library(readr)
## Warning: package 'readr' was built under R version 4.4.3
library(randomForest)
## Warning: package 'randomForest' was built under R version 4.4.3
## randomForest 4.7-1.2
## Type rfNews() to see new features/changes/bug fixes.
library(caret)
## Warning: package 'caret' was built under R version 4.4.3
## Loading required package: ggplot2
## 
## Attaching package: 'ggplot2'
## The following object is masked from 'package:randomForest':
## 
##     margin
## Loading required package: lattice
library(dplyr)
## 
## Attaching package: 'dplyr'
## The following object is masked from 'package:randomForest':
## 
##     combine
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
library(caTools)
## Warning: package 'caTools' was built under R version 4.4.3
water_potability <- read.csv("~/DATASET DATA MINING/water_potability.csv")
water_potability
##              ph  Hardness     Solids Chloramines  Sulfate Conductivity
## 1            NA 204.89046 20791.3190   7.3002119 368.5164     564.3087
## 2     3.7160801 129.42292 18630.0579   6.6352459       NA     592.8854
## 3     8.0991242 224.23626 19909.5417   9.2758836       NA     418.6062
## 4     8.3167659 214.37339 22018.4174   8.0593324 356.8861     363.2665
## 5     9.0922235 181.10151 17978.9863   6.5466000 310.1357     398.4108
## 6     5.5840866 188.31332 28748.6877   7.5448688 326.6784     280.4679
## 7    10.2238622 248.07174 28749.7165   7.5134085 393.6634     283.6516
## 8     8.6358487 203.36152 13672.0918   4.5630087 303.3098     474.6076
## 9            NA 118.98858 14285.5839   7.8041736 268.6469     389.3756
## 10   11.1802845 227.23147 25484.5085   9.0772000 404.0416     563.8855
## 11    7.3606401 165.52080 32452.6144   7.5507009 326.6244     425.3834
## 12    7.9745216 218.69330 18767.6567   8.1103845       NA     364.0982
## 13    7.1198244 156.70499 18730.8137   3.6060361 282.3441     347.7150
## 14           NA 150.17492 27331.3620   6.8382235 299.4158     379.7618
## 15    7.4962322 205.34498 28388.0049   5.0725578       NA     444.6454
## 16    6.3472718 186.73288 41065.2348   9.6295963 364.4877     516.7433
## 17    7.0517858 211.04941 30980.6008  10.0947960       NA     315.1413
## 18    9.1815600 273.81381 24041.3263   6.9049897 398.3505     477.9746
## 19    8.9754643 279.35717 19460.3981   6.2043209       NA     431.4440
## 20    7.3710503 214.49661 25630.3200   4.4326693 335.7544     469.9146
## 21           NA 227.43505 22305.5674  10.3339179       NA     554.8201
## 22    6.6602120 168.28375 30944.3636   5.8587691 310.9309     523.6713
## 23           NA 215.97786 17107.2242   5.6070605 326.9440     436.2562
## 24    3.9024757 196.90325 21167.5001   6.9963116       NA     444.4789
## 25    5.4003018 140.73906 17266.5934  10.0568525 328.3582     472.8741
## 26    6.5144151 198.76735 21218.7029   8.6709369 323.5963     413.2905
## 27    3.4450619 207.92626 33424.7687   8.7821475 384.0070     441.7859
## 28           NA 145.76818 13224.9356   7.9064447 304.0020     298.9907
## 29           NA 266.42102 26362.9650   7.7000635 395.3895     364.4801
## 30           NA 148.15306 15193.4135   9.0468327 307.0118     563.8047
## 31    7.1814486 209.62560 15196.2300   5.9946786 338.3364     342.1113
## 32    9.8254899 190.75662 19677.8925   6.7575407       NA     452.8362
## 33   10.4332910 117.79123 22326.8920   8.1615048 307.7075     412.9868
## 34    7.4141482 235.04453 32555.8525   6.8459520 387.1753     411.9834
## 35           NA 232.28045 14787.2063   5.4749148       NA     383.9817
## 36    5.1158171 191.95274 19620.5453   6.0607130 323.8364     441.7484
## 37    3.6416298 183.90872 24752.0725   5.5383141 286.0596     456.8601
## 38    5.6180644 304.23591 17281.9752   6.1010835       NA     399.4716
## 39           NA 143.45373 19942.2732   5.8907546       NA     427.1307
## 40    9.2671875 198.61439 24683.7236   6.1106124 328.0775     396.8769
## 41           NA 233.85900 11703.9239   4.5993879 309.0393     349.3996
## 42    5.3319405 194.87407 16658.8765   7.9938296 316.6752     335.1204
## 43    7.1457715 238.68993 28780.3404   6.8140287 385.9757     332.0327
## 44    9.9206911 202.81748  9973.9341   6.8822483 337.3505     333.1925
## 45    4.7584394 183.34945 21568.4288   4.7313490       NA     403.9442
## 46    5.7029260 216.85047 35606.4402   7.1843511       NA     504.6383
## 47    6.9538642 209.63829 10575.1863   4.4627072 315.6066     391.1843
## 48   10.6829664 173.37550 15758.7406   5.5707836 307.3526     323.8079
## 49           NA 129.89057 34415.8531   6.3219290 304.5352     470.3292
## 50    8.7572574 200.19140 21536.2247   4.9151011 317.8829     404.7178
## 51           NA 168.38843 27492.3073   7.0462248 299.8205     383.7950
## 52    7.8096319 100.45762 12013.5506   5.2123146 247.2008     605.2201
## 53    6.6524881 145.01017 19871.7884   4.9610664 288.0522     545.9750
## 54    9.1471971 211.71414 11920.6108   7.2307948 339.7519     527.7089
## 55   10.5607446 181.89337 21783.6510   6.9912600 340.3904     456.5564
## 56    7.4842548 260.09217 30616.6151   9.3791335       NA     404.6708
## 57    8.5208066 238.33511 28779.6500   8.2828085 381.6493     481.3188
## 58    4.9994138 190.28705 24323.8659   7.2301641 324.8930     405.3305
## 59           NA 157.80119 16963.6250   8.3356185 300.0442     360.9960
## 60           NA 155.05573 20557.2404   8.1873190       NA     290.1810
## 61    3.9060784 233.40284 32144.7999   6.9948396 348.3594     269.4491
## 62    6.3913536 213.01783 20965.4783   5.3755599 327.6505     369.3381
## 63           NA 229.48569 35729.6927   8.8108430 384.9438     296.3975
## 64    8.6920920 195.14374 24656.2397   8.2319003       NA     398.3454
## 65    8.0857598 127.73967 32653.9104   6.5342374       NA     416.2396
## 66    6.2039777 212.30662 21815.0741   7.8739919       NA     362.1080
## 67    5.0581089 238.56938 34873.9345   8.9832761 374.4335     669.7251
## 68           NA 103.46476 27420.1674   8.4173050       NA     485.9745
## 69           NA 211.20053 12830.4841   4.5021170 326.9615     333.3298
## 70    7.2615505 179.88979 24964.7777   5.8370865 349.2693     501.1828
## 71    7.1604672 183.08931  6743.3461   3.8030364 277.5991     428.0363
## 72    5.7047648 116.29933 33223.5815   7.0505032 297.0782     504.3787
## 73    6.2172731 130.94446 19460.3828   7.0924630 300.1313     556.6537
## 74    8.6799350 242.22867 22984.0510   7.5187647       NA     352.9426
## 75           NA 219.30091 14859.4664   5.5983268 344.4424     425.2136
## 76    6.8973221 211.36017 25650.7776   6.7660099       NA     383.0143
## 77    3.5145455 158.73208 23029.6636   6.8216791 286.5228     307.3791
## 78    3.7225005 163.63975 37962.1680   6.6845703 326.6940     467.5630
## 79    6.4550048 176.68397 24468.0484   5.7569300 314.7996     477.5813
## 80    7.3168048 217.52286 31903.3998   9.8650475 376.9380     425.9134
## 81    1.8445384 233.76434 28689.5958   7.7244323       NA     410.3873
## 82    5.5191257 168.72858 12531.6019   7.7307229       NA     443.5704
## 83    7.4089855 204.96175  9566.1223   6.5059231 311.4527     504.1460
## 84    5.9767696 258.95273 27267.9819   7.6485993 383.6572     514.1189
## 85    6.3953591 133.83423 23827.2750   5.1277469 266.9084     573.4003
## 86    6.2096423 195.41772 13116.7077   7.8793477       NA     417.2417
## 87    6.7628325 232.07518 27159.3843   7.8849907 350.4453     465.4138
## 88    9.9187171 199.18125 21470.2783   6.7998414 329.1784     430.5077
## 89   10.1554402 300.29248 12652.3630   6.6551264 398.6478     487.4591
## 90    8.7217267 206.36968 28608.0521   6.3254424 377.4045     506.9384
## 91           NA 197.97978 17153.3062   7.6592039 329.2803     575.1147
## 92           NA 199.10789 29721.9116   6.8696902 357.3032     420.7096
## 93    6.0996467 237.91993 20416.8410   8.4578307       NA     291.1048
## 94    9.0267877 253.21707 27965.0721   6.5883744 373.5532     588.3197
## 95    6.9533716 203.14655 11609.1091   5.4957377 304.2832     551.1433
## 96    6.1408776 197.87609 26687.8745   7.5871964 329.2319     548.0728
## 97    7.0778740 220.67054 23873.3782   6.1818396 341.9872     333.0508
## 98    5.4883143 135.80236 21485.1532   8.1874158 280.6033     441.3311
## 99    7.2055592 120.32762 24627.8676   6.2024693 289.7687     418.4333
## 100   9.1778699 163.27483 20868.3312   7.7260404 320.4214     426.9944
## 101   4.2707162 166.83771 24405.2505   7.3915101 297.2067     349.5189
## 102   7.3488445 223.26494 11519.0465   8.8895587       NA     494.1584
## 103   8.5261699 175.61284 11837.1234   7.4837088 308.3985     474.2405
## 104          NA 169.04192 36152.8209   8.3303889 329.0397     590.7488
## 105   2.6120359 188.80413 34798.2526   6.7964392       NA     468.0803
## 106   8.4905716 204.12365 22989.7964   8.2707929 358.8471     435.0009
## 107          NA 213.54193 22539.7116   6.9572042 334.0412     463.3988
## 108   8.8584015 254.61752  9624.3005   7.9540156 348.4082     344.3034
## 109   6.0981565 189.99585 27776.9011   6.4430979 347.9304     245.8596
## 110   8.4199707 185.71899 13237.9896   3.9982658 308.1426     463.6473
## 111   9.2861550 222.66155 12311.2684   7.2898660 332.2394     353.7401
## 112   7.8758951 226.28479 12710.2495   7.3031266 346.4033     445.3741
## 113   7.7253329 252.26549 36477.7381   8.3867610 426.5436     339.4113
## 114   3.3880906 212.02894 20230.1256   8.5697815 349.1560     353.9129
## 115   6.7453067 218.42464 21871.8387   7.1655092       NA     373.0501
## 116          NA 190.42390 28062.6419   9.6151470 357.2267     263.7719
## 117   7.1838257 261.85080 14100.9690   9.0084952 358.7247     290.4238
## 118  10.1119767 240.43210 15331.3027   5.3926513 361.9029     403.0418
## 119   7.3974133 122.54104  8855.1141   6.8886889 241.6075     489.8516
## 120   7.8128044 196.58389 42550.8418   7.3346476       NA     442.5458
## 121   6.8774569 136.87921 27433.5873   7.0915215 307.3971     342.1963
## 122          NA 146.97025 16367.4584   7.6870372       NA     468.9450
## 123          NA 230.80948 27418.7810   7.1364984 369.3100     274.6606
## 124   7.5210517 267.05965 26865.3737  10.4494503       NA     505.7094
## 125   8.5508755 231.24879 28918.4200   7.8225285 369.2642     432.2853
## 126  10.3084777 217.21975 27653.2352   8.9122663 369.5312     382.9515
## 127          NA 252.67047 29368.6742   9.9061466 433.9522     465.2166
## 128   7.3710851 207.71682 24913.8372   9.6163304 362.3002     363.1685
## 129  11.1806947 228.30086 16600.3927   6.0940005       NA     504.0505
## 130   6.5064878 202.28594 17087.0769   6.2019828 326.6624     481.7719
## 131   6.6439358 151.88960 10909.1946   3.7496251 240.9367     437.9090
## 132   5.0337740 155.32148 34971.8075   7.1214774 320.1155     500.6373
## 133   6.9126076 155.74050 17973.1789   4.9163026 275.9082     439.6481
## 134   7.9776360 245.89513 32170.0692   9.6356361 399.5832     473.6625
## 135   6.0783358 197.50191 35957.7922   8.1304722 379.5277     360.0605
## 136   6.2424145 191.90873 28149.4118   7.1304368 319.3068     448.2425
## 137   6.0633548 160.76731 14775.1456   7.4841036 305.8286     327.2702
## 138   8.1295855 177.89897 27834.2177   9.0060077 334.4385     397.0214
## 139   9.5624059 202.01364 13041.8291   5.8206552 327.1188     433.3817
## 140   8.1677926 200.91375 27141.3629   7.2624166 344.1611     525.5988
## 141   8.5944161 270.02271 15791.6754   5.9126906       NA     672.5570
## 142          NA 167.38613 20944.6208   4.9631240       NA     566.3393
## 143   6.8254679 187.05171 46140.1268   6.1377575 352.7022     373.4272
## 144   7.8611777 204.27424 25145.0241   7.9233154 338.2138     469.4870
## 145   4.9657736 220.84864 21802.7449   6.2505780 311.5981     386.4133
## 146   6.2074330 192.93703 13442.6035   5.8190229 325.9066     533.7959
## 147          NA 157.00129 20067.1053   8.0710510       NA     490.9097
## 148   9.7692510 264.26565  8471.6774   8.3497098 359.2685     353.1965
## 149   9.6306655 152.86243 23641.7026   6.9257061 333.1483     417.1671
## 150   5.1874716 104.75242 20060.0787   6.9139109       NA     368.8154
## 151   7.6335701 199.65300 16312.1550   9.9005469 358.5663     420.5342
## 152   5.7711990 155.05089 24909.4440   6.5312613 297.0093     313.7019
## 153   6.5799693 197.22698 17657.0842   4.5062935 290.2899     254.3933
## 154   4.8011544 180.77287 13556.7344   8.9772864 322.0624     587.3950
## 155   7.9488157 238.23641 19129.4584   5.8519650       NA     434.6555
## 156   6.9069922 216.78529 19991.2391   7.3023517 340.1060     356.4591
## 157          NA 281.26867 22452.0908   6.7736990 343.6358     395.3418
## 158          NA 190.77946 12224.3105   4.6462111 308.5649     399.2714
## 159   8.4613309 212.58137 34406.7764   8.6791516 384.8554     477.3434
## 160   7.7261348 233.94786 21667.8687   6.3131819 340.2732     472.2590
## 161          NA 247.66157 19549.4993   8.7696703       NA     438.8658
## 162   8.9270781 241.87511 22821.2544   8.5497383 367.9756     380.1972
## 163   6.2080155 153.22111 17358.7964   8.2149389 328.2820     481.1957
## 164   6.1284256 141.49241  9615.8327   7.6279191 277.9517     415.0087
## 165          NA 202.25483 11981.7402   9.1891061 339.9839     416.5889
## 166   7.3080488 274.70495 14600.5395   8.1058029 384.5649     415.6073
## 167          NA 170.09924 39906.1903   6.5549962       NA     515.3867
## 168   8.6408864 201.56872 26473.7132   6.9670946 352.3066     309.9833
## 169          NA 205.50946 20406.9277   6.8100692 355.2659     482.3301
## 170   8.1532101 127.14489 10280.9295   5.8283578 267.6369     487.9083
## 171   8.2937201 206.16041 35216.3860   6.4409998 347.0622     399.4836
## 172          NA 233.85035 21136.2868   6.6898776       NA     332.7376
## 173          NA 237.67738 26009.0753   7.0745313 372.6003     344.7679
## 174   9.4899729 234.06997 15513.7404   4.7353322       NA     277.9701
## 175   7.8309763 190.79904  7695.0639   4.8452055 292.5158     507.4455
## 176   4.4302812 139.68576 28862.2572   8.9613724 298.3795     434.7813
## 177   7.2407396 201.18680 23783.0996   7.7512854 340.9837     579.2204
## 178          NA 260.20536 19517.7248   8.7641687 368.8210     251.0209
## 179   6.8673013 174.18498 24112.1535   5.5299422 297.6556     484.1229
## 180   6.1296370 200.27818 30989.9484   8.8301023 348.8682     341.3886
## 181   7.9170494 278.05632 27192.2806   9.2201282 424.7880     358.7817
## 182   6.5116181 181.87342 29136.8146   7.6857751 345.7516     475.3414
## 183   5.3238156 232.36858 37625.7527   8.8798229 380.5765     580.8977
## 184   6.7695729 168.93707 11067.1811   7.1212636 305.7950     289.5425
## 185   5.8779740 141.61529 13652.2932   5.7016591 279.7824     538.4954
## 186   9.5340217 201.95521  9472.6149   6.1057085 319.5764     259.6368
## 187   6.3400276 225.02815 45222.5067   5.8090316 363.0058     435.5005
## 188   8.6615924 284.09835 27088.4765   7.8978565       NA     512.2773
## 189   5.6535061 146.59023 16462.4601   6.5015962 299.6446     272.4406
## 190   6.6260122 112.29949 25839.8941   7.6587469 312.2470     327.2481
## 191   7.7938336 176.86648 18344.6804   7.5676769 338.2296     371.2170
## 192   7.5931277 261.56617 18371.0572   6.2975425       NA     387.6296
## 193   7.3627365 185.69218 16268.4486   5.3170193 316.9186     419.2584
## 194   9.3203054 129.82386 16002.1383   4.4050345 271.6706     499.8442
## 195   3.7197916 248.85927 23590.9321   7.6837422 351.5555     427.4959
## 196   6.6556050 216.44117 20571.8457   8.9842368       NA     336.8315
## 197   9.8688779 214.16624 15326.8559   3.3515978 297.0842     424.2928
## 198   5.5906144 229.19214 35370.7355   7.9896407       NA     469.4131
## 199   5.5544365 229.12283 31344.4604   7.7614311       NA     306.8725
## 200   4.1265287 125.47488 11215.9459   5.3660113 261.4448     445.2415
## 201   5.9700357 230.44933 16324.1152   5.2939186 315.1861     327.7866
## 202          NA 229.77135 16162.2623   4.9336622       NA     448.8460
## 203   8.3691544 183.50038 12975.9003   6.6008531 315.9011     493.4654
## 204   6.2842482 190.01765 12206.6812   7.9107112       NA     395.2611
## 205  11.2678284 161.89636  6040.3699   7.2054141       NA     316.5359
## 206   9.2980180 163.03883 13990.5134   4.2497016       NA     399.4774
## 207   7.8954692 154.26578  7769.6161   7.2052620 258.3129     407.7322
## 208   7.9474858 269.80941 34440.7734   6.9582832 390.1042     425.6278
## 209  10.0261592 224.26636 14962.1778   7.4283131 336.9729     517.5128
## 210   6.4881932 225.48191 34864.4279   8.9516923 385.5056     324.5098
## 211   5.8697368 207.72546 22244.2182   6.5977643 352.5640     465.6165
## 212          NA 220.81370 21410.3196   6.3248798 335.8459     382.1978
## 213   5.3041427 160.96836 25299.5116   6.2860431 300.5007     497.7904
## 214   7.5336148 186.91825 11642.7275   5.8906843       NA     363.5063
## 215   4.0776077 207.83805 18194.9541   7.9239740       NA     288.3652
## 216          NA 105.85926 37928.1422   5.6094403       NA     358.8888
## 217   7.0861684 189.14538  4304.4925   3.6158905 259.3733     400.9043
## 218   6.2710122 213.44468 24846.1419   8.3729970       NA     543.3917
## 219   7.9577683 276.73357 17162.3984   7.8415416 397.4320     514.4217
## 220   8.8756423 228.92159 28487.7086   5.3187320 351.9607     474.7725
## 221          NA 192.44717 18257.5693   7.4722491 313.7765     462.4024
## 222   6.6137091 141.12892 25648.5695   7.2229716 295.2369     374.7703
## 223   7.7357050 137.31817 16723.9772   7.6758262 282.5399     595.3293
## 224   9.9250413 238.71339 10704.6032   6.1100194 351.5974     405.9002
## 225   9.0025831 202.99077 19523.1249   7.2447533 330.3615     366.4917
## 226   5.0957665 273.40845 26307.2985  10.2198041 380.2015     513.8776
## 227   8.5946771 263.76459 23220.1206   6.3944631 383.9626     588.8527
## 228   7.0837791 112.82025  8580.2456   4.2102841 234.8527     434.7477
## 229   7.6828725 180.70138 12105.7219   5.3967161 296.2389     469.8356
## 230          NA 133.81311 18272.5060   5.9118705       NA     415.2117
## 231   6.4197725 208.76025 30759.6814   7.7678635       NA     523.6002
## 232   4.4432389 178.95621 25008.5322   4.9488145 298.5767     429.5448
## 233   6.9786643 183.24280 23114.4461   6.5008254 323.1558     470.0787
## 234   6.6236136 203.03014 17167.3013   6.0496009 311.7263     410.2432
## 235   3.6647106 201.09732 28102.7566   5.6820353 330.0235     291.1484
## 236   4.8141356 205.21404 17650.4050   8.1210801 350.4879     414.0307
## 237   5.7796737 199.58608 24160.3543   9.4581283       NA     428.5532
## 238   6.9378188 177.57814 12626.1979   7.3808830       NA     439.6250
## 239   7.4367826 208.09400 28544.6163   6.5000525 339.0239     522.7937
## 240   4.7233126 252.27490 22833.1920   5.9224506 378.5603     411.2950
## 241   9.3806581 265.06122 15156.7898   4.2715447 333.3345     503.1706
## 242   7.8101449 187.31505 20418.8899   7.2148957 325.2289     351.1861
## 243   9.4366372 143.78841 20724.9304   7.7001002       NA     469.7613
## 244   9.4063258 216.76216 27948.5894   6.1561108 355.4730     347.9831
## 245   6.3212593 207.25771  8532.1395   5.9878766 286.4893     491.7653
## 246          NA 217.36975 17984.3274   8.5941629       NA     409.2208
## 247   4.7053565 103.17359 19555.7651   6.7672980       NA     370.1782
## 248   8.8964190 222.25629  8870.9030   6.0113424 332.0026     425.2269
## 249   6.5818782 272.98274 37169.4444   8.1147310 416.0835     351.4768
## 250   6.7551459 231.26013 18536.6986   8.7571332 342.5480     385.1146
## 251   9.4451298 145.80540 13168.5292   9.4444711 310.5834     592.6590
## 252   9.0248450 128.09669 19859.6765   8.0164226 300.1504     451.1435
## 253          NA 169.97485 23403.6373   8.5197299       NA     475.5736
## 254   6.8001191 242.00808 39143.4033   9.5016946 187.1707     376.4566
## 255   7.1741352 203.40893 20401.1025   7.6818063 287.0857     315.5499
## 256   7.6579912 236.96089 14245.7891   6.2890649 373.1654     416.6242
## 257   8.3229867 207.25246 28049.6463   8.8270613 297.8131     358.7259
## 258   5.9342791 223.85813 23249.6538   4.6028499       NA     277.3845
## 259   9.8027208  98.77164 27357.4567   9.2181504 323.1991     512.4287
## 260   6.1019552 215.26809 15976.9262   8.8571600 308.4827     417.8436
## 261   4.9977706 280.08241 26849.1947   6.1307565 374.2330     297.6115
## 262   4.8157668 217.68709 16392.1351   7.4611705 278.7423     481.4808
## 263   6.5480206 278.58511 25508.3869   6.7493778 366.8715     497.3218
## 264  13.1754017  47.43200 19237.9497   8.9070197 375.1473     500.2460
## 265   6.6180109 233.66164 19598.8607   4.7010493 432.5564     401.6698
## 266   7.7880547 212.69146 29879.0601   6.9989615 360.6683     359.5691
## 267   5.1918343 211.09418 14866.1039   7.2386913 323.1093     388.7166
## 268   5.6263395 230.85798 14442.4189   5.2103687       NA     346.5532
## 269   6.8696389 251.29345 21728.8213   8.8031747 279.7769     539.4669
## 270   9.0586284 155.35756 15737.4689   7.2519789 343.2340     463.3893
## 271   7.2918883 127.54430 27784.0485   9.7544759 247.3354     439.6493
## 272   7.2759088 175.22038 22644.7663   7.8868545 293.3099     373.3457
## 273   6.5127371 229.26386 22475.0469  12.5800265 192.0336     479.5013
## 274   7.2078868 175.87029 35804.2926   8.0660591 320.1022     468.5628
## 275          NA 156.52063 16146.1571   6.6295992 352.3534     629.2812
## 276   5.3249419 280.08965 35344.6580  13.0438061 180.2067     392.4215
## 277   7.0823006 169.46893 29846.7191   5.4433869 350.4018     353.0304
## 278   5.3341836 224.78794 28897.4915   6.0485246       NA     360.1792
## 279  10.7618978  81.71090 25999.9537   8.4773939 318.4272     392.7041
## 280   6.2868069 258.30005 13777.3762   7.4832577 328.6806     563.4348
## 281   9.7945587 129.87096 20682.7317   9.3908426 291.9801     427.1239
## 282   8.2104436 167.10219 13933.0854  10.4228418 243.4859     391.0689
## 283   6.9417194 173.33439 20111.8213   6.6971941       NA     374.4853
## 284  10.3561188 136.32375 48621.5640   9.1587039 327.9228     365.7203
## 285   7.9589843 171.48362 23625.8139   9.5377351 259.9800     327.6239
## 286   3.8826311 243.80795  7751.8095   0.5303513       NA     341.2911
## 287   5.6717738 216.04281 15949.1532   7.5005732       NA     372.5352
## 288  10.0033005 143.09429 46113.9575  12.9121866       NA     574.5550
## 289   6.5528475 198.80694 34006.4207   8.6912062 274.9044     477.1639
## 290   7.6285527 156.79369 26244.0369   8.3376104 255.0432     495.9670
## 291   4.7908405 268.72088 17862.3690   4.5545736 377.2412     608.8469
## 292   7.7109599 181.93813  6552.6263   5.3892486 390.5964     516.2841
## 293   8.2912990 211.21703 20008.1350   8.7678750 275.7673     475.9091
## 294   6.1931701 225.68342 12883.7265   4.7393601       NA     389.4060
## 295   9.0326606 121.44144 15618.1702   6.1574907 372.9275     390.6572
## 296   6.1394937 236.67403  8081.4665   6.2508081       NA     416.2388
## 297   7.1294247 178.37235 25840.5789   7.4878233 312.9827     323.2989
## 298          NA 191.28522 21948.3254   5.6267873 355.4888     509.4068
## 299   5.4185038 187.77681 35902.7157   4.3570879       NA     454.5203
## 300   8.0754945 195.80500 29483.6019  10.4938409 298.7372     321.7483
## 301          NA 225.28770 22511.6926   7.0575779 377.1290     291.3537
## 302  10.0496737 132.83284 11557.0320   8.5505727 323.5081     442.7680
## 303   5.6676506 229.92837 16953.8987   8.7743061 293.5742     554.1205
## 304          NA 181.68916 27776.1803   7.5898688 298.2267     417.6312
## 305   8.9239806 135.93847 27919.7707  12.3632848       NA     415.6295
## 306   6.4288663 225.61309 15596.4733   6.1534724       NA     466.0444
## 307   6.9606035 201.71545 11348.6760   4.2978898       NA     468.5914
## 308   5.8736758 203.32993 19216.6831   9.2127787       NA     420.2912
## 309   6.7954690 187.78302 15300.8387   7.4865984 316.9569     498.6659
## 310  10.0410280 113.83111 16266.4344   7.9390744 363.8669     557.4861
## 311          NA 273.25562 44506.4416   8.4126881 233.7926     485.6472
## 312   7.2960377 235.73519 36043.7066   5.1962128 377.1907     385.6143
## 313          NA 161.82648 29299.1234   7.0287967 350.4309     375.7807
## 314   5.8626412 185.06522 44069.2722   4.3827213 412.6901     331.5701
## 315   7.2921418 174.48043 33991.6516   9.5117924 259.1650     435.1080
## 316   8.0628056 200.49311 11567.8878   9.8899500       NA     510.4144
## 317   7.8219709 157.18155 23318.1880   9.0840399 324.8517     294.6365
## 318  11.3017940  77.45959 39227.6195   8.5179861 337.5012     410.8561
## 319   6.5937643 233.51413 25589.6106   9.7856958       NA     489.7034
## 320   9.1610886 119.84190 26618.0596   6.1055733 343.2892     379.7252
## 321          NA 144.81526 14507.0178   5.8190917 353.6073     290.8895
## 322   4.6429531 307.70602 16115.9299   7.7073423       NA     439.9444
## 323   7.7984537 188.39494 32704.5693  11.0788725 258.1912     507.1787
## 324   5.5643425 256.20883 11245.7358   7.2122539 329.3384     369.5555
## 325   7.8865912 213.05259 38852.0296  11.1707886 281.7008     326.1154
## 326   7.4431890 193.12480 13551.9533   4.3132648       NA     430.4873
## 327   3.6571231 275.76714 23736.8163   9.1007721       NA     426.2311
## 328   9.5971919 167.08898 21153.3228   7.9444693 346.0750     335.1976
## 329   6.9642259 212.76449 29957.1912   7.6751876 321.2509     378.0855
## 330   7.6729095 152.87831 22989.3512   6.2319133 343.4390     401.1409
## 331   6.7370041 220.10010 24694.7442   8.3736599       NA     384.3087
## 332          NA 163.22447 18570.2853   8.1093459 296.1903     463.7417
## 333   5.3824890 240.01821 18189.3950   5.5519905 397.7001     551.4762
## 334   7.0229521 264.52561 15978.3552  10.9562055 262.0646     412.7094
## 335          NA 250.70539 27355.9343   6.4820380 377.3580     559.8178
## 336  10.0262238  94.09131 25510.0973   6.6141140 385.4027     388.4673
## 337   5.5838330 261.23383 35278.6817   6.5946168       NA     278.6390
## 338   7.9529291 221.36985 18621.4249   6.8794184       NA     309.2546
## 339   5.5001866 254.67271 21082.8520   8.3693541 347.8165     469.7954
## 340   7.5437005 161.62314 19116.0121   8.4934067 289.9600     440.2834
## 341   6.8483316 159.18805 12837.5061   5.1644481 373.9917     558.8156
## 342          NA 181.21051 30280.7886  10.3825466 256.6301     487.9973
## 343   5.9102517 282.73902 15244.8464   6.6365506 363.3847     695.3695
## 344   8.7168203 153.98003 11734.4489   7.1236113       NA     447.0281
## 345   6.0168891 221.14731 16656.0627   5.2016878       NA     383.2078
## 346   9.5678227 173.11150 38787.4627   5.1499999 444.9706     492.4115
## 347   4.2962470 278.14752 19672.4872   4.9552182 414.6367     330.0674
## 348   3.5515792 323.12400 38969.3890   8.9255153       NA     514.7629
## 349   8.5296693 157.70048 18203.7300   8.9268263 309.5420     498.6508
## 350   8.0653390 174.12058 21366.2836   7.4909440 315.1804     497.0192
## 351   9.1584452 186.67297 15797.0304   8.1510807 333.8123     425.7520
## 352   8.8485863 188.91998 32033.3320  13.1270000 182.3974     479.7920
## 353   9.4954564 185.87859 18088.3548   7.5273753 388.7687     409.4510
## 354   8.0528939 198.99447  9025.0794   7.2177880 338.3969     328.4331
## 355   2.7985491 311.38396 26931.2435   7.1168974       NA     521.1405
## 356   6.4258739 188.98028 11965.3965   7.5711226 365.4537     502.9911
## 357   7.7572697 213.04845 25259.7805   7.6351530 363.6848     543.5288
## 358   7.7486547 239.78828 29331.2366  10.7130966 217.0006     441.5295
## 359   5.1173903 225.65740 30914.1116   6.2077295 371.6494     356.8623
## 360   7.4815354 218.26117 12088.4165   4.8706604 407.2965     518.3756
## 361   5.3742226 201.33144 19410.2338   3.2395803 384.5628     350.1780
## 362   7.0636470 140.61287 17941.8113   6.2753046 376.0462     402.5936
## 363   6.8764510 190.84451 21979.0317   5.6305576 363.8317     349.1861
## 364   4.8124337 250.18395 11465.5756   4.3626412 398.1619     607.0265
## 365   4.9935307 242.62050 13900.7793   6.4677441       NA     429.8278
## 366   4.7888611 234.89370 28174.6205  10.8500365 187.4241     444.8543
## 367   4.0372877 291.46190 52318.9173   7.7794593       NA     401.2043
## 368   6.5058725 240.28791 29534.6903   6.7752772 341.7282     265.2512
## 369   6.7797740 153.88631 24415.0706   7.3226717       NA     459.8765
## 370   6.9525117 211.69730 33737.2885   6.3008707       NA     395.4070
## 371   5.6284069 226.83004 28334.4919   8.0124970 293.9243     351.1612
## 372   5.9660005 194.79622 17350.0585   4.4665772 404.6100     406.8063
## 373   6.3194315 180.96562 36278.7183   9.9605521 275.5917     307.6914
## 374   8.0272479 193.35242  7714.7470   6.0872377       NA     440.9390
## 375   8.8826845 135.52306  4857.2538   5.2097789       NA     532.3367
## 376   5.9912835 224.60856 29983.1160   7.3838187 329.7315     604.6313
## 377  10.2724443 163.62462 18894.8524  10.0682054 269.6467     446.4507
## 378          NA 131.54774 21626.4976   7.2078464       NA     390.9550
## 379   6.1051401 249.14139 45249.4490   7.3693603 338.7713     314.9651
## 380   9.4433589  73.49223 20438.2247   8.0249531 315.8057     458.6772
## 381   6.8874144 223.60306 29189.1367  10.5144660 253.8306     386.6229
## 382   6.5129008 169.21748 25151.4116   4.6133108 375.6123     296.0744
## 383   5.7727181 213.36354 26124.9314   8.6307190 273.2794     465.5593
## 384   4.9125573 308.25383 44063.0984   7.9279769 280.9337     327.4757
## 385   9.7395619 166.94886 13623.1601   7.2359218 385.0591     369.5913
## 386   5.5419790 185.67187 20143.0653  10.2361760 209.4711     517.9358
## 387          NA 193.50341 42268.3343   9.0059428 258.3927     384.6849
## 388          NA 143.30020 16263.1675   6.2297366       NA     503.6641
## 389   6.4489310 240.24477 13979.1657   9.0779848 314.5905     473.7513
## 390   5.4779123 211.39884 27361.6591   5.8104569 340.6238     358.0441
## 391   8.5447087 181.41340 31429.3790   7.5550297 350.3971     393.8896
## 392   7.3785970 175.98245  9460.3226   5.9410118       NA     402.0199
## 393   6.6640031 199.58872 15902.9453   5.2577890 346.5846     347.3533
## 394   6.7755828 218.41493 17968.8828   8.2541148       NA     358.7177
## 395   8.7363712 194.67769 24283.6588   8.8555445 329.0042     333.6238
## 396   7.1469763 196.56268 16911.2038   6.8905055 320.1009     520.1114
## 397          NA 242.90944  9654.7337   6.2539804 359.6658     588.5667
## 398   5.0403317 232.23448 25653.6902   5.9293076 328.3296     529.0525
## 399          NA 281.58216 21707.4923   5.0372612 348.2397     347.9575
## 400   7.7454991 168.35562 14336.6275   5.2643100       NA     421.4853
## 401   6.2596516 208.37943 37356.7464   8.5654873 256.4738     380.2402
## 402   8.5963912 189.52316 14518.9745   5.1241294 422.9904     348.0415
## 403   5.7673496 272.47218 15417.9328   7.7288599 315.4049     424.4612
## 404   7.0889406 206.36412 13839.7134   8.0882420 321.2961     369.9693
## 405   8.0291816 158.04040 19663.4694   8.4334484 283.2705     431.3047
## 406          NA 286.20176 46931.8843   7.4400239 262.5265     557.4219
## 407   4.7257856 249.67100 20834.2943   5.0360101 378.9987     411.1145
## 408   8.1957654 214.51761 10389.5425   6.2954050 327.1939     403.1899
## 409   6.4437537 196.61599 25740.4126   2.4843800 435.6728     352.3536
## 410   7.0390943 179.64522 28827.3602   4.9455552 389.8893     593.3962
## 411          NA 185.75573 27345.1743   8.9327636       NA     313.8788
## 412          NA 185.84680 14971.9490   6.6663429 346.4862     418.4536
## 413   6.9452241 220.96004 36438.3109   5.5516604 337.9639     367.9980
## 414   5.7421104 188.21660 26831.6104   6.2027212 318.3767     498.1424
## 415   5.5966278 177.21379 17925.3521   8.4354701 303.7342     552.3087
## 416   7.3503790 193.63337 26736.0856  10.4165889 309.4169     557.4957
## 417   6.2627989 206.88975 31414.5258   4.5280762 349.7347     567.0273
## 418   9.9270237 208.49074 19666.9928   8.0086183 340.2378     482.8424
## 419   5.3814075 175.57431 15371.9999   7.4572453 312.3549     308.7298
## 420   4.9613527 166.25996 22229.2301   9.9220779 295.1318     449.1472
## 421   6.4570975 192.26494 18340.0468   8.8321376 335.9701     517.4322
## 422   6.5393695 