library(readr)
library(dplyr)
##
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
##
## filter, lag
## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, union
#Đọc dữ liệu từ file water_potability
data <- read.csv("C:/Users/Dell/OneDrive/Documents/water_potability.csv")
#Xem 10 dòng đầu tiên
head(data,10)
## ph Hardness Solids Chloramines Sulfate Conductivity Organic_carbon
## 1 NA 204.8905 20791.32 7.300212 368.5164 564.3087 10.379783
## 2 3.716080 129.4229 18630.06 6.635246 NA 592.8854 15.180013
## 3 8.099124 224.2363 19909.54 9.275884 NA 418.6062 16.868637
## 4 8.316766 214.3734 22018.42 8.059332 356.8861 363.2665 18.436525
## 5 9.092223 181.1015 17978.99 6.546600 310.1357 398.4108 11.558279
## 6 5.584087 188.3133 28748.69 7.544869 326.6784 280.4679 8.399735
## 7 10.223862 248.0717 28749.72 7.513408 393.6634 283.6516 13.789695
## 8 8.635849 203.3615 13672.09 4.563009 303.3098 474.6076 12.363817
## 9 NA 118.9886 14285.58 7.804174 268.6469 389.3756 12.706049
## 10 11.180284 227.2315 25484.51 9.077200 404.0416 563.8855 17.927806
## Trihalomethanes Turbidity Potability
## 1 86.99097 2.963135 0
## 2 56.32908 4.500656 0
## 3 66.42009 3.055934 0
## 4 100.34167 4.628771 0
## 5 31.99799 4.075075 0
## 6 54.91786 2.559708 0
## 7 84.60356 2.672989 0
## 8 62.79831 4.401425 0
## 9 53.92885 3.595017 0
## 10 71.97660 4.370562 0
#Kiểm tra dữ liệu và cấu trúc ban đầu
str(data)
## 'data.frame': 3276 obs. of 10 variables:
## $ ph : num NA 3.72 8.1 8.32 9.09 ...
## $ Hardness : num 205 129 224 214 181 ...
## $ Solids : num 20791 18630 19910 22018 17979 ...
## $ Chloramines : num 7.3 6.64 9.28 8.06 6.55 ...
## $ Sulfate : num 369 NA NA 357 310 ...
## $ Conductivity : num 564 593 419 363 398 ...
## $ Organic_carbon : num 10.4 15.2 16.9 18.4 11.6 ...
## $ Trihalomethanes: num 87 56.3 66.4 100.3 32 ...
## $ Turbidity : num 2.96 4.5 3.06 4.63 4.08 ...
## $ Potability : int 0 0 0 0 0 0 0 0 0 0 ...
##===================
## TIỀN XỬ LÍ DỮ LIỆU
##===================
#Kiểm tra có giá trị âm
sum(data < 0, na.rm = TRUE)
## [1] 0
#Kiểm tra có giá trị khác 0 và 1 trong biến Potability
sum(data$Potability != "0" & data$Potability != "1", na.rm = TRUE)
## [1] 0
#Kiểm tra giá trị thiếu
colSums(is.na(data))
## ph Hardness Solids Chloramines Sulfate
## 491 0 0 0 781
## Conductivity Organic_carbon Trihalomethanes Turbidity Potability
## 0 0 162 0 0
#Phần trăm giá trị thiếu
library(DataExplorer)
plot_missing(data, group = list(OK = 0.1, BAD = 1))
## Warning: `aes_string()` was deprecated in ggplot2 3.0.0.
## ℹ Please use tidy evaluation idioms with `aes()`.
## ℹ See also `vignette("ggplot2-in-packages")` for more information.
## ℹ The deprecated feature was likely used in the DataExplorer package.
## Please report the issue at
## <https://github.com/boxuancui/DataExplorer/issues>.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.
##Xử lí giá trị thiếu
#Xử lí giá trị thiếu bằng cách tìm trung vị cho từng cột
median_ph <- median(data$ph, na.rm = TRUE)
median_Sulfate <- median(data$Sulfate, na.rm = TRUE)
median_Trihalomethanes <- median(data$Trihalomethanes, na.rm = TRUE)
#Thay các giá trị thiếu NA's bằng trung vị
data$ph[is.na(data$ph)] <- median_ph
data$Sulfate[is.na(data$Sulfate)] <- median_Sulfate
data$Trihalomethanes[is.na(data$Trihalomethanes)] <- median_Trihalomethanes
#Kiếm tra lại NA's sau khi điền
colSums(is.na(data))
## ph Hardness Solids Chloramines Sulfate
## 0 0 0 0 0
## Conductivity Organic_carbon Trihalomethanes Turbidity Potability
## 0 0 0 0 0
#Kiểm tra giá trị ngoại lai
columns <- c("ph", "Hardness", "Solids", "Chloramines", "Sulfate", "Conductivity", "Organic_carbon", "Trihalomethanes", "Turbidity", "Potability")
percentage_outlier_list <- list()
for (var in columns){
Q1 <- quantile(data[[var]], 0.25, na.rm = TRUE)
Q3 <- quantile(data[[var]], 0.75, na.rm = TRUE)
IQR <- Q3 - Q1
nguong_duoi <- Q1 - 1.5 * IQR
nguong_tren <- Q3 + 1.5 * IQR
outlier <- data[[var]][which(data[[var]] < nguong_duoi | data[[var]] > nguong_tren)]
percentage_outlier <- length(outlier) / length(data[[var]]) * 100
percentage_outlier_list[[var]] <- percentage_outlier
}
percentage_outlier_list
## $ph
## [1] 4.334554
##
## $Hardness
## [1] 2.533578
##
## $Solids
## [1] 1.434676
##
## $Chloramines
## [1] 1.862027
##
## $Sulfate
## [1] 8.058608
##
## $Conductivity
## [1] 0.3357753
##
## $Organic_carbon
## [1] 0.7631258
##
## $Trihalomethanes
## [1] 1.648352
##
## $Turbidity
## [1] 0.5799756
##
## $Potability
## [1] 0
#Boxplot trước khi xử lí biến ngoại lai
boxplot(data$Sulfate,
main = "Biểu đồ Boxplot của Sulfate trước khi xử lí biến ngoại lai",
ylab = "Sulfate",
col = "purple",
border = "brown")
boxplot(data$ph,
main = "Biểu đồ Boxplot của pH trước khi xử lí biến ngoại lai",
ylab = "ph",
col = "purple",
border ="brown")
#Xử lí giá trị ngoại lai
data_0 <- data
data_1 <- data
Q1 <- quantile(data_1$Sulfate, 0.25, na.rm = TRUE)
Q3 <- quantile(data_1$Sulfate, 0.75, na.rm = TRUE)
IQR <- Q3 - Q1
nguong_duoi_Sulfate <- Q1 - 1.5 * IQR
nguong_tren_Sulfate <- Q3 + 1.5 * IQR
data_1$Sulfate[data_1$Sulfate < nguong_duoi_Sulfate] <- nguong_duoi_Sulfate
data_1$Sulfate[data_1$Sulfate > nguong_tren_Sulfate] <- nguong_tren_Sulfate
Q1 <- quantile(data_1$ph, 0.25, na.rm = TRUE)
Q3 <- quantile(data_1$ph, 0.75, na.rm = TRUE)
IQR <- Q3 - Q1
nguong_duoi_ph <- Q1 - 1.5 * IQR
nguong_tren_ph <- Q3 + 1.5 * IQR
data_1$ph[data_1$ph < nguong_duoi_ph] <- nguong_duoi_ph
data_1$ph[data_1$ph > nguong_tren_ph] <- nguong_tren_ph
print(data_1)
## ph Hardness Solids Chloramines Sulfate Conductivity
## 1 7.036752 204.89046 20791.3190 7.3002119 368.5164 564.3087
## 2 3.889107 129.42292 18630.0579 6.6352459 333.0735 592.8854
## 3 8.099124 224.23626 19909.5417 9.2758836 333.0735 418.6062
## 4 8.316766 214.37339 22018.4174 8.0593324 356.8861 363.2665
## 5 9.092223 181.10151 17978.9863 6.5466000 310.1357 398.4108
## 6 5.584087 188.31332 28748.6877 7.5448688 326.6784 280.4679
## 7 10.223862 248.07174 28749.7165 7.5134085 393.6634 283.6516
## 8 8.635849 203.36152 13672.0918 4.5630087 303.3098 474.6076
## 9 7.036752 118.98858 14285.5839 7.8041736 268.6469 389.3756
## 10 10.258615 227.23147 25484.5085 9.0772000 400.3224 563.8855
## 11 7.360640 165.52080 32452.6144 7.5507009 326.6244 425.3834
## 12 7.974522 218.69330 18767.6567 8.1103845 333.0735 364.0982
## 13 7.119824 156.70499 18730.8137 3.6060361 282.3441 347.7150
## 14 7.036752 150.17492 27331.3620 6.8382235 299.4158 379.7618
## 15 7.496232 205.34498 28388.0049 5.0725578 333.0735 444.6454
## 16 6.347272 186.73288 41065.2348 9.6295963 364.4877 516.7433
## 17 7.051786 211.04941 30980.6008 10.0947960 333.0735 315.1413
## 18 9.181560 273.81381 24041.3263 6.9049897 398.3505 477.9746
## 19 8.975464 279.35717 19460.3981 6.2043209 333.0735 431.4440
## 20 7.371050 214.49661 25630.3200 4.4326693 335.7544 469.9146
## 21 7.036752 227.43505 22305.5674 10.3339179 333.0735 554.8201
## 22 6.660212 168.28375 30944.3636 5.8587691 310.9309 523.6713
## 23 7.036752 215.97786 17107.2242 5.6070605 326.9440 436.2562
## 24 3.902476 196.90325 21167.5001 6.9963116 333.0735 444.4789
## 25 5.400302 140.73906 17266.5934 10.0568525 328.3582 472.8741
## 26 6.514415 198.76735 21218.7029 8.6709369 323.5963 413.2905
## 27 3.889107 207.92626 33424.7687 8.7821475 384.0070 441.7859
## 28 7.036752 145.76818 13224.9356 7.9064447 304.0020 298.9907
## 29 7.036752 266.42102 26362.9650 7.7000635 395.3895 364.4801
## 30 7.036752 148.15306 15193.4135 9.0468327 307.0118 563.8047
## 31 7.181449 209.62560 15196.2300 5.9946786 338.3364 342.1113
## 32 9.825490 190.75662 19677.8925 6.7575407 333.0735 452.8362
## 33 10.258615 117.79123 22326.8920 8.1615048 307.7075 412.9868
## 34 7.414148 235.04453 32555.8525 6.8459520 387.1753 411.9834
## 35 7.036752 232.28045 14787.2063 5.4749148 333.0735 383.9817
## 36 5.115817 191.95274 19620.5453 6.0607130 323.8364 441.7484
## 37 3.889107 183.90872 24752.0725 5.5383141 286.0596 456.8601
## 38 5.618064 304.23591 17281.9752 6.1010835 333.0735 399.4716
## 39 7.036752 143.45373 19942.2732 5.8907546 333.0735 427.1307
## 40 9.267188 198.61439 24683.7236 6.1106124 328.0775 396.8769
## 41 7.036752 233.85900 11703.9239 4.5993879 309.0393 349.3996
## 42 5.331940 194.87407 16658.8765 7.9938296 316.6752 335.1204
## 43 7.145772 238.68993 28780.3404 6.8140287 385.9757 332.0327
## 44 9.920691 202.81748 9973.9341 6.8822483 337.3505 333.1925
## 45 4.758439 183.34945 21568.4288 4.7313490 333.0735 403.9442
## 46 5.702926 216.85047 35606.4402 7.1843511 333.0735 504.6383
## 47 6.953864 209.63829 10575.1863 4.4627072 315.6066 391.1843
## 48 10.258615 173.37550 15758.7406 5.5707836 307.3526 323.8079
## 49 7.036752 129.89057 34415.8532 6.3219290 304.5352 470.3292
## 50 8.757257 200.19140 21536.2247 4.9151011 317.8829 404.7178
## 51 7.036752 168.38843 27492.3073 7.0462248 299.8205 383.7950
## 52 7.809632 100.45762 12013.5506 5.2123146 267.1580 605.2201
## 53 6.652488 145.01017 19871.7885 4.9610664 288.0522 545.9750
## 54 9.147197 211.71414 11920.6108 7.2307948 339.7519 527.7089
## 55 10.258615 181.89337 21783.6510 6.9912600 340.3904 456.5564
## 56 7.484255 260.09217 30616.6152 9.3791335 333.0735 404.6708
## 57 8.520807 238.33511 28779.6500 8.2828085 381.6493 481.3188
## 58 4.999414 190.28705 24323.8659 7.2301641 324.8930 405.3305
## 59 7.036752 157.80119 16963.6250 8.3356185 300.0442 360.9960
## 60 7.036752 155.05573 20557.2404 8.1873190 333.0735 290.1810
## 61 3.906078 233.40284 32144.7999 6.9948396 348.3594 269.4491
## 62 6.391354 213.01783 20965.4783 5.3755599 327.6505 369.3381
## 63 7.036752 229.48569 35729.6927 8.8108430 384.9438 296.3975
## 64 8.692092 195.14374 24656.2397 8.2319003 333.0735 398.3454
## 65 8.085760 127.73967 32653.9104 6.5342374 333.0735 416.2396
## 66 6.203978 212.30662 21815.0742 7.8739919 333.0735 362.1080
## 67 5.058109 238.56938 34873.9345 8.9832761 374.4335 669.7251
## 68 7.036752 103.46476 27420.1674 8.4173050 333.0735 485.9745
## 69 7.036752 211.20053 12830.4841 4.5021170 326.9615 333.3298
## 70 7.261551 179.88979 24964.7777 5.8370865 349.2693 501.1828
## 71 7.160467 183.08931 6743.3461 3.8030364 277.5991 428.0363
## 72 5.704765 116.29933 33223.5815 7.0505032 297.0782 504.3787
## 73 6.217273 130.94446 19460.3828 7.0924630 300.1313 556.6537
## 74 8.679935 242.22867 22984.0510 7.5187647 333.0735 352.9426
## 75 7.036752 219.30091 14859.4664 5.5983268 344.4424 425.2136
## 76 6.897322 211.36017 25650.7776 6.7660099 333.0735 383.0143
## 77 3.889107 158.73208 23029.6636 6.8216791 286.5228 307.3791
## 78 3.889107 163.63975 37962.1680 6.6845703 326.6940 467.5630
## 79 6.455005 176.68397 24468.0484 5.7569300 314.7996 477.5813
## 80 7.316805 217.52286 31903.3998 9.8650475 376.9380 425.9134
## 81 3.889107 233.76434 28689.5958 7.7244323 333.0735 410.3873
## 82 5.519126 168.72858 12531.6019 7.7307229 333.0735 443.5704
## 83 7.408985 204.96175 9566.1223 6.5059231 311.4527 504.1460
## 84 5.976770 258.95273 27267.9819 7.6485993 383.6572 514.1189
## 85 6.395359 133.83423 23827.2750 5.1277469 267.1580 573.4003
## 86 6.209642 195.41772 13116.7077 7.8793477 333.0735 417.2417
## 87 6.762833 232.07518 27159.3844 7.8849907 350.4453 465.4138
## 88 9.918717 199.18125 21470.2783 6.7998414 329.1784 430.5077
## 89 10.155440 300.29248 12652.3630 6.6551264 398.6478 487.4591
## 90 8.721727 206.36968 28608.0521 6.3254424 377.4045 506.9384
## 91 7.036752 197.97978 17153.3062 7.6592039 329.2803 575.1147
## 92 7.036752 199.10789 29721.9116 6.8696902 357.3032 420.7096
## 93 6.099647 237.91993 20416.8410 8.4578307 333.0735 291.1048
## 94 9.026788 253.21707 27965.0721 6.5883744 373.5532 588.3197
## 95 6.953372 203.14655 11609.1090 5.4957377 304.2832 551.1433
## 96 6.140878 197.87609 26687.8745 7.5871964 329.2319 548.0728
## 97 7.077874 220.67054 23873.3782 6.1818396 341.9872 333.0508
## 98 5.488314 135.80236 21485.1532 8.1874158 280.6033 441.3311
## 99 7.205559 120.32762 24627.8676 6.2024693 289.7687 418.4333
## 100 9.177870 163.27483 20868.3312 7.7260404 320.4214 426.9944
## 101 4.270716 166.83771 24405.2505 7.3915101 297.2067 349.5189
## 102 7.348845 223.26494 11519.0465 8.8895587 333.0735 494.1584
## 103 8.526170 175.61284 11837.1234 7.4837088 308.3985 474.2405
## 104 7.036752 169.04192 36152.8209 8.3303889 329.0397 590.7488
## 105 3.889107 188.80413 34798.2526 6.7964392 333.0735 468.0803
## 106 8.490572 204.12365 22989.7964 8.2707929 358.8471 435.0009
## 107 7.036752 213.54193 22539.7116 6.9572042 334.0412 463.3988
## 108 8.858402 254.61752 9624.3005 7.9540156 348.4082 344.3034
## 109 6.098157 189.99585 27776.9011 6.4430979 347.9304 245.8596
## 110 8.419971 185.71899 13237.9896 3.9982658 308.1426 463.6473
## 111 9.286155 222.66155 12311.2684 7.2898660 332.2394 353.7401
## 112 7.875895 226.28479 12710.2494 7.3031266 346.4033 445.3741
## 113 7.725333 252.26549 36477.7381 8.3867610 400.3224 339.4113
## 114 3.889107 212.02894 20230.1256 8.5697815 349.1560 353.9129
## 115 6.745307 218.42464 21871.8387 7.1655092 333.0735 373.0501
## 116 7.036752 190.42390 28062.6419 9.6151470 357.2267 263.7719
## 117 7.183826 261.85080 14100.9690 9.0084952 358.7247 290.4238
## 118 10.111977 240.43210 15331.3027 5.3926513 361.9029 403.0418
## 119 7.397413 122.54104 8855.1141 6.8886889 267.1580 489.8516
## 120 7.812804 196.58389 42550.8418 7.3346476 333.0735 442.5458
## 121 6.877457 136.87921 27433.5873 7.0915215 307.3971 342.1963
## 122 7.036752 146.97025 16367.4584 7.6870372 333.0735 468.9450
## 123 7.036752 230.80948 27418.7810 7.1364984 369.3100 274.6606
## 124 7.521052 267.05965 26865.3737 10.4494503 333.0735 505.7094
## 125 8.550875 231.24879 28918.4199 7.8225285 369.2642 432.2853
## 126 10.258615 217.21975 27653.2352 8.9122663 369.5312 382.9515
## 127 7.036752 252.67047 29368.6742 9.9061466 400.3224 465.2166
## 128 7.371085 207.71682 24913.8372 9.6163304 362.3002 363.1685
## 129 10.258615 228.30086 16600.3927 6.0940005 333.0735 504.0505
## 130 6.506488 202.28594 17087.0769 6.2019828 326.6624 481.7719
## 131 6.643936 151.88960 10909.1946 3.7496251 267.1580 437.9090
## 132 5.033774 155.32148 34971.8075 7.1214774 320.1155 500.6373
## 133 6.912608 155.74050 17973.1789 4.9163026 275.9082 439.6481
## 134 7.977636 245.89513 32170.0692 9.6356361 399.5832 473.6625
## 135 6.078336 197.50191 35957.7922 8.1304722 379.5277 360.0605
## 136 6.242414 191.90873 28149.4118 7.1304368 319.3068 448.2425
## 137 6.063355 160.76731 14775.1456 7.4841036 305.8286 327.2702
## 138 8.129586 177.89897 27834.2177 9.0060077 334.4385 397.0214
## 139 9.562406 202.01364 13041.8291 5.8206552 327.1188 433.3817
## 140 8.167793 200.91375 27141.3629 7.2624166 344.1611 525.5988
## 141 8.594416 270.02271 15791.6753 5.9126906 333.0735 672.5570
## 142 7.036752 167.38613 20944.6208 4.9631240 333.0735 566.3393
## 143 6.825468 187.05171 46140.1269 6.1377575 352.7022 373.4272
## 144 7.861178 204.27424 25145.0241 7.9233154 338.2138 469.4870
## 145 4.965774 220.84864 21802.7449 6.2505780 311.5981 386.4133
## 146 6.207433 192.93703 13442.6035 5.8190229 325.9066 533.7959
## 147 7.036752 157.00129 20067.1053 8.0710510 333.0735 490.9097
## 148 9.769251 264.26565 8471.6774 8.3497098 359.2685 353.1965
## 149 9.630665 152.86243 23641.7026 6.9257061 333.1483 417.1671
## 150 5.187472 104.75243 20060.0787 6.9139109 333.0735 368.8154
## 151 7.633570 199.65300 16312.1550 9.9005469 358.5663 420.5342
## 152 5.771199 155.05089 24909.4440 6.5312613 297.0093 313.7019
## 153 6.579969 197.22698 17657.0842 4.5062935 290.2899 254.3933
## 154 4.801154 180.77287 13556.7344 8.9772864 322.0624 587.3950
## 155 7.948816 238.23641 19129.4584 5.8519650 333.0735 434.6555
## 156 6.906992 216.78529 19991.2392 7.3023517 340.1060 356.4591
## 157 7.036752 281.26867 22452.0908 6.7736990 343.6358 395.3418
## 158 7.036752 190.77946 12224.3105 4.6462111 308.5649 399.2714
## 159 8.461331 212.58137 34406.7764 8.6791516 384.8554 477.3434
## 160 7.726135 233.94786 21667.8687 6.3131819 340.2732 472.2590
## 161 7.036752 247.66157 19549.4993 8.7696703 333.0735 438.8658
## 162 8.927078 241.87510 22821.2544 8.5497383 367.9756 380.1972
## 163 6.208016 153.22111 17358.7964 8.2149389 328.2820 481.1957
## 164 6.128426 141.49241 9615.8327 7.6279191 277.9517 415.0087
## 165 7.036752 202.25483 11981.7402 9.1891061 339.9839 416.5889
## 166 7.308049 274.70495 14600.5395 8.1058029 384.5649 415.6073
## 167 7.036752 170.09924 39906.1903 6.5549962 333.0735 515.3867
## 168 8.640886 201.56872 26473.7132 6.9670946 352.3066 309.9833
## 169 7.036752 205.50946 20406.9277 6.8100692 355.2659 482.3301
## 170 8.153210 127.14489 10280.9295 5.8283578 267.6369 487.9083
## 171 8.293720 206.16041 35216.3860 6.4409998 347.0622 399.4836
## 172 7.036752 233.85035 21136.2868 6.6898776 333.0735 332.7376
## 173 7.036752 237.67738 26009.0753 7.0745313 372.6003 344.7679
## 174 9.489973 234.06997 15513.7404 4.7353322 333.0735 277.9701
## 175 7.830976 190.79904 7695.0639 4.8452055 292.5158 507.4455
## 176 4.430281 139.68576 28862.2572 8.9613724 298.3795 434.7813
## 177 7.240740 201.18680 23783.0996 7.7512854 340.9837 579.2204
## 178 7.036752 260.20536 19517.7248 8.7641687 368.8210 251.0209
## 179 6.867301 174.18498 24112.1535 5.5299422 297.6556 484.1229
## 180 6.129637 200.27818 30989.9484 8.8301023 348.8682 341.3886
## 181 7.917049 278.05632 27192.2806 9.2201282 400.3224 358.7817
## 182 6.511618 181.87342 29136.8146 7.6857751 345.7516 475.3414
## 183 5.323816 232.36858 37625.7527 8.8798229 380.5765 580.8977
## 184 6.769573 168.93707 11067.1812 7.1212636 305.7950 289.5425
## 185 5.877974 141.61529 13652.2932 5.7016591 279.7824 538.4954
## 186 9.534022 201.95521 9472.6149 6.1057085 319.5764 259.6368
## 187 6.340028 225.02815 45222.5067 5.8090316 363.0058 435.5005
## 188 8.661592 284.09835 27088.4765 7.8978565 333.0735 512.2773
## 189 5.653506 146.59023 16462.4601 6.5015962 299.6446 272.4406
## 190 6.626012 112.29949 25839.8941 7.6587469 312.2470 327.2481
## 191 7.793834 176.86648 18344.6804 7.5676769 338.2296 371.2170
## 192 7.593128 261.56617 18371.0572 6.2975425 333.0735 387.6296
## 193 7.362737 185.69218 16268.4486 5.3170193 316.9186 419.2584
## 194 9.320305 129.82386 16002.1383 4.4050345 271.6706 499.8442
## 195 3.889107 248.85927 23590.9321 7.6837422 351.5555 427.4959
## 196 6.655605 216.44117 20571.8457 8.9842368 333.0735 336.8315
## 197 9.868878 214.16624 15326.8559 3.3515978 297.0842 424.2928
## 198 5.590614 229.19214 35370.7355 7.9896407 333.0735 469.4131
## 199 5.554437 229.12283 31344.4604 7.7614311 333.0735 306.8725
## 200 4.126529 125.47488 11215.9459 5.3660113 267.1580 445.2415
## 201 5.970036 230.44933 16324.1152 5.2939186 315.1861 327.7866
## 202 7.036752 229.77135 16162.2623 4.9336622 333.0735 448.8460
## 203 8.369154 183.50038 12975.9003 6.6008531 315.9011 493.4654
## 204 6.284248 190.01765 12206.6812 7.9107112 333.0735 395.2611
## 205 10.258615 161.89636 6040.3699 7.2054141 333.0735 316.5359
## 206 9.298018 163.03883 13990.5134 4.2497016 333.0735 399.4774
## 207 7.895469 154.26578 7769.6161 7.2052620 267.1580 407.7322
## 208 7.947486 269.80941 34440.7734 6.9582832 390.1042 425.6278
## 209 10.026159 224.26636 14962.1778 7.4283131 336.9729 517.5128
## 210 6.488193 225.48191 34864.4279 8.9516923 385.5056 324.5098
## 211 5.869737 207.72546 22244.2182 6.5977643 352.5640 465.6165
## 212 7.036752 220.81370 21410.3196 6.3248798 335.8459 382.1978
## 213 5.304143 160.96836 25299.5116 6.2860431 300.5007 497.7904
## 214 7.533615 186.91825 11642.7275 5.8906843 333.0735 363.5063
## 215 4.077608 207.83805 18194.9541 7.9239740 333.0735 288.3652
## 216 7.036752 105.85926 37928.1422 5.6094403 333.0735 358.8888
## 217 7.086168 189.14538 4304.4925 3.6158905 267.1580 400.9043
## 218 6.271012 213.44468 24846.1419 8.3729970 333.0735 543.3917
## 219 7.957768 276.73357 17162.3984 7.8415416 397.4320 514.4217
## 220 8.875642 228.92159 28487.7086 5.3187320 351.9607 474.7725
## 221 7.036752 192.44717 18257.5693 7.4722491 313.7765 462.4024
## 222 6.613709 141.12892 25648.5695 7.2229716 295.2369 374.7703
## 223 7.735705 137.31817 16723.9772 7.6758262 282.5399 595.3293
## 224 9.925041 238.71339 10704.6032 6.1100194 351.5974 405.9002
## 225 9.002583 202.99077 19523.1249 7.2447533 330.3615 366.4917
## 226 5.095766 273.40845 26307.2984 10.2198041 380.2015 513.8776
## 227 8.594677 263.76459 23220.1206 6.3944631 383.9626 588.8527
## 228 7.083779 112.82025 8580.2456 4.2102841 267.1580 434.7477
## 229 7.682872 180.70138 12105.7219 5.3967161 296.2389 469.8356
## 230 7.036752 133.81311 18272.5060 5.9118705 333.0735 415.2117
## 231 6.419772 208.76025 30759.6814 7.7678635 333.0735 523.6002
## 232 4.443239 178.95621 25008.5323 4.9488145 298.5767 429.5448
## 233 6.978664 183.24280 23114.4461 6.5008254 323.1558 470.0787
## 234 6.623614 203.03014 17167.3013 6.0496009 311.7263 410.2432
## 235 3.889107 201.09732 28102.7566 5.6820353 330.0235 291.1484
## 236 4.814136 205.21404 17650.4051 8.1210801 350.4879 414.0307
## 237 5.779674 199.58608 24160.3543 9.4581283 333.0735 428.5532
## 238 6.937819 177.57814 12626.1979 7.3808830 333.0735 439.6250
## 239 7.436783 208.09400 28544.6163 6.5000525 339.0239 522.7937
## 240 4.723313 252.27489 22833.1920 5.9224506 378.5603 411.2950
## 241 9.380658 265.06122 15156.7898 4.2715447 333.3345 503.1706
## 242 7.810145 187.31505 20418.8899 7.2148957 325.2289 351.1861
## 243 9.436637 143.78841 20724.9304 7.7001002 333.0735 469.7613
## 244 9.406326 216.76216 27948.5894 6.1561108 355.4730 347.9831
## 245 6.321259 207.25771 8532.1395 5.9878766 286.4893 491.7653
## 246 7.036752 217.36975 17984.3274 8.5941629 333.0735 409.2208
## 247 4.705356 103.17359 19555.7651 6.7672980 333.0735 370.1782
## 248 8.896419 222.25629 8870.9030 6.0113424 332.0026 425.2269
## 249 6.581878 272.98274 37169.4444 8.1147310 400.3224 351.4768
## 250 6.755146 231.26013 18536.6986 8.7571332 342.5480 385.1146
## 251 9.445130 145.80540 13168.5292 9.4444711 310.5834 592.6590
## 252 9.024845 128.09669 19859.6765 8.0164226 300.1504 451.1435
## 253 7.036752 169.97485 23403.6373 8.5197299 333.0735 475.5736
## 254 6.800119 242.00808 39143.4033 9.5016946 267.1580 376.4566
## 255 7.174135 203.40893 20401.1025 7.6818063 287.0857 315.5499
## 256 7.657991 236.96089 14245.7891 6.2890649 373.1654 416.6242
## 257 8.322987 207.25246 28049.6463 8.8270613 297.8131 358.7259
## 258 5.934279 223.85813 23249.6538 4.6028499 333.0735 277.3845
## 259 9.802721 98.77164 27357.4567 9.2181504 323.1991 512.4287
## 260 6.101955 215.26809 15976.9262 8.8571600 308.4827 417.8436
## 261 4.997771 280.08241 26849.1947 6.1307565 374.2330 297.6115
## 262 4.815767 217.68709 16392.1351 7.4611705 278.7423 481.4808
## 263 6.548021 278.58511 25508.3870 6.7493778 366.8715 497.3218
## 264 10.258615 47.43200 19237.9497 8.9070197 375.1473 500.2460
## 265 6.618011 233.66164 19598.8607 4.7010493 400.3224 401.6698
## 266 7.788055 212.69146 29879.0602 6.9989615 360.6683 359.5691
## 267 5.191834 211.09418 14866.1039 7.2386913 323.1093 388.7166
## 268 5.626340 230.85798 14442.4189 5.2103687 333.0735 346.5532
## 269 6.869639 251.29345 21728.8213 8.8031747 279.7769 539.4669
## 270 9.058628 155.35756 15737.4689 7.2519789 343.2340 463.3893
## 271 7.291888 127.54430 27784.0485 9.7544759 267.1580 439.6493
## 272 7.275909 175.22038 22644.7664 7.8868545 293.3099 373.3457
## 273 6.512737 229.26386 22475.0469 12.5800265 267.1580 479.5013
## 274 7.207887 175.87029 35804.2926 8.0660591 320.1022 468.5628
## 275 7.036752 156.52063 16146.1571 6.6295992 352.3534 629.2812
## 276 5.324942 280.08965 35344.6580 13.0438061 267.1580 392.4215
## 277 7.082301 169.46893 29846.7191 5.4433869 350.4018 353.0304
## 278 5.334184 224.78794 28897.4915 6.0485246 333.0735 360.1792
## 279 10.258615 81.71090 25999.9537 8.4773939 318.4272 392.7041
## 280 6.286807 258.30005 13777.3762 7.4832577 328.6806 563.4348
## 281 9.794559 129.87096 20682.7317 9.3908426 291.9801 427.1239
## 282 8.210444 167.10219 13933.0854 10.4228418 267.1580 391.0689
## 283 6.941719 173.33439 20111.8213 6.6971941 333.0735 374.4853
## 284 10.258615 136.32375 48621.5640 9.1587039 327.9228 365.7203
## 285 7.958984 171.48362 23625.8139 9.5377351 267.1580 327.6239
## 286 3.889107 243.80795 7751.8095 0.5303513 333.0735 341.2911
## 287 5.671774 216.04281 15949.1532 7.5005732 333.0735 372.5352
## 288 10.003301 143.09429 46113.9575 12.9121866 333.0735 574.5550
## 289 6.552847 198.80694 34006.4207 8.6912062 274.9044 477.1639
## 290 7.628553 156.79369 26244.0369 8.3376104 267.1580 495.9670
## 291 4.790841 268.72088 17862.3690 4.5545736 377.2412 608.8469
## 292 7.710960 181.93813 6552.6263 5.3892486 390.5964 516.2841
## 293 8.291299 211.21703 20008.1350 8.7678750 275.7673 475.9091
## 294 6.193170 225.68342 12883.7265 4.7393601 333.0735 389.4060
## 295 9.032661 121.44144 15618.1702 6.1574907 372.9275 390.6572
## 296 6.139494 236.67403 8081.4665 6.2508081 333.0735 416.2388
## 297 7.129425 178.37235 25840.5789 7.4878233 312.9827 323.2989
## 298 7.036752 191.28522 21948.3254 5.6267873 355.4888 509.4068
## 299 5.418504 187.77681 35902.7157 4.3570879 333.0735 454.5203
## 300 8.075495 195.80500 29483.6018 10.4938409 298.7372 321.7483
## 301 7.036752 225.28770 22511.6926 7.0575779 377.1290 291.3537
## 302 10.049674 132.83284 11557.0320 8.5505727 323.5081 442.7680
## 303 5.667651 229.92837 16953.8987 8.7743061 293.5742 554.1205
## 304 7.036752 181.68916 27776.1803 7.5898688 298.2267 417.6312
## 305 8.923981 135.93847 27919.7707 12.3632848 333.0735 415.6295
## 306 6.428866 225.61309 15596.4733 6.1534724 333.0735 466.0444
## 307 6.960604 201.71545 11348.6760 4.2978898 333.0735 468.5914
## 308 5.873676 203.32993 19216.6831 9.2127787 333.0735 420.2912
## 309 6.795469 187.78302 15300.8387 7.4865984 316.9569 498.6659
## 310 10.041028 113.83111 16266.4345 7.9390744 363.8669 557.4861
## 311 7.036752 273.25562 44506.4416 8.4126881 267.1580 485.6472
## 312 7.296038 235.73519 36043.7066 5.1962128 377.1907 385.6143
## 313 7.036752 161.82648 29299.1234 7.0287967 350.4309 375.7807
## 314 5.862641 185.06522 44069.2722 4.3827213 400.3224 331.5701
## 315 7.292142 174.48043 33991.6516 9.5117924 267.1580 435.1080
## 316 8.062806 200.49311 11567.8878 9.8899500 333.0735 510.4144
## 317 7.821971 157.18155 23318.1880 9.0840399 324.8517 294.6365
## 318 10.258615 77.45959 39227.6195 8.5179861 337.5012 410.8561
## 319 6.593764 233.51413 25589.6106 9.7856958 333.0735 489.7034
## 320 9.161089 119.84190 26618.0596 6.1055733 343.2892 379.7252
## 321 7.036752 144.81526 14507.0178 5.8190917 353.6073 290.8895
## 322 4.642953 307.70602 16115.9299 7.7073423 333.0735 439.9444
## 323 7.798454 188.39494 32704.5693 11.0788725 267.1580 507.1787
## 324 5.564342 256.20883 11245.7358 7.2122539 329.3384 369.5555
## 325 7.886591 213.05259 38852.0296 11.1707886 281.7008 326.1154
## 326 7.443189 193.12480 13551.9533 4.3132648 333.0735 430.4873
## 327 3.889107 275.76714 23736.8163 9.1007721 333.0735 426.2311
## 328 9.597192 167.08898 21153.3228 7.9444693 346.0750 335.1976
## 329 6.964226 212.76449 29957.1912 7.6751876 321.2509 378.0855
## 330 7.672910 152.87831 22989.3512 6.2319133 343.4390 401.1409
## 331 6.737004 220.10010 24694.7442 8.3736599 333.0735 384.3087
## 332 7.036752 163.22447 18570.2853 8.1093459 296.1903 463.7417
## 333 5.382489 240.01821 18189.3950 5.5519905 397.7001 551.4762
## 334 7.022952 264.52561 15978.3553 10.9562055 267.1580 412.7094
## 335 7.036752 250.70539 27355.9343 6.4820380 377.3580 559.8178
## 336 10.026224 94.09131 25510.0973 6.6141140 385.4027 388.4673
## 337 5.583833 261.23383 35278.6817 6.5946168 333.0735 278.6390
## 338 7.952929 221.36985 18621.4249 6.8794184 333.0735 309.2546
## 339 5.500187 254.67271 21082.8520 8.3693541 347.8165 469.7954
## 340 7.543700 161.62314 19116.0121 8.4934067 289.9600 440.2834
## 341 6.848332 159.18805 12837.5061 5.1644481 373.9917 558.8156
## 342 7.036752 181.21051 30280.7886 10.3825466 267.1580 487.9973
## 343 5.910252 282.73902 15244.8464 6.6365506 363.3847 695.3695
## 344 8.716820 153.98003 11734.4489 7.1236113 333.0735 447.0281
## 345 6.016889 221.14731 16656.0627 5.2016878 333.0735 383.2078
## 346 9.567823 173.11150 38787.4627 5.1499999 400.3224 492.4115
## 347 4.296247 278.14752 19672.4872 4.9552182 400.3224 330.0674
## 348 3.889107 323.12400 38969.3890 8.9255153 333.0735 514.7629
## 349 8.529669 157.70048 18203.7300 8.9268263 309.5420 498.6508
## 350 8.065339 174.12058 21366.2836 7.4909440 315.1804 497.0192
## 351 9.158445 186.67297 15797.0304 8.1510807 333.8123 425.7520
## 352 8.848586 188.91998 32033.3320 13.1270000 267.1580 479.7920
## 353 9.495456 185.87859 18088.3548 7.5273753 388.7687 409.4510
## 354 8.052894 198.99447 9025.0794 7.2177880 338.3969 328.4331
## 355 3.889107 311.38396 26931.2435 7.1168974 333.0735 521.1405
## 356 6.425874 188.98028 11965.3965 7.5711226 365.4537 502.9911
## 357 7.757270 213.04845 25259.7805 7.6351530 363.6848 543.5288
## 358 7.748655 239.78828 29331.2366 10.7130966 267.1580 441.5295
## 359 5.117390 225.65740 30914.1116 6.2077295 371.6494 356.8623
## 360 7.481535 218.26117 12088.4165 4.8706604 400.3224 518.3756
## 361 5.374223 201.33144 19410.2338 3.2395803 384.5628 350.1780
## 362 7.063647 140.61287 17941.8113 6.2753046 376.0462 402.5936
## 363 6.876451 190.84451 21979.0317 5.6305576 363.8317 349.1861
## 364 4.812434 250.18395 11465.5756 4.3626412 398.1619 607.0265
## 365 4.993531 242.62050 13900.7793 6.4677441 333.0735 429.8278
## 366 4.788861 234.89370 28174.6205 10.8500365 267.1580 444.8543
## 367 4.037288 291.46190 52318.9173 7.7794593 333.0735 401.2043
## 368 6.505873 240.28791 29534.6903 6.7752772 341.7282 265.2512
## 369 6.779774 153.88631 24415.0706 7.3226717 333.0735 459.8765
## 370 6.952512 211.69730 33737.2885 6.3008707 333.0735 395.4070
## 371 5.628407 226.83004 28334.4919 8.0124970 293.9243 351.1612
## 372 5.966000 194.79622 17350.0585 4.4665772 400.3224 406.8063
## 373 6.319432 180.96562 36278.7183 9.9605521 275.5917 307.6914
## 374 8.027248 193.35242 7714.7470 6.0872377 333.0735 440.9390
## 375 8.882684 135.52306 4857.2538 5.2097789 333.0735 532.3367
## 376 5.991283 224.60856 29983.1160 7.3838187 329.7315 604.6313
## 377 10.258615 163.62462 18894.8524 10.0682054 269.6467 446.4507
## 378 7.036752 131.54774 21626.4976 7.2078464 333.0735 390.9550
## 379 6.105140 249.14139 45249.4490 7.3693603 338.7713 314.9651
## 380 9.443359 73.49223 20438.2247 8.0249531 315.8057 458.6772
## 381 6.887414 223.60306 29189.1367 10.5144660 267.1580 386.6229
## 382 6.512901 169.21748 25151.4116 4.6133108 375.6123 296.0744
## 383 5.772718 213.36354 26124.9314 8.6307190 273.2794 465.5593
## 384 4.912557 308.25383 44063.0984 7.9279769 280.9337 327.4757
## 385 9.739562 166.94886 13623.1601 7.2359218 385.0591 369.5913
## 386 5.541979 185.67187 20143.0653 10.2361760 267.1580 517.9358
## 387 7.036752 193.50341 42268.3343 9.0059428 267.1580 384.6849
## 388 7.036752 143.30020 16263.1675 6.2297366 333.0735 503.6641
## 389 6.448931 240.24477 13979.1657 9.0779848 314.5905 473.7513
## 390 5.477912 211.39884 27361.6591 5.8104569 340.6238 358.0441
## 391 8.544709 181.41340 31429.3790 7.5550297 350.3971 393.8896
## 392 7.378597 175.98245 9460.3226 5.9410118 333.0735 402.0199
## 393 6.664003 199.58872 15902.9453 5.2577890 346.5846 347.3533
## 394 6.775583 218.41493 17968.8828 8.2541148 333.0735 358.7177
## 395 8.736371 194.67769 24283.6588 8.8555445 329.0042 333.6238
## 396 7.146976 196.56268 16911.2038 6.8905055 320.1009 520.1114
## 397 7.036752 242.90944 9654.7337 6.2539804 359.6658 588.5667
## 398 5.040332 232.23448 25653.6902 5.9293076 328.3296 529.0525
## 399 7.036752 281.58216 21707.4923 5.0372612 348.2397 347.9575
## 400 7.745499 168.35562 14336.6275 5.2643100 333.0735 421.4853
## 401 6.259652 208.37943 37356.7464 8.5654873 267.1580 380.2402
## 402 8.596391 189.52316 14518.9745 5.1241294 400.3224 348.0415
## 403 5.767350 272.47218 15417.9328 7.7288599 315.4049 424.4612
## 404 7.088941 206.36412 13839.7134 8.0882420 321.2961 369.9693
## 405 8.029182 158.04040 19663.4694 8.4334484 283.2705 431.3047
## 406 7.036752 286.20176 46931.8843 7.4400239 267.1580 557.4219
## 407 4.725786 249.67100 20834.2943 5.0360101 378.9987 411.1145
## 408 8.195765 214.51761 10389.5425 6.2954050 327.1939 403.1899
## 409 6.443754 196.61599 25740.4126 2.4843800 400.3224 352.3536
## 410 7.039094 179.64522 28827.3602 4.9455552 389.8893 593.3962
## 411 7.036752 185.75573 27345.1743 8.9327636 333.0735 313.8788
## 412 7.036752 185.84680 14971.9490 6.6663429 346.4862 418.4536
## 413 6.945224 220.96004 36438.3109 5.5516604 337.9639 367.9980
## 414 5.742110 188.21660 26831.6104 6.2027212 318.3767 498.1424
## 415 5.596628 177.21379 17925.3521 8.4354701 303.7342 552.3087
## 416 7.350379 193.63337 26736.0856 10.4165889 309.4169 557.4957
## 417 6.262799 206.88975 31414.5258 4.5280762 349.7347 567.0273
## 418 9.927024 208.49074 19666.9928 8.0086183 340.2378 482.8424
## 419 5.381408 175.57431 15371.9999 7.4572453 312.3549 308.7298
## 420 4.961353 166.25996 22229.2301 9.9220779 295.1318 449.1472
## 421 6.457098 192.26494 18340.0468 8.8321376 335.9701 517.4322
## 422 6.539370 214.63860 21230.4314 6.4855943 336.9749 532.5728
## 423 6.252410 225.78410 23920.2548 7.0181650 303.7917 484.5858
## 424 7.967345 180.53171 19384.0374 9.8682379 325.4968 386.0553
## 425 7.036752 212.73169 37030.7081 5.0403195 351.0645 535.3024
## 426 7.609521 223.28839 40879.7896 