] 15.014 16.446 21.290 15.456 18.791 15.611 19.041 16.967 17.248 21.392
## [2031] 15.733 15.034 15.614 15.357 18.863 22.004 23.503 17.527 22.700 23.397
## [2041] 17.906 21.141 16.794 23.923 22.123 19.619 15.885 19.830 22.292 24.479
## [2051] 18.660 19.245 17.255 15.281 21.416 22.857 15.944 17.972 23.584 19.303
## [2061] 17.423 16.543 19.830 15.756 19.432 15.164 16.015 15.832 17.659 19.234
## [2071] 20.773 23.558 20.081 16.699 22.382 24.993 22.402 16.289 17.555 17.094
## [2081] 17.611 18.305 21.741 15.161 22.113 17.085 16.251 16.585 16.188 17.206
## [2091] 19.483 22.906 19.899 17.967 18.938 17.276 17.119 15.273 17.988 21.628
## [2101] 17.001 24.182 20.206 15.887 15.343 15.711 19.301 18.149 20.941 16.740
## [2111] 20.275 17.025 18.073 16.278 15.821 23.591 15.302 18.663 16.291 21.010
## [2121] 16.409 20.652 24.309 18.710 18.357 19.129 18.564 16.576 20.853 19.558
## [2131] 24.677 15.412 24.993 17.228 20.214 15.730 21.532 19.672 24.479 18.759
## [2141] 24.993 22.208 19.835 22.668 16.502 18.960 16.670 17.280 23.141 18.054
## [2151] 21.884 15.332 15.286 21.736 18.423 22.701 16.114 21.600 18.804 20.846
## [2161] 21.184 15.917 15.073 18.152 17.500 17.537 20.828 17.709 17.885 23.271
## [2171] 15.179 18.183 20.655 19.443 19.847 19.461 15.918 15.330 17.310 19.773
## [2181] 21.879 18.226 17.280 15.449 19.098 20.020 22.535 16.980 17.983 22.500
## [2191] 23.585 16.706 20.784 15.539 18.909 16.652 16.706 22.313 24.993 20.767
## [2201] 17.513 23.134 21.873 18.441 20.589 20.556 17.348 16.485 19.836 20.325
## [2211] 21.139 22.678 16.280 20.964 22.854 23.323 19.096 16.180 17.594 20.290
## [2221] 17.276 19.275 20.828 17.231 15.407 16.025 22.526 22.138 16.442 17.768
## [2231] 22.579 17.989 22.851 22.055 20.691 21.445 17.049 15.203 19.989 19.044
## [2241] 23.810 15.358 21.319 22.066 19.816 24.479 19.964 22.370 22.016 15.609
## [2251] 19.795 19.866 20.078 22.085 20.928 17.163 21.563 20.032 22.940 23.686
## [2261] 22.745 20.046 22.909 24.993 15.264 15.466 16.855 23.161 18.718 16.267
## [2271] 23.238 15.781 18.630 19.060 24.993 22.690 21.070 19.004 18.504 15.485
## [2281] 16.216 20.978 18.284 21.517 20.908 19.624 15.240 24.479 22.907 15.230
## [2291] 20.502 18.537 17.258 19.567 16.252 19.391 20.459 19.844 17.163 22.973
## [2301] 20.130 24.479 23.398 24.483 24.993 20.226 17.022 23.464 21.848 18.395
## [2311] 18.805 23.185 23.578 16.440 24.041 17.054 23.394 17.271 24.479 16.148
## [2321] 23.062 17.170 22.189 16.495 15.574 20.542 20.534 16.809 20.468 20.648
## [2331] 23.906 18.171 17.775 22.519 23.007 23.623 19.140 20.245 18.484 18.608
## [2341] 23.578 21.741 21.695 23.323 19.043 18.921 21.539 21.152 19.843 18.394
## [2351] 17.807 17.958 22.772 15.402 16.396 19.565 22.208 17.953 22.365 17.724
## [2361] 15.422 19.686 18.604 22.373 18.814 16.452 17.305 20.828 21.497 16.785
## [2371] 18.295 21.186 17.769 16.405 17.756 24.355 17.045 18.368 17.820 16.475
## [2381] 22.854 19.189 17.889 22.854 18.002 17.846 23.580 15.244 20.296 15.888
## [2391] 19.893 23.772 20.781 24.252 20.564 18.788 17.030 20.945 22.771 15.539
## [2401] 18.822 21.185 20.399 21.797 19.475 23.065 17.969 20.551 18.215 18.196
## [2411] 19.679 22.370 22.685 23.591 15.648 19.391 21.324 15.071 15.445 22.447
## [2421] 18.416 15.927 19.822 23.689 17.255 15.894 24.479 15.825 23.580 23.487
## [2431] 16.653 19.535 16.338 15.216 15.580 18.042 22.354 22.705 22.365 17.763
## [2441] 20.627 15.196 19.699 20.945 20.161 15.639 17.554 17.143 18.910 21.674
## [2451] 20.216 15.235 15.969 19.632 18.630 17.734 18.406 16.743 16.939 24.993
## [2461] 16.311 15.969 20.625 17.594 19.092 17.109 22.475 22.079 21.893 17.554
## [2471] 24.107 24.993 16.590 18.113 18.460 24.421 21.435 16.791 19.670 15.890
## [2481] 24.421 16.166 16.395 19.244 18.330 24.386 21.836 22.359 16.401 20.252
## [2491] 15.547 20.013 20.403 17.342 22.129 22.673 15.936 20.726 16.280 20.716
## [2501] 23.549 21.179 20.730 21.586 16.305 16.646 22.864 16.583 22.653 16.324
## [2511] 23.062 24.112 15.997 23.696 21.366 23.087 19.365 22.401 18.817 15.555
## [2521] 20.121 17.153 22.271 23.501 23.397 24.418 20.094 22.895 24.993 24.993
## [2531] 23.520 15.525 15.523 16.590 16.438 18.125 16.660 22.038 18.999 15.254
## [2541] 15.295 18.143 15.088 21.455 23.138 23.060 22.321 23.878 16.053 22.648
## [2551] 23.009 24.993 18.135 23.484 24.133 20.968 15.202 23.275 21.022 18.758
## [2561] 16.813 15.749 21.008 23.607 16.022 16.157 22.103 16.060 17.079 19.281
## [2571] 24.993 15.649 16.814 21.979 21.627 21.145 23.053 22.906 15.184 15.105
## [2581] 18.262 17.679 19.936 21.074 19.827 17.306 18.491 15.115 23.522 17.252
## [2591] 18.867 22.512 21.188 18.772 18.463 15.624 20.237 20.006 22.102 15.668
## [2601] 18.470 15.712 18.378 16.207 15.780 22.135 16.424 15.991 22.027 20.219
## [2611] 21.687 17.461 20.781 19.662 17.672 18.610 18.314 15.323 16.187 17.642
## [2621] 17.492 16.408 19.401 19.658 20.688 22.889 18.904 17.413 20.809 18.757
## [2631] 18.866 20.185 21.498 23.652 18.621 19.334 17.683 19.392 16.060 16.735
## [2641] 17.414 19.355 19.919 17.711 16.748 17.281 17.711 15.016 21.696 22.880
## [2651] 21.384 17.408 17.918 20.746 19.311 20.171 15.577 23.286 15.009 20.679
## [2661] 15.863 20.879 19.710 21.448 17.453 24.479 18.384 19.173 24.172 21.453
## [2671] 21.795 20.008 18.457 15.283 17.316 17.221 15.810 19.331 16.964 18.107
## [2681] 17.271 17.409 20.864 15.817 22.229 17.076 21.119 16.017 17.207 17.259
## [2691] 17.772 22.814 17.473 16.818 16.515 20.622 23.362 16.685 23.032 19.422
## [2701] 17.511 18.686 15.924 22.345 18.884 21.511 15.800 20.986 18.408 19.068
## [2711] 21.904 22.768 18.309 17.824 18.277 18.099 15.624 16.656 20.577 18.687
## [2721] 19.544 15.609 17.531 19.248 22.940 23.118 15.428 19.775 18.230 22.683
## [2731] 19.117 16.976 22.470 23.124 17.948 15.359 19.648 22.618 22.421 19.761
## [2741] 17.706 24.252 18.671 15.492 23.768 17.478 17.148 24.292 16.744 22.153
## [2751] 16.173 23.811 20.424 20.454 23.599 16.591 17.285 19.983 19.324 17.342
## [2761] 20.866 20.844 16.541 17.728 15.549 16.298 16.376 15.053 17.976 15.666
## [2771] 15.186 24.147 23.077 24.386 22.278 24.462 21.837 24.086 22.368 23.466
## [2781] 16.690 23.101 21.244 17.401 21.355 19.487 24.993 18.602 22.116 19.810
## [2791] 23.189 23.773 15.233 22.558 23.016 18.620 16.469 20.470 15.265 19.958
## [2801] 22.169 24.180 17.804 16.628 23.277 19.285 24.479 22.818 21.966 20.353
## [2811] 15.292 20.489 23.689 19.279 17.813 19.781 23.289 22.059 20.468 20.636
## [2821] 15.085 22.320 19.404 22.512 15.767 21.890 19.624 18.185 21.829 21.085
## [2831] 16.956 19.477 16.734 18.415 16.206 17.321 22.095 19.703 19.341 15.283
## [2841] 19.612 17.964 18.056 15.628 19.461 18.268 17.400 20.240 20.244 17.876
## [2851] 21.204 23.151 19.591 19.797 24.232 22.714 19.566 19.644 17.348 21.435
## [2861] 24.386 21.781 22.106 18.578 19.030 20.668 23.723 18.660 24.677 19.527
## [2871] 15.847 16.540 20.939 23.182 21.546 17.620 22.632 23.281 23.960 22.517
## [2881] 21.489 19.521 22.566 21.362 20.453 15.280 17.490 22.082 15.708 23.231
## [2891] 16.647 16.501 23.501 19.324 21.377 18.413 19.174 20.847 22.517 23.396
## [2901] 18.370 20.761 15.471 17.334 18.534 20.784 19.564 20.975 20.149 23.818
## [2911] 17.485 22.802 21.896 21.846 19.599 15.995 23.715 23.962 22.206 18.014
## [2921] 18.172 17.040 20.330 17.428 17.589 20.740 22.751 18.871 16.168 19.664
## [2931] 24.479 21.530 15.021 24.292 20.540 16.553 18.329 24.993 18.487 18.519
## [2941] 15.260 22.780 20.967 20.402 19.641 16.241 22.733
str(Ma15)