214.63860 21230.4314   6.4855943 336.9749     532.5728
## 423   6.2524100 225.78410 23920.2548   7.0181650 303.7917     484.5858
## 424   7.9673448 180.53171 19384.0374   9.8682379 325.4968     386.0553
## 425          NA 212.73169 37030.7081   5.0403195 351.0645     535.3024
## 426   7.6095212 223.28839 40879.7896   7.0306993 310.6324     370.2709
## 427   6.8878639 173.32502 19947.9242   7.4887031 334.0980     441.0026
## 428   9.8790713 208.90565 14673.6707   6.2402476 366.8176     442.3375
## 429   7.6387618 178.27164 18308.5027   6.5480978 362.3329     394.1810
## 430   6.9618917 223.59584 31101.6843   3.6920654 343.8273     530.2214
## 431   8.0606096 208.04271 15489.3257   5.6202988 361.9704     423.4208
## 432   7.2402718 213.42314 23432.9627   5.9278681 328.3592     325.3877
## 433   7.4867797 199.67778 25396.0118   4.9605584 342.4535     444.6786
## 434   8.4104606 234.87652 27554.3453   5.6817162 362.4896     519.0316
## 435   6.1439215 175.27408 29072.1697  12.0625362 287.6982     469.9833
## 436   6.0961799 174.87163 16314.2334   8.0630207       NA     435.7838
## 437   6.3848240 243.68807 39960.2990   6.6976571 297.1855     437.7279
## 438   9.4626660 225.39931 12224.6246   2.9813790 387.0987     485.6973
## 439   7.8681471 199.03597 20434.1057   6.2109937 337.9161     549.4150
## 440   5.8731571 153.67338 21910.7636   9.7528787 319.3567     352.4560
## 441          NA 186.87301 26004.5289   8.4935288 320.6935     534.1303
## 442   6.5293044 210.00403 28970.0876   4.2501509       NA     422.8176
## 443   5.1522037 207.29926 27000.1069   6.6918060       NA     350.0050
## 444   7.8586628 210.95475 26703.8535   6.5090654 341.3419     374.0728
## 445   7.7044103 234.63595 22057.3792   8.1244032       NA     397.3997
## 446   6.7280044 201.12690 22888.7881   7.6639880 319.4635     325.5375
## 447  10.4645025 190.99485  6700.7751   6.8798577       NA     498.9319
## 448   9.1127863 205.94107 20868.6280   6.9627900 330.9343     422.0395
## 449   8.0798084 174.16109 12677.8415   7.2952116 333.5825     589.5522
## 450   7.0786594 232.58185 26177.7895   3.9143532 334.1611     380.4599
## 451          NA 139.33115  2912.2112  10.3382340 343.3180     532.8852
## 452   8.0438893 169.68822  8896.1951   7.8378612 328.9398     430.8368
## 453   7.0402450 192.95598 20988.4294   6.4223590 320.9488     381.3573
## 454   5.4839741 166.16184 21144.9753   7.6076109 322.7331     306.3559
## 455   8.5344069 248.57748 22372.3033   2.9937441 366.1462     341.7602
## 456   7.2665945 176.85370 14859.0597   8.2617782 327.1723     445.0375
## 457   6.2566511 181.07231 16905.8015  11.5861511       NA     481.3071
## 458   7.2403510 201.99720 14462.6743   6.7371760 314.0431     534.8010
## 459   8.6921153 144.23636  2552.9628   9.2026339 347.9751     517.4275
## 460   8.6395410 168.61397  7013.2118   8.4516010 355.2139     419.7889
## 461   7.1798641 180.85421 10859.5538   8.2635034 341.3025     358.0563
## 462   7.1639992 203.78160 34226.0721   9.4120346 320.2589     415.5775
## 463   8.9261131 189.98795 15249.6202   7.0762217 341.5269     361.9016
## 464   6.3531103 206.26981 18409.0373   3.7237762 348.2099     389.6832
## 465   6.6815536 238.51244 26132.2118   6.3044591 309.2370     326.0262
## 466   5.4453260 201.37946 28001.1182   7.2089460 331.5875     365.0916
## 467   7.5398819 185.82598 21575.2452   7.4429987 333.0796     444.1166
## 468          NA 199.91801 15335.5114   8.0923771 303.3272     399.6054
## 469   4.3704766 188.65404 29542.3382   8.1171141 301.0222     456.3085
## 470  10.3164004 217.26684 10676.5085   3.4455146 397.7549     492.2065
## 471   6.5995938 198.32326 21078.8872   6.2342315 331.4956     447.9878
## 472   4.1975836 189.47368 31292.1277   7.1052043       NA     370.7714
## 473   7.9207946 173.35715 13454.6348   6.9478951 356.7681     471.3687
## 474   6.3307328 166.73801 18397.1994   8.0764265       NA     436.9918
## 475          NA 181.29613 23433.9018   7.7295884       NA     329.7409
## 476   7.7641426 186.13243 25926.0756   8.0112066       NA     399.1317
## 477   8.2371426 190.05969 20015.3981   8.3852167 356.0918     377.6821
## 478   5.6792341 188.18870 35643.1812   8.8826537 322.1694     256.3026
## 479   7.4175704 193.77188 23207.0928   7.4721153       NA     496.1052
## 480   4.7759834 196.27396 19185.7919   4.9429299 329.1439     459.0836
## 481   7.8650950 210.03929 14310.6233   6.6128996       NA     403.3606
## 482   5.9034657 201.86403 25394.1047   7.6921542 313.6481     434.7197
## 483   7.7057110 178.92286 18476.6192   8.2262281 334.8899     518.0434
## 484   7.8151218 190.31390 20229.1082   9.1868931 335.6387     379.2229
## 485   6.1397430 168.44421 23894.1360   9.4945817 318.0261     494.1291
## 486   5.0414050 193.16785 17342.3141   7.8429748 322.1070     444.4535
## 487   8.6751927 200.73594 15049.5842   8.6303806 356.8055     441.2981
## 488   7.6893580 221.35689 30253.8511   6.2693090 320.4781     529.7465
## 489   8.5701291 200.07187  9782.3443   5.6616970       NA     511.1615
## 490   5.6717623 184.78184 17527.7167   5.3147593 339.0565     409.4794
## 491   6.6248064 204.34293 21443.2647   5.9804018 312.3152     412.9968
## 492   6.5410077 195.56689 29616.4929   7.1086281 328.9985     530.7997
## 493          NA 169.18874 18408.2950   5.1318393 342.9377     350.8944
## 494   9.2411976 223.69135 21610.5813   4.1161831       NA     480.0131
## 495          NA 162.62629 21318.9617   7.5752788 289.2084     457.8116
## 496   6.3408090 158.34274 15288.2138   7.5997517 342.4477     334.9373
## 497   5.9803572 181.25870 11826.2943   3.6885044 356.1666     543.3480
## 498   7.6059788 172.19814 10930.0557   8.4326386       NA     400.7062
## 499   6.4275124 178.32656 25993.7114   7.2945541 329.6952     566.7547
## 500          NA 196.24886 17909.3658   3.6722705       NA     417.2873
## 501   6.1090733 191.75557 26853.9495   9.0646128 312.2020     375.5474
## 502   5.8429331 168.29529 19156.1231   6.8783479 331.4776     506.7568
## 503   5.3675465 175.43282 29009.0108   6.4814437       NA     463.4784
## 504   5.3458871 184.78457 22274.3684   9.7271033 319.0305     492.1355
## 505   5.3863074 212.59299 40149.3166   8.1242319 318.7917     355.5464
## 506   9.9194784 207.06559 16544.2756   7.0393109 363.0369     278.7532
## 507          NA 218.30218 42061.3228   6.3311775 324.5416     503.1392
## 508   7.1214584 204.16414 20574.3643   7.0891462       NA     353.9276
## 509   9.4182961 173.64022  8777.6868   8.4561779 358.2921     596.8258
## 510   7.4571648 263.03670 31085.0834   1.6839926       NA     584.6044
## 511   5.2722276 206.31318 42210.8852   8.8497167       NA     410.6485
## 512   7.2919570 202.32904 21891.6772   7.6287469 339.8290     379.2701
## 513   7.8038332 223.68811 37376.7930   6.6649694       NA     343.7640
## 514   6.8443509 197.46047 23608.8622   8.3964046       NA     526.4259
## 515   5.6087452 152.95406 19835.9808   9.3459815 323.3933     596.0764
## 516   5.7011546 233.51504 41411.6017   5.8954640 310.1605     509.7679
## 517   5.4127625 226.58649 45510.5843   7.0701852 307.6215     420.1248
## 518          NA 208.17746 17264.8409   3.2961573 387.0708     631.3042
## 519   5.0181324 169.39724 29072.0381  10.7114754 297.0133     467.2181
## 520   4.5522384 197.07693 25969.2151   8.8654220       NA     461.8363
## 521          NA 203.50592 21417.5936   6.0726376 319.5227     348.5273
## 522   7.0253059 202.80908 23502.8578   5.2390132 335.5487     471.1317
## 523   5.7706210 194.50014 16173.7271   6.3417973 318.7889     387.1305
## 524   8.4378760 183.10662 12856.9287   7.4000195 361.7797     587.0226
## 525   5.9070783 213.47108 41839.4564   7.9247621 312.3299     357.2590
## 526   6.8983413 187.41531 19024.4855   6.9150702       NA     428.7870
## 527  10.2527344 217.73667  9651.8748   4.3383534 369.2977     528.1216
## 528   8.2064999 182.90536 18949.9755   6.6629489 347.1326     332.8553
## 529   7.2861674 208.44409 30879.0267   6.8569671 336.0488     352.6021
## 530   8.8092964 226.10590 18140.5943   4.9303807 320.7994     350.1167
## 531   6.6415007 198.88441 27867.4868   7.3277293 318.4084     573.7238
## 532   6.1451484 197.54107 39657.2721   9.9001594 288.1579     319.4340
## 533   5.9064418 177.89137 27296.2940   8.8692680 312.0158     385.8128
## 534   5.3898459 163.34435 19646.2334   9.0927212 314.2376     491.7504
## 535   5.0065630 160.49645 27218.8220  11.5431905 289.9758     303.2563
## 536   6.5036382 163.25663 15000.1878   7.6418337 334.1031     517.4284
## 537   9.6068589 200.84214 18907.6428   7.5150874       NA     370.9038
## 538   8.7422299 179.40980  9694.3549   6.5771280 368.5043     323.7440
## 539   8.3943974 187.64341 10603.0980   7.8402605 352.8356     376.2411
## 540          NA 204.92383 12556.7540   5.7890076 359.9518     610.7676
## 541   3.8412050 186.91777 19988.6493   7.1749523       NA     483.3342
## 542   4.3013735 148.73770 26640.0722   9.2426528 316.7644     365.8354
## 543   9.8958892 210.65404 13189.5194   4.9451279       NA     481.1368
## 544   4.3194407 186.05618 30565.5784   9.8111684 276.8339     282.6874
## 545   8.3137736 196.54770 11310.9583   5.3108152 364.4051     607.9158
## 546          NA 179.14929  4784.9679   5.7021867 378.3982     517.4961
## 547   3.4103597 207.39747 49074.7304   5.6674335 301.9750     351.5204
## 548   7.5109433 182.19285 17100.8874   5.9487846 357.2657     499.0951
## 549   6.9782909 191.85848 26189.6471   7.2794332 317.1842     564.6476
## 550          NA 164.37843 15908.5619  11.2086883       NA     360.8143
## 551   7.4607272 237.57961 25222.9560   7.2774428 316.5623     377.6822
## 552          NA 190.04666 18327.4384   7.8987649 354.4192     445.9285
## 553   7.2201656 204.76839 15658.0863   3.8427319       NA     407.3750
## 554   8.7908512 187.43981  7850.6419   6.3599422       NA     384.9208
## 555          NA 198.23441 26486.1814   6.4729584       NA     472.6937
## 556          NA 219.01333 29433.4238   9.3840556 302.7673     426.4307
## 557   9.0491661 169.50925  4343.3566   5.7808226 386.7005     471.9254
## 558   9.5151406 199.08132  9082.8162   5.9765495 367.2308     501.4468
## 559   6.1452429 213.17559 20417.2644   6.2437431       NA     435.3765
## 560   7.4942120 210.34728 29252.5011   5.9227043 339.8466     445.0612
## 561   7.0918858 221.19148 29091.2071   5.1349604       NA     515.0600
## 562   6.6245725 172.05547 14877.2897   7.0799340 338.4413     405.8181
## 563   6.0321889 200.42076 32882.1559   6.5165189 352.0186     349.9822
## 564   6.3440954 164.81721 14973.2974  10.7070156 316.1445     337.2194
## 565          NA 209.76602 27382.7693   7.4323122 323.9556     301.2029
## 566   7.4591449 217.70013 19436.5035   4.6391159 352.4244     494.0943
## 567   6.3616668 175.04400 25833.8517   8.2437812 333.9471     302.1907
## 568   9.0115888 228.91952 25208.1518   6.7670104       NA     380.1452
## 569   7.4662131 223.18418 18261.6949   5.2065968       NA     456.2622
## 570   5.7398163 189.82779 15825.4403   8.1101403 313.0573     425.0168
## 571   7.7851067 174.88936 13404.2543   7.5178057       NA     491.4317
## 572   7.1385868 180.90378  9727.6532   5.7064286       NA     399.9548
## 573   8.8051777 157.23198  4728.6507   8.8482622 356.7736     299.2798
## 574   8.0030315 186.46308 15007.2727   7.6973237 355.7260     561.6132
## 575   7.1573379 214.01010 23718.5520   3.9243669 343.7644     506.8997
## 576   6.4273651 202.94498 20920.2516   5.5276207 338.5824     332.6128
## 577   6.1246723 179.57975 27951.6131   8.0756269 303.6469     467.1718
## 578   8.4579010 228.73215 16061.5901   4.1424854 356.3048     370.7121
## 579   5.7721974 200.14497 27840.6942   7.1322398 318.6435     414.0150
## 580          NA 220.97605 11562.4355   6.0333923 359.1869     406.4664
## 581   6.7607905 192.14262 19089.9486   4.3645214 345.0189     457.5548
## 582   7.8950457 174.69269 10465.2616   7.6683154 350.5354     472.0429
## 583   8.5767399 221.15026 24897.2866   6.2226264 341.8092     389.2928
## 584   5.5967298 229.29510 44652.3639   6.5009531 323.9990     424.2570
## 585   8.1456324 218.44080 31350.2758   5.5076497 334.6449     376.6699
## 586   6.6654951 222.48777 25319.9139   4.9709586 339.0597     318.5643
## 587   6.4990680 173.76887 23734.8462   9.0090557 330.1647     593.5618
## 588   9.7358894 209.76151 10897.1503   6.1065669 358.1931     449.3678
## 589   9.2682819 204.36049 14333.5380   9.0701263 328.2979     431.4754
## 590          NA 180.89304 17705.6086   6.2233122 350.1953     447.9371
## 591  10.0596421 175.87583  5232.9133   9.6741748       NA     477.9838
## 592   6.4758854 177.29495 16532.8288  10.0965880 305.2489     466.6494
## 593   6.0961283 200.64622 16932.5771   6.5422064       NA     404.4601
## 594   6.2978456 214.21457 21022.8350   7.2587219 331.8220     434.0487
## 595   5.2840967 185.70549 26532.7373   6.1325457 328.1396     543.1817
## 596   8.2699447 192.00378 11889.2177   8.3772334 345.9874     405.3406
## 597   6.0395678 246.69285 39489.0097   3.1949688       NA     357.9863
## 598   6.2432790 171.10389 19605.0296   8.2682291       NA     512.8947
## 599   8.2140998 192.17713 12819.8754   7.5360232 343.4773     418.6788
## 600          NA 205.63879 39742.9703   4.6605285 323.9565     509.5464
## 601          NA 233.02013 27071.1186   6.2209365 298.1126     357.1196
## 602          NA 220.55252 28135.0768   7.9780981 307.6525     421.4643
## 603   9.8360305 230.47192 16103.3605   5.5993141       NA     300.0625
## 604   8.7197643 219.77890 30681.1203   7.2687651 340.9185     481.8534
## 605   7.0096017 220.56200 18628.6968   6.7816804       NA     397.9961
## 606   6.4926388 172.86396 14625.5614   7.7365695 349.4041     652.5376
## 607   7.8145243 180.34731 17516.6994   7.4890064 352.2770     370.0114
## 608   9.6525629 205.20606  8508.1537   4.9454166 386.5412     392.7675
## 609   8.0075412 151.73632  8864.6865  11.2515073       NA     447.4844
## 610          NA 170.55009 17561.2728   8.3202096 349.2920     374.4638
## 611          NA 204.73500 33798.1090   6.5781606       NA     426.0805
## 612   7.3868377 189.59581 29122.6970   8.4207633 321.5678     458.0442
## 613   5.4975803 204.68287 29493.4230   7.6041303 323.6088     476.8445
## 614   6.0578281 230.71769 44868.4584   6.4433916       NA     397.2368
## 615          NA 222.82121 23879.2268   5.0823566       NA     382.7580
## 616   6.2689533 185.70665 24769.5114   6.7176660 318.2279     534.5408
## 617          NA 190.92926 20661.4111  10.1754838 299.3456     471.0626
## 618   6.2849848 196.77506 29213.6204   8.5287926 334.4778     574.5407
## 619   9.0430956 181.56666  8273.5920   6.7010419       NA     372.5512
## 620   8.5230621 201.60849 24207.2980   7.2207162       NA     436.6260
## 621          NA 183.46485 19998.8590   7.1518887 337.5395     294.8468
## 622          NA 193.40027 30630.7599   6.8735681 342.1932     430.3956
## 623   4.0290527 203.38686 42327.1680   8.5504831 279.6753     503.7324
## 624   6.4127070 204.35810 32333.8415   5.2040845 345.7175     389.2153
## 625   6.2762950 184.95206 28653.4723   6.5194349 335.2578     470.4297
## 626   7.6488779 188.50698 22510.9751   8.6172081       NA     393.2935
## 627   5.5481818 204.25990 39997.7837   7.0272262 319.2029     431.9724
## 628          NA 216.67562 17870.3152   6.6133867 338.4159     438.1321
## 629   7.4686170 240.34531 36701.9743   4.5364130 339.2214     453.2114
## 630          NA 179.14945 21051.3654   8.8878462 296.9491     418.2698
## 631   7.9181505 214.18661 23823.4929   7.2908777 341.1733     411.4245
## 632          NA 191.76426 10830.8012   6.3628894       NA     492.2003
## 633          NA 181.37465 14579.8221   5.4350582       NA     308.7925
## 634   5.4332421 201.78125 31157.1102   7.2863923 304.4253     451.5572
## 635   8.3395116 202.20162 21295.7499   5.6181161       NA     428.9503
## 636   6.7157191 195.19060 19966.7447   7.7446958 354.2089     411.7955
## 637   6.0980121 211.45401 39352.7758   6.2121913       NA     488.1413
## 638   6.5768453 156.22177 12772.0958   9.7598977 341.7494     418.9725
## 639   4.6810988 220.47613 38748.4113   4.6525138 306.4512     442.5305
## 640   8.1512153 219.56005 13699.6807   3.8044283       NA     460.5287
## 641          NA 226.54835 13584.4903   4.1906962 374.1576     335.3782
## 642          NA 220.83603 27319.5690   4.5071016 329.9972     463.9652
## 643   5.6696896 194.13007 20081.5380   6.7781036       NA     403.9899
## 644   6.6249436 185.41093 16360.5663   9.4728450 320.8465     458.9240
## 645   8.2736436 188.16075 11120.7010   7.4108909 346.3198     344.1550
## 646          NA 241.89551 25717.9362   4.2399971 369.5411     474.9375
## 647          NA 221.62006 11954.7007   6.6570531       NA     391.2387
## 648  10.5096686 213.87687 16786.9254   6.6242202       NA     411.2170
## 649   5.1714341 207.28053 44612.7514   7.2879252 300.2543     552.9076
## 650   6.9641983 193.75328 27408.4993  10.1846046 307.6945     302.9404
## 651   6.5487965 205.16816 13584.9002   3.7776480       NA     327.9673
## 652   6.5554393 195.15798 15405.4965   2.7508373       NA     436.2781
## 653   9.0425829 221.32018 14149.4998   5.3258527 366.6684     377.8580
## 654   5.9705789 202.74552 19952.3095   7.8720378 311.1882     412.0389
## 655   6.2738058 191.85040 15130.1544   5.1127505 349.9495     538.2037
## 656   6.6040080 212.97847 23564.5797   6.6082051 325.3539     430.3328
## 657   7.1439420 153.23636 11553.0393   8.4446872 329.4045     278.4833
## 658   8.1164466 208.68915 23985.8644   7.5138702 346.4238     436.2906
## 659   7.6651878 209.99725 22993.7294   5.5439013 343.4942     417.7390
## 660   5.5553530 154.30068 20503.4301   9.6449965 313.4703     355.2070
## 661   7.5439313 192.23454 24227.9611   7.2413435 336.1510     369.4277
## 662          NA 218.57355 11724.6233   7.5654068 296.4305     452.7277
## 663   7.3401709 210.11881 12810.4232   8.8672938 309.6616     412.7066
## 664  10.0151891 210.12672  9064.0358   7.1984324 363.5618     324.6479
## 665          NA 188.74356 19037.4626   6.0342361       NA     388.0659
## 666   7.8464633 233.97658  6670.6594   6.8445262       NA     545.3107
## 667          NA 155.67578 52060.2268   2.5775553 365.0810     323.0010
## 668   6.3341628 197.48233 23460.8214   6.1214635 303.5503     399.5638
## 669   9.6160957 221.75982 12538.9740   9.0895311       NA     441.8810
## 670          NA 186.59525 29496.9102   8.1177478 378.4305     616.1752
## 671   8.8929985 224.07818 22960.1806   8.9820364 274.6895     466.2455
## 672          NA 195.83657 14563.6826   9.3159769       NA     289.6606
## 673   8.1414299 211.79427 15494.3598   9.4504140       NA     363.1294
## 674   8.1657149 203.41933 16925.0123   5.5743417 337.2523     527.9125
## 675   4.9319584 164.66677 31155.5402   7.4114835 383.7826     506.5314
## 676   8.9778219 198.99629 20225.6429   7.5695181 352.6858     492.0978
## 677   7.3726118 220.38716 17606.8857   9.4263394 274.2068     551.1452
## 678   9.1073304 202.51471 24678.3293   5.5759064 334.7173     467.1108
## 679   4.1682485 164.35129 23863.7169   8.5938192       NA     547.4668
## 680   7.8069090 216.47317 21299.3187   6.2175971       NA     524.0797
## 681   6.7046354 230.76694  9727.7617   5.9436946 223.2358     405.7616
## 682   3.6231658 156.89892 26738.5254   5.0231426 388.7523     388.7526
## 683   7.9668568 186.35336 21440.7388   7.8324737 393.7670     461.3562
## 684   4.5956078 204.85966 13891.0385   6.3713445       NA     631.8221
## 685          NA 204.66905 12874.4446   5.0711645 324.7013     402.6193
## 686   3.9944976 179.45419 18682.2771   6.4647927 331.1456     538.1750
## 687   8.9079871 202.46121 33653.7620   5.4318787 330.8271     426.1866
## 688   5.8987263 198.31002 21148.2419   9.1249003 326.2543     312.3886
## 689   9.5146266 215.72553 16553.5624   7.5478595 321.7762     453.9185
## 690   8.8424637 229.96442  7839.3188  10.5088099 278.4283     370.0852
## 691   7.7210785 208.43859 17248.6187   7.6853697 286.4035     269.0136
## 692   9.0894211 208.91472 32238.0778   6.8950136 321.0805     449.2600
## 693   1.7570371 147.58183 41538.2427   7.7281770 376.0129     428.4448
## 694   7.7251921 213.95133 20461.7590   5.3403186       NA     338.2143
## 695   6.7291915 178.49363 31991.9587   5.6329404       NA     341.7748
## 696   5.0854294 173.56597 33455.2410   6.0332472 351.2713     507.4762
## 697   9.5452705 212.04639 25189.8306   6.2038688 316.5673     498.2670
## 698          NA 182.53398 20049.2421   8.4804680 330.1279     328.7010
## 699   6.2462641 163.21804 26408.8818   6.0296705 429.0223     509.9569
## 700   7.3764491 168.75001 37191.1141   4.1849430       NA     439.3129
## 701   7.8024261 232.67028 14382.9022   7.6269229       NA     413.2922
## 702   8.5967672 202.34319 15173.4711   7.2486250 373.6533     315.4791
## 703   6.4364445 192.99566 19579.3895   7.6408743 314.9227     379.6754
## 704   7.3334777 233.72136 16066.5521   8.1819881 224.2125     401.7393
## 705   6.1447590 210.97975 19981.3152   9.2036141 271.0971     332.5981
## 706   4.7259977 175.99149 34265.8306   5.9233958 324.8707     441.9452
## 707   5.3933459 172.55026 28099.0387   5.7896687 372.6219     505.5423
## 708   5.6248200 215.82287  9028.7603   9.2560978 274.2923     340.6484
## 709   5.7688680 184.39500 31155.9888   8.3928335 356.5527     380.0968
## 710          NA 195.87463 17749.2987   7.5567503       NA     512.4545
## 711   5.2513538 167.92434 34768.9334   4.0230813 377.1435     315.5361
## 712   7.6887859 209.18563 29568.5359   9.8173356 294.3477     355.6986
## 713   3.6810763 144.26527 26726.7711   6.0952829       NA     564.1838
## 714   4.8976917 169.23577 14676.7163   8.3186073       NA     437.5387
## 715   5.8427546 202.04478 13969.2616   6.6439180 290.7960     475.1430
## 716          NA 193.41014 14472.3915   5.6406723 322.6745     431.4573
## 717   5.0383168 170.36046 25866.1039   7.4037500       NA     350.3910
## 718   9.9612477 220.03819 11939.7699   8.4287536 337.4836     398.6809
## 719   7.4175026 198.70565 24389.3629   4.7906814 289.3314     366.3707
## 720          NA 160.32597 37795.7633   9.1522247 390.2766     441.9861
## 721   5.0999320 189.66594 21807.4001   4.3681520       NA     334.5123
## 722   3.6331628 179.35058 28584.1758   5.2463817 292.4405     500.8660
## 723   8.8604509 193.74311 24085.1121   6.1831095       NA     526.7049
## 724  10.1379323 242.00572 15088.8277   8.6777894       NA     596.3463
## 725   9.9008148 199.08375 16233.1347   8.1466432 380.1130     345.0199
## 726  10.2684305 218.21668 13753.9934   7.5126081 334.1781     341.6022
## 727   0.2274991 152.53011 39028.5993   3.4624920 283.6938     443.0292
## 728   6.0172609 206.01440 15157.2688   7.5821239 307.7045     431.7820
## 729   7.1108451 213.88634 25043.5328   6.0484370 245.9543     505.7355
## 730   6.3502905 190.38374 14905.3939   5.5378302       NA     446.8406
## 731   8.1293417 211.12331 22982.9274   6.7790055 326.3980     367.9888
## 732  10.2528162 218.27970 18158.8421   8.6573419 349.5296     336.1988
## 733   5.4623559 187.70953 11642.1490   8.4396411       NA     534.6639
## 734   9.2394404 212.56908 14829.6242   7.1729204 324.1289     575.4220
## 735   7.0713142 213.61963 20038.7964   7.6022519 290.0572     605.3050
## 736   7.1158953 193.70674 18463.8837   4.9243890 319.0570     369.5340
## 737   8.2389966 199.59454 25046.7986   9.2880199 350.8360     328.3634
## 738   6.4462520 204.25356 11104.2505   7.6486129       NA     418.0412
## 739   6.1617795 202.75697 12229.6476  11.5235975 324.0480     344.3657
## 740   6.7721565 196.90010 13790.2962   9.5750529       NA     347.5884
## 741   7.0618455 211.09169 11300.2381   8.8663593 299.9381     353.5104
## 742   4.6382503 182.41962 34261.9859   6.1977159 307.4585     439.1177
## 743   7.6789669 205.47992  7472.5065   7.1818685       NA     395.2358
## 744   8.1377131 178.71663 33786.7163   9.1018851       NA     481.0735
## 745   7.4813978 186.07477 13781.7803   4.6492539 377.3444     323.7728
## 746   8.0821481 185.93242 28407.6610   7.6054208 381.7619     402.6580
## 747          NA 210.62736 27983.1794   5.9472129       NA     436.8441
## 748   7.7021831 192.13753 18126.0310   9.1545805 364.1912     646.7326
## 749   6.7507612 207.25451 23642.9926   7.6910124 293.7830     446.6969
## 750          NA 219.70605 22387.3158   7.3085006 316.9730     327.2895
## 751   6.3239421 185.99241 23234.7889   5.8929627 347.2368     401.3049
## 752   5.4038837 199.01667 11571.4215   6.2854338       NA     377.4307
## 753   5.6998735 159.43560 31977.3701   5.2499744       NA     501.7432
## 754   7.6942646 184.83630 22673.0345   5.7010633       NA     439.6330
## 755   8.5814287 186.60162 20590.7121   3.9241829 366.1319     384.3057
## 756   9.8889414 220.63882 19892.3889   7.9864564 326.0766     460.8124
## 757   3.4264504 154.71172 21839.6960   4.9657223       NA     437.3772
## 758   8.3704405 231.44255 15063.8150  12.2793742       NA     422.2938
## 759          NA 204.85219 13286.1566   9.0938434 332.8455     365.6875
## 760   8.3905006 215.29552 27032.1423   6.5539577 282.8595     443.4456
## 761   7.5819447 193.28646 21675.6829   9.8214985 381.9307     414.8110
## 762   9.8500547 208.74023 35289.2371   8.3501101 337.2097     462.4802
## 763   5.2256838 185.05044 16276.3986   6.6170976       NA     394.6349
## 764   9.6636532 233.48727 13213.5783  10.1499369 293.0747     326.7778
## 765          NA 158.76296 26210.1160   4.0887629       NA     354.8471
## 766   7.9356073 207.01685 19657.8433   8.6045048 312.3436     358.8490
## 767   8.9281421 197.64853 27884.4343   8.9685760       NA     317.5327
## 768   6.9203429 207.82136 16689.7996  10.0311464 286.4139     481.9559
## 769  10.5380984 200.13983 13867.2442   7.3650151 409.4467     340.8088
## 770   5.7293029 162.85759 34573.6788   5.6548564 415.2871     297.6314
## 771   5.3356888 178.64012 37993.1828   9.7725218 343.2584     465.0728
## 772          NA 177.17402 38977.3308   5.4771613 402.4994     484.1730
## 773   6.7698349 177.17326 34596.0019   2.8660730 369.5330     389.5163
## 774   6.8483296 195.45148 15908.6421   6.2413486 319.2647     404.2049
## 775          NA 231.15982 12856.7286   6.9770186 344.4477     392.5169
## 776          NA 205.08879 27064.4184   7.3983786 304.9265     409.5018
## 777          NA 155.86438 28224.7742   8.3667228 392.5826     421.3437
## 778   8.5892023 233.72797  7263.0567   6.9533078 268.9714     258.8802
## 779   8.4736493 182.99720 36412.4883   6.1446657       NA     414.3081
## 780   7.5913461 199.25532 25383.7652   7.9246163 318.6105     416.4456
## 781   8.1377679 203.86187 24172.7033   6.8440176 305.8326     470.8363
## 782   5.3525660 150.49521 27795.7320   5.4640576 445.9384     422.4225
## 783   7.9980903 241.00028  9609.7406   9.8423461 229.5756     428.8824
## 784  11.8980780 228.13267  8296.5506   9.8996367 346.6498     500.1692
## 785   7.4425365 180.85909 18223.0271   8.5772496 405.3200     564.7935
## 786   5.1408005 209.35856 21407.6143   4.4159759 230.5559     378.8972
## 787          NA 242.41343  9783.3687   6.4001520 211.8516     351.9974
## 788   6.9479155 219.59438 10337.5417  10.4147810       NA     453.1519
## 789   9.6221060 182.90973 30307.2177   5.6570042 422.4457     573.3305
## 790   5.3612117 171.31554 24709.7289   4.1848907 366.8150     490.6587
## 791   4.9095190 186.19070 13652.6020   9.3182476       NA     460.5667
## 792   6.3764084 182.12104 33046.7276   5.3515332 362.3521     350.2363
## 793   3.9401255 163.17165 25911.3217   4.1385400 371.9672     487.9852
## 794   6.9168260 210.86044 29263.5541   6.0116110 252.2313     392.3636
## 795   9.1465576 226.09342  6787.4847   9.2417629 319.0258     459.5690
## 796  10.2684147 225.07422 14694.4206   6.7228429 300.7638     353.6309
## 797   8.7876679 232.46264  7035.1338   9.3064490       NA     415.6249
## 798   7.3687685 213.19702 18452.0230   8.2924448 294.3449     496.2709
## 799   9.3527198 207.46516 23558.5547   6.5049160 346.5165     420.5946
## 800   9.3931484 215.05136 20592.2589  10.0895371 331.3387     447.0745
## 801   7.2965729 197.64695 22535.0852   9.2881996 323.4491     353.0629
## 802   8.9008647 211.30681  9592.1513   8.8632724 348.4378     333.7753
## 803   8.1072443 228.17186 18364.8314   6.1859478 246.9426     369.9032
## 804   7.8043689 216.67387 14160.6868   6.0601436 281.3560     468.2125
## 805   4.6661481 171.28870 35680.0679   4.8943736 314.6139     501.9029
## 806  10.9050764 207.00484 16099.1519   8.1864789 369.6839     575.3090
## 807   4.7395488 162.24689 27215.9027   2.8625354 372.8151     437.2176
## 808   9.8692319 223.77266 29549.6588   7.7169229 281.1185     356.1819
## 809          NA 182.58223 19575.4754  10.0483832 424.6890     383.4910
## 810   5.8275412 191.00493 25863.3432   4.8238315 316.0255     370.3573
## 811   0.9899122 133.21694 16922.8539   9.2932886 444.3757     322.2912
## 812          NA 235.24059 10443.7965   7.6055188       NA     319.8429
## 813   9.4858329 218.73824 15357.8334   8.5344584 315.8314     429.6222
## 814   6.4357227 214.72467  9363.8540   9.9976236 273.4631     508.3452
## 815   6.3654972 205.05654  7040.7376  11.3028312 325.3285     371.5796
## 816          NA 202.47516 23828.2077   5.5316846 409.2862     414.6177
## 817   5.4522149 199.22847 14446.8124   7.6891905 298.3184     469.1320
## 818          NA 215.96658 21852.4379   7.4575149 283.7558     364.7011
## 819   5.4334662 177.82830 31421.7316   4.5841339 347.0974     490.2847
## 820   7.3747754 217.69864 12285.8915  10.0382450       NA     358.9833
## 821          NA 175.70855 25954.0318   6.2293218 346.2251     379.2906
## 822   5.2269419 177.31960 28398.5542   6.2945174 336.2929     328.3874
## 823   4.5942092 185.63286 27981.0912   6.7616832 354.7852     380.7233
## 824   6.7841330 212.44234 12827.6210   7.4036419       NA     328.0336
## 825   6.4002562 172.29900 15936.2474   4.9359978 340.3929     435.4056
## 826   6.8394159 166.86697 28508.6378   7.2388286       NA     460.7660
## 827   6.9018634 164.72349 20442.6150   5.1639314 341.5371     468.4163
## 828          NA 191.55482 22462.1133   8.1862584       NA     349.9545
## 829   7.8888436 228.48839 15824.7887   8.3889442 314.8433     423.6627
## 830   5.5276335 218.51892 22095.6372   6.4362882       NA     412.8676
## 831   6.4924031 234.91451 18607.2132   8.6206973 302.1313     442.1042
## 832   6.6846997 193.84093 34157.1845   9.8765741 344.5354     498.0640
## 833          NA 196.33467 24108.1276   7.8431436 352.6239     428.7706
## 834   6.2236778 238.08421 22423.4952   9.3367738       NA     474.6653
## 835   4.7586483 203.53783 23603.0654   7.6671285 324.0843     288.9125
## 836   7.4408250 183.36271 17259.8523   4.6102447 335.6264     452.9953
## 837   8.0548857 200.94348 12642.0659   7.3098216 334.4421     446.7484
## 838   7.0618310 215.94632 24991.7660   9.1383908 321.4734     431.4247
## 839          NA 214.73783 12666.0053   7.0926913 302.4918     319.4231
## 840   7.6116098 222.25227 25063.6830   8.5611238 287.9481     505.2655
## 841   4.6914383 200.88941 32182.2623   8.5716496 364.7468     516.8516
## 842   8.0641701 209.83933  8712.0026   8.5915101 355.4437     338.8482
## 843   4.2929669 212.80865 30434.2691   8.6303130 333.4825     382.9224
## 844   7.8657570 184.91292 16147.0020   7.3213434       NA     505.9129
## 845   9.0856371 238.22197  9001.6588   9.8202309 325.1048     381.3466
## 846   6.5924425 242.48047  9381.2399   7.3031837 312.8144     440.6011
## 847   7.0328187 168.82240 29370.2642   5.3905934       NA     521.7809
## 848   8.9903172 195.80903 23728.2940   7.5083053 348.7146     551.5404
## 849   8.5612189 205.36683 16686.3128   8.1592991       NA     347.8410
## 850   6.7391577 156.48276 30950.6811   6.5430898 363.1796     425.2888
## 851          NA 209.42684 20827.9838   6.5913711 313.8747     567.6042
## 852   6.4926272 213.06538 34314.0871   9.0411461 335.2919     313.2547
## 853   6.7531284 191.98299 18222.9320   3.9209737 296.1966     389.7425
## 854   5.0393736 142.86060 40829.3532   7.2715427       NA     386.8031
## 855   8.2963441 198.19705 17468.9998   8.2629040 369.5907     294.3251
## 856   5.4555994 