7.0306993 310.6324 370.2709
## 427 6.887864 173.32502 19947.9242 7.4887031 334.0980 441.0026
## 428 9.879071 208.90565 14673.6707 6.2402476 366.8176 442.3375
## 429 7.638762 178.27164 18308.5027 6.5480978 362.3329 394.1810
## 430 6.961892 223.59584 31101.6843 3.6920654 343.8273 530.2214
## 431 8.060610 208.04271 15489.3257 5.6202988 361.9704 423.4208
## 432 7.240272 213.42314 23432.9627 5.9278681 328.3592 325.3877
## 433 7.486780 199.67778 25396.0118 4.9605584 342.4535 444.6786
## 434 8.410461 234.87652 27554.3453 5.6817162 362.4896 519.0316
## 435 6.143921 175.27408 29072.1696 12.0625362 287.6982 469.9833
## 436 6.096180 174.87163 16314.2334 8.0630207 333.0735 435.7838
## 437 6.384824 243.68807 39960.2989 6.6976571 297.1855 437.7279
## 438 9.462666 225.39931 12224.6246 2.9813790 387.0987 485.6973
## 439 7.868147 199.03597 20434.1057 6.2109937 337.9161 549.4150
## 440 5.873157 153.67338 21910.7636 9.7528787 319.3567 352.4560
## 441 7.036752 186.87301 26004.5289 8.4935288 320.6935 534.1303
## 442 6.529304 210.00403 28970.0876 4.2501509 333.0735 422.8176
## 443 5.152204 207.29926 27000.1069 6.6918060 333.0735 350.0050
## 444 7.858663 210.95475 26703.8535 6.5090654 341.3419 374.0728
## 445 7.704410 234.63595 22057.3792 8.1244032 333.0735 397.3997
## 446 6.728004 201.12690 22888.7881 7.6639880 319.4635 325.5375
## 447 10.258615 190.99485 6700.7751 6.8798577 333.0735 498.9319
## 448 9.112786 205.94107 20868.6280 6.9627900 330.9343 422.0395
## 449 8.079808 174.16109 12677.8415 7.2952116 333.5825 589.5522
## 450 7.078659 232.58185 26177.7895 3.9143532 334.1611 380.4599
## 451 7.036752 139.33115 2912.2112 10.3382340 343.3180 532.8852
## 452 8.043889 169.68822 8896.1951 7.8378612 328.9398 430.8368
## 453 7.040245 192.95598 20988.4294 6.4223590 320.9488 381.3573
## 454 5.483974 166.16184 21144.9753 7.6076109 322.7331 306.3559
## 455 8.534407 248.57748 22372.3033 2.9937441 366.1462 341.7602
## 456 7.266595 176.85370 14859.0597 8.2617782 327.1723 445.0375
## 457 6.256651 181.07231 16905.8015 11.5861511 333.0735 481.3071
## 458 7.240351 201.99720 14462.6743 6.7371761 314.0431 534.8010
## 459 8.692115 144.23636 2552.9628 9.2026339 347.9751 517.4275
## 460 8.639541 168.61397 7013.2118 8.4516010 355.2139 419.7889
## 461 7.179864 180.85421 10859.5537 8.2635034 341.3025 358.0563
## 462 7.163999 203.78160 34226.0721 9.4120346 320.2589 415.5775
## 463 8.926113 189.98795 15249.6202 7.0762217 341.5269 361.9016
## 464 6.353110 206.26981 18409.0373 3.7237762 348.2099 389.6832
## 465 6.681554 238.51244 26132.2118 6.3044591 309.2370 326.0262
## 466 5.445326 201.37946 28001.1182 7.2089460 331.5875 365.0916
## 467 7.539882 185.82598 21575.2452 7.4429987 333.0796 444.1166
## 468 7.036752 199.91801 15335.5114 8.0923771 303.3272 399.6054
## 469 4.370477 188.65404 29542.3382 8.1171141 301.0222 456.3085
## 470 10.258615 217.26684 10676.5085 3.4455146 397.7549 492.2065
## 471 6.599594 198.32326 21078.8872 6.2342315 331.4956 447.9878
## 472 4.197584 189.47368 31292.1277 7.1052043 333.0735 370.7714
## 473 7.920795 173.35715 13454.6348 6.9478951 356.7681 471.3687
## 474 6.330733 166.73801 18397.1994 8.0764265 333.0735 436.9918
## 475 7.036752 181.29613 23433.9018 7.7295884 333.0735 329.7409
## 476 7.764143 186.13243 25926.0756 8.0112066 333.0735 399.1317
## 477 8.237143 190.05969 20015.3981 8.3852167 356.0918 377.6821
## 478 5.679234 188.18870 35643.1812 8.8826537 322.1694 256.3026
## 479 7.417570 193.77188 23207.0928 7.4721153 333.0735 496.1052
## 480 4.775983 196.27396 19185.7919 4.9429299 329.1439 459.0836
## 481 7.865095 210.03929 14310.6233 6.6128996 333.0735 403.3606
## 482 5.903466 201.86403 25394.1047 7.6921542 313.6481 434.7197
## 483 7.705711 178.92286 18476.6192 8.2262281 334.8899 518.0434
## 484 7.815122 190.31390 20229.1082 9.1868931 335.6387 379.2229
## 485 6.139743 168.44421 23894.1360 9.4945817 318.0261 494.1291
## 486 5.041405 193.16785 17342.3141 7.8429748 322.1070 444.4535
## 487 8.675193 200.73594 15049.5842 8.6303806 356.8055 441.2981
## 488 7.689358 221.35689 30253.8511 6.2693090 320.4781 529.7465
## 489 8.570129 200.07187 9782.3443 5.6616970 333.0735 511.1615
## 490 5.671762 184.78184 17527.7167 5.3147593 339.0565 409.4794
## 491 6.624806 204.34293 21443.2647 5.9804018 312.3152 412.9968
## 492 6.541008 195.56689 29616.4929 7.1086281 328.9985 530.7997
## 493 7.036752 169.18874 18408.2950 5.1318393 342.9377 350.8944
## 494 9.241198 223.69135 21610.5813 4.1161831 333.0735 480.0131
## 495 7.036752 162.62629 21318.9617 7.5752788 289.2084 457.8116
## 496 6.340809 158.34274 15288.2138 7.5997517 342.4477 334.9373
## 497 5.980357 181.25870 11826.2943 3.6885044 356.1666 543.3480
## 498 7.605979 172.19814 10930.0557 8.4326386 333.0735 400.7062
## 499 6.427512 178.32656 25993.7114 7.2945541 329.6952 566.7547
## 500 7.036752 196.24886 17909.3658 3.6722705 333.0735 417.2873
## 501 6.109073 191.75557 26853.9495 9.0646128 312.2020 375.5474
## 502 5.842933 168.29529 19156.1231 6.8783479 331.4776 506.7568
## 503 5.367546 175.43282 29009.0108 6.4814437 333.0735 463.4784
## 504 5.345887 184.78457 22274.3684 9.7271033 319.0305 492.1355
## 505 5.386307 212.59299 40149.3166 8.1242319 318.7917 355.5464
## 506 9.919478 207.06559 16544.2756 7.0393109 363.0369 278.7532
## 507 7.036752 218.30218 42061.3228 6.3311775 324.5416 503.1392
## 508 7.121458 204.16414 20574.3643 7.0891462 333.0735 353.9276
## 509 9.418296 173.64022 8777.6868 8.4561779 358.2921 596.8258
## 510 7.457165 263.03670 31085.0834 1.6839926 333.0735 584.6044
## 511 5.272228 206.31318 42210.8852 8.8497167 333.0735 410.6485
## 512 7.291957 202.32904 21891.6772 7.6287469 339.8290 379.2701
## 513 7.803833 223.68811 37376.7930 6.6649694 333.0735 343.7640
## 514 6.844351 197.46047 23608.8622 8.3964046 333.0735 526.4259
## 515 5.608745 152.95406 19835.9808 9.3459815 323.3933 596.0764
## 516 5.701155 233.51504 41411.6017 5.8954640 310.1605 509.7679
## 517 5.412762 226.58649 45510.5843 7.0701852 307.6215 420.1248
## 518 7.036752 208.17746 17264.8409 3.2961573 387.0708 631.3042
## 519 5.018132 169.39724 29072.0381 10.7114754 297.0133 467.2181
## 520 4.552238 197.07693 25969.2151 8.8654220 333.0735 461.8363
## 521 7.036752 203.50592 21417.5936 6.0726376 319.5227 348.5273
## 522 7.025306 202.80908 23502.8578 5.2390132 335.5487 471.1317
## 523 5.770621 194.50014 16173.7271 6.3417973 318.7889 387.1305
## 524 8.437876 183.10662 12856.9287 7.4000195 361.7797 587.0226
## 525 5.907078 213.47108 41839.4564 7.9247621 312.3299 357.2590
## 526 6.898341 187.41531 19024.4855 6.9150702 333.0735 428.7870
## 527 10.252734 217.73667 9651.8748 4.3383534 369.2977 528.1216
## 528 8.206500 182.90536 18949.9755 6.6629489 347.1326 332.8553
## 529 7.286167 208.44409 30879.0267 6.8569671 336.0488 352.6021
## 530 8.809296 226.10590 18140.5943 4.9303807 320.7994 350.1167
## 531 6.641501 198.88441 27867.4868 7.3277293 318.4084 573.7238
## 532 6.145148 197.54107 39657.2721 9.9001594 288.1579 319.4340
## 533 5.906442 177.89137 27296.2940 8.8692680 312.0158 385.8128
## 534 5.389846 163.34435 19646.2334 9.0927212 314.2376 491.7504
## 535 5.006563 160.49645 27218.8220 11.5431905 289.9758 303.2563
## 536 6.503638 163.25663 15000.1878 7.6418337 334.1031 517.4284
## 537 9.606859 200.84214 18907.6428 7.5150874 333.0735 370.9038
## 538 8.742230 179.40980 9694.3549 6.5771280 368.5043 323.7440
## 539 8.394397 187.64341 10603.0980 7.8402605 352.8356 376.2411
## 540 7.036752 204.92383 12556.7540 5.7890076 359.9518 610.7676
## 541 3.889107 186.91777 19988.6493 7.1749523 333.0735 483.3342
## 542 4.301373 148.73770 26640.0722 9.2426528 316.7644 365.8354
## 543 9.895889 210.65404 13189.5194 4.9451279 333.0735 481.1368
## 544 4.319441 186.05618 30565.5784 9.8111684 276.8339 282.6874
## 545 8.313774 196.54770 11310.9583 5.3108152 364.4051 607.9158
## 546 7.036752 179.14929 4784.9679 5.7021867 378.3982 517.4961
## 547 3.889107 207.39747 49074.7304 5.6674335 301.9750 351.5204
## 548 7.510943 182.19285 17100.8874 5.9487846 357.2657 499.0951
## 549 6.978291 191.85848 26189.6471 7.2794332 317.1842 564.6476
## 550 7.036752 164.37843 15908.5619 11.2086883 333.0735 360.8143
## 551 7.460727 237.57961 25222.9560 7.2774428 316.5623 377.6822
## 552 7.036752 190.04666 18327.4384 7.8987649 354.4192 445.9285
## 553 7.220166 204.76839 15658.0863 3.8427319 333.0735 407.3750
## 554 8.790851 187.43981 7850.6419 6.3599422 333.0735 384.9208
## 555 7.036752 198.23441 26486.1814 6.4729584 333.0735 472.6937
## 556 7.036752 219.01333 29433.4238 9.3840556 302.7673 426.4307
## 557 9.049166 169.50925 4343.3566 5.7808226 386.7005 471.9254
## 558 9.515141 199.08132 9082.8162 5.9765495 367.2308 501.4468
## 559 6.145243 213.17559 20417.2644 6.2437431 333.0735 435.3765
## 560 7.494212 210.34728 29252.5011 5.9227043 339.8466 445.0612
## 561 7.091886 221.19148 29091.2071 5.1349604 333.0735 515.0600
## 562 6.624573 172.05547 14877.2897 7.0799340 338.4413 405.8181
## 563 6.032189 200.42076 32882.1559 6.5165189 352.0186 349.9822
## 564 6.344095 164.81721 14973.2974 10.7070156 316.1445 337.2194
## 565 7.036752 209.76602 27382.7693 7.4323122 323.9556 301.2029
## 566 7.459145 217.70013 19436.5035 4.6391159 352.4244 494.0943
## 567 6.361667 175.04400 25833.8517 8.2437812 333.9471 302.1907
## 568 9.011589 228.91952 25208.1518 6.7670104 333.0735 380.1452
## 569 7.466213 223.18418 18261.6949 5.2065968 333.0735 456.2622
## 570 5.739816 189.82779 15825.4403 8.1101403 313.0573 425.0168
## 571 7.785107 174.88936 13404.2543 7.5178057 333.0735 491.4317
## 572 7.138587 180.90378 9727.6532 5.7064286 333.0735 399.9548
## 573 8.805178 157.23198 4728.6507 8.8482622 356.7736 299.2798
## 574 8.003031 186.46308 15007.2727 7.6973237 355.7260 561.6132
## 575 7.157338 214.01010 23718.5520 3.9243669 343.7644 506.8997
## 576 6.427365 202.94498 20920.2516 5.5276207 338.5824 332.6128
## 577 6.124672 179.57975 27951.6131 8.0756269 303.6469 467.1718
## 578 8.457901 228.73215 16061.5901 4.1424854 356.3048 370.7121
## 579 5.772197 200.14497 27840.6942 7.1322398 318.6435 414.0150
## 580 7.036752 220.97605 11562.4355 6.0333923 359.1869 406.4664
## 581 6.760791 192.14262 19089.9486 4.3645214 345.0189 457.5548
## 582 7.895046 174.69269 10465.2616 7.6683154 350.5354 472.0429
## 583 8.576740 221.15026 24897.2866 6.2226264 341.8092 389.2928
## 584 5.596730 229.29510 44652.3639 6.5009531 323.9990 424.2570
## 585 8.145632 218.44080 31350.2758 5.5076497 334.6449 376.6699
## 586 6.665495 222.48777 25319.9139 4.9709586 339.0597 318.5643
## 587 6.499068 173.76887 23734.8462 9.0090557 330.1647 593.5618
## 588 9.735889 209.76151 10897.1503 6.1065669 358.1931 449.3678
## 589 9.268282 204.36049 14333.5380 9.0701263 328.2979 431.4754
## 590 7.036752 180.89304 17705.6086 6.2233122 350.1953 447.9371
## 591 10.059642 175.87583 5232.9133 9.6741748 333.0735 477.9838
## 592 6.475885 177.29495 16532.8288 10.0965880 305.2489 466.6494
## 593 6.096128 200.64622 16932.5771 6.5422064 333.0735 404.4601
## 594 6.297846 214.21457 21022.8350 7.2587219 331.8220 434.0487
## 595 5.284097 185.70549 26532.7372 6.1325457 328.1396 543.1817
## 596 8.269945 192.00378 11889.2177 8.3772334 345.9874 405.3406
## 597 6.039568 246.69285 39489.0097 3.1949688 333.0735 357.9863
## 598 6.243279 171.10389 19605.0296 8.2682291 333.0735 512.8947
## 599 8.214100 192.17713 12819.8754 7.5360232 343.4773 418.6788
## 600 7.036752 205.63879 39742.9703 4.6605285 323.9565 509.5464
## 601 7.036752 233.02013 27071.1186 6.2209365 298.1126 357.1196
## 602 7.036752 220.55252 28135.0768 7.9780981 307.6525 421.4643
## 603 9.836031 230.47192 16103.3605 5.5993141 333.0735 300.0625
## 604 8.719764 219.77890 30681.1203 7.2687651 340.9185 481.8534
## 605 7.009602 220.56200 18628.6968 6.7816804 333.0735 397.9961
## 606 6.492639 172.86396 14625.5614 7.7365695 349.4041 652.5376
## 607 7.814524 180.34731 17516.6994 7.4890064 352.2770 370.0114
## 608 9.652563 205.20606 8508.1537 4.9454166 386.5412 392.7675
## 609 8.007541 151.73632 8864.6865 11.2515074 333.0735 447.4844
## 610 7.036752 170.55009 17561.2728 8.3202096 349.2920 374.4638
## 611 7.036752 204.73500 33798.1090 6.5781606 333.0735 426.0805
## 612 7.386838 189.59581 29122.6970 8.4207633 321.5678 458.0442
## 613 5.497580 204.68287 29493.4230 7.6041303 323.6088 476.8445
## 614 6.057828 230.71769 44868.4584 6.4433916 333.0735 397.2368
## 615 7.036752 222.82121 23879.2268 5.0823566 333.0735 382.7580
## 616 6.268953 185.70665 24769.5114 6.7176660 318.2279 534.5408
## 617 7.036752 190.92926 20661.4111 10.1754838 299.3456 471.0626
## 618 6.284985 196.77506 29213.6204 8.5287926 334.4778 574.5407
## 619 9.043096 181.56666 8273.5920 6.7010419 333.0735 372.5512
## 620 8.523062 201.60849 24207.2980 7.2207162 333.0735 436.6260
## 621 7.036752 183.46485 19998.8590 7.1518887 337.5395 294.8468
## 622 7.036752 193.40027 30630.7599 6.8735681 342.1932 430.3956
## 623 4.029053 203.38686 42327.1680 8.5504831 279.6753 503.7324
## 624 6.412707 204.35810 32333.8415 5.2040845 345.7175 389.2153
## 625 6.276295 184.95206 28653.4723 6.5194349 335.2578 470.4297
## 626 7.648878 188.50698 22510.9751 8.6172081 333.0735 393.2935
## 627 5.548182 204.25990 39997.7837 7.0272262 319.2029 431.9724
## 628 7.036752 216.67562 17870.3152 6.6133867 338.4159 438.1321
## 629 7.468617 240.34531 36701.9743 4.5364130 339.2214 453.2114
## 630 7.036752 179.14945 21051.3654 8.8878462 296.9491 418.2698
## 631 7.918150 214.18661 23823.4929 7.2908777 341.1733 411.4245
## 632 7.036752 191.76426 10830.8013 6.3628894 333.0735 492.2003
## 633 7.036752 181.37465 14579.8221 5.4350582 333.0735 308.7925
## 634 5.433242 201.78125 31157.1102 7.2863923 304.4253 451.5572
## 635 8.339512 202.20162 21295.7499 5.6181161 333.0735 428.9503
## 636 6.715719 195.19060 19966.7447 7.7446958 354.2089 411.7955
## 637 6.098012 211.45401 39352.7758 6.2121913 333.0735 488.1413
## 638 6.576845 156.22177 12772.0958 9.7598977 341.7494 418.9725
## 639 4.681099 220.47613 38748.4114 4.6525138 306.4512 442.5305
## 640 8.151215 219.56005 13699.6807 3.8044283 333.0735 460.5287
## 641 7.036752 226.54835 13584.4903 4.1906962 374.1576 335.3782
## 642 7.036752 220.83603 27319.5690 4.5071016 329.9972 463.9652
## 643 5.669690 194.13007 20081.5380 6.7781036 333.0735 403.9899
## 644 6.624944 185.41093 16360.5663 9.4728450 320.8465 458.9240
## 645 8.273644 188.16075 11120.7010 7.4108909 346.3198 344.1550
## 646 7.036752 241.89551 25717.9362 4.2399971 369.5411 474.9375
## 647 7.036752 221.62006 11954.7007 6.6570531 333.0735 391.2387
## 648 10.258615 213.87687 16786.9254 6.6242202 333.0735 411.2170
## 649 5.171434 207.28053 44612.7514 7.2879252 300.2543 552.9076
## 650 6.964198 193.75328 27408.4993 10.1846046 307.6945 302.9404
## 651 6.548797 205.16816 13584.9003 3.7776480 333.0735 327.9673
## 652 6.555439 195.15798 15405.4965 2.7508373 333.0735 436.2781
## 653 9.042583 221.32018 14149.4998 5.3258527 366.6684 377.8580
## 654 5.970579 202.74552 19952.3095 7.8720378 311.1882 412.0389
## 655 6.273806 191.85040 15130.1544 5.1127505 349.9495 538.2037
## 656 6.604008 212.97847 23564.5797 6.6082051 325.3539 430.3328
## 657 7.143942 153.23636 11553.0393 8.4446872 329.4045 278.4833
## 658 8.116447 208.68915 23985.8644 7.5138702 346.4238 436.2906
## 659 7.665188 209.99725 22993.7294 5.5439013 343.4942 417.7390
## 660 5.555353 154.30068 20503.4300 9.6449965 313.4703 355.2070
## 661 7.543931 192.23454 24227.9611 7.2413435 336.1510 369.4277
## 662 7.036752 218.57355 11724.6233 7.5654068 296.4305 452.7277
## 663 7.340171 210.11881 12810.4232 8.8672938 309.6616 412.7066
## 664 10.015189 210.12672 9064.0358 7.1984324 363.5618 324.6479
## 665 7.036752 188.74356 19037.4626 6.0342361 333.0735 388.0659
## 666 7.846463 233.97658 6670.6594 6.8445262 333.0735 545.3107
## 667 7.036752 155.67578 52060.2268 2.5775553 365.0810 323.0010
## 668 6.334163 197.48233 23460.8214 6.1214635 303.5503 399.5638
## 669 9.616096 221.75982 12538.9740 9.0895311 333.0735 441.8810
## 670 7.036752 186.59525 29496.9102 8.1177478 378.4305 616.1752
## 671 8.892998 224.07818 22960.1806 8.9820364 274.6895 466.2455
## 672 7.036752 195.83657 14563.6827 9.3159769 333.0735 289.6606
## 673 8.141430 211.79427 15494.3598 9.4504140 333.0735 363.1294
## 674 8.165715 203.41933 16925.0123 5.5743417 337.2523 527.9125
## 675 4.931958 164.66677 31155.5402 7.4114835 383.7826 506.5314
## 676 8.977822 198.99629 20225.6429 7.5695182 352.6858 492.0978
## 677 7.372612 220.38716 17606.8857 9.4263394 274.2068 551.1452
## 678 9.107330 202.51471 24678.3293 5.5759064 334.7173 467.1108
## 679 4.168248 164.35129 23863.7169 8.5938192 333.0735 547.4668
## 680 7.806909 216.47317 21299.3187 6.2175971 333.0735 524.0797
## 681 6.704635 230.76694 9727.7617 5.9436946 267.1580 405.7616
## 682 3.889107 156.89892 26738.5254 5.0231426 388.7523 388.7526
## 683 7.966857 186.35336 21440.7389 7.8324737 393.7670 461.3562
## 684 4.595608 204.85966 13891.0385 6.3713445 333.0735 631.8221
## 685 7.036752 204.66905 12874.4446 5.0711645 324.7013 402.6193
## 686 3.994498 179.45419 18682.2771 6.4647927 331.1456 538.1750
## 687 8.907987 202.46121 33653.7620 5.4318787 330.8271 426.1866
## 688 5.898726 198.31002 21148.2419 9.1249003 326.2543 312.3886
## 689 9.514627 215.72553 16553.5624 7.5478595 321.7762 453.9185
## 690 8.842464 229.96442 7839.3188 10.5088099 278.4283 370.0852
## 691 7.721078 208.43859 17248.6187 7.6853697 286.4035 269.0136
## 692 9.089421 208.91472 32238.0778 6.8950136 321.0805 449.2600
## 693 3.889107 147.58183 41538.2427 7.7281770 376.0129 428.4448
## 694 7.725192 213.95133 20461.7590 5.3403186 333.0735 338.2143
## 695 6.729191 178.49363 31991.9588 5.6329404 333.0735 341.7748
## 696 5.085429 173.56597 33455.2410 6.0332472 351.2713 507.4762
## 697 9.545271 212.04639 25189.8306 6.2038688 316.5673 498.2670
## 698 7.036752 182.53398 20049.2421 8.4804680 330.1279 328.7010
## 699 6.246264 163.21804 26408.8818 6.0296705 400.3224 509.9569
## 700 7.376449 168.75001 37191.1141 4.1849430 333.0735 439.3129
## 701 7.802426 232.67028 14382.9022 7.6269229 333.0735 413.2922
## 702 8.596767 202.34319 15173.4711 7.2486250 373.6533 315.4791
## 703 6.436444 192.99566 19579.3895 7.6408743 314.9227 379.6754
## 704 7.333478 233.72136 16066.5521 8.1819881 267.1580 401.7393
## 705 6.144759 210.97975 19981.3152 9.2036141 271.0971 332.5981
## 706 4.725998 175.99149 34265.8306 5.9233958 324.8707 441.9452
## 707 5.393346 172.55026 28099.0387 5.7896687 372.6219 505.5423
## 708 5.624820 215.82287 9028.7603 9.2560978 274.2923 340.6484
## 709 5.768868 184.39500 31155.9888 8.3928335 356.5527 380.0968
## 710 7.036752 195.87463 17749.2987 7.5567503 333.0735 512.4545
## 711 5.251354 167.92434 34768.9334 4.0230813 377.1435 315.5361
## 712 7.688786 209.18563 29568.5359 9.8173356 294.3477 355.6986
## 713 3.889107 144.26527 26726.7711 6.0952829 333.0735 564.1838
## 714 4.897692 169.23577 14676.7163 8.3186073 333.0735 437.5387
## 715 5.842755 202.04478 13969.2616 6.6439180 290.7960 475.1430
## 716 7.036752 193.41014 14472.3916 5.6406723 322.6745 431.4573
## 717 5.038317 170.36046 25866.1040 7.4037500 333.0735 350.3910
## 718 9.961248 220.03819 11939.7699 8.4287536 337.4836 398.6809
## 719 7.417503 198.70565 24389.3629 4.7906814 289.3314 366.3707
## 720 7.036752 160.32597 37795.7633 9.1522247 390.2766 441.9861
## 721 5.099932 189.66594 21807.4001 4.3681520 333.0735 334.5123
## 722 3.889107 179.35058 28584.1758 5.2463817 292.4405 500.8660
## 723 8.860451 193.74311 24085.1121 6.1831095 333.0735 526.7049
## 724 10.137932 242.00572 15088.8276 8.6777894 333.0735 596.3463
## 725 9.900815 199.08375 16233.1347 8.1466432 380.1130 345.0199
## 726 10.258615 218.21668 13753.9934 7.5126081 334.1781 341.6022
## 727 3.889107 152.53011 39028.5993 3.4624920 283.6938 443.0292
## 728 6.017261 206.01440 15157.2688 7.5821239 307.7045 431.7820
## 729 7.110845 213.88634 25043.5328 6.0484370 267.1580 505.7355
## 730 6.350290 190.38374 14905.3939 5.5378302 333.0735 446.8406
## 731 8.129342 211.12331 22982.9274 6.7790055 326.3980 367.9888
## 732 10.252816 218.27970 18158.8421 8.6573419 349.5296 336.1988
## 733 5.462356 187.70953 11642.1490 8.4396411 333.0735 534.6639
## 734 9.239440 212.56908 14829.6242 7.1729204 324.1289 575.4220
## 735 7.071314 213.61963 20038.7964 7.6022519 290.0572 605.3050
## 736 7.115895 193.70674 18463.8837 4.9243890 319.0570 369.5340
## 737 8.238997 199.59454 25046.7986 9.2880199 350.8360 328.3634
## 738 6.446252 204.25356 11104.2505 7.6486129 333.0735 418.0412
## 739 6.161779 202.75697 12229.6476 11.5235975 324.0480 344.3657
## 740 6.772157 196.90010 13790.2962 9.5750529 333.0735 347.5884
## 741 7.061846 211.09169 11300.2381 8.8663593 299.9381 353.5104
## 742 4.638250 182.41962 34261.9859 6.1977159 307.4585 439.1177
## 743 7.678967 205.47992 7472.5065 7.1818685 333.0735 395.2358
## 744 8.137713 178.71663 33786.7163 9.1018851 333.0735 481.0735
## 745 7.481398 186.07477 13781.7803 4.6492539 377.3444 323.7728
## 746 8.082148 185.93242 28407.6610 7.6054208 381.7619 402.6580
## 747 7.036752 210.62736 27983.1794 5.9472129 333.0735 436.8441
## 748 7.702183 192.13753 18126.0310 9.1545805 364.1912 646.7326
## 749 6.750761 207.25451 23642.9926 7.6910124 293.7830 446.6969
## 750 7.036752 219.70605 22387.3158 7.3085006 316.9730 327.2895
## 751 6.323942 185.99241 23234.7889 5.8929627 347.2368 401.3049
## 752 5.403884 199.01667 11571.4215 6.2854338 333.0735 377.4307
## 753 5.699873 159.43560 31977.3701 5.2499744 333.0735 501.7432
## 754 7.694265 184.83630 22673.0345 5.7010633 333.0735 439.6330
## 755 8.581429 186.60162 20590.7121 3.9241829 366.1319 384.3057
## 756 9.888941 220.63882 19892.3889 7.9864564 326.0766 460.8124
## 757 3.889107 154.71172 21839.6960 4.9657223 333.0735 437.3772
## 758 8.370440 231.44255 15063.8150 12.2793742 333.0735 422.2938
## 759 7.036752 204.85219 13286.1566 9.0938434 332.8455 365.6875
## 760 8.390501 215.29552 27032.1423 6.5539577 282.8595 443.4456
## 761 7.581945 193.28646 21675.6829 9.8214985 381.9307 414.8110
## 762 9.850055 208.74023 35289.2371 8.3501101 337.2097 462.4802
## 763 5.225684 185.05044 16276.3986 6.6170976 333.0735 394.6349
## 764 9.663653 233.48727 13213.5783 10.1499369 293.0747 326.7778
## 765 7.036752 158.76296 26210.1160 4.0887629 333.0735 354.8471
## 766 7.935607 207.01685 19657.8433 8.6045048 312.3436 358.8490
## 767 8.928142 197.64853 27884.4342 8.9685760 333.0735 317.5327
## 768 6.920343 207.82136 16689.7996 10.0311464 286.4139 481.9559
## 769 10.258615 200.13983 13867.2442 7.3650151 400.3224 340.8088
## 770 5.729303 162.85759 34573.6788 5.6548564 400.3224 297.6314
## 771 5.335689 178.64012 37993.1827 9.7725218 343.2584 465.0728
## 772 7.036752 177.17402 38977.3308 5.4771613 400.3224 484.1730
## 773 6.769835 177.17326 34596.0019 2.8660730 369.5330 389.5163
## 774 6.848330 195.45148 15908.6421 6.2413486 319.2647 404.2049
## 775 7.036752 231.15982 12856.7286 6.9770186 344.4477 392.5169
## 776 7.036752 205.08879 27064.4184 7.3983786 304.9265 409.5018
## 777 7.036752 155.86438 28224.7742 8.3667228 392.5826 421.3437
## 778 8.589202 233.72797 7263.0567 6.9533078 268.9714 258.8802
## 779 8.473649 182.99720 36412.4883 6.1446657 333.0735 414.3081
## 780 7.591346 199.25532 25383.7652 7.9246163 318.6105 416.4456
## 781 8.137768 203.86187 24172.7033 6.8440176 305.8326 470.8363
## 782 5.352566 150.49521 27795.7320 5.4640576 400.3224 422.4225
## 783 7.998090 241.00028 9609.7406 9.8423461 267.1580 428.8824
## 784 10.258615 228.13267 8296.5506 9.8996367 346.6498 500.1692
## 785 7.442536 180.85909 18223.0271 8.5772496 400.3224 564.7935
## 786 5.140801 209.35856 21407.6143 4.4159759 267.1580 378.8972
## 787 7.036752 242.41343 9783.3687 6.4001520 267.1580 351.9974
## 788 6.947916 219.59438 10337.5417 10.4147810 333.0735 453.1519
## 789 9.622106 182.90973 30307.2177 5.6570042 400.3224 573.3305
## 790 5.361212 171.31554 24709.7289 4.1848907 366.8150 490.6587
## 791 4.909519 186.19070 13652.6020 9.3182476 333.0735 460.5667
## 792 6.376408 182.12104 33046.7276 5.3515332 362.3521 350.2363
## 793 3.940125 163.17165 25911.3217 4.1385400 371.9672 487.9852
## 794 6.916826 210.86044 29263.5541 6.0116110 267.1580 392.3636
## 795 9.146558 226.09342 6787.4847 9.2417629 319.0258 459.5690
## 796 10.258615 225.07422 14694.4206 6.7228429 300.7638 353.6309
## 797 8.787668 232.46264 7035.1338 9.3064490 333.0735 415.6249
## 798 7.368769 213.19702 18452.0230 8.2924448 294.3449 496.2709
## 799 9.352720 207.46516 23558.5547 6.5049160 346.5165 420.5946
## 800 9.393148 215.05136 20592.2589 10.0895371 331.3387 447.0745
## 801 7.296573 197.64695 22535.0852 9.2881996 323.4491 353.0629
## 802 8.900865 211.30681 9592.1513 8.8632724 348.4378 333.7753
## 803 8.107244 228.17186 18364.8314 6.1859478 267.1580 369.9032
## 804 7.804369 216.67387 14160.6868 6.0601436 281.3560 468.2125
## 805 4.666148 171.28870 35680.0679 4.8943736 314.6139 501.9029
## 806 10.258615 207.00484 16099.1519 8.1864789 369.6839 575.3090
## 807 4.739549 162.24689 27215.9027 2.8625354 372.8151 437.2176
## 808 9.869232 223.77266 29549.6588 7.7169229 281.1185 356.1819
## 809 7.036752 182.58223 19575.4754 10.0483832 400.3224 383.4910
## 810 5.827541 191.00493 25863.3432 4.8238315 316.0255 370.3573
## 811 3.889107 133.21694 16922.8539 9.2932886 400.3224 322.2912
## 812 7.036752 235.24059 10443.7965 7.6055188 333.0735 319.8429
## 813 9.485833 218.73824 15357.8334 8.5344584 315.8314 429.6222
## 814 6.435723 214.72467 9363.8540 9.9976236 273.4631 508.3452
## 815 6.365497 205.05654 7040.7376 11.3028312 325.3285 371.5796
## 816 7.036752 202.47516 23828.2077 5.5316846 400.3224 414.6177
## 817 5.452215 199.22847 14446.8124 7.6891905 298.3184 469.1320
## 818 7.036752 215.96658 21852.4379 7.4575149 283.7558 364.7011
## 819 5.433466 177.82830 31421.7316 4.5841339 347.0974 490.2847
## 820 7.374775 217.69864 12285.8915 10.0382450 333.0735 358.9833
## 821 7.036752 175.70855 25954.0318 6.2293218 346.2251 379.2906
## 822 5.226942 177.31960 28398.5542 6.2945174 336.2929 328.3874
## 823 4.594209 185.63286 27981.0912 6.7616832 354.7852 380.7233
## 824 6.784133 212.44234 12827.6210 7.4036419 333.0735 328.0336
## 825 6.400256 172.29900 15936.2474 4.9359978 340.3929 435.4056
## 826 6.839416 166.86697 28508.6378 7.2388286 333.0735 460.7660
## 827 6.901863 164.72349 20442.6150 5.1639314 341.5371 468.4163
## 828 7.036752 191.55482 22462.1133 8.1862584 333.0735 349.9545
## 829 7.888844 228.48839 15824.7887 8.3889442 314.8433 423.6627
## 830 5.527633 218.51892 22095.6372 6.4362882 333.0735 412.8676
## 831 6.492403 234.91451 18607.2132 8.6206973 302.1313 442.1042
## 832 6.684700 193.84093 34157.1845 9.8765741 344.5354 498.0640
## 833 7.036752 196.33467 24108.1276 7.8431436 352.6239 428.7706
## 834 6.223678 238.08421 22423.4952 9.3367738 333.0735 474.6653
## 835 4.758648 203.53783 23603.0654 7.6671285 324.0843 288.9125
## 836 7.440825 183.36271 17259.8523 4.6102447 335.6264 452.9953
## 837 8.054886 200.94348 12642.0660 7.3098216 334.4421 446.7484
## 838 7.061831 215.94632 24991.7660 9.1383908 321.4734 431.4247
## 839 7.036752 214.73783 12666.0053 7.0926913 302.4918 319.4231
## 840 7.611610 222.25227 25063.6830 8.5611238 287.9481 505.2655
## 841 4.691438 200.88941 32182.2623 8.5716496 364.7468 516.8516
## 842 8.064170 209.83933 8712.0026 8.5915101 355.4437 338.8482
## 843 4.292967 212.80865 30434.2691 8.6303130 333.4825 382.9224
## 844 7.865757 184.91292 16147.0019 7.3213434 333.0735 505.9129
## 845 9.085637 238.22197 9001.6588 9.8202309 325.1048 381.3466
## 846 6.592443 242.48047 9381.2399 7.3031837 312.8144 440.6011
## 847 7.032819 168.82240 29370.2642 5.3905934 333.0735 521.7809
## 848 8.990317 195.80903 23728.2940 7.5083053 348.7146 551.5404
## 849 8.561219 205.36683 16686.3128 8.1592991 333.0735 347.8410
## 850 6.739158 156.48276 30950.6811 6.5430898 363.1796 425.2888
## 851 7.036752 209.42684 20827.9838 6.5913711 313.8747 567.6042
## 852 6.492627 213.06538 34314.0871 9.0411461 335.2919 313.2547
## 853 6.753128 191.98299 18222.9320 3.9209737 296.1966 389.7425
## 854 5.039374 142.86060 40829.3532 7.2715427 333.0735 386.8031
## 855 8.296344 198.19705 17468.9998 8.2629040 369.5907 294.3251
## 856 5.455599 152.38673 37620.2485 5.7835798 333.0735 343.4176
## 857 7.918183 224.15200 20012.1730 9.0087261 302.3936 421.8901
## 858 5.018046 194.66817 27317.0994 6.1554837 333.0735 313.4780
## 859 6.495435 252.01090 32775.6326 8.4793020 333.0735 330.0451
## 860 7.036752 203.05024 28184.9005 7.0766336 344.5242 445.7008
## 861 8.783168 218.03284 16183.5866 7.3904741 334.0539 389.0216
## 862 7.036752 184.75070 28499.1073 6.5500311 330.7195 381.5016
## 863 8.159667 215.64822 17068.2989 8.7696218 319.2532 459.5412
## 864 7.685397 230.33571 7324.7014 7.9913662 331.5125 492.8504
## 865 7.762021 173.63674 15548.4167 5.0186711 330.3910 520.6408
## 866 7.207931 204.01035 18493.8722 5.5578638 311.5682 437.5120
## 867 6.987042 169.72712 19472.6243 5.0176981 366.0189 425.6710
## 868 4.692197 221.54777 24211.6308 9.3632498 307.7140 406.5517
## 869 7.036752 219.72571 9840.7828 8.5136546 309.8387 396.8057
## 870 4.059431 200.38308 25770.0067 8.3421298 333.0735 414.1578
## 871 8.389946 213.66568 17674.7062 8.3488148 333.0735 471.3699
## 872 10.258615 220.45108 10571.7704 6.5214223 295.9761 414.2561
## 873 6.791697 175.89435 21467.9509 7.1012238 349.4922 427.2397
## 874 9.953952 232.94900 3773.2811 9.9798496 333.0735 339.8830
## 875 7.036752 218.98641 9836.4018 7.0646725 328.7243 386.3452
## 876 4.489784 188.25194 14906.0479 8.4860302 374.2269 518.5853
## 877 8.020869 175.87368 21759.3639 7.4872781 352.9831 428.6610
## 878 5.090035 174.26636 34094.0572 6.7419094 376.6636 526.3611
## 879 6.466875 214.33727 14848.1295 7.0549380 304.5732 304.9564
## 880 6.702496 208.55378 29057.2276 7.0294911 302.7450 361.9478
## 881 5.766204 179.57265 27700.1220 6.1989372 333.0735 536.2687
## 882 6.571099 207.74103 23372.8826 6.2801952 313.8470 497.9023
## 883 8.509220 200.30435 10587.3049 6.3925451 307.3990 585.2226
## 884 5.953982 186.45708 32241.0796 8.4396807 347.7132 416.0910
## 885 5.403196 185.64352 27509.8934 8.2575872 333.0735 587.3787
## 886 5.596930 162.72467 23930.3746 7.4565565 333.0735 535.3396
## 887 10.258615 198.37801 12958.7485 7.1354966 322.6232 522.0279
## 888 4.916819 162.45678 22829.1232 4.0244557 360.5904 541.7723
## 889 7.183096 200.36816 13501.6780 7.9820967 358.3318 617.5409
## 890 5.923441 167.65860 25951.5540 6.2961032 350.3820 471.8575
## 891 7.377037 175.00828 15340.9518 6.1448450 371.0105 579.4618
## 892 7.833496 220.95743 28338.9815 9.3708484 316.2744 462.1424
## 893 4.745764 186.30314 33153.8130 8.8404735 370.1679 296.9641
## 894 9.055826 196.47590 20226.2879 5.8385943 298.8036 342.3594
## 895 5.492156 176.27140 26422.0979 8.0729336 366.6448 500.9388
## 896 4.487517 199.05140 36860.4689 9.7515608 338.0494 390.5669
## 897 7.027186 185.32070 30988.9730 8.6004772 327.4627 326.2691
## 898 10.200645 182.08060 8016.2029 5.5675006 337.7816 291.6003
## 899 6.784279 140.36671 17569.5798 4.0849324 333.0735 374.1818
## 900 8.080415 166.89170 18136.1289 6.8675530 333.0735 600.9372
## 901 7.036752 191.34826 14017.3721 6.4907003 345.5605 423.9784
## 902 7.344976 182.30694 5689.8044 6.7643500 373.8728 360.1845
## 903 5.923740 200.56121 33306.0125 7.4300374 333.0735 399.9483
## 904 8.285395 196.55207 19096.8224 7.3578573 342.9369 388.9412
## 905 5.949519 160.44263 16898.8083 6.0459064 367.3285 451.0128
## 906 7.036752 192.20217 34160.9251 8.9631555 363.4728 474.7817
## 907 7.036752 215.99712 35971.0251 10.0305082 330.8589 558.1085
## 908 5.296579 220.08083 39537.0865 9.2327661 322.4336 393.3886
## 909 10.258615 198.54636 8108.2973 5.5484071 332.0179 568.0790
## 910 7.016836 167.36219 18014.9957 5.9030582 362.5234 471.4844
## 911 6.871607 197.51709 19557.9937 8.3113487 355.0873 379.5077
## 912 7.036752 214.17233 8985.9118 7.2979727 333.0735 498.8039
## 913 8.274069 195.80333 18091.2026 7.4221044 365.4072 369.1983
## 914 8.238879 198.21341 11451.3122 5.3089896 309.3294 401.0638
## 915 5.791154 190.43168 20288.2356 6.2983658 347.0410 544.8575
## 916 6.153369 237.13983 22052.0346 8.0904940 306.2392 485.0985
## 917 7.303052 196.95288 22053.0103 5.3926928 305.2216 451.6059
## 918 7.592672 177.08084 14912.2255 6.0411437 349.2406 355.2844
## 919 6.784116 189.60835 12736.8650 5.9357718 333.0735 480.3086
## 920 5.606856 211.51310 32423.4627 6.8129433 333.0735 446.3864
## 921 7.036752 223.44311 36290.7461 9.3800133 333.4452 373.9202
## 922 4.922045 197.28721 38494.7202 9.1449533 383.2391 357.4707
## 923 5.700785 185.92225 27365.1064 7.5631005 333.0735 359.5066
## 924 7.036752 215.57846 25338.6193 5.7871909 267.1580 429.3503
## 925 10.258615 168.69577 7066.3769 4.8660924 333.0735 327.6586
## 926 7.602121 199.35317 11346.1434 6.9003796 304.9665 210.3192
## 927 8.846282 188.41500 17734.9496 6.0578676 317.1505 419.3956
## 928 6.751699 203.40045 26325.8177 8.3654700 341.8956 381.4404
## 929 7.036752 148.10313 13597.8960 5.7331479 374.0183 357.7111
## 930 7.036752 202.07986 12519.0907 7.6275238 333.0735 399.8834
## 931 5.088213 159.96261 39125.2092 6.0556225 375.6192 400.1553
## 932 6.954907 159.76640 21895.2857 4.4939001 337.2672 482.5983
## 933 8.983812 204.64852 15158.7218 8.6458819 333.0735 416.8992
## 934 9.519660 204.08095 17258.1884 6.1540726 310.7163 395.6985
## 935 4.700393 195.35281 35216.5343 