##  num [1:2947] 19.7 20.3 17.9 21.5 16.1 ...
Ma1<-cut(Ma15,4) #phân tổ thành 4 bảng 
Ma1
##    [1] (17.5,20] (20,22.5] (17.5,20] (20,22.5] (15,17.5] (20,22.5] (20,22.5]
##    [8] (20,22.5] (20,22.5] (17.5,20] (15,17.5] (20,22.5] (15,17.5] (22.5,25]
##   [15] (15,17.5] (22.5,25] (17.5,20] (17.5,20] (20,22.5] (20,22.5] (17.5,20]
##   [22] (17.5,20] (20,22.5] (20,22.5] (17.5,20] (22.5,25] (22.5,25] (20,22.5]
##   [29] (17.5,20] (22.5,25] (22.5,25] (15,17.5] (15,17.5] (22.5,25] (15,17.5]
##   [36] (15,17.5] (17.5,20] (20,22.5] (20,22.5] (20,22.5] (22.5,25] (20,22.5]
##   [43] (20,22.5] (17.5,20] (20,22.5] (22.5,25] (20,22.5] (20,22.5] (22.5,25]
##   [50] (15,17.5] (15,17.5] (15,17.5] (15,17.5] (17.5,20] (17.5,20] (20,22.5]
##   [57] (20,22.5] (17.5,20] (15,17.5] (17.5,20] (17.5,20] (15,17.5] (17.5,20]
##   [64] (15,17.5] (17.5,20] (15,17.5] (20,22.5] (15,17.5] (15,17.5] (17.5,20]
##   [71] (15,17.5] (17.5,20] (15,17.5] (22.5,25] (22.5,25] (15,17.5] (20,22.5]
##   [78] (20,22.5] (17.5,20] (20,22.5] (22.5,25] (22.5,25] (17.5,20] (20,22.5]
##   [85] (15,17.5] (22.5,25] (15,17.5] (22.5,25] (17.5,20] (15,17.5] (20,22.5]
##   [92] (20,22.5] (22.5,25] (17.5,20] (22.5,25] (22.5,25] (22.5,25] (20,22.5]
##   [99] (17.5,20] (22.5,25] (15,17.5] (22.5,25] (20,22.5] (22.5,25] (15,17.5]
##  [106] (20,22.5] (17.5,20] (17.5,20] (22.5,25] (17.5,20] (20,22.5] (15,17.5]
##  [113] (20,22.5] (22.5,25] (17.5,20] (17.5,20] (15,17.5] (20,22.5] (22.5,25]
##  [120] (17.5,20] (15,17.5] (15,17.5] (15,17.5] (20,22.5] (17.5,20] (17.5,20]
##  [127] (22.5,25] (22.5,25] (15,17.5] (15,17.5] (20,22.5] (17.5,20] (15,17.5]
##  [134] (22.5,25] (15,17.5] (22.5,25] (22.5,25] (17.5,20] (20,22.5] (22.5,25]
##  [141] (15,17.5] (20,22.5] (17.5,20] (17.5,20] (22.5,25] (15,17.5] (17.5,20]
##  [148] (15,17.5] (15,17.5] (22.5,25] (17.5,20] (22.5,25] (17.5,20] (17.5,20]
##  [155] (20,22.5] (22.5,25] (20,22.5] (20,22.5] (17.5,20] (20,22.5] (17.5,20]
##  [162] (22.5,25] (17.5,20] (17.5,20] (17.5,20] (22.5,25] (20,22.5] (15,17.5]
##  [169] (17.5,20] (20,22.5] (20,22.5] (22.5,25] (20,22.5] (22.5,25] (15,17.5]
##  [176] (17.5,20] (20,22.5] (15,17.5] (15,17.5] (15,17.5] (17.5,20] (22.5,25]
##  [183] (15,17.5] (22.5,25] (22.5,25] (17.5,20] (15,17.5] (15,17.5] (20,22.5]
##  [190] (17.5,20] (20,22.5] (20,22.5] (20,22.5] (15,17.5] (15,17.5] (17.5,20]
##  [197] (22.5,25] (20,22.5] (22.5,25] (17.5,20] (22.5,25] (22.5,25] (20,22.5]
##  [204] (15,17.5] (15,17.5] (17.5,20] (22.5,25] (17.5,20] (15,17.5] (15,17.5]
##  [211] (17.5,20] (22.5,25] (15,17.5] (20,22.5] (20,22.5] (17.5,20] (20,22.5]
##  [218] (17.5,20] (20,22.5] (22.5,25] (20,22.5] (22.5,25] (17.5,20] (17.5,20]
##  [225] (20,22.5] (20,22.5] (22.5,25] (15,17.5] (22.5,25] (17.5,20] (15,17.5]
##  [232] (20,22.5] (20,22.5] (20,22.5] (20,22.5] (22.5,25] (22.5,25] (20,22.5]
##  [239] (20,22.5] (17.5,20] (22.5,25] (22.5,25] (17.5,20] (15,17.5] (22.5,25]
##  [246] (22.5,25] (17.5,20] (15,17.5] (22.5,25] (20,22.5] (17.5,20] (22.5,25]
##  [253] (20,22.5] (15,17.5] (15,17.5] (20,22.5] (17.5,20] (15,17.5] (22.5,25]
##  [260] (22.5,25] (20,22.5] (22.5,25] (15,17.5] (17.5,20] (15,17.5] (17.5,20]
##  [267] (15,17.5] (20,22.5] (22.5,25] (15,17.5] (15,17.5] (22.5,25] (20,22.5]
##  [274] (20,22.5] (22.5,25] (22.5,25] (20,22.5] (22.5,25] (15,17.5] (22.5,25]
##  [281] (15,17.5] (15,17.5] (20,22.5] (20,22.5] (17.5,20] (22.5,25] (20,22.5]
##  [288] (20,22.5] (22.5,25] (20,22.5] (22.5,25] (17.5,20] (20,22.5] (17.5,20]
##  [295] (20,22.5] (22.5,25] (22.5,25] (15,17.5] (20,22.5] (20,22.5] (17.5,20]
##  [302] (17.5,20] (20,22.5] (17.5,20] (17.5,20] (15,17.5] (20,22.5] (17.5,20]
##  [309] (15,17.5] (15,17.5] (22.5,25] (15,17.5] (15,17.5] (15,17.5] (17.5,20]
##  [316] (15,17.5] (22.5,25] (20,22.5] (17.5,20] (22.5,25] (17.5,20] (15,17.5]
##  [323] (15,17.5] (20,22.5] (15,17.5] (17.5,20] (15,17.5] (22.5,25] (22.5,25]
##  [330] (17.5,20] (20,22.5] (20,22.5] (22.5,25] (20,22.5] (17.5,20] (17.5,20]
##  [337] (20,22.5] (20,22.5] (15,17.5] (22.5,25] (17.5,20] (17.5,20] (15,17.5]
##  [344] (17.5,20] (22.5,25] (17.5,20] (15,17.5] (20,22.5] (22.5,25] (20,22.5]
##  [351] (20,22.5] (20,22.5] (22.5,25] (15,17.5] (15,17.5] (17.5,20] (20,22.5]
##  [358] (20,22.5] (15,17.5] (17.5,20] (15,17.5] (15,17.5] (15,17.5] (17.5,20]
##  [365] (17.5,20] (22.5,25] (20,22.5] (15,17.5] (15,17.5] (15,17.5] (15,17.5]
##  [372] (15,17.5] (15,17.5] (15,17.5] (15,17.5] (15,17.5] (15,17.5] (17.5,20]
##  [379] (15,17.5] (20,22.5] (15,17.5] (15,17.5] (15,17.5] (20,22.5] (22.5,25]
##  [386] (22.5,25] (17.5,20] (22.5,25] (22.5,25] (17.5,20] (20,22.5] (22.5,25]
##  [393] (20,22.5] (20,22.5] (17.5,20] (20,22.5] (20,22.5] (17.5,20] (17.5,20]
##  [400] (20,22.5] (22.5,25] (20,22.5] (20,22.5] (20,22.5] (15,17.5] (15,17.5]
##  [407] (17.5,20] (20,22.5] (17.5,20] (22.5,25] (22.5,25] (20,22.5] (17.5,20]
##  [414] (22.5,25] (22.5,25] (22.5,25] (15,17.5] (17.5,20] (22.5,25] (22.5,25]