152.38673 37620.2485   5.7835798       NA     343.4176
## 857   7.9181833 224.15200 20012.1730   9.0087261 302.3936     421.8901
## 858   5.0180459 194.66817 27317.0994   6.1554837       NA     313.4780
## 859   6.4954353 252.01090 32775.6326   8.4793020       NA     330.0451
## 860          NA 203.05024 28184.9005   7.0766336 344.5242     445.7008
## 861   8.7831676 218.03284 16183.5866   7.3904741 334.0539     389.0216
## 862          NA 184.75070 28499.1073   6.5500311 330.7195     381.5016
## 863   8.1596667 215.64822 17068.2989   8.7696218 319.2532     459.5412
## 864   7.6853968 230.33571  7324.7014   7.9913662 331.5125     492.8504
## 865   7.7620207 173.63674 15548.4167   5.0186711 330.3910     520.6408
## 866   7.2079311 204.01035 18493.8722   5.5578638 311.5682     437.5120
## 867   6.9870415 169.72712 19472.6243   5.0176981 366.0189     425.6710
## 868   4.6921966 221.54777 24211.6308   9.3632498 307.7140     406.5517
## 869          NA 219.72571  9840.7828   8.5136546 309.8387     396.8057
## 870   4.0594315 200.38308 25770.0067   8.3421298       NA     414.1578
## 871   8.3899457 213.66568 17674.7061   8.3488148       NA     471.3699
## 872  10.6955325 220.45108 10571.7704   6.5214223 295.9761     414.2561
## 873   6.7916969 175.89435 21467.9509   7.1012238 349.4922     427.2397
## 874   9.9539521 232.94900  3773.2811   9.9798496       NA     339.8830
## 875          NA 218.98641  9836.4018   7.0646725 328.7243     386.3452
## 876   4.4897838 188.25194 14906.0479   8.4860302 374.2269     518.5853
## 877   8.0208691 175.87368 21759.3639   7.4872781 352.9831     428.6610
## 878   5.0900353 174.26636 34094.0572   6.7419094 376.6636     526.3611
## 879   6.4668747 214.33727 14848.1295   7.0549380 304.5732     304.9564
## 880   6.7024962 208.55378 29057.2276   7.0294911 302.7450     361.9478
## 881   5.7662041 179.57265 27700.1219   6.1989372       NA     536.2687
## 882   6.5710992 207.74103 23372.8827   6.2801952 313.8470     497.9023
## 883   8.5092200 200.30435 10587.3049   6.3925451 307.3990     585.2226
## 884   5.9539819 186.45708 32241.0796   8.4396807 347.7132     416.0910
## 885   5.4031965 185.64352 27509.8934   8.2575872       NA     587.3787
## 886   5.5969300 162.72467 23930.3745   7.4565565       NA     535.3396
## 887  10.6329096 198.37801 12958.7485   7.1354966 322.6232     522.0279
## 888   4.9168192 162.45678 22829.1232   4.0244557 360.5904     541.7723
## 889   7.1830959 200.36816 13501.6780   7.9820967 358.3318     617.5409
## 890   5.9234414 167.65860 25951.5540   6.2961032 350.3820     471.8575
## 891   7.3770365 175.00828 15340.9518   6.1448450 371.0105     579.4618
## 892   7.8334959 220.95743 28338.9815   9.3708484 316.2744     462.1424
## 893   4.7457644 186.30314 33153.8130   8.8404735 370.1679     296.9641
## 894   9.0558258 196.47590 20226.2879   5.8385943 298.8036     342.3594
## 895   5.4921560 176.27140 26422.0979   8.0729336 366.6448     500.9388
## 896   4.4875175 199.05140 36860.4689   9.7515608 338.0494     390.5669
## 897   7.0271857 185.32070 30988.9730   8.6004772 327.4627     326.2691
## 898  10.2006445 182.08060  8016.2029   5.5675006 337.7816     291.6003
## 899   6.7842793 140.36671 17569.5798   4.0849324       NA     374.1818
## 900   8.0804152 166.89170 18136.1289   6.8675530       NA     600.9372
## 901          NA 191.34826 14017.3721   6.4907003 345.5605     423.9784
## 902   7.3449759 182.30694  5689.8044   6.7643500 373.8728     360.1845
## 903   5.9237400 200.56121 33306.0125   7.4300374       NA     399.9483
## 904   8.2853953 196.55207 19096.8224   7.3578573 342.9369     388.9412
## 905   5.9495188 160.44263 16898.8083   6.0459064 367.3285     451.0128
## 906          NA 192.20217 34160.9251   8.9631555 363.4728     474.7817
## 907          NA 215.99712 35971.0251  10.0305082 330.8589     558.1085
## 908   5.2965788 220.08083 39537.0865   9.2327661 322.4336     393.3886
## 909  10.2820680 198.54636  8108.2973   5.5484071 332.0179     568.0790
## 910   7.0168361 167.36219 18014.9957   5.9030582 362.5234     471.4844
## 911   6.8716072 197.51709 19557.9937   8.3113487 355.0873     379.5077
## 912          NA 214.17233  8985.9118   7.2979727       NA     498.8039
## 913   8.2740691 195.80333 18091.2026   7.4221044 365.4072     369.1983
## 914   8.2388790 198.21341 11451.3122   5.3089896 309.3294     401.0638
## 915   5.7911544 190.43168 20288.2356   6.2983658 347.0410     544.8575
## 916   6.1533690 237.13983 22052.0346   8.0904940 306.2392     485.0985
## 917   7.3030519 196.95288 22053.0103   5.3926928 305.2216     451.6059
## 918   7.5926723 177.08084 14912.2255   6.0411437 349.2406     355.2844
## 919   6.7841161 189.60835 12736.8650   5.9357718       NA     480.3086
## 920   5.6068561 211.51310 32423.4627   6.8129433       NA     446.3864
## 921          NA 223.44311 36290.7461   9.3800133 333.4452     373.9202
## 922   4.9220455 197.28721 38494.7202   9.1449533 383.2391     357.4707
## 923   5.7007849 185.92225 27365.1064   7.5631005       NA     359.5066
## 924          NA 215.57846 25338.6193   5.7871909 266.1100     429.3503
## 925  10.6780563 168.69577  7066.3769   4.8660924       NA     327.6586
## 926   7.6021215 199.35317 11346.1435   6.9003796 304.9665     210.3192
## 927   8.8462820 188.41500 17734.9496   6.0578676 317.1505     419.3956
## 928   6.7516986 203.40045 26325.8177   8.3654700 341.8956     381.4404
## 929          NA 148.10313 13597.8960   5.7331479 374.0183     357.7111
## 930          NA 202.07986 12519.0907   7.6275238       NA     399.8834
## 931   5.0882132 159.96261 39125.2092   6.0556225 375.6192     400.1553
## 932   6.9549072 159.76640 21895.2857   4.4939001 337.2672     482.5983
## 933   8.9838118 204.64852 15158.7217   8.6458819       NA     416.8992
## 934   9.5196600 204.08095 17258.1884   6.1540726 310.7163     395.6985
## 935   4.7003927 195.35281 35216.5343   7.9190832 335.2794     539.4646
## 936  10.3861329 200.89119 17982.3873   5.8455016 338.9993     336.2797
## 937   5.7465292 183.47179 35633.2685   6.0663864 327.5578     354.1744
## 938          NA 192.97038 11125.4435   4.9549232 324.7582     332.9563
## 939          NA 248.95466 25253.0791   8.9217332 296.8210     482.8469
## 940  10.8112895 209.10305 11848.2283  10.1410601 349.9232     393.1864
## 941   8.9668360 228.69135 16764.8548   7.1378714 320.5560     456.4265
## 942          NA 212.44997  5699.5049   6.6478399 333.0525     269.3446
## 943   6.8488055 204.81271 20555.5596   9.7750041 387.6864     389.6382
## 944   8.8617016 200.61230 15247.1280   6.0502253 313.1271     521.7741
## 945   4.2529850 149.93865 20497.8222   3.2711440 302.8198     427.1138
## 946   6.7298299 229.40778 23114.0318   9.7333561 321.1605     521.8355
## 947   5.9245405 186.62007 44376.1874   6.6141805 341.6378     273.4468
## 948   6.7838885 193.65358 13677.1064   5.1714536 323.7287     477.8547
## 949   7.3908967 219.33598 25574.0917   8.7604344       NA     553.0577
## 950   6.4701520 176.73638 30594.2807   4.3931381 324.6592     524.9098
## 951   6.9303915 190.18939 25780.0591   6.2593529 331.0303     481.7376
## 952   9.3024412 236.58079  5230.6304   8.3004022       NA     367.8976
## 953   7.4219976 220.38531 15772.6532   9.1576153 319.9129     463.2969
## 954   6.5830649 163.36160 17977.6939   6.5420880       NA     383.1245
## 955   6.2044294 211.64096 35439.6878   6.2368362 314.1313     552.4628
## 956   9.0666281 203.38412 22710.4584   5.9628369 321.5859     496.1615
## 957   4.7131167 209.34205 20070.5678   6.5911089 301.9655     354.1702
## 958  10.5813860 213.77644 11298.4501   7.6688974 300.1846     497.1691
## 959   7.5742612 227.98466  8672.5278   7.3353619       NA     433.6795
## 960   6.1387852 158.42213 20129.9788   6.8121429 352.2300     373.8436
## 961   5.2763235 186.38259 42063.8744   6.8629881 319.8380     312.0025
## 962   6.7768791 189.43881 19663.7913   8.3864035 375.4573     420.3574
## 963   7.2394159 211.87283 13911.8266   8.2040710 345.0440     494.4169
## 964   6.5522791 190.54768 15362.4524   6.9285974 356.3180     353.0637
## 965   8.4087662 210.79541 27662.3971   6.6342101 291.6877     555.5810
## 966   7.9863987 202.09394 20447.4901   5.6895185       NA     477.6688
## 967   7.3669153 185.04360 14151.7601   5.5843692 324.5705     336.9569
## 968   6.0627384 224.84118 25842.5813   9.4633907       NA     385.3916
## 969   7.8564711 204.78343  5619.1356   5.8167032 343.5454     432.0431
## 970   5.1583964 189.29579 35086.3970   6.7361180 340.8718     331.5867
## 971          NA 197.57074 17439.4441   6.2264913       NA     406.0148
## 972   6.3990805 230.02793 23037.0768  10.5178485 316.0726     452.9745
## 973   7.3942556 207.96304 29917.8202   7.8162944       NA     392.4967
## 974   4.4438509 240.16790 24070.2637   9.7684065 338.0524     533.9686
## 975   8.2471483 175.91183  9913.9633   4.9745061 324.4333     302.2005
## 976   4.9021590 214.64376 28278.7893   9.9156472 337.1376     375.0364
## 977   6.8631362 194.58666 23610.5176   8.1934160 346.7681     439.2296
## 978   6.6695324 190.75116 16246.1732   6.3729751 324.3419     383.2458
## 979   7.5956700 207.11547 13486.1422   6.1926627 328.2096     452.4457
## 980   8.1630764 183.16185 20335.6765   6.0285594 333.0845     475.2965
## 981   8.8702783 193.36995 16854.1295   5.1801056 318.3546     355.4709
## 982   8.7696760 215.36874 13969.4389   7.5485434 322.7991     369.0167
## 983   4.7373913 215.52951 30684.2116   8.7819046       NA     313.5135
## 984   7.7908749 196.47871 24061.3496   6.7856852 350.1173     471.5185
## 985          NA 238.40960 26493.0762   8.6699441 311.5537     369.2839
## 986   6.0873061 214.55609 11628.3367   7.2319267       NA     344.0720
## 987   7.6512942 200.71705 11699.1335   6.6482728 349.2554     420.8284
## 988   4.7714907 200.37408 48002.0846   9.1652391 340.3102     310.9278
## 989          NA 190.63064 26913.3735   4.6491664 302.4175     509.2849
## 990   5.3920576 198.01717 19900.4078   7.8432256 348.9519     419.8140
## 991   5.4772830 165.43609 29046.0835   5.5230108 370.8931     488.7746
## 992   6.3641557 193.50690 22958.0100   6.6746351       NA     432.1944
## 993          NA 226.76565 39942.9539   8.5947145       NA     538.6218
## 994   8.3479495 231.20310 13533.2300   7.6236036 313.6711     527.3809
## 995   6.6159817 194.98064 20919.0514   6.1363698       NA     383.1221
## 996   8.3123795 203.74455  8727.2473   7.4563023       NA     543.3930
## 997   6.8362249 166.74296 24293.1727   6.8612352 332.8816     390.8050
## 998   6.3854709 231.48846 26756.9180   8.7743567       NA     422.0677
## 999   6.4900372 205.54152 19397.3239   7.8942448 368.5611     479.7862
## 1000         NA 236.35697 24873.6228   9.4106580 300.6884     479.0560
## 1001  6.6488492 181.68812 30733.5038   5.9612722 343.9252     257.7042
## 1002         NA 210.97975 21174.4085   7.6188846       NA     572.7434
## 1003  9.3235839 212.71067 15751.1753   5.5010701 296.8485     399.7737
## 1004  4.5819687 186.09792 33897.0682   6.3584023 316.5528     406.3824
## 1005  7.8848420 229.24266 21733.8280   7.9030815 315.1900     368.7709
## 1006  6.1688385 238.30105 24827.5166   7.7200110 269.4902     482.6733
## 1007  7.2308453 177.57480 17864.6894   5.8182290 343.5933     367.6900
## 1008         NA 235.00460  3900.9139   6.9387295 286.7651     553.4940
## 1009  8.6931043 184.77281 13283.7781   6.5218147 348.5548     560.9659
## 1010         NA 194.80609 32981.2395   9.5547853       NA     286.7944
## 1011  4.7974602 190.31513 21280.2466   6.1885029 326.7942     357.4362
## 1012  9.3191764 199.33357 14294.2403   7.7849404 366.0518     338.4414
## 1013  7.5816876 180.74914 11989.2462   4.9773066 328.1770     617.8835
## 1014  5.3482137 232.66851 11797.9209   7.8162849 312.9868     371.9106
## 1015  5.4878764 179.20698 20162.0186   5.2114303 305.2641     510.6094
## 1016         NA 206.57784 40710.5244   8.8136661 320.4493     468.0517
## 1017  8.3159591 221.27022 16123.3045   9.4758011 348.1773     501.6740
## 1018  8.5510777 216.41593 28909.2903   6.9367823 295.2237     510.8950
## 1019  6.0131610 218.84326 21573.7476   9.2958520 321.1683     444.2766
## 1020  5.7440675 173.85088 28391.9982   7.0173303 355.4616     336.0618
## 1021  5.2189897 164.79099 27007.8869   6.5925170       NA     422.2238
## 1022         NA 240.42979 25959.6139  10.5715963       NA     446.7430
## 1023  7.4587077 207.78657 10513.2968   8.9206329       NA     442.3681
## 1024 11.0278799 228.32280 13124.1056   7.5166432 319.3540     376.2319
## 1025  6.7295802 242.16415 17975.5532   9.8086512 322.2351     440.8594
## 1026  4.1502143 174.92674 41489.6398   5.5698687       NA     425.2500
## 1027  7.1593983 171.81611 28954.8010   5.8170903 357.3288     530.5264
## 1028         NA 235.41746 13927.0025   8.5514468       NA     446.4224
## 1029  6.2096974 169.31850 22610.7687   4.8754139 327.3799     549.2767
## 1030         NA 178.77772 10490.8390   7.5330420 354.0576     367.7587
## 1031  9.6085336 231.34023  4544.8417   6.5778340 300.9223     328.9045
## 1032  5.3758960 153.71287 56867.8592   7.8940862       NA     493.8885
## 1033  8.6971222 166.45277 27752.0002   5.3509235 372.2641     393.5558
## 1034  7.7489285 198.84309 18939.9367   7.3758831 316.8202     368.4029
## 1035  7.1179177 216.11632 20067.5728   9.6056508 349.0849     331.9717
## 1036  8.3100290 212.69828 40936.1534   7.7033747 301.2544     365.4312
## 1037  5.5242965 157.14242 26220.1742   6.3445853 379.7884     475.3423
## 1038 10.2014258 190.79908  8918.8926   4.8998748 306.4954     331.3790
## 1039  5.3681258 190.93798 32619.3130   8.0988388 351.3581     435.6665
## 1040  8.9378024 147.91689 10562.4605   3.6942750 371.1763     480.3202
## 1041  8.1242078 207.50952 26489.1147   8.5408374 318.0596     431.6257
## 1042  7.1849731 201.07922 25234.4280   5.2166845 283.7446     384.0116
## 1043  5.4994893 230.30877 13902.9686   9.6195750 352.0843     442.1670
## 1044         NA 256.67347  8904.7998   9.7113798 293.1111     324.9978
## 1045  5.3197691 204.20207 22390.7956   8.0535589 315.0275     399.1190
## 1046  6.3691116 235.34094 34456.8011   9.1709400 295.3505     357.4173
## 1047  6.7334938 197.56266 27430.4417   6.0350869 303.9377     397.6850
## 1048  6.8830154 210.50222 14298.4105   7.2436830 316.7539     570.4243
## 1049  8.0135164 225.15645 20375.6683   7.8373976 308.5948     382.0142
## 1050  8.2720551 204.22533 24196.5227   8.4484052 332.8904     500.6849
## 1051  8.7469860 148.39372 22174.7811   5.4591718 369.3699     407.3808
## 1052  8.1548409 202.31733 25620.7714   7.6516684 367.2243     597.8701
## 1053  9.0457205 222.18417 22829.1108   7.6098331 293.0625     558.7479
## 1054  8.9224096 207.52073 13291.9226   8.5605371 357.9443     468.5383
## 1055  5.9613016 182.10900 23926.0788   6.1887903 364.9755     567.5262
## 1056         NA 205.43898 20113.8976   7.2483742 317.2802     558.9539
## 1057  8.1844100 166.63655 17944.8524   4.0389550 331.9542     363.2358
## 1058  7.6364541 238.93607 18136.2616  11.0865263 351.5588     514.9641
## 1059  7.7753856 193.07717 15704.4821   7.8811972 324.3362     301.7535
## 1060  7.6171489 196.60694 27080.2687   7.3827549 345.1799     329.0166
## 1061  6.6649346 218.77001 16477.3508   7.3250008 299.8465     412.3086
## 1062         NA 182.16188 30646.8153   6.3251617 294.9661     404.1202
## 1063  8.8153580 208.33108 26780.6918   7.2239619 329.1197     430.4069
## 1064  7.7656356 173.18557 13736.3420   6.9841019 359.8137     355.9980
## 1065  6.2251520 169.74117 29533.6088   5.5749171       NA     380.1148
## 1066         NA 223.72043 15893.6744   8.2891918 303.8507     360.4685
## 1067  8.5670438 160.21787 23683.1102   4.2869304 360.2863     490.5125
## 1068  6.9941947 216.66532 23027.3853   9.7963299 382.1530     369.4681
## 1069  3.3445885 156.47993 55334.7028   8.5301016 371.1478     485.6311
## 1070         NA 198.65498 20063.4903   9.5399839 344.6185     412.9792
## 1071         NA 192.25416 21762.6141   7.2596382 331.6497     397.2628
## 1072  7.7744685 216.75287 22316.3983   7.9475341 385.0434     288.0686
## 1073         NA 172.73143 28894.4770   4.2509168 244.2851     559.6293
## 1074  7.2034388 168.44536 22826.4847   6.2832497 271.8920     437.3709
## 1075  6.1504876 240.88842  6342.5028   9.6098958 421.3432     354.3925
## 1076         NA 225.95909  9660.6583   8.8276545 397.9242     315.7509
## 1077  6.7675237 203.75106 21162.7267   5.2327497 251.0624     334.9054
## 1078  8.0374303 148.41531 48410.4710   4.7558797 268.2119     392.9012
## 1079  8.1771750 210.44877 18626.1493   7.2716724       NA     455.9275
## 1080  6.7447991 204.08432 20215.6975   6.1252516 304.5279     544.3393
## 1081  7.6037754 214.68278 11459.6224  10.9999952 398.9209     321.0691
## 1082  8.5461456 177.84624 23349.4854   7.6520732 352.8171     413.3216
## 1083  5.4325121 231.35158 14970.6472   9.1807032 409.9885     448.8647
## 1084  7.7140894 194.73828 27336.9626   7.6313571 322.0730     347.8292
## 1085  8.1545315 168.09894 21361.1971   6.1988440       NA     419.1733
## 1086         NA 190.21917 23094.8724   6.4819857 298.3562     414.8891
## 1087  7.8458799 193.78500 13769.8602   9.0071612 343.6208     510.3056
## 1088  7.1564245 197.99354 27025.2070   6.7345273 359.7105     448.4572
## 1089  5.6946942 240.71218  7998.6745   8.1242654       NA     477.0478
## 1090  6.7076856 199.28537 17435.3402   6.8099451       NA     454.7324
## 1091  4.7752220 231.99858 13978.1727   9.4221006 389.2196     526.0677
## 1092         NA 200.31524 19947.4345   7.3782359 337.2315     295.7571
## 1093         NA 205.12830 17537.9896   8.0258061 396.0919     318.5366
## 1094  8.5017114 193.90891 21289.1796   7.1081903       NA     393.1767
## 1095  7.7412451 218.23719 22824.6995   8.6964788 363.9927     521.0163
## 1096  4.1874908 208.37419 21809.7098   5.8461120 327.4742     264.5081
## 1097         NA 142.14557 45141.6860   6.0306400 240.1985     369.2804
## 1098  7.8080122 179.79992 17037.7254   6.3783645 348.0715     590.0605
## 1099  5.8959490 187.15362 37118.2554   4.6007300 253.1585     531.1691
## 1100  7.2696523 155.15752 31161.3684   3.1811833 244.7952     506.0101
## 1101         NA 213.04119 12036.6430   9.7947302 349.1714     284.0180
## 1102  9.4896010 167.88763 40032.4140   8.3492068       NA     354.7907
## 1103  7.4579798 183.46131 14733.4588   7.4752734 335.6680     482.6372
## 1104  7.9923204 230.17957 17076.6638   9.5987423       NA     522.8881
## 1105  7.7463431 212.27464 21670.5937   8.4581027 361.3813     457.0141
## 1106  8.2757956 163.35596 22013.9649   5.7428289 307.6671     351.6313
## 1107  6.8799595 163.59334 44586.8127   2.7417121 219.1489     554.0451
## 1108  6.7993755 239.05768  7986.4932  10.3656799 419.8812     373.2321
## 1109  8.1677677 144.90293 36185.6785   4.5455201 297.9602     605.4589
## 1110         NA 214.65733 19692.4644   5.9473896 326.1757     385.8278
## 1111  4.7364046 203.27642 28698.7300   5.2713672 323.6837     508.8203
## 1112  5.9539239 226.93506 11930.6248   9.6772689       NA     350.9687
## 1113  6.5789982 198.40925 22389.3805   7.3175752 369.0971     408.1950
## 1114  8.7754857 157.35429 22113.3915   7.9315027 304.8078     480.7152
## 1115  6.8503020 167.98504 40588.4338   3.3723693 265.4311     300.4117
## 1116  8.7571105 185.41937 31040.8845   8.5447637       NA     408.0958
## 1117         NA 213.00022 21687.4735   6.9010408       NA     383.7479
## 1118         NA 178.15486 34383.5976   6.4257700 311.5269     570.3788
## 1119  8.0732790 191.81552 17106.4386   7.8987316 333.4776     432.8987
## 1120  5.0782742 185.08838 18125.6384   4.1057663 275.0556     528.1563
## 1121  7.4449140 203.06875 25489.0750   8.1757442 413.5604     405.4206
## 1122  9.4340059 158.38784 20474.8208   5.8573331 285.3951     476.8420
## 1123  5.9059070 223.14188 13464.4872   9.1251639 378.1083     337.8583
## 1124  5.8034970 193.20099 19451.7676   4.1466011 255.9767     365.4776
## 1125  7.6171519 182.68982 33744.1668   6.2259331 369.5530     327.2282
## 1126  9.0084643 148.61400 35021.7741   5.5940065       NA     387.3998
## 1127  5.4224458 205.26608 18542.9575   5.4919627 306.7022     382.0801
## 1128  9.7781818 155.93744 23335.6742   7.6661087       NA     356.5430
## 1129  5.2049388 232.88273 17818.3945   7.3002650       NA     404.0039
## 1130  4.8725609 224.70511 16960.4346   7.0780149 323.0369     354.3906
## 1131  7.7939148 164.95895 25506.9122   7.8680360 358.2592     398.4603
## 1132         NA 259.14493  2808.0258  10.0870624 392.8332     354.4053
## 1133  7.0581826 187.94719 26608.9292   8.5563961 405.4034     462.3146
## 1134  7.8903543 180.15810 32160.5339   7.7734841 360.2840     344.5506
## 1135  7.5357002 221.79248 14829.7460   6.7011593 366.4122     583.4365
## 1136  7.2025344 207.82812 11889.2506   8.0157432       NA     369.0443
## 1137         NA 188.61052 27716.3387   5.6065004 275.1822     520.5877
## 1138  8.7221438 151.62113 28301.5169   3.6519613 248.0948     468.3675
## 1139  8.3526352 134.75051 33662.3891   4.4397913       NA     397.1150
## 1140  6.2843858 222.68879 18526.2617   8.9802706 395.2616     517.1505
## 1141         NA 195.55443 28415.1843   7.4897794 318.5153     494.4045
## 1142  9.3056605 163.92603 39498.6593   6.9146853 325.8731     345.6569
## 1143  4.9231789 208.40667 15990.1492   5.6481457 349.6552     404.4058
## 1144  6.1430185 147.47197 34865.3246   3.6844627 285.4551     475.4453
## 1145  5.7445042 208.07005 19457.6395   6.6939494       NA     362.0625
## 1146  6.6166492 201.78085 17063.1721   8.3533736 360.6123     491.7241
## 1147  7.6234999 170.42757 36267.2667   6.0407352 301.2191     404.5014
## 1148  7.8601064 182.04199 34591.6781   6.1878572 287.2238     285.2287
## 1149  7.3931102 205.99116 13215.7064   7.7403771       NA     537.1361
## 1150         NA 176.77995 24793.4557   6.3943424 312.3591     377.0663
## 1151  5.5795171 223.61639 13289.2017   7.6986901 368.8970     375.2760
## 1152  4.3035746 227.00709  7323.3023   7.4905084 326.6952     412.8964
## 1153  7.3107157 185.81714 21989.7674   8.4375150       NA     425.5329
## 1154  6.4177025 185.31218 33360.1707   5.5738488 374.7139     509.8197
## 1155         NA 181.30187 23614.7030   5.4549935 282.3116     510.9446
## 1156 10.7743181 163.09511 38037.3531   7.6021970 350.0002     477.7234
## 1157  5.0364540 190.16452 29258.7381   4.9910611 300.4759     332.3597
## 1158         NA 204.86050 24590.1259   7.7743608       NA     440.9368
## 1159 10.4150440 167.42258 34535.5539   6.3548150 344.3093     491.5167
## 1160  8.4186067 191.86709 29313.7834   5.6058637 306.3254     546.7910
## 1161  7.8086411 200.71487 15694.5072   7.2195581       NA     519.8630
## 1162  7.5579636 156.46187 32833.4312   3.3116073 257.2766     277.2342
## 1163 11.2445071 169.40365 43533.6578   5.8884600 341.0296     336.4467
## 1164  5.7288238 197.19184 12932.5904   5.6844922 280.9321     445.0696
## 1165 10.4868084 185.08791 26453.0033   9.5487690 392.3463     455.7438
## 1166  3.7921257 218.49086 16929.2902   6.1102953       NA     410.6942
## 1167  5.7162514 184.22929 19393.4699   5.2991636 290.2765     502.9937
## 1168         NA 182.31726 30430.2118   6.1512173 350.4486     479.9571
## 1169  5.4736034 218.51315 14608.3631   5.6213617       NA     472.7968
## 1170         NA 178.23366 37861.4400   3.9127141       NA     535.0864
## 1171  6.7709269 181.81807 26880.2200   5.2158615 284.7455     475.5490
## 1172  6.0433601 188.66233 24856.6071   4.3710249 295.8952     355.0075
## 1173         NA 212.48004 23572.1578   4.9767883 300.7270     449.9511
## 1174  6.3204278 210.31004 11682.2293   6.9684226 311.7778     375.9646
## 1175  9.1854175 165.64150 18073.9686   8.1083180       NA     534.6984
## 1176  8.6847787 161.12420 40799.3603   5.3819936 305.5338     499.2754
## 1177  7.9617215 224.31676 11551.2157   9.4920740 367.4660     451.8084
## 1178  5.4841513 196.79125 19378.3591   5.0037306 295.5910     348.3990
## 1179  7.1869311 177.48653 34510.7530   4.9844318 295.8342     477.9950
## 1180  5.4708025 213.16048 18295.3709   6.0433954       NA     317.9485
## 1181         NA 195.01957 17382.4274   7.0368283 329.1277     383.7949
## 1182  9.7927278 161.05788 30249.1708   5.2143151 258.0389     413.1555
## 1183  3.6371706 238.94374 10102.4897   7.5321920 337.5344     509.1503
## 1184  7.0647891 188.39173 20567.1459   7.4432432 360.3230     656.9241
## 1185  6.6320316 201.66993 24161.2550   7.9645251 369.6216     346.8604
## 1186  5.9139567 215.49788 13086.6439   7.7847499 334.6862     283.4014
## 1187  9.4847033 122.90699 56351.3963   4.2197105 219.5534     480.8481
## 1188  8.4474045 163.94990 19583.0573   6.4331839 334.6559     547.0238
## 1189  7.7274211 227.84272 18767.9416   9.7169081       NA     328.8542
## 1190  6.8593237 179.06881 27567.3757   5.8855575 227.3485     391.5997
## 1191  5.8467867 212.16204 19417.7672   8.4420336       NA     393.9528
## 1192  6.3000018 172.35028 40682.1440   4.2428289 302.6119     485.6725
## 1193  6.6464699 251.83625  5516.8750  11.1431096       NA     339.2087
## 1194  7.3134468 158.70747 23154.0623   4.1433294 276.5502     436.5173
## 1195  6.5726564 192.64733 14598.9519   6.1646213 314.1401     343.8952
## 1196  6.0024146 196.00294 16136.4333   5.6877549 301.9809     336.9142
## 1197         NA 212.90913 14101.8693   9.1124846 388.7878     337.1911
## 1198  5.9360571 222.92231 18061.6976   9.9827235 421.7220     323.4992
## 1199  7.5910898 195.66580 17444.6714   5.3070709       NA     517.2033
## 1200  6.8757462 192.02366 25422.3385   7.5713599       NA     501.6060
## 1201  8.0162791 211.02930 14034.4858   9.7969995 389.3388     491.0791
## 1202  8.7835966 199.93028 19471.4654   7.4154055 319.7370     324.9370
## 1203  6.9116982 179.21367 25612.1489   7.2247102 318.9879     298.5505
## 1204  8.7192402 181.01310 17430.9197   7.4212099       NA     289.2027
## 1205  5.9745832 197.10272 22543.2563   5.6626572 338.3575     410.8041
## 1206  4.4293787 256.21257  8746.9017   9.0103322       NA     432.1079
## 1207         NA 134.67926 30211.8330   4.7923610 234.2856     391.8210
## 1208         NA 221.67546 10117.0844   8.0265863 356.2116     508.2628
## 1209  8.2151235 155.76287 30579.3711   3.3089773       NA     344.9506
## 1210  7.8287401 176.72751 33337.1096   5.4387764 286.9926     290.1186
## 1211  7.9499648 186.78915 15171.0123   7.8332750       NA     406.6127
## 1212  6.1143321 178.44629 30606.2236   5.5680421 260.7710     472.2554
## 1213         NA 226.27082 15380.1241   6.6614739       NA     392.5582
## 1214  7.1394283 179.23498 19862.8113   8.1119581 337.9471     364.5232
## 1215         NA 223.51198 20134.3983   7.9777301 359.2257     477.3427
## 1216  7.9685259 156.45115 27008.0119   4.7165765       NA     455.8404
## 1217  6.6358943 194.04978 20339.0169   6.0328639 307.9549     412.5830
## 1218  6.3945480 193.04756 31620.1908   7.0650837       NA     515.8064
## 1219  6.2809782 205.12312 25972.8038   8.4178957 383.6715     456.5439
## 1220  7.9920270 174.55801 34585.0896   6.5873023       NA     543.9491
## 1221  5.0687955 211.68950 22781.3645   5.3301231 317.1039     483.4420
## 1222         NA 164.90907 32768.2280   6.3096852 285.5610     527.1987
## 1223  8.1512490 205.84730 15661.9403   7.0094371 335.6228     555.5903
## 1224  7.5829417 185.04599 23072.7807   5.8922727 297.5058     518.0485
## 1225  5.3441169 198.37914 13492.8408   6.5592651 328.6488     591.3634
## 1226  7.8719614 219.62266 12760.4372   8.0766130 360.0867     350.8269
## 1227  5.3270235 233.14059 13580.6185   7.3624109 356.4203     438.5535
## 1228 10.5502733 185.16581 32150.9794   8.9339661       NA     566.3794
## 1229         NA 186.17484 18085.1588   4.9512770 298.3997     347.9867
## 1230  7.4710267 177.23364 15736.5810   6.8783543 277.1099     401.6182
## 1231  7.9438825 211.81655 32071.1794   7.7692148 290.3374     353.3365
## 1232  2.6908312 151.78291 30204.5467   6.0530719 303.7024     377.1983
## 1233  9.1356943 194.81562  9496.9104   6.1859251 345.7142     562.7715
## 1234  5.2140092 192.64885 34184.3084   5.7833574 282.9699     380.4284
## 1235  8.6495349 175.42667  9898.0222   6.0484038 336.4776     410.6251
## 1236  7.7566790 186.68646 22440.4010   7.4626133 342.9994     320.9310
## 1237  7.1042952 177.57174 12691.5160   7.1709770       NA     447.0323
## 1238  5.3633626 179.91138 27045.9300   6.5208547 311.4674     408.9225
## 1239  6.5824997 200.73311 23720.4817   8.5658316 353.0081     458.3627
## 1240  6.8104665 209.73556 32602.3401   7.4227810 341.1743     340.0301
## 1241         NA 191.53163 12885.5169   6.9799546 328.6002     596.7510
## 1242  5.5741166 193.15808 17546.4033   9.2199732 366.1974     538.5325
## 1243  8.5552834 216.65536 18337.4609   8.2906882 311.3258     390.9431
## 1244  4.4834028 172.38388 13122.2234   5.2767309 291.1991     413.5450
## 1245  3.7830436 157.85264 20384.7731   4.6670817 300.0487     432.4318
## 1246  7.1383743 184.74523 22575.1886   6.9077145       NA     504.8657
## 1247         NA 171.59224 14784.7557   7.4045825 351.8755     366.6695
## 1248  7.9123610 211.37644 34808.4428   8.9133643       NA     594.8993
## 1249         NA 193.11679 17388.9826   7.7021354 382.0607     468.9393
## 1250  9.1283578 184.68210 10418.1083   6.8502004 388.0687     371.4823
## 1251  5.2719714 193.16951 22005.4366   6.1839500 267.8256     351.4803
## 1252  6.4650935 241.26814 43958.6781   7.4201549 306.0204     544.6006
## 1253  8.2451866 199.30577 13909.4791   9.3696418 406.0476     423.7368
## 1254         NA 196.43201 18128.9083   8.0080769 323.5521     313.3619
## 1255  6.7047919 176.89603 28140.7682   6.9421068       NA     455.9726
## 1256  6.4302548 207.57940 26855.1056   7.0879100 304.1734     418.4195
## 1257  7.4827913 186.09343 19621.3251   8.1718655 369.1909     475.2115
## 1258  5.5044523 164.50098 11950.2350   6.8009577 302.1905     537.5396
## 1259  7.5219206 198.35463 20139.4303   7.1776550       NA     603.0550
## 1260         NA 164.09474  9344.6533   5.9593092 349.0194     367.3898
## 1261  8.5225677 208.13300 16446.3281   6.7297755 372.5038     346.3746
## 1262  5.6944755 193.43213 18742.9252   6.5566684 327.0024     448.7542
## 1263  6.9345036 176.96943 15323.4088   5.6668704 369.3418     435.9484
## 1264  6.1151800 226.08443 24699.5239   6.7075232 298.3293     429.7067
## 1265  8.5756730 197.56028 15888.6252   4.8654629 311.5574     464.7256
## 1266  5.6891430 181.58457 17589.2690   7.2384703 350.7821     345.5364
## 1267         NA 199.06467 39927.7370   5.4540510 259.0099     257.9632
## 1268  7.2261272 213.32062 23129.7481   6.1936239 304.5628     624.2299
## 1269  7.1977960 168.64098 12763.2679   6.8975941       NA     566.2507
## 1270  3.8468143 190.99287 26895.2580   5.6295359       NA     660.2549
## 1271  5.8963393 178.67809 17420.0871   5.2921624       NA     473.6867
## 1272         NA 247.45330 43846.0253   7.8657808 324.2438     334.1661
## 1273  8.3263499 213.87486 35477.7666   8.3641310 346.7870     569.1033
## 1274  6.8915617 198.54464 26240.4930   5.1538695       NA     436.9271
## 1275  5.5481249 217.01826 34006.7687   6.6474252 331.4029     430.2697
## 1276         NA 175.58815 17092.2258   7.3384168 323.1541     491.7281
## 1277  5.3866380 206.89681 20416.6510   7.3127519 356.3843     525.1235
## 1278  7.2625347 212.52131 38713.1127   5.8378072 262.0950     332.4252
## 1279  6.2570858 180.40621 13826.2579   7.0751306 346.6275     422.6004
## 1280  7.0255043 205.40053 21884.5385   7.2760649 304.7322     442.4055
## 1281  6.5848393 196.13399 16609.9255   6.6739774 323.3724     304.7137
## 1282  6.5656335 159.72936 19044.6801   6.6932138 283.5147     393.6252
## 1283  6.6221029 196.89106 16010.5242   7.2560712       NA     264.2839
## 1284  7.2173928 180.19422 13579.5546   5.9931264 317.9634     421.9635
## 1285  5.2539074 191.98205 34793.8533   5.8174043       NA     395.7133
## 1286  8.1313752 177.09531 13238.0703   6.6787406       NA     450.7183
## 1287  6.6197755 150.71836 11388.5342   6.8075801 370.7535     431.4301
## 1288         NA 206.31834 18752.2697   8.2024530 344.5896     510.4879
## 1289  6.2172553 205.64825 32911.9297   5.9460736 298.3905     414.7710
## 1290  5.0199848 