7.9190832 335.2794 539.4646
## 936 10.258615 200.89119 17982.3873 5.8455016 338.9993 336.2797
## 937 5.746529 183.47179 35633.2685 6.0663864 327.5578 354.1744
## 938 7.036752 192.97038 11125.4435 4.9549232 324.7582 332.9563
## 939 7.036752 248.95466 25253.0791 8.9217332 296.8210 482.8469
## 940 10.258615 209.10305 11848.2283 10.1410601 349.9232 393.1864
## 941 8.966836 228.69135 16764.8548 7.1378714 320.5560 456.4265
## 942 7.036752 212.44997 5699.5049 6.6478399 333.0525 269.3446
## 943 6.848805 204.81271 20555.5596 9.7750041 387.6864 389.6382
## 944 8.861702 200.61230 15247.1280 6.0502253 313.1271 521.7741
## 945 4.252985 149.93865 20497.8222 3.2711440 302.8198 427.1138
## 946 6.729830 229.40778 23114.0318 9.7333561 321.1605 521.8355
## 947 5.924540 186.62007 44376.1874 6.6141805 341.6378 273.4468
## 948 6.783888 193.65358 13677.1064 5.1714536 323.7287 477.8547
## 949 7.390897 219.33598 25574.0917 8.7604344 333.0735 553.0577
## 950 6.470152 176.73638 30594.2807 4.3931382 324.6592 524.9098
## 951 6.930391 190.18939 25780.0591 6.2593529 331.0303 481.7376
## 952 9.302441 236.58079 5230.6304 8.3004022 333.0735 367.8976
## 953 7.421998 220.38531 15772.6532 9.1576153 319.9129 463.2969
## 954 6.583065 163.36160 17977.6939 6.5420880 333.0735 383.1245
## 955 6.204429 211.64096 35439.6878 6.2368362 314.1313 552.4628
## 956 9.066628 203.38412 22710.4584 5.9628369 321.5859 496.1615
## 957 4.713117 209.34205 20070.5678 6.5911089 301.9655 354.1702
## 958 10.258615 213.77644 11298.4501 7.6688974 300.1846 497.1691
## 959 7.574261 227.98466 8672.5278 7.3353619 333.0735 433.6795
## 960 6.138785 158.42213 20129.9788 6.8121429 352.2300 373.8436
## 961 5.276324 186.38259 42063.8744 6.8629881 319.8380 312.0025
## 962 6.776879 189.43881 19663.7913 8.3864035 375.4573 420.3574
## 963 7.239416 211.87283 13911.8266 8.2040710 345.0440 494.4169
## 964 6.552279 190.54768 15362.4524 6.9285974 356.3180 353.0637
## 965 8.408766 210.79541 27662.3971 6.6342101 291.6877 555.5810
## 966 7.986399 202.09394 20447.4901 5.6895185 333.0735 477.6688
## 967 7.366915 185.04360 14151.7601 5.5843692 324.5705 336.9569
## 968 6.062738 224.84118 25842.5813 9.4633907 333.0735 385.3916
## 969 7.856471 204.78343 5619.1356 5.8167032 343.5454 432.0431
## 970 5.158396 189.29579 35086.3970 6.7361180 340.8718 331.5867
## 971 7.036752 197.57074 17439.4441 6.2264913 333.0735 406.0148
## 972 6.399081 230.02793 23037.0768 10.5178485 316.0726 452.9745
## 973 7.394256 207.96304 29917.8202 7.8162944 333.0735 392.4967
## 974 4.443851 240.16790 24070.2637 9.7684065 338.0524 533.9686
## 975 8.247148 175.91183 9913.9633 4.9745061 324.4333 302.2005
## 976 4.902159 214.64376 28278.7893 9.9156472 337.1376 375.0364
## 977 6.863136 194.58666 23610.5176 8.1934160 346.7681 439.2296
## 978 6.669532 190.75116 16246.1732 6.3729751 324.3419 383.2458
## 979 7.595670 207.11547 13486.1422 6.1926627 328.2096 452.4457
## 980 8.163076 183.16185 20335.6765 6.0285594 333.0845 475.2965
## 981 8.870278 193.36995 16854.1295 5.1801056 318.3546 355.4709
## 982 8.769676 215.36874 13969.4389 7.5485434 322.7991 369.0167
## 983 4.737391 215.52951 30684.2116 8.7819046 333.0735 313.5135
## 984 7.790875 196.47871 24061.3496 6.7856852 350.1173 471.5185
## 985 7.036752 238.40960 26493.0762 8.6699441 311.5537 369.2839
## 986 6.087306 214.55609 11628.3367 7.2319267 333.0735 344.0720
## 987 7.651294 200.71705 11699.1336 6.6482728 349.2554 420.8284
## 988 4.771491 200.37408 48002.0846 9.1652391 340.3102 310.9278
## 989 7.036752 190.63064 26913.3735 4.6491664 302.4175 509.2849
## 990 5.392058 198.01717 19900.4078 7.8432256 348.9519 419.8140
## 991 5.477283 165.43609 29046.0835 5.5230108 370.8931 488.7746
## 992 6.364156 193.50690 22958.0100 6.6746351 333.0735 432.1944
## 993 7.036752 226.76565 39942.9539 8.5947145 333.0735 538.6218
## 994 8.347949 231.20310 13533.2300 7.6236036 313.6711 527.3809
## 995 6.615982 194.98064 20919.0514 6.1363698 333.0735 383.1221
## 996 8.312380 203.74455 8727.2473 7.4563023 333.0735 543.3930
## 997 6.836225 166.74296 24293.1727 6.8612352 332.8816 390.8050
## 998 6.385471 231.48846 26756.9180 8.7743567 333.0735 422.0677
## 999 6.490037 205.54152 19397.3239 7.8942448 368.5611 479.7862
## 1000 7.036752 236.35697 24873.6228 9.4106580 300.6884 479.0560
## 1001 6.648849 181.68812 30733.5038 5.9612722 343.9252 257.7042
## 1002 7.036752 210.97975 21174.4085 7.6188846 333.0735 572.7434
## 1003 9.323584 212.71067 15751.1753 5.5010701 296.8485 399.7737
## 1004 4.581969 186.09792 33897.0682 6.3584023 316.5528 406.3824
## 1005 7.884842 229.24266 21733.8280 7.9030815 315.1900 368.7709
## 1006 6.168839 238.30105 24827.5166 7.7200110 269.4902 482.6733
## 1007 7.230845 177.57480 17864.6894 5.8182290 343.5933 367.6900
## 1008 7.036752 235.00460 3900.9139 6.9387295 286.7651 553.4940
## 1009 8.693104 184.77281 13283.7781 6.5218147 348.5548 560.9659
## 1010 7.036752 194.80609 32981.2395 9.5547853 333.0735 286.7944
## 1011 4.797460 190.31513 21280.2466 6.1885029 326.7942 357.4362
## 1012 9.319176 199.33357 14294.2404 7.7849404 366.0518 338.4414
## 1013 7.581688 180.74914 11989.2462 4.9773066 328.1770 617.8835
## 1014 5.348214 232.66851 11797.9209 7.8162849 312.9868 371.9106
## 1015 5.487876 179.20698 20162.0186 5.2114303 305.2641 510.6094
## 1016 7.036752 206.57784 40710.5244 8.8136661 320.4493 468.0517
## 1017 8.315959 221.27022 16123.3044 9.4758011 348.1773 501.6740
## 1018 8.551078 216.41593 28909.2903 6.9367823 295.2237 510.8950
## 1019 6.013161 218.84326 21573.7476 9.2958520 321.1683 444.2766
## 1020 5.744068 173.85088 28391.9982 7.0173303 355.4616 336.0618
## 1021 5.218990 164.79099 27007.8869 6.5925170 333.0735 422.2238
## 1022 7.036752 240.42979 25959.6139 10.5715963 333.0735 446.7430
## 1023 7.458708 207.78657 10513.2968 8.9206329 333.0735 442.3681
## 1024 10.258615 228.32280 13124.1056 7.5166432 319.3540 376.2319
## 1025 6.729580 242.16415 17975.5532 9.8086512 322.2351 440.8594
## 1026 4.150214 174.92674 41489.6398 5.5698687 333.0735 425.2500
## 1027 7.159398 171.81611 28954.8010 5.8170903 357.3288 530.5264
## 1028 7.036752 235.41746 13927.0025 8.5514468 333.0735 446.4224
## 1029 6.209697 169.31850 22610.7687 4.8754139 327.3799 549.2767
## 1030 7.036752 178.77772 10490.8390 7.5330420 354.0576 367.7587
## 1031 9.608534 231.34023 4544.8417 6.5778340 300.9223 328.9045
## 1032 5.375896 153.71287 56867.8592 7.8940862 333.0735 493.8885
## 1033 8.697122 166.45277 27752.0002 5.3509235 372.2641 393.5558
## 1034 7.748929 198.84309 18939.9366 7.3758831 316.8202 368.4029
## 1035 7.117918 216.11632 20067.5728 9.6056508 349.0849 331.9717
## 1036 8.310029 212.69828 40936.1534 7.7033747 301.2544 365.4312
## 1037 5.524297 157.14242 26220.1742 6.3445853 379.7884 475.3423
## 1038 10.201426 190.79908 8918.8926 4.8998748 306.4954 331.3790
## 1039 5.368126 190.93798 32619.3130 8.0988388 351.3581 435.6665
## 1040 8.937802 147.91689 10562.4605 3.6942750 371.1763 480.3202
## 1041 8.124208 207.50952 26489.1147 8.5408374 318.0596 431.6257
## 1042 7.184973 201.07922 25234.4280 5.2166845 283.7446 384.0116
## 1043 5.499489 230.30877 13902.9687 9.6195750 352.0843 442.1670
## 1044 7.036752 256.67347 8904.7998 9.7113798 293.1111 324.9978
## 1045 5.319769 204.20207 22390.7956 8.0535589 315.0275 399.1190
## 1046 6.369112 235.34094 34456.8011 9.1709400 295.3505 357.4173
## 1047 6.733494 197.56266 27430.4417 6.0350869 303.9377 397.6850
## 1048 6.883015 210.50222 14298.4105 7.2436830 316.7539 570.4243
## 1049 8.013516 225.15645 20375.6683 7.8373976 308.5948 382.0142
## 1050 8.272055 204.22533 24196.5227 8.4484052 332.8904 500.6849
## 1051 8.746986 148.39372 22174.7811 5.4591718 369.3699 407.3808
## 1052 8.154841 202.31733 25620.7714 7.6516684 367.2243 597.8701
## 1053 9.045721 222.18417 22829.1108 7.6098331 293.0625 558.7479
## 1054 8.922410 207.52073 13291.9226 8.5605371 357.9443 468.5383
## 1055 5.961302 182.10899 23926.0788 6.1887903 364.9755 567.5262
## 1056 7.036752 205.43898 20113.8976 7.2483742 317.2802 558.9539
## 1057 8.184410 166.63655 17944.8524 4.0389550 331.9542 363.2358
## 1058 7.636454 238.93607 18136.2616 11.0865263 351.5588 514.9641
## 1059 7.775386 193.07717 15704.4821 7.8811972 324.3362 301.7535
## 1060 7.617149 196.60694 27080.2687 7.3827549 345.1799 329.0166
## 1061 6.664935 218.77001 16477.3508 7.3250008 299.8465 412.3086
## 1062 7.036752 182.16188 30646.8153 6.3251617 294.9661 404.1202
## 1063 8.815358 208.33108 26780.6918 7.2239619 329.1197 430.4069
## 1064 7.765636 173.18557 13736.3420 6.9841019 359.8137 355.9980
## 1065 6.225152 169.74117 29533.6088 5.5749171 333.0735 380.1148
## 1066 7.036752 223.72043 15893.6744 8.2891918 303.8507 360.4685
## 1067 8.567044 160.21787 23683.1102 4.2869304 360.2863 490.5125
## 1068 6.994195 216.66532 23027.3853 9.7963299 382.1530 369.4681
## 1069 3.889107 156.47993 55334.7028 8.5301016 371.1478 485.6311
## 1070 7.036752 198.65498 20063.4903 9.5399839 344.6185 412.9792
## 1071 7.036752 192.25416 21762.6142 7.2596382 331.6497 397.2628
## 1072 7.774468 216.75287 22316.3983 7.9475341 385.0434 288.0686
## 1073 7.036752 172.73143 28894.4770 4.2509168 267.1580 559.6293
## 1074 7.203439 168.44536 22826.4847 6.2832497 271.8920 437.3709
## 1075 6.150488 240.88842 6342.5028 9.6098958 400.3224 354.3925
## 1076 7.036752 225.95909 9660.6583 8.8276545 397.9242 315.7509
## 1077 6.767524 203.75106 21162.7267 5.2327497 267.1580 334.9054
## 1078 8.037430 148.41531 48410.4710 4.7558797 268.2119 392.9012
## 1079 8.177175 210.44877 18626.1493 7.2716724 333.0735 455.9275
## 1080 6.744799 204.08432 20215.6975 6.1252516 304.5279 544.3393
## 1081 7.603775 214.68278 11459.6224 10.9999952 398.9209 321.0691
## 1082 8.546146 177.84624 23349.4854 7.6520732 352.8171 413.3216
## 1083 5.432512 231.35158 14970.6472 9.1807032 400.3224 448.8647
## 1084 7.714089 194.73828 27336.9626 7.6313571 322.0730 347.8292
## 1085 8.154532 168.09894 21361.1970 6.1988440 333.0735 419.1733
## 1086 7.036752 190.21917 23094.8724 6.4819857 298.3562 414.8891
## 1087 7.845880 193.78500 13769.8602 9.0071612 343.6208 510.3056
## 1088 7.156424 197.99354 27025.2070 6.7345273 359.7105 448.4572
## 1089 5.694694 240.71218 7998.6745 8.1242654 333.0735 477.0478
## 1090 6.707686 199.28537 17435.3402 6.8099451 333.0735 454.7324
## 1091 4.775222 231.99858 13978.1727 9.4221006 389.2196 526.0677
## 1092 7.036752 200.31524 19947.4345 7.3782359 337.2315 295.7571
## 1093 7.036752 205.12830 17537.9896 8.0258061 396.0919 318.5366
## 1094 8.501711 193.90891 21289.1796 7.1081903 333.0735 393.1767
## 1095 7.741245 218.23719 22824.6995 8.6964788 363.9927 521.0163
## 1096 4.187491 208.37419 21809.7098 5.8461120 327.4742 264.5081
## 1097 7.036752 142.14557 45141.6860 6.0306400 267.1580 369.2804
## 1098 7.808012 179.79992 17037.7254 6.3783645 348.0715 590.0605
## 1099 5.895949 187.15362 37118.2554 4.6007300 267.1580 531.1691
## 1100 7.269652 155.15752 31161.3684 3.1811833 267.1580 506.0101
## 1101 7.036752 213.04119 12036.6430 9.7947302 349.1714 284.0180
## 1102 9.489601 167.88763 40032.4140 8.3492068 333.0735 354.7907
## 1103 7.457980 183.46131 14733.4588 7.4752734 335.6680 482.6372
## 1104 7.992320 230.17957 17076.6638 9.5987423 333.0735 522.8881
## 1105 7.746343 212.27464 21670.5937 8.4581027 361.3813 457.0141
## 1106 8.275796 163.35596 22013.9649 5.7428289 307.6671 351.6313
## 1107 6.879959 163.59334 44586.8126 2.7417121 267.1580 554.0451
## 1108 6.799376 239.05768 7986.4932 10.3656799 400.3224 373.2321
## 1109 8.167768 144.90293 36185.6785 4.5455201 297.9602 605.4589
## 1110 7.036752 214.65733 19692.4644 5.9473896 326.1757 385.8278
## 1111 4.736405 203.27642 28698.7300 5.2713672 323.6837 508.8203
## 1112 5.953924 226.93506 11930.6248 9.6772689 333.0735 350.9687
## 1113 6.578998 198.40925 22389.3805 7.3175752 369.0971 408.1950
## 1114 8.775486 157.35429 22113.3914 7.9315027 304.8078 480.7152
## 1115 6.850302 167.98504 40588.4338 3.3723693 267.1580 300.4117
## 1116 8.757111 185.41937 31040.8845 8.5447637 333.0735 408.0958
## 1117 7.036752 213.00022 21687.4735 6.9010408 333.0735 383.7479
## 1118 7.036752 178.15486 34383.5976 6.4257700 311.5269 570.3788
## 1119 8.073279 191.81552 17106.4387 7.8987316 333.4776 432.8987
## 1120 5.078274 185.08838 18125.6384 4.1057663 275.0556 528.1563
## 1121 7.444914 203.06875 25489.0750 8.1757442 400.3224 405.4206
## 1122 9.434006 158.38784 20474.8208 5.8573331 285.3951 476.8420
## 1123 5.905907 223.14188 13464.4872 9.1251639 378.1083 337.8583
## 1124 5.803497 193.20099 19451.7676 4.1466011 267.1580 365.4776
## 1125 7.617152 182.68983 33744.1668 6.2259331 369.5530 327.2282
## 1126 9.008464 148.61400 35021.7741 5.5940065 333.0735 387.3998
## 1127 5.422446 205.26608 18542.9575 5.4919627 306.7022 382.0801
## 1128 9.778182 155.93744 23335.6742 7.6661087 333.0735 356.5430
## 1129 5.204939 232.88273 17818.3945 7.3002650 333.0735 404.0039
## 1130 4.872561 224.70511 16960.4346 7.0780149 323.0369 354.3906
## 1131 7.793915 164.95895 25506.9122 7.8680360 358.2592 398.4603
## 1132 7.036752 259.14493 2808.0258 10.0870624 392.8332 354.4053
## 1133 7.058183 187.94719 26608.9291 8.5563961 400.3224 462.3146
## 1134 7.890354 180.15810 32160.5339 7.7734841 360.2840 344.5506
## 1135 7.535700 221.79248 14829.7460 6.7011593 366.4122 583.4365
## 1136 7.202534 207.82812 11889.2506 8.0157432 333.0735 369.0443
## 1137 7.036752 188.61052 27716.3387 5.6065004 275.1822 520.5877
## 1138 8.722144 151.62113 28301.5170 3.6519613 267.1580 468.3675
## 1139 8.352635 134.75051 33662.3890 4.4397913 333.0735 397.1150
## 1140 6.284386 222.68879 18526.2617 8.9802706 395.2616 517.1505
## 1141 7.036752 195.55443 28415.1843 7.4897794 318.5153 494.4045
## 1142 9.305660 163.92603 39498.6593 6.9146853 325.8731 345.6569
## 1143 4.923179 208.40667 15990.1492 5.6481457 349.6552 404.4058
## 1144 6.143018 147.47197 34865.3246 3.6844627 285.4551 475.4453
## 1145 5.744504 208.07005 19457.6395 6.6939494 333.0735 362.0625
## 1146 6.616649 201.78085 17063.1721 8.3533736 360.6123 491.7241
## 1147 7.623500 170.42757 36267.2667 6.0407352 301.2191 404.5014
## 1148 7.860106 182.04199 34591.6781 6.1878572 287.2238 285.2287
## 1149 7.393110 205.99116 13215.7064 7.7403771 333.0735 537.1361
## 1150 7.036752 176.77995 24793.4557 6.3943424 312.3591 377.0663
## 1151 5.579517 223.61639 13289.2017 7.6986901 368.8970 375.2760
## 1152 4.303575 227.00709 7323.3023 7.4905084 326.6952 412.8964
## 1153 7.310716 185.81714 21989.7674 8.4375150 333.0735 425.5329
## 1154 6.417702 185.31218 33360.1707 5.5738488 374.7139 509.8197
## 1155 7.036752 181.30187 23614.7030 5.4549935 282.3116 510.9446
## 1156 10.258615 163.09511 38037.3531 7.6021970 350.0002 477.7234
## 1157 5.036454 190.16452 29258.7381 4.9910611 300.4759 332.3597
## 1158 7.036752 204.86050 24590.1259 7.7743608 333.0735 440.9368
## 1159 10.258615 167.42258 34535.5538 6.3548150 344.3093 491.5167
## 1160 8.418607 191.86709 29313.7834 5.6058637 306.3254 546.7910
## 1161 7.808641 200.71487 15694.5072 7.2195581 333.0735 519.8630
## 1162 7.557964 156.46187 32833.4312 3.3116073 267.1580 277.2342
## 1163 10.258615 169.40365 43533.6579 5.8884600 341.0296 336.4467
## 1164 5.728824 197.19184 12932.5904 5.6844922 280.9321 445.0696
## 1165 10.258615 185.08791 26453.0033 9.5487690 392.3463 455.7438
## 1166 3.889107 218.49086 16929.2902 6.1102953 333.0735 410.6942
## 1167 5.716251 184.22930 19393.4699 5.2991636 290.2765 502.9937
## 1168 7.036752 182.31726 30430.2117 6.1512173 350.4486 479.9571
## 1169 5.473603 218.51315 14608.3631 5.6213617 333.0735 472.7968
## 1170 7.036752 178.23366 37861.4400 3.9127141 333.0735 535.0864
## 1171 6.770927 181.81807 26880.2200 5.2158615 284.7455 475.5490
## 1172 6.043360 188.66233 24856.6071 4.3710249 295.8952 355.0075
## 1173 7.036752 212.48004 23572.1578 4.9767883 300.7270 449.9511
## 1174 6.320428 210.31004 11682.2293 6.9684226 311.7778 375.9646
## 1175 9.185418 165.64150 18073.9686 8.1083180 333.0735 534.6984
## 1176 8.684779 161.12420 40799.3603 5.3819936 305.5338 499.2754
## 1177 7.961721 224.31676 11551.2157 9.4920740 367.4660 451.8084
## 1178 5.484151 196.79125 19378.3591 5.0037306 295.5910 348.3990
## 1179 7.186931 177.48653 34510.7530 4.9844318 295.8342 477.9950
## 1180 5.470802 213.16048 18295.3709 6.0433954 333.0735 317.9485
## 1181 7.036752 195.01957 17382.4274 7.0368283 329.1277 383.7949
## 1182 9.792728 161.05788 30249.1708 5.2143151 267.1580 413.1555
## 1183 3.889107 238.94374 10102.4897 7.5321920 337.5344 509.1503
## 1184 7.064789 188.39173 20567.1459 7.4432432 360.3230 656.9241
## 1185 6.632032 201.66993 24161.2550 7.9645251 369.6216 346.8604
## 1186 5.913957 215.49788 13086.6439 7.7847499 334.6862 283.4014
## 1187 9.484703 122.90699 56351.3963 4.2197105 267.1580 480.8481
## 1188 8.447404 163.94990 19583.0573 6.4331839 334.6559 547.0238
## 1189 7.727421 227.84272 18767.9416 9.7169081 333.0735 328.8542
## 1190 6.859324 179.06881 27567.3757 5.8855575 267.1580 391.5997
## 1191 5.846787 212.16204 19417.7672 8.4420336 333.0735 393.9528
## 1192 6.300002 172.35028 40682.1440 4.2428289 302.6119 485.6725
## 1193 6.646470 251.83625 5516.8750 11.1431096 333.0735 339.2087
## 1194 7.313447 158.70747 23154.0623 4.1433294 276.5502 436.5173
## 1195 6.572656 192.64733 14598.9519 6.1646213 314.1401 343.8952
## 1196 6.002415 196.00294 16136.4333 5.6877549 301.9809 336.9142
## 1197 7.036752 212.90913 14101.8693 9.1124846 388.7878 337.1911
## 1198 5.936057 222.92231 18061.6976 9.9827235 400.3224 323.4992
## 1199 7.591090 195.66580 17444.6714 5.3070709 333.0735 517.2033
## 1200 6.875746 192.02366 25422.3386 7.5713599 333.0735 501.6060
## 1201 8.016279 211.02930 14034.4858 9.7969995 389.3388 491.0791
## 1202 8.783597 199.93028 19471.4654 7.4154055 319.7370 324.9370
## 1203 6.911698 179.21367 25612.1489 7.2247102 318.9879 298.5505
## 1204 8.719240 181.01310 17430.9197 7.4212099 333.0735 289.2027
## 1205 5.974583 197.10272 22543.2563 5.6626572 338.3575 410.8041
## 1206 4.429379 256.21257 8746.9017 9.0103322 333.0735 432.1079
## 1207 7.036752 134.67926 30211.8330 4.7923610 267.1580 391.8210
## 1208 7.036752 221.67546 10117.0844 8.0265863 356.2116 508.2628
## 1209 8.215124 155.76287 30579.3711 3.3089773 333.0735 344.9506
## 1210 7.828740 176.72751 33337.1096 5.4387764 286.9926 290.1186
## 1211 7.949965 186.78915 15171.0123 7.8332750 333.0735 406.6127
## 1212 6.114332 178.44629 30606.2236 5.5680421 267.1580 472.2554
## 1213 7.036752 226.27082 15380.1241 6.6614739 333.0735 392.5582
## 1214 7.139428 179.23498 19862.8113 8.1119581 337.9471 364.5232
## 1215 7.036752 223.51198 20134.3983 7.9777301 359.2257 477.3427
## 1216 7.968526 156.45115 27008.0119 4.7165765 333.0735 455.8404
## 1217 6.635894 194.04978 20339.0169 6.0328639 307.9549 412.5830
## 1218 6.394548 193.04756 31620.1908 7.0650837 333.0735 515.8064
## 1219 6.280978 205.12312 25972.8037 8.4178957 383.6715 456.5439
## 1220 7.992027 174.55801 34585.0896 6.5873023 333.0735 543.9491
## 1221 5.068796 211.68950 22781.3645 5.3301231 317.1039 483.4420
## 1222 7.036752 164.90907 32768.2280 6.3096852 285.5610 527.1987
## 1223 8.151249 205.84730 15661.9403 7.0094371 335.6228 555.5903
## 1224 7.582942 185.04599 23072.7807 5.8922727 297.5058 518.0485
## 1225 5.344117 198.37914 13492.8408 6.5592651 328.6488 591.3634
## 1226 7.871961 219.62266 12760.4371 8.0766130 360.0867 350.8269
## 1227 5.327024 233.14059 13580.6185 7.3624109 356.4203 438.5535
## 1228 10.258615 185.16581 32150.9794 8.9339661 333.0735 566.3794
## 1229 7.036752 186.17484 18085.1588 4.9512770 298.3997 347.9867
## 1230 7.471027 177.23364 15736.5810 6.8783543 277.1099 401.6182
## 1231 7.943882 211.81655 32071.1794 7.7692148 290.3374 353.3365
## 1232 3.889107 151.78291 30204.5467 6.0530719 303.7024 377.1983
## 1233 9.135694 194.81562 9496.9104 6.1859251 345.7142 562.7715
## 1234 5.214009 192.64885 34184.3084 5.7833574 282.9699 380.4284
## 1235 8.649535 175.42667 9898.0222 6.0484038 336.4776 410.6251
## 1236 7.756679 186.68646 22440.4010 7.4626133 342.9994 320.9310
## 1237 7.104295 177.57174 12691.5160 7.1709770 333.0735 447.0323
## 1238 5.363363 179.91138 27045.9300 6.5208547 311.4674 408.9225
## 1239 6.582500 200.73311 23720.4817 8.5658316 353.0081 458.3627
## 1240 6.810467 209.73556 32602.3401 7.4227810 341.1743 340.0301
## 1241 7.036752 191.53163 12885.5169 6.9799546 328.6002 596.7510
## 1242 5.574117 193.15808 17546.4033 9.2199732 366.1974 538.5325
## 1243 8.555283 216.65536 18337.4609 8.2906882 311.3258 390.9431
## 1244 4.483403 172.38388 13122.2234 5.2767309 291.1991 413.5450
## 1245 3.889107 157.85264 20384.7731 4.6670817 300.0487 432.4318
## 1246 7.138374 184.74523 22575.1886 6.9077145 333.0735 504.8657
## 1247 7.036752 171.59224 14784.7557 7.4045825 351.8755 366.6695
## 1248 7.912361 211.37644 34808.4428 8.9133643 333.0735 594.8993
## 1249 7.036752 193.11679 17388.9826 7.7021354 382.0607 468.9393
## 1250 9.128358 184.68210 10418.1083 6.8502004 388.0687 371.4823
## 1251 5.271971 193.16951 22005.4365 6.1839500 267.8256 351.4803
## 1252 6.465094 241.26814 43958.6781 7.4201549 306.0204 544.6006
## 1253 8.245187 199.30577 13909.4791 9.3696418 400.3224 423.7368
## 1254 7.036752 196.43201 18128.9083 8.0080769 323.5521 313.3619
## 1255 6.704792 176.89603 28140.7681 6.9421068 333.0735 455.9726
## 1256 6.430255 207.57940 26855.1056 7.0879100 304.1734 418.4195
## 1257 7.482791 186.09343 19621.3251 8.1718655 369.1909 475.2115
## 1258 5.504452 164.50098 11950.2350 6.8009577 302.1905 537.5396
## 1259 7.521921 198.35463 20139.4303 7.1776550 333.0735 603.0550
## 1260 7.036752 164.09474 9344.6533 5.9593092 349.0194 367.3898
## 1261 8.522568 208.13300 16446.3281 6.7297755 372.5038 346.3746
## 1262 5.694476 193.43213 18742.9252 6.5566684 327.0024 448.7542
## 1263 6.934504 176.96943 15323.4088 5.6668704 369.3418 435.9484
## 1264 6.115180 226.08443 24699.5239 6.7075232 298.3293 429.7067
## 1265 8.575673 197.56028 15888.6252 4.8654629 311.5574 464.7256
## 1266 5.689143 181.58457 17589.2690 7.2384703 350.7821 345.5364
## 1267 7.036752 199.06467 39927.7370 5.4540510 267.1580 257.9632
## 1268 7.226127 213.32062 23129.7481 6.1936239 304.5628 624.2299
## 1269 7.197796 168.64098 12763.2679 6.8975941 333.0735 566.2507
## 1270 3.889107 190.99287 26895.2580 5.6295359 333.0735 660.2549
## 1271 5.896339 178.67809 17420.0871 5.2921624 333.0735 473.6867
## 1272 7.036752 247.45330 43846.0253 7.8657808 324.2438 334.1661
## 1273 8.326350 213.87486 35477.7666 8.3641310 346.7870 569.1033
## 1274 6.891562 198.54464 26240.4930 5.1538695 333.0735 436.9271
## 1275 5.548125 217.01826 34006.7688 6.6474252 331.4029 430.2697
## 1276 7.036752 175.58815 17092.2258 7.3384168 323.1541 491.7281
## 1277 5.386638 206.89681 20416.6510 7.3127519 356.3843 525.1235
## 1278 7.262535 212.52131 38713.1127 5.8378072 267.1580 332.4252
## 1279 6.257086 180.40621 13826.2579 7.0751306 346.6275 422.6004
## 1280 7.025504 205.40053 21884.5385 7.2760649 304.7322 442.4055
## 1281 6.584839 196.13398 16609.9255 6.6739774 323.3724 304.7137
## 1282 6.565634 159.72936 19044.6801 6.6932138 283.5147 393.6252
## 1283 6.622103 196.89106 16010.5241 7.2560712 333.0735 264.2839
## 1284 7.217393 180.19422 13579.5546 5.9931264 317.9634 421.9635
## 1285 5.253907 191.98205 34793.8533 5.8174043 333.0735 395.7133
## 1286 8.131375 177.09531 13238.0703 6.6787406 333.0735 450.7183
## 1287 6.619775 150.71836 11388.5342 6.8075801 370.7535 431.4301
## 1288 7.036752 206.31834 18752.2697 8.2024530 344.5896 510.4879
## 1289 6.217255 205.64825 32911.9297 5.9460736 298.3905 414.7710
## 1290 5.019985 156.97082 19272.7045 6.1847097 331.5598 341.3572
## 1291 6.907380 210.27921 40290.2216 6.8747024 294.0152 340.7050
## 1292 6.313115 162.33641 20849.1907 7.0864689 333.0735 387.9577
## 1293 7.036752 179.32012 5075.2692 8.7377829 400.3224 392.3537
## 1294 7.293929 180.84312 15823.3394 7.7219774 333.0735 457.5204
## 1295 6.630364 186.76109 30939.0232 7.7034806 333.0735 330.8761
## 1296 8.015780 180.06038 12135.7249 6.2593761 310.0687 666.6906
## 1297 4.249890 168.57215 16073.6706 5.3608956 267.1580 449.0515
## 1298 4.265270 199.49945 25634.5333 5.9148844 267.1580 300.5479
## 1299 9.266841 203.25261 20478.7860 6.8387788 337.2996 508.2833
## 1300 9.619457 210.26125 18185.0505 7.9398886 333.0735 387.3302
## 1301 7.086877 192.38737 25524.8235 7.3540350 322.7400 548.9177
## 1302 3.889107 152.48008 16318.7336 5.9730978 313.0643 412.9155
## 1303 8.436759 242.48858 44896.9841 7.8630841 333.0735 575.9370
## 1304 10.258615 217.36801 11318.1406 8.4651604 375.8948 347.6531
## 1305 7.343032 198.53077 14037.0399 5.7883464 333.0735 479.2415
## 1306 4.616439 192.57401 14982.3055 6.0800291 333.0735 344.1463
## 1307 8.307463 229.94123 18452.6456 6.8951459 338.4837 464.9010
## 1308 4.909641 157.24046 10488.7709 6.9297932 333.0735 311.7458
## 1309 7.709106 178.81083 18610.1241 7.7344412 333.0735 462.2012
## 1310 7.036752 173.81671 26552.9744 6.2902793 293.1703 366.7187
## 1311 7.818275 179.21822 27558.5425 7.5044529 315.4475 359.0992
## 1312 8.207459 189.94216 17447.9947 6.7616823 333.0735 449.4126
## 1313 6.958534 187.74885 13457.2111 7.3635931 330.7504 350.6034
## 1314 7.036752 193.92618 14936.5040 7.2034014 309.4474 447.4501
## 1315 4.349440 157.51336 24352.0661 5.9677223 287.0451 432.6423
## 1316 6.629985 195.70038 21495.5376 6.5464635 363.6919 335.8047
## 1317 8.969697 195.74476 9049.6826 7.4670680 396.4536 378.5285
## 1318 6.771050 194.63512 15719.4936 6.7463438 339.0016 441.7304
## 1319 6.724639 223.17542 41552.0197 7.7446999 271.1571 463.8852
## 1320 7.036752 221.39197 27979.7362 6.5723902 349.6246 355.7820
## 1321 6.967271 218.79279 33933.7098 8.9771797 360.9969 438.8092
## 1322 7.036752 225.97214 32617.1246 7.3806640 267.1580 355.8793
## 1323 7.053117 240.85177 19500.3500 8.0511726 383.6679 377.1881
## 1324 7.755154 196.78278 19024.6887 6.9118676 392.8001 338.4306
## 1325 8.580009 174.50682 6493.5473 7.0407275 400.3224 403.5966
## 1326 6.901710 173.15392 10323.9578 7.4368076 376.8117 538.6208
## 1327 7.814250 203.38346 24470.2043 7.6314070 321.9746 516.6468
## 1328 5.918954 154.77352 9712.5607 5.3262719 333.0735 386.2181
## 1329 7.021295 225.35050 23109.8542 5.9072727 320.5360 459.8999
## 1330 7.036752 189.81468 19887.7698 8.1157679 400.3224 547.0268
## 1331 8.132737 206.78645 25838.1285 8.6848326 346.6118 472.2770
## 1332 6.057068 184.37323 14807.2685 5.7534051 384.8220 462.0062
## 1333 5.343075 211.66209 45166.9121 6.6518013 279.7675 485.9597
## 1334 7.036752 152.50768 11398.7311 8.7289731 400.3224 385.3358
## 1335 5.742533 182.94103 21293.8897 6.8264128 306.5431 435.2347
## 1336 6.584813 182.37546 24723.1063 6.2389197 333.0735 414.3508
## 1337 8.070477 198.86595 18266.6177 6.9023698 396.6195 376.7103
## 1338 6.652824 187.94641 19155.7276 5.9496220 345.3585 433.8752
## 1339 5.506062 164.49617 21543.7266 5.9839964 333.0735 453.8833
## 1340 7.036752 214.97244 36112.1346 7.0940659 333.0735 414.1016
## 1341 6.441766 174.78185 11306.2615 6.6857553 333.0735 544.3542
## 1342 7.036752 194.44532 41461.3170 6.9516656 267.1580 362.5004
## 1343 8.248703 201.33886 24912.8797 7.8776661 389.0888 415.6834
## 1344 3.889107 201.60328 48204.1722 6.3806836 267.1580 429.7464
## 1345 5.664846 186.64836 18678.9508 5.1538728 313.0835 335.5055
## 1346 8.999499 234.83548 20933.5128 7.9804508 365.0610 444.0770
## 1347 5.588537 171.33312 17732.2407 5.5886145 343.0416 466.4454
## 1348 6.265637 159.29019 18711.0647 6.8359682 314.2231 499.6046
## 1349 6.922042 201.41012 16515.8722 8.4630035 357.9352 336.0465
## 1350 8.072612 210.26978 16843.3639 8.7934586 359.5162 559.1676
## 1351 8.828094 196.56285 17699.6106 8.9403801 379.9143 486.8633
## 1352 8.647454 183.59737 12995.8854 6.1954491 382.3579 489.7628
## 1353 7.475537 215.42910 31359.3865 7.4984946 337.4624 477.2351
## 1354 10.258615 183.26226 4111.7854 7.4167727 398.9553 475.2554
## 1355 6.453065 178.99825 23129.4602 6.3545081 326.8532 371.8828
## 1356 8.192210 172.29276 13528.5494 7.3546851 377.4557 455.0153
## 1357 7.247701 210.27081 31561.9555 9.0809057 333.0735 558.5265
## 1358 7.893132 201.43325 20526.0497 5.6287757 299.0182 303.8788
## 1359 6.164450 203.01647 19231.6817 8.5512788 333.0735 371.1675
## 1360 7.937392 170.44533 6626.3764 5.1173642 372.6253 316.0225
## 1361 8.281121 227.65435 17995.4052 7.4932787 323.3800 459.8655
## 1362 4.906492 173.77916 14786.1389 5.8437568 267.5611 620.3468
## 1363 8.143483 182.43246 10673.5827 6.6078350 333.0735 427.5452
## 1364 5.117914 179.70168 26215.4011 5.5029035 303.2576 369.6186
## 1365 6.449070 163.44765 16906.3313 5.1522257 283.2173 397.5071
## 1366 5.613563 204.56937 16615.9081 5.6189491 316.0998 341.5237
## 1367 5.754213 241.60243 31871.2912 7.2993019 267.1580 495.9453
## 1368 6.906575 199.63812 15201.3399 5.1365988 333.0735 306.0240
## 1369 6.336267 228.45503 29342.7098 6.9634777 333.0735 398.1819
## 1370 8.121254 200.35370 25412.7097 6.5476500 314.0907 411.9870
## 1371 7.036752 194.16663 11275.8727 7.2665977 399.2821 427.8969
## 1372 8.935116 218.39405 23774.2583 6.4148516 324.8447 413.0048
## 1373 6.452781 190.32139 22034.9546 6.9146928 333.0735 353.8977
## 1374 8.458815 225.71236 15677.9707 6.4100431 314.3314 636.2578
## 1375 6.930083 210.42587 22802.0399 5.9453028 333.0735 473.7956
## 1376 6.255070 173.84023 25456.2750 6.2331404 333.0735 482.0198
## 1377 5.669819 203.45272 27244.6345 6.6049496 333.0735 361.2385
## 1378 7.945407 211.80008 15938.2864 6.6364541 385.6527 392.1661
## 1379 7.499844 210.98503 23707.4653 7.1485184 333.0735 484.8433
## 1380 4.695516 198.91049 24767.1671 7.8797500 353.4847 512.8419
## 1381 6.710634 203.64292 23748.1840 6.7266641 342.4414 455.9676
## 1382 9.502857 175.58567 4466.2575 6.4164587 370.8519 406.3099
## 1383 4.405327 169.74254 15039.7104 6.3081984 352.9177 424.2512
## 1384 6.810345 166.59243 18852.1230 7.8477117 333.0735 294.3839
## 1385 6.983133 181.11953 17503.3122 6.9316279 333.0735 181.4838
## 1386 6.968131 205.98258 19207.3118 7.2859977 283.4786 459.1767
## 1387 5.762552 184.84749 22159.0181 6.3022638 347.7752 449.4354
## 1388 8.397248 199.49581 16772.2262 8.1172176 343.4038 402.4649
## 1389 8.828327 189.97555 13527.9899 7.1459674 400.3224 338.5125
## 1390 9.395842 162.15770 9225.7709 8.2750349 333.0735 451.5246
## 1391 7.593177 201.06874 19214.1864 7.7101200 351.3861 451.2114
## 1392 5.149133 198.33244 16795.3187 6.7080678 326.9526 303.3336
## 1393 4.916741 191.46711 23425.3313 6.8575826 333.0735 316.4223
## 1394 7.036752 202.88699 24518.5743 7.2174084 360.1541 492.3521
## 1395 7.371290 180.73653 25672.3120 7.3774224 310.5675 298.0531
## 1396 8.278753 200.16222 29381.9364 7.2498787 333.0735 456.4707
## 1397 10.202972 211.96340 21708.9493 7.4918950 333.0735 395.1408
## 1398 4.562156 189.26142 23829.7929 7.8151247 325.1674 401.5517
## 1399 7.036752 205.95225 29743.8226 7.5186920 333.0735 430.2460
## 1400 5.202672 195.32969 23051.4419 6.9595672 267.1580 473.5485
## 1401 9.149734 230.56190 30468.6418 7.6676553 337.5580 539.6250
## 1402 7.615557 204.86997 8403.2846 6.0123155 400.3224 311.1790
## 1403 7.813068 183.69748 9812.1225 7.6076393 400.3224 539.6108
## 1404 7.721033 203.35479 35800.6993 7.6833994 312.9190 424.9670
## 1405 9.056245 197.66630 17403.5322 7.6889171 337.4602 414.7666
## 1406 8.082657 213.75518 21689.6343 8.7717841 325.0343 508.1165
## 1407 5.848667 210.44121 33095.3896 6.0958838 312.3758 482.4519
## 1408 8.470546 199.48972 26559.3804 7.9043813 351.7389 491.5197
## 1409 9.228582 180.94470 10345.3993 6.0569891 333.0735 397.0431
## 1410 8.170588 208.27918 12806.8323 5.4892587 322.9240 472.0283
## 1411 6.381977 211.91728 20709.2798 6.1711620 278.9493 525.0755
## 1412 6.989814 221.00024 20769.5196 8.3610187 307.5232 326.5864
## 1413 10.258615 200.00412 8644.8310 9.8235072 400.3224 473.8142
## 1414 7.036752 182.10057 17423.4080 6.8157187 333.0735 495.5131
## 1415 3.889107 213.70230 33431.6711 5.5423636 308.3806 465.6301
## 1416 7.388519 201.05771 13921.1462 7.7664947 333.0735 560.7747
## 1417 6.966835 158.04307 12256.6783 7.1056191 371.5174 382.4439
## 1418 6.703487 182.12951 24316.8751 7.0098058 341.3340 479.5375
## 1419 7.139671 183.42797 16916.4135 6.5394159 333.0735 363.7677
## 1420 6.648793 213.95999 16388.4053 7.6565062 357.7281 372.6870
## 1421 7.036752 182.05953 17869.4554 9.8329112 361.5377 359.4494
## 1422 7.940713 197.04997 10762.9386 7.5158146 384.7911 406.1168
## 1423 8.228564 182.19691 18132.0944 6.7120070 335.7805 569.9349
## 1424 8.665692 162.35969 3802.4117 6.2815530 333.0735 337.9728
## 1425 5.064042 214.52933 21035.1069 9.1348126 333.0735 471.1781
## 1426 7.894323 176.31930 11697.6070 8.1981057 376.7840 383.0191
## 1427 7.042794 194.04672 16733.1241 7.7019265 350.2440 504.9255
## 1428 8.305064 177.17439 8451.3191 5.8071217 335.8717 361.6914
## 1429 8.268308 168.68789 13181.6735 6.3832261 298.3071 294.2981
## 1430 7.036752 199.57053 25305.1029 5.9567922 329.1333 287.5961
## 1431 7.397562 217.93680 24502.1551 5.9190991 333.0735 426.0030
## 1432 6.367299 183.78949 11619.7097 6.0352213 343.8280 362.7754
## 1433 8.410626 185.18374 29985.2499 8.1780080 333.0735 489.9043
## 1434 7.098246 207.53538 22671.4798 6.2845821 295.5857 297.1065
## 1435 7.322502 196.10430 19534.4217 6.6611574 297.8414 418.0755
## 1436 5.198225 173.11982 11178.4035 5.8934584 343.2099 390.0656
## 1437 7.036752 213.47471 20626.5159 8.4420565 318.7388 337.8954
## 