##  [421] (20,22.5] (20,22.5] (17.5,20] (20,22.5] (22.5,25] (15,17.5] (20,22.5]
##  [428] (15,17.5] (20,22.5] (17.5,20] (15,17.5] (17.5,20] (15,17.5] (15,17.5]
##  [435] (20,22.5] (15,17.5] (22.5,25] (20,22.5] (17.5,20] (22.5,25] (17.5,20]
##  [442] (17.5,20] (15,17.5] (22.5,25] (15,17.5] (15,17.5] (17.5,20] (17.5,20]
##  [449] (17.5,20] (15,17.5] (17.5,20] (17.5,20] (20,22.5] (17.5,20] (17.5,20]
##  [456] (15,17.5] (22.5,25] (20,22.5] (15,17.5] (17.5,20] (15,17.5] (17.5,20]
##  [463] (20,22.5] (15,17.5] (22.5,25] (20,22.5] (15,17.5] (15,17.5] (17.5,20]
##  [470] (15,17.5] (20,22.5] (15,17.5] (20,22.5] (20,22.5] (15,17.5] (20,22.5]
##  [477] (17.5,20] (15,17.5] (17.5,20] (22.5,25] (22.5,25] (20,22.5] (22.5,25]
##  [484] (17.5,20] (20,22.5] (20,22.5] (20,22.5] (17.5,20] (15,17.5] (22.5,25]
##  [491] (20,22.5] (15,17.5] (22.5,25] (17.5,20] (15,17.5] (22.5,25] (15,17.5]
##  [498] (15,17.5] (15,17.5] (17.5,20] (15,17.5] (17.5,20] (20,22.5] (20,22.5]
##  [505] (17.5,20] (15,17.5] (17.5,20] (17.5,20] (20,22.5] (15,17.5] (20,22.5]
##  [512] (22.5,25] (15,17.5] (20,22.5] (17.5,20] (17.5,20] (17.5,20] (20,22.5]
##  [519] (22.5,25] (20,22.5] (15,17.5] (20,22.5] (15,17.5] (17.5,20] (17.5,20]
##  [526] (15,17.5] (17.5,20] (15,17.5] (15,17.5] (17.5,20] (17.5,20] (22.5,25]
##  [533] (17.5,20] (15,17.5] (22.5,25] (20,22.5] (20,22.5] (15,17.5] (15,17.5]
##  [540] (15,17.5] (20,22.5] (20,22.5] (15,17.5] (22.5,25] (17.5,20] (20,22.5]
##  [547] (20,22.5] (15,17.5] (17.5,20] (20,22.5] (17.5,20] (15,17.5] (20,22.5]
##  [554] (15,17.5] (20,22.5] (15,17.5] (17.5,20] (22.5,25] (15,17.5] (17.5,20]
##  [561] (15,17.5] (15,17.5] (15,17.5] (15,17.5] (20,22.5] (22.5,25] (17.5,20]
##  [568] (22.5,25] (15,17.5] (20,22.5] (17.5,20] (15,17.5] (17.5,20] (22.5,25]
##  [575] (15,17.5] (15,17.5] (15,17.5] (15,17.5] (17.5,20] (17.5,20] (17.5,20]
##  [582] (15,17.5] (17.5,20] (15,17.5] (20,22.5] (17.5,20] (22.5,25] (22.5,25]
##  [589] (17.5,20] (15,17.5] (22.5,25] (20,22.5] (22.5,25] (20,22.5] (20,22.5]
##  [596] (17.5,20] (15,17.5] (20,22.5] (20,22.5] (20,22.5] (20,22.5] (20,22.5]
##  [603] (20,22.5] (15,17.5] (17.5,20] (17.5,20] (20,22.5] (20,22.5] (15,17.5]
##  [610] (22.5,25] (20,22.5] (20,22.5] (22.5,25] (22.5,25] (17.5,20] (17.5,20]
##  [617] (20,22.5] (17.5,20] (17.5,20] (22.5,25] (20,22.5] (15,17.5] (15,17.5]
##  [624] (22.5,25] (17.5,20] (22.5,25] (22.5,25] (20,22.5] (20,22.5] (17.5,20]
##  [631] (17.5,20] (17.5,20] (17.5,20] (22.5,25] (17.5,20] (20,22.5] (20,22.5]
##  [638] (22.5,25] (15,17.5] (20,22.5] (15,17.5] (15,17.5] (15,17.5] (20,22.5]
##  [645] (20,22.5] (20,22.5] (17.5,20] (17.5,20] (15,17.5] (17.5,20] (20,22.5]
##  [652] (17.5,20] (15,17.5] (17.5,20] (20,22.5] (17.5,20] (17.5,20] (17.5,20]
##  [659] (20,22.5] (17.5,20] (22.5,25] (17.5,20] (15,17.5] (17.5,20] (15,17.5]
##  [666] (20,22.5] (20,22.5] (20,22.5] (20,22.5] (22.5,25] (22.5,25] (17.5,20]
##  [673] (22.5,25] (15,17.5] (20,22.5] (22.5,25] (15,17.5] (20,22.5] (22.5,25]
##  [680] (15,17.5] (20,22.5] (15,17.5] (20,22.5] (20,22.5] (15,17.5] (15,17.5]
##  [687] (22.5,25] (17.5,20] (22.5,25] (17.5,20] (17.5,20] (17.5,20] (22.5,25]
##  [694] (17.5,20] (15,17.5] (20,22.5] (17.5,20] (15,17.5] (17.5,20] (20,22.5]
##  [701] (20,22.5] (15,17.5] (17.5,20] (20,22.5] (15,17.5] (15,17.5] (22.5,25]
##  [708] (15,17.5] (17.5,20] (22.5,25] (15,17.5] (17.5,20] (20,22.5] (17.5,20]
##  [715] (17.5,20] (20,22.5] (20,22.5] (20,22.5] (15,17.5] (20,22.5] (20,22.5]
##  [722] (20,22.5] (15,17.5] (15,17.5] (20,22.5] (15,17.5] (17.5,20] (20,22.5]
##  [729] (15,17.5] (15,17.5] (20,22.5] (15,17.5] (20,22.5] (17.5,20] (15,17.5]
##  [736] (20,22.5] (17.5,20] (22.5,25] (15,17.5] (20,22.5] (20,22.5] (15,17.5]
##  [743] (20,22.5] (17.5,20] (17.5,20] (20,22.5] (15,17.5] (15,17.5] (15,17.5]
##  [750] (20,22.5] (22.5,25] (22.5,25] (22.5,25] (15,17.5] (15,17.5] (17.5,20]
##  [757] (20,22.5] (15,17.5] (20,22.5] (20,22.5] (17.5,20] (17.5,20] (17.5,20]
##  [764] (20,22.5] (17.5,20] (17.5,20] (17.5,20] (20,22.5] (15,17.5] (22.5,25]
##  [771] (15,17.5] (20,22.5] (22.5,25] (15,17.5] (15,17.5] (20,22.5] (17.5,20]
##  [778] (20,22.5] (22.5,25] (15,17.5] (17.5,20] (20,22.5] (17.5,20] (22.5,25]
##  [785] (20,22.5] (15,17.5] (15,17.5] (17.5,20] (17.5,20] (15,17.5] (17.5,20]
##  [792] (15,17.5] (15,17.5] (22.5,25] (22.5,25] (17.5,20] (22.5,25] (22.5,25]
##  [799] (17.5,20] (17.5,20] (20,22.5] (22.5,25] (17.5,20] (22.5,25] (17.5,20]
##  [806] (20,22.5] (20,22.5] (15,17.5] (17.5,20] (20,22.5] (15,17.5] (15,17.5]
##  [813] (17.5,20] (17.5,20] (15,17.5] (20,22.5] (22.5,25] (20,22.5] (15,17.5]
##  [820] (15,17.5] (17.5,20] (22.5,25] (22.5,25] (22.5,25] (22.5,25] (17.5,20]
##  [827] (15,17.5] (15,17.5] (22.5,25] (17.5,20] (22.5,25] (15,17.5] (15,17.5]
##  [834] (22.5,25] (20,22.5] (22.5,25] (15,17.5] (15,17.5] (22.5,25] (15,17.5]
##  [841] (22.5,25] (20,22.5] (15,17.5] (17.5,20] (15,17.5] (20,22.5] (17.5,20]