156.97082 19272.7045   6.1847097 331.5598     341.3572
## 1291  6.9073796 210.27921 40290.2216   6.8747024 294.0152     340.7050
## 1292  6.3131147 162.33641 20849.1907   7.0864689       NA     387.9577
## 1293         NA 179.32012  5075.2692   8.7377830 455.4512     392.3537
## 1294  7.2939293 180.84312 15823.3394   7.7219774       NA     457.5204
## 1295  6.6303638 186.76109 30939.0232   7.7034806       NA     330.8761
## 1296  8.0157804 180.06038 12135.7249   6.2593761 310.0687     666.6906
## 1297  4.2498904 168.57215 16073.6706   5.3608956 261.2677     449.0515
## 1298  4.2652696 199.49945 25634.5333   5.9148844 260.2612     300.5479
## 1299  9.2668406 203.25261 20478.7860   6.8387788 337.2996     508.2833
## 1300  9.6194566 210.26125 18185.0505   7.9398886       NA     387.3302
## 1301  7.0868773 192.38737 25524.8235   7.3540350 322.7400     548.9177
## 1302  3.4338741 152.48008 16318.7336   5.9730978 313.0643     412.9155
## 1303  8.4367590 242.48858 44896.9841   7.8630841       NA     575.9370
## 1304 12.2469281 217.36801 11318.1406   8.4651604 375.8948     347.6531
## 1305  7.3430319 198.53077 14037.0399   5.7883464       NA     479.2415
## 1306  4.6164389 192.57401 14982.3055   6.0800291       NA     344.1463
## 1307  8.3074630 229.94123 18452.6456   6.8951459 338.4837     464.9010
## 1308  4.9096406 157.24046 10488.7709   6.9297932       NA     311.7458
## 1309  7.7091064 178.81083 18610.1242   7.7344412       NA     462.2012
## 1310         NA 173.81671 26552.9744   6.2902793 293.1703     366.7187
## 1311  7.8182748 179.21822 27558.5425   7.5044529 315.4475     359.0992
## 1312  8.2074589 189.94216 17447.9947   6.7616823       NA     449.4126
## 1313  6.9585341 187.74885 13457.2111   7.3635931 330.7504     350.6034
## 1314         NA 193.92618 14936.5040   7.2034014 309.4474     447.4501
## 1315  4.3494400 157.51336 24352.0661   5.9677223 287.0451     432.6423
## 1316  6.6299850 195.70038 21495.5376   6.5464635 363.6919     335.8047
## 1317  8.9696974 195.74476  9049.6826   7.4670680 396.4536     378.5285
## 1318  6.7710503 194.63512 15719.4936   6.7463438 339.0016     441.7304
## 1319  6.7246393 223.17542 41552.0197   7.7446999 271.1571     463.8852
## 1320         NA 221.39197 27979.7362   6.5723902 349.6246     355.7820
## 1321  6.9672708 218.79279 33933.7099   8.9771797 360.9969     438.8092
## 1322         NA 225.97214 32617.1246   7.3806640 259.2053     355.8793
## 1323  7.0531167 240.85177 19500.3500   8.0511726 383.6679     377.1881
## 1324  7.7551542 196.78278 19024.6887   6.9118676 392.8001     338.4306
## 1325  8.5800086 174.50682  6493.5473   7.0407275 409.3809     403.5966
## 1326  6.9017102 173.15392 10323.9578   7.4368076 376.8117     538.6208
## 1327  7.8142502 203.38346 24470.2043   7.6314070 321.9746     516.6468
## 1328  5.9189535 154.77352  9712.5607   5.3262719       NA     386.2181
## 1329  7.0212953 225.35050 23109.8542   5.9072727 320.5360     459.8999
## 1330         NA 189.81468 19887.7698   8.1157679 415.9279     547.0268
## 1331  8.1327370 206.78645 25838.1285   8.6848326 346.6118     472.2770
## 1332  6.0570680 184.37323 14807.2685   5.7534051 384.8220     462.0062
## 1333  5.3430751 211.66209 45166.9121   6.6518013 279.7675     485.9597
## 1334         NA 152.50768 11398.7311   8.7289731 400.6696     385.3358
## 1335  5.7425331 182.94103 21293.8898   6.8264128 306.5431     435.2347
## 1336  6.5848131 182.37546 24723.1063   6.2389197       NA     414.3508
## 1337  8.0704771 198.86595 18266.6177   6.9023698 396.6195     376.7103
## 1338  6.6528243 187.94641 19155.7276   5.9496220 345.3585     433.8752
## 1339  5.5060615 164.49617 21543.7266   5.9839964       NA     453.8833
## 1340         NA 214.97244 36112.1346   7.0940659       NA     414.1016
## 1341  6.4417665 174.78185 11306.2615   6.6857553       NA     544.3542
## 1342         NA 194.44532 41461.3170   6.9516656 239.9119     362.5004
## 1343  8.2487031 201.33886 24912.8797   7.8776661 389.0888     415.6834
## 1344  2.5692436 201.60328 48204.1722   6.3806836 261.7200     429.7464
## 1345  5.6648458 186.64836 18678.9508   5.1538728 313.0835     335.5055
## 1346  8.9994989 234.83548 20933.5127   7.9804508 365.0610     444.0770
## 1347  5.5885372 171.33312 17732.2407   5.5886145 343.0416     466.4454
## 1348  6.2656373 159.29019 18711.0647   6.8359682 314.2231     499.6046
## 1349  6.9220418 201.41012 16515.8722   8.4630035 357.9352     336.0465
## 1350  8.0726124 210.26978 16843.3639   8.7934586 359.5162     559.1676
## 1351  8.8280944 196.56285 17699.6106   8.9403801 379.9143     486.8633
## 1352  8.6474540 183.59737 12995.8854   6.1954491 382.3579     489.7628
## 1353  7.4755369 215.42910 31359.3865   7.4984946 337.4624     477.2351
## 1354 11.5348805 183.26226  4111.7854   7.4167727 398.9553     475.2554
## 1355  6.4530648 178.99825 23129.4602   6.3545081 326.8532     371.8828
## 1356  8.1922102 172.29276 13528.5494   7.3546851 377.4557     455.0153
## 1357  7.2477010 210.27081 31561.9555   9.0809057       NA     558.5265
## 1358  7.8931320 201.43325 20526.0497   5.6287757 299.0182     303.8788
## 1359  6.1644495 203.01647 19231.6817   8.5512788       NA     371.1675
## 1360  7.9373922 170.44533  6626.3764   5.1173642 372.6253     316.0225
## 1361  8.2811207 227.65435 17995.4052   7.4932787 323.3800     459.8655
## 1362  4.9064916 173.77916 14786.1389   5.8437568 267.5611     620.3468
## 1363  8.1434834 182.43246 10673.5827   6.6078350       NA     427.5452
## 1364  5.1179135 179.70168 26215.4011   5.5029035 303.2576     369.6186
## 1365  6.4490700 163.44765 16906.3313   5.1522257 283.2173     397.5071
## 1366  5.6135626 204.56937 16615.9082   5.6189491 316.0998     341.5237
## 1367  5.7542130 241.60243 31871.2912   7.2993019 203.4445     495.9453
## 1368  6.9065750 199.63812 15201.3400   5.1365988       NA     306.0240
## 1369  6.3362671 228.45503 29342.7098   6.9634777       NA     398.1819
## 1370  8.1212537 200.35370 25412.7097   6.5476500 314.0907     411.9870
## 1371         NA 194.16663 11275.8727   7.2665977 399.2821     427.8969
## 1372  8.9351159 218.39405 23774.2583   6.4148516 324.8447     413.0048
## 1373  6.4527808 190.32139 22034.9546   6.9146928       NA     353.8977
## 1374  8.4588147 225.71236 15677.9707   6.4100431 314.3314     636.2578
## 1375  6.9300825 210.42587 22802.0399   5.9453028       NA     473.7956
## 1376  6.2550700 173.84023 25456.2750   6.2331404       NA     482.0198
## 1377  5.6698188 203.45272 27244.6345   6.6049496       NA     361.2385
## 1378  7.9454075 211.80008 15938.2864   6.6364541 385.6527     392.1661
## 1379  7.4998442 210.98503 23707.4653   7.1485184       NA     484.8433
## 1380  4.6955161 198.91049 24767.1671   7.8797500 353.4847     512.8419
## 1381  6.7106335 203.64292 23748.1840   6.7266641 342.4414     455.9676
## 1382  9.5028567 175.58567  4466.2575   6.4164587 370.8519     406.3099
## 1383  4.4053271 169.74254 15039.7104   6.3081984 352.9177     424.2512
## 1384  6.8103448 166.59243 18852.1230   7.8477117       NA     294.3839
## 1385  6.9831331 181.11953 17503.3122   6.9316279       NA     181.4838
## 1386  6.9681313 205.98258 19207.3118   7.2859977 283.4786     459.1767
## 1387  5.7625522 184.84749 22159.0181   6.3022638 347.7752     449.4354
## 1388  8.3972481 199.49581 16772.2262   8.1172176 343.4038     402.4649
## 1389  8.8283267 189.97555 13527.9899   7.1459674 408.5912     338.5125
## 1390  9.3958422 162.15770  9225.7709   8.2750349       NA     451.5246
## 1391  7.5931769 201.06874 19214.1864   7.7101200 351.3861     451.2114
## 1392  5.1491333 198.33244 16795.3187   6.7080678 326.9526     303.3336
## 1393  4.9167405 191.46711 23425.3313   6.8575826       NA     316.4223
## 1394         NA 202.88699 24518.5743   7.2174084 360.1541     492.3521
## 1395  7.3712899 180.73653 25672.3120   7.3774224 310.5675     298.0531
## 1396  8.2787527 200.16222 29381.9364   7.2498787       NA     456.4707
## 1397 10.2029715 211.96340 21708.9493   7.4918950       NA     395.1408
## 1398  4.5621565 189.26142 23829.7929   7.8151247 325.1674     401.5517
## 1399         NA 205.95225 29743.8226   7.5186920       NA     430.2460
## 1400  5.2026720 195.32969 23051.4419   6.9595672 245.7289     473.5485
## 1401  9.1497339 230.56190 30468.6418   7.6676553 337.5580     539.6250
## 1402  7.6155570 204.86997  8403.2846   6.0123155 418.3094     311.1790
## 1403  7.8130676 183.69748  9812.1225   7.6076393 400.3735     539.6108
## 1404  7.7210327 203.35479 35800.6993   7.6833994 312.9190     424.9670
## 1405  9.0562447 197.66630 17403.5322   7.6889171 337.4602     414.7666
## 1406  8.0826571 213.75518 21689.6343   8.7717841 325.0343     508.1165
## 1407  5.8486671 210.44121 33095.3896   6.0958838 312.3758     482.4519
## 1408  8.4705460 199.48972 26559.3804   7.9043813 351.7389     491.5197
## 1409  9.2285816 180.94470 10345.3993   6.0569891       NA     397.0431
## 1410  8.1705880 208.27918 12806.8323   5.4892587 322.9240     472.0283
## 1411  6.3819771 211.91728 20709.2798   6.1711620 278.9493     525.0755
## 1412  6.9898138 221.00024 20769.5196   8.3610187 307.5232     326.5864
## 1413 10.3781082 200.00412  8644.8310   9.8235072 442.7614     473.8142
## 1414         NA 182.10057 17423.4080   6.8157187       NA     495.5131
## 1415  3.5908224 213.70230 33431.6711   5.5423636 308.3806     465.6301
## 1416  7.3885185 201.05771 13921.1462   7.7664947       NA     560.7747
## 1417  6.9668352 158.04307 12256.6783   7.1056191 371.5174     382.4439
## 1418  6.7034869 182.12951 24316.8751   7.0098058 341.3340     479.5375
## 1419  7.1396713 183.42797 16916.4135   6.5394159       NA     363.7677
## 1420  6.6487930 213.95999 16388.4053   7.6565062 357.7281     372.6870
## 1421         NA 182.05953 17869.4554   9.8329112 361.5377     359.4494
## 1422  7.9407132 197.04997 10762.9386   7.5158146 384.7911     406.1168
## 1423  8.2285638 182.19691 18132.0944   6.7120070 335.7805     569.9349
## 1424  8.6656921 162.35969  3802.4117   6.2815530       NA     337.9728
## 1425  5.0640425 214.52933 21035.1069   9.1348126       NA     471.1781
## 1426  7.8943228 176.31930 11697.6070   8.1981057 376.7840     383.0191
## 1427  7.0427939 194.04672 16733.1241   7.7019265 350.2440     504.9255
## 1428  8.3050640 177.17439  8451.3191   5.8071217 335.8717     361.6914
## 1429  8.2683076 168.68789 13181.6735   6.3832261 298.3071     294.2981
## 1430         NA 199.57053 25305.1029   5.9567922 329.1333     287.5961
## 1431  7.3975624 217.93680 24502.1551   5.9190991       NA     426.0030
## 1432  6.3672985 183.78949 11619.7097   6.0352213 343.8280     362.7754
## 1433  8.4106256 185.18374 29985.2499   8.1780080       NA     489.9043
## 1434  7.0982455 207.53538 22671.4798   6.2845821 295.5857     297.1065
## 1435  7.3225021 196.10430 19534.4216   6.6611574 297.8414     418.0755
## 1436  5.1982250 173.11982 11178.4035   5.8934584 343.2099     390.0656
## 1437         NA 213.47471 20626.5159   8.4420565 318.7388     337.8954
## 1438         NA 215.75022 36776.1375   6.6690566 294.1110     489.8859
## 1439  6.2809051 178.70720 16950.0159   7.8661352 370.3263     388.5526
## 1440  6.8239301 146.13060 13467.8798   6.4232244 289.5765     412.8405
## 1441  6.6299935 209.15702 20487.9238   7.2789116 332.8776     524.8833
## 1442 10.3015713 199.60936 11278.8297   7.4648931 433.4482     461.9793
## 1443  6.1231939 181.31242 15135.1272   5.8240419 293.8407     391.6103
## 1444         NA 196.13931 10540.3423   6.4594597 359.1687     400.6796
## 1445  6.8480335 165.81533  6068.4549   6.1321315 373.2068     442.7863
## 1446         NA 227.08269 45166.6394   8.0759675 279.7581     472.2459
## 1447  6.4115258 197.68488 19505.2969   8.2623979       NA     436.0565
## 1448  5.1226485 195.01889 17279.5137   7.0274413 336.4660     446.7122
## 1449  3.4348558 185.34296 22690.2444   8.1509544 309.2177     398.3701
## 1450 10.8481304 236.72505 14036.1637   9.0028850       NA     564.9028
## 1451  8.7253934 213.61037 18862.6731   8.6701267 324.0271     396.2290
## 1452 10.3517425 241.67180 18588.3033   8.7843782       NA     303.6881
## 1453  8.1740281 192.39043 19808.5378   6.9558213 377.7002     503.5222
## 1454  8.0340119 197.60939 25204.6741   6.5010969 330.5522     490.8215
## 1455  8.2055418 188.27719 19902.8238   5.0027919       NA     331.3456
## 1456  7.8938185 203.29662 16853.6763   7.3344282 339.7676     398.9895
## 1457         NA 218.40554 11370.6492   6.8668263 392.8419     284.5512
## 1458  5.4881355 192.50798 21715.7744   5.4540634       NA     553.2872
## 1459  8.1630740 162.23185 10494.5734   8.0874958 423.9520     487.3183
## 1460  6.8670007 184.24850 14464.1155   6.7593522 371.2838     497.7038
## 1461  5.8217069 220.12542 40009.7236   6.6318360       NA     493.1183
## 1462  7.4518888 203.20029 15825.1826   6.7542425       NA     348.9529
## 1463  6.8983150 228.80280 45939.6892   9.5640267 377.8135     392.3823
## 1464  7.5443401 180.11973 17253.3367   5.7412538       NA     575.9222
## 1465  4.1038679 168.28365 22207.4702   5.8500799       NA     344.8695
## 1466  5.3299388 196.03462 24000.5231   5.7295749 335.0923     511.7052
## 1467  6.9629935 206.81789 24036.5938   7.6914542 356.6326     552.2731
## 1468  6.8460599 177.82913 16515.6704   6.1472099 308.9017     542.9971
## 1469  6.2798422 175.89064 11582.5052   7.0599851       NA     430.3221
## 1470  6.7398497 197.37448 34702.4178   5.8696847 261.0680     390.0466
## 1471  5.4950354 184.43484 26744.3017   7.3565171 332.0303     459.6422
## 1472  7.5837703 217.28326 36343.4071   8.5327258 375.9644     393.8777
## 1473  5.8667027 159.43318 16298.0013   5.7847085       NA     525.2138
## 1474  6.3949805 220.42239 21051.2569   8.7395051 348.0478     353.3654
## 1475  5.8212616 204.04889 37174.0054   7.8678152 329.0196     466.7833
## 1476  5.5140622 212.55507 27859.7483   6.6463556 286.4748     524.5480
## 1477  6.7308836 192.43608 22296.0597   7.4505412       NA     326.3507
## 1478  5.1980676 200.46444 37200.2421   7.4010994 311.7949     573.1355
## 1479         NA 191.01231  9626.8932   6.1793769 353.0559     271.3684
## 1480  7.3623312 215.63726 28263.3106   6.4789485       NA     417.6082
## 1481  7.0661418 207.36143 22523.4336   8.0646931 343.2939     503.2533
## 1482  5.4203477 232.38683 25107.2086   6.5366798       NA     473.2681
## 1483  7.0153326 222.11300 16351.2263   7.8388842 353.1898     420.1369
## 1484         NA 246.23976  6974.2251   9.8124684 417.9118     355.5325
## 1485  6.0446718 150.67102 13593.6000   6.4562385 401.7374     392.2067
## 1486  6.1986503 246.47696 31369.5416   6.2189485       NA     527.0008
## 1487  7.6789451 178.20054 20243.0882   7.0994744       NA     363.9741
## 1488  8.0620661 125.70533 35381.6708   4.7401107       NA     463.4616
## 1489  7.2557986 200.16379 32595.1202   7.5724355 324.5515     489.2722
## 1490         NA 239.43995 15426.9151   8.7317512 392.3122     364.9565
## 1491  6.7924075 306.62748 28508.2169   6.8114155 293.0783     306.1155
## 1492  7.3681656 204.04145  8524.8746   9.4697635 429.8143     328.5653
## 1493  8.8377869 195.82721 11610.2079   7.8700615 332.7590     514.9260
## 1494  7.1081407 148.62461 23688.2052   7.0034877 339.1127     259.9638
## 1495  5.2896184 194.05639 21776.1702   6.2782927 359.0997     353.7729
## 1496  7.1692510 162.47823 39624.0872   5.4083540 300.6951     507.0270
## 1497  7.6950494 153.80978 11598.6824   8.0536420       NA     297.6759
## 1498  8.6931499 219.17830 16559.8773   8.8770106 355.3050     545.2287
## 1499         NA 184.78604 18113.0173   8.3190799 381.5132     530.2484
## 1500  6.9997645 219.14337 16078.4594   7.6521351 355.6889     282.5023
## 1501  6.8979227 173.39093 16616.5166   6.3529335 329.3398     337.4361
## 1502  6.3823146 212.83851 24259.7517   7.3605045       NA     342.5814
## 1503  9.9170921 196.60375 37215.2268   7.4080175 247.9349     522.5486
## 1504  5.6090254 271.63082 26955.3302   6.7727534 296.6516     443.8726
## 1505  6.2774631 225.94193 22807.3389   7.3892596       NA     328.6844
## 1506         NA 190.26737 15255.1153   7.5976876 366.1923     418.4767
## 1507  7.7143127 191.69264 19789.6361   7.8565569 340.3263     377.9264
## 1508  6.3512865 162.21335 22337.4484   6.8679636 379.6138     337.0773
## 1509  7.9588714 184.82856 26845.6610   7.6737190 327.2391     389.2642
## 1510  6.6181866 164.25456 13776.6218   5.9254623       NA     315.1994
## 1511  6.0007233 161.00231 21111.6641   4.3391260 301.3072     384.7533
## 1512  6.3929278 159.16893 21217.1586   5.2988773 317.2568     305.2436
## 1513  6.9772679 223.27889 20287.3598   5.2747447 282.0857     377.0004
## 1514  6.3534368 218.54936 18664.8443   6.6903937 312.3930     503.4149
## 1515  6.0199400 140.86790 20666.4101   6.9035246       NA     428.6953
## 1516  7.3301969 159.80372 14884.3400   9.1945748 411.1007     404.1959
## 1517  9.2413388 157.92749 31598.5364   6.7780541       NA     464.0255
## 1518  6.5931745 176.61283 21857.8389   4.7090443       NA     310.4360
## 1519  6.9482654 225.23176  6874.5860  10.1169842 429.0456     386.5821
## 1520         NA 210.73285 13671.4160   8.5461870 418.4706     352.2523
## 1521         NA 214.72570 21093.2174   7.3664972 291.2833     539.0065
## 1522  5.9383212 214.46957 10815.3994   7.7955427       NA     626.1287
## 1523  8.2495505 230.93283 32898.7494   7.0199711 280.6750     364.9311
## 1524  6.9038170 258.52684 35455.7096   4.8813766 206.2472     318.6226
## 1525  7.6056748 210.37144  9583.7104   8.5094033 371.4717     325.6837
## 1526  6.5892905 108.69908 34298.1529   4.9494098 317.6102     324.5903
## 1527  7.5118166 174.61413 15736.8940   8.0342839       NA     303.1081
## 1528  7.3014447 143.43135 46718.5560   4.7687808 252.4665     446.8397
## 1529  6.7882916 182.03690 25661.3605   6.9398532 352.3449     419.8959
## 1530         NA 184.04099 23727.0941   4.9644489 277.6808     382.8477
## 1531         NA 194.76121 38119.1856   6.9981578 333.2892     436.9274
## 1532  6.6925317 200.40435 37033.1521   4.7270723 280.8449     376.6728
## 1533  6.0281011 262.80848 17150.1005   9.3783901 380.3014     514.5457
## 1534  6.7159406 218.06238 17180.1882   8.9159709 393.2758     349.0031
## 1535  7.4907867 202.45806 26551.3701   7.1207723 312.9340     306.3456
## 1536         NA 287.37021 41325.4435   5.5172797       NA     375.7245
## 1537  6.3365887 106.38011 15570.1423   6.8514049 441.5877     380.4330
## 1538  7.3817576 203.46030  1372.0910  11.1291537 475.7375     361.3425
## 1539  7.2560150 196.64982 44184.2305   5.2655576 260.4256     324.2501
## 1540  7.0258218 147.96806 21226.6655   7.3423806 387.4029     421.0999
## 1541  7.6068805 183.84010 29339.9293   5.7036171 259.5347     426.9859
## 1542  6.9838604 202.25628 11848.7697   7.6575341       NA     486.9705
## 1543  6.3470200  97.28091 19743.1484   3.4026816 305.4312     502.9190
## 1544  7.3228284 230.34290 24682.1245   7.4255805 323.8327     349.3132
## 1545  6.7775064 207.05075 15228.9129   6.1824095 321.3994     523.2417
## 1546  8.3703650 155.55357 27193.3174   5.7914525       NA     356.5199
## 1547  6.6427557 168.89642 36505.5243   6.0625611 298.5525     474.0575
## 1548  6.2175849 203.70722 15597.6409   7.7514612 361.2478     452.9220
## 1549  6.6301222 192.52170 36269.7013   4.9738663 277.4993     320.4709
## 1550  8.0510222 171.75175 28338.6640   6.3921207 319.0051     496.9063
## 1551  8.4160868 208.32602 28234.9069   7.7841230 297.3305     444.5601
## 1552         NA 166.91399 24037.5105   7.1367126 349.8853     411.4785
## 1553  7.9330677 204.72428 12732.8882   7.7171867 331.0872     449.6856
## 1554  7.9176086 181.52539 15805.6502   7.2630180       NA     291.7961
## 1555  8.9420460 215.67379 56488.6724   3.2314384 129.0000     541.9155
## 1556  7.0339454 246.62287 15428.4509   7.5707686 305.6164     516.2178
## 1557         NA 158.20765 45243.0290   4.0648779 247.1800     399.7670
## 1558  7.5800488 225.08855 31749.9244   5.8847951       NA     503.9087
## 1559  8.4732491 129.24008 20465.5886   7.2129167       NA     590.9066
## 1560  6.8164169 237.26950 24170.2749   8.7060124 349.7722     477.0240
## 1561  6.4600335 215.44064 35775.7934   6.5025441 307.5635     365.0941
## 1562  6.2278268 169.92622 22550.4923   4.9735927 297.4045     460.4154
## 1563         NA 190.56752 18589.0312   7.4703525 362.1470     471.4448
## 1564         NA 195.54097  4142.4990   9.8927034 462.4742     435.4182
## 1565  5.6327316 283.99728 28315.4378   7.1446551 318.4651     425.9842
## 1566  6.1912414 231.32280 29778.3579   4.3810967 248.3044     488.9542
## 1567  7.7010328 121.57514 16978.9268   6.8124156 354.2503     368.2246
## 1568         NA 187.04328 24634.5524   9.0818805       NA     443.8434
## 1569  8.8326411 199.42504 25100.1314   6.8176602       NA     453.7580
## 1570  5.6460833 219.34293 22455.6950   8.2837577 386.0388     401.2563
## 1571  7.3321040 185.41508 24412.5035   7.2538519       NA     310.2620
## 1572  7.8967439 197.60208  9407.6640   9.6100559 400.2746     270.7941
## 1573  5.6752947 228.59039 39172.3896   6.0147378       NA     330.0786
## 1574  6.0106176 184.55858 15940.5733   8.1652220 421.4861     314.5298
## 1575  7.9860185 180.79556 24712.9934   5.6878654 287.5709     434.9545
## 1576         NA 263.85768 16670.9960   7.7582370       NA     427.8115
## 1577  7.1596139 167.82332 30897.9900   5.4849204       NA     437.3486
## 1578  7.5651981 213.42827 11246.4266   8.2086778 377.2217     341.7165
## 1579  6.8655685 231.44505 22585.7888   5.6763872       NA     496.6034
## 1580  5.7366757 180.29091 12683.4833   7.9078767 423.8763     415.0066
## 1581  6.1290696 198.02110 22207.4829   7.3874512       NA     464.8513
## 1582  5.9913711 186.72263 28702.9524   5.9222929 338.0276     430.1852
## 1583  9.7233772 190.89742  9076.6465   9.7520880 357.3847     443.0374
## 1584  7.7363128 225.06310 19496.8486   7.1583429 289.9460     433.9740
## 1585  6.7157995 193.16250 16006.9726   6.3691628 314.4524     316.2780
## 1586  7.9667626 163.92724 13354.7065   7.4769692       NA     366.3795
## 1587  8.2425586 155.61611 24042.1882   7.6392100 338.2939     418.2638
## 1588  6.5395461 215.44520 28979.7676   7.0153653 312.3355     426.0835
## 1589  6.7853841 216.64707 13098.8583   5.5655295       NA     343.9724
## 1590  7.0079746 248.90471 26136.3136   7.7737360 335.0542     403.7543
## 1591  7.7403839 179.30238 12477.7718   9.9896284 421.3940     471.7832
## 1592  7.9180871 175.33724 29565.7111   7.4321795       NA     322.5334
## 1593  5.7727697 186.06060 26693.7616   5.8085795 333.0734     312.8694
## 1594  7.5716845 173.00834  8835.5559   9.5661054 436.2941     305.8345
## 1595  8.7335253 203.39613 24578.4212   6.5941449 288.6785     336.8247
## 1596  6.9178584 200.70551 27651.6091   6.5297745 321.6965     453.6375
## 1597  8.5127809 157.66692 33092.6694   6.7654692 305.8556     377.6189
## 1598  6.5391153 218.61970 23308.2969   7.1774453 355.4438     585.1664
## 1599         NA 228.75682 32161.8401   6.9612966 314.1433     309.6084
## 1600  8.2270831 274.35189 40546.9563   7.1301611 241.4469     417.6737
## 1601  7.2741981 156.11083 16255.9014   7.6545502 381.1805     591.8015
## 1602  7.1189802 160.96260 32528.1156   5.0891276 292.2879     440.3179
## 1603         NA 163.40982 32865.5095   6.0667930 317.4675     279.6468
## 1604  5.9419425 249.16357 14778.0329   6.3906794 335.7961     517.5468
## 1605  7.2789109 135.25927 22184.5270   7.1565405 357.9098     480.1431
## 1606  7.4451890 150.77572  4168.1970  10.5734029 476.5397     355.5785
## 1607  6.4424964 183.07135 11592.4456   8.9607360 408.2427     385.0149
## 1608         NA 190.87747 39802.5149   5.2166832 288.2315     365.1482
## 1609  6.9197262 194.85900 35558.7316   6.3719775 299.7867     394.8293
## 1610  6.4723710 164.76890 24246.5036   7.6230123 373.2128     368.0795
## 1611  8.2512178 167.38535 17617.8763   7.0444326 323.4000     277.4127
## 1612         NA 191.66518 18964.0923   8.1483585 318.9924     354.1018
## 1613  6.7071082 211.08650 10794.7839   7.9671884 373.5719     406.1986
## 1614  7.2401945 154.13758 31144.7031   4.8070693 261.2133     451.0158
## 1615  6.5284908 184.42916 10835.2012   6.8263306 378.7757     430.4188
## 1616  7.0318392 175.46586 12653.9441   7.8366060       NA     571.8221
## 1617  7.4943911 205.19071 25058.1602   6.8816589 327.9494     313.0915
## 1618  6.9574336 214.38014 15007.4215   6.9971600 328.8188     468.5551
## 1619         NA 179.40817 16589.8116   8.4058423 317.8375     327.6509
## 1620  6.9623246 205.18302 35229.0770   5.0887105 254.7299     360.0590
## 1621  6.5096216 197.75950 20122.1926   6.8627821 353.0120     472.7094
## 1622  8.0692979 191.00411 16654.5094   8.0382127 350.5780     418.2001
## 1623  7.2133754 213.76718 27377.6998   6.9153015 327.7174     457.5116
## 1624  6.7908382 271.60121 14348.5729   9.9233155 368.8420     610.6296
## 1625  6.9752092 175.42104 35701.1553   5.4942543 290.0528     401.0588
## 1626  7.4222253 203.32331 40148.1237   5.6023135 256.5905     401.7755
## 1627  6.5050658 226.41961 16982.1320   6.9384671 318.2457     484.0923
## 1628  6.6178623 174.28057 33245.6306   7.0221870 326.1685     479.9205
## 1629  6.7697693 178.33175 16980.2585   7.0516974 369.9063     299.4050
## 1630  6.3417512 139.95947 18058.3203   8.3613374 417.6024     347.4644
## 1631  7.0588661 191.54840 16473.0671   8.4357894 367.8532     462.9937
## 1632  7.5392874 258.49008 26999.3821   7.0020925 266.8031     352.1959
## 1633         NA 163.16725 36525.5509   5.5129270 284.6243     522.6005
## 1634  7.4908077 198.96651  6873.5599   8.5343288       NA     440.4712
## 1635  6.0374282 227.03399 12988.7912   8.4769054 392.3805     306.3863
## 1636         NA 158.69521  8721.2319   8.1044975 425.7103     471.0735
## 1637  6.7066952 232.92660 27881.5044   7.8814481 337.1110     443.2088
## 1638         NA 156.38812 26885.8349   4.8942814 291.9187     554.2214
## 1639         NA 186.36555  7557.0213   9.4542073 406.0381     288.3687
## 1640  6.7588517 218.15348 22540.7752   7.1964351 304.6806     382.5027
## 1641  7.4867809 151.20259 31130.2126   4.5840712       NA     351.5754
## 1642  6.9041214 228.96042 10836.9698   7.7925933 362.2966     513.1888
## 1643         NA 155.26261 42617.3034   5.8294242 449.2677     456.1853
## 1644  7.3489371 267.65522 15818.2613  10.5746815       NA     541.7551
## 1645  7.8460579 224.05888 23264.1100   5.9223670 300.4026     387.9713
## 1646         NA 229.62062 19955.7105   7.6086533 285.4327     491.8806
## 1647  6.1798098 248.83326 15391.5592   8.0142571 273.0869     487.6257
## 1648  6.7556693 209.36207 13821.5562   7.5574149 334.6195     499.0709
## 1649         NA 213.65229 28266.7551   3.6321136       NA     483.7980
## 1650  7.2665988  98.45293 36490.1430   7.1388139 423.1875     502.8831
## 1651  8.2181711 116.06195 22465.6876   5.0004506       NA     408.3602
## 1652  6.9800619 164.12718 17625.4664   6.4795578 372.7483     492.7034
## 1653  6.3819790 235.94511 18982.9538   8.2865139       NA     511.4852
## 1654  6.6480055 191.84180 15176.2907   5.6616626       NA     471.0471
## 1655  5.8999366 205.91379 30379.3594   9.4461480 312.2832     512.3365
## 1656  7.2609044 189.07796 21391.1625   6.5768662 356.6222     390.2853
## 1657  5.5759206 223.37401 14553.1323   9.6891754 234.6098     252.9683
## 1658  5.4674013 197.02893 12883.1635   9.2648831 347.4213     355.1757
## 1659  6.0900161 216.73623 12558.8980   9.2972996 317.9832     409.4272
## 1660  8.2054471 145.79732 17981.2548   6.5804602 359.3926     420.3942
## 1661  7.6705059 123.33664 33843.6194   5.2163687 390.7458     462.9676
## 1662  6.7910972 209.12816 20149.1797   5.8039999 288.3569     291.3042
## 1663  6.0067695 226.87410 20279.7010   8.1664163 225.5166     275.9866
## 1664         NA 204.38479 32951.3164   5.9952768 324.5052     339.6419
## 1665  6.3363428 214.07198 14619.6273   6.5844142 315.9968     370.7956
## 1666  7.4732354 223.26494 19932.5852   5.7701068 317.7089     590.3251
## 1667         NA 214.19308 21671.2783   8.2729398       NA     473.4154
## 1668  7.3801048 237.92264 16862.5435   7.1018169 306.1829     478.6545
## 1669 10.0676330 144.61396 39716.1318   4.5033659 390.9103     415.0508
## 1670  5.9159443 274.26362  6967.7356  10.0694345 247.6457     321.2368
## 1671         NA 171.69502 38971.0510   8.3655785 385.9537     397.4417
## 1672  6.1248473 151.69136 15092.0176   6.6107879 382.3190     388.1375
## 1673         NA 137.25343 20593.9337   3.9611107 393.6846     520.4105
## 1674  7.8764951 250.89662 15741.0816   8.0757381       NA     391.2588
## 1675  6.0210513 178.22368 18966.3630  10.2135746       NA     400.5663
## 1676         NA 193.16761 20894.4005   7.3315684 359.4265     417.4248
## 1677         NA 166.69669 14807.4136   6.8018608 269.7076     536.3370
## 1678  6.5854502 166.96596 30210.2504   9.5082987 340.2458     430.0786
## 1679  6.3426712 157.04613 21079.6062   7.2750778 318.8534     351.0243
## 1680  6.6329903 238.32475 12829.0928   7.3473606 331.3019     451.7344
## 1681  5.4007001 197.91899  9968.9627   7.8789978       NA     503.8964
## 1682  7.4601478 221.34321 25480.9184   6.9269432       NA     438.6196
## 1683  6.7098220 148.25319 20922.1545   4.6335738       NA     400.3428
## 1684  8.0548933 239.13978 28545.3554   5.0968938       NA     574.4028
## 1685  5.3651924 238.29121 16262.9392   7.5079310 255.5447     393.5339
## 1686  6.9203890 252.35280 11086.2599   9.9933757 285.7448     368.6291
## 1687  7.0254565 184.48443 31659.9627   5.2320196       NA     559.0029
## 1688  7.9742484 173.75078 26848.6298   6.0555337 337.9405     347.7481
## 1689  8.0310552 222.62842 18134.8350   8.7545130 314.4716     452.9703
## 1690  7.6140568 213.69117 17598.2004   8.1313194       NA     384.0873
## 1691  7.6435784 209.86084 21885.5038   9.5292278       NA     337.6322
## 1692  7.7313150 169.04968 38356.2265   6.0284543 297.3294     525.8794
## 1693  6.2684028 154.68190 23050.3313   6.8329383 290.7032     421.2202
## 1694  7.3699116 155.64481 19283.4021   5.4350247 399.9408     391.3242
## 1695         NA 241.18068 25696.3209   5.6945566 333.9020     386.2984
## 1696  6.3203753 165.82155 20481.6421   7.6059583 354.2890     422.3410
## 1697  7.2900886 205.21311 26115.6163   5.1378906 357.7941     402.8748
## 1698  6.3565111 164.61819 17538.5412   8.3451924 345.1450     430.9595
## 1699  7.9740650 160.22418 29477.7644   2.4560136 324.0556     371.2120
## 1700  4.9435084 267.53303 11870.4249   8.8778686       NA     417.4125
## 1701  7.7003623 220.57180 29432.2083   6.3562936 322.7503     444.9576
## 1702  6.0546072 228.19803 10215.8124   5.9839742 306.7969     441.4985
## 1703  4.2214207 120.56013 34370.1971   7.9608878 411.5808     436.7746
## 1704  8.5458903 255.32487 31056.5788   3.6197790       NA     426.8834
## 1705  7.7521762 182.06470 13655.6807   6.8172472 337.7538     328.2173
## 1706  5.5881298 220.81752  8730.3124   8.3218968 300.2204     412.7086
## 1707  8.6498686 178.58875 18503.7665   7.2408198 356.2631     329.5042
## 1708  7.8992565 187.70065 32210.8163   4.9967631 320.5324     400.1498
## 1709  5.9522680 136.89053 28105.9649   7.3309576 389.8097     423.9640
## 1710  8.0401876 201.80922 11861.5509   7.2003098 300.3984     420.5492
## 1711  4.3132192 191.11934 12770.8318   8.2315745 284.9459     499.8548
## 1712  6.7070169 209.77881 14794.4114   7.8092915       NA     553.6445
## 1713  5.8535606 186.80775 19790.8569   6.6157807       NA     489.7969
## 1714  8.8174028 175.75497 23173.3195   6.7308609 367.1542     552.0745
## 1715         NA 171.43498 39207.5892   4.7105100 354.4446     381.6854
## 1716         NA 193.57716 19671.3512   7.5688966 342.6734     322.7357
## 1717  7.4764085 246.18472 27109.8956   9.7919608 341.1636     339.7300
## 1718  7.6914863 155.18532 36578.2237   7.6907277 405.1694     536.8896
## 1719  7.3673719 176.33521 16663.6025   8.0627827       NA     354.7649
## 1720  8.9279059 188.05442 22139.8788   4.2527214 376.3346     438.5156
## 1721  5.6212273 221.64944 11123.8862   8.8094331 314.8713     326.3509
## 1722  6.4506449 201.59667 27682.5074   5.6551389 316.1059     573.0338
## 1723  7.5665171 205.39658 30823.7305   7.8166360 354.1760     395.2973
## 1724  6.1156375 