1438 7.036752 215.75022 36776.1375 6.6690566 294.1110 489.8859
## 1439 6.280905 178.70720 16950.0159 7.8661352 370.3263 388.5526
## 1440 6.823930 146.13060 13467.8798 6.4232244 289.5765 412.8405
## 1441 6.629994 209.15702 20487.9238 7.2789116 332.8776 524.8833
## 1442 10.258615 199.60936 11278.8297 7.4648931 400.3224 461.9793
## 1443 6.123194 181.31242 15135.1272 5.8240419 293.8407 391.6103
## 1444 7.036752 196.13931 10540.3423 6.4594597 359.1687 400.6796
## 1445 6.848033 165.81533 6068.4549 6.1321315 373.2068 442.7863
## 1446 7.036752 227.08269 45166.6394 8.0759675 279.7581 472.2459
## 1447 6.411526 197.68488 19505.2969 8.2623979 333.0735 436.0565
## 1448 5.122648 195.01889 17279.5137 7.0274413 336.4660 446.7122
## 1449 3.889107 185.34296 22690.2444 8.1509544 309.2177 398.3701
## 1450 10.258615 236.72505 14036.1637 9.0028850 333.0735 564.9028
## 1451 8.725393 213.61037 18862.6731 8.6701267 324.0271 396.2290
## 1452 10.258615 241.67180 18588.3033 8.7843782 333.0735 303.6881
## 1453 8.174028 192.39043 19808.5378 6.9558213 377.7002 503.5222
## 1454 8.034012 197.60939 25204.6741 6.5010969 330.5522 490.8215
## 1455 8.205542 188.27719 19902.8238 5.0027919 333.0735 331.3456
## 1456 7.893818 203.29662 16853.6763 7.3344282 339.7676 398.9895
## 1457 7.036752 218.40554 11370.6492 6.8668263 392.8419 284.5512
## 1458 5.488135 192.50798 21715.7744 5.4540634 333.0735 553.2872
## 1459 8.163074 162.23185 10494.5734 8.0874958 400.3224 487.3183
## 1460 6.867001 184.24850 14464.1156 6.7593522 371.2838 497.7038
## 1461 5.821707 220.12542 40009.7236 6.6318360 333.0735 493.1183
## 1462 7.451889 203.20029 15825.1826 6.7542425 333.0735 348.9529
## 1463 6.898315 228.80280 45939.6892 9.5640267 377.8135 392.3823
## 1464 7.544340 180.11973 17253.3367 5.7412538 333.0735 575.9222
## 1465 4.103868 168.28365 22207.4702 5.8500799 333.0735 344.8695
## 1466 5.329939 196.03462 24000.5231 5.7295749 335.0923 511.7052
## 1467 6.962994 206.81789 24036.5938 7.6914542 356.6326 552.2731
## 1468 6.846060 177.82913 16515.6704 6.1472099 308.9017 542.9971
## 1469 6.279842 175.89064 11582.5053 7.0599851 333.0735 430.3221
## 1470 6.739850 197.37448 34702.4178 5.8696847 267.1580 390.0466
## 1471 5.495035 184.43484 26744.3017 7.3565171 332.0303 459.6422
## 1472 7.583770 217.28326 36343.4071 8.5327258 375.9644 393.8777
## 1473 5.866703 159.43318 16298.0014 5.7847085 333.0735 525.2138
## 1474 6.394980 220.42239 21051.2569 8.7395051 348.0478 353.3654
## 1475 5.821262 204.04889 37174.0054 7.8678152 329.0196 466.7833
## 1476 5.514062 212.55507 27859.7483 6.6463556 286.4748 524.5480
## 1477 6.730884 192.43608 22296.0596 7.4505412 333.0735 326.3507
## 1478 5.198068 200.46444 37200.2421 7.4010994 311.7949 573.1355
## 1479 7.036752 191.01231 9626.8932 6.1793769 353.0559 271.3684
## 1480 7.362331 215.63726 28263.3106 6.4789485 333.0735 417.6082
## 1481 7.066142 207.36143 22523.4336 8.0646931 343.2939 503.2533
## 1482 5.420348 232.38683 25107.2086 6.5366798 333.0735 473.2681
## 1483 7.015333 222.11300 16351.2263 7.8388842 353.1898 420.1369
## 1484 7.036752 246.23976 6974.2251 9.8124684 400.3224 355.5325
## 1485 6.044672 150.67102 13593.6000 6.4562385 400.3224 392.2067
## 1486 6.198650 246.47696 31369.5416 6.2189485 333.0735 527.0008
## 1487 7.678945 178.20054 20243.0882 7.0994744 333.0735 363.9741
## 1488 8.062066 125.70533 35381.6708 4.7401107 333.0735 463.4616
## 1489 7.255799 200.16379 32595.1202 7.5724355 324.5515 489.2722
## 1490 7.036752 239.43995 15426.9151 8.7317512 392.3122 364.9565
## 1491 6.792407 306.62748 28508.2169 6.8114155 293.0783 306.1155
## 1492 7.368166 204.04145 8524.8746 9.4697635 400.3224 328.5653
## 1493 8.837787 195.82721 11610.2079 7.8700615 332.7590 514.9260
## 1494 7.108141 148.62461 23688.2052 7.0034877 339.1127 259.9638
## 1495 5.289618 194.05639 21776.1702 6.2782927 359.0997 353.7729
## 1496 7.169251 162.47823 39624.0872 5.4083540 300.6951 507.0270
## 1497 7.695049 153.80978 11598.6824 8.0536420 333.0735 297.6759
## 1498 8.693150 219.17830 16559.8773 8.8770106 355.3050 545.2287
## 1499 7.036752 184.78604 18113.0173 8.3190799 381.5132 530.2484
## 1500 6.999765 219.14337 16078.4594 7.6521351 355.6889 282.5023
## 1501 6.897923 173.39093 16616.5166 6.3529335 329.3398 337.4361
## 1502 6.382315 212.83851 24259.7517 7.3605045 333.0735 342.5814
## 1503 9.917092 196.60375 37215.2268 7.4080175 267.1580 522.5486
## 1504 5.609025 271.63082 26955.3302 6.7727534 296.6516 443.8726
## 1505 6.277463 225.94193 22807.3389 7.3892596 333.0735 328.6844
## 1506 7.036752 190.26737 15255.1153 7.5976876 366.1923 418.4767
## 1507 7.714313 191.69264 19789.6361 7.8565569 340.3263 377.9264
## 1508 6.351287 162.21335 22337.4484 6.8679636 379.6138 337.0773
## 1509 7.958871 184.82856 26845.6610 7.6737190 327.2391 389.2642
## 1510 6.618187 164.25456 13776.6218 5.9254623 333.0735 315.1994
## 1511 6.000723 161.00231 21111.6641 4.3391260 301.3072 384.7533
## 1512 6.392928 159.16893 21217.1586 5.2988773 317.2568 305.2436
## 1513 6.977268 223.27889 20287.3598 5.2747447 282.0857 377.0004
## 1514 6.353437 218.54936 18664.8443 6.6903937 312.3930 503.4149
## 1515 6.019940 140.86790 20666.4101 6.9035246 333.0735 428.6953
## 1516 7.330197 159.80372 14884.3400 9.1945748 400.3224 404.1959
## 1517 9.241339 157.92749 31598.5364 6.7780541 333.0735 464.0255
## 1518 6.593174 176.61283 21857.8389 4.7090443 333.0735 310.4360
## 1519 6.948265 225.23176 6874.5860 10.1169842 400.3224 386.5821
## 1520 7.036752 210.73285 13671.4160 8.5461870 400.3224 352.2523
## 1521 7.036752 214.72570 21093.2174 7.3664972 291.2833 539.0065
## 1522 5.938321 214.46957 10815.3994 7.7955427 333.0735 626.1287
## 1523 8.249551 230.93283 32898.7494 7.0199711 280.6750 364.9311
## 1524 6.903817 258.52684 35455.7096 4.8813766 267.1580 318.6226
## 1525 7.605675 210.37144 9583.7104 8.5094033 371.4717 325.6837
## 1526 6.589291 108.69908 34298.1529 4.9494098 317.6102 324.5903
## 1527 7.511817 174.61413 15736.8940 8.0342839 333.0735 303.1081
## 1528 7.301445 143.43135 46718.5560 4.7687808 267.1580 446.8397
## 1529 6.788292 182.03690 25661.3605 6.9398532 352.3449 419.8959
## 1530 7.036752 184.04099 23727.0941 4.9644489 277.6808 382.8477
## 1531 7.036752 194.76121 38119.1856 6.9981578 333.2892 436.9274
## 1532 6.692532 200.40435 37033.1521 4.7270723 280.8449 376.6728
## 1533 6.028101 262.80848 17150.1005 9.3783901 380.3014 514.5457
## 1534 6.715941 218.06238 17180.1882 8.9159709 393.2758 349.0031
## 1535 7.490787 202.45806 26551.3701 7.1207723 312.9340 306.3456
## 1536 7.036752 287.37021 41325.4436 5.5172797 333.0735 375.7245
## 1537 6.336589 106.38011 15570.1423 6.8514049 400.3224 380.4330
## 1538 7.381758 203.46030 1372.0910 11.1291537 400.3224 361.3425
## 1539 7.256015 196.64982 44184.2305 5.2655576 267.1580 324.2501
## 1540 7.025822 147.96806 21226.6656 7.3423806 387.4029 421.0999
## 1541 7.606880 183.84010 29339.9293 5.7036171 267.1580 426.9859
## 1542 6.983860 202.25628 11848.7697 7.6575341 333.0735 486.9705
## 1543 6.347020 97.28091 19743.1484 3.4026816 305.4312 502.9190
## 1544 7.322828 230.34290 24682.1246 7.4255805 323.8327 349.3132
## 1545 6.777506 207.05075 15228.9129 6.1824095 321.3994 523.2417
## 1546 8.370365 155.55357 27193.3174 5.7914525 333.0735 356.5199
## 1547 6.642756 168.89642 36505.5243 6.0625611 298.5525 474.0575
## 1548 6.217585 203.70722 15597.6409 7.7514612 361.2478 452.9220
## 1549 6.630122 192.52170 36269.7013 4.9738663 277.4993 320.4709
## 1550 8.051022 171.75175 28338.6640 6.3921207 319.0051 496.9063
## 1551 8.416087 208.32602 28234.9069 7.7841230 297.3305 444.5601
## 1552 7.036752 166.91399 24037.5105 7.1367126 349.8853 411.4785
## 1553 7.933068 204.72428 12732.8882 7.7171867 331.0872 449.6856
## 1554 7.917609 181.52539 15805.6501 7.2630180 333.0735 291.7961
## 1555 8.942046 215.67379 56488.6724 3.2314384 267.1580 541.9155
## 1556 7.033945 246.62287 15428.4509 7.5707686 305.6164 516.2178
## 1557 7.036752 158.20765 45243.0289 4.0648779 267.1580 399.7670
## 1558 7.580049 225.08855 31749.9244 5.8847951 333.0735 503.9087
## 1559 8.473249 129.24008 20465.5886 7.2129167 333.0735 590.9066
## 1560 6.816417 237.26950 24170.2749 8.7060124 349.7722 477.0240
## 1561 6.460034 215.44064 35775.7934 6.5025441 307.5635 365.0941
## 1562 6.227827 169.92622 22550.4923 4.9735927 297.4045 460.4154
## 1563 7.036752 190.56752 18589.0312 7.4703525 362.1470 471.4448
## 1564 7.036752 195.54097 4142.4990 9.8927034 400.3224 435.4182
## 1565 5.632732 283.99728 28315.4378 7.1446551 318.4651 425.9842
## 1566 6.191241 231.32280 29778.3579 4.3810967 267.1580 488.9542
## 1567 7.701033 121.57514 16978.9268 6.8124156 354.2503 368.2246
## 1568 7.036752 187.04328 24634.5524 9.0818805 333.0735 443.8434
## 1569 8.832641 199.42504 25100.1314 6.8176602 333.0735 453.7580
## 1570 5.646083 219.34293 22455.6950 8.2837577 386.0388 401.2563
## 1571 7.332104 185.41508 24412.5035 7.2538519 333.0735 310.2620
## 1572 7.896744 197.60208 9407.6640 9.6100559 400.2746 270.7941
## 1573 5.675295 228.59039 39172.3896 6.0147378 333.0735 330.0786
## 1574 6.010618 184.55858 15940.5733 8.1652220 400.3224 314.5298
## 1575 7.986018 180.79556 24712.9934 5.6878654 287.5709 434.9545
## 1576 7.036752 263.85768 16670.9960 7.7582370 333.0735 427.8115
## 1577 7.159614 167.82332 30897.9900 5.4849204 333.0735 437.3486
## 1578 7.565198 213.42827 11246.4266 8.2086778 377.2217 341.7165
## 1579 6.865569 231.44505 22585.7888 5.6763872 333.0735 496.6034
## 1580 5.736676 180.29091 12683.4833 7.9078767 400.3224 415.0066
## 1581 6.129070 198.02110 22207.4829 7.3874512 333.0735 464.8513
## 1582 5.991371 186.72263 28702.9524 5.9222929 338.0276 430.1852
## 1583 9.723377 190.89742 9076.6465 9.7520880 357.3847 443.0374
## 1584 7.736313 225.06310 19496.8486 7.1583429 289.9460 433.9740
## 1585 6.715799 193.16250 16006.9726 6.3691628 314.4524 316.2780
## 1586 7.966763 163.92724 13354.7065 7.4769692 333.0735 366.3795
## 1587 8.242559 155.61611 24042.1882 7.6392100 338.2939 418.2638
## 1588 6.539546 215.44520 28979.7676 7.0153653 312.3355 426.0835
## 1589 6.785384 216.64707 13098.8583 5.5655295 333.0735 343.9724
## 1590 7.007975 248.90471 26136.3136 7.7737360 335.0542 403.7543
## 1591 7.740384 179.30238 12477.7718 9.9896284 400.3224 471.7832
## 1592 7.918087 175.33724 29565.7111 7.4321795 333.0735 322.5334
## 1593 5.772770 186.06060 26693.7616 5.8085795 333.0734 312.8694
## 1594 7.571684 173.00834 8835.5559 9.5661054 400.3224 305.8345
## 1595 8.733525 203.39613 24578.4212 6.5941449 288.6785 336.8247
## 1596 6.917858 200.70551 27651.6091 6.5297745 321.6965 453.6375
## 1597 8.512781 157.66692 33092.6693 6.7654692 305.8556 377.6189
## 1598 6.539115 218.61970 23308.2969 7.1774453 355.4438 585.1664
## 1599 7.036752 228.75682 32161.8401 6.9612966 314.1433 309.6084
## 1600 8.227083 274.35189 40546.9563 7.1301611 267.1580 417.6737
## 1601 7.274198 156.11083 16255.9014 7.6545502 381.1805 591.8015
## 1602 7.118980 160.96260 32528.1156 5.0891276 292.2879 440.3179
## 1603 7.036752 163.40982 32865.5095 6.0667930 317.4675 279.6468
## 1604 5.941943 249.16357 14778.0329 6.3906794 335.7961 517.5468
## 1605 7.278911 135.25927 22184.5270 7.1565405 357.9098 480.1431
## 1606 7.445189 150.77572 4168.1970 10.5734029 400.3224 355.5785
## 1607 6.442496 183.07135 11592.4456 8.9607360 400.3224 385.0149
## 1608 7.036752 190.87747 39802.5149 5.2166832 288.2315 365.1482
## 1609 6.919726 194.85900 35558.7317 6.3719775 299.7867 394.8293
## 1610 6.472371 164.76890 24246.5036 7.6230123 373.2128 368.0795
## 1611 8.251218 167.38535 17617.8763 7.0444326 323.4000 277.4127
## 1612 7.036752 191.66518 18964.0923 8.1483585 318.9924 354.1018
## 1613 6.707108 211.08650 10794.7839 7.9671884 373.5719 406.1986
## 1614 7.240194 154.13758 31144.7031 4.8070693 267.1580 451.0158
## 1615 6.528491 184.42916 10835.2012 6.8263306 378.7757 430.4188
## 1616 7.031839 175.46586 12653.9441 7.8366060 333.0735 571.8221
## 1617 7.494391 205.19071 25058.1602 6.8816589 327.9494 313.0915
## 1618 6.957434 214.38014 15007.4215 6.9971600 328.8188 468.5551
## 1619 7.036752 179.40817 16589.8115 8.4058423 317.8375 327.6509
## 1620 6.962325 205.18302 35229.0770 5.0887105 267.1580 360.0590
## 1621 6.509622 197.75950 20122.1926 6.8627821 353.0120 472.7094
## 1622 8.069298 191.00411 16654.5094 8.0382127 350.5780 418.2001
## 1623 7.213375 213.76718 27377.6998 6.9153015 327.7174 457.5116
## 1624 6.790838 271.60121 14348.5729 9.9233155 368.8420 610.6296
## 1625 6.975209 175.42104 35701.1553 5.4942543 290.0528 401.0588
## 1626 7.422225 203.32331 40148.1237 5.6023135 267.1580 401.7755
## 1627 6.505066 226.41961 16982.1320 6.9384671 318.2457 484.0923
## 1628 6.617862 174.28057 33245.6306 7.0221870 326.1685 479.9205
## 1629 6.769769 178.33175 16980.2585 7.0516974 369.9063 299.4050
## 1630 6.341751 139.95947 18058.3203 8.3613374 400.3224 347.4644
## 1631 7.058866 191.54840 16473.0671 8.4357894 367.8532 462.9937
## 1632 7.539287 258.49008 26999.3821 7.0020925 267.1580 352.1959
## 1633 7.036752 163.16725 36525.5509 5.5129270 284.6243 522.6005
## 1634 7.490808 198.96651 6873.5599 8.5343288 333.0735 440.4712
## 1635 6.037428 227.03399 12988.7912 8.4769054 392.3805 306.3863
## 1636 7.036752 158.69521 8721.2319 8.1044975 400.3224 471.0735
## 1637 6.706695 232.92660 27881.5044 7.8814481 337.1110 443.2088
## 1638 7.036752 156.38812 26885.8349 4.8942814 291.9187 554.2214
## 1639 7.036752 186.36555 7557.0213 9.4542073 400.3224 288.3687
## 1640 6.758852 218.15348 22540.7752 7.1964351 304.6806 382.5027
## 1641 7.486781 151.20259 31130.2126 4.5840712 333.0735 351.5754
## 1642 6.904121 228.96042 10836.9698 7.7925933 362.2966 513.1888
## 1643 7.036752 155.26261 42617.3034 5.8294242 400.3224 456.1853
## 1644 7.348937 267.65522 15818.2613 10.5746815 333.0735 541.7551
## 1645 7.846058 224.05888 23264.1100 5.9223670 300.4026 387.9713
## 1646 7.036752 229.62062 19955.7105 7.6086533 285.4327 491.8806
## 1647 6.179810 248.83326 15391.5591 8.0142571 273.0869 487.6257
## 1648 6.755669 209.36207 13821.5562 7.5574149 334.6195 499.0709
## 1649 7.036752 213.65229 28266.7551 3.6321136 333.0735 483.7980
## 1650 7.266599 98.45293 36490.1430 7.1388139 400.3224 502.8831
## 1651 8.218171 116.06195 22465.6876 5.0004506 333.0735 408.3602
## 1652 6.980062 164.12718 17625.4664 6.4795578 372.7483 492.7034
## 1653 6.381979 235.94511 18982.9538 8.2865139 333.0735 511.4852
## 1654 6.648005 191.84180 15176.2907 5.6616626 333.0735 471.0471
## 1655 5.899937 205.91379 30379.3594 9.4461480 312.2832 512.3365
## 1656 7.260904 189.07796 21391.1625 6.5768662 356.6222 390.2853
## 1657 5.575921 223.37401 14553.1323 9.6891754 267.1580 252.9683
## 1658 5.467401 197.02893 12883.1635 9.2648831 347.4213 355.1757
## 1659 6.090016 216.73623 12558.8980 9.2972996 317.9832 409.4272
## 1660 8.205447 145.79732 17981.2548 6.5804602 359.3926 420.3942
## 1661 7.670506 123.33664 33843.6194 5.2163687 390.7458 462.9676
## 1662 6.791097 209.12816 20149.1797 5.8039999 288.3569 291.3042
## 1663 6.006769 226.87410 20279.7010 8.1664163 267.1580 275.9866
## 1664 7.036752 204.38479 32951.3164 5.9952768 324.5052 339.6419
## 1665 6.336343 214.07198 14619.6273 6.5844142 315.9968 370.7956
## 1666 7.473235 223.26494 19932.5852 5.7701068 317.7089 590.3251
## 1667 7.036752 214.19308 21671.2783 8.2729398 333.0735 473.4154
## 1668 7.380105 237.92264 16862.5435 7.1018169 306.1829 478.6545
## 1669 10.067633 144.61396 39716.1318 4.5033659 390.9103 415.0508
## 1670 5.915944 274.26362 6967.7356 10.0694345 267.1580 321.2368
## 1671 7.036752 171.69502 38971.0510 8.3655785 385.9537 397.4417
## 1672 6.124847 151.69136 15092.0176 6.6107879 382.3190 388.1375
## 1673 7.036752 137.25343 20593.9337 3.9611107 393.6846 520.4105
## 1674 7.876495 250.89662 15741.0816 8.0757381 333.0735 391.2588
## 1675 6.021051 178.22368 18966.3630 10.2135746 333.0735 400.5663
## 1676 7.036752 193.16761 20894.4005 7.3315684 359.4265 417.4248
## 1677 7.036752 166.69669 14807.4135 6.8018608 269.7076 536.3370
## 1678 6.585450 166.96596 30210.2504 9.5082987 340.2458 430.0786
## 1679 6.342671 157.04613 21079.6062 7.2750778 318.8534 351.0243
## 1680 6.632990 238.32475 12829.0928 7.3473606 331.3019 451.7344
## 1681 5.400700 197.91899 9968.9627 7.8789978 333.0735 503.8964
## 1682 7.460148 221.34321 25480.9184 6.9269432 333.0735 438.6196
## 1683 6.709822 148.25319 20922.1545 4.6335738 333.0735 400.3428
## 1684 8.054893 239.13978 28545.3554 5.0968938 333.0735 574.4028
## 1685 5.365192 238.29121 16262.9392 7.5079310 267.1580 393.5339
## 1686 6.920389 252.35280 11086.2599 9.9933757 285.7448 368.6291
## 1687 7.025457 184.48443 31659.9627 5.2320196 333.0735 559.0029
## 1688 7.974248 173.75078 26848.6298 6.0555337 337.9405 347.7481
## 1689 8.031055 222.62842 18134.8350 8.7545130 314.4716 452.9703
## 1690 7.614057 213.69117 17598.2003 8.1313194 333.0735 384.0873
## 1691 7.643578 209.86084 21885.5038 9.5292278 333.0735 337.6322
## 1692 7.731315 169.04968 38356.2265 6.0284543 297.3294 525.8794
## 1693 6.268403 154.68190 23050.3313 6.8329383 290.7032 421.2202
## 1694 7.369912 155.64481 19283.4021 5.4350247 399.9408 391.3242
## 1695 7.036752 241.18068 25696.3209 5.6945566 333.9020 386.2984
## 1696 6.320375 165.82155 20481.6421 7.6059583 354.2890 422.3410
## 1697 7.290089 205.21311 26115.6163 5.1378906 357.7941 402.8748
## 1698 6.356511 164.61819 17538.5412 8.3451924 345.1450 430.9595
## 1699 7.974065 160.22418 29477.7644 2.4560136 324.0556 371.2120
## 1700 4.943508 267.53303 11870.4248 8.8778686 333.0735 417.4125
## 1701 7.700362 220.57180 29432.2082 6.3562936 322.7503 444.9576
## 1702 6.054607 228.19803 10215.8124 5.9839742 306.7969 441.4985
## 1703 4.221421 120.56013 34370.1971 7.9608878 400.3224 436.7746
## 1704 8.545890 255.32487 31056.5788 3.6197790 333.0735 426.8834
## 1705 7.752176 182.06470 13655.6807 6.8172472 337.7538 328.2173
## 1706 5.588130 220.81752 8730.3124 8.3218968 300.2204 412.7086
## 1707 8.649869 178.58875 18503.7665 7.2408198 356.2631 329.5042
## 1708 7.899257 187.70065 32210.8163 4.9967631 320.5324 400.1498
## 1709 5.952268 136.89053 28105.9649 7.3309576 389.8097 423.9640
## 1710 8.040188 201.80922 11861.5508 7.2003098 300.3984 420.5492
## 1711 4.313219 191.11934 12770.8318 8.2315745 284.9459 499.8548
## 1712 6.707017 209.77881 14794.4114 7.8092915 333.0735 553.6445
## 1713 5.853561 186.80775 19790.8569 6.6157807 333.0735 489.7969
## 1714 8.817403 175.75497 23173.3195 6.7308609 367.1542 552.0745
## 1715 7.036752 171.43498 39207.5892 4.7105100 354.4446 381.6854
## 1716 7.036752 193.57716 19671.3512 7.5688966 342.6734 322.7357
## 1717 7.476408 246.18472 27109.8956 9.7919608 341.1636 339.7300
## 1718 7.691486 155.18532 36578.2237 7.6907277 400.3224 536.8896
## 1719 7.367372 176.33521 16663.6025 8.0627827 333.0735 354.7649
## 1720 8.927906 188.05442 22139.8789 4.2527214 376.3346 438.5156
## 1721 5.621227 221.64944 11123.8862 8.8094331 314.8713 326.3509
## 1722 6.450645 201.59667 27682.5075 5.6551389 316.1059 573.0338
## 1723 7.566517 205.39658 30823.7305 7.8166360 354.1760 395.2973
## 1724 6.115638 240.97516 15765.7867 10.0883449 339.4024 407.3195
## 1725 7.595229 188.37328 32869.4744 6.7455884 365.2087 326.6271
## 1726 7.036752 279.23242 11380.2986 8.5861006 314.1626 467.6281
## 1727 7.131222 165.90902 18969.8249 7.6903626 333.0735 510.9823
## 1728 7.399725 258.01995 18535.0465 5.4971592 339.8390 354.6673
## 1729 7.002480 168.95259 20518.5554 10.1359869 333.0735 457.6468
## 1730 5.345345 238.51023 10315.3540 7.8226007 281.7717 496.3509
## 1731 6.185951 174.79612 22198.9294 7.6084955 333.0735 479.0918
## 1732 6.070091 161.53027 26764.4944 6.2415265 333.0735 485.8663
## 1733 7.095569 196.73493 30235.1708 5.9849012 308.2037 453.9548
## 1734 7.036752 189.76165 16737.1082 7.0314237 333.0735 410.4797
## 1735 3.928556 191.66600 17328.1615 7.6924172 306.4796 406.0856
## 1736 6.352973 244.84672 13858.7039 9.1794419 333.0735 403.5605
## 1737 5.999125 219.71611 19345.7913 6.0296415 267.1580 497.4772
## 1738 8.899588 208.10655 17915.0860 4.7935745 334.5718 381.1594
## 1739 7.375338 194.86808 28767.7574 5.0741458 349.9852 495.0371
## 1740 8.979323 184.30922 24967.3230 6.2645843 335.2169 485.5832
## 1741 8.532377 216.45411 30268.4213 6.2989698 330.9785 436.1650
## 1742 7.213537 176.64006 34727.4086 5.1622780 287.7069 332.1995
## 1743 7.036752 184.66689 14368.1282 8.1299117 334.7534 472.3300
## 1744 8.895574 107.38333 27622.7463 6.1633197 400.3224 444.9296
## 1745 6.582764 219.18481 21961.5269 6.9879778 348.9000 341.2099
## 1746 7.036752 204.24057 14665.4048 8.5813197 360.3888 359.6222
## 1747 7.036752 160.59576 49125.3601 6.3443900 400.3224 327.9246
## 1748 5.986594 275.88651 21229.0833 8.9404299 333.0735 354.1119
## 1749 6.841221 166.67695 28263.8037 7.1157147 318.7902 532.1847
## 1750 7.036752 157.82735 21716.4237 5.4063940 333.0735 478.9990
## 1751 7.146117 181.43442 33266.5716 8.3817377 373.1971 485.1092
## 1752 7.036752 237.70568 21862.7536 8.9614251 318.1727 434.3883
## 1753 7.507575 172.50402 18328.6959 6.9077361 351.4186 377.0751
## 1754 7.997176 214.81963 20575.5732 6.1913992 312.0081 513.5404
## 1755 5.174346 234.32857 11746.6075 6.9612654 314.9868 407.1023
## 1756 7.036752 191.15048 23172.2815 7.1321537 290.7092 365.1406
## 1757 6.479093 180.95867 28165.8726 7.1600840 371.4054 370.2898
## 1758 7.811512 258.89160 20911.9047 6.3617563 289.1422 421.1330
## 1759 7.437217 242.72997 20185.5872 6.1216622 306.1693 413.6560
## 1760 7.953878 178.06655 18677.2792 5.6995400 368.2177 356.2943
## 1761 6.396570 243.72471 12278.9853 6.7945514 333.0735 489.4493
## 1762 7.036752 208.36705 22444.0901 5.4042483 338.0637 540.8995
## 1763 8.058136 191.27793 29298.3595 6.1291726 356.6453 278.5026
## 1764 7.036752 149.83890 20283.7836 10.0058708 383.1131 355.1849
## 1765 7.036752 220.98516 26492.7162 4.9497874 333.0735 388.9690
## 1766 9.497261 124.48281 33681.3301 4.8146560 400.3224 530.2170
## 1767 7.984711 121.06736 40709.7817 5.7968413 400.3224 338.5100
## 1768 6.261111 270.46617 8572.4215 9.9220762 286.3276 490.9427
## 1769 6.957803 219.23995 20215.6329 7.0540932 306.6474 431.3707
## 1770 9.663159 131.71190 24387.9681 4.2341430 333.0735 428.9064
## 1771 6.732714 197.76697 33820.6458 7.3967641 353.1763 321.3645
## 1772 4.886057 272.92039 15496.6117 6.9851791 267.1580 569.5813
## 1773 9.610220 156.92955 33954.4355 4.6390275 333.0735 485.3792
## 1774 8.518532 128.26347 32018.2896 6.0587402 400.3224 554.1390
## 1775 6.950787 201.80549 21709.6477 6.1207711 352.3038 417.1844
## 1776 6.023023 170.73229 10925.3601 8.2009726 305.7965 508.8511
## 1777 9.011480 167.91892 34865.3577 3.1395527 400.3224 385.4096
## 1778 7.946768 277.11695 24244.1120 7.5611758 273.3843 306.8374
## 1779 7.709617 189.80291 32910.5252 5.7580555 367.7619 397.8456
## 1780 6.081615 209.05968 10120.1127 9.4067735 333.0735 410.5091
## 1781 8.146186 191.38241 20506.6984 5.4769487 333.0735 445.9312
## 1782 8.141861 210.37656 25433.4650 8.3908119 385.2367 321.8675
## 1783 7.703357 211.34469 12861.9465 9.2453058 347.6308 598.6629
## 1784 7.036752 149.04285 27687.7376 8.6607113 284.9458 288.5177
## 1785 9.252857 168.04075 50279.2624 5.9050558 400.3224 400.0036
## 1786 6.047651 177.44426 28633.8464 8.1743845 333.0735 386.6612
## 1787 6.152858 171.12529 24978.4832 8.2164859 323.8244 406.0944
## 1788 9.074923 184.91505 21633.7217 7.4273806 394.1965 339.3553
## 1789 7.436537 167.32847 31935.6907 7.8963646 333.0735 398.5742
## 1790 7.036752 259.67104 11949.5979 9.4354460 279.0010 469.2876
## 1791 7.130099 275.67978 9480.6178 8.4159483 295.6188 383.4551
## 1792 6.792125 165.79429 17782.6044 4.9706012 307.7527 370.6006
## 1793 7.036752 230.43076 14916.9861 9.6185165 333.0735 379.1728
## 1794 8.885626 171.83978 19113.0119 6.5032973 400.3224 399.6726
## 1795 9.475316 149.55809 32568.1535 5.3338600 333.0735 436.2031
## 1796 7.036752 168.96303 21030.2345 5.5640025 400.3224 440.9521
## 1797 7.183109 225.11608 5097.8259 6.0816641 361.6314 294.9912
## 1798 6.157443 155.83571 25937.7114 8.1631439 298.1924 533.2884
## 1799 6.467868 236.69465 7656.4132 9.8409486 267.1580 356.3478
## 1800 7.036752 162.93537 24916.6256 6.3744957 388.3127 494.2888
## 1801 7.488133 177.35305 24786.0505 8.6133037 369.2107 387.8681
## 1802 7.323545 184.13607 21044.2027 6.8429472 327.2612 379.4925
## 1803 7.036752 253.66204 13568.2712 9.2286029 267.1580 554.5737
## 1804 6.530796 138.00767 19174.5933 7.3479515 333.0735 490.6441
## 1805 6.931470 156.84119 35793.7578 7.2863358 384.6548 398.6479
## 1806 7.774645 194.73386 13829.9391 5.6031204 333.0735 321.9057
## 1807 8.107500 173.66468 27277.5800 6.6436201 354.0373 330.2115
## 1808 6.306864 220.96998 22418.9082 7.1533636 283.9760 350.9092
## 1809 7.036752 165.73795 22900.1182 5.7356892 379.3749 473.8049
## 1810 6.609680 216.42803 17963.8668 7.7253140 346.2853 466.1030
## 1811 6.632206 232.73855 9809.9040 8.3367779 302.3258 458.3668
## 1812 7.036752 247.16402 18939.6165 7.0863747 305.0400 419.4531
## 1813 5.716756 197.10421 12641.5278 8.7020614 287.0126 345.0839
## 1814 7.740454 182.54107 19713.5044 8.8543861 382.3416 489.0470
## 1815 6.277277 148.18601 22916.5722 5.0356332 333.0735 474.6180
## 1816 8.006373 116.72512 45041.1491 5.1652924 333.0735 367.6890
## 1817 6.513017 185.33854 26262.5455 6.7421502 289.0143 410.1013
## 1818 6.234198 227.56087 22195.2104 9.4555984 333.0735 351.1801
## 1819 7.277144 194.88086 18270.1051 6.1219313 344.8798 402.6646
## 1820 6.044513 211.57738 30191.6925 7.7142916 329.1670 431.0964
## 1821 6.643027 205.23312 20511.3692 5.9081110 313.3538 455.6933
## 1822 5.150457 186.56085 18655.5419 7.0243065 333.0735 379.5379
## 1823 6.110545 166.63731 21319.7944 7.6812446 311.2536 340.6306
## 1824 7.831118 182.47388 19130.9615 6.8030615 340.2759 433.4604
## 1825 6.980727 200.46723 30862.7845 6.1962763 391.6669 422.4896
## 1826 8.552782 217.80332 39030.6037 6.9867052 373.7462 340.5662
## 1827 6.449379 275.74672 8607.6125 7.7016304 272.1976 384.3807
## 1828 7.392084 173.52878 20185.6762 9.1209314 384.1172 310.0749
## 1829 8.360796 218.13962 28722.1758 5.5367052 310.2866 471.5536
## 1830 7.619845 113.50470 37279.1289 6.3600702 377.8752 285.3499
## 1831 5.404511 258.90349 10168.1765 9.6481971 267.1580 396.9112
## 1832 7.079304 137.00736 24282.1548 5.7056928 400.3224 342.7253
## 1833 7.036752 233.84662 32496.6402 6.6373844 347.9864 424.6498
## 1834 7.161715 238.33358 13680.7641 9.2741195 284.4078 478.7670
## 1835 6.854947 149.85349 16203.0907 5.7348036 375.7187 350.3447
## 1836 7.309556 244.83977 22277.6260 7.7155718 369.0388 477.2354
## 1837 9.313466 133.14175 41982.6107 6.6280372 400.3224 267.8017
## 1838 7.036752 216.27162 26964.3172 6.3835483 400.3224 573.1596
## 1839 7.036752 250.62347 30797.5200 6.3814520 333.0735 338.8142
## 1840 6.187938 249.52711 12682.1509 6.2532241 267.1580 274.7647
## 1841 7.036752 240.98419 11429.2012 5.5159774 267.6808 323.1575
## 1842 7.965337 151.54189 25274.6103 7.1060435 352.3162 527.6882
## 1843 9.264391 160.42869 19607.7549 3.9887489 400.3224 427.7938
## 1844 7.754044 193.44985 19019.2795 8.1070669 377.9900 597.4860
## 1845 9.393892 252.73925 13150.2075 7.1665923 333.0735 368.8346
## 1846 8.176080 201.55370 21856.9886 5.2410474 320.2601 464.8033
## 1847 8.337696 168.46918 30969.0476 5.4521618 333.0735 302.4223
## 1848 7.036752 207.42689 11963.3237 7.6645457 325.6330 502.0530
## 1849 7.191025 151.30667 23781.3287 9.2144091 400.3224 465.1268
## 1850 8.613699 235.94444 20862.4559 7.6225648 378.7587 418.6975
## 1851 7.793039 257.65774 17398.3858 8.2712457 267.1580 439.7016
## 1852 3.889107 177.71284 21937.4716 7.3697686 299.2416 447.3038
## 1853 7.036752 164.31710 25236.7013 4.3652382 350.5843 413.6922
## 1854 3.978285 160.81847 14433.7805 8.4108922 311.2953 414.3282
## 1855 5.964065 241.03090 22168.3316 6.2081178 333.0735 486.5169
## 1856 7.532059 185.50656 24454.7259 5.7911025 333.0735 393.9719
## 1857 7.233538 231.56083 16621.4948 6.0730409 333.0735 475.8216
## 1858 7.036752 202.81114 11900.0552 8.9480877 367.5335 379.5646
## 1859 7.036752 115.39298 46077.3585 5.2893067 400.3224 422.0174
## 1860 7.480728 117.05731 28357.9428 4.7028209 400.3224 472.0593
## 1861 4.477092 236.28249 26843.4704 4.8426583 267.1580 456.9798
## 1862 7.036752 207.39110 25110.0376 6.3297911 345.5926 420.2191
## 1863 7.036752 162.26369 28790.5477 7.6212341 377.7194 364.2736
## 1864 6.314077 124.84799 31114.6357 5.7139404 333.0735 396.6730
## 1865 7.036752 233.69384 17317.6872 8.9465042 267.1580 311.9742
## 1866 8.822610 216.43258 27109.2396 7.3221628 333.0735 384.0185
## 1867 6.922652 185.81899 14682.6658 9.8868313 341.0664 560.7877
## 1868 7.036752 169.67353 25541.1528 5.4572992 393.2647 359.7781
## 1869 6.904537 110.86579 32981.2584 2.6212676 368.3870 417.2494
## 1870 6.548018 176.00654 38368.0126 7.4150539 278.0933 291.1215
## 1871 6.581083 217.53850 24480.6718 5.8371518 310.6329 476.4587
## 1872 7.864650 218.15311 23045.7262 7.4320109 349.9229 414.3651
## 1873 6.136907 151.78432 20561.6947 8.4878560 384.1561 363.6185
## 1874 6.947029 168.87954 17540.0302 6.4094763 387.2999 372.0228
## 1875 6.203323 214.85011 29426.4738 8.0348682 369.7267 319.7667
## 1876 7.036752 240.13457 38097.3298 5.4004973 333.0735 359.5763
## 1877 8.373171 179.52141 22022.6262 5.2150424 339.4922 396.6967
## 1878 7.036752 205.30415 12190.1716 7.0448330 313.4117 374.5232
## 1879 5.921247 200.94373 17397.4029 6.7562000 279.2023 380.4998
## 1880 8.829806 216.12214 17732.9147 7.8563118 377.2538 301.8960
## 1881 7.036752 187.61344 13427.0686 7.3175697 333.0735 507.5675
## 1882 6.832217 164.27439 14015.0448 6.0559850 281.6780 389.9781
## 1883 9.281303 215.90762 36622.2286 3.9034962 333.0735 383.2600
## 1884 7.456251 226.53829 9163.2944 5.7262236 333.0735 417.1252
## 1885 7.088251 172.68930 25399.1090 6.9412167 355.2531 298.6718
## 1886 5.648629 167.03010 14547.8855 7.7353478 333.0735 347.7923
## 1887 4.293961 192.36074 24600.7607 8.2616352 267.1580 475.8764
## 1888 9.678051 188.36874 26402.7040 4.0741412 395.9042 325.0011
## 1889 8.662710 173.53195 20333.0795 5.6363884 400.3224 459.6331
## 1890 5.897391 172.03439 30575.3571 8.6496147 393.5549 426.5058
## 1891 9.494243 274.82837 21879.7042 5.2657183 364.6826 581.0782
## 1892 7.036752 173.47419 18318.7204 7.5976536 282.5981 407.6430
## 1893 7.080193 185.82573 39431.1127 8.8063927 286.2239 355.9376
## 1894 7.559852 244.29456 29567.6989 8.6478795 333.0735 278.4756
## 1895 7.040395 199.07922 22505.5186 7.9535723 333.0735 531.4767
## 1896 8.053044 211.78324 37086.5460 8.2675368 267.1580 512.8990
## 1897 7.044375 229.60317 12575.2796 7.8377780 390.4677 558.1766
## 1898 6.309892 133.64992 31062.3719 6.9756020 267.1580 381.0588
## 1899 6.203573 139.12908 6698.2391 3.8768127 333.0735 601.5262
## 1900 6.879405 214.73189 20509.3320 9.0352504 321.3833 306.7843
## 1901 7.754884 210.72077 18857.0585 5.6937519 376.4846 375.6727
## 1902 7.916670 201.45581 39431.2526 7.5254410 276.2069 432.5900
## 1903 6.405392 183.86724 20526.3068 8.4502724 366.1766 548.6377
## 1904 7.795958 239.27825 27849.1421 6.4759944 356.1707 484.1048
## 1905 6.963979 180.40151 12878.1763 6.4240985 333.0735 358.5165
## 1906 6.967861 183.93348 13401.0444 6.4576866 371.7884 433.2394
## 1907 6.622791 195.86712 13900.7165 6.3635375 387.3569 310.8511
## 1908 7.369989 236.47672 18998.3468 7.4044345 359.9306 357.0662
## 1909 7.036752 134.31116 8076.8223 5.3221120 333.0735 599.6145
## 1910 6.944868 198.47644 16904.2011 6.3414070 299.5217 470.5998
## 1911 5.284810 148.86276 11130.2114 6.8204690 335.6604 485.8054
## 1912 6.851443 197.33956 15349.1426 7.4464117 333.0735 373.5499
## 1913 7.760189 206.20883 34250.1639 7.9303819 299.1316 347.1808
## 1914 7.280560 228.53954 29690.9172 7.8710252 322.2697 392.5326
## 1915 6.834260 182.45446 21670.5699 6.4076479 325.9504 397.3375
## 1916 6.728975 187.20271 26376.0623 8.4576617 337.8619 488.9764
## 1917 8.016418 255.25949 30854.8305 8.7619163 333.0735 442.4995
## 1918 6.864917 170.82779 20464.7727 7.0740629 365.9413 400.9653
## 1919 5.808976 157.55224 7965.2079 6.6801883 267.1580 377.6973
## 1920 8.458797 241.76834 29317.1424 5.7832755 313.8855 328.5794
## 1921 6.987335 224.03442 13505.0331 5.8711799 333.0735 479.8255
## 1922 7.288737 233.97781 31617.0754 8.5338883 331.8382 490.0471
## 1923 8.116350 224.76351 16514.6081 5.2906910 333.0735 416.5966
## 1924 7.463916 215.47907 27150.3954 7.7829153 382.9587 403.7035
## 1925 7.512361 224.47165 17895.5566 8.6350308 333.0735 472.3421
## 1926 6.415108 192.42797 19310.0620 6.8453005 333.0735 529.7303
## 1927 7.059940 178.80538 39484.6389 8.5911131 281.3862 520.2729
## 1928 7.036752 179.75671 25703.1552 7.2873102 333.0735 311.0931
## 1929 7.425102 204.48628 18608.9409 7.4344927 318.1833 338.9353
## 1930 6.742622 209.21734 15488.9567 7.4523618 351.0522 408.8536
## 1931 7.682923 217.78893 31150.5134 8.0216678 333.0735 594.7025
## 1932 7.041665 178.28575 25419.7695 6.7727508 316.4339 388.3393
## 1933 7.185276 212.48317 25645.0672 8.1425128 352.8692 435.2830
## 1934 6.597292 191.78744 25039.3547 7.2945774 395.7395 501.5327
## 1935 6.908853 184.94423 16965.3141 6.4043540 351.3453 434.3502
## 1936 7.036752 169.77548 37273.4292 8.0278299 267.1580 454.5438
## 1937 7.036752 165.89297 11566.8756 8.3261549 333.0735 369.2898
## 1938 6.281904 160.30668 17095.2701 6.7305770 305.0940 424.4462
## 1939 7.036752 210.36910 13812.4104 