##  [848] (22.5,25] (20,22.5] (17.5,20] (15,17.5] (17.5,20] (17.5,20] (17.5,20]
##  [855] (20,22.5] (22.5,25] (20,22.5] (22.5,25] (15,17.5] (22.5,25] (17.5,20]
##  [862] (15,17.5] (22.5,25] (17.5,20] (15,17.5] (17.5,20] (20,22.5] (20,22.5]
##  [869] (15,17.5] (22.5,25] (20,22.5] (20,22.5] (20,22.5] (22.5,25] (15,17.5]
##  [876] (15,17.5] (17.5,20] (20,22.5] (15,17.5] (15,17.5] (20,22.5] (22.5,25]
##  [883] (22.5,25] (20,22.5] (20,22.5] (20,22.5] (20,22.5] (20,22.5] (20,22.5]
##  [890] (17.5,20] (22.5,25] (22.5,25] (22.5,25] (17.5,20] (20,22.5] (22.5,25]
##  [897] (15,17.5] (20,22.5] (17.5,20] (17.5,20] (20,22.5] (17.5,20] (20,22.5]
##  [904] (20,22.5] (17.5,20] (20,22.5] (20,22.5] (15,17.5] (17.5,20] (22.5,25]
##  [911] (17.5,20] (15,17.5] (17.5,20] (20,22.5] (17.5,20] (20,22.5] (17.5,20]
##  [918] (20,22.5] (17.5,20] (20,22.5] (17.5,20] (15,17.5] (17.5,20] (15,17.5]
##  [925] (17.5,20] (17.5,20] (15,17.5] (15,17.5] (17.5,20] (20,22.5] (15,17.5]
##  [932] (20,22.5] (15,17.5] (15,17.5] (22.5,25] (20,22.5] (20,22.5] (15,17.5]
##  [939] (17.5,20] (20,22.5] (17.5,20] (17.5,20] (15,17.5] (17.5,20] (17.5,20]
##  [946] (17.5,20] (17.5,20] (22.5,25] (15,17.5] (15,17.5] (15,17.5] (22.5,25]
##  [953] (17.5,20] (15,17.5] (15,17.5] (15,17.5] (17.5,20] (17.5,20] (15,17.5]
##  [960] (20,22.5] (15,17.5] (20,22.5] (17.5,20] (15,17.5] (17.5,20] (22.5,25]
##  [967] (17.5,20] (20,22.5] (20,22.5] (15,17.5] (17.5,20] (20,22.5] (22.5,25]
##  [974] (15,17.5] (20,22.5] (15,17.5] (15,17.5] (15,17.5] (22.5,25] (22.5,25]
##  [981] (17.5,20] (22.5,25] (20,22.5] (22.5,25] (15,17.5] (22.5,25] (15,17.5]
##  [988] (20,22.5] (15,17.5] (17.5,20] (15,17.5] (17.5,20] (20,22.5] (20,22.5]
##  [995] (17.5,20] (22.5,25] (17.5,20] (20,22.5] (20,22.5] (17.5,20] (17.5,20]
## [1002] (20,22.5] (20,22.5] (17.5,20] (22.5,25] (22.5,25] (22.5,25] (22.5,25]
## [1009] (15,17.5] (17.5,20] (15,17.5] (20,22.5] (20,22.5] (22.5,25] (20,22.5]
## [1016] (22.5,25] (17.5,20] (20,22.5] (17.5,20] (17.5,20] (20,22.5] (20,22.5]
## [1023] (17.5,20] (20,22.5] (15,17.5] (17.5,20] (20,22.5] (15,17.5] (20,22.5]
## [1030] (17.5,20] (17.5,20] (20,22.5] (17.5,20] (15,17.5] (17.5,20] (22.5,25]
## [1037] (15,17.5] (15,17.5] (15,17.5] (15,17.5] (15,17.5] (17.5,20] (17.5,20]
## [1044] (15,17.5] (20,22.5] (17.5,20] (22.5,25] (15,17.5] (20,22.5] (22.5,25]
## [1051] (17.5,20] (22.5,25] (15,17.5] (17.5,20] (20,22.5] (17.5,20] (20,22.5]
## [1058] (15,17.5] (20,22.5] (22.5,25] (22.5,25] (22.5,25] (15,17.5] (20,22.5]
## [1065] (15,17.5] (15,17.5] (17.5,20] (15,17.5] (22.5,25] (15,17.5] (20,22.5]
## [1072] (20,22.5] (22.5,25] (17.5,20] (20,22.5] (15,17.5] (20,22.5] (20,22.5]
## [1079] (17.5,20] (20,22.5] (22.5,25] (15,17.5] (20,22.5] (22.5,25] (20,22.5]
## [1086] (17.5,20] (17.5,20] (22.5,25] (17.5,20] (22.5,25] (15,17.5] (15,17.5]
## [1093] (15,17.5] (22.5,25] (17.5,20] (22.5,25] (17.5,20] (17.5,20] (17.5,20]
## [1100] (20,22.5] (20,22.5] (17.5,20] (22.5,25] (22.5,25] (22.5,25] (15,17.5]
## [1107] (15,17.5] (17.5,20] (22.5,25] (20,22.5] (15,17.5] (15,17.5] (17.5,20]
## [1114] (15,17.5] (17.5,20] (20,22.5] (17.5,20] (17.5,20] (17.5,20] (15,17.5]
## [1121] (17.5,20] (20,22.5] (15,17.5] (22.5,25] (15,17.5] (15,17.5] (20,22.5]
## [1128] (22.5,25] (15,17.5] (22.5,25] (15,17.5] (20,22.5] (20,22.5] (15,17.5]
## [1135] (17.5,20] (17.5,20] (17.5,20] (22.5,25] (22.5,25] (15,17.5] (15,17.5]
## [1142] (15,17.5] (15,17.5] (15,17.5] (15,17.5] (20,22.5] (15,17.5] (15,17.5]
## [1149] (15,17.5] (15,17.5] (17.5,20] (17.5,20] (17.5,20] (22.5,25] (20,22.5]
## [1156] (17.5,20] (17.5,20] (15,17.5] (22.5,25] (20,22.5] (22.5,25] (20,22.5]
## [1163] (22.5,25] (20,22.5] (17.5,20] (17.5,20] (17.5,20] (17.5,20] (22.5,25]
## [1170] (22.5,25] (17.5,20] (22.5,25] (17.5,20] (22.5,25] (22.5,25] (15,17.5]
## [1177] (15,17.5] (15,17.5] (22.5,25] (22.5,25] (20,22.5] (15,17.5] (17.5,20]
## [1184] (17.5,20] (22.5,25] (15,17.5] (20,22.5] (20,22.5] (15,17.5] (17.5,20]
## [1191] (17.5,20] (20,22.5] (17.5,20] (15,17.5] (17.5,20] (20,22.5] (20,22.5]
## [1198] (20,22.5] (20,22.5] (17.5,20] (20,22.5] (15,17.5] (17.5,20] (17.5,20]
## [1205] (17.5,20] (15,17.5] (22.5,25] (20,22.5] (22.5,25] (22.5,25] (17.5,20]
## [1212] (17.5,20] (22.5,25] (17.5,20] (17.5,20] (22.5,25] (17.5,20] (15,17.5]
## [1219] (17.5,20] (20,22.5] (20,22.5] (15,17.5] (20,22.5] (22.5,25] (17.5,20]
## [1226] (17.5,20] (17.5,20] (20,22.5] (20,22.5] (17.5,20] (15,17.5] (15,17.5]
## [1233] (20,22.5] (17.5,20] (20,22.5] (22.5,25] (17.5,20] (15,17.5] (15,17.5]
## [1240] (20,22.5] (15,17.5] (15,17.5] (22.5,25] (17.5,20] (17.5,20] (20,22.5]
## [1247] (17.5,20] (17.5,20] (15,17.5] (20,22.5] (17.5,20] (17.5,20] (15,17.5]
## [1254] (20,22.5] (20,22.5] (15,17.5] (15,17.5] (17.5,20] (20,22.5] (22.5,25]
## [1261] (15,17.5] (22.5,25] (15,17.5] (17.5,20] (15,17.5] (17.5,20] (15,17.5]
## [1268] (15,17.5] (15,17.5] (17.5,20] (17.5,20] (20,22.5] (20,22.5] (15,17.5]