240.97516 15765.7867  10.0883449 339.4024     407.3195
## 1725  7.5952287 188.37328 32869.4744   6.7455884 365.2087     326.6271
## 1726         NA 279.23242 11380.2986   8.5861006 314.1626     467.6281
## 1727  7.1312219 165.90902 18969.8249   7.6903626       NA     510.9823
## 1728  7.3997247 258.01995 18535.0465   5.4971592 339.8390     354.6673
## 1729  7.0024799 168.95259 20518.5554  10.1359869       NA     457.6468
## 1730  5.3453454 238.51023 10315.3540   7.8226007 281.7717     496.3509
## 1731  6.1859512 174.79612 22198.9294   7.6084955       NA     479.0918
## 1732  6.0700910 161.53027 26764.4944   6.2415265       NA     485.8663
## 1733  7.0955693 196.73493 30235.1708   5.9849012 308.2037     453.9548
## 1734         NA 189.76165 16737.1082   7.0314237       NA     410.4797
## 1735  3.9285565 191.66600 17328.1615   7.6924172 306.4796     406.0856
## 1736  6.3529731 244.84672 13858.7039   9.1794419       NA     403.5605
## 1737  5.9991252 219.71611 19345.7913   6.0296415 264.2851     497.4772
## 1738  8.8995884 208.10655 17915.0860   4.7935745 334.5718     381.1594
## 1739  7.3753376 194.86808 28767.7574   5.0741458 349.9852     495.0371
## 1740  8.9793229 184.30922 24967.3230   6.2645843 335.2169     485.5832
## 1741  8.5323775 216.45411 30268.4213   6.2989698 330.9785     436.1650
## 1742  7.2135375 176.64006 34727.4086   5.1622780 287.7069     332.1995
## 1743         NA 184.66689 14368.1282   8.1299117 334.7534     472.3300
## 1744  8.8955745 107.38333 27622.7463   6.1633197 460.1071     444.9296
## 1745  6.5827642 219.18481 21961.5269   6.9879778 348.9000     341.2099
## 1746         NA 204.24057 14665.4048   8.5813197 360.3888     359.6222
## 1747         NA 160.59576 49125.3601   6.3443900 409.5020     327.9246
## 1748  5.9865939 275.88651 21229.0833   8.9404299       NA     354.1119
## 1749  6.8412211 166.67695 28263.8037   7.1157147 318.7902     532.1847
## 1750         NA 157.82735 21716.4237   5.4063940       NA     478.9990
## 1751  7.1461172 181.43442 33266.5716   8.3817377 373.1971     485.1092
## 1752         NA 237.70568 21862.7536   8.9614251 318.1727     434.3883
## 1753  7.5075753 172.50402 18328.6959   6.9077361 351.4186     377.0751
## 1754  7.9971758 214.81963 20575.5732   6.1913992 312.0081     513.5404
## 1755  5.1743460 234.32857 11746.6075   6.9612654 314.9868     407.1023
## 1756         NA 191.15048 23172.2815   7.1321537 290.7092     365.1406
## 1757  6.4790926 180.95867 28165.8726   7.1600840 371.4054     370.2898
## 1758  7.8115124 258.89160 20911.9047   6.3617563 289.1422     421.1330
## 1759  7.4372167 242.72997 20185.5872   6.1216622 306.1693     413.6560
## 1760  7.9538781 178.06655 18677.2792   5.6995400 368.2177     356.2943
## 1761  6.3965699 243.72471 12278.9853   6.7945514       NA     489.4493
## 1762         NA 208.36705 22444.0901   5.4042483 338.0637     540.8995
## 1763  8.0581360 191.27793 29298.3595   6.1291726 356.6453     278.5026
## 1764         NA 149.83890 20283.7836  10.0058708 383.1131     355.1849
## 1765         NA 220.98516 26492.7162   4.9497874       NA     388.9690
## 1766  9.4972612 124.48281 33681.3301   4.8146560 427.1845     530.2170
## 1767  7.9847107 121.06736 40709.7817   5.7968413 445.3595     338.5100
## 1768  6.2611106 270.46617  8572.4215   9.9220762 286.3276     490.9427
## 1769  6.9578027 219.23995 20215.6328   7.0540932 306.6474     431.3707
## 1770  9.6631590 131.71190 24387.9681   4.2341430       NA     428.9064
## 1771  6.7327137 197.76697 33820.6458   7.3967641 353.1763     321.3645
## 1772  4.8860571 272.92039 15496.6117   6.9851791 266.5622     569.5813
## 1773  9.6102203 156.92955 33954.4355   4.6390275       NA     485.3792
## 1774  8.5185318 128.26347 32018.2896   6.0587402 458.4411     554.1390
## 1775  6.9507865 201.80549 21709.6477   6.1207711 352.3038     417.1844
## 1776  6.0230227 170.73229 10925.3601   8.2009726 305.7965     508.8511
## 1777  9.0114804 167.91892 34865.3577   3.1395527 400.6918     385.4096
## 1778  7.9467679 277.11695 24244.1120   7.5611758 273.3843     306.8374
## 1779  7.7096174 189.80291 32910.5252   5.7580555 367.7619     397.8456
## 1780  6.0816154 209.05968 10120.1127   9.4067735       NA     410.5091
## 1781  8.1461858 191.38241 20506.6984   5.4769487       NA     445.9312
## 1782  8.1418611 210.37656 25433.4650   8.3908119 385.2367     321.8675
## 1783  7.7033568 211.34469 12861.9465   9.2453058 347.6308     598.6629
## 1784         NA 149.04285 27687.7376   8.6607113 284.9458     288.5177
## 1785  9.2528565 168.04075 50279.2624   5.9050558 415.4508     400.0036
## 1786  6.0476515 177.44426 28633.8464   8.1743845       NA     386.6612
## 1787  6.1528578 171.12529 24978.4832   8.2164859 323.8244     406.0944
## 1788  9.0749229 184.91505 21633.7217   7.4273806 394.1965     339.3553
## 1789  7.4365372 167.32847 31935.6907   7.8963646       NA     398.5742
## 1790         NA 259.67104 11949.5979   9.4354460 279.0010     469.2876
## 1791  7.1300992 275.67978  9480.6178   8.4159483 295.6188     383.4551
## 1792  6.7921255 165.79429 17782.6044   4.9706012 307.7527     370.6006
## 1793         NA 230.43076 14916.9861   9.6185165       NA     379.1728
## 1794  8.8856263 171.83978 19113.0119   6.5032973 404.1043     399.6726
## 1795  9.4753163 149.55809 32568.1535   5.3338600       NA     436.2031
## 1796         NA 168.96303 21030.2345   5.5640025 404.3431     440.9521
## 1797  7.1831087 225.11608  5097.8258   6.0816641 361.6314     294.9912
## 1798  6.1574431 155.83571 25937.7114   8.1631439 298.1924     533.2884
## 1799  6.4678683 236.69465  7656.4132   9.8409486 214.4608     356.3478
## 1800         NA 162.93537 24916.6256   6.3744957 388.3127     494.2888
## 1801  7.4881335 177.35305 24786.0505   8.6133037 369.2107     387.8681
## 1802  7.3235451 184.13607 21044.2027   6.8429472 327.2612     379.4925
## 1803         NA 253.66204 13568.2712   9.2286029 256.0895     554.5737
## 1804  6.5307961 138.00767 19174.5933   7.3479515       NA     490.6441
## 1805  6.9314704 156.84119 35793.7578   7.2863358 384.6548     398.6479
## 1806  7.7746452 194.73386 13829.9391   5.6031204       NA     321.9057
## 1807  8.1075001 173.66468 27277.5800   6.6436201 354.0373     330.2115
## 1808  6.3068645 220.96998 22418.9082   7.1533636 283.9760     350.9092
## 1809         NA 165.73795 22900.1183   5.7356892 379.3749     473.8049
## 1810  6.6096803 216.42803 17963.8668   7.7253140 346.2853     466.1030
## 1811  6.6322059 232.73855  9809.9040   8.3367779 302.3258     458.3668
## 1812         NA 247.16402 18939.6165   7.0863747 305.0400     419.4531
## 1813  5.7167557 197.10421 12641.5278   8.7020614 287.0126     345.0839
## 1814  7.7404539 182.54107 19713.5044   8.8543861 382.3416     489.0470
## 1815  6.2772774 148.18601 22916.5722   5.0356332       NA     474.6180
## 1816  8.0063733 116.72512 45041.1491   5.1652924       NA     367.6890
## 1817  6.5130166 185.33854 26262.5455   6.7421502 289.0143     410.1013
## 1818  6.2341977 227.56087 22195.2104   9.4555984       NA     351.1801
## 1819  7.2771440 194.88086 18270.1051   6.1219313 344.8798     402.6646
## 1820  6.0445130 211.57738 30191.6925   7.7142916 329.1670     431.0964
## 1821  6.6430265 205.23312 20511.3692   5.9081110 313.3538     455.6933
## 1822  5.1504565 186.56085 18655.5419   7.0243065       NA     379.5379
## 1823  6.1105452 166.63731 21319.7944   7.6812446 311.2536     340.6306
## 1824  7.8311177 182.47388 19130.9615   6.8030615 340.2759     433.4604
## 1825  6.9807272 200.46723 30862.7845   6.1962763 391.6669     422.4896
## 1826  8.5527824 217.80332 39030.6037   6.9867052 373.7462     340.5662
## 1827  6.4493794 275.74672  8607.6125   7.7016304 272.1976     384.3807
## 1828  7.3920840 173.52878 20185.6762   9.1209314 384.1172     310.0749
## 1829  8.3607958 218.13962 28722.1758   5.5367052 310.2866     471.5536
## 1830  7.6198451 113.50470 37279.1289   6.3600702 377.8752     285.3499
## 1831  5.4045107 258.90349 10168.1765   9.6481971 248.7120     396.9112
## 1832  7.0793035 137.00736 24282.1548   5.7056928 433.6339     342.7253
## 1833         NA 233.84662 32496.6402   6.6373844 347.9864     424.6498
## 1834  7.1617149 238.33358 13680.7641   9.2741195 284.4078     478.7670
## 1835  6.8549469 149.85349 16203.0907   5.7348036 375.7187     350.3447
## 1836  7.3095564 244.83977 22277.6260   7.7155718 369.0388     477.2354
## 1837  9.3134659 133.14175 41982.6107   6.6280372 417.2454     267.8017
## 1838         NA 216.27162 26964.3172   6.3835483 418.4942     573.1596
## 1839         NA 250.62347 30797.5200   6.3814520       NA     338.8142
## 1840  6.1879381 249.52711 12682.1509   6.2532241 263.2684     274.7647
## 1841         NA 240.98419 11429.2012   5.5159774 267.6808     323.1575
## 1842  7.9653373 151.54189 25274.6103   7.1060435 352.3162     527.6882
## 1843  9.2643909 160.42869 19607.7549   3.9887489 416.6984     427.7938
## 1844  7.7540444 193.44985 19019.2795   8.1070669 377.9900     597.4860
## 1845  9.3938917 252.73925 13150.2075   7.1665923       NA     368.8346
## 1846  8.1760796 201.55370 21856.9886   5.2410474 320.2601     464.8033
## 1847  8.3376962 168.46918 30969.0476   5.4521618       NA     302.4223
## 1848         NA 207.42689 11963.3237   7.6645457 325.6330     502.0530
## 1849  7.1910249 151.30667 23781.3287   9.2144091 403.7884     465.1268
## 1850  8.6136986 235.94444 20862.4559   7.6225648 378.7587     418.6975
## 1851  7.7930392 257.65774 17398.3858   8.2712457 251.3839     439.7016
## 1852  3.8788794 177.71284 21937.4716   7.3697686 299.2416     447.3038
## 1853         NA 164.31710 25236.7013   4.3652382 350.5843     413.6922
## 1854  3.9782846 160.81847 14433.7805   8.4108922 311.2953     414.3282
## 1855  5.9640654 241.03090 22168.3316   6.2081178       NA     486.5169
## 1856  7.5320586 185.50656 24454.7259   5.7911025       NA     393.9719
## 1857  7.2335384 231.56083 16621.4948   6.0730409       NA     475.8216
## 1858         NA 202.81114 11900.0552   8.9480877 367.5335     379.5646
## 1859         NA 115.39298 46077.3585   5.2893067 437.5923     422.0174
## 1860  7.4807281 117.05731 28357.9428   4.7028209 414.8558     472.0593
## 1861  4.4770917 236.28249 26843.4704   4.8426583 207.8905     456.9798
## 1862         NA 207.39110 25110.0376   6.3297911 345.5926     420.2191
## 1863         NA 162.26369 28790.5477   7.6212341 377.7194     364.2736
## 1864  6.3140775 124.84799 31114.6357   5.7139404       NA     396.6730
## 1865         NA 233.69384 17317.6873   8.9465042 264.9160     311.9742
## 1866  8.8226104 216.43258 27109.2397   7.3221628       NA     384.0185
## 1867  6.9226524 185.81899 14682.6658   9.8868313 341.0664     560.7877
## 1868         NA 169.67353 25541.1528   5.4572992 393.2647     359.7781
## 1869  6.9045369 110.86579 32981.2584   2.6212676 368.3870     417.2494
## 1870  6.5480176 176.00654 38368.0126   7.4150539 278.0933     291.1215
## 1871  6.5810828 217.53850 24480.6718   5.8371518 310.6329     476.4587
## 1872  7.8646497 218.15311 23045.7262   7.4320109 349.9229     414.3651
## 1873  6.1369072 151.78432 20561.6947   8.4878560 384.1561     363.6185
## 1874  6.9470285 168.87954 17540.0302   6.4094763 387.2999     372.0228
## 1875  6.2033225 214.85011 29426.4738   8.0348682 369.7267     319.7667
## 1876         NA 240.13457 38097.3298   5.4004973       NA     359.5763
## 1877  8.3731709 179.52141 22022.6262   5.2150423 339.4922     396.6967
## 1878         NA 205.30415 12190.1716   7.0448330 313.4117     374.5232
## 1879  5.9212471 200.94373 17397.4029   6.7562000 279.2023     380.4998
## 1880  8.8298062 216.12214 17732.9147   7.8563118 377.2538     301.8960
## 1881         NA 187.61344 13427.0686   7.3175697       NA     507.5675
## 1882  6.8322174 164.27439 14015.0448   6.0559850 281.6780     389.9781
## 1883  9.2813026 215.90762 36622.2286   3.9034962       NA     383.2600
## 1884  7.4562508 226.53829  9163.2944   5.7262236       NA     417.1252
## 1885  7.0882510 172.68930 25399.1090   6.9412167 355.2531     298.6718
## 1886  5.6486285 167.03010 14547.8855   7.7353478       NA     347.7923
## 1887  4.2939612 192.36074 24600.7607   8.2616352 261.3570     475.8764
## 1888  9.6780509 188.36874 26402.7040   4.0741412 395.9042     325.0011
## 1889  8.6627095 173.53195 20333.0795   5.6363884 439.7879     459.6331
## 1890  5.8973911 172.03439 30575.3571   8.6496147 393.5549     426.5058
## 1891  9.4942426 274.82837 21879.7042   5.2657183 364.6826     581.0782
## 1892         NA 173.47419 18318.7204   7.5976536 282.5981     407.6430
## 1893  7.0801931 185.82573 39431.1127   8.8063927 286.2239     355.9376
## 1894  7.5598523 244.29456 29567.6989   8.6478795       NA     278.4756
## 1895  7.0403950 199.07922 22505.5186   7.9535723       NA     531.4767
## 1896  8.0530437 211.78324 37086.5461   8.2675368 251.4435     512.8990
## 1897  7.0443753 229.60317 12575.2796   7.8377780 390.4677     558.1766
## 1898  6.3098916 133.64992 31062.3719   6.9756020 252.1089     381.0588
## 1899  6.2035728 139.12908  6698.2391   3.8768127       NA     601.5262
## 1900  6.8794050 214.73189 20509.3320   9.0352504 321.3833     306.7843
## 1901  7.7548844 210.72077 18857.0585   5.6937519 376.4846     375.6727
## 1902  7.9166697 201.45581 39431.2526   7.5254410 276.2069     432.5900
## 1903  6.4053925 183.86725 20526.3068   8.4502724 366.1766     548.6377
## 1904  7.7959578 239.27825 27849.1421   6.4759944 356.1707     484.1048
## 1905  6.9639794 180.40151 12878.1764   6.4240985       NA     358.5165
## 1906  6.9678614 183.93348 13401.0444   6.4576866 371.7884     433.2394
## 1907  6.6227914 195.86712 13900.7165   6.3635375 387.3569     310.8511
## 1908  7.3699886 236.47672 18998.3468   7.4044345 359.9306     357.0662
## 1909         NA 134.31116  8076.8223   5.3221120       NA     599.6145
## 1910  6.9448684 198.47644 16904.2011   6.3414070 299.5217     470.5998
## 1911  5.2848101 148.86276 11130.2114   6.8204690 335.6604     485.8054
## 1912  6.8514426 197.33956 15349.1426   7.4464117       NA     373.5499
## 1913  7.7601894 206.20883 34250.1639   7.9303819 299.1316     347.1808
## 1914  7.2805604 228.53954 29690.9172   7.8710252 322.2697     392.5326
## 1915  6.8342599 182.45446 21670.5699   6.4076479 325.9504     397.3375
## 1916  6.7289751 187.20271 26376.0623   8.4576616 337.8619     488.9764
## 1917  8.0164184 255.25949 30854.8305   8.7619163       NA     442.4995
## 1918  6.8649167 170.82779 20464.7727   7.0740629 365.9413     400.9653
## 1919  5.8089755 157.55224  7965.2079   6.6801883 262.9958     377.6973
## 1920  8.4587970 241.76834 29317.1424   5.7832755 313.8855     328.5794
## 1921  6.9873353 224.03442 13505.0331   5.8711799       NA     479.8255
## 1922  7.2887367 233.97781 31617.0754   8.5338883 331.8382     490.0471
## 1923  8.1163503 224.76351 16514.6081   5.2906910       NA     416.5966
## 1924  7.4639160 215.47907 27150.3954   7.7829153 382.9587     403.7035
## 1925  7.5123612 224.47165 17895.5566   8.6350308       NA     472.3421
## 1926  6.4151085 192.42797 19310.0620   6.8453005       NA     529.7303
## 1927  7.0599402 178.80538 39484.6389   8.5911131 281.3862     520.2729
## 1928         NA 179.75671 25703.1552   7.2873102       NA     311.0931
## 1929  7.4251022 204.48628 18608.9409   7.4344927 318.1833     338.9353
## 1930  6.7426224 209.21734 15488.9567   7.4523618 351.0522     408.8536
## 1931  7.6829234 217.78893 31150.5134   8.0216678       NA     594.7025
## 1932  7.0416654 178.28575 25419.7695   6.7727508 316.4339     388.3393
## 1933  7.1852764 212.48317 25645.0672   8.1425128 352.8692     435.2830
## 1934  6.5972924 191.78744 25039.3547   7.2945774 395.7395     501.5327
## 1935  6.9088531 184.94423 16965.3141   6.4043540 351.3453     434.3502
## 1936         NA 169.77548 37273.4292   8.0278299 240.8976     454.5438
## 1937         NA 165.89297 11566.8755   8.3261549       NA     369.2898
## 1938  6.2819039 160.30669 17095.2701   6.7305770 305.0940     424.4462
## 1939  7.0367521 210.36910 13812.4104   8.3782822 342.4984     489.5451
## 1940  7.3629129 180.86780 20430.9067   6.6647864       NA     437.3895
## 1941  7.3690871 198.20408 28232.0184   8.8997116 289.5997     424.4543
## 1942  7.7081100 188.99785 15456.2201   5.0479159 322.7546     523.0527
## 1943  6.5041128 171.72256 20852.7645   7.7049899 282.1055     359.4610
## 1944  8.1859234 240.97910 23641.4720   6.6114486 318.6890     410.1582
## 1945  6.1491852 150.56359 20596.3912   6.9069107       NA     431.6513
## 1946  7.0804458 196.65895 36966.8533   8.9867843 294.3157     530.0529
## 1947  6.6284273 215.24553 18059.3309   6.9317867       NA     374.4551
## 1948  4.7046985 160.21182  5128.4576   8.2830689 357.7311     344.6937
## 1949  7.9769009 234.77938 15360.8351   5.7360269 377.1781     613.6335
## 1950  6.8096445 179.71952 35001.1448   8.6819835       NA     360.9328
## 1951         NA 177.68536 20325.7021   5.8495698 353.6268     279.6649
## 1952  6.9676967 177.05589 22886.9657   6.4309348 315.2829     507.7901
## 1953  6.4445552 166.63518 24855.8300   9.4923613 287.4124     479.4794
## 1954  6.2777425 149.56328 15751.4491   8.2577511 317.5014     605.3984
## 1955         NA 166.92298 21190.1549   6.5899805 285.8994     410.6883
## 1956  9.0143567 225.36752 49009.9247   6.0026530 296.6309     445.7688
## 1957  7.7816638 216.78288 35055.6165   7.7842033 306.6433     447.1671
## 1958  6.0843601 155.27143 27310.0608   7.8171292       NA     436.9889
## 1959  7.1547359 198.14733 32680.9780   8.9726612 283.1085     531.6026
## 1960  6.7488115 166.39092 22475.0930   8.8954217 317.6203     527.4596
## 1961  8.1282701 231.16754 19954.5756   5.1388385 349.0674     386.0711
## 1962         NA 205.23519 22613.2975   6.4858096 266.6394     313.0096
## 1963  6.3356831 164.07037 26594.3521   7.3812561 338.4295     607.1026
## 1964  5.9404759 175.63773 17177.0710  10.4108353 307.9976     402.8873
## 1965  7.6148776 246.03086 33347.9711   8.2225333 345.8088     445.7669
## 1966  6.7182494 197.61749 21043.6269   6.6306745 337.0388     641.5258
## 1967  6.8663565 185.63149 13979.3818   7.0434246 375.4340     462.5351
## 1968         NA 142.27741 21208.6183   9.5026854       NA     429.6902
## 1969  7.5538446 212.26444 14319.4014   5.7930119 362.8527     450.5359
## 1970  7.3666720 234.20064 15547.1866   7.8514002 364.1057     393.2539
## 1971  6.5677596 187.66638 20156.5786   7.2985104       NA     390.4269
## 1972  6.3336400 185.43634 18506.2886   6.5726818 356.9710     366.8131
## 1973  5.8924132 139.36225 11006.0485   5.3119904 339.3279     446.4944
## 1974  7.9180392 197.35759 22899.0629   8.2839554 295.3511     358.0974
## 1975  6.5491250 194.27686  7412.7981   5.8369804 354.8212     361.0372
## 1976  6.8047961 223.99570 17196.0547   7.1126225 374.3091     344.7183
## 1977         NA 203.05431 20106.1068   8.6823296 351.3357     346.0305
## 1978  7.1761709 206.29490 25794.9502   7.7947269 321.2841     485.2544
## 1979  7.0850959 206.67668 21823.0943   5.8899453       NA     387.6181
## 1980  7.2017024 147.71109 37308.9942   5.6774511 279.1644     395.9768
## 1981  7.7760441 215.53380 38895.3561   7.7646684 342.2625     349.4311
## 1982         NA 209.75195 20214.2166   6.0450779 323.7884     539.4647
## 1983  7.0465485 128.48252 30569.8106   4.4491226 281.7247     348.2646
## 1984         NA 199.84587 12635.3677   7.8863835 332.6152     293.8343
## 1985  7.7328801 189.50981 47022.7458   8.2267248 287.0871     567.7223
## 1986  6.2667999 187.82962 27577.2136   9.1415970 322.9178     277.0508
## 1987  6.6302517 160.92038 22557.7796   5.3053940 338.6308     416.8981
## 1988  6.7756311 154.37254 15525.3940   6.0841328 343.0322     597.9793
## 1989         NA 204.73729 25680.7174   7.9801927 318.6773     311.6356
## 1990  8.1649924 278.34036 29045.2611   7.9929144 334.5520     384.7832
## 1991  7.7737581 251.46284 21688.6169   6.1949100 395.0882     355.8317
## 1992  7.2951413 182.40664 13706.1868   5.8878851 300.6082     424.6502
## 1993         NA 129.88330  8906.9756   6.8279009 327.5518     525.2247
## 1994  7.6575417 230.82001 35056.2322   7.6568069 364.1301     305.6294
## 1995  7.6647935 223.57847 20259.7259   7.3854143 351.1613     510.0469
## 1996         NA 209.86609 20116.9111   6.9410617 370.3837     338.9572
## 1997  7.8004213 210.67030 19873.3009   7.2846756       NA     448.5956
## 1998  7.2640691 216.62239 19412.1127   6.9324579       NA     301.9536
## 1999  7.5443056 211.05115 34359.4008   8.1667933 365.8123     447.5207
## 2000  7.7497738 229.48977 21995.0681   7.7489213 320.4407     398.5448
## 2001  7.4420231 194.76387 34565.7017   8.4933476 294.8362     350.0851
## 2002  6.5592526 164.63592 30660.2097   8.8522701 272.5243     533.5839
## 2003  7.0350368 220.50189 19746.4933   7.0593829 371.9126     536.1839
## 2004  7.8806859 226.00384 19486.8818   6.2085740 356.3381     472.3691
## 2005  7.4983725 236.71440 21736.3733   6.5885661 407.3121     299.1942
## 2006         NA 200.96992 12700.4880   7.7137832 395.0904     464.0249
## 2007  6.5382072 214.99287 12330.4066   7.3000917 389.8170     465.3527
## 2008  6.3732881 180.95890 17502.8794   6.4716394 367.7325     411.5813
## 2009  5.7564757 171.97180  8086.8260   7.3046280 330.1338     442.7588
## 2010  6.9180624 188.91286 14052.4461   6.1921928       NA     338.3208
## 2011  8.8135047 236.39282 40684.3900   6.6087747 303.5298     278.3551
## 2012  7.3615998 231.79318 29169.7208   7.9299044 375.0972     389.2726
## 2013  9.1755862 281.59423 47852.8889   8.3302763 314.7838     422.3182
## 2014         NA 192.74228 32349.1024   8.7506295 272.0851     581.9812
## 2015  6.5508772 145.80627 25070.0087   5.7163787 285.2189     369.6131
## 2016  6.5108556 223.86062 15147.1715   7.6675333 389.3911     437.0514
## 2017  7.3470304 199.61372 19073.2596   5.7668322 336.9943     413.2142
## 2018  8.1119532 217.26647 38184.4696   7.2541220 311.9102     281.0692
## 2019         NA 237.08395 35434.2801   7.6176487 381.3375     365.0325
## 2020  5.9850125 151.36097 20155.4345   7.7232925 275.0797     478.3324
## 2021         NA 212.70533 25626.4811   8.5901845 338.6635     330.2534
## 2022         NA 161.03897 25583.4920   6.7969141       NA     467.4799
## 2023  6.4337224 177.25251 20321.2294   6.3789180 373.0518     375.0282
## 2024  6.7700951 201.65085 25887.6317   9.3675327 327.6195     519.3804
## 2025  7.9279696 224.72106 27402.0200   6.8752989 343.2863     315.9134
## 2026  7.3388261 229.97869 12603.4004   5.9754881 351.3188     370.8606
## 2027  7.0783611 198.41245 16648.6006   6.9310959 348.5480     472.2760
## 2028  6.7516686 176.79315 32040.5057   7.9319130       NA     467.1484
## 2029  7.7441252 203.39623 21403.0020   7.6232416 333.2109     424.3287
## 2030  7.5603920 223.23225 14739.0685   6.7316107 372.0289     481.3418
## 2031  7.8306076 213.24926 18821.3896   6.4751127 316.5724     405.2787
## 2032  6.7469350 154.33216 25137.4277   8.4959039 274.8841     330.0837
## 2033  6.5422818 146.05538 35965.7446   8.5786780       NA     474.0077
## 2034  8.5496925 236.86150 17828.2945   4.7522676 341.0363     423.1101
## 2035  7.4998445 231.53887 22452.6356   7.8210075       NA     380.9991
## 2036  5.7637728 183.07363 22025.6966   8.9528959       NA     376.5814
## 2037  7.2768631 165.79795 30396.9046   7.8356387 281.8969     475.6461
## 2038  7.4932908 216.38188  9465.3239   4.9475314 341.4606     501.3453
## 2039  6.1160240 158.72890 22481.0273   8.4670652       NA     458.9929
## 2040  5.2268952 127.11756  7907.3304   6.7619285 335.4618     475.3324
## 2041         NA 255.95360 15097.0241   8.4824211 361.9714     471.4774
## 2042  6.4206402 180.29300 26034.5282   9.7106188 308.9579     473.0648
## 2043  7.6690125 205.59564 11579.4417   4.2632791 356.1365     407.7216
## 2044  7.1280623 191.40082 25227.5452   6.6078443 319.2509     419.3050
## 2045         NA 108.91663 14476.3357   5.3981620 281.1983     512.2323
## 2046  6.6153501 179.24066 26392.8636   9.3091600       NA     496.3636
## 2047  6.5048762 159.18214 13403.0864   6.9582842 296.0769     359.9744
## 2048  7.4591242 195.02872 33173.4994   7.5513740       NA     534.1670
## 2049         NA 221.67313 32269.5049   8.7652379 303.9617     357.3586
## 2050  7.0960471 221.50824 17240.0211   9.1814729 322.6169     442.5436
## 2051  6.9894422 197.68584 12150.7219   7.9841661 341.1001     303.5968
## 2052         NA 184.74139 32328.7148   8.3965869 292.9382     617.1448
## 2053  8.2977259 222.43632 20320.1085   7.3218586 297.1387     374.1195
## 2054  3.8464540 211.75721 14686.2834   7.5578727 326.9121     371.2694
## 2055         NA 174.91772 28990.7879   4.6604112 417.3403     468.8430
## 2056  9.3800071 166.26976 32471.4563   7.3425347       NA     498.3131
## 2057  8.9983750 169.22833 21790.0109   7.9233571       NA     436.9215
## 2058  5.6903874 241.21573 14083.8299   5.7389624 293.4652     498.2830
## 2059  7.3015634 177.66289 23441.2671   9.1070172 326.2906     478.4670
## 2060  7.0316841 201.00211 24510.5076   5.8182736 401.2688     371.6164
## 2061  4.3486750 197.27636  9848.0356  10.8109380       NA     295.7495
## 2062  5.2941954 234.27140 26811.2031   3.6113582 369.6085     570.9750
## 2063  7.2579310 187.76562 24354.3352   7.1962538       NA     346.2918
## 2064  9.2504916 184.44201 22749.1784   7.4016628 375.0083     436.4938
## 2065  9.6804748 199.53167 32916.3315   6.1278043       NA     461.3001
## 2066         NA 184.99373 19764.6274   7.5050919       NA     293.4780
## 2067  6.7412458 196.83300 23565.7327   7.5945840 315.5746     500.1429
## 2068  6.8117023 261.38957 15149.4899   7.0561072       NA     397.7871
## 2069  6.9669430 222.89027 25441.0561   7.3837832       NA     647.3499
## 2070  7.4460891 179.14684 17763.3110   9.8765150 328.4590     364.1342
## 2071  6.2106476 192.21674 19330.0358   8.7928861       NA     401.3833
## 2072  7.3415471 187.67240 21273.4571   7.7840031       NA     332.0843
## 2073  7.0513964 187.41888 15423.3873   8.8715238 341.5627     561.7908
## 2074  6.6426139 226.52783 13730.2591   9.0607670 257.4595     275.0717
## 2075 10.1462905 242.15173 24649.6747   4.8033725 347.0697     348.4840
## 2076 14.0000000 235.67746 24008.9920   5.6350290 381.0977     460.7453
## 2077  8.4695373 128.62008 15273.0493  10.7255236       NA     553.3463
## 2078  6.0432121 151.14832 24207.0817   8.4140719       NA     410.9093
## 2079  5.8411188 194.61689 17721.9596   5.6462970 410.3587     622.9636
## 2080  8.1146654 236.49327 26631.2129   6.2667817 275.0909     496.9898
## 2081  5.5851170 143.50541 22234.6967   9.2528525 368.3875     437.1247
## 2082  5.9039935 196.27473 19399.2220   7.6418945 328.2693     324.0457
## 2083 10.2841261 249.32420 23259.0124   3.3312660 284.4059     468.8663
## 2084  9.5782267 205.74874 33080.5888   5.6598479 356.6983     333.0699
## 2085  7.0948308 139.90687 18975.6435   7.5719514 423.0460     528.2665
## 2086         NA 210.74471 12229.2985   6.9509810 387.3888     422.0271
## 2087  9.6872600 190.16287 18752.5764   7.0730066       NA     461.0702
## 2088  6.5274406 181.07300 22444.0818  10.4749769 271.8628     351.0638
## 2089         NA 193.62949 18753.2118   8.6850117 327.3406     478.1027
## 2090  7.7447726 208.92034 27648.1597   5.6225723 332.8238     397.0575
## 2091  8.2892243 191.85881 22526.2798   7.9791548       NA     292.8608
## 2092  7.2492573 223.70354 24311.9058   7.3925170 275.6225     306.7822
## 2093  7.7440985 219.65872 30809.7057   6.7906811       NA     405.0322
## 2094         NA 214.21606 19026.6728   7.6347241       NA     421.1403
## 2095  6.8902745 185.74415 12218.0959   8.0229361 350.6579     394.4406
## 2096  6.0473809 230.58628 20278.3830   9.3607991 305.7766     333.5308
## 2097 11.5687680 192.92445 39234.4702   8.8607623 235.9955     463.4351
## 2098 10.1648386 194.30280 28915.6432   7.3016887 316.5252     279.1654
## 2099  8.7223112 145.24662 20256.3531  10.6519985       NA     612.3280
## 2100  3.7177039 183.34943 14841.2420   9.5349700       NA     293.9176
## 2101  4.8942781 184.55272 10922.5420   7.4617027 352.8302     338.6811
## 2102  6.0711834 138.22398 14852.5307   8.0935409       NA     389.3028
## 2103  9.0325635 156.26565 24897.5570   7.6396339 416.5305     342.7460
## 2104  9.9137038 160.09825 32129.9963   6.1095159 405.2956     541.2208
## 2105         NA 165.74023 19919.3246   7.2781515 351.9651     420.1207
## 2106  4.2292246 207.66923 21214.3705   6.8445478 304.2751     488.4559
## 2107  9.1354519 233.17533 32105.2871   6.7496963       NA     370.9298
## 2108  3.9065675 152.81885 17857.7169   7.3630601 324.3828     342.4088
## 2109  7.3840489 148.29618 14417.9795   9.0849676 347.9621     316.5796
## 2110         NA 180.68060  8692.5382   8.6717929 396.5288     534.3391
## 2111  8.5242964 141.81024 12658.1772  11.2643858 347.2681     387.0859
## 2112  5.7061309 199.11783 25815.6091   6.3835455       NA     483.8241
## 2113  3.7151714 199.08339 15900.7971   8.5611983 291.1042     371.8471
## 2114  6.5198478 183.22600 14284.6479   8.3890779 373.0916     495.4180
## 2115  7.9106409 190.42760 16461.5023   5.4544760 394.3059     294.1786
## 2116  6.5874646 211.16928 28990.2978   8.8836652 267.2024     504.9088
## 2117  4.3000293 218.31989 17639.8579   7.5273173 331.8346     424.2094
## 2118  8.5759392 215.13672 15778.7294   7.5327731 316.9595     359.8301
## 2119  8.8849345 145.27771 17621.3901   8.2679741 341.4775     286.8908
## 2120 10.5047602 143.76750 31320.2456   7.7285049 402.9535     491.2160
## 2121         NA 219.07465 31044.7382   6.7723267 263.9005     411.4712
## 2122  6.9467176 214.17004 32946.5675   5.4842584 333.4396     318.8836
## 2123  8.1070918 213.02927 24531.8694   6.2372224 322.0971     517.4900
## 2124  4.9088997 161.24319 13516.9115   8.2062119 343.3053     535.2245
## 2125  5.0989671 197.14264 21682.7548   7.7559051 292.2514     424.6661
## 2126  6.0930919 208.90802 21456.6044   9.6006834 263.4535     459.0156
## 2127 10.0339335 213.64742 25433.2321   5.2029375 319.0101     362.2622
## 2128  8.9789977 213.09177 19030.7169   5.2915162 316.9403     473.1504
## 2129  5.5147478 228.73592 35343.6286   4.3466084       NA     526.1124
## 2130         NA 200.83989 20743.3484   6.9059881 264.6435     450.3617
## 2131  6.7312781 229.12889 15058.1388   5.1193074 315.8801     443.9584
## 2132  7.1919620 228.40994 15395.4691   7.3986026 334.7776     294.9156
## 2133         NA 190.38260 30524.0938   6.3754493 387.6686     382.0568
## 2134  7.1277112 173.69010 19309.5705   6.5333922 372.5372     295.3858
## 2135  5.6320410 203.73048 19345.9225   8.0477981 265.3471     708.2264
## 2136         NA 184.02003 13361.2260   9.2586563 335.0900     467.4442
## 2137  7.9550263 244.39590 32405.4139   3.3180450 307.6436     433.9118
## 2138  7.7750495 195.17874 22329.7401   6.1051298 416.9492     371.6159
## 2139  5.1683403 206.26976 17914.3402  11.2400004       NA     357.6970
## 2140  7.6675209 163.34582 25035.2710   8.2585780 329.5971     431.8678
## 2141  7.2723622 229.08714 16404.7595   7.5897536 272.2769     518.6095
## 2142  3.6919327 202.51207  9439.7840  10.3436261 313.1389     543.6858
## 2143         NA 221.12696 27158.6777   7.8759367 274.6588     472.0961
## 2144  7.6925235 220.81915 26686.8479   8.2862106 299.9588     564.5270
## 2145  8.1575181 236.34444 27931.2084   6.2036759 325.3240     511.5877
## 2146  7.1877658 184.15660 31125.7404   6.3777899 352.9160     472.2741
## 2147  5.6895543 202.36472 17493.6504   5.5203558 385.1974     479.2379
## 2148  8.7588245 197.21521 19572.1471   7.4934330 376.8383     518.3855
## 2149  9.8142475 177.71222 30575.9469   6.3939272       NA     536.7206
## 2150  9.9692732 237.02286 26944.6819   5.5887748 334.3262     379.1380
## 2151         NA 179.15496 18282.0693   7.8748792 326.1869     397.2212
## 2152  9.1491267 162.68327 21463.0592   9.8206749       NA     501.5669
## 2153         NA 146.25032 25623.3405   7.3077495       NA     464.1846
## 2154  5.8408116 157.88257 16087.2697   9.4580004 277.5404     550.1374
## 2155         NA 209.95328 18668.3638   4.4532524 347.5816     479.5614
## 2156  4.9816721 220.95056 20988.0878   7.9856684 232.5488     373.6249
## 2157  5.4233185 185.90318 18020.8424   6.4010458 447.4180     332.0501
## 2158  4.8385711 