8.3782822 342.4984 489.5451
## 1940 7.362913 180.86780 20430.9067 6.6647864 333.0735 437.3895
## 1941 7.369087 198.20408 28232.0184 8.8997116 289.5997 424.4543
## 1942 7.708110 188.99785 15456.2201 5.0479159 322.7546 523.0527
## 1943 6.504113 171.72255 20852.7645 7.7049899 282.1055 359.4610
## 1944 8.185923 240.97910 23641.4720 6.6114486 318.6890 410.1582
## 1945 6.149185 150.56359 20596.3912 6.9069107 333.0735 431.6513
## 1946 7.080446 196.65895 36966.8533 8.9867843 294.3157 530.0529
## 1947 6.628427 215.24553 18059.3308 6.9317867 333.0735 374.4551
## 1948 4.704698 160.21182 5128.4576 8.2830689 357.7311 344.6937
## 1949 7.976901 234.77938 15360.8351 5.7360269 377.1781 613.6335
## 1950 6.809645 179.71952 35001.1448 8.6819835 333.0735 360.9328
## 1951 7.036752 177.68536 20325.7021 5.8495698 353.6268 279.6649
## 1952 6.967697 177.05589 22886.9657 6.4309348 315.2829 507.7901
## 1953 6.444555 166.63518 24855.8300 9.4923613 287.4124 479.4794
## 1954 6.277742 149.56328 15751.4492 8.2577511 317.5014 605.3984
## 1955 7.036752 166.92298 21190.1549 6.5899805 285.8994 410.6883
## 1956 9.014357 225.36752 49009.9247 6.0026530 296.6309 445.7688
## 1957 7.781664 216.78288 35055.6165 7.7842033 306.6433 447.1671
## 1958 6.084360 155.27143 27310.0609 7.8171292 333.0735 436.9889
## 1959 7.154736 198.14733 32680.9780 8.9726612 283.1085 531.6026
## 1960 6.748812 166.39092 22475.0930 8.8954217 317.6203 527.4596
## 1961 8.128270 231.16754 19954.5756 5.1388385 349.0674 386.0711
## 1962 7.036752 205.23519 22613.2975 6.4858096 267.1580 313.0096
## 1963 6.335683 164.07037 26594.3521 7.3812561 338.4295 607.1026
## 1964 5.940476 175.63773 17177.0710 10.4108353 307.9976 402.8873
## 1965 7.614878 246.03086 33347.9711 8.2225333 345.8088 445.7669
## 1966 6.718249 197.61749 21043.6269 6.6306745 337.0388 641.5258
## 1967 6.866357 185.63149 13979.3818 7.0434246 375.4340 462.5351
## 1968 7.036752 142.27741 21208.6183 9.5026854 333.0735 429.6902
## 1969 7.553845 212.26444 14319.4014 5.7930119 362.8527 450.5359
## 1970 7.366672 234.20064 15547.1866 7.8514002 364.1057 393.2539
## 1971 6.567760 187.66638 20156.5786 7.2985104 333.0735 390.4269
## 1972 6.333640 185.43634 18506.2886 6.5726818 356.9710 366.8131
## 1973 5.892413 139.36225 11006.0485 5.3119904 339.3279 446.4944
## 1974 7.918039 197.35759 22899.0629 8.2839554 295.3511 358.0974
## 1975 6.549125 194.27686 7412.7981 5.8369804 354.8212 361.0372
## 1976 6.804796 223.99570 17196.0547 7.1126225 374.3091 344.7183
## 1977 7.036752 203.05431 20106.1068 8.6823296 351.3357 346.0305
## 1978 7.176171 206.29490 25794.9502 7.7947269 321.2841 485.2544
## 1979 7.085096 206.67668 21823.0943 5.8899453 333.0735 387.6181
## 1980 7.201702 147.71109 37308.9942 5.6774511 279.1644 395.9768
## 1981 7.776044 215.53380 38895.3561 7.7646684 342.2625 349.4311
## 1982 7.036752 209.75195 20214.2166 6.0450779 323.7884 539.4647
## 1983 7.046549 128.48252 30569.8105 4.4491226 281.7247 348.2646
## 1984 7.036752 199.84587 12635.3677 7.8863835 332.6152 293.8343
## 1985 7.732880 189.50981 47022.7458 8.2267248 287.0871 567.7223
## 1986 6.266800 187.82962 27577.2136 9.1415970 322.9178 277.0508
## 1987 6.630252 160.92038 22557.7796 5.3053940 338.6308 416.8981
## 1988 6.775631 154.37254 15525.3940 6.0841328 343.0322 597.9793
## 1989 7.036752 204.73729 25680.7174 7.9801927 318.6773 311.6356
## 1990 8.164992 278.34036 29045.2611 7.9929144 334.5520 384.7832
## 1991 7.773758 251.46284 21688.6169 6.1949100 395.0882 355.8317
## 1992 7.295141 182.40664 13706.1868 5.8878851 300.6082 424.6502
## 1993 7.036752 129.88330 8906.9756 6.8279009 327.5518 525.2247
## 1994 7.657542 230.82001 35056.2322 7.6568069 364.1301 305.6294
## 1995 7.664794 223.57847 20259.7258 7.3854143 351.1613 510.0469
## 1996 7.036752 209.86609 20116.9111 6.9410617 370.3837 338.9572
## 1997 7.800421 210.67030 19873.3009 7.2846756 333.0735 448.5956
## 1998 7.264069 216.62239 19412.1127 6.9324579 333.0735 301.9536
## 1999 7.544306 211.05115 34359.4008 8.1667933 365.8123 447.5207
## 2000 7.749774 229.48977 21995.0681 7.7489213 320.4407 398.5448
## 2001 7.442023 194.76387 34565.7017 8.4933476 294.8362 350.0851
## 2002 6.559253 164.63592 30660.2097 8.8522701 272.5243 533.5839
## 2003 7.035037 220.50189 19746.4932 7.0593829 371.9126 536.1839
## 2004 7.880686 226.00384 19486.8818 6.2085740 356.3381 472.3691
## 2005 7.498372 236.71440 21736.3733 6.5885661 400.3224 299.1942
## 2006 7.036752 200.96992 12700.4880 7.7137832 395.0904 464.0249
## 2007 6.538207 214.99287 12330.4066 7.3000917 389.8170 465.3527
## 2008 6.373288 180.95890 17502.8794 6.4716394 367.7325 411.5813
## 2009 5.756476 171.97180 8086.8260 7.3046280 330.1338 442.7588
## 2010 6.918062 188.91286 14052.4461 6.1921928 333.0735 338.3208
## 2011 8.813505 236.39282 40684.3900 6.6087747 303.5298 278.3551
## 2012 7.361600 231.79318 29169.7208 7.9299044 375.0972 389.2726
## 2013 9.175586 281.59423 47852.8889 8.3302763 314.7838 422.3182
## 2014 7.036752 192.74228 32349.1024 8.7506295 272.0851 581.9812
## 2015 6.550877 145.80627 25070.0087 5.7163787 285.2189 369.6131
## 2016 6.510856 223.86062 15147.1715 7.6675333 389.3911 437.0514
## 2017 7.347030 199.61372 19073.2596 5.7668322 336.9943 413.2142
## 2018 8.111953 217.26647 38184.4696 7.2541220 311.9102 281.0692
## 2019 7.036752 237.08395 35434.2801 7.6176487 381.3375 365.0325
## 2020 5.985012 151.36097 20155.4345 7.7232925 275.0797 478.3324
## 2021 7.036752 212.70533 25626.4810 8.5901845 338.6635 330.2534
## 2022 7.036752 161.03897 25583.4920 6.7969141 333.0735 467.4799
## 2023 6.433722 177.25251 20321.2294 6.3789180 373.0518 375.0282
## 2024 6.770095 201.65085 25887.6317 9.3675327 327.6195 519.3804
## 2025 7.927970 224.72106 27402.0200 6.8752989 343.2863 315.9134
## 2026 7.338826 229.97869 12603.4004 5.9754881 351.3188 370.8606
## 2027 7.078361 198.41245 16648.6006 6.9310959 348.5480 472.2760
## 2028 6.751669 176.79315 32040.5057 7.9319130 333.0735 467.1484
## 2029 7.744125 203.39623 21403.0020 7.6232416 333.2109 424.3287
## 2030 7.560392 223.23225 14739.0685 6.7316107 372.0289 481.3418
## 2031 7.830608 213.24926 18821.3896 6.4751127 316.5724 405.2787
## 2032 6.746935 154.33216 25137.4277 8.4959039 274.8841 330.0837
## 2033 6.542282 146.05538 35965.7446 8.5786780 333.0735 474.0077
## 2034 8.549693 236.86150 17828.2945 4.7522676 341.0363 423.1101
## 2035 7.499845 231.53887 22452.6356 7.8210075 333.0735 380.9991
## 2036 5.763773 183.07363 22025.6966 8.9528959 333.0735 376.5814
## 2037 7.276863 165.79795 30396.9046 7.8356387 281.8969 475.6461
## 2038 7.493291 216.38188 9465.3239 4.9475314 341.4606 501.3453
## 2039 6.116024 158.72890 22481.0273 8.4670652 333.0735 458.9929
## 2040 5.226895 127.11756 7907.3304 6.7619285 335.4618 475.3324
## 2041 7.036752 255.95360 15097.0241 8.4824211 361.9714 471.4774
## 2042 6.420640 180.29300 26034.5282 9.7106188 308.9579 473.0648
## 2043 7.669013 205.59564 11579.4417 4.2632791 356.1365 407.7216
## 2044 7.128062 191.40082 25227.5452 6.6078443 319.2509 419.3050
## 2045 7.036752 108.91663 14476.3357 5.3981620 281.1983 512.2323
## 2046 6.615350 179.24066 26392.8636 9.3091600 333.0735 496.3636
## 2047 6.504876 159.18214 13403.0864 6.9582842 296.0769 359.9744
## 2048 7.459124 195.02872 33173.4994 7.5513740 333.0735 534.1670
## 2049 7.036752 221.67313 32269.5049 8.7652379 303.9617 357.3586
## 2050 7.096047 221.50824 17240.0211 9.1814729 322.6169 442.5436
## 2051 6.989442 197.68584 12150.7219 7.9841661 341.1001 303.5968
## 2052 7.036752 184.74139 32328.7148 8.3965869 292.9382 617.1448
## 2053 8.297726 222.43632 20320.1084 7.3218586 297.1387 374.1195
## 2054 3.889107 211.75721 14686.2834 7.5578727 326.9121 371.2694
## 2055 7.036752 174.91772 28990.7879 4.6604112 400.3224 468.8430
## 2056 9.380007 166.26976 32471.4563 7.3425347 333.0735 498.3131
## 2057 8.998375 169.22833 21790.0109 7.9233571 333.0735 436.9215
## 2058 5.690387 241.21573 14083.8299 5.7389624 293.4652 498.2830
## 2059 7.301563 177.66289 23441.2671 9.1070172 326.2906 478.4670
## 2060 7.031684 201.00211 24510.5076 5.8182736 400.3224 371.6164
## 2061 4.348675 197.27636 9848.0356 10.8109380 333.0735 295.7495
## 2062 5.294195 234.27140 26811.2031 3.6113582 369.6085 570.9750
## 2063 7.257931 187.76562 24354.3352 7.1962538 333.0735 346.2918
## 2064 9.250492 184.44201 22749.1783 7.4016628 375.0083 436.4938
## 2065 9.680475 199.53167 32916.3315 6.1278043 333.0735 461.3001
## 2066 7.036752 184.99373 19764.6274 7.5050919 333.0735 293.4780
## 2067 6.741246 196.83300 23565.7327 7.5945840 315.5746 500.1429
## 2068 6.811702 261.38957 15149.4899 7.0561072 333.0735 397.7871
## 2069 6.966943 222.89026 25441.0561 7.3837832 333.0735 647.3499
## 2070 7.446089 179.14684 17763.3110 9.8765150 328.4590 364.1342
## 2071 6.210648 192.21674 19330.0358 8.7928861 333.0735 401.3833
## 2072 7.341547 187.67240 21273.4571 7.7840031 333.0735 332.0843
## 2073 7.051396 187.41888 15423.3873 8.8715238 341.5627 561.7908
## 2074 6.642614 226.52783 13730.2591 9.0607670 267.1580 275.0717
## 2075 10.146290 242.15173 24649.6747 4.8033725 347.0697 348.4840
## 2076 10.258615 235.67746 24008.9920 5.6350290 381.0977 460.7453
## 2077 8.469537 128.62008 15273.0493 10.7255236 333.0735 553.3463
## 2078 6.043212 151.14832 24207.0817 8.4140719 333.0735 410.9093
## 2079 5.841119 194.61689 17721.9596 5.6462970 400.3224 622.9636
## 2080 8.114665 236.49327 26631.2129 6.2667817 275.0909 496.9898
## 2081 5.585117 143.50541 22234.6967 9.2528525 368.3875 437.1247
## 2082 5.903994 196.27473 19399.2220 7.6418945 328.2693 324.0457
## 2083 10.258615 249.32420 23259.0124 3.3312660 284.4059 468.8663
## 2084 9.578227 205.74874 33080.5888 5.6598479 356.6983 333.0699
## 2085 7.094831 139.90687 18975.6435 7.5719514 400.3224 528.2665
## 2086 7.036752 210.74471 12229.2985 6.9509810 387.3888 422.0271
## 2087 9.687260 190.16287 18752.5764 7.0730066 333.0735 461.0702
## 2088 6.527441 181.07300 22444.0818 10.4749769 271.8628 351.0638
## 2089 7.036752 193.62949 18753.2118 8.6850117 327.3406 478.1027
## 2090 7.744773 208.92034 27648.1597 5.6225723 332.8238 397.0575
## 2091 8.289224 191.85881 22526.2798 7.9791548 333.0735 292.8608
## 2092 7.249257 223.70354 24311.9058 7.3925170 275.6225 306.7822
## 2093 7.744099 219.65872 30809.7057 6.7906811 333.0735 405.0322
## 2094 7.036752 214.21606 19026.6728 7.6347241 333.0735 421.1403
## 2095 6.890275 185.74415 12218.0959 8.0229361 350.6579 394.4406
## 2096 6.047381 230.58628 20278.3830 9.3607991 305.7766 333.5308
## 2097 10.258615 192.92445 39234.4702 8.8607623 267.1580 463.4351
## 2098 10.164839 194.30280 28915.6432 7.3016887 316.5252 279.1654
## 2099 8.722311 145.24662 20256.3531 10.6519985 333.0735 612.3280
## 2100 3.889107 183.34943 14841.2420 9.5349700 333.0735 293.9176
## 2101 4.894278 184.55272 10922.5420 7.4617027 352.8302 338.6811
## 2102 6.071183 138.22398 14852.5307 8.0935409 333.0735 389.3028
## 2103 9.032563 156.26565 24897.5570 7.6396339 400.3224 342.7460
## 2104 9.913704 160.09825 32129.9963 6.1095159 400.3224 541.2208
## 2105 7.036752 165.74023 19919.3246 7.2781515 351.9651 420.1207
## 2106 4.229225 207.66923 21214.3705 6.8445478 304.2751 488.4559
## 2107 9.135452 233.17533 32105.2871 6.7496963 333.0735 370.9298
## 2108 3.906568 152.81885 17857.7169 7.3630601 324.3828 342.4088
## 2109 7.384049 148.29618 14417.9795 9.0849676 347.9621 316.5796
## 2110 7.036752 180.68060 8692.5382 8.6717929 396.5288 534.3391
## 2111 8.524296 141.81024 12658.1772 11.2643859 347.2681 387.0859
## 2112 5.706131 199.11783 25815.6091 6.3835455 333.0735 483.8241
## 2113 3.889107 199.08339 15900.7972 8.5611983 291.1042 371.8471
## 2114 6.519848 183.22600 14284.6479 8.3890779 373.0916 495.4180
## 2115 7.910641 190.42760 16461.5023 5.4544760 394.3059 294.1786
## 2116 6.587465 211.16928 28990.2978 8.8836652 267.2024 504.9088
## 2117 4.300029 218.31989 17639.8579 7.5273173 331.8346 424.2094
## 2118 8.575939 215.13672 15778.7294 7.5327731 316.9595 359.8301
## 2119 8.884935 145.27771 17621.3901 8.2679741 341.4775 286.8908
## 2120 10.258615 143.76750 31320.2456 7.7285049 400.3224 491.2160
## 2121 7.036752 219.07465 31044.7382 6.7723267 267.1580 411.4712
## 2122 6.946718 214.17004 32946.5675 5.4842584 333.4396 318.8836
## 2123 8.107092 213.02927 24531.8694 6.2372224 322.0971 517.4900
## 2124 4.908900 161.24319 13516.9115 8.2062119 343.3053 535.2245
## 2125 5.098967 197.14264 21682.7548 7.7559051 292.2514 424.6661
## 2126 6.093092 208.90802 21456.6044 9.6006834 267.1580 459.0156
## 2127 10.033933 213.64742 25433.2321 5.2029375 319.0101 362.2622
## 2128 8.978998 213.09177 19030.7169 5.2915162 316.9403 473.1504
## 2129 5.514748 228.73592 35343.6286 4.3466084 333.0735 526.1124
## 2130 7.036752 200.83989 20743.3484 6.9059881 267.1580 450.3617
## 2131 6.731278 229.12889 15058.1388 5.1193074 315.8801 443.9584
## 2132 7.191962 228.40994 15395.4691 7.3986026 334.7776 294.9156
## 2133 7.036752 190.38260 30524.0938 6.3754493 387.6686 382.0568
## 2134 7.127711 173.69010 19309.5704 6.5333922 372.5372 295.3858
## 2135 5.632041 203.73048 19345.9225 8.0477981 267.1580 708.2264
## 2136 7.036752 184.02003 13361.2260 9.2586563 335.0900 467.4442
## 2137 7.955026 244.39590 32405.4139 3.3180450 307.6436 433.9118
## 2138 7.775050 195.17874 22329.7401 6.1051298 400.3224 371.6159
## 2139 5.168340 206.26976 17914.3402 11.2400004 333.0735 357.6970
## 2140 7.667521 163.34582 25035.2710 8.2585780 329.5971 431.8678
## 2141 7.272362 229.08714 16404.7595 7.5897536 272.2769 518.6095
## 2142 3.889107 202.51207 9439.7840 10.3436261 313.1389 543.6858
## 2143 7.036752 221.12696 27158.6777 7.8759367 274.6588 472.0961
## 2144 7.692524 220.81915 26686.8479 8.2862106 299.9588 564.5270
## 2145 8.157518 236.34444 27931.2084 6.2036759 325.3240 511.5877
## 2146 7.187766 184.15660 31125.7404 6.3777899 352.9160 472.2741
## 2147 5.689554 202.36472 17493.6504 5.5203558 385.1974 479.2379
## 2148 8.758825 197.21521 19572.1471 7.4934330 376.8383 518.3855
## 2149 9.814247 177.71222 30575.9469 6.3939272 333.0735 536.7206
## 2150 9.969273 237.02286 26944.6819 5.5887748 334.3262 379.1380
## 2151 7.036752 179.15496 18282.0693 7.8748792 326.1869 397.2212
## 2152 9.149127 162.68327 21463.0592 9.8206749 333.0735 501.5669
## 2153 7.036752 146.25032 25623.3406 7.3077495 333.0735 464.1846
## 2154 5.840812 157.88257 16087.2697 9.4580004 277.5404 550.1374
## 2155 7.036752 209.95328 18668.3638 4.4532524 347.5816 479.5614
## 2156 4.981672 220.95056 20988.0878 7.9856684 267.1580 373.6249
## 2157 5.423318 185.90318 18020.8424 6.4010458 400.3224 332.0501
## 2158 4.838571 241.13598 18328.4026 7.4032387 267.1580 355.2755
## 2159 7.904053 217.77163 23575.9914 7.4930242 279.1467 548.1554
## 2160 6.744064 158.53483 16304.5289 7.1339135 333.0735 514.7485
## 2161 8.663975 206.92316 29551.3341 6.0302757 339.0323 329.7108
## 2162 4.161112 181.73639 25815.3892 8.5346290 297.2392 399.2922
## 2163 8.515977 212.30463 28553.5595 7.2253662 342.6041 341.7403
## 2164 9.999807 215.10898 33462.0342 6.1941219 365.8953 373.9368
## 2165 7.038092 204.92328 24607.0881 8.0801558 280.7456 365.8452
## 2166 3.889107 186.12392 11920.9074 8.6420341 332.7445 447.5942
## 2167 5.972600 186.46747 23124.5780 7.0125537 333.0735 446.2194
## 2168 8.180755 178.07964 25623.8675 7.5740821 391.9182 353.5070
## 2169 7.010243 162.12324 26395.2488 6.6225975 333.0735 574.5814
## 2170 8.179890 258.90194 17291.6183 5.1844096 333.0735 434.5042
## 2171 7.036752 162.51268 24642.8123 7.2675728 330.9054 414.6507
## 2172 6.865125 216.74446 13529.0388 5.6184924 400.3224 553.6167
## 2173 7.950817 147.11792 20827.9176 9.2261250 333.0735 474.8540
## 2174 7.036752 204.25826 26321.6892 5.9374958 333.0735 487.2736
## 2175 9.581189 223.29622 28292.7803 5.6654307 333.0735 398.4793
## 2176 7.274757 195.11803 21496.7451 6.5710898 360.6978 418.3736
## 2177 7.036752 260.84504 11803.7355 5.2606700 336.0405 424.0584
## 2178 8.026773 169.33384 19168.5268 8.0814962 400.3224 350.5774
## 2179 7.879543 170.19091 37000.9557 6.2172225 346.0637 517.5768
## 2180 6.448971 237.46110 18736.1909 5.5998703 333.0735 235.0423
## 2181 5.189414 171.23893 12289.9009 10.7864998 301.2308 501.5597
## 2182 6.538084 197.42820 15979.0603 7.4249446 273.7193 452.1872
## 2183 5.915807 195.74407 12431.8031 6.6616162 380.7253 367.8540
## 2184 8.136498 184.23185 30031.8392 6.2153073 373.6528 400.6119
## 2185 7.036752 187.87328 29532.6150 7.9810369 274.4934 469.1321
## 2186 6.493764 205.15056 19821.3384 6.3449634 298.3800 482.5957
## 2187 7.036752 205.33855 25142.7337 5.6395011 296.0913 528.2800
## 2188 6.977406 205.56350 16100.9680 5.5272992 371.3619 532.3421
## 2189 5.489248 134.56028 15979.3348 9.5043610 366.2144 418.6421
## 2190 3.889107 147.49058 21316.5067 9.1422337 312.0542 406.3720
## 2191 7.312109 199.81300 14540.7351 8.8274136 276.1183 486.9837
## 2192 8.554097 191.70841 32112.5699 8.1153551 293.6558 518.9444
## 2193 6.704432 148.84213 13329.0323 7.1184654 333.0735 403.4210
## 2194 7.036752 194.71919 18344.0694 7.6118367 333.0735 320.3560
## 2195 8.028304 204.78373 20408.4856 4.5315812 400.3224 515.5751
## 2196 7.036752 168.04247 18564.3721 8.5621564 345.2052 419.1316
## 2197 8.616824 228.76295 19126.2985 7.0175784 327.8948 383.5270
## 2198 9.467129 169.21441 33365.3154 8.4604898 315.9604 449.7240
## 2199 6.793699 227.22575 14470.0536 8.4715090 274.4447 360.7557
## 2200 7.036752 229.72535 22444.5594 5.7021749 320.9901 389.0309
## 2201 7.036752 188.39502 21875.2164 7.1413722 400.3224 616.1213
## 2202 5.486059 186.69563 16639.2152 9.8077796 333.0735 355.9424
## 2203 5.050748 191.72221 18252.0760 8.1181151 284.2151 373.7412
## 2204 6.246118 199.09897 27001.3353 7.8080135 296.9236 478.7459
## 2205 8.142331 221.75235 29808.2369 8.8201558 267.1580 556.6576
## 2206 6.852899 158.07979 11914.4638 7.6349668 386.1674 473.6433
## 2207 8.801934 225.89547 23659.2115 2.4586092 400.3224 446.9925
## 2208 7.036752 200.30865 25355.9989 7.1052453 304.6481 394.2461
## 2209 8.383762 156.95186 21923.8741 7.6568311 379.5416 364.7949
## 2210 6.476140 215.72177 21165.5906 7.6429523 348.4749 315.0781
## 2211 9.894562 128.58573 26436.0333 8.7787175 349.7484 480.6676
## 2212 4.808040 186.16057 19118.0503 7.0544439 359.4062 577.4914
## 2213 10.258615 278.03636 28652.1433 2.7857184 379.2775 334.2117
## 2214 6.304972 249.08260 21046.4485 5.4562726 333.0735 334.1787
## 2215 7.822492 208.63672 22308.8217 5.8503276 400.3224 502.7894
## 2216 7.989376 191.93619 16746.8004 8.5624282 312.7400 431.5057
## 2217 9.671797 130.60836 30220.6125 9.3091418 370.2949 411.8814
## 2218 5.941266 179.95486 26562.4472 6.8032877 333.0735 431.9692
## 2219 5.574756 189.70066 11512.4658 8.7209719 329.9396 331.3304
## 2220 7.610509 208.81781 34538.5440 5.6006200 301.7872 470.7403
## 2221 7.102447 243.41294 23493.1209 4.7927384 283.3443 341.4388
## 2222 5.152740 185.34224 25669.7199 7.8194792 318.4510 449.9190
## 2223 7.301464 205.72188 23778.7587 8.1799674 333.3393 529.6246
## 2224 6.104926 241.17572 13539.8117 6.0155480 335.3965 363.6334
## 2225 6.001382 186.88442 22554.8301 8.3918827 331.2149 444.8910
## 2226 7.036752 153.03511 28504.9975 8.4254975 333.0735 346.3112
## 2227 7.885679 207.82130 12359.6312 7.3776626 340.9790 499.3617
## 2228 7.036752 159.83288 23917.1901 6.7815760 369.2239 472.9272
## 2229 7.679091 204.85999 21530.3162 8.1853995 333.0735 445.3709
## 2230 7.036752 163.95724 19516.8980 7.1787771 393.8409 587.8416
## 2231 10.258615 262.74177 39116.6827 3.2057863 285.7284 473.3140
## 2232 6.714862 236.54205 33197.1505 4.9585169 331.4845 402.9466
## 2233 7.349653 235.21088 20443.1351 7.1777894 333.0735 305.4173
## 2234 7.036752 196.08297 22746.0617 7.7027405 325.4784 397.0550
## 2235 7.345138 202.17446 17032.7737 6.2126291 361.4405 600.2950
## 2236 10.147090 177.82131 20642.5887 5.7597439 333.0735 487.8789
## 2237 6.380717 266.01541 21250.9356 4.8543345 357.2410 358.1855
## 2238 7.940647 181.77131 15858.7782 6.8499637 333.0735 584.8272
## 2239 7.036752 197.71364 31251.6437 6.2524231 333.0735 322.2176
## 2240 7.786735 192.17974 28086.8735 7.1579515 329.7086 327.3805
## 2241 6.323040 227.55397 24463.1374 6.2619337 333.0735 399.9475
## 2242 7.036752 170.29143 14550.4170 7.8474039 395.4960 486.3677
## 2243 6.645657 170.26972 23432.1097 7.0665651 333.0735 513.3649
## 2244 6.014540 205.48294 23268.2431 9.0357692 283.3404 371.4035
## 2245 10.086771 189.73238 17572.5475 6.8947306 333.0735 416.6411
## 2246 5.166226 135.71217 12060.0095 8.6370979 333.0735 362.2173
## 2247 5.573201 229.17499 15613.1605 4.1579017 383.4811 409.0666
## 2248 9.494559 254.53446 28492.1705 6.1136078 333.0735 620.9810
## 2249 9.036504 199.32189 21696.0032 5.9701868 350.1838 288.5088
## 2250 4.400509 119.33404 19100.0871 11.7539037 333.0735 328.3998
## 2251 6.975392 205.94025 22685.6844 5.9277592 304.0491 441.7652
## 2252 6.687750 160.26096 17786.7633 7.6603765 333.0735 247.9180
## 2253 6.867522 182.67217 20247.2010 6.8670725 330.8057 420.3335
## 2254 6.155249 159.51950 19781.6106 10.0816099 310.1407 505.1084
## 2255 8.303264 232.41467 16548.3567 6.3435227 301.0872 395.3391
## 2256 8.641634 206.34197 39557.2555 5.9998467 290.5760 345.4894
## 2257 7.036752 219.67426 22210.6131 5.8750411 333.0735 398.5177
## 2258 7.348611 214.71589 32742.1873 6.3510290 320.0651 438.0443
## 2259 7.573906 206.20420 15926.4260 5.5246662 333.0735 457.6378
## 2260 7.855906 209.75180 19850.1829 8.0388722 300.2930 368.4376
## 2261 7.036752 181.38972 18908.6283 7.2153495 325.9008 356.1666
## 2262 3.889107 189.61853 18529.7980 6.8882572 396.1072 365.2730
## 2263 7.036752 234.51185 19038.9019 6.7959158 322.8963 437.4788
## 2264 10.258615 178.59650 33773.1071 9.0630421 327.6510 425.8680
## 2265 6.396341 126.49074 20115.7336 7.7637385 400.3224 435.2784
## 2266 7.036752 222.98063 32237.2454 5.9246588 336.6527 526.7761
## 2267 5.228506 191.66380 24855.9078 7.0160785 337.2709 343.3492
## 2268 6.512240 198.56468 21626.5631 5.8971043 389.3370 296.2608
## 2269 7.834319 171.28878 25918.5680 8.5893940 307.2287 448.5640
## 2270 7.388292 178.34406 12928.6444 7.8302952 333.0735 376.4889
## 2271 6.020654 197.46909 10529.3103 5.3053516 400.3224 412.0117
## 2272 8.388322 256.23401 16795.8205 4.1435192 333.0735 333.9462
## 2273 8.384296 223.32819 27463.6548 6.4767528 352.9528 318.0426
## 2274 7.393978 209.61921 17939.7047 7.2337360 333.0735 349.2096
## 2275 7.036752 235.78979 21983.5591 6.0612838 331.2729 441.2162
## 2276 8.384623 166.87838 29956.3630 9.7781226 307.3629 546.4823
## 2277 7.094802 222.50131 30045.3677 6.6640101 333.0735 531.9595
## 2278 6.565319 141.59184 12875.1278 9.1169945 340.9139 339.9770
## 2279 6.381720 199.63503 20453.8165 5.8487349 333.0735 344.5995
## 2280 7.539742 201.95932 26716.3597 5.6373503 333.0735 516.3546
## 2281 10.258615 193.43316 14054.1255 10.3284890 327.0642 479.4025
## 2282 9.228484 200.71033 26744.2315 6.8333602 339.8207 363.9510
## 2283 10.258615 256.17232 31965.3640 5.0070035 288.5660 505.3614
## 2284 7.036752 229.74096 22709.3861 6.3616873 316.2344 294.1656
## 2285 6.021266 236.97550 19894.1476 7.5879085 286.9385 315.2668
## 2286 7.036752 236.20489 34822.8163 4.9663973 362.0702 537.9966
## 2287 5.973951 182.14333 26804.1095 5.7379883 399.2537 481.9019
## 2288 6.217580 189.34222 15155.5490 6.8194381 306.8926 297.7637
## 2289 7.036752 175.83394 36819.9868 7.6504553 322.0219 344.7161
## 2290 9.130607 226.40374 19968.6778 5.7237916 386.6998 440.5431
## 2291 7.036752 283.40957 21160.0897 4.2707178 267.1580 525.9923
## 2292 6.095512 200.04582 16404.9414 6.3920946 366.0173 444.4542
## 2293 6.195255 170.00229 16666.1308 9.4834241 333.0735 457.0682
## 2294 5.814564 184.54171 29382.3353 6.0512334 348.3524 405.6214
## 2295 6.756660 212.64186 22112.7464 8.3322097 275.2404 387.5622
## 2296 7.036752 172.11151 26595.3735 8.2322520 333.0735 348.8436
## 2297 6.369974 128.61687 13689.5921 9.0668300 333.0735 319.7851
## 2298 6.601407 205.62102 19635.5883 7.1732294 344.0345 430.5599
## 2299 5.651934 139.04992 16575.8213 7.8578563 390.5377 418.5432
## 2300 7.606067 248.04145 14609.9769 6.3565551 322.3566 275.3171
## 2301 3.889107 147.14867 17326.2022 2.4985967 393.1687 375.4115
## 2302 7.036752 181.56241 19289.3615 7.3250554 333.0735 274.6965
## 2303 7.036752 232.09834 16378.1516 0.3520000 267.1580 454.5552
## 2304 8.111101 198.76820 35200.7988 9.6853902 333.0735 348.9714
## 2305 7.116133 204.04078 25131.6653 5.4026548 292.3244 424.0035
## 2306 5.280292 164.05739 13679.0569 5.9713854 333.0735 635.8885
## 2307 7.036752 167.10443 30362.6839 9.9903322 362.2616 432.0307
## 2308 9.808258 220.04957 34132.0680 9.7527509 267.1580 367.0444
## 2309 7.036752 172.21468 26653.7650 7.2716846 335.8945 510.0297
## 2310 8.018832 197.78559 23104.5204 9.6748604 322.9345 395.7386
## 2311 6.603641 206.91974 14598.0258 6.4521409 316.2535 582.1106
## 2312 6.450806 198.49316 19002.3147 7.3064473 335.4822 257.0077
## 2313 6.266378 163.38540 28141.2165 8.5087510 376.8706 295.6751
## 2314 7.036752 144.99579 16219.4753 5.5630672 379.9630 374.5431
## 2315 5.161879 179.63641 18666.5636 5.1961326 400.3224 485.3120
## 2316 6.984406 181.70734 18194.5453 8.2638039 371.1465 201.6197
## 2317 6.791993 210.40797 30471.9291 6.6144380 326.5858 493.1794
## 2318 8.309228 198.33690 24344.9667 8.3435102 278.8668 456.5300
## 2319 5.057736 137.68934 11229.1378 6.4114105 400.3224 580.0952
## 2320 6.908272 211.10555 19224.9863 6.3799701 307.1022 323.8855
## 2321 7.243410 188.04630 20877.5348 8.4541068 333.0735 377.6493
## 2322 6.164480 189.05876 27312.1684 6.8221567 319.9516 522.8014
## 2323 9.160998 241.38310 28170.8851 6.8196031 267.1580 568.4206
## 2324 5.277876 166.73301 18404.0507 4.7771243 333.0735 347.2195
## 2325 3.975753 135.89198 17430.8419 6.3057877 373.4864 344.3989
## 2326 5.685216 154.57000 17628.0431 6.6644438 390.0947 324.4278
## 2327 6.933654 217.77032 19026.0173 3.1174410 317.0668 448.2346
## 2328 7.464485 227.00002 26559.3609 5.6578121 300.6907 332.0688
## 2329 6.071839 217.82653 17162.7539 3.5211252 319.0373 612.0949
## 2330 7.136103 186.58271 19502.5390 8.0954265 305.4300 355.9372
## 2331 7.036752 182.11395 21453.3347 6.6672865 333.0735 392.4334
## 2332 6.328553 192.07652 33315.9471 7.0500465 333.0735 489.7453
## 2333 6.150596 169.40278 23890.8934 7.3359603 375.8011 373.5482
## 2334 7.036752 205.66602 27044.9598 4.0339336 298.2138 515.7549
## 2335 5.508156 192.22655 12137.0996 5.2304773 400.3224 405.4855
## 2336 4.761105 150.07453 19197.1055 7.9366524 374.4773 400.4513
## 2337 10.258615 221.02926 32092.0584 12.6268997 333.3199 403.8240
## 2338 6.676137 192.68585 27468.9802 5.8094359 281.4069 299.8870
## 2339 7.973308 237.49715 23517.6810 5.3545162 283.5838 478.8936
## 2340 7.352146 208.32448 13714.8326 8.2192403 352.8498 336.9129
## 2341 6.990801 222.94375 19713.4115 5.2924501 310.8876 270.0554
## 2342 5.468361 180.38236 12305.9054 5.4465627 400.3224 388.7455
## 2343 7.835907 206.66579 17643.4071 8.1374837 333.0735 474.9898
## 2344 3.889107 100.80652 19872.8548 5.0140228 400.3224 420.8309
## 2345 8.423084 153.03289 15924.7997 11.1016281 329.1322 431.1675
## 2346 7.617014 214.40436 29818.0950 6.5088534 298.3519 494.9455
## 2347 7.617033 242.98940 17681.2724 2.8557898 298.4132 549.9873
## 2348 5.429335 183.43938 15265.4076 5.7147313 394.0012 446.8791
## 2349 7.036752 215.49161 18489.6525 3.7588332 294.6030 370.2746
## 2350 5.495976 150.53452 18333.6327 7.4717278 400.3224 300.3590
## 2351 5.092757 239.74092 28390.8914 1.3908709 267.1580 452.3060
## 2352 6.252810 187.56948 27690.4748 6.4899315 330.9492 303.4964
## 2353 6.747415 250.41955 24539.7132 2.3979850 358.2299 339.3447
## 2354 6.640863 215.06087 16488.0477 6.6423372 304.7574 507.1288
## 2355 7.036752 138.52571 17905.4800 7.9293033 399.5036 485.4232
## 2356 7.300990 182.44770 29136.3387 8.2530153 333.0735 307.4333
## 2357 5.498515 180.82511 21542.8300 6.7070946 352.2507 419.5130
## 2358 5.652501 187.83118 25868.5987 3.5237139 338.0289 456.2598
## 2359 6.164927 206.04058 22805.6115 4.3988313 333.0735 409.3577
## 2360 7.851926 235.33831 14763.5801 7.7419753 338.6033 505.6656
## 2361 7.221689 203.06903 13703.2204 7.8236123 352.1246 412.3205
## 2362 6.578084 214.14633 24882.6252 5.0711568 333.0735 400.7432
## 2363 7.859490 211.31103 31725.4878 7.5196907 313.3442 433.4447
## 2364 6.073685 140.92620 11795.3136 9.1284221 400.3224 413.0758
## 2365 7.036752 208.25628 13696.0099 4.4840213 333.0735 449.1781
## 2366 6.407963 199.13173 28460.2034 4.6137215 330.9141 448.8580
## 2367 8.646643 201.43906 32571.0545 9.9593554 333.0735 338.4978
## 2368 7.184698 189.75840 13317.4681 7.8323204 378.6755 541.3061
## 2369 6.932085 205.33848 19530.4738 6.5219555 333.0735 475.2102
## 2370 6.174751 138.51359 21504.1388 10.8602950 338.7030 447.8055
## 2371 9.540252 224.05458 31683.8646 11.9942902 315.3591 493.8364
## 2372 6.888843 188.92067 27368.0143 8.0031866 355.4786 465.3470
## 2373 8.174186 244.24905 31114.8208 4.7269123 285.3320 418.6196
## 2374 8.756927 218.63776 21752.0297 6.4548765 276.2781 356.0758
## 2375 4.740057 176.65563 24069.3359 4.0134444 367.8050 288.2213
## 2376 8.764496 210.85135 15978.0366 8.0433541 328.7598 324.0474
## 2377 7.899452 210.73412 15896.3659 6.9072028 319.8870 448.6664
## 2378 7.402653 182.99938 19259.1939 7.6323702 295.9314 339.7373
## 2379 5.800034 181.45352 13028.6885 6.1067648 374.3578 405.5172
## 2380 7.089184 179.04584 21065.6637 7.4716144 377.7780 571.5755
## 2381 7.852207 169.02838 22912.1896 9.6162227 333.0735 468.4454
## 2382 4.945695 170.44092 23000.7231 4.4337248 340.6457 346.6423
## 2383 9.776932 213.91508 23971.9895 9.6033024 293.8250 507.0166
## 2384 5.153489 107.34198 19115.7219 9.2961140 333.0619 457.8915
## 2385 6.884981 138.44011 14893.2064 9.6864348 319.1350 286.9216
## 2386 7.608750 192.85664 25410.8119 5.9550084 283.8030 432.2095
## 2387 7.036752 210.09761 23616.8046 4.4656770 365.9613 421.8799
## 2388 4.901907 141.93078 13614.7509 8.3069605 368.6187 439.0554
## 2389 5.711213 145.82587 21157.1797 7.9547212 385.2061 441.0866
## 2390 7.476690 162.00870 22171.3189 9.6115986 333.0735 401.2348
## 2391 7.033495 191.88022 29322.7407 9.0270570 333.0735 496.1983
## 2392 7.036752 152.53742 19731.7492 10.8867419 373.9887 463.7477
## 2393 7.036752 189.00109 20784.5679 10.0887715 312.9547 419.5341
## 2394 8.655299 222.26879 13676.7535 7.2712995 348.6188 460.8706
## 2395 7.036752 177.20201 17766.2529 8.1990904 354.2774 520.2011
## 2396 8.304335 155.56994 18253.1811 11.4484693 329.1006 380.3234
## 2397 7.717077 211.68133 21400.0165 6.9878541 268.9450 495.9149
## 2398 7.555823 190.46192 29411.6286 7.8688783 349.9489 524.4660
## 2399 4.881730 136.99047 19105.0149 7.2646776 400.3224 358.0463
## 2400 8.311271 206.10776 20562.5134 9.8204733 333.0735 479.0323
## 2401 3.889107 111.24641 14904.9404 7.7296453 400.3224 382.2244
## 2402 4.083595 201.93864 20555.9655 1.9202714 341.5972 435.5115
## 2403 7.036752 201.57205 15618.1352 6.7052109 367.1935 359.9520
## 2404 4.865070 174.06046 15222.2464 5.8392187 400.3224 333.5043
## 2405 9.624727 217.37278 25175.7542 9.8839455 329.1745 394.0548
## 2406 5.188777 178.99327 22648.2376 6.3180630 326.4679 404.5611
## 2407 7.842979 200.82967 16827.1929 9.8884030 333.0735 566.3307
## 2408 5.916930 185.92502 27977.6732 6.7746097 329.6193 428.8327
## 2409 5.729689 173.97503 14304.7631 5.3400885 369.1540 471.6799
## 2410 5.678221 143.18651 18377.0083 7.1453355 400.3224 359.7747
## 2411 7.386582 191.58557 26351.9038 8.4261611 333.0735 505.1879
## 2412 7.519227 210.38479 16897.3070 6.5686579 344.7037 315.5204
## 2413 7.446226 241.57386 13312.4461 4.5329790 333.0735 529.4591
## 2414 7.753936 220.09828 17169.5844 7.9840392 344.1219 385.0450
## 2415 9.159660 195.42332 16679.3352 10.1104622 301.7464 404.6591
## 2416 7.496991 246.86358 22631.6577 3.4408801 297.1324 357.4985
## 2417 7.542300 230.15054 18877.4939 4.3447069 278.2504 447.2594
## 2418 7.159053 161.47871 25591.8410 10.1895280 367.5964 330.5505
## 2419 7.036752 116.90548 27151.3129 10.1853482 333.0735 372.0023
## 2420 5.844674 147.17980 13615.1098 8.8811118 394.6584 533.0402
## 2421 7.036752 201.82785 35418.7350 8.2559711 267.1580 447.2814
## 2422 5.258415 210.92949 29228.3347 3.8339018 341.6407 363.5708
## 2423 7.420641 212.73559 18463.7221 6.7279189 355.9715 523.6027
## 2424 7.074251 208.92037 16739.2666 7.8614695 333.0735 518.9772
## 2425 8.189214 156.32846 18432.4765 12.2463941 370.1214 288.3515
## 2426 7.744131 185.56762 30586.5927 8.0407602 333.0735 314.4258
## 2427 8.289858 222.48393 23884.1315 5.5332083 354.9593 514.7331
## 2428 8.025220 213.51972 15457.4987 7.6695400 318.1144 376.3144
## 2429 8.848927 262.59833 24417.8613 5.3990126 267.1580 493.8555
## 2430 6.438422 202.53784 26448.2451 5.7759329 322.4518 567.2017
## 2431 7.036752 179.79621 17029.5349 7.0189900 371.6756 404.6721
## 2432 8.205551 204.66583 17414.5206 6.8396225 276.7701 346.5407
## 2433 8.310374 201.65167 23260.4720 9.3456213 333.2714 292.3158
## 2434 7.036752 240.03628 23103.6535 8.6430887 339.1589 487.4346
## 2435 7.833971 240.83253 25694.8737 4.3005093 301.7604 442.7414
## 2436 8.142660 220.63097 20111.2260 7.4468771 354.8971 366.8025
## 2437 5.896432 165.13566 23022.1689 7.5368057 356.7562 401.7409
## 2438 7.036752 228.10946 15617.4586 6.3265340 326.5049 402.6007
## 2439 4.310702 138.43189 11842.7578 5.6074501 364.4585 426.3696
## 2440 7.895769 168.72405 