## [1275] (22.5,25] (17.5,20] (20,22.5] (20,22.5] (17.5,20] (20,22.5] (15,17.5]
## [1282] (15,17.5] (17.5,20] (15,17.5] (17.5,20] (17.5,20] (22.5,25] (15,17.5]
## [1289] (15,17.5] (22.5,25] (17.5,20] (20,22.5] (15,17.5] (17.5,20] (17.5,20]
## [1296] (20,22.5] (20,22.5] (17.5,20] (20,22.5] (15,17.5] (17.5,20] (17.5,20]
## [1303] (15,17.5] (15,17.5] (22.5,25] (15,17.5] (20,22.5] (17.5,20] (17.5,20]
## [1310] (20,22.5] (17.5,20] (20,22.5] (15,17.5] (15,17.5] (17.5,20] (17.5,20]
## [1317] (20,22.5] (17.5,20] (17.5,20] (15,17.5] (15,17.5] (17.5,20] (17.5,20]
## [1324] (20,22.5] (17.5,20] (17.5,20] (20,22.5] (22.5,25] (15,17.5] (15,17.5]
## [1331] (15,17.5] (17.5,20] (17.5,20] (20,22.5] (20,22.5] (15,17.5] (20,22.5]
## [1338] (17.5,20] (15,17.5] (22.5,25] (17.5,20] (22.5,25] (17.5,20] (15,17.5]
## [1345] (22.5,25] (15,17.5] (17.5,20] (15,17.5] (20,22.5] (20,22.5] (15,17.5]
## [1352] (20,22.5] (15,17.5] (15,17.5] (22.5,25] (15,17.5] (17.5,20] (15,17.5]
## [1359] (17.5,20] (15,17.5] (15,17.5] (17.5,20] (20,22.5] (22.5,25] (22.5,25]
## [1366] (20,22.5] (15,17.5] (20,22.5] (15,17.5] (20,22.5] (17.5,20] (17.5,20]
## [1373] (17.5,20] (15,17.5] (17.5,20] (22.5,25] (17.5,20] (15,17.5] (17.5,20]
## [1380] (20,22.5] (17.5,20] (20,22.5] (15,17.5] (22.5,25] (15,17.5] (22.5,25]
## [1387] (17.5,20] (15,17.5] (15,17.5] (15,17.5] (15,17.5] (15,17.5] (20,22.5]
## [1394] (17.5,20] (17.5,20] (15,17.5] (15,17.5] (15,17.5] (22.5,25] (15,17.5]
## [1401] (15,17.5] (22.5,25] (22.5,25] (15,17.5] (20,22.5] (15,17.5] (22.5,25]
## [1408] (22.5,25] (15,17.5] (22.5,25] (15,17.5] (20,22.5] (15,17.5] (20,22.5]
## [1415] (22.5,25] (15,17.5] (17.5,20] (17.5,20] (22.5,25] (15,17.5] (17.5,20]
## [1422] (17.5,20] (15,17.5] (22.5,25] (15,17.5] (17.5,20] (20,22.5] (15,17.5]
## [1429] (17.5,20] (20,22.5] (15,17.5] (17.5,20] (17.5,20] (17.5,20] (17.5,20]
## [1436] (15,17.5] (15,17.5] (15,17.5] (15,17.5] (15,17.5] (20,22.5] (17.5,20]
## [1443] (17.5,20] (17.5,20] (15,17.5] (17.5,20] (15,17.5] (22.5,25] (22.5,25]
## [1450] (20,22.5] (22.5,25] (17.5,20] (20,22.5] (20,22.5] (15,17.5] (20,22.5]
## [1457] (15,17.5] (17.5,20] (20,22.5] (22.5,25] (15,17.5] (17.5,20] (15,17.5]
## [1464] (17.5,20] (15,17.5] (20,22.5] (15,17.5] (15,17.5] (15,17.5] (15,17.5]
## [1471] (17.5,20] (15,17.5] (15,17.5] (17.5,20] (15,17.5] (15,17.5] (20,22.5]
## [1478] (17.5,20] (20,22.5] (22.5,25] (15,17.5] (15,17.5] (20,22.5] (15,17.5]
## [1485] (15,17.5] (20,22.5] (22.5,25] (20,22.5] (17.5,20] (17.5,20] (17.5,20]
## [1492] (17.5,20] (17.5,20] (15,17.5] (22.5,25] (20,22.5] (20,22.5] (22.5,25]
## [1499] (15,17.5] (15,17.5] (15,17.5] (17.5,20] (20,22.5] (22.5,25] (15,17.5]
## [1506] (22.5,25] (15,17.5] (20,22.5] (20,22.5] (17.5,20] (22.5,25] (17.5,20]
## [1513] (22.5,25] (22.5,25] (15,17.5] (22.5,25] (17.5,20] (15,17.5] (22.5,25]
## [1520] (17.5,20] (20,22.5] (17.5,20] (20,22.5] (17.5,20] (17.5,20] (15,17.5]
## [1527] (22.5,25] (17.5,20] (17.5,20] (22.5,25] (15,17.5] (22.5,25] (15,17.5]
## [1534] (20,22.5] (15,17.5] (22.5,25] (20,22.5] (20,22.5] (17.5,20] (15,17.5]
## [1541] (17.5,20] (17.5,20] (15,17.5] (17.5,20] (20,22.5] (22.5,25] (22.5,25]
## [1548] (15,17.5] (22.5,25] (22.5,25] (22.5,25] (17.5,20] (15,17.5] (17.5,20]
## [1555] (22.5,25] (17.5,20] (22.5,25] (22.5,25] (17.5,20] (17.5,20] (20,22.5]
## [1562] (15,17.5] (20,22.5] (20,22.5] (22.5,25] (20,22.5] (15,17.5] (15,17.5]
## [1569] (20,22.5] (22.5,25] (15,17.5] (20,22.5] (17.5,20] (15,17.5] (22.5,25]
## [1576] (15,17.5] (15,17.5] (22.5,25] (22.5,25] (22.5,25] (20,22.5] (15,17.5]
## [1583] (22.5,25] (15,17.5] (20,22.5] (17.5,20] (15,17.5] (17.5,20] (17.5,20]
## [1590] (22.5,25] (15,17.5] (17.5,20] (17.5,20] (15,17.5] (22.5,25] (20,22.5]
## [1597] (20,22.5] (22.5,25] (22.5,25] (22.5,25] (15,17.5] (22.5,25] (15,17.5]
## [1604] (17.5,20] (15,17.5] (20,22.5] (22.5,25] (22.5,25] (22.5,25] (15,17.5]
## [1611] (17.5,20] (15,17.5] (22.5,25] (17.5,20] (17.5,20] (17.5,20] (17.5,20]
## [1618] (20,22.5] (20,22.5] (15,17.5] (22.5,25] (15,17.5] (20,22.5] (22.5,25]
## [1625] (15,17.5] (20,22.5] (17.5,20] (17.5,20] (20,22.5] (15,17.5] (20,22.5]
## [1632] (15,17.5] (22.5,25] (22.5,25] (15,17.5] (22.5,25] (20,22.5] (15,17.5]
## [1639] (22.5,25] (17.5,20] (17.5,20] (17.5,20] (15,17.5] (15,17.5] (20,22.5]
## [1646] (20,22.5] (17.5,20] (17.5,20] (17.5,20] (20,22.5] (20,22.5] (15,17.5]
## [1653] (15,17.5] (15,17.5] (15,17.5] (20,22.5] (22.5,25] (15,17.5] (20,22.5]
## [1660] (17.5,20] (15,17.5] (17.5,20] (17.5,20] (15,17.5] (17.5,20] (20,22.5]
## [1667] (17.5,20] (17.5,20] (17.5,20] (17.5,20] (15,17.5] (15,17.5] (22.5,25]
## [1674] (15,17.5] (17.5,20] (22.5,25] (20,22.5] (15,17.5] (15,17.5] (15,17.5]
## [1681] (17.5,20] (17.5,20] (17.5,20] (15,17.5] (17.5,20] (15,17.5] (15,17.5]
## [1688] (15,17.5] (22.5,25] (15,17.5] (15,17.5] (22.5,25] (15,17.5] (22.5,25]
## [1695] (17.5,20] (15,17.5] (20,22.5] (17.5,20] (22.5,25] (17.5,20] (22.5,25]