241.13598 18328.4026   7.4032387 237.5175     355.2755
## 2159  7.9040534 217.77163 23575.9914   7.4930242 279.1467     548.1554
## 2160  6.7440643 158.53483 16304.5289   7.1339135       NA     514.7485
## 2161  8.6639748 206.92316 29551.3341   6.0302757 339.0323     329.7108
## 2162  4.1611120 181.73639 25815.3892   8.5346290 297.2392     399.2922
## 2163  8.5159773 212.30463 28553.5595   7.2253662 342.6041     341.7403
## 2164  9.9998075 215.10898 33462.0342   6.1941219 365.8953     373.9368
## 2165  7.0380923 204.92328 24607.0881   8.0801558 280.7456     365.8452
## 2166  2.8035631 186.12392 11920.9074   8.6420341 332.7445     447.5942
## 2167  5.9726000 186.46747 23124.5780   7.0125537       NA     446.2194
## 2168  8.1807553 178.07964 25623.8675   7.5740821 391.9182     353.5070
## 2169  7.0102434 162.12324 26395.2488   6.6225975       NA     574.5814
## 2170  8.1798904 258.90194 17291.6183   5.1844096       NA     434.5042
## 2171         NA 162.51268 24642.8123   7.2675728 330.9054     414.6507
## 2172  6.8651253 216.74446 13529.0388   5.6184924 402.3134     553.6167
## 2173  7.9508166 147.11792 20827.9176   9.2261250       NA     474.8540
## 2174         NA 204.25826 26321.6892   5.9374958       NA     487.2736
## 2175  9.5811885 223.29622 28292.7803   5.6654307       NA     398.4793
## 2176  7.2747569 195.11803 21496.7451   6.5710898 360.6978     418.3736
## 2177         NA 260.84504 11803.7355   5.2606700 336.0405     424.0584
## 2178  8.0267733 169.33384 19168.5268   8.0814962 405.5273     350.5774
## 2179  7.8795432 170.19091 37000.9557   6.2172225 346.0637     517.5768
## 2180  6.4489711 237.46110 18736.1909   5.5998703       NA     235.0423
## 2181  5.1894137 171.23893 12289.9009  10.7864998 301.2308     501.5597
## 2182  6.5380841 197.42820 15979.0603   7.4249446 273.7193     452.1872
## 2183  5.9158067 195.74407 12431.8031   6.6616162 380.7253     367.8540
## 2184  8.1364979 184.23185 30031.8392   6.2153073 373.6528     400.6119
## 2185         NA 187.87328 29532.6150   7.9810369 274.4934     469.1321
## 2186  6.4937642 205.15056 19821.3384   6.3449634 298.3800     482.5957
## 2187         NA 205.33855 25142.7337   5.6395011 296.0913     528.2800
## 2188  6.9774056 205.56350 16100.9679   5.5272992 371.3619     532.3421
## 2189  5.4892481 134.56028 15979.3348   9.5043610 366.2144     418.6421
## 2190  2.5581028 147.49057 21316.5067   9.1422337 312.0542     406.3720
## 2191  7.3121093 199.81300 14540.7351   8.8274136 276.1183     486.9837
## 2192  8.5540970 191.70841 32112.5699   8.1153551 293.6558     518.9444
## 2193  6.7044319 148.84213 13329.0323   7.1184654       NA     403.4210
## 2194         NA 194.71919 18344.0694   7.6118367       NA     320.3560
## 2195  8.0283042 204.78373 20408.4856   4.5315812 406.3289     515.5751
## 2196         NA 168.04247 18564.3721   8.5621564 345.2052     419.1316
## 2197  8.6168244 228.76295 19126.2985   7.0175784 327.8948     383.5270
## 2198  9.4671290 169.21441 33365.3154   8.4604898 315.9604     449.7240
## 2199  6.7936986 227.22575 14470.0535   8.4715090 274.4447     360.7557
## 2200         NA 229.72535 22444.5594   5.7021749 320.9901     389.0309
## 2201         NA 188.39502 21875.2164   7.1413722 408.8559     616.1213
## 2202  5.4860586 186.69563 16639.2152   9.8077796       NA     355.9424
## 2203  5.0507484 191.72221 18252.0760   8.1181152 284.2151     373.7412
## 2204  6.2461176 199.09897 27001.3353   7.8080135 296.9236     478.7459
## 2205  8.1423309 221.75235 29808.2369   8.8201558 205.9351     556.6576
## 2206  6.8528991 158.07979 11914.4638   7.6349668 386.1674     473.6433
## 2207  8.8019336 225.89547 23659.2115   2.4586092 408.4179     446.9925
## 2208         NA 200.30865 25355.9989   7.1052453 304.6481     394.2461
## 2209  8.3837617 156.95186 21923.8741   7.6568311 379.5416     364.7949
## 2210  6.4761398 215.72177 21165.5906   7.6429523 348.4749     315.0781
## 2211  9.8945621 128.58573 26436.0333   8.7787175 349.7484     480.6676
## 2212  4.8080397 186.16057 19118.0503   7.0544439 359.4062     577.4914
## 2213 10.5779305 278.03636 28652.1433   2.7857184 379.2775     334.2117
## 2214  6.3049717 249.08260 21046.4485   5.4562726       NA     334.1787
## 2215  7.8224919 208.63672 22308.8217   5.8503276 408.1233     502.7894
## 2216  7.9893762 191.93619 16746.8004   8.5624282 312.7400     431.5057
## 2217  9.6717968 130.60836 30220.6125   9.3091418 370.2949     411.8814
## 2218  5.9412656 179.95486 26562.4472   6.8032877       NA     431.9692
## 2219  5.5747558 189.70066 11512.4658   8.7209719 329.9396     331.3304
## 2220  7.6105092 208.81781 34538.5440   5.6006200 301.7872     470.7403
## 2221  7.1024466 243.41294 23493.1209   4.7927384 283.3443     341.4388
## 2222  5.1527398 185.34224 25669.7199   7.8194792 318.4510     449.9190
## 2223  7.3014636 205.72188 23778.7587   8.1799674 333.3393     529.6246
## 2224  6.1049258 241.17572 13539.8117   6.0155480 335.3965     363.6334
## 2225  6.0013824 186.88442 22554.8301   8.3918827 331.2149     444.8910
## 2226         NA 153.03511 28504.9975   8.4254975       NA     346.3112
## 2227  7.8856790 207.82130 12359.6312   7.3776626 340.9790     499.3617
## 2228         NA 159.83288 23917.1901   6.7815760 369.2239     472.9272
## 2229  7.6790906 204.85999 21530.3162   8.1853995       NA     445.3709
## 2230         NA 163.95724 19516.8980   7.1787771 393.8409     587.8416
## 2231 10.3919424 262.74177 39116.6827   3.2057863 285.7284     473.3140
## 2232  6.7148624 236.54205 33197.1505   4.9585169 331.4845     402.9466
## 2233  7.3496534 235.21088 20443.1351   7.1777894       NA     305.4173
## 2234         NA 196.08297 22746.0617   7.7027405 325.4784     397.0550
## 2235  7.3451384 202.17446 17032.7737   6.2126291 361.4405     600.2950
## 2236 10.1470896 177.82131 20642.5887   5.7597439       NA     487.8789
## 2237  6.3807173 266.01541 21250.9356   4.8543345 357.2410     358.1855
## 2238  7.9406470 181.77131 15858.7782   6.8499637       NA     584.8272
## 2239         NA 197.71364 31251.6437   6.2524231       NA     322.2176
## 2240  7.7867347 192.17974 28086.8735   7.1579515 329.7086     327.3805
## 2241  6.3230403 227.55397 24463.1374   6.2619337       NA     399.9475
## 2242         NA 170.29143 14550.4170   7.8474039 395.4960     486.3677
## 2243  6.6456574 170.26972 23432.1097   7.0665651       NA     513.3649
## 2244  6.0145398 205.48294 23268.2431   9.0357692 283.3404     371.4035
## 2245 10.0867712 189.73238 17572.5475   6.8947306       NA     416.6411
## 2246  5.1662260 135.71217 12060.0095   8.6370979       NA     362.2173
## 2247  5.5732012 229.17499 15613.1605   4.1579017 383.4811     409.0666
## 2248  9.4945587 254.53446 28492.1705   6.1136078       NA     620.9810
## 2249  9.0365043 199.32189 21696.0032   5.9701868 350.1838     288.5088
## 2250  4.4005090 119.33404 19100.0871  11.7539037       NA     328.3998
## 2251  6.9753923 205.94025 22685.6844   5.9277592 304.0491     441.7652
## 2252  6.6877498 160.26096 17786.7633   7.6603765       NA     247.9180
## 2253  6.8675217 182.67217 20247.2010   6.8670725 330.8057     420.3335
## 2254  6.1552492 159.51950 19781.6106  10.0816099 310.1407     505.1084
## 2255  8.3032638 232.41467 16548.3567   6.3435227 301.0872     395.3391
## 2256  8.6416341 206.34197 39557.2555   5.9998467 290.5760     345.4894
## 2257         NA 219.67426 22210.6131   5.8750411       NA     398.5177
## 2258  7.3486112 214.71589 32742.1873   6.3510290 320.0651     438.0443
## 2259  7.5739059 206.20420 15926.4260   5.5246662       NA     457.6378
## 2260  7.8559064 209.75180 19850.1829   8.0388722 300.2930     368.4376
## 2261         NA 181.38972 18908.6283   7.2153495 325.9008     356.1666
## 2262  3.7983910 189.61853 18529.7980   6.8882572 396.1072     365.2730
## 2263         NA 234.51185 19038.9019   6.7959158 322.8963     437.4788
## 2264 11.2354260 178.59650 33773.1071   9.0630421 327.6510     425.8680
## 2265  6.3963411 126.49074 20115.7336   7.7637385 427.3778     435.2784
## 2266         NA 222.98063 32237.2454   5.9246588 336.6527     526.7761
## 2267  5.2285063 191.66380 24855.9078   7.0160785 337.2709     343.3492
## 2268  6.5122396 198.56468 21626.5631   5.8971043 389.3370     296.2608
## 2269  7.8343192 171.28878 25918.5680   8.5893940 307.2287     448.5640
## 2270  7.3882920 178.34406 12928.6444   7.8302952       NA     376.4889
## 2271  6.0206538 197.46909 10529.3103   5.3053515 416.4952     412.0117
## 2272  8.3883225 256.23401 16795.8205   4.1435192       NA     333.9462
## 2273  8.3842964 223.32819 27463.6548   6.4767528 352.9528     318.0426
## 2274  7.3939780 209.61921 17939.7047   7.2337360       NA     349.2096
## 2275         NA 235.78979 21983.5591   6.0612838 331.2729     441.2162
## 2276  8.3846232 166.87838 29956.3630   9.7781226 307.3629     546.4823
## 2277  7.0948021 222.50131 30045.3677   6.6640101       NA     531.9595
## 2278  6.5653194 141.59184 12875.1278   9.1169945 340.9139     339.9770
## 2279  6.3817196 199.63503 20453.8165   5.8487349       NA     344.5995
## 2280  7.5397421 201.95932 26716.3597   5.6373503       NA     516.3546
## 2281 10.6288209 193.43316 14054.1255  10.3284890 327.0642     479.4025
## 2282  9.2284842 200.71033 26744.2315   6.8333602 339.8207     363.9510
## 2283 10.5246020 256.17232 31965.3640   5.0070035 288.5660     505.3614
## 2284         NA 229.74096 22709.3861   6.3616873 316.2344     294.1656
## 2285  6.0212659 236.97550 19894.1476   7.5879085 286.9385     315.2668
## 2286         NA 236.20489 34822.8163   4.9663973 362.0702     537.9966
## 2287  5.9739512 182.14333 26804.1095   5.7379883 399.2537     481.9019
## 2288  6.2175796 189.34222 15155.5490   6.8194381 306.8926     297.7637
## 2289         NA 175.83394 36819.9868   7.6504553 322.0219     344.7161
## 2290  9.1306072 226.40374 19968.6778   5.7237916 386.6998     440.5431
## 2291         NA 283.40957 21160.0897   4.2707178 253.4335     525.9923
## 2292  6.0955119 200.04582 16404.9414   6.3920946 366.0173     444.4542
## 2293  6.1952549 170.00229 16666.1308   9.4834241       NA     457.0682
## 2294  5.8145642 184.54171 29382.3353   6.0512334 348.3524     405.6214
## 2295  6.7566598 212.64186 22112.7463   8.3322097 275.2404     387.5622
## 2296         NA 172.11151 26595.3735   8.2322520       NA     348.8436
## 2297  6.3699735 128.61687 13689.5921   9.0668300       NA     319.7851
## 2298  6.6014074 205.62102 19635.5883   7.1732294 344.0345     430.5599
## 2299  5.6519338 139.04992 16575.8213   7.8578563 390.5377     418.5432
## 2300  7.6060669 248.04145 14609.9769   6.3565551 322.3566     275.3171
## 2301  2.9744294 147.14867 17326.2023   2.4985967 393.1687     375.4115
## 2302         NA 181.56241 19289.3615   7.3250554       NA     274.6965
## 2303         NA 232.09834 16378.1516   0.3520000 238.4466     454.5552
## 2304  8.1111010 198.76820 35200.7988   9.6853902       NA     348.9714
## 2305  7.1161326 204.04078 25131.6653   5.4026548 292.3244     424.0035
## 2306  5.2802923 164.05739 13679.0569   5.9713854       NA     635.8885
## 2307         NA 167.10443 30362.6839   9.9903322 362.2616     432.0307
## 2308  9.8082582 220.04957 34132.0680   9.7527509 233.8703     367.0444
## 2309         NA 172.21468 26653.7650   7.2716846 335.8945     510.0297
## 2310  8.0188316 197.78559 23104.5204   9.6748604 322.9345     395.7386
## 2311  6.6036407 206.91974 14598.0258   6.4521409 316.2535     582.1106
## 2312  6.4508057 198.49316 19002.3147   7.3064473 335.4822     257.0077
## 2313  6.2663784 163.38540 28141.2165   8.5087510 376.8706     295.6751
## 2314         NA 144.99579 16219.4753   5.5630672 379.9630     374.5431
## 2315  5.1618788 179.63641 18666.5636   5.1961326 400.8960     485.3120
## 2316  6.9844055 181.70734 18194.5453   8.2638039 371.1465     201.6197
## 2317  6.7919926 210.40797 30471.9291   6.6144380 326.5858     493.1794
## 2318  8.3092277 198.33690 24344.9667   8.3435102 278.8668     456.5300
## 2319  5.0577364 137.68934 11229.1378   6.4114105 481.0306     580.0952
## 2320  6.9082722 211.10555 19224.9863   6.3799701 307.1022     323.8855
## 2321  7.2434099 188.04630 20877.5348   8.4541068       NA     377.6493
## 2322  6.1644802 189.05876 27312.1684   6.8221567 319.9516     522.8014
## 2323  9.1609975 241.38310 28170.8851   6.8196031 262.5720     568.4206
## 2324  5.2778756 166.73301 18404.0507   4.7771243       NA     347.2195
## 2325  3.9757527 135.89198 17430.8419   6.3057877 373.4864     344.3989
## 2326  5.6852165 154.57000 17628.0431   6.6644438 390.0947     324.4278
## 2327  6.9336539 217.77032 19026.0173   3.1174410 317.0668     448.2346
## 2328  7.4644852 227.00002 26559.3609   5.6578121 300.6907     332.0688
## 2329  6.0718389 217.82653 17162.7539   3.5211252 319.0373     612.0949
## 2330  7.1361026 186.58271 19502.5390   8.0954265 305.4300     355.9372
## 2331         NA 182.11395 21453.3347   6.6672865       NA     392.4334
## 2332  6.3285531 192.07652 33315.9471   7.0500465       NA     489.7453
## 2333  6.1505957 169.40278 23890.8934   7.3359603 375.8011     373.5482
## 2334         NA 205.66602 27044.9598   4.0339336 298.2138     515.7549
## 2335  5.5081555 192.22655 12137.0996   5.2304773 433.0215     405.4855
## 2336  4.7611052 150.07453 19197.1055   7.9366524 374.4773     400.4513
## 2337 10.4907440 221.02926 32092.0584  12.6268997 333.3199     403.8240
## 2338  6.6761373 192.68585 27468.9802   5.8094359 281.4069     299.8870
## 2339  7.9733075 237.49715 23517.6810   5.3545162 283.5838     478.8936
## 2340  7.3521460 208.32448 13714.8326   8.2192403 352.8498     336.9129
## 2341  6.9908008 222.94375 19713.4115   5.2924501 310.8876     270.0554
## 2342  5.4683609 180.38236 12305.9054   5.4465627 410.4593     388.7455
## 2343  7.8359070 206.66579 17643.4071   8.1374837       NA     474.9898
## 2344  2.5381158 100.80652 19872.8549   5.0140228 418.0000     420.8309
## 2345  8.4230845 153.03289 15924.7997  11.1016281 329.1322     431.1675
## 2346  7.6170141 214.40436 29818.0950   6.5088534 298.3519     494.9455
## 2347  7.6170335 242.98940 17681.2724   2.8557898 298.4132     549.9873
## 2348  5.4293348 183.43938 15265.4076   5.7147313 394.0012     446.8791
## 2349         NA 215.49161 18489.6525   3.7588332 294.6030     370.2746
## 2350  5.4959760 150.53452 18333.6327   7.4717278 416.8885     300.3590
## 2351  5.0927572 239.74092 28390.8914   1.3908709 258.4443     452.3060
## 2352  6.2528102 187.56948 27690.4748   6.4899315 330.9492     303.4964
## 2353  6.7474153 250.41955 24539.7132   2.3979850 358.2299     339.3447
## 2354  6.6408628 215.06087 16488.0477   6.6423372 304.7574     507.1288
## 2355         NA 138.52571 17905.4800   7.9293033 399.5036     485.4232
## 2356  7.3009901 182.44770 29136.3387   8.2530153       NA     307.4333
## 2357  5.4985147 180.82511 21542.8300   6.7070946 352.2507     419.5130
## 2358  5.6525013 187.83118 25868.5987   3.5237139 338.0289     456.2598
## 2359  6.1649273 206.04058 22805.6115   4.3988313       NA     409.3577
## 2360  7.8519257 235.33831 14763.5801   7.7419753 338.6033     505.6656
## 2361  7.2216894 203.06903 13703.2204   7.8236123 352.1246     412.3205
## 2362  6.5780839 214.14633 24882.6252   5.0711568       NA     400.7432
## 2363  7.8594899 211.31103 31725.4878   7.5196907 313.3442     433.4447
## 2364  6.0736850 140.92620 11795.3136   9.1284221 437.6472     413.0758
## 2365         NA 208.25628 13696.0099   4.4840213       NA     449.1781
## 2366  6.4079633 199.13173 28460.2034   4.6137215 330.9141     448.8580
## 2367  8.6466430 201.43906 32571.0545   9.9593554       NA     338.4978
## 2368  7.1846978 189.75840 13317.4681   7.8323204 378.6755     541.3061
## 2369  6.9320850 205.33848 19530.4738   6.5219555       NA     475.2102
## 2370  6.1747506 138.51359 21504.1388  10.8602950 338.7030     447.8055
## 2371  9.5402522 224.05458 31683.8646  11.9942902 315.3591     493.8364
## 2372  6.8888429 188.92067 27368.0143   8.0031866 355.4786     465.3470
## 2373  8.1741863 244.24905 31114.8208   4.7269123 285.3320     418.6196
## 2374  8.7569269 218.63776 21752.0297   6.4548765 276.2781     356.0758
## 2375  4.7400567 176.65563 24069.3359   4.0134444 367.8050     288.2213
## 2376  8.7644956 210.85135 15978.0366   8.0433541 328.7598     324.0474
## 2377  7.8994516 210.73412 15896.3659   6.9072028 319.8870     448.6664
## 2378  7.4026532 182.99938 19259.1939   7.6323702 295.9314     339.7373
## 2379  5.8000342 181.45351 13028.6885   6.1067648 374.3578     405.5172
## 2380  7.0891842 179.04584 21065.6637   7.4716144 377.7780     571.5755
## 2381  7.8522067 169.02838 22912.1896   9.6162227       NA     468.4454
## 2382  4.9456947 170.44092 23000.7231   4.4337248 340.6457     346.6423
## 2383  9.7769321 213.91508 23971.9895   9.6033024 293.8250     507.0166
## 2384  5.1534886 107.34198 19115.7219   9.2961140 333.0619     457.8915
## 2385  6.8849811 138.44011 14893.2064   9.6864348 319.1350     286.9216
## 2386  7.6087502 192.85664 25410.8119   5.9550084 283.8030     432.2095
## 2387         NA 210.09761 23616.8046   4.4656770 365.9613     421.8799
## 2388  4.9019069 141.93078 13614.7509   8.3069605 368.6187     439.0554
## 2389  5.7112125 145.82587 21157.1797   7.9547212 385.2061     441.0866
## 2390  7.4766895 162.00870 22171.3189   9.6115986       NA     401.2348
## 2391  7.0334951 191.88022 29322.7407   9.0270570       NA     496.1983
## 2392         NA 152.53742 19731.7492  10.8867419 373.9887     463.7477
## 2393         NA 189.00109 20784.5679  10.0887715 312.9547     419.5341
## 2394  8.6552989 222.26879 13676.7535   7.2712995 348.6188     460.8706
## 2395         NA 177.20201 17766.2529   8.1990904 354.2774     520.2011
## 2396  8.3043347 155.56994 18253.1811  11.4484693 329.1006     380.3234
## 2397  7.7170770 211.68133 21400.0165   6.9878541 268.9450     495.9149
## 2398  7.5558228 190.46192 29411.6286   7.8688783 349.9489     524.4660
## 2399  4.8817296 136.99047 19105.0149   7.2646776 419.7164     358.0463
## 2400  8.3112712 206.10776 20562.5134   9.8204733       NA     479.0323
## 2401  3.8004313 111.24641 14904.9404   7.7296453 418.5593     382.2244
## 2402  4.0835949 201.93864 20555.9655   1.9202714 341.5972     435.5115
## 2403         NA 201.57205 15618.1352   6.7052109 367.1935     359.9520
## 2404  4.8650697 174.06046 15222.2464   5.8392187 412.0371     333.5043
## 2405  9.6247269 217.37278 25175.7542   9.8839455 329.1745     394.0548
## 2406  5.1887769 178.99327 22648.2376   6.3180630 326.4679     404.5611
## 2407  7.8429790 200.82967 16827.1929   9.8884030       NA     566.3307
## 2408  5.9169305 185.92502 27977.6732   6.7746097 329.6193     428.8327
## 2409  5.7296891 173.97503 14304.7631   5.3400885 369.1540     471.6799
## 2410  5.6782210 143.18651 18377.0083   7.1453355 418.2472     359.7747
## 2411  7.3865818 191.58557 26351.9038   8.4261611       NA     505.1879
## 2412  7.5192275 210.38479 16897.3070   6.5686579 344.7037     315.5204
## 2413  7.4462258 241.57386 13312.4461   4.5329790       NA     529.4591
## 2414  7.7539361 220.09828 17169.5844   7.9840392 344.1219     385.0450
## 2415  9.1596605 195.42332 16679.3352  10.1104622 301.7464     404.6591
## 2416  7.4969909 246.86358 22631.6577   3.4408801 297.1324     357.4985
## 2417  7.5423002 230.15054 18877.4939   4.3447069 278.2504     447.2594
## 2418  7.1590530 161.47871 25591.8410  10.1895280 367.5964     330.5505
## 2419         NA 116.90548 27151.3129  10.1853482       NA     372.0023
## 2420  5.8446738 147.17980 13615.1098   8.8811118 394.6584     533.0402
## 2421         NA 201.82785 35418.7350   8.2559711 253.5802     447.2814
## 2422  5.2584147 210.92949 29228.3347   3.8339018 341.6407     363.5708
## 2423  7.4206408 212.73559 18463.7221   6.7279189 355.9715     523.6027
## 2424  7.0742514 208.92037 16739.2666   7.8614695       NA     518.9772
## 2425  8.1892139 156.32846 18432.4765  12.2463941 370.1214     288.3515
## 2426  7.7441310 185.56762 30586.5927   8.0407602       NA     314.4258
## 2427  8.2898579 222.48393 23884.1315   5.5332083 354.9593     514.7331
## 2428  8.0252200 213.51972 15457.4987   7.6695400 318.1144     376.3144
## 2429  8.8489274 262.59833 24417.8613   5.3990126 241.1263     493.8555
## 2430  6.4384218 202.53784 26448.2451   5.7759329 322.4518     567.2017
## 2431         NA 179.79621 17029.5349   7.0189900 371.6756     404.6721
## 2432  8.2055507 204.66583 17414.5206   6.8396225 276.7701     346.5407
## 2433  8.3103737 201.65167 23260.4720   9.3456213 333.2714     292.3158
## 2434         NA 240.03628 23103.6535   8.6430887 339.1589     487.4346
## 2435  7.8339708 240.83253 25694.8737   4.3005093 301.7604     442.7414
## 2436  8.1426604 220.63097 20111.2259   7.4468771 354.8971     366.8025
## 2437  5.8964325 165.13566 23022.1689   7.5368057 356.7562     401.7409
## 2438         NA 228.10946 15617.4586   6.3265340 326.5049     402.6007
## 2439  4.3107015 138.43189 11842.7578   5.6074501 364.4585     426.3696
## 2440  7.8957691 168.72405 28723.6176   9.3414752 353.9762     517.4367
## 2441  6.8629951 184.48066 11579.1134   6.1494939 364.1102     556.9563
## 2442  6.3047686 213.65618 30168.6066   5.2107804       NA     339.1166
## 2443  6.5786806 203.40882 22374.8249   6.2489294 399.6172     547.7021
## 2444  8.9672441 266.47874 34446.7823   4.9095729       NA     343.2656
## 2445         NA 166.40497 14202.1938   9.0067957 370.5385     493.4402
## 2446  7.4230881 210.04620 31073.0313   6.3747090 312.1032     460.8942
## 2447  9.1667581 184.55743 21736.9818  12.2271753 304.5285     317.5834
## 2448  8.4686944 151.95430 19148.2247  11.9304480 390.8074     374.9947
## 2449  6.4861527 224.80946 26807.1195   3.2679841 319.0744     382.8798
## 2450  4.4390958 190.15345 20864.3405   2.3866535       NA     515.6312
## 2451  7.7927835 187.91248 21093.9322  10.5855014 390.4091     463.0194
## 2452  7.2052183 188.91131 31315.6144   8.3230406       NA     398.9189
## 2453  6.5690539 208.73145 29123.7083   6.7651179 327.6975     308.0861
## 2454         NA 182.25781 17540.7425   8.4224759       NA     305.8275
## 2455  4.2916877 124.00735 18038.4744   8.6032965       NA     548.5745
## 2456         NA 176.41364 12674.6728   8.9884770 354.7681     344.4204
## 2457  4.9210939 162.30059 14126.5905   6.4068144 357.8159     337.7731
## 2458  6.7271853 197.43922 26012.4887   6.9520080 346.6287     473.3301
## 2459  5.7570890 148.98915 32415.7336   9.1785605 319.2229     407.7417
## 2460  5.8423591 217.32480 29644.8136   4.1791080 328.5039     310.7712
## 2461  8.8481030 248.56774 19793.9719   9.6811543 323.3517     411.1474
## 2462  5.8662507 146.86568 19679.0627   4.8684800 320.0124     414.4270
## 2463  6.0209954 178.50030 13095.1492   7.9448025       NA     437.2990
## 2464  7.5299295 171.81420 27062.0659   5.0295685 378.2418     325.0998
## 2465  6.6497053 190.53195 16191.4261   5.2549593       NA     564.2032
## 2466  5.0977862 182.81902 23590.3137   9.1287977 326.3349     445.5626
## 2467  6.4839945 180.44505 29032.7811   7.3017355 326.3001     374.6757
## 2468         NA 253.14965 12037.7704   4.3843577 325.4132     422.3893
## 2469  5.6696992 199.66264  9544.8627   8.8082469 343.4855     378.1204
## 2470  8.1277104 203.07031 13227.0524   6.3109024 362.2757     409.7422
## 2471  9.1069169 209.60962 16879.5248   2.1026910       NA     294.3101
## 2472  7.5757579 203.88437 20855.2723   8.1093119 334.0274     532.3112
## 2473  8.2463691 207.17217 31080.4321   6.0963600 332.7662     369.0292
## 2474  2.9454691 126.74810 16829.3930  10.5973948       NA     456.2332
## 2475  4.9640703 168.28336 17694.5748   9.7253213 333.6395     353.0699
## 2476  4.9913969 141.62240 44499.7287   8.2609284 335.5098     534.7115
## 2477  5.0456257 179.70250 22557.6036  10.1203340 296.4252     450.2957
## 2478         NA 206.26342 18221.0853   6.2371351 352.1592     547.3253
## 2479 11.0694563 256.20198 43536.0209   4.0476205       NA     433.4760
## 2480  5.7753309 169.72817 14710.7228   7.2618108 359.2670     535.6526
## 2481  9.0121003 268.67930 13064.4506   7.6256408 358.3368     549.8271
## 2482  4.0316104 145.48324 15105.3731   8.1808134 333.7109     342.9790
## 2483  7.8821239 235.46640  5477.3472   6.4760569       NA     443.8947
## 2484  8.7594887 219.92139 33364.9181   5.6870723 324.0385     443.5480
## 2485  6.6536495 172.58451 34816.4445   8.2893067 293.6110     389.4711
## 2486         NA 179.96235 22060.1869   8.2964974       NA     386.4176
## 2487  4.4738821 120.10191 30013.7007   6.3693709       NA     433.7444
## 2488  9.3494700 252.14850 13137.4908   6.1738231 320.3240     349.8161
## 2489  6.8629360 220.14789 23580.6573   6.6115434 285.1922     325.7217
## 2490  8.2614060 208.18809 24870.8259   4.9250154       NA     441.0526
## 2491  8.8603242 233.62515 19550.2997   6.5190629       NA     285.4124
## 2492  7.4965107 207.13733 39423.6661   8.4941154 325.4040     569.5692
## 2493 10.1641733 243.60651 16522.7158   3.9921714 310.8451     487.6981
## 2494         NA 167.46619 11532.2232   7.7097105 361.0093     625.3468
## 2495  6.0398232 164.02634  9943.6376   7.7233046 350.7563     374.7947
## 2496         NA 183.48884 12675.9390   9.7778074 319.8706     482.4450
## 2497  6.0579048 149.12279 23603.5019   6.5370282 302.6986     393.2935
## 2498  8.0050164 187.23053 49341.4213   4.3393102 300.6971     437.3255
## 2499         NA 193.46242 18519.1625   8.0218035       NA     374.3179
## 2500  7.0383475 199.59794 23951.1060   8.2299928 320.4838     419.6622
## 2501         NA 202.56947 22256.9504   6.9135005 304.9515     434.1984
## 2502  8.2370919 212.81856 24414.9735   5.4139779       NA     445.5559
## 2503  6.5740839 186.94421 22723.8100   6.2122647 330.7897     385.0190
## 2504  7.3381076 188.85417 30042.9285   7.4676238 309.6146     465.4999
## 2505  4.8511039 146.62724 20227.6438   6.3405341 368.9412     346.5203
## 2506  6.9179202 223.33296 17862.1427   7.9958901 299.4028     428.9480
## 2507  6.7093364 226.42759  8238.2900   7.6924130 289.9214     284.7745
## 2508  6.8940509 170.57130 17475.4678   5.1947839 363.3088     641.5861
## 2509  9.8647271 278.08145 12978.1971   6.9085720 319.3820     486.6379
## 2510         NA 210.20492 26894.1449   4.3127620 329.1464     344.5152
## 2511  8.0396969 233.85622  8201.3621   8.2930180       NA     461.2098
## 2512  9.8247065 218.01953 15120.9247   3.1248326       NA     498.9335
## 2513 10.8873050 283.89586 15177.2182   4.6565377 334.1808     420.6076
## 2514  9.8314017 263.63272 13345.3691   6.5669286 295.7742     462.4397
## 2515  6.5284795 176.93968 18533.3378   6.0832679 336.2964     491.4779
## 2516  4.0914115 146.78994 24252.4588   7.2549808 282.6935     482.2944
## 2517         NA 197.71218 12962.3897   6.4765839 362.7220     503.8430
## 2518         NA 232.86439 32600.4294   6.7026716 343.5987     447.3947
## 2519         NA 192.61766 36520.6587   7.4589699       NA     474.1479
## 2520  6.1751649 193.28260 32875.1921  10.8966627 337.5062     414.9020
## 2521  8.7361264 257.23133 12726.2986  10.3265576 356.4154     506.3759
## 2522  8.2409458 245.09083 18001.4592   9.3674194 350.6150     344.0569
## 2523  9.1522847 229.54041 24560.7006   7.0423264 372.6945     395.4044
## 2524         NA 208.83771 11609.9972   6.4452801       NA     407.0174
## 2525  6.3175766 143.29996 22577.8189   5.6900783 338.8972     573.8147
## 2526  5.6921242 165.90628 22396.2093   6.6826915 309.1216     530.0725
## 2527         NA 201.83372 29508.4928   3.9296239 325.0612     428.6614
## 2528         NA 139.95535 31421.1445   6.6277049 346.4412     378.7711
## 2529  7.1914937 175.46078 34933.7844   5.4275327 332.1960     411.3021
## 2530  7.3811085 188.31438 12320.5123   5.4935142 343.2396     475.3019
## 2531  6.1725174 187.78702 10498.6352   7.7225610 322.5210     467.0904
## 2532  9.0763180 215.91272 14153.6434   5.0200269 333.4992     311.7970
## 2533  8.8541195 222.96520 19258.8031   5.6960639 395.7285     467.0884
## 2534  6.7680600 179.80599 23793.0314   5.3320991 333.1982     461.5304
## 2535         NA 207.05911 30573.0663   4.4381966 341.8857     393.5133
## 2536  8.5432168 183.90786 33037.3534   2.7267656 358.5565     631.4986
## 2537  9.5648531 251.80667 17156.3367   6.2531797 346.7052     410.3224
## 2538  5.4997877 150.07609 43195.4737   6.5705961 322.5166     287.2861
## 2539  5.1959207 175.15716 33473.1125   8.4074500 319.2536     484.2799
## 2540  7.2839136 197.60213 23112.5044   9.5028094 332.3320     449.3617
## 2541  5.8724399 185.40398 14343.4232   9.6902131 333.5646     409.1135
## 2542  5.7357236 158.31874 25363.0166   7.7286013 377.5433     568.3047
## 2543  6.1584240 176.03145 26369.0266   9.7712115 347.8937     453.7060
## 2544  7.2943644 191.77362 41569.9520   5.3111120 321.3206     342.5014
## 2545  7.0542668 212.42912  7450.0744   8.7271101       NA     396.0528
## 2546         NA 199.94222 25973.3266   6.4909940 336.0407     344.9704
## 2547  3.1487123 142.27208 23257.2088   8.2792754 293.1608     391.8413
## 2548  5.6652664 162.89008 31883.0103   8.3124841 350.6817     550.8176
## 2549  8.3109388 245.71961  7929.5047   8.8323899 373.4635     348.6185
## 2550  7.0960983 206.82782 24548.5983   5.3798606       NA     365.4008
## 2551  7.9571135 199.10750 20425.7665   8.1719948 380.0782     333.1565
## 2552  7.4002386 218.82481  8136.0716   6.2863578 310.7612     518.7328
## 2553  9.7346197 244.92867 18976.2331   4.7459703 330.6358     383.9475
## 2554  8.0377611 199.21397 40368.4206   7.3074110       NA     293.8335
## 2555         NA 250.57268 24538.4373   7.2876048 345.1100     426.1037
## 2556  5.6818107 151.08594 26373.4954   5.6515888       NA     468.4726
## 2557  8.3945096 224.34715 23961.5045   4.7243731 337.4063     476.5795
## 2558  8.5282921 227.68621 27352.3434   7.6763232 349.9957     388.1378
## 2559  6.2380537 178.29805 21919.5934   7.0853770 335.8584     287.5729
## 2560  5.8706155 186.17838 18909.8460   8.4942352 328.7473     427.1825
## 2561  6.4337262 176.85712 26755.7188   6.5334689 316.5415     505.1220
## 2562  6.0693639 200.91626  9323.2183   9.3875223 325.4670     450.4414
## 2563  6.6604619 229.33933  9632.7310  11.2993902 326.1570     439.1213
## 2564  7.5061115 188.22181 31920.5847   5.7143117 334.2433     436.3970
## 2565  5.8951456 192.04137 14704.9062   7.9057687 305.8077     429.7662
## 2566  6.4492367 218.90729 12812.5571  10.9086867       NA     421.2968
## 2567  8.5505255 209.68247 22377.2729   2.6544910 322.1560     413.6736
## 2568  7.1226374 183.40265 31295.9024   4.4250262       NA     411.6161
## 2569  8.5586631 214.10732 38767.7564   6.6080998 310.0150     382.6223
## 2570  4.6243043 121.03632 22981.7494   8.2970741 372.0374     260.5662
## 2571         NA 143.09910 19290.5681   6.0843248 370.8695     486.0593
## 2572  6.0913827 192.12105 17279.9622   8.9270432       NA     413.2483
## 2573  9.6586620 240.34882 20269.7313   7.0507288 374.1817     567.7843
## 2574  8.1156245 200.09901 15513.0126   6.0461106       NA     421.0603
## 2575         NA 209.16452  7845.4729   7.6691323 433.6943     421.6252
## 2576  6.9148682 206.24994 10343.3788   7.7712057 324.3832     521.3207
## 2577  7.3379244 188.79930 24266.5179   6.8448503 326.2547     500.3865
## 2578  7.7661145 212.31767 24145.3858   7.9258868 364.0814     464.1086
## 2579  8.4339748 240.07793 10823.3004   8.4189582 317.3014     426.1753
## 2580  6.8915492 184.07463 13376.6805   6.8664346 333.8025     508.6811
## 2581  5.9461608 190.55157 12767.6562   8.9397481 323.7428     499.9375
## 2582  6.3638364 207.42244  9844.7023   9.7659208 320.6307     466.5925
## 2583  5.3317993 149.95505 19693.9068   7.1461397 336.0119     285.9980
## 2584         NA 232.60015 10634.0590   7.5581620 334.0500     542.2114
## 2585  8.4660134 224.17494 22523.1246   6.6688681 286.9439     330.0447
## 2586  7.4262740 192.14525 36990.9559   5.1011584       NA     590.5072
## 2587 11.2191347 237.58267 21871.7852   3.0743161       NA     374.0217
## 2588  5.7085174 187.08176 12193.6113   8.2885049 351.5733     577.4028
## 2589  6.5596279 152.11521 22624.0342   7.7611083 387.5188     393.8204
## 2590  5.6063152 190.33527 12308.2338   8.5487542 311.6802     399.6065
## 2591         NA 183.21990 20311.4025   6.7908974 381.4590     344.9671
## 2592         NA 