28723.6176 9.3414752 353.9762 517.4367
## 2441 6.862995 184.48066 11579.1134 6.1494939 364.1102 556.9563
## 2442 6.304769 213.65618 30168.6066 5.2107804 333.0735 339.1166
## 2443 6.578681 203.40882 22374.8249 6.2489294 399.6172 547.7021
## 2444 8.967244 266.47874 34446.7823 4.9095729 333.0735 343.2656
## 2445 7.036752 166.40497 14202.1938 9.0067957 370.5385 493.4402
## 2446 7.423088 210.04620 31073.0313 6.3747090 312.1032 460.8942
## 2447 9.166758 184.55743 21736.9818 12.2271753 304.5285 317.5834
## 2448 8.468694 151.95430 19148.2247 11.9304480 390.8074 374.9947
## 2449 6.486153 224.80946 26807.1195 3.2679841 319.0744 382.8798
## 2450 4.439096 190.15345 20864.3405 2.3866535 333.0735 515.6312
## 2451 7.792784 187.91248 21093.9322 10.5855014 390.4091 463.0194
## 2452 7.205218 188.91131 31315.6144 8.3230406 333.0735 398.9189
## 2453 6.569054 208.73145 29123.7083 6.7651179 327.6975 308.0861
## 2454 7.036752 182.25781 17540.7425 8.4224759 333.0735 305.8275
## 2455 4.291688 124.00735 18038.4744 8.6032965 333.0735 548.5745
## 2456 7.036752 176.41364 12674.6728 8.9884770 354.7681 344.4204
## 2457 4.921094 162.30059 14126.5905 6.4068144 357.8159 337.7731
## 2458 6.727185 197.43922 26012.4888 6.9520080 346.6287 473.3301
## 2459 5.757089 148.98915 32415.7336 9.1785605 319.2229 407.7417
## 2460 5.842359 217.32480 29644.8136 4.1791080 328.5039 310.7712
## 2461 8.848103 248.56774 19793.9719 9.6811543 323.3517 411.1474
## 2462 5.866251 146.86568 19679.0627 4.8684800 320.0124 414.4270
## 2463 6.020995 178.50030 13095.1492 7.9448025 333.0735 437.2990
## 2464 7.529930 171.81420 27062.0659 5.0295685 378.2418 325.0998
## 2465 6.649705 190.53195 16191.4261 5.2549593 333.0735 564.2032
## 2466 5.097786 182.81902 23590.3137 9.1287977 326.3349 445.5626
## 2467 6.483995 180.44505 29032.7811 7.3017355 326.3001 374.6757
## 2468 7.036752 253.14965 12037.7704 4.3843577 325.4132 422.3893
## 2469 5.669699 199.66264 9544.8627 8.8082469 343.4855 378.1204
## 2470 8.127710 203.07031 13227.0524 6.3109024 362.2757 409.7422
## 2471 9.106917 209.60962 16879.5248 2.1026910 333.0735 294.3101
## 2472 7.575758 203.88437 20855.2723 8.1093119 334.0274 532.3112
## 2473 8.246369 207.17217 31080.4321 6.0963600 332.7662 369.0292
## 2474 3.889107 126.74810 16829.3930 10.5973948 333.0735 456.2332
## 2475 4.964070 168.28336 17694.5748 9.7253213 333.6395 353.0699
## 2476 4.991397 141.62240 44499.7287 8.2609284 335.5098 534.7115
## 2477 5.045626 179.70250 22557.6036 10.1203340 296.4252 450.2957
## 2478 7.036752 206.26342 18221.0853 6.2371351 352.1592 547.3253
## 2479 10.258615 256.20198 43536.0209 4.0476205 333.0735 433.4760
## 2480 5.775331 169.72817 14710.7228 7.2618108 359.2670 535.6526
## 2481 9.012100 268.67930 13064.4506 7.6256408 358.3368 549.8271
## 2482 4.031610 145.48324 15105.3731 8.1808134 333.7109 342.9790
## 2483 7.882124 235.46640 5477.3472 6.4760569 333.0735 443.8947
## 2484 8.759489 219.92139 33364.9181 5.6870723 324.0385 443.5480
## 2485 6.653650 172.58451 34816.4445 8.2893067 293.6110 389.4711
## 2486 7.036752 179.96235 22060.1869 8.2964974 333.0735 386.4176
## 2487 4.473882 120.10191 30013.7007 6.3693709 333.0735 433.7444
## 2488 9.349470 252.14850 13137.4908 6.1738231 320.3240 349.8161
## 2489 6.862936 220.14789 23580.6573 6.6115434 285.1922 325.7217
## 2490 8.261406 208.18809 24870.8259 4.9250154 333.0735 441.0526
## 2491 8.860324 233.62515 19550.2997 6.5190629 333.0735 285.4124
## 2492 7.496511 207.13733 39423.6661 8.4941154 325.4040 569.5692
## 2493 10.164173 243.60651 16522.7157 3.9921714 310.8451 487.6981
## 2494 7.036752 167.46619 11532.2232 7.7097105 361.0093 625.3468
## 2495 6.039823 164.02634 9943.6376 7.7233046 350.7563 374.7947
## 2496 7.036752 183.48884 12675.9390 9.7778074 319.8706 482.4450
## 2497 6.057905 149.12279 23603.5019 6.5370282 302.6986 393.2935
## 2498 8.005016 187.23053 49341.4213 4.3393102 300.6971 437.3255
## 2499 7.036752 193.46242 18519.1625 8.0218035 333.0735 374.3179
## 2500 7.038348 199.59794 23951.1060 8.2299928 320.4838 419.6622
## 2501 7.036752 202.56947 22256.9504 6.9135005 304.9515 434.1984
## 2502 8.237092 212.81856 24414.9735 5.4139779 333.0735 445.5559
## 2503 6.574084 186.94421 22723.8100 6.2122647 330.7897 385.0190
## 2504 7.338108 188.85417 30042.9285 7.4676238 309.6146 465.4999
## 2505 4.851104 146.62724 20227.6438 6.3405341 368.9412 346.5203
## 2506 6.917920 223.33296 17862.1427 7.9958901 299.4028 428.9480
## 2507 6.709336 226.42759 8238.2900 7.6924130 289.9214 284.7745
## 2508 6.894051 170.57130 17475.4677 5.1947839 363.3088 641.5861
## 2509 9.864727 278.08145 12978.1971 6.9085720 319.3820 486.6379
## 2510 7.036752 210.20492 26894.1449 4.3127620 329.1464 344.5152
## 2511 8.039697 233.85622 8201.3621 8.2930180 333.0735 461.2098
## 2512 9.824706 218.01953 15120.9247 3.1248326 333.0735 498.9335
## 2513 10.258615 283.89586 15177.2182 4.6565377 334.1808 420.6076
## 2514 9.831402 263.63272 13345.3691 6.5669286 295.7742 462.4397
## 2515 6.528479 176.93968 18533.3378 6.0832679 336.2964 491.4779
## 2516 4.091411 146.78994 24252.4588 7.2549808 282.6935 482.2944
## 2517 7.036752 197.71218 12962.3897 6.4765839 362.7220 503.8430
## 2518 7.036752 232.86439 32600.4294 6.7026716 343.5987 447.3947
## 2519 7.036752 192.61766 36520.6587 7.4589699 333.0735 474.1479
## 2520 6.175165 193.28260 32875.1921 10.8966628 337.5062 414.9020
## 2521 8.736126 257.23133 12726.2986 10.3265576 356.4154 506.3759
## 2522 8.240946 245.09082 18001.4592 9.3674194 350.6150 344.0569
## 2523 9.152285 229.54041 24560.7006 7.0423264 372.6945 395.4044
## 2524 7.036752 208.83771 11609.9972 6.4452801 333.0735 407.0174
## 2525 6.317577 143.29996 22577.8189 5.6900783 338.8972 573.8147
## 2526 5.692124 165.90628 22396.2092 6.6826915 309.1216 530.0725
## 2527 7.036752 201.83372 29508.4928 3.9296239 325.0612 428.6614
## 2528 7.036752 139.95535 31421.1445 6.6277049 346.4412 378.7711
## 2529 7.191494 175.46078 34933.7844 5.4275327 332.1960 411.3021
## 2530 7.381109 188.31438 12320.5123 5.4935142 343.2396 475.3019
## 2531 6.172517 187.78702 10498.6352 7.7225610 322.5210 467.0904
## 2532 9.076318 215.91272 14153.6434 5.0200269 333.4992 311.7970
## 2533 8.854120 222.96520 19258.8031 5.6960639 395.7285 467.0884
## 2534 6.768060 179.80599 23793.0314 5.3320991 333.1982 461.5304
## 2535 7.036752 207.05911 30573.0663 4.4381966 341.8857 393.5133
## 2536 8.543217 183.90786 33037.3534 2.7267656 358.5565 631.4986
## 2537 9.564853 251.80667 17156.3367 6.2531797 346.7052 410.3224
## 2538 5.499788 150.07609 43195.4737 6.5705961 322.5166 287.2861
## 2539 5.195921 175.15716 33473.1125 8.4074500 319.2536 484.2799
## 2540 7.283914 197.60213 23112.5044 9.5028094 332.3320 449.3617
## 2541 5.872440 185.40398 14343.4232 9.6902131 333.5646 409.1135
## 2542 5.735724 158.31874 25363.0166 7.7286013 377.5433 568.3047
## 2543 6.158424 176.03145 26369.0266 9.7712115 347.8937 453.7060
## 2544 7.294364 191.77362 41569.9520 5.3111120 321.3206 342.5014
## 2545 7.054267 212.42912 7450.0744 8.7271101 333.0735 396.0528
## 2546 7.036752 199.94222 25973.3266 6.4909940 336.0407 344.9704
## 2547 3.889107 142.27208 23257.2088 8.2792754 293.1608 391.8413
## 2548 5.665266 162.89008 31883.0103 8.3124841 350.6817 550.8176
## 2549 8.310939 245.71961 7929.5047 8.8323899 373.4635 348.6185
## 2550 7.096098 206.82782 24548.5983 5.3798606 333.0735 365.4008
## 2551 7.957114 199.10750 20425.7665 8.1719948 380.0782 333.1565
## 2552 7.400239 218.82481 8136.0716 6.2863578 310.7612 518.7328
## 2553 9.734620 244.92867 18976.2331 4.7459703 330.6358 383.9475
## 2554 8.037761 199.21397 40368.4206 7.3074110 333.0735 293.8335
## 2555 7.036752 250.57268 24538.4373 7.2876048 345.1100 426.1037
## 2556 5.681811 151.08594 26373.4954 5.6515888 333.0735 468.4726
## 2557 8.394510 224.34715 23961.5045 4.7243731 337.4063 476.5795
## 2558 8.528292 227.68621 27352.3434 7.6763232 349.9957 388.1378
## 2559 6.238054 178.29805 21919.5934 7.0853770 335.8584 287.5729
## 2560 5.870616 186.17838 18909.8460 8.4942352 328.7473 427.1825
## 2561 6.433726 176.85712 26755.7188 6.5334689 316.5415 505.1220
## 2562 6.069364 200.91626 9323.2183 9.3875223 325.4670 450.4414
## 2563 6.660462 229.33933 9632.7310 11.2993902 326.1570 439.1213
## 2564 7.506111 188.22181 31920.5847 5.7143117 334.2433 436.3970
## 2565 5.895146 192.04137 14704.9062 7.9057687 305.8077 429.7662
## 2566 6.449237 218.90729 12812.5571 10.9086867 333.0735 421.2968
## 2567 8.550525 209.68247 22377.2729 2.6544910 322.1560 413.6736
## 2568 7.122637 183.40265 31295.9024 4.4250262 333.0735 411.6161
## 2569 8.558663 214.10732 38767.7564 6.6080998 310.0150 382.6223
## 2570 4.624304 121.03632 22981.7494 8.2970741 372.0374 260.5662
## 2571 7.036752 143.09910 19290.5681 6.0843248 370.8696 486.0593
## 2572 6.091383 192.12105 17279.9622 8.9270432 333.0735 413.2483
## 2573 9.658662 240.34882 20269.7313 7.0507288 374.1817 567.7843
## 2574 8.115625 200.09901 15513.0126 6.0461106 333.0735 421.0603
## 2575 7.036752 209.16452 7845.4729 7.6691323 400.3224 421.6252
## 2576 6.914868 206.24994 10343.3788 7.7712057 324.3832 521.3207
## 2577 7.337924 188.79930 24266.5179 6.8448503 326.2547 500.3865
## 2578 7.766114 212.31767 24145.3858 7.9258868 364.0814 464.1086
## 2579 8.433975 240.07793 10823.3004 8.4189582 317.3014 426.1753
## 2580 6.891549 184.07463 13376.6805 6.8664346 333.8025 508.6811
## 2581 5.946161 190.55157 12767.6562 8.9397481 323.7428 499.9375
## 2582 6.363836 207.42244 9844.7023 9.7659208 320.6307 466.5925
## 2583 5.331799 149.95505 19693.9068 7.1461397 336.0119 285.9980
## 2584 7.036752 232.60015 10634.0590 7.5581620 334.0500 542.2114
## 2585 8.466013 224.17494 22523.1246 6.6688681 286.9439 330.0447
## 2586 7.426274 192.14525 36990.9560 5.1011584 333.0735 590.5072
## 2587 10.258615 237.58267 21871.7852 3.0743161 333.0735 374.0217
## 2588 5.708517 187.08176 12193.6113 8.2885049 351.5733 577.4028
## 2589 6.559628 152.11521 22624.0342 7.7611083 387.5188 393.8204
## 2590 5.606315 190.33527 12308.2338 8.5487542 311.6802 399.6065
## 2591 7.036752 183.21990 20311.4025 6.7908974 381.4590 344.9671
## 2592 7.036752 187.01919 28988.7023 5.5880128 333.2190 478.7731
## 2593 7.036752 223.89041 8722.1530 8.5694512 333.0735 375.1423
## 2594 7.539338 227.31613 12610.9363 9.5075846 345.1392 343.2427
## 2595 8.849703 197.77905 20129.3588 5.1824357 329.5021 356.4767
## 2596 7.682762 211.66385 12723.3421 6.6723410 380.9456 360.1074
## 2597 7.036752 172.96820 24445.9875 7.0326426 333.0735 571.6289
## 2598 6.448191 181.58989 18460.6789 8.7278665 333.0735 353.6043
## 2599 10.199413 256.70434 28703.7511 7.9405952 326.4627 552.1622
## 2600 7.766187 223.05783 14945.2957 6.0268166 333.0735 482.4062
## 2601 7.036752 191.30136 17540.5766 8.7797263 333.0735 323.8121
## 2602 9.756578 244.46134 17940.0991 7.1490529 333.0735 337.7136
## 2603 7.036752 159.39940 61227.1960 3.7135936 312.9763 377.0680
## 2604 6.406798 182.88514 17851.0640 7.4627579 332.4867 398.7797
## 2605 7.036752 253.05439 28864.9103 8.5243710 364.7495 479.6998
## 2606 8.445219 228.52286 28966.5693 6.1798552 333.0735 361.7054
## 2607 4.137045 116.33828 17101.9516 8.6522105 322.8923 360.6481
## 2608 7.675914 233.30076 23673.1006 8.4074971 333.0735 232.6136
## 2609 7.036752 243.68256 20976.7918 6.5022573 350.4499 487.5565
## 2610 5.701101 170.49631 17121.5059 9.5360114 374.7759 378.8739
## 2611 6.376576 177.50999 41243.0380 6.6699203 333.0735 486.8061
## 2612 5.517737 190.66993 17638.3225 10.5258578 333.0735 461.9290
## 2613 3.889107 131.39625 19639.7960 7.7535024 305.3829 456.5123
## 2614 7.558076 253.84090 16642.8842 11.2243946 333.0735 555.9330
## 2615 7.387434 214.29303 11694.6353 9.2736795 375.5056 356.8059
## 2616 7.763415 193.72112 20019.2612 8.3443910 373.5978 375.0729
## 2617 7.036752 205.55185 24820.4931 7.2268779 329.4044 386.3075
## 2618 7.509350 192.46795 17045.6001 8.8158446 346.7418 266.3577
## 2619 7.036752 119.88581 22331.2379 8.0515380 351.1614 472.0641
## 2620 5.057271 155.48772 19003.9639 6.2508935 305.8498 518.1018
## 2621 5.830542 165.46702 30021.2571 8.4330966 334.3978 494.1545
## 2622 5.859690 163.49689 19231.0333 6.5416815 339.3715 468.3770
## 2623 8.891674 184.86961 41801.4418 3.4095758 337.0471 461.0768
## 2624 10.154219 244.20938 24755.9603 4.7113504 299.7975 387.5894
## 2625 7.036752 227.43266 32102.1907 3.6468475 321.6711 433.2765
## 2626 7.683157 221.57535 25475.8848 9.9149656 333.0735 372.8039
## 2627 7.455541 225.31415 16242.0603 8.2041021 350.1081 331.6738
## 2628 7.036752 217.94498 37820.0473 8.2993393 333.0735 367.5701
## 2629 4.811832 150.45128 27547.8071 7.5695437 296.0022 521.5616
## 2630 5.720136 182.44016 13463.8524 8.2539665 333.0735 401.5095
## 2631 9.961503 276.69976 18743.2225 9.1607396 361.2212 457.5516
## 2632 3.889107 120.78545 13691.0950 6.8359514 328.2403 261.4352
## 2633 10.188433 286.56799 7105.8007 9.8405404 321.6861 437.8795
## 2634 6.262907 185.98265 5157.0536 7.8043908 338.1954 570.2883
## 2635 7.399811 229.77626 28630.9544 8.7117057 302.3158 437.3669
## 2636 9.271669 256.27339 26912.2284 5.7667802 274.6461 467.7523
## 2637 4.704184 169.94391 7028.8396 8.9870427 317.8298 289.5375
## 2638 8.654793 218.17266 14799.3115 6.1640486 366.1480 416.8703
## 2639 8.018772 228.11146 27405.3162 6.4913603 333.0735 494.6204
## 2640 8.189363 229.60850 13197.5668 6.0079562 334.0543 605.4657
## 2641 9.341092 230.43006 18254.1107 6.1139739 333.0735 294.5828
## 2642 7.036752 228.25199 18593.2226 5.9052070 333.0735 475.2957
## 2643 4.891960 153.50623 9559.5474 7.8470665 349.8244 496.8728
## 2644 6.056818 211.76589 4440.2774 9.5073033 333.0735 316.9218
## 2645 5.655117 146.76202 19271.9031 6.3914389 316.4956 469.8950
## 2646 7.890263 164.70803 17645.0653 7.1413596 333.0735 634.1181
## 2647 10.258615 298.09868 17083.1751 5.8789925 333.0735 400.3308
## 2648 8.811472 270.20955 12138.4230 10.5205550 360.2956 437.5154
## 2649 4.126581 113.02447 40528.8054 6.4899512 333.0735 392.1091
## 2650 5.735359 149.17169 28628.1519 5.0730740 333.0735 465.5549
## 2651 8.000776 237.51925 18419.1329 8.3233299 308.0063 396.3766
## 2652 8.775047 191.52687 21768.6407 4.7510045 387.2456 435.5234
## 2653 8.303831 222.95004 26030.6185 7.1089737 333.0735 368.2845
## 2654 5.082241 191.76705 17739.1990 9.1117219 309.7875 413.1586
## 2655 5.813546 184.03178 10112.2073 6.5369922 309.4512 441.5940
## 2656 3.889107 141.30031 16017.6119 8.2147136 333.0735 580.8708
## 2657 5.913375 148.60794 14467.7859 6.1590951 333.0735 427.0410
## 2658 6.783024 236.27887 8213.7722 9.3328612 333.0735 501.0185
## 2659 6.836060 205.66772 18321.3275 6.7128542 297.8372 494.4842
## 2660 4.884388 136.55778 28392.4250 8.4404000 333.0735 386.1040
## 2661 8.331553 238.99241 11635.7721 3.9232393 276.4023 406.2451
## 2662 7.819659 225.10684 16403.9524 7.0933103 313.1681 413.2089
## 2663 5.428357 167.01738 24930.1988 7.9670858 334.0870 400.3934
## 2664 4.556657 156.42294 14400.7186 9.4612851 333.0735 483.7457
## 2665 7.333003 189.44796 32358.5386 6.3463782 341.3464 490.6253
## 2666 7.114387 196.53396 27022.7085 6.1767863 333.0735 497.5236
## 2667 6.376950 170.22708 16079.3612 5.4338025 331.8569 311.7729
## 2668 9.338235 248.37602 17416.8018 6.6658733 342.7208 505.6774
## 2669 7.036752 130.55856 17429.5850 6.3176544 322.0596 524.6456
## 2670 8.933878 278.23175 14179.6227 8.1282624 318.3565 335.2405
## 2671 10.258615 274.96878 21558.3087 6.1128191 350.3637 331.1205
## 2672 6.838817 196.19621 11877.2367 9.6246994 365.3488 363.8035
## 2673 5.600877 183.57378 20411.6644 9.7537662 336.4048 368.3600
## 2674 6.102533 179.39723 24196.2644 7.1553438 321.4421 525.9001
## 2675 6.490923 189.03159 30453.6232 6.0601189 297.5128 476.9167
## 2676 8.506979 197.74514 20098.1995 6.4565558 344.1273 555.9198
## 2677 7.413288 196.45230 17465.3456 6.3091958 355.1648 300.9335
## 2678 7.036752 252.40456 20197.2477 2.5622555 350.5478 454.9698
## 2679 7.586236 190.89022 16409.9366 5.7390254 333.0735 402.7995
## 2680 7.103348 249.58936 4425.4264 8.2117623 293.0787 268.4409
## 2681 6.153496 163.20555 48175.8521 7.1538034 299.5668 344.7170
## 2682 3.889107 129.86397 11684.1116 9.9748079 301.4297 503.9104
## 2683 7.514836 215.43952 17017.4300 7.4170410 335.6525 483.6580
## 2684 7.445189 225.39779 24741.5350 9.2484992 333.0735 402.1156
## 2685 4.835298 136.29504 23031.2158 5.5601795 358.9331 567.4637
## 2686 8.376280 248.13286 27824.1905 7.1005234 343.0580 433.4499
## 2687 7.945909 213.06641 16769.8906 4.7453405 292.4192 478.1667
## 2688 8.727779 202.41950 25521.8892 3.8302384 326.9079 461.9588
## 2689 6.089431 207.26713 11339.1660 8.8883474 317.2791 531.7690
## 2690 7.172323 191.38942 14702.0591 6.5571048 313.8663 525.0310
## 2691 8.332953 236.53240 18881.7952 4.2756930 333.0735 384.7292
## 2692 7.036752 231.97330 21460.8382 8.6734831 360.6722 375.0821
## 2693 4.563371 152.90756 13490.6082 7.4999168 338.5849 524.1080
## 2694 7.036752 181.08066 30050.4395 7.9756309 360.0869 378.1542
## 2695 3.889107 173.67770 22581.2245 12.6533620 289.1268 599.7292
## 2696 7.036752 169.35593 23133.6623 8.2478276 337.0479 330.3553
## 2697 7.889080 208.40237 24974.6928 7.2962819 333.0735 453.1670
## 2698 5.525769 188.15598 16113.0106 8.3069263 333.0735 363.4719
## 2699 4.858056 159.69555 32886.5289 7.6893046 333.0735 337.3880
## 2700 3.889107 145.49231 7408.9762 11.9960151 336.6878 433.7097
## 2701 7.117579 186.19968 31528.9487 6.3870372 335.3489 380.5783
## 2702 7.822257 200.00279 22411.0069 5.2835936 343.0804 593.4836
## 2703 4.334058 155.82935 13351.4138 8.6039268 321.7870 387.5218
## 2704 7.036752 214.03531 10039.5384 10.1301250 383.7543 487.4216
## 2705 8.839584 246.06648 21179.7626 7.7176623 343.0474 753.3426
## 2706 5.290667 160.43203 9265.1049 9.2720663 358.5471 464.5733
## 2707 7.873272 182.64666 25337.1230 3.7150654 362.4846 315.1899
## 2708 7.148441 173.27282 30656.1631 4.7378256 333.0735 525.8848
## 2709 6.453605 175.47934 25257.6493 7.6265296 267.1580 376.5249
## 2710 7.036752 189.82342 20278.3383 6.7999401 333.0735 314.8342
## 2711 5.654119 171.75155 16431.2049 7.2834542 387.9046 419.0973
## 2712 7.650683 239.49015 15326.9250 8.9278964 373.4363 425.3364
## 2713 6.418203 173.44621 19617.3085 7.3964721 321.8653 391.6675
## 2714 6.848000 199.77681 26296.9483 7.3391733 354.2506 397.5365
## 2715 6.991685 152.97622 20389.5938 2.6483899 331.2529 460.1462
## 2716 5.924799 111.47858 15413.8962 6.9000299 347.8618 277.5881
## 2717 7.526680 192.16710 38468.4136 6.6163675 290.6417 449.3175
## 2718 7.036752 233.06343 36640.3714 10.0002178 400.3224 337.6644
## 2719 5.324641 142.80698 728.7508 8.4033164 333.0735 496.9976
## 2720 9.038326 227.35766 34353.8397 5.5732773 267.1580 421.6645
## 2721 5.945989 151.68580 12356.9056 7.8941203 342.0291 471.1221
## 2722 6.195087 195.44316 19331.1940 9.1125582 342.8718 425.5029
## 2723 9.062822 246.62970 27959.9262 5.6499706 308.7808 434.3954
## 2724 7.137429 210.50275 17506.6088 7.3049282 301.6420 304.2395
## 2725 6.232011 208.66817 12149.6967 8.5600393 333.0735 325.3447
## 2726 7.780869 221.84449 40483.7304 6.1460984 302.3297 563.7200
## 2727 7.150046 238.79823 14708.4742 8.6067743 400.3224 365.7391
## 2728 4.574125 134.20129 22520.4186 8.1918271 400.3224 372.2001
## 2729 6.179312 159.77326 21532.5192 8.0633346 272.4408 509.7721
## 2730 5.566328 153.77551 14574.6611 8.0115497 333.0735 388.0504
## 2731 7.036752 160.09509 26561.5695 7.1870217 322.0905 372.6235
## 2732 7.185168 209.68314 24909.7831 6.6910696 333.0735 501.7854
## 2733 7.036752 160.91581 13943.2450 8.3997300 380.7685 344.1542
## 2734 6.990453 225.92345 17679.3511 7.2488667 377.8680 527.2058
## 2735 5.810742 151.87617 25419.5517 7.8741665 313.3648 494.1530
## 2736 7.444166 211.44632 20003.4977 7.2383015 333.0735 524.6452
## 2737 4.374878 144.23718 17384.2572 8.8984362 333.0735 402.2712
## 2738 6.602540 174.63298 21607.4832 6.5813272 308.9314 657.5704
## 2739 6.857494 233.21058 22603.6495 6.6270590 368.1058 412.4347
## 2740 7.036752 176.77219 19486.1911 7.9601329 400.3224 276.5886
## 2741 6.789821 197.30001 22527.6812 5.1669423 399.9818 422.4820
## 2742 8.560349 244.79671 14254.6613 7.4539002 315.9711 500.5866
## 2743 7.036752 113.17596 9943.9298 6.3371379 354.2976 415.3383
## 2744 8.277058 242.55925 12715.8143 5.1287325 371.3027 561.7612
## 2745 7.036752 157.78155 13711.7233 6.1339351 333.0735 289.7467
## 2746 6.921257 158.29206 31177.1334 6.9789933 333.0735 531.6574
## 2747 5.636924 159.13941 27283.7807 6.9187265 328.9073 317.8310
## 2748 6.607503 231.56580 26420.8096 9.5778203 400.3224 443.3158
## 2749 4.951414 153.21215 20117.3591 8.9855718 391.0690 418.3302
## 2750 5.913133 184.39316 40847.7602 7.0418278 331.9600 563.4100
## 2751 7.036752 232.46873 15873.0344 6.3654688 313.2636 365.6265
## 2752 5.796237 156.34709 15671.1193 8.4088316 333.0735 571.6137
## 2753 5.039673 154.41833 23027.5498 7.7598434 400.3224 490.3328
## 2754 6.163519 185.79032 37282.5225 8.2408318 333.0735 411.1836
## 2755 6.339143 167.41971 16364.1594 8.0959914 312.3941 372.5116
## 2756 7.610673 193.66187 20511.6208 6.6543318 333.0735 394.5954
## 2757 5.782079 200.40479 25366.1207 9.2700662 333.0735 525.5330
## 2758 6.451504 179.52893 7990.8915 6.1968765 377.2698 386.5418
## 2759 7.036752 179.57809 47591.2832 8.0973017 333.0735 548.8705
## 2760 6.920449 196.31940 39251.1821 8.4937843 317.3823 487.5044
## 2761 6.549188 212.92214 19236.0125 7.9601900 333.0735 424.3980
## 2762 6.393231 185.83616 17258.1140 7.3299989 330.1321 326.4271
## 2763 6.100245 160.60823 13886.8097 7.5427753 366.6888 449.9483
## 2764 6.359431 208.20302 23347.1727 9.0003955 333.0735 336.5856
## 2765 6.272475 190.20071 14642.2055 9.7345125 399.0529 448.5683
## 2766 7.036752 161.25033 23469.2209 8.3928321 333.0735 448.7880
## 2767 7.493844 197.33129 26678.3929 7.1984346 269.8923 375.5031
## 2768 7.635265 205.06763 17796.3746 7.1567379 306.8003 370.5610
## 2769 9.097617 263.82412 38413.0571 7.6343621 274.9590 437.2635
## 2770 8.040144 224.86348 6879.7647 8.1369306 400.3224 360.9577
## 2771 7.296909 149.07950 15931.4292 6.5500963 276.0133 367.9048
## 2772 8.226808 191.27868 16472.1923 6.8639271 333.0735 354.9262
## 2773 8.014183 244.12010 30566.7675 7.7144466 307.9875 309.9304
## 2774 9.252893 236.09879 12855.3462 5.7849758 276.2863 329.9228
## 2775 7.288113 216.61247 18979.9817 7.6685104 358.9786 384.6950
## 2776 4.865444 114.46390 32858.4831 7.4730702 365.3011 533.3032
## 2777 4.762829 153.29702 22777.5321 6.8417207 333.0735 522.7362
## 2778 5.141507 111.99403 11288.6347 5.8417499 389.2257 315.2297
## 2779 4.886380 159.31797 38633.3052 8.3701793 375.8992 448.0509
## 2780 9.454119 224.81713 21379.9639 5.4076917 267.1580 431.6130
## 2781 7.000523 219.44264 26012.1303 6.2808868 395.2413 483.3199
## 2782 8.323982 262.21859 21292.8288 7.0769440 350.3257 538.7923
## 2783 6.643159 188.91354 32873.8200 6.7915094 333.8488 336.5615
## 2784 7.036752 208.20453 17835.3090 8.9303300 351.2150 278.2606
## 2785 6.758656 190.33728 20666.4532 6.7836602 333.0735 484.6087
## 2786 8.628893 186.63771 13688.0743 6.2890361 267.1580 392.7069
## 2787 9.794718 254.42507 12490.5583 5.9924804 291.1973 576.0461
## 2788 5.376078 185.54048 36026.4016 9.6499434 343.4866 347.5651
## 2789 5.603326 207.89719 36873.5580 7.6313458 400.3224 511.4375
## 2790 8.592418 228.67604 33013.4798 8.1723563 333.0735 328.5584
## 2791 7.266781 178.25771 27468.6817 6.0439593 314.3906 400.6250
## 2792 8.064653 214.81668 27172.8936 6.3691754 267.1580 490.2804
## 2793 7.036752 222.26872 18406.5942 8.1839883 333.0735 395.4488
## 2794 6.336457 185.68000 25927.2654 8.1993185 321.8177 490.9724
## 2795 6.166348 210.08656 37922.9056 6.7602207 333.0735 217.3583
## 2796 4.533399 169.73522 30301.8567 7.0749067 400.3224 385.6561
## 2797 8.951652 205.89235 15189.3278 3.0160326 283.8677 406.3092
## 2798 7.210774 163.04728 14230.4191 7.3529406 324.0957 441.5241
## 2799 4.238283 134.88951 29344.8445 8.1808742 351.2374 402.4272
## 2800 8.264091 216.55189 23556.9343 5.8306853 333.5005 450.8575
## 2801 7.893313 220.34832 14444.2896 8.0374000 300.1522 339.0661
## 2802 4.855588 145.79037 14905.2559 9.8296747 392.6675 459.2880
## 2803 5.230454 152.09417 24790.7246 6.3087295 388.9981 307.9181
## 2804 7.017295 170.13245 20169.3442 5.2162801 378.2270 512.7684
## 2805 4.941972 166.71044 19806.4113 8.0318649 400.3224 352.0391
## 2806 9.638222 226.47022 30739.6891 6.8494013 333.0735 278.2514
## 2807 7.337400 176.75350 18543.4994 7.1270778 278.3612 427.9307
## 2808 7.036752 241.06693 22656.7146 7.2938228 333.0735 315.6043
## 2809 7.036752 181.63015 22665.1385 7.2210679 333.0735 521.8735
## 2810 8.257597 208.40417 20109.0263 6.2305818 267.1580 528.0687
## 2811 8.315268 229.75745 15077.8503 7.0535033 333.0735 446.9549
## 2812 7.036752 114.73355 13677.9940 9.9812005 400.3224 524.0004
## 2813 7.171594 250.22530 22431.0270 7.6976749 333.0735 462.7670
## 2814 6.941279 180.81772 15433.1348 7.1401220 325.5159 480.8785
## 2815 7.036752 256.93638 13766.3308 5.0838659 290.3110 384.9065
## 2816 6.888548 179.63248 30722.2982 6.5793281 284.8857 393.4932
## 2817 6.833111 178.65807 31461.1968 7.9428572 302.5354 415.0974
## 2818 8.247958 195.53954 28327.1673 5.3782860 281.2299 588.6992
## 2819 8.922380 278.61945 21963.4760 8.1056385 334.0537 385.8748
## 2820 7.356057 234.78230 31409.0640 7.3955297 283.5096 428.7531
## 2821 7.036752 168.40952 26148.5379 9.0304399 400.3224 445.3459
## 2822 9.752703 269.64038 10194.3254 7.9780440 298.0825 580.0035
## 2823 6.844142 184.39304 41408.1148 6.4599873 333.0735 398.0468
## 2824 6.910765 242.09134 7764.4380 8.0458698 400.3224 487.9323
## 2825 8.801846 205.40783 13121.1719 6.7017666 267.1580 399.2836
## 2826 6.283104 236.82321 26188.1622 9.3643612 328.5035 470.8216
## 2827 6.354038 227.23290 16174.4337 7.5674186 400.3224 355.5273
## 2828 5.928767 192.04842 19240.0582 8.9868627 400.1642 459.2610
## 2829 6.823642 170.32817 14053.2207 8.1206314 333.0735 544.0111
## 2830 7.342231 198.16880 35273.9762 5.2688072 300.4059 448.1517
## 2831 7.146020 195.92210 22445.1733 6.6520355 333.0735 484.4430
## 2832 5.089388 147.99527 39659.8769 8.4248778 333.0735 498.7009
## 2833 8.594217 228.16090 29706.2342 5.9244600 267.1580 517.8447
## 2834 8.149437 220.20373 23978.1077 7.3841261 360.4140 461.8045
## 2835 9.271579 274.02139 38886.3877 8.0459913 267.1580 504.6168
## 2836 7.021617 203.20120 12352.8111 6.8457440 380.8041 435.6744
## 2837 7.833361 249.34005 13394.7316 8.3416698 393.1379 443.6291
## 2838 6.643734 202.41364 14110.9210 8.7541100 340.9756 291.0847
## 2839 6.761414 216.53250 32156.8194 8.7230642 343.6011 526.3252
## 2840 7.243482 196.98238 29772.0193 6.4972008 333.0735 322.3652
## 2841 7.990658 211.28634 26951.8626 7.5107757 333.0735 638.0002
## 2842 7.612517 225.49279 14812.9706 7.9825952 356.6902 341.0749
## 2843 6.080993 182.41399 31321.0824 7.6242386 318.7228 498.4541
## 2844 7.888425 269.57291 15761.8714 8.1734747 333.0735 490.8951
## 2845 6.658834 182.38956 16828.8806 7.0712992 355.8969 434.6590
## 2846 7.036752 208.30383 23495.3075 5.8003400 274.9753 465.3309
## 2847 7.222998 179.56029 21314.8698 5.8647167 333.0735 435.5739
## 2848 7.036752 194.71397 40611.7133 7.4231921 290.3323 517.6269
## 2849 6.427721 166.85024 12215.4091 7.6967514 376.2826 352.7454
## 2850 5.023381 136.97688 15040.8415 7.5880213 400.3224 454.8848
## 2851 7.036752 192.05766 25795.6936 6.1168634 318.9266 509.0628
## 2852 8.164000 195.21250 27414.8991 5.4124814 267.1580 529.6818
## 2853 7.036752 202.88243 17505.8527 7.1043658 310.5328 429.2899
## 2854 5.272156 181.73288 19015.4683 9.0130162 400.3224 390.0120
## 2855 6.903074 206.92250 17947.9881 7.0480173 333.0735 601.9852
## 2856 7.466558 212.81603 16679.6736 5.4362642 366.6013 358.9096
## 2857 7.397651 260.08338 26730.6353 8.0769954 361.1132 376.4822
## 2858 7.036752 154.92597 30037.2216 5.7965710 267.1580 311.7500
## 2859 7.036752 226.31858 18465.2650 6.0263039 358.6972 366.9263
## 2860 5.539534 200.71168 21021.4183 9.8273090 390.5542 437.3417
## 2861 7.376161 199.17016 17181.0088 6.6024517 388.0285 357.3729
## 2862 9.318614 317.33812 24497.8739 7.5974517 357.1672 476.5104
## 2863 6.701941 168.74541 17176.8789 6.3909660 330.6747 404.9307
## 2864 5.547576 182.64474 27417.9980 9.5860902 378.5261 596.6505
## 2865 9.001823 263.51419 15379.9128 6.4736738 355.0064 561.6870
## 2866 9.130769 266.74496 9929.1948 6.0119642 352.1532 542.8068
## 2867 4.077920 185.85233 9975.6013 10.7584644 333.0735 307.8776
## 2868 7.125211 209.74677 16701.5660 7.4587414 320.5009 404.7046
## 2869 10.258615 187.60679 13475.9128 6.7560548 333.0735 411.2645
## 2870 7.171224 199.16018 13163.0313 5.7625224 351.2781 436.6024
## 2871 7.036752 176.38665 26003.1633 7.8092512 358.4298 336.1420
## 2872 6.977744 166.84557 18622.4448 6.6097062 353.3399 333.9686
## 2873 6.357167 191.13551 14782.8042 6.1544479 333.0735 527.9326
## 2874 7.036752 231.30513 15629.7623 7.0180668 297.7489 406.3404
## 2875 8.339437 175.59674 12629.8530 6.9763135 333.0735 452.3375
## 2876 6.276957 178.26391 25590.6802 6.7487025 333.0735 445.1861
## 2877 10.258615 146.88304 27671.5226 7.2791372 333.0735 376.9038
## 2878 9.871791 114.37145 27912.9083 8.6602688 340.0463 490.4518
## 2879 4.317187 225.51457 27163.4579 6.8881355 325.9337 446.3413
## 2880 4.227537 201.44749 13122.3296 6.9325579 374.8435 402.6608
## 2881 4.140077 253.59984 40626.8478 7.7545326 267.1580 432.5112
## 2882 5.349997 193.80812 31795.6256 8.2178194 327.2334 431.4760
## 2883 7.578014 204.73048 19944.5731 6.1926529 333.0735 517.4831
## 2884 7.710138 174.35058 31017.2394 8.2122343 269.8598 437.5141
## 2885 8.330743 198.99580 28919.8118 7.4362137 304.2938 429.2255
## 2886 6.510972 188.88292 20081.7454 6.5596978 368.9857 367.9346
## 2887 7.036752 206.03629 8667.7202 6.3299521 353.5294 599.5460
## 2888 6.934311 228.19448 13901.6447 6.0455029 281.5521 403.2151
## 2889 8.618654 257.59588 11595.3550 6.3999333 333.0735 343.7400
## 2890 8.460964 236.83178 13158.8484 5.4782757 333.0735 547.9117
## 2891 4.004248 210.48601 32821.8501 6.8684384 333.0735 354.4395
## 2892 3.889107 196.02426 45050.0023 8.7255821 324.1462 493.2265
## 2893 3.889107 178.43292 27179.4048 6.4810189 333.0735 365.4917
## 2894 5.660736 232.74985 16488.0175 6.2629329 294.2103 385.7481
## 2895 9.396148 224.75396 25825.3870 7.3912993 301.6151 503.7937
## 2896 10.258615 152.77646 18464.9008 6.7179726 334.8641 450.8464
## 2897 7.036752 184.68840 20857.9082 6.4629458 322.6806 395.7856
## 2898 7.817901 221.08971 13742.1460 6.3737374 287.6985 460.5992
## 2899 7.036752 220.89271 7460.2473 4.9875371 333.0735 320.3548
## 2900 3.889107 228.13038 12937.2469 6.2147728 319.7341 495.3799
## 2901 6.970037 182.88859 32037.6055 7.4127654 376.9519 325.7924
## 2902 10.258615 166.74195 12887.1938 7.7019317 333.0735 589.6281
## 2903 6.588007 244.94322 23898.9745 6.7809361 273.7366 330.9148
## 2904 9.004352 222.48978 16544.8275 6.1240952 333.0735 411.1936
## 2905 7.036752 161.57889 11582.4626 6.7204733 333.0735 393.8378
## 2906 4.328283 192.16632 30592.5488 7.4258941 327.3034 543.7160
## 2907 7.417824 243.30469 320.9426 4.5986699 336.0980 361.1018
## 2908 3.889107 190.95736 28760.0068 7.9295395 333.0735 424.2128
## 2909 7.036752 239.75793 12318.4039 6.4077331 267.1580 481.9799
## 2910 7.928831 231.25222 17444.8145 6.2917980 333.0735 389.0057
## 2911 7.975330 165.71424 17182.4504 7.0021920 383.2667 363.8536
## 2912 9.504158 195.10924 19946.2647 7.4676849 300.6795 382.4730
## 2913 5.158723 119.09384 33892.2459 7.5721754 400.3224 325.2026
## 2914 3.923474 227.70554 24200.3535 7.0008754 333.0735 292.3902
## 2915 7.036752 193.46221 13852.5319 7.1457017 358.9566 480.3107
## 2916 5.849778 229.93669 27435.3066 6.5749576 277.0330 596.4032
## 2917 5.890870 184.05576 34920.0393 7.4013668 343.7916 281.5445
## 2918 5.963479 223.03164 24435.6421 6.2212920 305.9470 284.4970
## 2919 6.106760 211.45449 39430.3078 8.3168974 348.7767 389.5914
## 2920 6.898932 209.63642 15422.2209 6.8849184 293.5620 396.8112
## 2921 8.091812 200.97330 26472.6918 6.7256802 333.0735 432.1899
## 2922 7.611982 190.66280 9138.0293 5.2242563 329.5807 577.4447
## 2923 8.886979 180.56397 26062.4472 8.8089634 327.2236 378.6589
## 2924 6.532097 163.39624 8240.8127 6.6415434 400.3224 601.0330
## 2925 7.833980 203.16941 11174.2748 6.2465025 394.8908 338.2311
## 2926 10.258615 174.94286 19359.4288 6.4956193 332.4465 366.3127
## 2927 6.782869 196.18256 25366.7979 7.2003584 312.4266 435.0946
## 2928 8.288765 211.45274 11234.0415 6.3855105 360.8433 525.0886
## 2929 3.889107 221.20411 31145.1107 7.6155834 333.6778 439.1128
## 2930 7.528980 225.34099 8129.7349 6.3054723 309.2312 379.3393
## 2931 9.764658 119.16401 38781.4574 9.3346321 380.2306 512.3318
## 2932 10.191665 211.56690 13630.0473 6.5244763 297.0491 468.3714
## 2933 3.889107 260.45804 39233.0988 7.6701495 303.4021 403.2437
## 2934 7.036752 200.66193 29513.8049 7.9663002 347.5414 476.2016
## 2935 6.657794 205.54318 18844.0370 6.7342281 363.3979 555.8990
## 2936 7.005230 219.92200 26597.5864 7.3510215 333.5837 379.5988
## 2937 7.036752 178.08044 35044.3713 7.7600273 357.0828 381.6451
## 2938 6.227842 183.30905 38976.0352 8.2473329 333.0735 531.6307
## 2939 6.392760 216.67554 19323.6773 5.9064055 283.2055 358.1745
## 2940 6.088022 162.27836 23567.1329 7.6985817 372.8351 387.9706
## 2941 3.961389 173.02964 24028.4054 8.0056310 