## [1702] (20,22.5] (20,22.5] (20,22.5] (15,17.5] (15,17.5] (15,17.5] (15,17.5]
## [1709] (15,17.5] (20,22.5] (17.5,20] (17.5,20] (22.5,25] (22.5,25] (17.5,20]
## [1716] (17.5,20] (17.5,20] (17.5,20] (17.5,20] (17.5,20] (22.5,25] (17.5,20]
## [1723] (15,17.5] (17.5,20] (15,17.5] (20,22.5] (17.5,20] (20,22.5] (22.5,25]
## [1730] (15,17.5] (15,17.5] (15,17.5] (17.5,20] (20,22.5] (15,17.5] (17.5,20]
## [1737] (15,17.5] (17.5,20] (15,17.5] (17.5,20] (15,17.5] (15,17.5] (15,17.5]
## [1744] (17.5,20] (17.5,20] (15,17.5] (17.5,20] (22.5,25] (15,17.5] (20,22.5]
## [1751] (20,22.5] (15,17.5] (20,22.5] (20,22.5] (15,17.5] (20,22.5] (20,22.5]
## [1758] (15,17.5] (22.5,25] (20,22.5] (20,22.5] (17.5,20] (15,17.5] (20,22.5]
## [1765] (15,17.5] (15,17.5] (20,22.5] (20,22.5] (20,22.5] (15,17.5] (17.5,20]
## [1772] (22.5,25] (17.5,20] (22.5,25] (22.5,25] (22.5,25] (17.5,20] (15,17.5]
## [1779] (22.5,25] (20,22.5] (22.5,25] (20,22.5] (20,22.5] (15,17.5] (20,22.5]
## [1786] (15,17.5] (20,22.5] (15,17.5] (20,22.5] (17.5,20] (20,22.5] (15,17.5]
## [1793] (15,17.5] (22.5,25] (20,22.5] (22.5,25] (22.5,25] (17.5,20] (22.5,25]
## [1800] (15,17.5] (17.5,20] (15,17.5] (22.5,25] (17.5,20] (22.5,25] (15,17.5]
## [1807] (15,17.5] (15,17.5] (17.5,20] (17.5,20] (17.5,20] (22.5,25] (22.5,25]
## [1814] (22.5,25] (22.5,25] (22.5,25] (20,22.5] (20,22.5] (20,22.5] (22.5,25]
## [1821] (20,22.5] (22.5,25] (15,17.5] (17.5,20] (17.5,20] (22.5,25] (15,17.5]
## [1828] (15,17.5] (17.5,20] (17.5,20] (20,22.5] (17.5,20] (15,17.5] (15,17.5]
## [1835] (17.5,20] (20,22.5] (15,17.5] (20,22.5] (17.5,20] (22.5,25] (22.5,25]
## [1842] (15,17.5] (22.5,25] (20,22.5] (20,22.5] (17.5,20] (15,17.5] (17.5,20]
## [1849] (15,17.5] (20,22.5] (15,17.5] (17.5,20] (20,22.5] (22.5,25] (17.5,20]
## [1856] (22.5,25] (17.5,20] (20,22.5] (15,17.5] (20,22.5] (17.5,20] (17.5,20]
## [1863] (20,22.5] (22.5,25] (20,22.5] (15,17.5] (20,22.5] (22.5,25] (22.5,25]
## [1870] (20,22.5] (20,22.5] (15,17.5] (15,17.5] (17.5,20] (15,17.5] (15,17.5]
## [1877] (17.5,20] (20,22.5] (20,22.5] (20,22.5] (15,17.5] (15,17.5] (15,17.5]
## [1884] (20,22.5] (15,17.5] (20,22.5] (17.5,20] (17.5,20] (15,17.5] (15,17.5]
## [1891] (22.5,25] (17.5,20] (20,22.5] (20,22.5] (22.5,25] (15,17.5] (20,22.5]
## [1898] (17.5,20] (22.5,25] (17.5,20] (22.5,25] (15,17.5] (15,17.5] (22.5,25]
## [1905] (20,22.5] (20,22.5] (20,22.5] (20,22.5] (22.5,25] (20,22.5] (17.5,20]
## [1912] (22.5,25] (20,22.5] (22.5,25] (15,17.5] (22.5,25] (15,17.5] (17.5,20]
## [1919] (20,22.5] (15,17.5] (22.5,25] (22.5,25] (15,17.5] (22.5,25] (17.5,20]
## [1926] (17.5,20] (20,22.5] (22.5,25] (15,17.5] (20,22.5] (15,17.5] (20,22.5]
## [1933] (17.5,20] (20,22.5] (22.5,25] (20,22.5] (20,22.5] (17.5,20] (17.5,20]
## [1940] (15,17.5] (15,17.5] (20,22.5] (15,17.5] (20,22.5] (15,17.5] (15,17.5]
## [1947] (20,22.5] (20,22.5] (17.5,20] (20,22.5] (20,22.5] (22.5,25] (15,17.5]
## [1954] (17.5,20] (20,22.5] (17.5,20] (15,17.5] (22.5,25] (17.5,20] (20,22.5]
## [1961] (15,17.5] (15,17.5] (17.5,20] (20,22.5] (15,17.5] (17.5,20] (15,17.5]
## [1968] (17.5,20] (22.5,25] (17.5,20] (15,17.5] (15,17.5] (20,22.5] (20,22.5]
## [1975] (22.5,25] (15,17.5] (15,17.5] (22.5,25] (22.5,25] (17.5,20] (17.5,20]
## [1982] (17.5,20] (15,17.5] (17.5,20] (17.5,20] (20,22.5] (20,22.5] (17.5,20]
## [1989] (15,17.5] (15,17.5] (20,22.5] (20,22.5] (15,17.5] (20,22.5] (20,22.5]
## [1996] (17.5,20] (20,22.5] (15,17.5] (17.5,20] (20,22.5] (17.5,20] (15,17.5]
## [2003] (17.5,20] (17.5,20] (17.5,20] (15,17.5] (20,22.5] (17.5,20] (17.5,20]
## [2010] (15,17.5] (15,17.5] (20,22.5] (15,17.5] (22.5,25] (15,17.5] (15,17.5]
## [2017] (17.5,20] (15,17.5] (15,17.5] (20,22.5] (15,17.5] (15,17.5] (20,22.5]
## [2024] (15,17.5] (17.5,20] (15,17.5] (17.5,20] (15,17.5] (15,17.5] (20,22.5]
## [2031] (15,17.5] (15,17.5] (15,17.5] (15,17.5] (17.5,20] (20,22.5] (22.5,25]
## [2038] (17.5,20] (22.5,25] (22.5,25] (17.5,20] (20,22.5] (15,17.5] (22.5,25]
## [2045] (20,22.5] (17.5,20] (15,17.5] (17.5,20] (20,22.5] (22.5,25] (17.5,20]
## [2052] (17.5,20] (15,17.5] (15,17.5] (20,22.5] (22.5,25] (15,17.5] (17.5,20]
## [2059] (22.5,25] (17.5,20] (15,17.5] (15,17.5] (17.5,20] (15,17.5] (17.5,20]
## [2066] (15,17.5] (15,17.5] (15,17.5] (17.5,20] (17.5,20] (20,22.5] (22.5,25]
## [2073] (20,22.5] (15,17.5] (20,22.5] (22.5,25] (20,22.5] (15,17.5] (17.5,20]
## [2080] (15,17.5] (17.5,20] (17.5,20] (20,22.5] (15,17.5] (20,22.5] (15,17.5]
## [2087] (15,17.5] (15,17.5] (15,17.5] (15,17.5] (17.5,20] (22.5,25] (17.5,20]
## [2094] (17.5,20] (17.5,20] (15,17.5] (15,17.5] (15,17.5] (17.5,20] (20,22.5]
## [2101] (15,17.5] (22.5,25] (20,22.5] (15,17.5] (15,17.5] (15,17.5] (17.5,20]
## [2108] (17.5,20] (20,22.5] (15,17.5] (20,22.5] (15,17.5] (17.5,20] (15,17.5]
## [2115] (15,17.5] (22.5,25] (15,17.5] (17.5,20] (15,17.5] (20,22.5] (15,17.5]
## [2122] (20,22.5] (22.5,25] (17.5,20] (17.5,20] (17.5,20] (17.5,20] (15,17.5]