187.01919 28988.7023   5.5880128 333.2190     478.7731
## 2593         NA 223.89041  8722.1530   8.5694512       NA     375.1423
## 2594  7.5393378 227.31613 12610.9363   9.5075846 345.1392     343.2427
## 2595  8.8497027 197.77905 20129.3588   5.1824357 329.5021     356.4767
## 2596  7.6827625 211.66385 12723.3421   6.6723410 380.9456     360.1074
## 2597         NA 172.96820 24445.9875   7.0326426       NA     571.6289
## 2598  6.4481910 181.58989 18460.6789   8.7278665       NA     353.6043
## 2599 10.1994127 256.70434 28703.7511   7.9405952 326.4627     552.1622
## 2600  7.7661867 223.05783 14945.2957   6.0268166       NA     482.4062
## 2601         NA 191.30136 17540.5766   8.7797263       NA     323.8121
## 2602  9.7565776 244.46134 17940.0991   7.1490529       NA     337.7136
## 2603         NA 159.39940 61227.1960   3.7135936 312.9763     377.0680
## 2604  6.4067978 182.88514 17851.0640   7.4627579 332.4867     398.7797
## 2605         NA 253.05439 28864.9103   8.5243710 364.7495     479.6998
## 2606  8.4452192 228.52286 28966.5693   6.1798552       NA     361.7054
## 2607  4.1370449 116.33828 17101.9516   8.6522105 322.8923     360.6481
## 2608  7.6759136 233.30076 23673.1006   8.4074971       NA     232.6136
## 2609         NA 243.68256 20976.7918   6.5022573 350.4499     487.5565
## 2610  5.7011010 170.49631 17121.5059   9.5360114 374.7759     378.8739
## 2611  6.3765764 177.50999 41243.0380   6.6699203       NA     486.8061
## 2612  5.5177373 190.66993 17638.3225  10.5258578       NA     461.9290
## 2613  3.8546177 131.39625 19639.7960   7.7535024 305.3829     456.5123
## 2614  7.5580763 253.84090 16642.8842  11.2243946       NA     555.9330
## 2615  7.3874338 214.29303 11694.6353   9.2736795 375.5056     356.8059
## 2616  7.7634151 193.72112 20019.2612   8.3443910 373.5978     375.0729
## 2617         NA 205.55185 24820.4931   7.2268779 329.4044     386.3075
## 2618  7.5093502 192.46795 17045.6001   8.8158446 346.7418     266.3577
## 2619         NA 119.88581 22331.2379   8.0515380 351.1614     472.0641
## 2620  5.0572705 155.48772 19003.9639   6.2508935 305.8498     518.1018
## 2621  5.8305420 165.46702 30021.2571   8.4330966 334.3978     494.1545
## 2622  5.8596905 163.49689 19231.0333   6.5416815 339.3715     468.3770
## 2623  8.8916741 184.86961 41801.4418   3.4095758 337.0471     461.0768
## 2624 10.1542191 244.20938 24755.9603   4.7113504 299.7975     387.5894
## 2625         NA 227.43266 32102.1907   3.6468475 321.6711     433.2765
## 2626  7.6831565 221.57535 25475.8848   9.9149656       NA     372.8039
## 2627  7.4555412 225.31415 16242.0603   8.2041021 350.1081     331.6738
## 2628         NA 217.94498 37820.0473   8.2993393       NA     367.5701
## 2629  4.8118325 150.45128 27547.8071   7.5695437 296.0022     521.5616
## 2630  5.7201365 182.44016 13463.8524   8.2539665       NA     401.5095
## 2631  9.9615031 276.69976 18743.2225   9.1607396 361.2212     457.5516
## 2632  3.2309731 120.78545 13691.0950   6.8359514 328.2403     261.4352
## 2633 10.1884327 286.56799  7105.8007   9.8405404 321.6861     437.8795
## 2634  6.2629073 185.98265  5157.0536   7.8043908 338.1954     570.2883
## 2635  7.3998114 229.77626 28630.9544   8.7117057 302.3158     437.3669
## 2636  9.2716685 256.27339 26912.2284   5.7667802 274.6461     467.7523
## 2637  4.7041837 169.94391  7028.8396   8.9870427 317.8298     289.5375
## 2638  8.6547927 218.17266 14799.3115   6.1640486 366.1480     416.8703
## 2639  8.0187719 228.11146 27405.3162   6.4913603       NA     494.6204
## 2640  8.1893634 229.60850 13197.5668   6.0079562 334.0543     605.4657
## 2641  9.3410918 230.43006 18254.1107   6.1139739       NA     294.5828
## 2642         NA 228.25199 18593.2226   5.9052070       NA     475.2957
## 2643  4.8919600 153.50623  9559.5474   7.8470665 349.8244     496.8728
## 2644  6.0568178 211.76589  4440.2774   9.5073033       NA     316.9218
## 2645  5.6551174 146.76202 19271.9031   6.3914389 316.4956     469.8950
## 2646  7.8902634 164.70803 17645.0653   7.1413596       NA     634.1181
## 2647 11.9077398 298.09868 17083.1751   5.8789925       NA     400.3308
## 2648  8.8114722 270.20955 12138.4230  10.5205550 360.2956     437.5154
## 2649  4.1265813 113.02447 40528.8054   6.4899512       NA     392.1091
## 2650  5.7353587 149.17169 28628.1519   5.0730740       NA     465.5549
## 2651  8.0007758 237.51925 18419.1329   8.3233299 308.0063     396.3766
## 2652  8.7750475 191.52687 21768.6407   4.7510045 387.2456     435.5234
## 2653  8.3038310 222.95004 26030.6185   7.1089737       NA     368.2845
## 2654  5.0822414 191.76705 17739.1990   9.1117219 309.7875     413.1586
## 2655  5.8135465 184.03178 10112.2073   6.5369922 309.4512     441.5940
## 2656  3.4223942 141.30031 16017.6119   8.2147136       NA     580.8708
## 2657  5.9133749 148.60794 14467.7859   6.1590951       NA     427.0410
## 2658  6.7830237 236.27887  8213.7722   9.3328612       NA     501.0185
## 2659  6.8360599 205.66772 18321.3275   6.7128542 297.8372     494.4842
## 2660  4.8843882 136.55778 28392.4250   8.4404000       NA     386.1040
## 2661  8.3315532 238.99241 11635.7721   3.9232393 276.4023     406.2451
## 2662  7.8196592 225.10684 16403.9524   7.0933103 313.1681     413.2089
## 2663  5.4283569 167.01738 24930.1988   7.9670858 334.0870     400.3934
## 2664  4.5566567 156.42294 14400.7186   9.4612851       NA     483.7457
## 2665  7.3330034 189.44796 32358.5386   6.3463782 341.3464     490.6253
## 2666  7.1143867 196.53396 27022.7085   6.1767863       NA     497.5236
## 2667  6.3769505 170.22708 16079.3613   5.4338025 331.8569     311.7729
## 2668  9.3382350 248.37602 17416.8018   6.6658733 342.7208     505.6774
## 2669         NA 130.55856 17429.5849   6.3176544 322.0596     524.6456
## 2670  8.9338776 278.23175 14179.6227   8.1282624 318.3565     335.2405
## 2671 10.6005900 274.96878 21558.3087   6.1128191 350.3637     331.1205
## 2672  6.8388167 196.19621 11877.2366   9.6246994 365.3488     363.8035
## 2673  5.6008765 183.57378 20411.6644   9.7537662 336.4048     368.3600
## 2674  6.1025333 179.39723 24196.2644   7.1553438 321.4421     525.9001
## 2675  6.4909230 189.03159 30453.6232   6.0601189 297.5128     476.9167
## 2676  8.5069791 197.74514 20098.1995   6.4565558 344.1273     555.9198
## 2677  7.4132883 196.45230 17465.3456   6.3091958 355.1648     300.9335
## 2678         NA 252.40456 20197.2477   2.5622555 350.5478     454.9698
## 2679  7.5862358 190.89022 16409.9366   5.7390254       NA     402.7995
## 2680  7.1033484 249.58936  4425.4264   8.2117623 293.0787     268.4409
## 2681  6.1534959 163.20555 48175.8521   7.1538034 299.5668     344.7170
## 2682  2.3767681 129.86397 11684.1116   9.9748079 301.4297     503.9104
## 2683  7.5148357 215.43952 17017.4300   7.4170410 335.6525     483.6580
## 2684  7.4451893 225.39779 24741.5350   9.2484992       NA     402.1156
## 2685  4.8352977 136.29504 23031.2158   5.5601795 358.9331     567.4637
## 2686  8.3762797 248.13286 27824.1905   7.1005234 343.0580     433.4499
## 2687  7.9459091 213.06641 16769.8905   4.7453405 292.4192     478.1667
## 2688  8.7277789 202.41950 25521.8892   3.8302384 326.9079     461.9588
## 2689  6.0894308 207.26713 11339.1661   8.8883474 317.2791     531.7690
## 2690  7.1723231 191.38942 14702.0591   6.5571048 313.8663     525.0310
## 2691  8.3329535 236.53240 18881.7952   4.2756930       NA     384.7292
## 2692         NA 231.97330 21460.8382   8.6734831 360.6722     375.0821
## 2693  4.5633706 152.90756 13490.6081   7.4999168 338.5849     524.1080
## 2694         NA 181.08066 30050.4394   7.9756309 360.0869     378.1542
## 2695  3.6768450 173.67770 22581.2245  12.6533620 289.1268     599.7292
## 2696         NA 169.35593 23133.6624   8.2478276 337.0479     330.3553
## 2697  7.8890797 208.40237 24974.6928   7.2962819       NA     453.1670
## 2698  5.5257685 188.15598 16113.0106   8.3069263       NA     363.4719
## 2699  4.8580556 159.69555 32886.5289   7.6893046       NA     337.3880
## 2700  3.2728201 145.49231  7408.9762  11.9960151 336.6878     433.7097
## 2701  7.1175787 186.19968 31528.9487   6.3870372 335.3489     380.5783
## 2702  7.8222574 200.00279 22411.0069   5.2835936 343.0804     593.4836
## 2703  4.3340578 155.82935 13351.4138   8.6039268 321.7870     387.5218
## 2704         NA 214.03531 10039.5384  10.1301250 383.7543     487.4216
## 2705  8.8395839 246.06648 21179.7626   7.7176623 343.0474     753.3426
## 2706  5.2906669 160.43203  9265.1049   9.2720663 358.5471     464.5733
## 2707  7.8732717 182.64666 25337.1230   3.7150654 362.4846     315.1899
## 2708  7.1484409 173.27282 30656.1631   4.7378256       NA     525.8848
## 2709  6.4536052 175.47934 25257.6493   7.6265296 263.4013     376.5249
## 2710         NA 189.82342 20278.3383   6.7999401       NA     314.8342
## 2711  5.6541189 171.75155 16431.2049   7.2834542 387.9046     419.0973
## 2712  7.6506832 239.49015 15326.9250   8.9278964 373.4363     425.3364
## 2713  6.4182031 173.44621 19617.3085   7.3964721 321.8653     391.6675
## 2714  6.8480001 199.77681 26296.9483   7.3391733 354.2506     397.5365
## 2715  6.9916852 152.97622 20389.5938   2.6483899 331.2529     460.1462
## 2716  5.9247995 111.47858 15413.8961   6.9000299 347.8618     277.5881
## 2717  7.5266804 192.16710 38468.4136   6.6163675 290.6417     449.3175
## 2718         NA 233.06343 36640.3714  10.0002178 435.1152     337.6644
## 2719  5.3246414 142.80698   728.7508   8.4033164       NA     496.9976
## 2720  9.0383261 227.35766 34353.8397   5.5732773 231.0537     421.6645
## 2721  5.9459886 151.68580 12356.9056   7.8941203 342.0291     471.1221
## 2722  6.1950869 195.44316 19331.1940   9.1125582 342.8718     425.5029
## 2723  9.0628223 246.62970 27959.9262   5.6499706 308.7808     434.3954
## 2724  7.1374287 210.50275 17506.6088   7.3049282 301.6420     304.2395
## 2725  6.2320106 208.66817 12149.6967   8.5600393       NA     325.3447
## 2726  7.7808687 221.84449 40483.7304   6.1460984 302.3297     563.7200
## 2727  7.1500461 238.79823 14708.4742   8.6067743 450.9145     365.7391
## 2728  4.5741247 134.20129 22520.4186   8.1918271 403.3424     372.2001
## 2729  6.1793121 159.77326 21532.5192   8.0633346 272.4408     509.7721
## 2730  5.5663285 153.77551 14574.6611   8.0115497       NA     388.0504
## 2731         NA 160.09509 26561.5695   7.1870217 322.0905     372.6235
## 2732  7.1851677 209.68314 24909.7831   6.6910696       NA     501.7854
## 2733         NA 160.91581 13943.2450   8.3997300 380.7685     344.1542
## 2734  6.9904527 225.92345 17679.3511   7.2488667 377.8680     527.2058
## 2735  5.8107421 151.87617 25419.5517   7.8741665 313.3648     494.1530
## 2736  7.4441659 211.44632 20003.4977   7.2383015       NA     524.6452
## 2737  4.3748776 144.23718 17384.2572   8.8984362       NA     402.2712
## 2738  6.6025398 174.63298 21607.4832   6.5813272 308.9314     657.5704
## 2739  6.8574938 233.21057 22603.6495   6.6270590 368.1058     412.4347
## 2740         NA 176.77219 19486.1911   7.9601329 412.4073     276.5886
## 2741  6.7898208 197.30001 22527.6812   5.1669423 399.9818     422.4820
## 2742  8.5603493 244.79671 14254.6613   7.4539002 315.9711     500.5866
## 2743         NA 113.17596  9943.9298   6.3371379 354.2976     415.3383
## 2744  8.2770582 242.55925 12715.8143   5.1287325 371.3027     561.7612
## 2745         NA 157.78155 13711.7233   6.1339351       NA     289.7467
## 2746  6.9212570 158.29206 31177.1334   6.9789933       NA     531.6574
## 2747  5.6369236 159.13941 27283.7807   6.9187265 328.9073     317.8310
## 2748  6.6075033 231.56580 26420.8096   9.5778203 418.2409     443.3158
## 2749  4.9514135 153.21215 20117.3591   8.9855718 391.0690     418.3302
## 2750  5.9131329 184.39316 40847.7601   7.0418277 331.9600     563.4100
## 2751         NA 232.46873 15873.0344   6.3654688 313.2636     365.6265
## 2752  5.7962369 156.34709 15671.1193   8.4088316       NA     571.6137
## 2753  5.0396731 154.41833 23027.5498   7.7598434 422.7691     490.3328
## 2754  6.1635190 185.79032 37282.5225   8.2408318       NA     411.1836
## 2755  6.3391428 167.41971 16364.1594   8.0959914 312.3941     372.5116
## 2756  7.6106728 193.66187 20511.6208   6.6543318       NA     394.5954
## 2757  5.7820790 200.40479 25366.1207   9.2700662       NA     525.5330
## 2758  6.4515035 179.52893  7990.8915   6.1968765 377.2698     386.5418
## 2759         NA 179.57809 47591.2832   8.0973017       NA     548.8705
## 2760  6.9204487 196.31940 39251.1821   8.4937843 317.3823     487.5044
## 2761  6.5491876 212.92214 19236.0125   7.9601900       NA     424.3980
## 2762  6.3932313 185.83616 17258.1140   7.3299989 330.1321     326.4271
## 2763  6.1002454 160.60823 13886.8097   7.5427753 366.6888     449.9483
## 2764  6.3594313 208.20302 23347.1727   9.0003955       NA     336.5856
## 2765  6.2724750 190.20071 14642.2055   9.7345125 399.0529     448.5683
## 2766         NA 161.25033 23469.2209   8.3928321       NA     448.7880
## 2767  7.4938439 197.33129 26678.3929   7.1984346 269.8923     375.5031
## 2768  7.6352647 205.06763 17796.3746   7.1567379 306.8003     370.5610
## 2769  9.0976174 263.82412 38413.0571   7.6343621 274.9590     437.2635
## 2770  8.0401442 224.86348  6879.7647   8.1369306 418.9550     360.9577
## 2771  7.2969089 149.07950 15931.4292   6.5500963 276.0133     367.9048
## 2772  8.2268080 191.27868 16472.1923   6.8639271       NA     354.9262
## 2773  8.0141831 244.12010 30566.7675   7.7144466 307.9875     309.9304
## 2774  9.2528934 236.09879 12855.3462   5.7849758 276.2863     329.9228
## 2775  7.2881127 216.61247 18979.9817   7.6685104 358.9786     384.6950
## 2776  4.8654443 114.46390 32858.4831   7.4730702 365.3011     533.3032
## 2777  4.7628287 153.29702 22777.5321   6.8417207       NA     522.7362
## 2778  5.1415069 111.99403 11288.6347   5.8417499 389.2257     315.2297
## 2779  4.8863798 159.31797 38633.3052   8.3701793 375.8992     448.0509
## 2780  9.4541194 224.81713 21379.9639   5.4076917 227.6656     431.6130
## 2781  7.0005232 219.44264 26012.1303   6.2808868 395.2413     483.3199
## 2782  8.3239822 262.21859 21292.8288   7.0769440 350.3257     538.7923
## 2783  6.6431587 188.91354 32873.8200   6.7915094 333.8488     336.5615
## 2784         NA 208.20453 17835.3090   8.9303300 351.2150     278.2606
## 2785  6.7586565 190.33728 20666.4532   6.7836602       NA     484.6087
## 2786  8.6288934 186.63771 13688.0743   6.2890361 254.3588     392.7069
## 2787  9.7947178 254.42507 12490.5583   5.9924804 291.1973     576.0461
## 2788  5.3760783 185.54048 36026.4016   9.6499434 343.4866     347.5651
## 2789  5.6033260 207.89719 36873.5580   7.6313458 404.6729     511.4375
## 2790  8.5924177 228.67604 33013.4798   8.1723563       NA     328.5584
## 2791  7.2667815 178.25771 27468.6817   6.0439593 314.3906     400.6250
## 2792  8.0646528 214.81668 27172.8936   6.3691754 253.4812     490.2804
## 2793         NA 222.26872 18406.5942   8.1839883       NA     395.4488
## 2794  6.3364565 185.68000 25927.2654   8.1993185 321.8177     490.9724
## 2795  6.1663482 210.08656 37922.9056   6.7602207       NA     217.3583
## 2796  4.5333991 169.73522 30301.8567   7.0749067 413.1022     385.6561
## 2797  8.9516521 205.89235 15189.3278   3.0160326 283.8677     406.3092
## 2798  7.2107737 163.04728 14230.4191   7.3529406 324.0957     441.5241
## 2799  4.2382825 134.88951 29344.8445   8.1808742 351.2374     402.4272
## 2800  8.2640905 216.55189 23556.9344   5.8306853 333.5005     450.8575
## 2801  7.8933127 220.34832 14444.2896   8.0374000 300.1522     339.0661
## 2802  4.8555878 145.79037 14905.2559   9.8296747 392.6675     459.2880
## 2803  5.2304540 152.09417 24790.7246   6.3087295 388.9981     307.9181
## 2804  7.0172954 170.13245 20169.3443   5.2162801 378.2270     512.7684
## 2805  4.9419722 166.71044 19806.4113   8.0318649 426.1575     352.0391
## 2806  9.6382223 226.47022 30739.6891   6.8494013       NA     278.2514
## 2807  7.3373998 176.75350 18543.4994   7.1270778 278.3612     427.9307
## 2808         NA 241.06693 22656.7146   7.2938228       NA     315.6043
## 2809         NA 181.63015 22665.1385   7.2210679       NA     521.8735
## 2810  8.2575965 208.40417 20109.0263   6.2305818 235.7710     528.0687
## 2811  8.3152676 229.75745 15077.8503   7.0535033       NA     446.9549
## 2812         NA 114.73354 13677.9940   9.9812005 441.8268     524.0004
## 2813  7.1715936 250.22530 22431.0270   7.6976749       NA     462.7670
## 2814  6.9412789 180.81772 15433.1348   7.1401220 325.5159     480.8785
## 2815         NA 256.93638 13766.3308   5.0838659 290.3110     384.9065
## 2816  6.8885476 179.63248 30722.2982   6.5793281 284.8857     393.4932
## 2817  6.8331110 178.65807 31461.1968   7.9428572 302.5354     415.0974
## 2818  8.2479581 195.53954 28327.1673   5.3782860 281.2299     588.6992
## 2819  8.9223798 278.61945 21963.4760   8.1056385 334.0537     385.8748
## 2820  7.3560568 234.78230 31409.0640   7.3955297 283.5096     428.7531
## 2821         NA 168.40952 26148.5379   9.0304399 424.3021     445.3459
## 2822  9.7527032 269.64038 10194.3254   7.9780440 298.0825     580.0035
## 2823  6.8441418 184.39304 41408.1148   6.4599873       NA     398.0468
## 2824  6.9107651 242.09134  7764.4380   8.0458698 440.6355     487.9323
## 2825  8.8018460 205.40783 13121.1719   6.7017666 263.4827     399.2836
## 2826  6.2831036 236.82321 26188.1622   9.3643612 328.5035     470.8216
## 2827  6.3540381 227.23290 16174.4337   7.5674186 411.2853     355.5273
## 2828  5.9287673 192.04842 19240.0582   8.9868627 400.1642     459.2610
## 2829  6.8236420 170.32817 14053.2207   8.1206314       NA     544.0111
## 2830  7.3422312 198.16880 35273.9762   5.2688072 300.4059     448.1517
## 2831  7.1460197 195.92210 22445.1733   6.6520355       NA     484.4430
## 2832  5.0893878 147.99527 39659.8769   8.4248778       NA     498.7009
## 2833  8.5942173 228.16090 29706.2342   5.9244600 257.1487     517.8447
## 2834  8.1494373 220.20373 23978.1077   7.3841261 360.4140     461.8045
## 2835  9.2715785 274.02139 38886.3877   8.0459913 244.0863     504.6168
## 2836  7.0216175 203.20120 12352.8111   6.8457440 380.8041     435.6744
## 2837  7.8333610 249.34005 13394.7316   8.3416698 393.1379     443.6291
## 2838  6.6437344 202.41364 14110.9210   8.7541100 340.9756     291.0847
## 2839  6.7614137 216.53250 32156.8194   8.7230642 343.6011     526.3252
## 2840  7.2434822 196.98238 29772.0192   6.4972008       NA     322.3652
## 2841  7.9906582 211.28634 26951.8627   7.5107757       NA     638.0002
## 2842  7.6125168 225.49279 14812.9706   7.9825952 356.6902     341.0749
## 2843  6.0809929 182.41399 31321.0824   7.6242386 318.7228     498.4541
## 2844  7.8884245 269.57291 15761.8714   8.1734747       NA     490.8951
## 2845  6.6588336 182.38956 16828.8806   7.0712992 355.8969     434.6590
## 2846         NA 208.30383 23495.3075   5.8003400 274.9753     465.3309
## 2847  7.2229976 179.56029 21314.8698   5.8647167       NA     435.5739
## 2848         NA 194.71397 40611.7133   7.4231921 290.3323     517.6269
## 2849  6.4277206 166.85024 12215.4091   7.6967514 376.2826     352.7454
## 2850  5.0233808 136.97688 15040.8415   7.5880213 409.9187     454.8848
## 2851         NA 192.05766 25795.6936   6.1168634 318.9266     509.0628
## 2852  8.1639996 195.21250 27414.8991   5.4124814 231.7242     529.6818
## 2853         NA 202.88243 17505.8527   7.1043658 310.5328     429.2899
## 2854  5.2721565 181.73288 19015.4683   9.0130162 446.7240     390.0120
## 2855  6.9030743 206.92250 17947.9881   7.0480173       NA     601.9852
## 2856  7.4665584 212.81603 16679.6736   5.4362642 366.6013     358.9096
## 2857  7.3976507 260.08338 26730.6353   8.0769954 361.1132     376.4822
## 2858         NA 154.92597 30037.2216   5.7965710 252.0673     311.7500
## 2859         NA 226.31858 18465.2650   6.0263039 358.6972     366.9263
## 2860  5.5395337 200.71168 21021.4183   9.8273090 390.5542     437.3417
## 2861  7.3761611 199.17016 17181.0088   6.6024517 388.0285     357.3729
## 2862  9.3186139 317.33812 24497.8739   7.5974517 357.1672     476.5104
## 2863  6.7019409 168.74541 17176.8790   6.3909660 330.6747     404.9307
## 2864  5.5475763 182.64474 27417.9980   9.5860902 378.5261     596.6505
## 2865  9.0018229 263.51419 15379.9128   6.4736738 355.0064     561.6870
## 2866  9.1307689 266.74496  9929.1948   6.0119642 352.1532     542.8068
## 2867  4.0779205 185.85233  9975.6013  10.7584644       NA     307.8776
## 2868  7.1252111 209.74677 16701.5660   7.4587415 320.5009     404.7046
## 2869 13.5412402 187.60679 13475.9128   6.7560548       NA     411.2645
## 2870  7.1712237 199.16018 13163.0313   5.7625224 351.2781     436.6024
## 2871         NA 176.38665 26003.1633   7.8092512 358.4298     336.1420
## 2872  6.9777441 166.84557 18622.4448   6.6097062 353.3399     333.9686
## 2873  6.3571667 191.13551 14782.8042   6.1544479       NA     527.9326
## 2874         NA 231.30513 15629.7623   7.0180668 297.7489     406.3404
## 2875  8.3394368 175.59674 12629.8530   6.9763135       NA     452.3375
## 2876  6.2769565 178.26391 25590.6802   6.7487025       NA     445.1861
## 2877 10.9474726 146.88304 27671.5226   7.2791372       NA     376.9038
## 2878  9.8717912 114.37145 27912.9083   8.6602688 340.0463     490.4518
## 2879  4.3171874 225.51457 27163.4579   6.8881355 325.9337     446.3413
## 2880  4.2275374 201.44749 13122.3296   6.9325579 374.8435     402.6608
## 2881  4.1400771 253.59984 40626.8478   7.7545326 265.4687     432.5112
## 2882  5.3499973 193.80812 31795.6256   8.2178194 327.2334     431.4760
## 2883  7.5780143 204.73048 19944.5731   6.1926529       NA     517.4831
## 2884  7.7101379 174.35058 31017.2394   8.2122343 269.8598     437.5141
## 2885  8.3307433 198.99580 28919.8118   7.4362137 304.2938     429.2255
## 2886  6.5109723 188.88292 20081.7454   6.5596978 368.9857     367.9346
## 2887         NA 206.03629  8667.7202   6.3299521 353.5294     599.5460
## 2888  6.9343106 228.19448 13901.6447   6.0455029 281.5521     403.2151
## 2889  8.6186538 257.59588 11595.3550   6.3999333       NA     343.7400
## 2890  8.4609640 236.83178 13158.8484   5.4782757       NA     547.9117
## 2891  4.0042483 210.48601 32821.8501   6.8684384       NA     354.4395
## 2892  3.7620976 196.02426 45050.0023   8.7255821 324.1462     493.2265
## 2893  3.7951329 178.43292 27179.4048   6.4810189       NA     365.4917
## 2894  5.6607363 232.74985 16488.0175   6.2629329 294.2103     385.7481
## 2895  9.3961484 224.75396 25825.3870   7.3912993 301.6151     503.7937
## 2896 13.3498886 152.77646 18464.9008   6.7179726 334.8641     450.8464
## 2897         NA 184.68839 20857.9082   6.4629458 322.6806     395.7856
## 2898  7.8179013 221.08971 13742.1460   6.3737374 287.6985     460.5992
## 2899         NA 220.89270  7460.2473   4.9875371       NA     320.3548
## 2900  1.4317816 228.13038 12937.2469   6.2147728 319.7341     495.3799
## 2901  6.9700367 182.88859 32037.6055   7.4127654 376.9519     325.7924
## 2902 10.8518603 166.74195 12887.1938   7.7019317       NA     589.6281
## 2903  6.5880073 244.94322 23898.9745   6.7809361 273.7366     330.9148
## 2904  9.0043522 222.48978 16544.8275   6.1240952       NA     411.1936
## 2905         NA 161.57889 11582.4626   6.7204733       NA     393.8378
## 2906  4.3282825 192.16632 30592.5488   7.4258941 327.3034     543.7160
## 2907  7.4178239 243.30469   320.9426   4.5986699 336.0980     361.1018
## 2908  3.2616698 190.95736 28760.0068   7.9295395       NA     424.2128
## 2909         NA 239.75793 12318.4039   6.4077331 259.1221     481.9799
## 2910  7.9288313 231.25222 17444.8144   6.2917980       NA     389.0057
## 2911  7.9753299 165.71424 17182.4504   7.0021920 383.2667     363.8536
## 2912  9.5041578 195.10924 19946.2647   7.4676849 300.6795     382.4730
## 2913  5.1587226 119.09384 33892.2460   7.5721754 407.4768     325.2026
## 2914  3.9234736 227.70554 24200.3535   7.0008754       NA     292.3902
## 2915         NA 193.46221 13852.5319   7.1457017 358.9566     480.3107
## 2916  5.8497783 229.93669 27435.3066   6.5749576 277.0330     596.4032
## 2917  5.8908704 184.05576 34920.0393   7.4013668 343.7916     281.5445
## 2918  5.9634792 223.03164 24435.6421   6.2212920 305.9470     284.4970
## 2919  6.1067596 211.45449 39430.3078   8.3168974 348.7767     389.5914
## 2920  6.8989325 209.63642 15422.2209   6.8849184 293.5620     396.8112
## 2921  8.0918123 200.97330 26472.6918   6.7256802       NA     432.1899
## 2922  7.6119824 190.66280  9138.0293   5.2242563 329.5807     577.4447
## 2923  8.8869793 180.56397 26062.4472   8.8089634 327.2236     378.6589
## 2924  6.5320973 163.39624  8240.8127   6.6415434 402.8368     601.0330
## 2925  7.8339805 203.16941 11174.2748   6.2465025 394.8908     338.2311
## 2926 11.5631691 174.94286 19359.4288   6.4956193 332.4465     366.3127
## 2927  6.7828685 196.18256 25366.7979   7.2003584 312.4266     435.0946
## 2928  8.2887655 211.45274 11234.0415   6.3855105 360.8433     525.0886
## 2929  0.9755780 221.20411 31145.1107   7.6155834 333.6778     439.1128
## 2930  7.5289804 225.34099  8129.7349   6.3054723 309.2312     379.3393
## 2931  9.7646581 119.16401 38781.4574   9.3346321 380.2306     512.3318
## 2932 10.1916652 211.56690 13630.0473   6.5244763 297.0491     468.3714
## 2933  2.9251743 260.45804 39233.0988   7.6701495 303.4021     403.2437
## 2934         NA 200.66193 29513.8049   7.9663002 347.5414     476.2016
## 2935  6.6577936 205.54318 18844.0370   6.7342281 363.3979     555.8990
## 2936  7.0052301 219.92200 26597.5864   7.3510215 333.5837     379.5988
## 2937         NA 178.08044 35044.3713   7.7600273 357.0828     381.6451
## 2938  6.2278419 183.30905 38976.0352   8.2473329       NA     531.6307
## 2939  6.3927605 216.67554 19323.6773   5.9064055 283.2055     358.1745
## 2940  6.0880225 162.27836 23567.1329   7.6985817 372.8351     387.9706
## 2941  3.9613890 173.02964 24028.4054   8.0056310 391.0023     444.7943
## 2942  4.2751597 229.44311 26098.6380   6.5252027 281.8968     508.7921
## 2943  7.3019035 224.46780 23565.1784   7.5540474 280.1295     487.3333
## 2944 10.8934847 177.73436 25702.5187   7.6598301 312.3993     383.1996
## 2945  6.7980975 198.11638 35883.7801   7.0518136       NA     470.4935
## 2946 11.4967025 195.98949 14158.1573   7.2352240 311.9651     357.5226
## 2947  5.8082386 195.51452 43110.5037   7.3688192 281.9189     325.8314
## 2948         NA 183.52111 20461.2527   7.3332122 333.1195     356.3690
## 2949  5.6793305 182.14527 17909.1156   7.5385921       NA     546.8951
## 2950  7.7833056 196.81595 24789.3547   6.5484975 331.0368     372.7650
## 2951  6.3164705 187.03012 32651.8028   8.1491775 314.2083     463.3412
## 2952  8.6053745 217.04313 22970.9573   7.4099568       NA     264.6995
## 2953         NA 162.97856 26281.2978   8.5236706 369.8627     403.6000
## 2954  7.0575526 177.67431 13129.1498   7.3123524 367.3285     393.7405
## 2955  4.8501042 186.67618 32808.3075   7.4962625 293.7579     392.7005
## 2956         NA 202.61437 31606.3488   6.4645812       NA     380.9747
## 2957  4.5609165 165.77312 22939.1444   7.9882319 352.7935     323.7833
## 2958  9.1308281 209.74304 11643.6635   6.5946823 326.3946     509.6618
## 2959         NA 185.12200 16110.1836   6.4444349 355.5674     386.5086
## 2960  4.2335586 194.97504 22185.7640   7.1168093 377.8469     355.8171
## 2961  5.5710197 189.72823 26138.0976   8.8327620 361.8555     434.0513
## 2962         NA 155.31756 22911.6145   8.3158159 409.5864     424.7797
## 2963  8.5271425 217.39478  3413.0816   5.6700274 337.6311     615.6112
## 2964  4.5708544 194.96795 44260.1912   8.0304517       NA     460.7791
## 2965  8.9037338 194.21628 13319.4957   5.5668958 323.4244     317.3492
## 2966  9.4599305 222.89466 14450.1757   6.7909139 293.7463     433.1450
## 2967  6.0402817 139.77087 20472.8746   6.8109778 357.5933     488.2749
## 2968         NA 171.16665 20412.2839   6.8963180 367.1895     354.2703
## 2969  4.6634922 170.95183 41452.6256   8.7257654 362.4154     378.1490
## 2970  5.7263362 191.75229 35899.2803   8.0666540 378.7746     307.9876
## 2971 10.9331107 162.42492 18846.6349   7.0852608       NA     593.7258
## 2972  4.2815221 188.78358 22330.4668   6.9576762 325.1608     306.6925
## 2973  7.9484884 197.59454 23602.1878   7.0984583       NA     394.7680
## 2974  6.8256470 176.84106 12838.9144   5.7924247 393.7986     447.2891
## 2975  7.2853712 169.14919 17375.9707   9.4046873 394.0924     373.1903
## 2976  5.9849412 180.77656 33244.5556   8.0865170 364.7064     392.9710
## 2977  5.3689883 250.66092 15973.6869   6.4162983 277.1519     334.8200
## 2978  4.0165902 255.61657 28612.2661   7.3405950 290.6907     442.3851
## 2979         NA 254.12539  9959.1350   4.0085841       NA     364.8063
## 2980  7.7190008 196.00752 13939.2940   6.9355507 345.6537     423.2035
## 2981  5.9837313 221.55738 18438.8234   6.6543723 316.7790     443.5439
## 2982  7.7326017 166.98683 18445.7435   7.1728509       NA     453.3856
## 2983  8.8478807 190.70085 11705.0723   6.6633971 380.5925     386.4642
## 2984  7.5618329 170.17516 23254.0096   7.5833268 328.7026     397.5880
## 2985  8.7585601 174.72869 25564.7676   8.0702546       NA     371.9152
## 2986         NA 188.44547 28791.6144   8.0403564 382.0095     422.2349
## 2987  3.8329174 218.72384 23535.0289   6.4754021 352.5059     421.1835
## 2988  3.7301280 230.29946 16892.8957   6.9971716 323.5205     456.9057
## 2989  5.8015713 201.89247 15327.8797   6.8606474 328.9326     281.0850
## 2990  3.6784318 187.49670 23103.4104   7.1451448       NA     350.5405
## 2991  5.1435875 180.38262 32740.5647   7.9888926 328.4374     389.2421
## 2992  6.6282562 198.86574 15911.3575   7.5179059 342.0159     437.9186
## 2993         NA 196.08356 18592.0839   7.2454364 321.8140     552.8790
## 2994  3.1020756 198.48865 45148.8081   7.8216504 324.6441     427.2168
## 2995  4.4975851 193.93651 27768.3829   6.9063478 330.4307     556.0329
## 2996  5.5841244 203.75643 29999.9870   7.2133287 310.6603     366.5581
## 2997         NA 205.06588 16034.4537   7.1360081 397.4697     459.2984
## 2998 10.3312733 166.45978 15824.8227   6.3963645 361.1562     376.1021
## 2999  9.1307959 200.03235 28273.6032   7.4975264       NA     453.8736
## 3000  4.6188508 199.31891 27174.6876   7.2185879 371.0569     312.2814
## 3001  6.9312442 207.58895 24359.4704   7.2220043 313.8197     477.0630
## 3002  5.6021586 264.57352 29860.2758   7.0145283       NA     530.2048
## 3003  7.5205189 228.56261 22160.8197   7.4737985       NA     545.1467
## 3004  5.5824698 172.33158 23512.8380   8.0113162 364.4834     452.0808
## 3005  7.9927496 193.60914 14610.4128   7.2189040 332.4688     468.6030
## 3006  8.2103580 210.22211 22619.2399   7.5679877       NA     361.6144
## 3007  9.9019306 206.74647 13180.6778   5.8788346       NA     426.5348
## 3008         NA 191.25866 14064.8992   7.0369493 361.1550     399.8387
## 3009  9.4058751 149.30830 27180.0572   7.8673095       NA     398.8062
## 3010  9.5878950 195.83711 11351.8619   6.2674757 366.4289     323.7949
## 3011  4.6332025 208.90804 29307.1289   6.1255852 304.0318     456.2148
## 3012  6.9011110 154.47409 21103.3032   7.9287002 376.0011     450.2530
## 3013  7.7955576 136.09068 26484.5153   7.5553205 426.5000     471.4134
## 3014         NA 215.43192 19909.9388   6.9026282 299.0864     371.4829
## 3015  0.0000000 214.84614 49456.5871   7.8975390       NA     583.4488
## 3016  8.3982611 177.34721 18003.2573   7.3909240       NA     498.3654
## 3017  6.2551497 153.64049 24316.1633   8.2115951 367.3445     295.0425
## 3018 11.4968589 186.12530 12253.3034   8.0669799 325.4093     260.5318
## 3019         NA 200.71721 40581.4868   6.7599807 263.8765     283.1720
## 3020  9.3473446 201.63284 13749.5960   7.3337421 322.0447     512.4463
## 3021 11.6211401 203.73037 15102.2374   7.8164150       NA     447.0452
## 3022 10.3376709 163.27623 21820.2959   7.8995209 356.1796     561.2062
## 3023         NA 196.05174 21919.4702   6.7302765 359.7014     401.7313
## 3024  5.2879828 245.02346 27733.7131   7.1350634 238.8440     464.0748
## 3025  7.6175241 179.59619 30308.2312   6.9526169 329.4224     355.4255
## 3026  7.1491246 