391.0023 444.7943
## 2942 4.275160 229.44311 26098.6380 6.5252027 281.8968 508.7921
## 2943 7.301903 224.46780 23565.1784 7.5540474 280.1295 487.3333
## 2944 10.258615 177.73436 25702.5187 7.6598301 312.3993 383.1996
## 2945 6.798097 198.11638 35883.7801 7.0518136 333.0735 470.4935
## 2946 10.258615 195.98949 14158.1573 7.2352240 311.9651 357.5226
## 2947 5.808239 195.51452 43110.5037 7.3688192 281.9189 325.8314
## 2948 7.036752 183.52111 20461.2527 7.3332122 333.1195 356.3690
## 2949 5.679330 182.14527 17909.1156 7.5385921 333.0735 546.8951
## 2950 7.783306 196.81595 24789.3547 6.5484975 331.0368 372.7650
## 2951 6.316471 187.03012 32651.8028 8.1491775 314.2083 463.3412
## 2952 8.605374 217.04313 22970.9573 7.4099568 333.0735 264.6995
## 2953 7.036752 162.97856 26281.2978 8.5236706 369.8627 403.6000
## 2954 7.057553 177.67431 13129.1498 7.3123524 367.3285 393.7405
## 2955 4.850104 186.67618 32808.3075 7.4962625 293.7579 392.7005
## 2956 7.036752 202.61437 31606.3488 6.4645812 333.0735 380.9747
## 2957 4.560917 165.77312 22939.1444 7.9882319 352.7935 323.7833
## 2958 9.130828 209.74304 11643.6635 6.5946823 326.3946 509.6618
## 2959 7.036752 185.12200 16110.1836 6.4444349 355.5674 386.5086
## 2960 4.233559 194.97504 22185.7640 7.1168093 377.8469 355.8171
## 2961 5.571020 189.72823 26138.0976 8.8327620 361.8555 434.0513
## 2962 7.036752 155.31756 22911.6145 8.3158159 400.3224 424.7797
## 2963 8.527142 217.39478 3413.0816 5.6700274 337.6311 615.6112
## 2964 4.570854 194.96795 44260.1912 8.0304517 333.0735 460.7791
## 2965 8.903734 194.21628 13319.4957 5.5668958 323.4244 317.3492
## 2966 9.459931 222.89466 14450.1758 6.7909139 293.7463 433.1450
## 2967 6.040282 139.77087 20472.8746 6.8109778 357.5933 488.2749
## 2968 7.036752 171.16665 20412.2839 6.8963180 367.1895 354.2703
## 2969 4.663492 170.95183 41452.6256 8.7257654 362.4154 378.1490
## 2970 5.726336 191.75229 35899.2803 8.0666540 378.7746 307.9876
## 2971 10.258615 162.42492 18846.6349 7.0852608 333.0735 593.7258
## 2972 4.281522 188.78358 22330.4668 6.9576762 325.1608 306.6925
## 2973 7.948488 197.59454 23602.1878 7.0984583 333.0735 394.7680
## 2974 6.825647 176.84106 12838.9144 5.7924247 393.7986 447.2891
## 2975 7.285371 169.14919 17375.9707 9.4046873 394.0924 373.1903
## 2976 5.984941 180.77656 33244.5556 8.0865170 364.7064 392.9710
## 2977 5.368988 250.66092 15973.6869 6.4162983 277.1519 334.8200
## 2978 4.016590 255.61657 28612.2661 7.3405950 290.6907 442.3851
## 2979 7.036752 254.12539 9959.1350 4.0085841 333.0735 364.8063
## 2980 7.719001 196.00752 13939.2940 6.9355507 345.6537 423.2035
## 2981 5.983731 221.55738 18438.8234 6.6543723 316.7790 443.5439
## 2982 7.732602 166.98683 18445.7435 7.1728509 333.0735 453.3856
## 2983 8.847881 190.70085 11705.0723 6.6633971 380.5925 386.4642
## 2984 7.561833 170.17516 23254.0096 7.5833268 328.7026 397.5880
## 2985 8.758560 174.72869 25564.7676 8.0702546 333.0735 371.9152
## 2986 7.036752 188.44547 28791.6144 8.0403564 382.0095 422.2349
## 2987 3.889107 218.72384 23535.0289 6.4754021 352.5059 421.1835
## 2988 3.889107 230.29946 16892.8957 6.9971716 323.5205 456.9057
## 2989 5.801571 201.89247 15327.8797 6.8606474 328.9326 281.0850
## 2990 3.889107 187.49670 23103.4104 7.1451448 333.0735 350.5405
## 2991 5.143587 180.38262 32740.5647 7.9888926 328.4374 389.2421
## 2992 6.628256 198.86574 15911.3575 7.5179059 342.0159 437.9186
## 2993 7.036752 196.08356 18592.0839 7.2454364 321.8140 552.8790
## 2994 3.889107 198.48865 45148.8081 7.8216504 324.6441 427.2168
## 2995 4.497585 193.93651 27768.3829 6.9063478 330.4307 556.0329
## 2996 5.584124 203.75643 29999.9870 7.2133287 310.6603 366.5581
## 2997 7.036752 205.06588 16034.4537 7.1360081 397.4697 459.2984
## 2998 10.258615 166.45978 15824.8227 6.3963645 361.1562 376.1021
## 2999 9.130796 200.03235 28273.6032 7.4975264 333.0735 453.8736
## 3000 4.618851 199.31891 27174.6876 7.2185879 371.0569 312.2814
## 3001 6.931244 207.58895 24359.4704 7.2220043 313.8197 477.0630
## 3002 5.602159 264.57352 29860.2758 7.0145283 333.0735 530.2048
## 3003 7.520519 228.56261 22160.8197 7.4737985 333.0735 545.1467
## 3004 5.582470 172.33158 23512.8380 8.0113162 364.4834 452.0808
## 3005 7.992750 193.60914 14610.4128 7.2189040 332.4688 468.6030
## 3006 8.210358 210.22211 22619.2399 7.5679877 333.0735 361.6144
## 3007 9.901931 206.74647 13180.6778 5.8788346 333.0735 426.5348
## 3008 7.036752 191.25866 14064.8991 7.0369493 361.1550 399.8387
## 3009 9.405875 149.30830 27180.0572 7.8673095 333.0735 398.8062
## 3010 9.587895 195.83711 11351.8619 6.2674757 366.4289 323.7949
## 3011 4.633203 208.90804 29307.1289 6.1255852 304.0318 456.2148
## 3012 6.901111 154.47409 21103.3032 7.9287002 376.0011 450.2530
## 3013 7.795558 136.09068 26484.5153 7.5553205 400.3224 471.4134
## 3014 7.036752 215.43192 19909.9388 6.9026282 299.0864 371.4829
## 3015 3.889107 214.84614 49456.5871 7.8975390 333.0735 583.4488
## 3016 8.398261 177.34721 18003.2573 7.3909240 333.0735 498.3654
## 3017 6.255150 153.64049 24316.1633 8.2115951 367.3445 295.0425
## 3018 10.258615 186.12530 12253.3034 8.0669799 325.4093 260.5318
## 3019 7.036752 200.71721 40581.4868 6.7599807 267.1580 283.1720
## 3020 9.347345 201.63284 13749.5960 7.3337421 322.0447 512.4463
## 3021 10.258615 203.73037 15102.2374 7.8164150 333.0735 447.0452
## 3022 10.258615 163.27623 21820.2959 7.8995209 356.1796 561.2062
## 3023 7.036752 196.05174 21919.4702 6.7302765 359.7014 401.7313
## 3024 5.287983 245.02346 27733.7131 7.1350634 267.1580 464.0748
## 3025 7.617524 179.59619 30308.2312 6.9526169 329.4224 355.4255
## 3026 7.149125 202.58254 23158.3891 6.0678120 302.0027 301.9842
## 3027 8.651390 154.54695 15901.2852 6.5109801 400.3224 444.8436
## 3028 5.290004 174.73842 28697.0048 8.6067898 317.0165 480.6804
## 3029 5.369584 170.83519 27199.6420 8.0658857 376.0556 401.8330
## 3030 8.747272 198.71223 30348.2437 7.3244982 333.0735 333.6393
## 3031 8.040392 200.63758 12999.1448 6.6963558 356.8700 394.0177
## 3032 8.550428 206.52257 10453.0873 6.4820093 326.1255 347.8243
## 3033 7.739326 207.76433 30412.3723 7.8139666 289.4136 273.6971
## 3034 7.104595 201.62712 18093.9722 8.4741231 361.6292 348.7329
## 3035 6.988206 144.20954 33357.5159 6.7719445 333.0735 409.0068
## 3036 7.869782 184.06617 18608.6563 7.4110347 333.0735 364.5776
## 3037 8.859696 194.55648 20231.5177 6.5196585 332.3499 476.2317
## 3038 7.397544 184.84092 19797.1085 8.4220000 387.1903 428.4148
## 3039 5.174896 205.51902 12871.5512 7.0995989 365.6844 501.1939
## 3040 7.036752 184.21824 32328.5383 8.3812315 333.0735 452.8903
## 3041 5.470982 191.81305 36435.7935 7.3696495 323.1200 383.8711
## 3042 6.711815 232.20643 23936.2753 6.6190879 333.0735 463.5103
## 3043 4.933106 162.18438 27771.0801 7.7577016 317.9354 493.3041
## 3044 6.260892 188.06181 33809.2247 8.1413012 341.4980 522.3012
## 3045 7.693555 224.39304 21856.1452 7.0414403 275.2720 404.8239
## 3046 5.622807 194.46324 16119.3402 6.9079870 336.6482 408.4591
## 3047 6.174884 193.02796 23006.2422 8.0983123 340.2534 297.1126
## 3048 5.039407 194.40417 19336.6081 7.1947650 339.2321 515.8072
## 3049 7.756939 219.57622 16478.0714 6.9505412 333.0735 362.7492
## 3050 9.809996 139.11870 16819.4232 7.7919820 361.0280 438.1792
## 3051 8.479593 200.76568 14901.8081 7.3795061 333.0735 485.0932
## 3052 8.862868 181.66540 17465.0959 7.1317035 356.4819 529.0860
## 3053 6.155739 166.29292 30284.4949 8.9958960 333.0735 351.6267
## 3054 7.287286 219.69512 18085.5028 6.0105688 277.3297 406.5648
## 3055 9.065894 164.67480 20260.4037 7.5881750 304.5675 408.9013
## 3056 9.314522 203.34165 23087.2177 6.4370705 297.5668 373.0442
## 3057 9.759938 182.75080 19945.3683 6.7192566 333.0735 343.5970
## 3058 7.985406 200.13470 17583.0803 6.7717288 296.5698 377.5842
## 3059 8.108351 202.51019 26730.1926 8.3951294 323.9518 368.4550
## 3060 8.243091 214.53299 29461.0238 8.3151296 333.0735 514.4900
## 3061 10.258615 162.78025 18869.2121 6.9064965 344.1876 585.6796
## 3062 3.989032 216.07614 40175.2061 7.4874228 309.8008 399.0472
## 3063 7.036752 209.53170 44982.7341 8.8980240 333.0735 349.3852
## 3064 8.519639 190.99496 14578.9613 6.6026935 333.0735 498.5336
## 3065 7.036752 169.54741 20004.7336 6.4376749 333.0735 349.8650
## 3066 7.036752 223.37668 20992.2817 7.7604081 340.3658 332.4880
## 3067 4.495358 234.19192 14080.8337 6.3406824 296.3142 382.4081
## 3068 7.036752 193.09126 17777.1001 6.0879491 333.0735 543.1150
## 3069 5.620533 226.98784 27852.0974 6.5214708 309.2281 414.0615
## 3070 8.552994 199.59978 10452.7244 6.5879335 333.0735 316.2575
## 3071 7.036752 216.23798 20886.7866 7.3263701 303.4987 269.8175
## 3072 10.209956 148.37923 18413.0968 7.4079672 390.6190 410.5682
## 3073 7.036752 205.23363 21829.2732 6.6770571 331.6746 338.5678
## 3074 6.588208 179.69915 35263.6124 7.4453431 333.0735 527.4493
## 3075 8.558389 198.88887 8535.4030 4.7966658 321.4035 453.5712
## 3076 8.426906 159.69025 19576.5304 7.6643752 344.1451 390.6909
## 3077 7.207539 174.80517 15796.3997 6.9540413 333.0735 555.5962
## 3078 10.227690 225.91912 9546.1292 5.8996764 313.9873 372.5328
## 3079 10.258615 145.34194 16175.2219 6.6138647 333.0735 553.4889
## 3080 7.036752 199.38309 5576.6283 4.9988437 341.0883 388.2493
## 3081 6.580043 220.57547 27668.4857 6.1980690 333.0735 474.6277
## 3082 10.258615 141.48839 23989.9902 7.9620665 389.3929 361.6321
## 3083 5.093675 251.31378 30245.9570 6.7188297 267.1580 271.6307
## 3084 5.264284 142.53413 25556.0531 6.6007870 400.3224 443.7592
## 3085 7.971299 151.03293 29827.7940 7.6621539 400.3224 376.9122
## 3086 8.350351 239.81600 17177.7888 6.1089474 272.8447 294.8761
## 3087 7.036752 184.61485 22289.7271 7.1674048 392.4622 409.4910
## 3088 4.032061 200.06797 14720.5448 6.4826786 333.0735 519.2134
## 3089 3.889107 192.69642 24905.2845 7.7577698 383.5199 473.5501
## 3090 9.842056 217.89677 6785.1453 6.0288982 333.0735 432.3324
## 3091 7.664628 150.66721 33918.0408 8.7462954 400.3224 436.3356
## 3092 7.036752 233.99317 27197.3024 7.2974525 301.8488 490.7662
## 3093 7.260320 194.24774 8127.0713 6.6740318 394.5558 312.3490
## 3094 9.537879 200.55751 20044.2062 7.0786895 303.9193 335.5548
## 3095 3.889107 216.48002 23039.3285 6.7692676 344.0143 341.0784
## 3096 7.248991 184.07103 33123.4430 7.1861733 322.3657 345.3566
## 3097 6.968209 178.21731 39995.1863 8.9306890 337.0649 393.6770
## 3098 6.150553 212.81938 15017.7473 5.5444355 319.4950 279.4471
## 3099 6.300756 179.45279 25668.1990 8.9315308 341.4930 458.8354
## 3100 6.920800 218.09861 13477.3816 5.6598371 333.0735 302.4124
## 3101 6.481890 179.91971 34698.6212 8.5384917 338.0123 504.3972
## 3102 7.036752 208.93146 16429.9079 5.8732771 310.9856 364.9195
## 3103 7.309596 193.47260 19343.1495 7.6640606 306.6855 426.5619
## 3104 5.967274 187.08508 30846.5855 7.2811055 339.0637 323.9627
## 3105 8.631270 164.37117 14880.6518 7.2782632 350.9516 444.1081
## 3106 9.172625 165.68755 11319.1062 6.6188528 372.5547 420.4291
## 3107 7.036752 156.77318 23084.0666 7.2697950 334.9561 378.2539
## 3108 3.889107 216.25709 42310.8275 8.1306633 333.0735 352.2641
## 3109 10.258615 186.65265 12355.3441 7.0655763 321.8315 503.9641
## 3110 6.283679 205.37662 19905.4365 7.0783446 284.2060 471.9040
## 3111 7.036752 192.40788 25460.3008 8.2314746 333.0735 465.8840
## 3112 8.761768 212.42695 14168.9249 6.3857326 333.0735 488.5995
## 3113 6.616731 195.09697 34277.7604 7.6326385 333.0735 417.4651
## 3114 7.734569 230.91951 21776.5945 6.9085909 333.0735 395.1150
## 3115 6.971577 185.90694 27959.9879 7.2145102 349.7439 414.0674
## 3116 4.709187 179.14102 22291.4186 6.7742761 400.3224 371.2648
## 3117 5.230003 176.71402 27971.8918 7.5979806 400.3224 440.3554
## 3118 5.274185 227.34019 17605.5358 6.3269795 358.5899 489.4346
## 3119 8.433443 224.85609 12833.4612 6.1794959 327.5333 411.8499
## 3120 6.847863 234.94220 24456.1749 5.5962405 334.8730 337.5732
## 3121 7.263545 160.44306 16129.7069 8.0910140 328.4472 478.5151
## 3122 6.733267 191.30563 6193.3306 7.7397710 333.0735 424.6668
## 3123 7.036752 258.44727 25498.3295 4.9221669 341.0396 425.7970
## 3124 7.036752 232.94324 8729.0962 5.8859922 333.0735 400.5177
## 3125 7.777665 233.76158 16780.1162 6.1232975 323.5381 520.2851
## 3126 6.103731 184.32869 17977.5256 7.2755306 333.0735 334.9497
## 3127 6.665774 155.70968 30610.0479 8.1725484 337.1738 425.6920
## 3128 7.036752 215.94070 10171.7101 6.6222843 333.0735 378.3175
## 3129 4.959853 215.85487 9887.8308 6.9542306 379.5047 527.4797
## 3130 6.397905 249.96924 22057.0518 4.8927167 375.4945 334.2699
## 3131 8.140344 153.74817 50793.8989 7.8434977 306.2190 423.4559
## 3132 6.850625 232.93120 15338.0616 6.1426180 333.0735 438.3473
## 3133 6.714777 185.90930 34558.4027 6.5548577 360.5082 303.9682
## 3134 4.337119 207.36191 34355.6184 6.8091532 374.0728 530.0696
## 3135 8.433291 161.19528 15904.2434 8.4237659 300.1190 479.9959
## 3136 7.274213 197.66095 27198.4326 7.7978400 304.8500 300.0199
## 3137 6.579185 186.98687 16700.0349 6.4549248 379.0407 405.2769
## 3138 7.036752 240.61152 20006.2291 4.9072993 379.7586 327.3056
## 3139 8.651023 188.71164 13207.8610 6.8346733 335.2448 399.6911
## 3140 8.357613 163.09825 34989.0471 7.6969427 317.3017 404.4926
## 3141 7.036752 242.82759 29298.0743 5.8538400 340.3486 463.1152
## 3142 6.658742 216.56470 25172.5858 6.7855205 330.5176 620.4490
## 3143 10.258615 125.97519 38605.3315 8.7105525 333.0735 674.4435
## 3144 6.332387 186.83803 23073.0640 8.0820039 326.9805 233.9080
## 3145 7.036752 214.59368 22038.5116 6.1996276 294.2414 332.4725
## 3146 6.730428 183.91530 9258.7671 8.0051729 345.0720 320.6679
## 3147 8.297783 183.61412 20316.4267 7.1088094 322.0958 295.6540
## 3148 6.259268 130.37427 9734.6771 10.2823289 320.3598 399.3507
## 3149 8.076126 132.67030 10816.2734 9.5132691 314.9705 479.7589
## 3150 5.731042 223.70497 1351.9070 6.4967226 380.5141 620.3046
## 3151 6.563357 241.28632 56320.5870 5.3655576 333.0735 415.8172
## 3152 5.303764 231.01878 6675.6822 6.1000643 388.8020 465.8305
## 3153 7.647872 160.77435 29000.5897 7.2174093 333.0735 438.8010
## 3154 7.036752 139.16974 33784.8262 9.6405205 275.3320 499.4281
## 3155 7.951451 185.42172 6108.7957 7.1178586 344.7957 283.8773
## 3156 8.832142 176.80866 12171.0246 7.4753362 321.2576 395.3873
## 3157 8.250830 184.38512 21616.6339 7.1667337 305.1774 412.9471
## 3158 5.860574 240.88714 18321.9923 6.0463855 351.0498 491.8754
## 3159 8.182103 186.67050 19642.3944 7.7151357 333.0735 370.3214
## 3160 7.889579 153.56974 41210.6670 8.4576387 294.2601 354.4827
## 3161 8.713483 169.57853 23838.8173 8.1626876 333.0735 478.9830
## 3162 6.185925 236.03478 1198.9437 6.1400332 374.0954 436.2362
## 3163 9.079715 222.04263 53735.8992 6.8949154 267.1580 382.8962
## 3164 8.379513 164.16817 24409.0968 8.1990172 333.0735 430.2389
## 3165 9.221956 151.45483 26502.5958 8.0971937 294.1928 541.6014
## 3166 9.370697 157.71936 15106.3087 7.7628618 316.3920 424.9157
## 3167 7.487573 149.76874 28837.3304 8.5609745 333.0735 531.1810
## 3168 6.028349 225.67487 12145.5446 6.1262700 365.9617 503.1121
## 3169 6.283319 228.52484 11601.6424 6.3222192 333.0735 414.7844
## 3170 5.666446 142.14781 24383.7415 9.9895512 320.2643 511.9540
## 3171 6.985304 219.58644 16470.9522 6.4455129 339.0540 492.9030
## 3172 7.273368 175.01508 14206.3573 7.8390666 337.6446 322.4907
## 3173 7.449660 193.04208 32251.3596 6.0865994 337.1350 572.8061
## 3174 7.618120 202.71550 44539.7383 5.8162160 338.0701 459.0784
## 3175 6.698154 198.28627 34675.8628 6.2636016 360.2328 430.9350
## 3176 7.027297 185.83867 31151.6152 7.6255451 327.2217 398.7050
## 3177 8.610963 125.15877 32079.7748 9.8449214 267.1580 342.2053
## 3178 7.423586 180.45387 34451.9842 7.9306510 303.7901 429.8600
## 3179 5.456681 219.51989 20967.8406 6.8267821 355.0829 312.0198
## 3180 9.612899 94.90898 16598.5775 9.1430460 311.2962 535.6987
## 3181 8.246920 119.02822 7747.5773 9.1242252 333.0735 579.2477
## 3182 6.641174 191.91690 10220.7124 6.6750806 380.3636 421.4174
## 3183 6.646067 197.22207 16863.4387 6.7939292 333.0735 505.2959
## 3184 7.164478 213.00244 32751.9290 6.2921483 333.0735 490.9331
## 3185 8.285072 151.57378 14402.7267 9.0500802 303.0818 322.5218
## 3186 6.110022 234.80096 16663.5391 5.9845361 348.0552 437.8921
## 3187 8.316664 110.90360 24814.4858 9.4895657 333.0735 480.4723
## 3188 7.036752 184.99370 14875.9565 7.4982101 367.3266 435.6030
## 3189 9.004681 173.73933 28311.2918 8.4750834 333.0735 531.5214
## 3190 6.886513 211.45442 35018.3256 6.0675969 333.0735 549.9971
## 3191 9.293622 193.06172 50166.5333 6.3018842 333.0735 365.4392
## 3192 6.985192 133.43213 21944.6418 8.5776545 341.2399 536.2772
## 3193 5.094164 223.16713 22957.6534 6.9774209 350.1013 476.6245
## 3194 6.150034 188.41306 8406.7232 7.7447136 358.5917 449.3588
## 3195 6.189699 224.43295 15229.7029 5.8791838 366.5011 649.8058
## 3196 7.497988 185.81028 30927.3943 7.5793773 333.0735 476.3871
## 3197 6.965280 162.69945 24312.0378 9.1297549 307.7592 490.8155
## 3198 5.412120 272.51469 2835.3032 5.7780103 333.0735 347.8044
## 3199 7.503086 186.71333 32000.1789 7.6417765 315.9741 473.5316
## 3200 7.036752 209.14999 27030.7550 6.0937504 350.0603 407.9106
## 3201 8.581043 153.70909 19970.4343 7.6616873 312.8851 520.8084
## 3202 5.530055 207.99822 38918.7781 6.5431345 360.0707 427.6643
## 3203 8.743959 197.74933 40843.6165 6.3688620 310.6772 326.2533
## 3204 9.052384 120.02173 22203.4873 9.3683398 285.2335 372.2752
## 3205 8.077261 125.30272 23931.2828 8.7731619 317.6933 398.3288
## 3206 6.682097 228.30319 7705.2986 5.9473503 363.5370 254.3923
## 3207 4.731320 230.93869 15517.3911 6.6147051 333.0735 384.8067
## 3208 9.241420 127.91883 39566.7544 8.8608184 281.9956 487.3392
## 3209 5.628313 192.34074 22856.7429 7.7646926 343.0395 439.0548
## 3210 4.857803 222.39999 15668.2736 7.9007901 320.3945 417.8041
## 3211 8.430472 195.71729 35254.0261 6.7035386 314.7278 282.5999
## 3212 6.817608 219.33743 27548.6142 6.2981213 340.9376 530.7100
## 3213 5.913755 175.32606 12044.6247 8.3687855 347.8804 380.9672
## 3214 7.036752 257.23543 28149.0527 5.9945560 336.0624 551.8501
## 3215 5.500277 263.68316 19911.2249 4.7553122 366.9427 435.8657
## 3216 5.608623 271.88222 43680.2225 4.1573353 366.8665 450.8961
## 3217 5.609235 216.12267 14825.9345 7.0017881 355.2117 330.0927
## 3218 7.036752 98.36791 28415.5758 10.5589500 296.8432 505.2403
## 3219 5.859822 287.97554 3640.7343 4.0726263 391.6974 447.1219
## 3220 6.417716 209.70243 31974.4816 7.2634253 321.3821 289.4501
## 3221 6.170526 193.33552 16206.2197 7.1239665 333.0735 528.0961
## 3222 4.034063 303.70263 33219.0745 4.4255593 333.0735 494.3209
## 3223 4.979469 240.81347 24167.8429 5.5938304 333.0735 398.0290
## 3224 8.097454 218.99244 18112.2844 6.1969474 333.0735 376.5698
## 3225 7.036752 198.21870 31081.7353 7.4191064 333.0735 517.9259
## 3226 8.468741 132.45648 21038.4426 8.0013778 345.0007 360.5756
## 3227 7.870853 210.62782 51731.8205 6.1909634 333.0735 533.2913
## 3228 7.679595 200.07293 32000.8439 7.6337253 290.7403 583.6084
## 3229 7.226593 207.83223 22097.4132 5.8627173 354.7084 353.6540
## 3230 7.036752 203.20466 10643.1868 6.8289364 333.0735 384.5977
## 3231 8.659113 114.80758 23514.6367 8.7353153 333.0272 318.6407
## 3232 7.036752 225.75411 28194.4526 5.8928300 366.2016 418.2729
## 3233 6.360196 198.91145 13742.1395 7.4414865 338.4096 423.6256
## 3234 10.258615 136.57738 32872.3806 8.3994353 276.9218 416.1885
## 3235 6.603417 190.83731 19468.7901 6.3756320 380.7319 456.3155
## 3236 5.713323 196.24571 11356.5805 8.0278194 347.5876 300.1251
## 3237 4.767472 256.44992 48007.8681 5.7731799 333.0735 590.4296
## 3238 9.609834 227.36695 22690.0459 5.3854399 314.3175 394.7316
## 3239 9.186453 169.11981 27055.6963 7.4424797 333.0735 498.6353
## 3240 9.960690 169.92525 15835.1228 7.1439067 301.7773 388.8972
## 3241 6.102307 205.99904 23406.8592 8.0618635 333.0735 380.3050
## 3242 6.792655 241.72445 9094.3133 6.4358092 338.5212 361.1075
## 3243 5.910540 241.14075 25721.8339 4.8067590 385.8875 462.6125
## 3244 6.125810 241.44353 8810.8958 5.7403212 369.0227 367.9679
## 3245 5.836105 277.06571 17711.4878 3.4581917 400.1676 456.7329
## 3246 7.036752 188.53661 24711.4149 7.1295203 333.0735 555.5485
## 3247 10.258615 173.38195 28912.2022 7.0712945 276.6344 286.0634
## 3248 8.628301 185.92672 31548.0065 7.0794623 333.0735 342.3557
## 3249 6.260111 211.59411 18577.6240 7.1548907 340.7926 357.0984
## 3250 10.258615 198.59675 29614.3488 5.7824177 304.6221 383.2694
## 3251 7.371914 148.19370 42059.3804 7.9667104 324.5463 544.8484
## 3252 4.825591 234.78390 11142.3926 6.4427693 370.4168 370.1889
## 3253 4.868827 258.67896 13400.3855 4.8809103 333.0735 328.7645
## 3254 7.395451 190.47789 22561.5083 8.3101950 294.0304 413.9103
## 3255 8.862113 131.63518 17433.6018 7.6395729 340.1332 399.4628
## 3256 6.008974 225.08023 5100.0942 7.4522362 336.1190 325.1345
## 3257 7.607224 160.56525 39184.8467 7.8264110 312.0561 503.1581
## 3258 6.683368 272.11170 18989.3168 5.3362020 336.5551 307.7250
## 3259 6.638411 180.82667 9772.5048 8.2959831 333.0735 401.1111
## 3260 9.271355 181.25962 16540.9791 7.0224992 309.2389 487.6928
## 3261 7.036752 134.73686 9000.0256 9.0262927 333.0735 428.2140
## 3262 3.889107 244.18739 24856.6332 6.6180711 366.9679 442.0763
## 3263 8.378108 198.51121 28474.2026 6.4770568 319.4772 499.8670
## 3264 6.923636 260.59315 24792.5256 5.5011640 332.2322 607.7736
## 3265 5.893103 239.26948 20526.6662 6.3495609 341.2564 403.6176
## 3266 8.197353 203.10509 27701.7941 6.4729143 328.8868 444.6127
## 3267 8.372910 169.08705 14622.7455 7.5479840 333.0735 464.5256
## 3268 8.989900 215.04736 15921.4120 6.2973115 312.9310 390.4102
## 3269 6.702547 207.32109 17246.9204 7.7081170 304.5102 329.2660
## 3270 10.258615 94.81255 37188.8260 9.2631662 267.1580 439.8936
## 3271 6.069616 186.65904 26138.7802 7.7475475 345.7003 415.8870
## 3272 4.668102 193.68174 47580.9916 7.1666389 359.9486 526.4242
## 3273 7.808856 193.55321 17329.8022 8.0613620 333.0735 392.4496
## 3274 9.419510 175.76265 33155.5782 7.3502332 333.0735 432.0448
## 3275 5.126763 230.60376 11983.8694 6.3033565 333.0735 402.8831
## 3276 7.874671 195.10230 17404.1771 7.5093059 333.0735 327.4598
## Organic_carbon Trihalomethanes Turbidity Potability
## 1 10.379783 86.990970 2.963135 0
## 2 15.180013 56.329076 4.500656 0
## 3 16.868637 66.420093 3.055934 0
## 4 18.436525 100.341674 4.628771 0
## 5 11.558279 31.997993 4.075075 0
## 6 8.399735 54.917862 2.559708 0
## 7 13.789695 84.603556 2.672989 0
## 8 12.363817 62.798309 4.401425 0
## 9 12.706049 53.928846 3.595017 0
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## 1677 13.839297 77.550327 3.434799 0
## 1678 23.234326 72.799917 4.275640 0
## 1679 14.019149 64.407498 4.582592 0
## 1680 19.640922 73.201544 4.360851 0
## 1681 17.408922 77.382841 3.555738 0
## 1682 13.089086 58.083993 2.413629 0
## 1683 18.330856 40.495596 1.687625 0
## 1684 17.778015 56.352953 3.524380 0
## 1685 12.465043 27.095703 3.180798 0
## 1686 17.120803 43.667082 3.277601 0
## 1687 14.393046 56.290252 2.927051 0
## 1688 13.757564 75.535369 3.195944 0
## 1689 12.065963 78.549712 3.338880 0
## 1690 5.051695 70.833219 3.437946 0
## 1691 8.863614 63.646921 3.762163 0
## 1692 16.071120 74.909705 5.164284 0
## 1693 13.881357 65.891392 3.389705 0
## 1694 18.148562 63.698617 3.821721 0
## 1695 14.531155 33.918351 4.142386 0
## 1696 14.793960 46.043065 2.728617 0
## 1697 7.960478 63.698514 4.700618 0
## 1698 15.329438 47.021382 3.415526 0
## 1699 18.693915 54.280624 4.069087 0
## 1700 15.252794 22.749735 5.070842 0
## 1701 13.027439 77.829802 3.786487 0
## 1702 17.229149 65.340213 4.889163 0
## 1703 14.395839 64.601468 4.278712 0
## 1704 13.782989 34.448293 5.036883 0
## 1705 15.231129 92.255062 4.725507 0
## 1706 6.478626 80.637806 3.165618 0
## 1707 15.280653 83.783477 3.081681 0
## 1708 19.873604 46.913342 4.448171 0
## 1709 15.373780 68.969793 4.769768 0
## 1710 7.168607 90.761776 3.221139 0
## 1711 13.501271 76.443961 3.923590 0
## 1712 8.027568 78.237180 3.165632 0
## 1713 19.670703 65.040007 3.756874 0
## 1714 7.733109 91.443356 3.864098 0
## 1715 20.212088 97.418886 2.812504 0
## 1716 18.511586 77.710307 3.481517 0
## 1717 16.217680 77.603021 3.478194 0
## 1718 16.214966 77.582050 4.042497 0
## 1719 10.682921 37.363371 3.817215 0
## 1720 8.597973 92.828321 5.474355 0
## 1721 19.312536 84.377323 3.440753 0
## 1722 14.642709 66.622485 5.241539 0
## 1723 12.095251 63.767702 3.275142 0
## 1724 21.305048 63.071597 3.723625 0
## 1725 13.883329 73.438220 3.497604 0
## 1726 10.880028 68.975176 3.256275 0
## 1727 16.427739 47.137000 4.713193 0
## 1728 14.979000 73.008496 3.795124 0
## 1729 9.812921 56.921862 3.352436 0
## 1730 12.624613 87.342833 2.362886 0
## 1731 13.744284 51.497112 5.205724 0
## 1732 18.780520 81.946106 4.699457 0
## 1733 16.062739 31.555010 4.861276 0
## 1734 14.545465 60.140117 3.092817 0
## 1735 9.578602 45.480738 5.060836 0
## 1736 12.520126 59.046994 4.155495 0
## 1737 16.381195 46.303523 5.046973 0
## 1738 14.398740 48.299497 3.928614 0
## 1739 14.247682 77.094234 5.127395 0
## 1740 8.280181 63.944178 4.264944 0
## 1741 11.895700 55.921827 2.380088 0
## 1742 10.327476 77.261468 3.497481 0
## 1743 16.073449 73.710218 4.583110 0
## 1744 13.995136 78.348415 4.754235 0
## 1745 15.178368 68.981966 3.668880 0
## 1746 15.163179 58.945605 4.377502 0
## 1747 14.407555 64.644993 3.287617 0
## 1748 11.783383 92.227733 5.051494 0
## 1749 21.469491 78.227748 5.092365 0
## 1750 18.928979 80.202845 3.825770 0
## 1751 15.469980 52.812932 4.775202 0
## 1752 11.665329 59.775642 3.943291 0
## 1753 10.678255 68.852196 3.703001 0
## 1754 17.703104 70.291214 4.817668 0
## 1755 13.771680 36.183536 3.689145 0
## 1756 12.679501 69.074438 4.018447 0
## 1757 16.942566 66.622485 3.089597 0
## 1758 9.631650 71.703227 4.546070 0
## 1759 10.262778 64.529185 3.866875 0
## 1760 18.638603 61.462807 2.860224 0
## 1761 17.638039 66.622485 4.188250 0
## 1762 9.980418 84.570083 3.594444 0
## 1763 12.606204 65.511361 3.130609 0
## 1764 17.003495 53.799720 2.028875 0
## 1765 21.085550 70.266355 4.875383 0
## 1766 19.970318 49.809841 5.242105 0
## 1767 12.818816 59.269193 4.567880 0
## 1768 12.926435 22.219327 4.753019 0
## 1769 17.427145 56.435646 4.587745 0
## 1770 18.143474 65.360465 5.270218 0
## 1771 19.340499 85.371961 3.885405 0
## 1772 17.301536 79.597988 3.079373 0
## 1773 11.047844 66.622485 4.961972 0
## 1774 15.976196 87.471821 4.147169 0
## 1775 19.683493 49.236809 3.997975 0
## 1776 12.244622 62.967793 3.668089 0
## 1777 16.574190 50.526551 4.270801 0
## 1778 11.796235 70.019666 3.038483 0
## 1779 15.240349 66.622485 4.140424 0
## 1780 7.996295 101.158675 4.010037 0
## 1781 9.416902 57.363647 5.177964 0
## 1782 11.483524 85.300717 4.136950 0
## 1783 10.542342 91.118698 4.732125 0
## 1784 15.736642 62.757307 3.771305 0
## 1785 11.949854 62.256881 3.300586 0
## 1786 15.514930 30.556310 2.589868 0
## 1787 10.881215 65.714718 4.403083 0
## 1788 6.658139 66.622485 3.840479 0
## 1789 14.824433 69.252783 4.497629 0
## 1790 11.752421 73.997046 3.458352 0
## 1791 18.322879 94.416301 1.986192 0
## 1792 15.138094 96.600542 4.042638 0
## 1793 28.300000 79.633064 3.864931 0
## 1794 17.623594 76.831226 2.993301 0
## 1795 13.927946 71.834058 4.701538 0
## 1796 12.352722 72.033644 4.691018 0
## 1797 5.537059 81.453941 4.006425 0
## 1798 14.356496 68.120761 4.770154 0
## 1799 14.412734 54.641176 2.861064 0
## 1800 14.297696 84.802970 4.301273 0
## 1801 14.149473 48.965996 3.474035 0
## 1802 8.335245 90.312062 4.898421 0
## 1803 13.711737 97.714049 3.067034 0
## 1804 16.337949 66.622485 3.181635 0
## 1805 17.858242 72.236525 4.249333 0
## 1806 18.870939 66.622485 3.911817 0
## 1807 16.257002 66.622485 4.647801 0
## 1808 19.861382 61.836185 4.619173 0
## 1809 13.082872 63.035163 4.069166 0
## 1810 11.468432 41.252869 3.589146 0
## 1811 13.304852 65.318835 3.443741 0
## 1812 12.758114 60.319203 4.287441 0
## 1813 17.273966 58.411515 4.080675 0
## 1814 8.866967 57.877455 3.541317 0
## 1815 9.604155 61.835712 3.619321 0
## 1816 13.425165 87.381981 2.396505 0
## 1817 12.924653 83.652190 3.729961 0
## 1818 13.039764 63.163969 3.885492 0
## 1819 15.459752 76.987232 4.931354 0
## 1820 10.619831 66.622485 5.127778 0
## 1821 16.021941 52.153472 3.709989 0
## 1822 17.604066 58.831969 4.147029 0
## 1823 13.623813 95.494680 6.064559 0
## 1824 10.793996 75.895700 3.807997 0
## 1825 9.066902 48.250468 5.437619 0
## 1826 19.084883 53.856055 2.940848 0
## 1827 16.078305 54.404461 3.715429 0
## 1828 23.317699 81.129543 3.778458 0
## 1829 10.644554 49.771941 3.715951 0
## 1830 17.030429 48.929140 3.779648 0
## 1831 15.512208 65.805331 3.998176 0
## 1832 9.113945 88.328605 5.553174 0
## 1833 13.028000 55.983973 4.296189 0
## 1834 16.836291 74.383580 3.909974 0
## 1835 11.718895 75.498737 4.938999 0
## 1836 12.475119 60.806902 3.707414 0
## 1837 10.368230 75.436147 4.493613 0
## 1838 19.892680 50.170522 4.501025 0
## 1839 17.508516 74.727821 3.365174 0
## 1840 14.352955 57.623368 3.546183 0
## 1841 8.666283 88.679265 3.802427 0
## 1842 15.792625 52.268490 3.390982 0
## 1843 14.992990 95.804800 3.175521 0
## 1844 8.939818 45.721308 3.760298 0
## 1845 14.397393 50.775293 3.048566 0
## 1846 15.627641 61.654744 4.112322 0
## 1847 14.529864 41.392768 3.454197 0
## 1848 17.012856 64.499826 2.813527 0
## 1849 16.884214 77.515444 4.270646 0
## 1850 13.608075 66.622485 3.949220 0
## 1851 9.557031 54.235433 3.389270 0
## 1852 12.451912 63.163113 4.927711 0
## 1853 15.421144 45.979402 3.723776 0
## 1854 20.771485 78.273240 3.751566 0
## 1855 13.172989 64.719240 4.696721 0
## 1856 15.070248 74.780643 3.808570 0
## 1857 8.688715 35.833969 3.679015 0
## 1858 13.591858 58.822560 3.153800 0
## 1859 10.809632 53.617035 4.212511 0
## 1860 18.340212 76.344581 3.714875 0
## 1861 16.225706 74.035695 4.327680 0
## 1862 22.346415 92.327760 2.739235 0
## 1863 14.210091 99.118601 4.476991 0
## 1864 18.423226 73.101997 4.363866 0
## 1865 10.749107 108.589414 4.241936 0
## 1866 15.955491 78.828883 4.415596 0
## 1867 22.466128 64.395422 2.877354 0
## 1868 16.820308 60.376041 3.611330 0
## 1869 12.118720 33.499381 5.058905 0
## 1870 19.422535 81.368568 5.930228 0
## 1871 11.434239 48.551910 3.511370 0
## 1872 14.785983 72.607980 3.585934 0
## 1873 13.713703 96.582865 4.704585 0
## 1874 15.198191 74.007373 2.600188 0
## 1875 10.247863 65.308637 3.487920 0
## 1876 13.514887 72.771017 3.212493 0
## 1877 13.697087 110.431080 2.786330 0
## 1878 11.838313 47.653642 5.026271 0
## 1879 11.255357 31.966297 3.746776 0
## 1880 16.210713 64.409359 4.423886 0
## 1881 18.137691 79.349881 5.324638 0
## 1882 14.836637 44.367574 3.145416 0
## 1883 19.034877 80.317597 4.069977 0
## 1884 10.066076 67.304224 4.279697 0
## 1885 13.637783 66.622485 3.230645 0
## 1886 10.689769 75.288688 5.370004 0
## 1887 10.799428 53.619847 5.105121 0
## 1888 16.917994 91.416880 3.029700 0
## 1889 16.283311 89.924253 5.120103 0
## 1890 16.311658 74.543981 2.961602 0
## 1891 13.636014 62.119643 3.189026 1
## 1892 20.200592 79.104019 4.181264 1
## 1893 7.781493 39.623835 1.492207 1
## 1894 10.046943 107.610806 4.550501 1
## 1895 14.690954 58.412860 3.931917 1
## 1896 19.166620 73.248984 3.301575 1
## 1897 15.754785 36.267530 4.276699 1
## 1898 17.200008 71.181544 3.603040 1
## 1899 13.368165 68.298689 4.305549 1
## 1900 12.477303 79.692080 4.700470 1
## 1901 14.708599 43.299820 5.128390 1
## 1902 17.821922 70.239601 4.275193 1
## 1903 13.448797 69.054138 4.531921 1
## 1904 18.692248 50.128415 4.251876 1
## 1905 16.329625 66.302629 4.489870 1
## 1906 14.584231 66.029156 4.893215 1
## 1907 11.758374 52.406188 5.609291 1
## 1908 18.020331 58.271257 3.463852 1
## 1909 9.253351 100.335665 3.373937 1
## 1910 15.045817 61.146087 4.241135 1
## 1911 13.773350 60.944343 3.990243 1
## 1912 11.367275 79.155822 4.935557 1
## 1913 19.350765 80.621872 4.590528 1
## 1914 15.168189 84.370713 2.919796 1
## 1915 16.506658 74.462646 2.658843 1
## 1916 17.689785 77.131889 4.593787 1
## 1917 11.094202 93.274232 5.320015 1
## 1918 14.003874 51.603004 4.493747 1
## 1919 17.401039 69.461111 3.599933 1
## 1920 18.296001 84.510985 3.827431 1
## 1921 15.921413 73.064218 3.870293 1
## 1922 12.225342 31.802024 3.531385 1
## 1923 12.063501 91.856156 2.526016 1
## 1924 14.777092 56.956939 5.075844 1
## 1925 13.848389 74.582981 3.515803 1
## 1926 16.021439 62.533557 6.073006 1
## 1927 10.795482 75.847542 2.949939 1
## 1928 10.238271 42.075315 1.659799 1
## 1929 16.244755 94.605311 2.558773 1
## 1930 13.921282 70.205241 4.964673 1
## 1931 12.194232 77.169789 3.542731 1
## 1932 11.557097 73.256220 3.099746 1
## 1933 8.930242 75.600980 2.959154 1
## 1934 14.695391 80.050031 4.318305 1
## 1935 11.812942 77.371361 4.693949 1
## 1936 18.621698 63.519516 3.573741 1
## 1937 7.401868 66.686950 3.603090 1
## 1938 14.374967 41.279830 4.457730 1
## 1939 14.823904 69.193358 3.285372 1
## 1940 9.675167 69.035113 3.249440 1
## 1941 18.156754 31.599404 2.715187 1
## 1942 16.090193 57.285763 4.896626 1
## 1943 13.475273 83.622260 5.396623 1
## 1944 13.109911 56.913981 3.566945 1
## 1945 12.829380 64.394907 4.275615 1
## 1946 13.822057 85.777222 2.664946 1
## 1947 11.621074 77.940822 3.405279 