## [2129] (20,22.5] (17.5,20] (22.5,25] (15,17.5] (22.5,25] (15,17.5] (20,22.5]
## [2136] (15,17.5] (20,22.5] (17.5,20] (22.5,25] (17.5,20] (22.5,25] (20,22.5]
## [2143] (17.5,20] (22.5,25] (15,17.5] (17.5,20] (15,17.5] (15,17.5] (22.5,25]
## [2150] (17.5,20] (20,22.5] (15,17.5] (15,17.5] (20,22.5] (17.5,20] (22.5,25]
## [2157] (15,17.5] (20,22.5] (17.5,20] (20,22.5] (20,22.5] (15,17.5] (15,17.5]
## [2164] (17.5,20] (15,17.5] (17.5,20] (20,22.5] (17.5,20] (17.5,20] (22.5,25]
## [2171] (15,17.5] (17.5,20] (20,22.5] (17.5,20] (17.5,20] (17.5,20] (15,17.5]
## [2178] (15,17.5] (15,17.5] (17.5,20] (20,22.5] (17.5,20] (15,17.5] (15,17.5]
## [2185] (17.5,20] (20,22.5] (22.5,25] (15,17.5] (17.5,20] (22.5,25] (22.5,25]
## [2192] (15,17.5] (20,22.5] (15,17.5] (17.5,20] (15,17.5] (15,17.5] (20,22.5]
## [2199] (22.5,25] (20,22.5] (17.5,20] (22.5,25] (20,22.5] (17.5,20] (20,22.5]
## [2206] (20,22.5] (15,17.5] (15,17.5] (17.5,20] (20,22.5] (20,22.5] (22.5,25]
## [2213] (15,17.5] (20,22.5] (22.5,25] (22.5,25] (17.5,20] (15,17.5] (17.5,20]
## [2220] (20,22.5] (15,17.5] (17.5,20] (20,22.5] (15,17.5] (15,17.5] (15,17.5]
## [2227] (22.5,25] (20,22.5] (15,17.5] (17.5,20] (22.5,25] (17.5,20] (22.5,25]
## [2234] (20,22.5] (20,22.5] (20,22.5] (15,17.5] (15,17.5] (17.5,20] (17.5,20]
## [2241] (22.5,25] (15,17.5] (20,22.5] (20,22.5] (17.5,20] (22.5,25] (17.5,20]
## [2248] (20,22.5] (20,22.5] (15,17.5] (17.5,20] (17.5,20] (20,22.5] (20,22.5]
## [2255] (20,22.5] (15,17.5] (20,22.5] (20,22.5] (22.5,25] (22.5,25] (22.5,25]
## [2262] (20,22.5] (22.5,25] (22.5,25] (15,17.5] (15,17.5] (15,17.5] (22.5,25]
## [2269] (17.5,20] (15,17.5] (22.5,25] (15,17.5] (17.5,20] (17.5,20] (22.5,25]
## [2276] (22.5,25] (20,22.5] (17.5,20] (17.5,20] (15,17.5] (15,17.5] (20,22.5]
## [2283] (17.5,20] (20,22.5] (20,22.5] (17.5,20] (15,17.5] (22.5,25] (22.5,25]
## [2290] (15,17.5] (20,22.5] (17.5,20] (15,17.5] (17.5,20] (15,17.5] (17.5,20]
## [2297] (20,22.5] (17.5,20] (15,17.5] (22.5,25] (20,22.5] (22.5,25] (22.5,25]
## [2304] (22.5,25] (22.5,25] (20,22.5] (15,17.5] (22.5,25] (20,22.5] (17.5,20]
## [2311] (17.5,20] (22.5,25] (22.5,25] (15,17.5] (22.5,25] (15,17.5] (22.5,25]
## [2318] (15,17.5] (22.5,25] (15,17.5] (22.5,25] (15,17.5] (20,22.5] (15,17.5]
## [2325] (15,17.5] (20,22.5] (20,22.5] (15,17.5] (20,22.5] (20,22.5] (22.5,25]
## [2332] (17.5,20] (17.5,20] (22.5,25] (22.5,25] (22.5,25] (17.5,20] (20,22.5]
## [2339] (17.5,20] (17.5,20] (22.5,25] (20,22.5] (20,22.5] (22.5,25] (17.5,20]
## [2346] (17.5,20] (20,22.5] (20,22.5] (17.5,20] (17.5,20] (17.5,20] (17.5,20]
## [2353] (22.5,25] (15,17.5] (15,17.5] (17.5,20] (20,22.5] (17.5,20] (20,22.5]
## [2360] (17.5,20] (15,17.5] (17.5,20] (17.5,20] (20,22.5] (17.5,20] (15,17.5]
## [2367] (15,17.5] (20,22.5] (20,22.5] (15,17.5] (17.5,20] (20,22.5] (17.5,20]
## [2374] (15,17.5] (17.5,20] (22.5,25] (15,17.5] (17.5,20] (17.5,20] (15,17.5]
## [2381] (22.5,25] (17.5,20] (17.5,20] (22.5,25] (17.5,20] (17.5,20] (22.5,25]
## [2388] (15,17.5] (20,22.5] (15,17.5] (17.5,20] (22.5,25] (20,22.5] (22.5,25]
## [2395] (20,22.5] (17.5,20] (15,17.5] (20,22.5] (22.5,25] (15,17.5] (17.5,20]
## [2402] (20,22.5] (20,22.5] (20,22.5] (17.5,20] (22.5,25] (17.5,20] (20,22.5]
## [2409] (17.5,20] (17.5,20] (17.5,20] (20,22.5] (22.5,25] (22.5,25] (15,17.5]
## [2416] (17.5,20] (20,22.5] (15,17.5] (15,17.5] (20,22.5] (17.5,20] (15,17.5]
## [2423] (17.5,20] (22.5,25] (15,17.5] (15,17.5] (22.5,25] (15,17.5] (22.5,25]
## [2430] (22.5,25] (15,17.5] (17.5,20] (15,17.5] (15,17.5] (15,17.5] (17.5,20]
## [2437] (20,22.5] (22.5,25] (20,22.5] (17.5,20] (20,22.5] (15,17.5] (17.5,20]
## [2444] (20,22.5] (20,22.5] (15,17.5] (17.5,20] (15,17.5] (17.5,20] (20,22.5]
## [2451] (20,22.5] (15,17.5] (15,17.5] (17.5,20] (17.5,20] (17.5,20] (17.5,20]
## [2458] (15,17.5] (15,17.5] (22.5,25] (15,17.5] (15,17.5] (20,22.5] (17.5,20]
## [2465] (17.5,20] (15,17.5] (20,22.5] (20,22.5] (20,22.5] (17.5,20] (22.5,25]
## [2472] (22.5,25] (15,17.5] (17.5,20] (17.5,20] (22.5,25] (20,22.5] (15,17.5]
## [2479] (17.5,20] (15,17.5] (22.5,25] (15,17.5] (15,17.5] (17.5,20] (17.5,20]
## [2486] (22.5,25] (20,22.5] (20,22.5] (15,17.5] (20,22.5] (15,17.5] (20,22.5]
## [2493] (20,22.5] (15,17.5] (20,22.5] (22.5,25] (15,17.5] (20,22.5] (15,17.5]
## [2500] (20,22.5] (22.5,25] (20,22.5] (20,22.5] (20,22.5] (15,17.5] (15,17.5]
## [2507] (22.5,25] (15,17.5] (22.5,25] (15,17.5] (22.5,25] (22.5,25] (15,17.5]
## [2514] (22.5,25] (20,22.5] (22.5,25] (17.5,20] (20,22.5] (17.5,20] (15,17.5]
## [2521] (20,22.5] (15,17.5] (20,22.5] (22.5,25] (22.5,25] (22.5,25] (20,22.5]
## [2528] (22.5,25] (22.5,25] (22.5,25] (22.5,25] (15,17.5] (15,17.5] (15,17.5]
## [2535] (15,17.5] (17.5,20] (15,17.5] (20,22.5] (17.5,20] (15,17.5] (15,17.5]
## [2542] (17.5,20] (15,17.5] (20,22.5] (22.5,25] (22.5,25] (20,22.5] (22.5,25]
## [2549] (15,17.5] (22.5,25] (22.5,25] (22.5,25] (17.5,20] (22.5,25] (22.5,25]