1
## 1948 14.219532 34.288413 4.109925 1
## 1949 14.191274 48.915881 4.753608 1
## 1950 13.633350 72.717920 3.183804 1
## 1951 13.964321 44.542985 4.032267 1
## 1952 15.288038 35.767601 4.819637 1
## 1953 10.697068 65.655326 3.551905 1
## 1954 15.218378 82.703470 5.255012 1
## 1955 15.290614 75.595222 2.505464 1
## 1956 16.254112 83.891129 4.549419 1
## 1957 10.609545 36.872086 4.822967 1
## 1958 12.657512 66.622485 4.298111 1
## 1959 19.806287 81.926826 4.629956 1
## 1960 12.819270 55.536263 3.312513 1
## 1961 15.018085 63.340968 4.678742 1
## 1962 11.623605 28.400877 3.978495 1
## 1963 14.929150 113.048886 4.578861 1
## 1964 15.152004 74.354423 3.997970 1
## 1965 10.763691 98.368656 2.990781 1
## 1966 15.554506 63.684352 4.488904 1
## 1967 17.194992 74.557790 4.346154 1
## 1968 16.292718 58.962902 2.601518 1
## 1969 18.176483 66.622485 4.374564 1
## 1970 15.161577 64.732311 3.394450 1
## 1971 12.353896 85.214369 3.824428 1
## 1972 16.439629 76.764385 3.982002 1
## 1973 10.567071 89.692883 3.311813 1
## 1974 12.957785 71.694351 3.386110 1
## 1975 11.672190 57.316977 4.421059 1
## 1976 15.457383 60.151346 4.847313 1
## 1977 11.556302 62.951527 4.704273 1
## 1978 15.574877 49.151960 4.742967 1
## 1979 17.679898 55.023286 3.932839 1
## 1980 13.326125 63.626894 3.883250 1
## 1981 6.124625 65.832990 5.425946 1
## 1982 20.278990 72.735207 4.258489 1
## 1983 15.142006 58.157304 2.869226 1
## 1984 13.217536 54.549618 4.480574 1
## 1985 14.980054 71.206209 3.510728 1
## 1986 13.290252 59.454325 3.652845 1
## 1987 15.793101 53.276033 5.181202 1
## 1988 17.118543 56.124024 3.017544 1
## 1989 20.376838 69.020530 4.323785 1
## 1990 17.406626 64.210767 4.162496 1
## 1991 14.324552 67.584311 4.040974 1
## 1992 18.063470 73.836909 5.056104 1
## 1993 17.657411 32.185378 3.842114 1
## 1994 18.481396 72.205075 4.792527 1
## 1995 14.205221 73.192470 5.481691 1
## 1996 11.342562 51.159669 3.619546 1
## 1997 7.024747 55.803503 3.345910 1
## 1998 19.210991 67.712585 3.960282 1
## 1999 18.553478 60.162746 3.714096 1
## 2000 18.202916 41.064247 4.317186 1
## 2001 18.962014 79.958321 2.894651 1
## 2002 10.958306 83.662331 4.216315 1
## 2003 15.303433 67.901758 4.557029 1
## 2004 11.995240 55.029166 3.579984 1
## 2005 20.737664 68.314347 4.242242 1
## 2006 15.089339 63.624565 3.756100 1
## 2007 22.089402 24.532773 3.426266 1
## 2008 11.598646 66.622485 4.538109 1
## 2009 11.364751 95.898495 4.002082 1
## 2010 17.860101 66.737031 3.566298 1
## 2011 14.576057 72.872697 4.242460 1
## 2012 13.853116 39.532787 3.751589 1
## 2013 9.969136 64.070548 2.959685 1
## 2014 13.583036 64.436046 3.952594 1
## 2015 8.654765 66.622485 4.824826 1
## 2016 12.085026 52.339075 4.225608 1
## 2017 12.482482 56.794084 4.297881 1
## 2018 13.027921 78.582094 4.430750 1
## 2019 13.453872 33.439868 3.825937 1
## 2020 18.016266 99.061233 3.764100 1
## 2021 11.052838 64.472001 4.219226 1
## 2022 14.105554 52.331462 4.514175 1
## 2023 11.684648 61.629823 3.641490 1
## 2024 17.720300 90.064849 5.203461 1
## 2025 14.137120 32.438526 4.847262 1
## 2026 19.389337 79.971647 4.017061 1
## 2027 17.249616 59.630894 3.263465 1
## 2028 11.214908 47.532395 3.735173 1
## 2029 16.949811 48.416725 3.612260 1
## 2030 8.900409 62.134281 4.257805 1
## 2031 16.872395 55.905770 3.551568 1
## 2032 15.983632 69.943254 3.485536 1
## 2033 21.366387 54.127342 3.794055 1
## 2034 15.313243 80.931305 3.039019 1
## 2035 14.338248 66.622485 4.663870 1
## 2036 10.547398 63.299757 3.253200 1
## 2037 12.326184 83.399889 6.083772 1
## 2038 11.247507 52.951363 3.748747 1
## 2039 15.495284 66.622485 3.984309 1
## 2040 12.725010 79.420013 5.138056 1
## 2041 14.570932 40.287298 3.227941 1
## 2042 17.724396 57.596636 3.139940 1
## 2043 10.829045 83.243808 4.589513 1
## 2044 12.865366 78.468491 4.510595 1
## 2045 15.013793 86.671459 3.895572 1
## 2046 12.786595 78.262369 4.453443 1
## 2047 15.636850 63.514312 3.748443 1
## 2048 17.334052 38.368068 3.544752 1
## 2049 12.819741 51.374239 4.804829 1
## 2050 16.576200 78.122091 4.785637 1
## 2051 14.330886 70.856866 3.853048 0
## 2052 8.348506 51.457074 5.493181 0
## 2053 15.779233 93.446330 4.166105 0
## 2054 21.765169 35.781529 3.143431 0
## 2055 10.018238 53.347048 3.669057 0
## 2056 12.779885 56.793317 4.566254 0
## 2057 18.222195 73.217875 4.516933 0
## 2058 24.755392 70.728902 2.988621 0
## 2059 14.003396 55.183347 2.774961 0
## 2060 12.846819 89.192433 4.422183 0
## 2061 19.958236 81.746418 4.360950 0
## 2062 12.775773 44.675683 3.522454 0
## 2063 10.892953 61.561166 4.266923 0
## 2064 15.402961 44.788970 3.996339 0
## 2065 16.109678 76.543839 2.795840 0
## 2066 12.934159 66.622485 3.017985 0
## 2067 11.663073 31.778484 3.500971 0
## 2068 11.993516 66.257649 3.275008 0
## 2069 17.391282 38.732647 4.356931 0
## 2070 12.982491 49.051241 2.948657 0
## 2071 18.225492 61.274216 3.212124 0
## 2072 16.842334 55.019151 4.025644 0
## 2073 14.280607 66.622485 3.172091 0
## 2074 12.779230 66.622485 3.807721 0
## 2075 17.614799 73.001545 4.481552 0
## 2076 13.452538 72.859468 3.170994 0
## 2077 16.930868 69.736688 4.149553 0
## 2078 10.085050 107.585967 4.196726 0
## 2079 17.629541 93.070691 4.237560 0
## 2080 18.588534 58.313345 2.654594 0
## 2081 11.575215 52.424378 4.148343 0
## 2082 18.505372 77.157802 3.820021 0
## 2083 5.188466 67.622616 2.844633 0
## 2084 16.984961 68.906088 3.419239 0
## 2085 18.556177 68.648582 3.628460 0
## 2086 14.680844 77.322330 2.516769 0
## 2087 9.106873 64.228249 3.085835 0
## 2088 11.996365 66.622485 3.567181 0
## 2089 13.172902 52.673958 2.373438 0
## 2090 12.486192 73.184557 5.016321 0
## 2091 18.003679 72.575581 4.291001 0
## 2092 9.697257 77.199646 4.361486 0
## 2093 12.758777 70.371824 5.104188 0
## 2094 16.825739 74.629431 3.986882 0
## 2095 17.064897 86.631823 4.100697 0
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## 2911 18.659304 76.032739 3.306129 0
## 2912 14.359365 78.306886 4.343041 0
## 2913 16.963982 73.224833 4.094605 0
## 2914 19.394335 61.785679 4.582982 0
## 2915 10.256036 66.622485 3.673240 0
## 2916 14.908558 67.644484 3.643816 0
## 2917 14.728773 62.601685 4.370777 0
## 2918 15.188557 40.142705 3.727813 0
## 2919 12.896953 85.358049 3.924967 0
## 2920 15.671717 66.597336 3.688456 0
## 2921 13.798655 32.667078 4.370031 0
## 2922 17.209367 65.333241 6.494749 0
## 2923 17.618658 48.475982 4.731195 0
## 2924 17.896128 55.022407 4.599324 0
## 2925 16.276592 47.931639 4.254477 0
## 2926 17.529526 38.431200 5.107236 0
## 2927 12.118475 76.347994 5.468591 0
## 2928 15.098570 62.999999 3.580523 0
## 2929 21.145954 66.622485 2.533996 0
## 2930 16.961944 64.265787 3.644410 0
## 2931 14.967733 59.193176 3.024571 0
## 2932 17.411747 72.720573 3.403423 0
## 2933 11.309210 69.238445 3.678588 0
## 2934 19.950054 66.622485 3.027946 0
## 2935 8.006966 66.934782 3.868926 0
## 2936 13.284691 98.965389 3.589866 0
## 2937 17.551382 71.111182 3.761633 0
## 2938 15.847849 46.643589 4.599573 0
## 2939 14.982646 41.586606 4.421528 0
## 2940 13.663607 75.266064 4.173083 0
## 2941 19.945280 59.834541 4.092966 0
## 2942 16.133203 66.654193 3.732856 0
## 2943 8.524864 68.940193 3.430699 0
## 2944 17.472109 42.814570 3.634970 0
## 2945 10.888639 58.473804 3.571623 0
## 2946 19.321722 82.350013 3.132253 0
## 2947 15.047019 51.294792 4.819064 0
## 2948 20.179029 67.019903 4.886634 0
## 2949 15.219355 81.555597 3.292071 0
## 2950 12.066182 14.343161 5.045620 0
## 2951 14.243421 60.269180 4.902735 0
## 2952 16.692946 46.501658 3.665323 0
## 2953 12.388244 66.622485 5.185642 0
## 2954 16.356320 53.841797 4.486403 0
## 2955 10.630769 85.157983 3.885386 0
## 2956 13.460449 67.059118 4.775121 0
## 2957 13.564150 79.316585 4.123622 0
## 2958 11.274065 67.528288 3.074134 0
## 2959 11.215654 38.041516 2.840893 0
## 2960 14.859198 62.016383 3.515672 0
## 2961 16.166931 88.727373 3.931307 0
## 2962 16.293229 84.892418 4.825702 0
## 2963 14.926751 82.590152 2.649424 0
## 2964 17.942185 79.008272 4.484186 0
## 2965 17.130158 61.428791 4.365170 0
## 2966 9.069161 67.906813 3.322890 0
## 2967 15.882252 53.279042 5.761580 0
## 2968 16.403175 63.257907 3.978933 0
## 2969 16.274051 60.618754 3.742293 0
## 2970 12.568721 60.192351 3.912289 0
## 2971 14.977233 60.690580 3.894989 0
## 2972 16.274857 82.595223 4.371167 0
## 2973 14.876694 78.974227 3.891124 0
## 2974 15.821346 104.230949 2.804480 0
## 2975 15.260510 80.795985 3.694482 0
## 2976 20.471817 50.141602 3.488675 0
## 2977 15.684362 44.040382 3.737883 0
## 2978 9.305733 71.342132 4.417134 0
## 2979 11.316645 59.353221 3.170543 0
## 2980 16.836786 89.338649 2.884819 0
## 2981 19.136379 53.661823 3.849383 0
## 2982 13.111402 77.232127 3.854994 0
## 2983 16.319105 85.693649 4.143451 0
## 2984 16.140317 66.746781 4.032150 0
## 2985 14.943699 47.185566 4.444376 0
## 2986 10.575690 63.235365 3.228379 0
## 2987 19.273561 58.903698 4.768660 0
## 2988 10.342146 47.095506 4.943032 0
## 2989 19.812484 55.397564 4.425378 0
## 2990 10.140068 67.456180 4.480109 0
## 2991 13.943183 66.622485 3.096164 0
## 2992 15.005742 38.845958 4.464457 0
## 2993 15.664786 81.080826 4.762872 0
## 2994 15.530123 54.574254 4.248075 0
## 2995 22.618411 81.265816 4.965739 0
## 2996 14.183025 65.881271 3.852732 0
## 2997 19.637893 70.059835 4.858165 0
## 2998 13.844331 52.057381 2.673441 0
## 2999 12.860514 64.178494 3.025707 0
## 3000 14.040787 66.622485 4.322116 0
## 3001 16.495092 75.041914 4.897957 0
## 3002 16.030180 29.850948 4.067049 0
## 3003 16.460634 90.944944 4.227766 0
## 3004 16.472045 95.045658 4.048113 0
## 3005 10.877062 67.181341 4.062907 0
## 3006 14.650190 70.368049 3.716664 0
## 3007 14.321874 75.408754 4.226950 0
## 3008 10.845264 35.582992 3.732339 0
## 3009 17.364706 57.962637 4.033733 0
## 3010 13.068242 37.353080 4.666917 0
## 3011 10.817158 111.115310 4.751859 0
## 3012 14.643306 71.321372 3.616498 0
## 3013 14.544948 51.491197 3.629252 0
## 3014 10.766349 85.267182 4.592538 0
## 3015 7.702328 77.712891 4.928840 0
## 3016 10.351298 55.715660 2.627862 0
## 3017 12.503661 91.270792 3.146483 0
## 3018 9.674083 68.073928 5.005193 0
## 3019 14.915325 58.879467 4.008443 0
## 3020 12.434716 43.827119 3.615151 0
## 3021 21.632385 61.801804 3.472067 0
## 3022 14.116324 56.193061 5.063109 0
## 3023 14.219303 77.605726 3.954964 0
## 3024 13.452179 55.642363 3.311034 0
## 3025 13.400760 66.223591 3.698317 0
## 3026 17.622595 42.292766 3.787033 0
## 3027 14.656725 49.515175 3.266410 0
## 3028 13.748302 52.475868 3.532322 0
## 3029 14.081981 81.740225 3.357484 0
## 3030 13.866073 94.728129 4.764708 0
## 3031 11.100407 43.625910 3.017796 0
## 3032 13.997466 42.290535 4.903870 0
## 3033 19.113382 52.281104 3.645785 0
## 3034 8.582461 49.382684 4.763058 0
## 3035 17.880332 54.111785 1.899683 0
## 3036 17.580726 0.738000 4.219576 0
## 3037 17.889569 52.909071 4.575331 0
## 3038 13.143444 62.337976 3.947138 0
## 3039 20.558672 77.123457 3.445028 0
## 3040 12.167905 79.937846 5.037492 0
## 3041 15.881382 52.765049 3.844020 0
## 3042 13.911879 78.190897 3.413647 0
## 3043 14.261743 77.142104 1.450000 0
## 3044 14.467501 47.050155 4.397386 0
## 3045 12.848965 63.154905 2.750696 0
## 3046 16.364724 76.631186 3.992957 0
## 3047 13.475158 78.325227 3.623298 0
## 3048 10.728669 61.129517 3.126956 0
## 3049 13.054672 82.101000 3.870339 0
## 3050 10.951138 34.537409 5.538201 0
## 3051 16.806347 53.134170 4.221266 0
## 3052 15.430418 60.606603 5.758676 0
## 3053 17.404754 75.336207 3.685976 0
## 3054 16.136766 53.677449 3.504265 0
## 3055 10.178500 84.723107 4.299503 0
## 3056 16.402773 79.163456 3.092940 0
## 3057 19.863354 85.702564 5.381746 0
## 3058 10.289288 66.890747 4.752452 0
## 3059 17.337091 66.622485 4.753358 0
## 3060 16.301765 90.075909 3.550717 0
## 3061 18.857141 74.293779 3.500167 0
## 3062 11.186739 86.957464 4.409414 0
## 3063 15.653299 66.622485 3.832479 0
## 3064 11.316601 57.181588 3.427251 0
## 3065 11.332518 41.703766 3.882004 0
## 3066 18.085385 61.016455 4.647782 0
## 3067 17.353545 59.004349 4.962900 0
## 3068 10.717588 66.622485 3.878664 0
## 3069 16.932911 78.439251 3.439476 0
## 3070 23.042376 45.253715 3.108674 0
## 3071 15.252780 104.682553 3.860348 0
## 3072 15.103624 89.178485 4.112598 0
## 3073 15.566655 56.608679 2.545631 0
## 3074 16.149315 81.503470 3.972256 0
## 3075 14.351624 74.326204 3.946228 0
## 3076 17.747037 53.631504 4.244514 0
## 3077 14.171164 60.531270 4.295189 0
## 3078 15.284291 61.258046 4.786330 0
## 3079 12.091189 69.736231 2.277359 0
## 3080 10.745154 50.747474 3.216414 0
## 3081 11.470226 53.508043 4.756446 0
## 3082 14.908725 57.164556 3.590841 0
## 3083 14.882428 70.778408 4.552571 0
## 3084 7.491362 72.879848 5.100240 0
## 3085 19.382739 78.160133 2.439140 0
## 3086 10.603467 62.852749 3.507228 0
## 3087 12.215588 63.904256 3.351767 0
## 3088 16.600777 77.293941 4.814235 0
## 3089 14.286493 56.347830 3.842109 0
## 3090 12.365538 45.822004 4.179198 0
## 3091 15.216930 66.622485 3.487407 0
## 3092 16.022780 58.524667 3.198344 0
## 3093 16.005022 65.023960 4.282315 0
## 3094 16.636174 71.309022 3.024557 0
## 3095 11.498237 78.733441 3.923093 0
## 3096 15.164134 68.847544 4.255980 0
## 3097 14.243374 75.375743 3.632644 0
## 3098 12.850506 75.028793 4.810537 0
## 3099 14.062956 66.622485 5.708112 0
## 3100 11.054578 61.933779 4.915733 0
## 3101 16.409364 59.954815 5.002361 0
## 3102 17.801565 107.306343 4.454964 0
## 3103 12.844366 111.595448 4.048202 0
## 3104 12.651854 72.273590 3.914544 0
## 3105 16.857459 58.177867 3.640944 0
## 3106 13.353259 72.974051 3.686395 0
## 3107 19.247141 81.571554 5.564902 0
## 3108 14.029673 52.760961 3.300192 0
## 3109 16.282371 77.152173 5.166903 0
## 3110 18.027160 64.362608 4.480771 0
## 3111 16.657294 58.360125 3.543696 0
## 3112 12.601801 60.237073 4.673548 0
## 3113 13.432557 47.945936 3.622379 0
## 3114 15.033557 92.697369 3.821456 0
## 3115 19.882917 36.179003 3.226349 0
## 3116 18.186801 86.528627 3.860084 0
## 3117 14.423614 72.837370 3.045612 0
## 3118 11.199191 66.622485 4.364426 1
## 3119 17.400426 72.917305 3.824734 1
## 3120 9.515292 77.297300 4.921196 1
## 3121 12.814836 43.592301 3.950530 1
## 3122 20.811342 98.367825 3.765694 1
## 3123 18.993663 67.400673 3.691947 1
## 3124 8.772738 69.723912 3.399726 1
## 3125 17.794741 60.343891 4.683335 1
## 3126 7.655381 59.000666 3.383049 1
## 3127 15.101533 79.780467 4.903553 1
## 3128 13.190818 82.785352 3.757799 1
## 3129 14.326638 52.388849 3.455045 1
## 3130 14.150363 97.030457 3.958543 1
## 3131 14.322019 65.076610 4.362792 1
## 3132 18.148595 81.551610 2.593834 1
## 3133 10.226470 50.214011 4.684853 1
## 3134 12.622032 44.750359 4.401635 1
## 3135 15.303755 71.478501 3.631543 1
## 3136 14.611600 66.608891 4.710256 1
## 3137 14.996029 62.152315 3.813556 1
## 3138 13.285838 83.184414 3.453126 1
## 3139 10.689365 43.953313 3.644279 1
## 3140 8.271882 67.598158 4.366242 1
## 3141 5.426650 66.622485 3.522586 1
## 3142 19.095091 82.244095 3.400988 1
## 3143 9.714220 51.697894 5.370458 1
## 3144 9.641442 60.940028 5.159002 1
## 3145 18.469528 46.046287 4.238535 1
## 3146 12.066808 56.437485 3.961942 1
## 3147 13.503197 62.230134 4.239221 1
## 3148 10.846787 43.420195 3.932142 1
## 3149 14.685851 72.638303 4.291355 1
## 3150 14.672927 62.023630 3.675807 1
## 3151 11.651929 70.637648 5.292950 1
## 3152 14.531245 77.668020 4.024521 1
## 3153 13.182501 67.099969 3.078673 1
## 3154 13.664485 70.368364 4.678745 1
## 3155 18.904399 85.799759 3.886882 1
## 3156 12.481552 65.867189 3.914512 1
## 3157 13.791337 71.799129 2.604708 1
## 3158 8.997226 44.615660 4.277241 1
## 3159 11.521597 55.493882 4.605238 1
## 3160 11.292575 67.354769 3.227360 1
## 3161 14.520904 63.945270 2.922195 1
## 3162 11.093811 99.775078 4.090264 1
## 3163 12.704887 101.615346 4.551724 1
## 3164 19.349982 63.105234 3.749818 1
## 3165 13.951753 39.572407 4.294252 1
## 3166 15.645998 108.213981 4.380797 1
## 3167 9.536537 57.949476 1.801327 1
## 3168 15.651888 73.400578 3.142084 1
## 3169 11.679676 88.345940 4.153990 1
## 3170 23.604298 77.030487 3.836823 1
## 3171 15.804449 70.600683 3.081799 1
## 3172 18.107842 58.181707 4.196421 1
## 3173 18.060298 57.401337 4.370404 1
## 3174 13.351652 73.601918 3.769700 1
## 3175 12.176678 66.622485 3.758180 1
## 3176 19.461464 80.693568 3.392666 1
## 3177 12.947376 53.950269 4.614400 1
## 3178 7.665923 66.700476 3.365397 1
## 3179 14.029285 57.852507 3.799473 1
## 3180 12.312032 67.426955 4.016410 1
## 3181 13.001229 72.803734 4.096620 1
## 3182 12.243252 65.179927 3.154701 1
## 3183 16.712367 45.660418 3.053983 1
## 3184 12.683767 58.252613 4.998203 1
## 3185 13.652653 114.034946 4.274661 1
## 3186 10.059523 66.622485 2.817780 1
## 3187 14.271247 77.854499 2.695800 1
## 3188 19.839907 75.199482 1.922377 1
## 3189 12.838813 37.764798 3.775015 1
## 3190 8.445127 27.663174 3.599756 1
## 3191 14.225917 98.625457 3.661882 1
## 3192 16.176686 91.708813 4.246202 1
## 3193 13.034638 78.075923 4.710936 1
## 3194 13.220295 52.956632 3.444442 1
## 3195 10.257515 71.780949 3.027371 1
## 3196 15.124286 72.928421 5.738991 1
## 3197 15.512059 102.695868 3.969318 1
## 3198 15.307746 66.661479 5.680347 1
## 3199 12.049131 43.280476 4.305514 1
## 3200 11.046946 81.757851 3.993126 1
## 3201 14.781584 74.127793 2.883145 1
## 3202 18.813080 61.214979 3.327472 1
## 3203 12.503203 66.421884 4.118973 1
## 3204 14.538446 64.132426 4.259719 1
## 3205 15.279583 62.668356 4.279871 1
## 3206 13.140440 64.783954 3.449829 1
## 3207 16.620933 64.038260 5.457892 1
## 3208 9.534499 65.516668 4.718851 1
## 3209 15.199906 50.229944 4.061645 1
## 3210 15.530563 84.228774 3.966571 1
## 3211 12.269178 46.487950 3.253920 1
## 3212 19.486791 68.568791 3.048292 1
## 3213 12.530827 65.194053 4.023776 1
## 3214 14.252898 68.403833 2.674040 1
## 3215 12.761184 51.439894 5.147536 1
## 3216 16.442753 61.249762 3.777508 1
## 3217 9.779518 41.249977 3.224676 1
## 3218 12.882614 85.329955 4.119087 1
## 3219 6.363175 49.155291 3.426634 1
## 3220 11.369071 66.622485 4.210327 1
## 3221 20.532277 75.067706 3.652207 1
## 3222 13.415230 72.012642 5.024742 1
## 3223 6.091227 62.419529 3.439022 1
## 3224 17.746264 59.909941 4.279082 1
## 3225 11.711419 85.428785 3.345543 1
## 3226 10.742960 64.508934 2.876996 1
## 3227 15.029899 84.335058 4.221614 1
## 3228 16.844509 39.367056 3.297525 1
## 3229 10.401056 66.864140 4.337117 1
## 3230 16.011328 72.911573 3.065910 1
## 3231 16.559076 52.866373 2.895774 1
## 3232 17.306832 103.912548 3.855895 1
## 3233 11.915900 57.713149 2.713248 1
## 3234 18.884625 60.078413 4.669240 1
## 3235 5.934588 83.559326 4.270817 1
## 3236 18.430084 44.860351 4.571128 1
## 3237 16.541561 44.938586 3.893378 1
## 3238 16.988356 75.339694 4.308358 1
## 3239 10.247444 50.401160 3.453861 1
## 3240 13.563992 71.593866 3.434538 1
## 3241 15.492397 69.110815 4.280766 1
## 3242 14.502464 45.428097 1.917754 1
## 3243 14.316821 60.590359 4.007508 1
## 3244 16.816507 47.661727 4.953058 1
## 3245 17.552294 72.059866 3.738991 1
## 3246 16.959269 56.038702 4.331691 1
## 3247 17.685651 55.147364 4.135569 1
## 3248 18.248368 62.188687 5.100858 1
## 3249 7.992210 82.365378 5.403615 1
## 3250 14.902820 47.896406 4.362542 1
## 3251 17.166504 62.677756 4.338957 1
## 3252 13.046355 46.315992 3.463097 1
## 3253 17.352080 55.968217 3.255600 1
## 3254 13.301374 63.410178 4.990236 1
## 3255 16.712206 53.594104 4.955082 1
## 3256 11.079952 36.341012 4.012340 1
## 3257 13.366994 62.022308 3.525027 1
## 3258 20.178716 75.402260 5.208061 1
## 3259 12.601517 61.051889 5.164057 1
## 3260 13.228441 66.622485 4.333953 1
## 3261 8.668672 74.773392 3.699558 1
## 3262 13.302880 59.489294 4.754826 1
## 3263 15.389083 35.221200 4.524693 1
## 3264 15.483027 51.535867 4.013339 1
## 3265 18.963707 63.846319 4.390702 1
## 3266 14.250875 62.906205 3.361833 1
## 3267 11.083027 38.435151 4.906358 1
## 3268 9.899115 55.069304 4.613843 1
## 3269 16.217303 28.878601 3.442983 1
## 3270 16.172755 41.558501 4.369264 1
## 3271 12.067620 60.419921 3.669712 1
## 3272 13.894419 66.687695 4.435821 1
## 3273 19.903225 66.622485 2.798243 1
## 3274 11.039070 69.845400 3.298875 1
## 3275 11.168946 77.488213 4.708658 1
## 3276 16.140368 78.698446 2.309149 1
#Boxplot sau khi xử lí giá trị ngoại lai
boxplot(data_1$ph,
main = "Biểu đồ Boxplot của pH sau khi xử lí giá trị ngoại lai",
ylab = "ph",
col = "blue",
border = "brown")
boxplot(data_1$Sulfate,
main = "Biểu đồ Boxplot của Sulfate sau khi xử lí giá trị ngoại lai",
ylab = "Sulfate",
col = "blue",
border = "brown")
#Biểu đồ so sánh trước và sau khi xử lí giá trị ngoại lai của pH và Sulfate
compare_dt <- data.frame(
truc_hoanh = factor (c("pH trước","pH sau","Sulfate trước","Sulfate sau")),
truc_tung = c(length(data_0$ph), length(data_1$ph), length(data_0$Sulfate), length(data_1$Sulfate))
)
print(compare_dt)
## truc_hoanh truc_tung
## 1 pH trước 3276
## 2 pH sau 3276
## 3 Sulfate trước 3276
## 4 Sulfate sau 3276
library (ggplot2)
ggplot(data = compare_dt, aes(x = truc_hoanh, y = truc_tung)) +
geom_bar(stat = "identity", fill = "pink") +
labs(title = "Bieu do cot so luong gia tri cua pH va Sulfate truoc va sau xu li ngoai lai",
x = "pH & Sulfate",
y = "Số lượng giá trị") +
theme(plot.title = element_text(size = 12, face = "bold", hjust = 0.5),
axis.title.x = element_text(size = 10, vjust = 1),
axis.title.y = element_text(size = 10, vjust = 3.5),
axis.text.x = element_text(size = 10, face = "bold"),
axis.text.y = element_text(size = 10, face = "bold")) + theme()
#Hoàn thành tiền xử lí dữ liệu
summary(data_0,10, na.rm = TRUE)
## ph Hardness Solids Chloramines
## Min. : 0.000 Min. : 47.43 Min. : 320.9 Min. : 0.352
## 1st Qu.: 6.278 1st Qu.:176.85 1st Qu.:15666.7 1st Qu.: 6.127
## Median : 7.037 Median :196.97 Median :20927.8 Median : 7.130
## Mean : 7.074 Mean :196.37 Mean :22014.1 Mean : 7.122
## 3rd Qu.: 7.870 3rd Qu.:216.67 3rd Qu.:27332.8 3rd Qu.: 8.115
## Max. :14.000 Max. :323.12 Max. :61227.2 Max. :13.127
## Sulfate Conductivity Organic_carbon Trihalomethanes
## Min. :129.0 Min. :181.5 Min. : 2.20 Min. : 0.738
## 1st Qu.:317.1 1st Qu.:365.7 1st Qu.:12.07 1st Qu.: 56.648
## Median :333.1 Median :421.9 Median :14.22 Median : 66.622
## Mean :333.6 Mean :426.2 Mean :14.28 Mean : 66.407
## 3rd Qu.:350.4 3rd Qu.:481.8 3rd Qu.:16.56 3rd Qu.: 76.667
## Max. :481.0 Max. :753.3 Max. :28.30 Max. :124.000
## Turbidity Potability
## Min. :1.450 Min. :0.0000
## 1st Qu.:3.440 1st Qu.:0.0000
## Median :3.955 Median :0.0000
## Mean :3.967 Mean :0.3901
## 3rd Qu.:4.500 3rd Qu.:1.0000
## Max. :6.739 Max. :1.0000
summary(data_1,10)
## ph Hardness Solids Chloramines
## Min. : 3.889 Min. : 47.43 Min. : 320.9 Min. : 0.352
## 1st Qu.: 6.278 1st Qu.:176.85 1st Qu.:15666.7 1st Qu.: 6.127
## Median : 7.037 Median :196.97 Median :20927.8 Median : 7.130
## Mean : 7.073 Mean :196.37 Mean :22014.1 Mean : 7.122
## 3rd Qu.: 7.870 3rd Qu.:216.67 3rd Qu.:27332.8 3rd Qu.: 8.115
## Max. :10.259 Max. :323.12 Max. :61227.2 Max. :13.127
## Sulfate Conductivity Organic_carbon Trihalomethanes
## Min. :267.2 Min. :181.5 Min. : 2.20 Min. : 0.738
## 1st Qu.:317.1 1st Qu.:365.7 1st Qu.:12.07 1st Qu.: 56.648
## Median :333.1 Median :421.9 Median :14.22 Median : 66.622
## Mean :333.6 Mean :426.2 Mean :14.28 Mean : 66.407
## 3rd Qu.:350.4 3rd Qu.:481.8 3rd Qu.:16.56 3rd Qu.: 76.667
## Max. :400.3 Max. :753.3 Max. :28.30 Max. :124.000
## Turbidity Potability
## Min. :1.450 Min. :0.0000
## 1st Qu.:3.440 1st Qu.:0.0000
## Median :3.955 Median :0.0000
## Mean :3.967 Mean :0.3901
## 3rd Qu.:4.500 3rd Qu.:1.0000
## Max. :6.739 Max. :1.0000
##================
## THỐNG KÊ MÔ TẢ
##================
#Thiết lập layout để vẽ nhiều biểu đồ
par(mfrow=c(1,1))
#Vẽ histogram
#Histogram of pH
hist(data_1$ph, xlab = "pH", main = "Histogram of pH", col = "pink")
#Histogram of Sulfate
hist(data_1$Sulfate, xlab = "Sulfate", main = "Histogram of Sulfate", col = "yellow")
#Histogram of Trihalomethanes
hist(data_1$Trihalomethanes, xlab = "Trihalomethanes", main = "Histogram of Trihalomethanes", col = "orange", breaks = 20)
#Histogram of Hardness
hist(data_1$Hardness, xlab = "Hardness", main = "Histogram of Hardness",col ="grey", breaks = 20)
#Histogram of Conductivity
hist(data_1$Conductivity,xlab = "Conductivity", main = "Histogram of Conductivity",col = "lightblue", breaks = 70)
#Histogram of Solids
hist(data_1$Solids,xlab = "Solids", main = "Histogram of Solids",col = "brown", breaks = 50)
#Histogram of Chloramines
hist(data_1$Chloramines,xlab = "Chloramines",main = "Histogram of Choloramines",col = "purple", breaks = 50)
#Histogram of Organic_carbon
hist(data_1$Organic_carbon,xlab = "Organic_carbon", main = "Histogram of Organic_carbon",col = "green", breaks = 50)
#Histogram of Turbidity
hist(data_1$Turbidity, xlab = "Turbidity",main = "Histogram of Turbidity",col = "blue", breaks = 40)
#Vẽ Boxplot - biểu đồ hộp và râu so sánh giá trị theo nhóm (0 = không uống được, 1 = uống được)
#Gán nhãn cho Potability
data_1$Potability <- factor(data_1$Potability,
levels = c(0,1),
labels = c("Không uống được","Uống được"))
str(data_1$Potability)
## Factor w/ 2 levels "Không uống được",..: 1 1 1 1 1 1 1 1 1 1 ...
table(data_1$Potability)
##
## Không uống được Uống được
## 1998 1278
data_0$Potability <- factor(data_0$Potability,
levels = c(0,1),
labels = c("Không uống được","Uống được"))
str(data_0$Potability)
## Factor w/ 2 levels "Không uống được",..: 1 1 1 1 1 1 1 1 1 1 ...
table(data_0$Potability)
##
## Không uống được Uống được
## 1998 1278
#Boxplot của pH so với Potability
boxplot(data_1$ph ~ data_1$Potability,
main="pH and Potability",
col=c("pink","lightblue"),
xlab = "Potability",
ylab = "pH")
#Boxplot của Sulfate so với Potability
boxplot(data_1$Sulfate ~ data_1$Potability,
main="Sulfate and Potability",
col=c("pink","lightblue"),
xlab = "Potability",
ylab = "Sulfate")
#Boxplot của Trihalomethanes so với Potability
boxplot(data_1$Trihalomethanes ~ data_1$Potability,
main="Trihalomethanes and Potability",
col=c("pink","lightblue"),
xlab = "Potability",
ylab = "Trihalomethanes")
#Boxplot của Hardness
boxplot(data_1$Hardness ~ data_1$Potability,
main = "Hardness and Potability",
col = c("pink","lightblue"),
xlab = "Potability",
ylab = "Hardness")
#Boxplot của độ dẫn điện so với Potability
boxplot(data_1$Conductivity ~ data_1$Potability,
main = "Conductivity and Potability",
col = c("pink","lightblue"),
xlab = "Potability",
ylab = "Conductivity")
#Boxplot của nồng độ chất rắn so với Potability
boxplot(data_1$Solids ~ data_1$Potability,
main="Solids and Potability",
col=c("pink","lightblue"),
xlab = "Potability",
ylab = "Solids")
#Boxplot của Chloramines so với Potability
boxplot(data_1$Chloramines ~ data_1$Potability,
main = "Chloramines and Potability",
col = c("pink","lightblue"),
xlab = "Potability",
ylab = "Chloramines")
#Boxplot của Carbon hữu cơ so với Potability
boxplot(data_1$Organic_carbon ~ data_1$Potability,
main = "Organic Carbon and Potability",
col = c("pink","lightblue"),
xlab = "Potability",
ylab = "Organic Carbon")
#Boxplot của độ đục so với Potability
boxplot(data_1$Turbidity ~ data_1$Potability,
main = "Turbidity and Potability",
col = c("pink","lightblue"),
xlab = "Potability",
ylab = "Turbidity")
##================
## THỐNG KÊ MÔ TẢ
##================
#Định nghĩa hàm thống kê
custom_group_stats <- function(group_data_0, group_data_1) {
results <- list()
for (col_name in names(group_data_0)) {
x_data_0 <- group_data_0[[col_name]]
x_data_1 <- group_data_1[[col_name]]
stats <- c(
mean = mean(x_data_0, na.rm = TRUE),
median = median(x_data_0, na.rm = TRUE),
sd = sd(x_data_0, na.rm =TRUE),
Q1 = quantile(x_data_0, probs = 0.25, na.rm = TRUE),
Q3 = quantile(x_data_0, probs = 0.75, na.rm = TRUE),
min = min(x_data_1, na.rm = TRUE),
max = max(x_data_1, na.rm = TRUE),
n = length(x_data_1)
)
names(stats)[4:5] <- c("Q1", "Q3")
results[[col_name]] <- stats
}
return(t(as.data.frame(results)))
}
#Áp dụng thống kê mô tả theo nhóm
#x_data_0 <- data_0[,1:9]
data_0_num <- data_0[,1:9]
data_1_num <- data_1[,1:9]
data_0_split <- split(data_0_num, data_0$Potability)
data_1_split <- split(data_1_num, data_1$Potability)
group_names <- names(data_0_split)
final_stats_list <- lapply(group_names, function(group) {
group_stats <- custom_group_stats(data_0_split[[group]], data_1_split[[group]])
group_stats_df <- as.data.frame(group_stats)
group_stats_df$Potability <- group
return(group_stats_df)
})
final_stats_df <- do.call(rbind, final_stats_list)
print(final_stats_df)
## mean median sd Q1
## ph 7.077736 7.036752 1.5455903 6.224046
## Hardness 196.733292 197.123423 31.0575397 177.823265
## Solids 21777.490788 20809.618280 8543.0687880 15663.057382
## Chloramines 7.092175 7.090334 1.5010449 6.155640
## Sulfate 334.200184 333.073546 31.9482935 319.354715
## Conductivity 426.730454 422.229331 80.0473166 368.498530
## Organic_carbon 14.364335 14.293508 3.3345535 12.101057
## Trihalomethanes 66.320635 66.622485 15.6427868 56.441831
## Turbidity 3.965800 3.948076 0.7802824 3.444062
## ph1 7.068655 7.036752 1.3440133 6.351824
## Hardness1 195.800744 196.632907 35.5470408 174.330531
## Solids1 22383.991018 21199.386615 9101.0102083 15668.985038
## Chloramines1 7.169338 7.215163 1.7029877 6.094134
## Sulfate1 332.683125 333.073546 41.8659268 313.052947
## Conductivity1 425.383800 420.712729 82.0484462 360.939023
## Organic_carbon1 14.160893 14.162809 3.2639068 12.033897
## Trihalomethanes1 66.543247 66.622485 15.9719499 56.911186
## Turbidity1 3.968328 3.958576 0.7808418 3.430909
## Q3 min max n Potability
## ph 7.940697 3.889107 10.258615 1998 Không uống được
## Hardness 216.120687 98.452931 304.235912 1998 Không uống được
## Solids 27006.249013 320.942611 61227.196010 1998 Không uống được
## Chloramines 8.066462 1.683993 12.653362 1998 Không uống được
## Sulfate 348.316746 267.157960 400.322434 1998 Không uống được
## Conductivity 480.677198 181.483754 753.342620 1998 Không uống được
## Organic_carbon 16.649485 4.371899 28.300000 1998 Không uống được
## Trihalomethanes 76.518849 0.738000 120.030077 1998 Không uống được
## Turbidity 4.496106 1.450000 6.739000 1998 Không uống được
## ph1 7.780068 3.889107 10.258615 1278 Uống được
## Hardness1 218.003420 47.432000 323.124000 1278 Uống được
## Solids1 27973.236447 728.750830 56488.672410 1278 Uống được
## Chloramines1 8.199261 0.352000 13.127000 1278 Uống được
## Sulfate1 354.807924 267.157960 400.322434 1278 Uống được
## Conductivity1 484.155911 201.619737 695.369528 1278 Uống được
## Organic_carbon1 16.356245 2.200000 23.604298 1278 Uống được
## Trihalomethanes1 77.067457 8.175876 124.000000 1278 Uống được
## Turbidity1 4.509569 1.492207 6.494249 1278 Uống được
#Kiểm tra số lượng mẫu theo nhóm
table(data_1$Potability)
##
## Không uống được Uống được
## 1998 1278
barplot(table(data_1$Potability),
ylim = c(0,2500),
main = "Barplot of Potability",
xlab = "Potability",
ylab = "Frequency",
col = c("pink","lightblue"))
#Biểu đồ mật độ
library(ggplot2)
library(gridExtra)
##
## Attaching package: 'gridExtra'
## The following object is masked from 'package:dplyr':
##
## combine
library(dplyr)
library(rlang)
data_1 <- data_1 %>% mutate(Potability = as.factor(Potability))
var_density <- function(data_1, var) {
p <- ggplot(data_1, aes(x = !!sym(var), fill = Potability)) +
geom_density(alpha = 0.5) +
labs(x = var, y = "density") +
theme_minimal()
return(p)
}
grid.arrange(var_density(data_1, "ph"), ncol = 1, nrow = 1)
grid.arrange(var_density(data_1, "Hardness"), ncol = 1, nrow = 1)
grid.arrange(var_density(data_1, "Solids"), ncol = 1, nrow = 1)
grid.arrange(var_density(data_1, "Chloramines"), ncol = 1, nrow = 1)
grid.arrange(var_density(data_1, "Sulfate"), ncol = 1, nrow = 1)
grid.arrange(var_density(data_1, "Conductivity"), ncol = 1, nrow = 1)
grid.arrange(var_density(data_1, "Organic_carbon"), ncol = 1, nrow = 1)
grid.arrange(var_density(data_1, "Trihalomethanes"), ncol = 1, nrow = 1)
grid.arrange(var_density(data_1, "Turbidity"), ncol = 1, nrow = 1)
##====================
## MA TRẬN TƯƠNG QUAN
##====================
#Ma trận tương quan các biến liên tục
par(mfrow=c(1,1))
M <- cor(data_1[,1:9], use = "complete.obs")
round (M,3)
## ph Hardness Solids Chloramines Sulfate Conductivity
## ph 1.000 0.081 -0.077 -0.034 0.018 0.019
## Hardness 0.081 1.000 -0.047 -0.030 -0.076 -0.024
## Solids -0.077 -0.047 1.000 -0.070 -0.143 0.014
## Chloramines -0.034 -0.030 -0.070 1.000 0.023 -0.020
## Sulfate 0.018 -0.076 -0.143 0.023 1.000 -0.009
## Conductivity 0.019 -0.024 0.014 -0.020 -0.009 1.000
## Organic_carbon 0.036 0.004 0.010 -0.013 0.024 0.021
## Trihalomethanes 0.002 -0.013 -0.009 0.017 -0.026 0.001
## Turbidity -0.035 -0.014 0.020 0.002 -0.011 0.006
## Organic_carbon Trihalomethanes Turbidity
## ph 0.036 0.002 -0.035
## Hardness 0.004 -0.013 -0.014
## Solids 0.010 -0.009 0.020
## Chloramines -0.013 0.017 0.002
## Sulfate 0.024 -0.026 -0.011
## Conductivity 0.021 0.001 0.006
## Organic_carbon 1.000 -0.013 -0.027
## Trihalomethanes -0.013 1.000 -0.021
## Turbidity -0.027 -0.021 1.000
#Lập ma trận
library(corrplot)
## corrplot 0.95 loaded
corrplot(M,
method = "color",
type = "full",
order = "original",
addgrid.col = "lightgrey",
tl.col = "red",
tl.srt = 90,
tl.cex = 1.0,
cl.cex = 1.0,
addCoef.col = "brown",
diag = TRUE)