## [2556] (20,22.5] (15,17.5] (22.5,25] (20,22.5] (17.5,20] (15,17.5] (15,17.5]
## [2563] (20,22.5] (22.5,25] (15,17.5] (15,17.5] (20,22.5] (15,17.5] (15,17.5]
## [2570] (17.5,20] (22.5,25] (15,17.5] (15,17.5] (20,22.5] (20,22.5] (20,22.5]
## [2577] (22.5,25] (22.5,25] (15,17.5] (15,17.5] (17.5,20] (17.5,20] (17.5,20]
## [2584] (20,22.5] (17.5,20] (15,17.5] (17.5,20] (15,17.5] (22.5,25] (15,17.5]
## [2591] (17.5,20] (22.5,25] (20,22.5] (17.5,20] (17.5,20] (15,17.5] (20,22.5]
## [2598] (20,22.5] (20,22.5] (15,17.5] (17.5,20] (15,17.5] (17.5,20] (15,17.5]
## [2605] (15,17.5] (20,22.5] (15,17.5] (15,17.5] (20,22.5] (20,22.5] (20,22.5]
## [2612] (15,17.5] (20,22.5] (17.5,20] (17.5,20] (17.5,20] (17.5,20] (15,17.5]
## [2619] (15,17.5] (17.5,20] (15,17.5] (15,17.5] (17.5,20] (17.5,20] (20,22.5]
## [2626] (22.5,25] (17.5,20] (15,17.5] (20,22.5] (17.5,20] (17.5,20] (20,22.5]
## [2633] (20,22.5] (22.5,25] (17.5,20] (17.5,20] (17.5,20] (17.5,20] (15,17.5]
## [2640] (15,17.5] (15,17.5] (17.5,20] (17.5,20] (17.5,20] (15,17.5] (15,17.5]
## [2647] (17.5,20] (15,17.5] (20,22.5] (22.5,25] (20,22.5] (15,17.5] (17.5,20]
## [2654] (20,22.5] (17.5,20] (20,22.5] (15,17.5] (22.5,25] (15,17.5] (20,22.5]
## [2661] (15,17.5] (20,22.5] (17.5,20] (20,22.5] (15,17.5] (22.5,25] (17.5,20]
## [2668] (17.5,20] (22.5,25] (20,22.5] (20,22.5] (20,22.5] (17.5,20] (15,17.5]
## [2675] (15,17.5] (15,17.5] (15,17.5] (17.5,20] (15,17.5] (17.5,20] (15,17.5]
## [2682] (15,17.5] (20,22.5] (15,17.5] (20,22.5] (15,17.5] (20,22.5] (15,17.5]
## [2689] (15,17.5] (15,17.5] (17.5,20] (22.5,25] (15,17.5] (15,17.5] (15,17.5]
## [2696] (20,22.5] (22.5,25] (15,17.5] (22.5,25] (17.5,20] (17.5,20] (17.5,20]
## [2703] (15,17.5] (20,22.5] (17.5,20] (20,22.5] (15,17.5] (20,22.5] (17.5,20]
## [2710] (17.5,20] (20,22.5] (22.5,25] (17.5,20] (17.5,20] (17.5,20] (17.5,20]
## [2717] (15,17.5] (15,17.5] (20,22.5] (17.5,20] (17.5,20] (15,17.5] (17.5,20]
## [2724] (17.5,20] (22.5,25] (22.5,25] (15,17.5] (17.5,20] (17.5,20] (22.5,25]
## [2731] (17.5,20] (15,17.5] (20,22.5] (22.5,25] (17.5,20] (15,17.5] (17.5,20]
## [2738] (22.5,25] (20,22.5] (17.5,20] (17.5,20] (22.5,25] (17.5,20] (15,17.5]
## [2745] (22.5,25] (15,17.5] (15,17.5] (22.5,25] (15,17.5] (20,22.5] (15,17.5]
## [2752] (22.5,25] (20,22.5] (20,22.5] (22.5,25] (15,17.5] (15,17.5] (17.5,20]
## [2759] (17.5,20] (15,17.5] (20,22.5] (20,22.5] (15,17.5] (17.5,20] (15,17.5]
## [2766] (15,17.5] (15,17.5] (15,17.5] (17.5,20] (15,17.5] (15,17.5] (22.5,25]
## [2773] (22.5,25] (22.5,25] (20,22.5] (22.5,25] (20,22.5] (22.5,25] (20,22.5]
## [2780] (22.5,25] (15,17.5] (22.5,25] (20,22.5] (15,17.5] (20,22.5] (17.5,20]
## [2787] (22.5,25] (17.5,20] (20,22.5] (17.5,20] (22.5,25] (22.5,25] (15,17.5]
## [2794] (22.5,25] (22.5,25] (17.5,20] (15,17.5] (20,22.5] (15,17.5] (17.5,20]
## [2801] (20,22.5] (22.5,25] (17.5,20] (15,17.5] (22.5,25] (17.5,20] (22.5,25]
## [2808] (22.5,25] (20,22.5] (20,22.5] (15,17.5] (20,22.5] (22.5,25] (17.5,20]
## [2815] (17.5,20] (17.5,20] (22.5,25] (20,22.5] (20,22.5] (20,22.5] (15,17.5]
## [2822] (20,22.5] (17.5,20] (22.5,25] (15,17.5] (20,22.5] (17.5,20] (17.5,20]
## [2829] (20,22.5] (20,22.5] (15,17.5] (17.5,20] (15,17.5] (17.5,20] (15,17.5]
## [2836] (15,17.5] (20,22.5] (17.5,20] (17.5,20] (15,17.5] (17.5,20] (17.5,20]
## [2843] (17.5,20] (15,17.5] (17.5,20] (17.5,20] (15,17.5] (20,22.5] (20,22.5]
## [2850] (17.5,20] (20,22.5] (22.5,25] (17.5,20] (17.5,20] (22.5,25] (22.5,25]
## [2857] (17.5,20] (17.5,20] (15,17.5] (20,22.5] (22.5,25] (20,22.5] (20,22.5]
## [2864] (17.5,20] (17.5,20] (20,22.5] (22.5,25] (17.5,20] (22.5,25] (17.5,20]
## [2871] (15,17.5] (15,17.5] (20,22.5] (22.5,25] (20,22.5] (17.5,20] (22.5,25]
## [2878] (22.5,25] (22.5,25] (22.5,25] (20,22.5] (17.5,20] (22.5,25] (20,22.5]
## [2885] (20,22.5] (15,17.5] (15,17.5] (20,22.5] (15,17.5] (22.5,25] (15,17.5]
## [2892] (15,17.5] (22.5,25] (17.5,20] (20,22.5] (17.5,20] (17.5,20] (20,22.5]
## [2899] (22.5,25] (22.5,25] (17.5,20] (20,22.5] (15,17.5] (15,17.5] (17.5,20]
## [2906] (20,22.5] (17.5,20] (20,22.5] (20,22.5] (22.5,25] (15,17.5] (22.5,25]
## [2913] (20,22.5] (20,22.5] (17.5,20] (15,17.5] (22.5,25] (22.5,25] (20,22.5]
## [2920] (17.5,20] (17.5,20] (15,17.5] (20,22.5] (15,17.5] (17.5,20] (20,22.5]
## [2927] (22.5,25] (17.5,20] (15,17.5] (17.5,20] (22.5,25] (20,22.5] (15,17.5]
## [2934] (22.5,25] (20,22.5] (15,17.5] (17.5,20] (22.5,25] (17.5,20] (17.5,20]
## [2941] (15,17.5] (22.5,25] (20,22.5] (20,22.5] (17.5,20] (15,17.5] (22.5,25]
## Levels: (15,17.5] (17.5,20] (20,22.5] (22.5,25]
table(cut(Ma15,4))
## 
## (15,17.5] (17.5,20] (20,22.5] (22.5,25] 
##       860       802       723       562
#Lấy dữ liệu từ vị trí hàng 2 cột 4
d[2,4] #Kết quả là -0.588
## [1] -0.588
table(d$Se) #Lập bảng chúng ta có thể biết được có 3390 nam và 3795 nữ
## 
##   Male Female 
##   3390   3795
barplot(table(d$Se), xlab = "Sex", ylab = "MathAch")