202.58254 23158.3891   6.0678120 302.0027     301.9842
## 3027  8.6513897 154.54695 15901.2852   6.5109801 419.2163     444.8436
## 3028  5.2900044 174.73842 28697.0048   8.6067898 317.0165     480.6804
## 3029  5.3695842 170.83519 27199.6420   8.0658857 376.0556     401.8330
## 3030  8.7472715 198.71223 30348.2437   7.3244982       NA     333.6393
## 3031  8.0403923 200.63758 12999.1448   6.6963558 356.8700     394.0177
## 3032  8.5504278 206.52257 10453.0873   6.4820093 326.1255     347.8243
## 3033  7.7393257 207.76433 30412.3723   7.8139666 289.4136     273.6971
## 3034  7.1045949 201.62712 18093.9722   8.4741231 361.6292     348.7329
## 3035  6.9882062 144.20954 33357.5159   6.7719445       NA     409.0068
## 3036  7.8697819 184.06617 18608.6563   7.4110347       NA     364.5776
## 3037  8.8596960 194.55648 20231.5176   6.5196585 332.3499     476.2317
## 3038  7.3975440 184.84092 19797.1085   8.4220000 387.1903     428.4148
## 3039  5.1748960 205.51902 12871.5512   7.0995989 365.6844     501.1940
## 3040         NA 184.21824 32328.5383   8.3812315       NA     452.8903
## 3041  5.4709818 191.81305 36435.7935   7.3696495 323.1200     383.8711
## 3042  6.7118146 232.20643 23936.2753   6.6190879       NA     463.5103
## 3043  4.9331061 162.18438 27771.0801   7.7577016 317.9354     493.3041
## 3044  6.2608916 188.06181 33809.2247   8.1413012 341.4980     522.3012
## 3045  7.6935552 224.39304 21856.1452   7.0414403 275.2720     404.8239
## 3046  5.6228071 194.46324 16119.3402   6.9079870 336.6482     408.4591
## 3047  6.1748843 193.02796 23006.2422   8.0983123 340.2534     297.1126
## 3048  5.0394068 194.40417 19336.6081   7.1947650 339.2321     515.8072
## 3049  7.7569392 219.57622 16478.0714   6.9505412       NA     362.7492
## 3050  9.8099964 139.11870 16819.4232   7.7919820 361.0280     438.1792
## 3051  8.4795928 200.76568 14901.8081   7.3795061       NA     485.0932
## 3052  8.8628679 181.66540 17465.0959   7.1317035 356.4819     529.0860
## 3053  6.1557386 166.29292 30284.4949   8.9958960       NA     351.6267
## 3054  7.2872864 219.69512 18085.5028   6.0105688 277.3297     406.5648
## 3055  9.0658942 164.67480 20260.4037   7.5881750 304.5675     408.9013
## 3056  9.3145224 203.34165 23087.2177   6.4370705 297.5668     373.0442
## 3057  9.7599378 182.75080 19945.3683   6.7192566       NA     343.5970
## 3058  7.9854064 200.13470 17583.0803   6.7717288 296.5698     377.5842
## 3059  8.1083508 202.51019 26730.1926   8.3951294 323.9518     368.4550
## 3060  8.2430910 214.53299 29461.0238   8.3151296       NA     514.4900
## 3061 10.2893796 162.78025 18869.2121   6.9064965 344.1876     585.6796
## 3062  3.9890321 216.07614 40175.2061   7.4874228 309.8008     399.0472
## 3063         NA 209.53170 44982.7342   8.8980240       NA     349.3852
## 3064  8.5196390 190.99496 14578.9613   6.6026935       NA     498.5336
## 3065         NA 169.54741 20004.7336   6.4376749       NA     349.8650
## 3066         NA 223.37668 20992.2817   7.7604081 340.3658     332.4880
## 3067  4.4953577 234.19192 14080.8337   6.3406824 296.3142     382.4081
## 3068         NA 193.09126 17777.1001   6.0879491       NA     543.1150
## 3069  5.6205334 226.98784 27852.0974   6.5214708 309.2281     414.0615
## 3070  8.5529937 199.59978 10452.7244   6.5879335       NA     316.2575
## 3071         NA 216.23798 20886.7866   7.3263701 303.4987     269.8175
## 3072 10.2099558 148.37923 18413.0968   7.4079672 390.6190     410.5682
## 3073         NA 205.23363 21829.2731   6.6770571 331.6746     338.5678
## 3074  6.5882080 179.69915 35263.6124   7.4453431       NA     527.4493
## 3075  8.5583888 198.88887  8535.4030   4.7966658 321.4035     453.5712
## 3076  8.4269064 159.69025 19576.5304   7.6643752 344.1451     390.6909
## 3077  7.2075386 174.80517 15796.3997   6.9540413       NA     555.5962
## 3078 10.2276897 225.91912  9546.1292   5.8996764 313.9873     372.5328
## 3079 11.3905431 145.34194 16175.2219   6.6138647       NA     553.4889
## 3080         NA 199.38309  5576.6283   4.9988437 341.0883     388.2493
## 3081  6.5800433 220.57547 27668.4857   6.1980690       NA     474.6277
## 3082 10.8178311 141.48839 23989.9902   7.9620665 389.3929     361.6321
## 3083  5.0936751 251.31378 30245.9570   6.7188297 267.0261     271.6307
## 3084  5.2642838 142.53413 25556.0531   6.6007870 416.2628     443.7592
## 3085  7.9712987 151.03293 29827.7940   7.6621539 405.8299     376.9122
## 3086  8.3503510 239.81600 17177.7888   6.1089474 272.8447     294.8761
## 3087         NA 184.61485 22289.7271   7.1674048 392.4622     409.4910
## 3088  4.0320605 200.06797 14720.5448   6.4826786       NA     519.2134
## 3089  2.1285314 192.69642 24905.2845   7.7577698 383.5199     473.5501
## 3090  9.8420563 217.89677  6785.1453   6.0288982 333.0735     432.3324
## 3091  7.6646281 150.66721 33918.0408   8.7462954 406.4761     436.3356
## 3092         NA 233.99317 27197.3024   7.2974525 301.8488     490.7662
## 3093  7.2603197 194.24774  8127.0713   6.6740318 394.5558     312.3490
## 3094  9.5378786 200.55751 20044.2063   7.0786895 303.9193     335.5548
## 3095  1.9853834 216.48002 23039.3285   6.7692676 344.0143     341.0784
## 3096  7.2489912 184.07103 33123.4430   7.1861733 322.3657     345.3566
## 3097  6.9682090 178.21731 39995.1863   8.9306890 337.0649     393.6770
## 3098  6.1505530 212.81938 15017.7473   5.5444355 319.4950     279.4471
## 3099  6.3007555 179.45279 25668.1990   8.9315308 341.4930     458.8354
## 3100  6.9207996 218.09861 13477.3816   5.6598371       NA     302.4124
## 3101  6.4818903 179.91971 34698.6212   8.5384917 338.0123     504.3972
## 3102         NA 208.93146 16429.9079   5.8732771 310.9856     364.9195
## 3103  7.3095965 193.47260 19343.1495   7.6640606 306.6855     426.5619
## 3104  5.9672742 187.08508 30846.5855   7.2811055 339.0637     323.9627
## 3105  8.6312700 164.37117 14880.6518   7.2782632 350.9516     444.1081
## 3106  9.1726245 165.68755 11319.1062   6.6188528 372.5547     420.4291
## 3107         NA 156.77318 23084.0666   7.2697950 334.9561     378.2539
## 3108  3.3376290 216.25709 42310.8275   8.1306633       NA     352.2641
## 3109 11.4497393 186.65265 12355.3441   7.0655763 321.8315     503.9641
## 3110  6.2836788 205.37662 19905.4365   7.0783446 284.2060     471.9040
## 3111         NA 192.40788 25460.3008   8.2314746       NA     465.8840
## 3112  8.7617684 212.42695 14168.9249   6.3857326       NA     488.5995
## 3113  6.6167307 195.09697 34277.7604   7.6326385       NA     417.4651
## 3114  7.7345692 230.91951 21776.5945   6.9085909       NA     395.1150
## 3115  6.9715772 185.90694 27959.9879   7.2145102 349.7439     414.0674
## 3116  4.7091867 179.14102 22291.4186   6.7742761 407.4180     371.2648
## 3117  5.2300032 176.71402 27971.8918   7.5979806 413.9140     440.3554
## 3118  5.2741854 227.34019 17605.5358   6.3269795 358.5899     489.4346
## 3119  8.4334431 224.85609 12833.4612   6.1794959 327.5333     411.8499
## 3120  6.8478632 234.94220 24456.1749   5.5962405 334.8730     337.5732
## 3121  7.2635451 160.44306 16129.7069   8.0910140 328.4472     478.5151
## 3122  6.7332669 191.30563  6193.3306   7.7397710       NA     424.6668
## 3123         NA 258.44727 25498.3295   4.9221669 341.0396     425.7970
## 3124         NA 232.94324  8729.0962   5.8859922       NA     400.5177
## 3125  7.7776654 233.76158 16780.1161   6.1232975 323.5381     520.2851
## 3126  6.1037313 184.32869 17977.5256   7.2755306       NA     334.9497
## 3127  6.6657742 155.70968 30610.0479   8.1725484 337.1738     425.6920
## 3128         NA 215.94070 10171.7101   6.6222843       NA     378.3175
## 3129  4.9598528 215.85487  9887.8308   6.9542306 379.5047     527.4797
## 3130  6.3979050 249.96924 22057.0518   4.8927167 375.4945     334.2699
## 3131  8.1403445 153.74817 50793.8989   7.8434977 306.2190     423.4559
## 3132  6.8506254 232.93120 15338.0616   6.1426180       NA     438.3473
## 3133  6.7147769 185.90930 34558.4027   6.5548577 360.5082     303.9682
## 3134  4.3371195 207.36191 34355.6184   6.8091532 374.0728     530.0696
## 3135  8.4332908 161.19528 15904.2434   8.4237659 300.1190     479.9959
## 3136  7.2742126 197.66095 27198.4326   7.7978400 304.8500     300.0199
## 3137  6.5791850 186.98687 16700.0349   6.4549248 379.0407     405.2769
## 3138         NA 240.61152 20006.2291   4.9072993 379.7586     327.3056
## 3139  8.6510234 188.71164 13207.8610   6.8346733 335.2448     399.6911
## 3140  8.3576130 163.09825 34989.0471   7.6969427 317.3017     404.4926
## 3141         NA 242.82759 29298.0743   5.8538400 340.3486     463.1152
## 3142  6.6587416 216.56470 25172.5858   6.7855205 330.5176     620.4490
## 3143 10.5037865 125.97519 38605.3315   8.7105525       NA     674.4435
## 3144  6.3323869 186.83803 23073.0640   8.0820039 326.9805     233.9080
## 3145         NA 214.59368 22038.5116   6.1996276 294.2414     332.4725
## 3146  6.7304278 183.91530  9258.7671   8.0051729 345.0720     320.6679
## 3147  8.2977832 183.61412 20316.4267   7.1088094 322.0958     295.6540
## 3148  6.2592675 130.37427  9734.6771  10.2823289 320.3598     399.3507
## 3149  8.0761263 132.67030 10816.2734   9.5132691 314.9705     479.7589
## 3150  5.7310421 223.70497  1351.9070   6.4967226 380.5141     620.3046
## 3151  6.5633566 241.28632 56320.5870   5.3655576       NA     415.8172
## 3152  5.3037643 231.01878  6675.6822   6.1000643 388.8020     465.8305
## 3153  7.6478716 160.77435 29000.5897   7.2174093       NA     438.8010
## 3154         NA 139.16974 33784.8262   9.6405205 275.3320     499.4281
## 3155  7.9514512 185.42172  6108.7957   7.1178586 344.7957     283.8773
## 3156  8.8321423 176.80866 12171.0245   7.4753362 321.2576     395.3873
## 3157  8.2508300 184.38512 21616.6339   7.1667337 305.1774     412.9471
## 3158  5.8605742 240.88714 18321.9923   6.0463855 351.0498     491.8754
## 3159  8.1821033 186.67050 19642.3944   7.7151357       NA     370.3214
## 3160  7.8895793 153.56974 41210.6670   8.4576387 294.2601     354.4827
## 3161  8.7134829 169.57853 23838.8173   8.1626876       NA     478.9830
## 3162  6.1859249 236.03478  1198.9437   6.1400332 374.0954     436.2362
## 3163  9.0797151 222.04263 53735.8992   6.8949154 254.0410     382.8962
## 3164  8.3795127 164.16817 24409.0968   8.1990172       NA     430.2389
## 3165  9.2219556 151.45483 26502.5958   8.0971937 294.1928     541.6014
## 3166  9.3706966 157.71936 15106.3086   7.7628618 316.3920     424.9157
## 3167  7.4875734 149.76874 28837.3304   8.5609745       NA     531.1810
## 3168  6.0283488 225.67487 12145.5446   6.1262700 365.9617     503.1121
## 3169  6.2833186 228.52484 11601.6424   6.3222192       NA     414.7844
## 3170  5.6664461 142.14781 24383.7415   9.9895512 320.2643     511.9540
## 3171  6.9853037 219.58644 16470.9522   6.4455129 339.0540     492.9030
## 3172  7.2733682 175.01508 14206.3573   7.8390666 337.6446     322.4907
## 3173  7.4496597 193.04208 32251.3596   6.0865994 337.1350     572.8061
## 3174  7.6181196 202.71550 44539.7383   5.8162160 338.0701     459.0784
## 3175  6.6981539 198.28627 34675.8628   6.2636016 360.2328     430.9350
## 3176  7.0272969 185.83867 31151.6152   7.6255451 327.2217     398.7050
## 3177  8.6109630 125.15877 32079.7748   9.8449214 264.0528     342.2053
## 3178  7.4235860 180.45387 34451.9842   7.9306510 303.7901     429.8600
## 3179  5.4566809 219.51989 20967.8406   6.8267821 355.0829     312.0198
## 3180  9.6128990  94.90898 16598.5775   9.1430460 311.2962     535.6987
## 3181  8.2469199 119.02822  7747.5773   9.1242252       NA     579.2477
## 3182  6.6411741 191.91690 10220.7124   6.6750806 380.3636     421.4174
## 3183  6.6460673 197.22207 16863.4387   6.7939292       NA     505.2959
## 3184  7.1644783 213.00244 32751.9290   6.2921483       NA     490.9331
## 3185  8.2850715 151.57378 14402.7267   9.0500802 303.0818     322.5218
## 3186  6.1100222 234.80096 16663.5391   5.9845361 348.0552     437.8921
## 3187  8.3166637 110.90360 24814.4858   9.4895657       NA     480.4723
## 3188         NA 184.99370 14875.9565   7.4982101 367.3266     435.6030
## 3189  9.0046806 173.73933 28311.2918   8.4750834       NA     531.5214
## 3190  6.8865126 211.45442 35018.3256   6.0675969       NA     549.9971
## 3191  9.2936216 193.06172 50166.5333   6.3018842       NA     365.4392
## 3192  6.9851922 133.43213 21944.6418   8.5776545 341.2399     536.2772
## 3193  5.0941644 223.16713 22957.6534   6.9774209 350.1013     476.6245
## 3194  6.1500344 188.41306  8406.7232   7.7447136 358.5917     449.3588
## 3195  6.1896993 224.43295 15229.7029   5.8791838 366.5011     649.8058
## 3196  7.4979878 185.81028 30927.3943   7.5793773       NA     476.3871
## 3197  6.9652799 162.69945 24312.0378   9.1297549 307.7592     490.8155
## 3198  5.4121195 272.51469  2835.3032   5.7780103       NA     347.8044
## 3199  7.5030858 186.71333 32000.1789   7.6417765 315.9741     473.5316
## 3200         NA 209.14999 27030.7550   6.0937504 350.0603     407.9106
## 3201  8.5810428 153.70909 19970.4343   7.6616873 312.8851     520.8084
## 3202  5.5300550 207.99822 38918.7781   6.5431345 360.0707     427.6643
## 3203  8.7439585 197.74933 40843.6166   6.3688620 310.6772     326.2533
## 3204  9.0523837 120.02173 22203.4873   9.3683398 285.2335     372.2752
## 3205  8.0772609 125.30272 23931.2828   8.7731619 317.6933     398.3288
## 3206  6.6820974 228.30319  7705.2986   5.9473504 363.5370     254.3923
## 3207  4.7313201 230.93869 15517.3911   6.6147051       NA     384.8067
## 3208  9.2414200 127.91883 39566.7544   8.8608184 281.9956     487.3392
## 3209  5.6283133 192.34074 22856.7429   7.7646926 343.0395     439.0548
## 3210  4.8578026 222.39999 15668.2736   7.9007901 320.3945     417.8041
## 3211  8.4304717 195.71729 35254.0260   6.7035386 314.7278     282.5999
## 3212  6.8176084 219.33743 27548.6142   6.2981213 340.9376     530.7100
## 3213  5.9137553 175.32606 12044.6247   8.3687855 347.8804     380.9672
## 3214         NA 257.23543 28149.0527   5.9945560 336.0624     551.8501
## 3215  5.5002766 263.68316 19911.2249   4.7553122 366.9427     435.8657
## 3216  5.6086232 271.88222 43680.2225   4.1573353 366.8665     450.8961
## 3217  5.6092354 216.12267 14825.9345   7.0017881 355.2117     330.0927
## 3218         NA  98.36791 28415.5758  10.5589500 296.8432     505.2403
## 3219  5.8598221 287.97554  3640.7343   4.0726263 391.6974     447.1219
## 3220  6.4177160 209.70243 31974.4816   7.2634253 321.3821     289.4501
## 3221  6.1705261 193.33552 16206.2197   7.1239665       NA     528.0961
## 3222  4.0340634 303.70263 33219.0745   4.4255593       NA     494.3209
## 3223  4.9794688 240.81347 24167.8429   5.5938304       NA     398.0290
## 3224  8.0974538 218.99244 18112.2844   6.1969474       NA     376.5698
## 3225         NA 198.21870 31081.7353   7.4191064       NA     517.9259
## 3226  8.4687411 132.45648 21038.4426   8.0013778 345.0007     360.5756
## 3227  7.8708534 210.62782 51731.8206   6.1909634       NA     533.2913
## 3228  7.6795951 200.07293 32000.8439   7.6337252 290.7403     583.6084
## 3229  7.2265927 207.83223 22097.4132   5.8627173 354.7084     353.6540
## 3230         NA 203.20466 10643.1868   6.8289364       NA     384.5977
## 3231  8.6591130 114.80758 23514.6366   8.7353153 333.0272     318.6407
## 3232         NA 225.75411 28194.4526   5.8928300 366.2016     418.2729
## 3233  6.3601958 198.91145 13742.1395   7.4414865 338.4096     423.6256
## 3234 10.4856036 136.57738 32872.3806   8.3994353 276.9218     416.1885
## 3235  6.6034165 190.83731 19468.7901   6.3756320 380.7319     456.3155
## 3236  5.7133229 196.24571 11356.5805   8.0278194 347.5876     300.1251
## 3237  4.7674725 256.44992 48007.8681   5.7731799       NA     590.4296
## 3238  9.6098344 227.36695 22690.0459   5.3854399 314.3175     394.7316
## 3239  9.1864534 169.11981 27055.6963   7.4424797       NA     498.6353
## 3240  9.9606899 169.92525 15835.1228   7.1439067 301.7773     388.8972
## 3241  6.1023068 205.99904 23406.8592   8.0618635       NA     380.3050
## 3242  6.7926551 241.72445  9094.3133   6.4358092 338.5212     361.1075
## 3243  5.9105397 241.14075 25721.8339   4.8067590 385.8875     462.6125
## 3244  6.1258103 241.44353  8810.8958   5.7403212 369.0227     367.9679
## 3245  5.8361045 277.06571 17711.4878   3.4581917 400.1676     456.7329
## 3246         NA 188.53661 24711.4149   7.1295203       NA     555.5485
## 3247 10.6673639 173.38195 28912.2022   7.0712945 276.6344     286.0634
## 3248  8.6283011 185.92672 31548.0065   7.0794623       NA     342.3557
## 3249  6.2601113 211.59411 18577.6240   7.1548907 340.7926     357.0984
## 3250 10.8081569 198.59675 29614.3488   5.7824177 304.6221     383.2694
## 3251  7.3719142 148.19370 42059.3804   7.9667104 324.5463     544.8484
## 3252  4.8255915 234.78390 11142.3926   6.4427693 370.4168     370.1889
## 3253  4.8688271 258.67896 13400.3855   4.8809103       NA     328.7645
## 3254  7.3954508 190.47789 22561.5083   8.3101950 294.0304     413.9103
## 3255  8.8621127 131.63518 17433.6019   7.6395729 340.1332     399.4628
## 3256  6.0089736 225.08023  5100.0942   7.4522362 336.1190     325.1345
## 3257  7.6072239 160.56525 39184.8467   7.8264110 312.0561     503.1581
## 3258  6.6833677 272.11170 18989.3168   5.3362020 336.5551     307.7250
## 3259  6.6384114 180.82667  9772.5048   8.2959831       NA     401.1111
## 3260  9.2713554 181.25962 16540.9790   7.0224992 309.2389     487.6928
## 3261         NA 134.73686  9000.0256   9.0262927       NA     428.2140
## 3262  3.6299221 244.18739 24856.6332   6.6180711 366.9679     442.0763
## 3263  8.3781080 198.51121 28474.2026   6.4770568 319.4772     499.8670
## 3264  6.9236360 260.59315 24792.5256   5.5011640 332.2322     607.7736
## 3265  5.8931034 239.26948 20526.6662   6.3495609 341.2564     403.6176
## 3266  8.1973534 203.10509 27701.7941   6.4729143 328.8868     444.6127
## 3267  8.3729103 169.08705 14622.7455   7.5479840       NA     464.5256
## 3268  8.9899001 215.04736 15921.4120   6.2973115 312.9310     390.4102
## 3269  6.7025466 207.32109 17246.9203   7.7081170 304.5102     329.2660
## 3270 11.4910109  94.81255 37188.8260   9.2631662 258.9306     439.8936
## 3271  6.0696158 186.65904 26138.7802   7.7475475 345.7003     415.8870
## 3272  4.6681017 193.68174 47580.9916   7.1666389 359.9486     526.4242
## 3273  7.8088560 193.55321 17329.8022   8.0613620       NA     392.4496
## 3274  9.4195103 175.76265 33155.5782   7.3502332       NA     432.0448
## 3275  5.1267629 230.60376 11983.8694   6.3033565       NA     402.8831
## 3276  7.8746714 195.10230 17404.1771   7.5093059       NA     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         18.436524      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
## 10        17.927806       71.976601  4.370562          0
## 11        15.586810       78.740016  3.662292          0
## 12        14.525746       76.485911  4.011718          0
## 13        15.929536       79.500778  3.445756          0
## 14        19.370807       76.509996  4.413974          0
## 15        13.228311       70.300213  4.777382          0
## 16        11.539781       75.071617  4.376348          0
## 17        20.397022       56.651604  4.268429          0
## 18        13.387341       71.457362  4.503661          0
## 19        12.888759       63.821237  2.436086          0
## 20        12.509164       62.797277  2.560299          0
## 21        16.331693       45.382815  4.133423          0
## 22        17.884235       77.042318  3.749701          0
## 23        14.189062       59.855476  5.459251          0
## 24        16.609033       90.181676  4.528523          0
## 25        11.256381       56.931906  4.824786          0
## 26        14.900000       79.847843  5.200885          0
## 27        13.805902       30.284597  4.184397          0
## 28        12.729525       49.536849  4.004871          0
## 29        10.348951       53.008381  3.991564          0
## 30        16.568656       52.676185  6.038185          0
## 31         7.922598       71.537953  5.088860          0
## 32        16.899038       47.081971  2.857472          0
## 33        12.890709       65.733478  5.057311          0
## 34        10.244815       44.489297  3.160624          0
## 35        12.166937       86.080727  5.029167          0
## 36        10.966486       49.238231  3.902089          0
## 37         9.034067       73.594657  3.464353          0
## 38        12.265002       81.588992  2.896547          0
## 39        22.469892       53.124094  2.907564          0
## 40        16.471969       30.383315  4.324005          0
## 41        18.338893       42.677465  3.510004          0
## 42        10.180514       59.572714  4.434820          0
## 43        11.093163       66.138045  5.182591          0
## 44        23.917601       71.833624  4.690707          0
## 45        18.668229       66.912400  4.542801          0
## 46        16.140790       77.536184  4.137739          0
## 47        13.285334       87.390889  3.195710          0
## 48        10.090870       78.472784  3.999775          0
## 49        18.599410       72.403634  4.405586          0
## 50        13.768323       47.930872  3.626135          0
## 51        16.182066       75.729434  3.048057          0
## 52         9.611349       66.084174  2.447444          0
## 53        10.942024       71.727414  3.742090          0
## 54        18.275312       47.634885  3.794532          0
## 55        16.482835       34.252049  3.964686          0
## 56        15.934484       66.621027  4.781188          0
## 57         6.016337       39.091171  3.940605          0
## 58         8.236558       99.427385  4.460684          0
## 59        12.823861       71.717005  4.405386          0
## 60        16.622255       59.622057  4.089908          0
## 61         9.654126       63.743064  3.902880          0
## 62        13.758105       17.915723  3.923749          0
## 63        16.927092              NA  3.855602          0
## 64        12.380771       48.440725  4.477960          0
## 65        11.119659       78.275050  4.068689          0
## 66        14.933013       63.873820  5.215689          0
## 67        13.353181       76.521800  5.106656          0
## 68        11.351133       67.869964  4.620793          0
## 69        16.045148       49.898406  3.439740          0
## 70        17.287713       50.993006  3.636364          0
## 71         9.799625       90.035374  3.884891          0
## 72         9.001820       48.147031  4.157533          0
## 73        14.083608       57.897075  5.325833          0
## 74        18.704409       69.907902  3.873470          0
## 75        15.771834       49.352001  4.655917          0
## 76        13.934788       90.523330  5.022784          0
## 77         9.712232       79.850929  3.762615          0
## 78        14.567269       50.577979  3.662838          0
## 79        16.245504       57.729724  2.293431          0
## 80         8.992754       69.509220  3.508373          0
## 81        15.611859       54.299444  5.013463          0
## 82        18.099078              NA  3.758996          0
## 83        11.532144       81.106938  3.772421          0
## 84        12.256790       82.469798  2.994671          0
## 85         9.833875       95.026609  4.191218          0
## 86         7.507662       70.547387  3.612520          0
## 87        13.863965       64.812257  4.916579          0
## 88        15.966043       59.292273  3.385508          0
## 89         9.347634       67.919789  5.002467          0
## 90        13.553751       42.381484  2.555027          0
## 91        11.870981       69.109836  4.383922          0
## 92         9.226619       55.294283  3.355165          0
## 93        19.270054       93.138009  3.172790          0
## 94        16.145732       59.124451  2.019042          0
## 95         9.387781       55.958006  3.651866          0
## 96        15.836330       41.263648  5.359460          0
## 97        10.661799       90.297770  4.764508          0
## 98        14.860263       88.287346  5.066786          0
## 99        13.643147       63.733732  3.710053          0
## 100       10.214275       62.430926  3.108770          0
## 101       13.478526       54.474840  3.763906          0
## 102       18.145374       73.715522  4.880875          0
## 103       21.845916       52.372201  5.083014          0
## 104       17.695114      103.150463  3.995974          0
## 105       13.170763       49.523770  4.765205          0
## 106       17.084246       62.421637  3.875557          0
## 107       11.623019       69.615850  3.398593          0
## 108        7.935468       78.108550  5.525726          0
## 109       14.636882       73.424632  3.977362          0
## 110       17.209565       48.783112  3.962478          0
## 111       14.171763              NA  5.239982          0
## 112        6.063462       63.128044  4.238589          0
## 113       17.485844       60.483885  3.724837          0
## 114       18.208340       82.387874  2.798601          0
## 115       16.826619       74.086080  3.902353          0
## 116       13.445225       67.055558  5.629016          0
## 117       17.149907       82.025116  4.597166          0
## 118       16.131124       61.111146  3.425763          0
## 119       13.365906              NA  3.149158          0
## 120       14.666917              NA  6.204846          0
## 121       18.403846       81.193412  3.827650          0
## 122       18.601381       49.561969  4.664350          0
## 123        9.578585       72.376909  4.197595          0
## 124       16.237746       57.037780  2.880785          0
## 125       16.266297       73.149464  3.772887          0
## 126        6.580402       59.576040  3.285077          0
## 127       13.221034       84.198607  5.052737          0
## 128       11.542662       67.720704  4.412590          0
## 129       15.035047      110.739299  3.809842          0
## 130       16.535186       46.205748  3.548776          0
## 131       15.264742       64.203964  3.812953          0
## 132       18.312499       63.193306  3.244948          0
## 133       18.380712       55.507468  2.612249          0
## 134       11.728338       23.817020  3.552129          0
## 135       20.098413       41.865960  4.201581          0
## 136       19.370091       60.939481  4.508705          0
## 137       12.309016       69.038454  3.467337          0
## 138       15.936262       81.390758  3.362537          0
## 139       14.139066       63.548993  3.762720          0
## 140       16.142284       66.231436  4.289395          0
## 141       20.184051       54.961285  3.568992          0
## 142       11.318807              NA  3.679795          0
## 143       12.606382       58.752201  3.027450          0
## 144       15.993410       86.167298  4.157657          0
## 145       18.035238       53.908177  3.421767          0
## 146       14.687539       60.485033  3.549299          0
## 147       17.322946       71.969261  4.417560          0
## 148       15.047087       52.645459  4.636556          0
## 149       16.670184       89.997574  4.920091          0
## 150       15.140348       98.656646  3.203258          0
## 151       10.539392      100.242706  2.927067          0
## 152       11.704789       85.688303  4.688959          0
## 153        9.847655       73.749716  4.575932          0
## 154       12.401368       62.028187  4.418638          0
## 155        8.663294       67.304040  3.692251          0
## 156        9.614106       61.122644  2.124759          0
## 157       14.903080       67.125168  4.444350          0
## 158       11.876797       61.886636  3.463173          0
## 159       13.801712              NA  3.771944          0
## 160       14.399860       36.578038  3.720637          0
## 161       16.624654       64.949008  3.777737          0
## 162       10.859287       75.857068  4.601861          0
## 163       14.274092       62.718199  4.334616          0
## 164       16.435843       50.693927  4.633824          0
## 165       14.079228       62.765530  2.678911          0
## 166       16.761625       68.937227  3.696120          0
## 167       13.516078       40.514172  4.353239          0
## 168       17.665083       68.664923  5.263102          0
## 169       12.337776       70.580607  4.102529          0
## 170       11.943477       90.619354  2.905788          0
## 171       16.065668       79.954511  3.954715          0
## 172        9.745282       77.529945  3.310859          0
## 173       14.442238       72.696240  3.706602          0
## 174       16.698216       81.427174  4.219968          0
## 175       15.526658       85.009506  4.588785          0
## 176       17.299294       63.042501  4.384565          0
## 177       13.486379       62.650236  3.556297          0
## 178       12.804588       48.651890  3.665522          0
## 179       11.482687       65.304414  3.823595          0
## 180        9.300117       79.553612  4.615886          0
## 181       15.054313       56.839602  3.659485          0
## 182       12.321232       52.437617  4.850434          0
## 183       12.293803       55.310019  2.880722          0
## 184       18.545903       62.001571  5.220540          0
## 185       12.034042       67.907258  4.032260          0
## 186       15.625617              NA  2.768239          0
## 187       11.385937       80.670311  3.686001          0
## 188       16.912142       72.465763  3.670431          0
## 189       13.795264       87.822585  5.198986          0
## 190       19.409147       85.785103  4.194313          0
## 191        9.039042       76.288076  4.172935          0
## 192       16.575981       51.830948  3.377338          0
## 193       16.024246       64.678914  4.408513          0
## 194       13.076859       82.837583  4.205810          0
## 195       20.393782       38.604937  2.718398          0
## 196       17.745996       71.704305  2.951645          0
## 197       19.188441       70.070514  3.355490          0
## 198       13.281556       76.992716  4.726845          0
## 199       13.974800       87.273375  2.095914          0
## 200       18.575921       86.433655  4.460201          0
## 201       13.325987       39.554249  5.428674          0
## 202        8.816487              NA  4.600928          0
## 203       12.987106       87.029410  3.629749          0
## 204       13.246140       58.927726  3.377132          0
## 205       11.768309       25.525267  4.153347          0
## 206       15.365884       83.923168  3.681324          0
## 207       16.420041       63.016018  4.236947          0
## 208       13.749261       56.635811  3.700854          0
## 209       18.858519       65.363452  4.182278          0
## 210       12.696545       97.112860  4.592074          0
## 211       14.838100       77.822737  4.689315          0
## 212        9.500296       86.990134  3.659975          0
## 213       15.013030       61.115513  4.165724          0
## 214       10.740146       49.574308  3.462764          0
## 215       13.306692       35.824556  2.758659          0
## 216       12.207108       71.119890  3.873853          0
## 217       12.993012       63.902288  3.416540          0
## 218       17.916526       84.578869  5.303581          0
## 219       14.529779       60.559699  3.450746          0
## 220       14.683970       52.578860  4.006992          0
## 221       13.932145       53.185917  4.358298          0
## 222       14.038263       74.299250  3.539771          0
## 223       18.756139       63.042779  2.148612          0
## 224       13.550367       59.462669  4.703803          0
## 225       15.689404       55.697400  4.904837          0
## 226       18.272418       61.425187  4.352193          0
## 227       13.579996       86.191635  4.754072          0
## 228       23.399516       94.160307  3.887681          0
## 229       15.831763       61.802095  3.778607          0
## 230       11.504506       92.975762  3.313199          0
## 231       20.232523              NA  3.095233          0
## 232       17.729724       56.347689  3.268325          0
## 233       16.082847       65.995717  4.766943          0
## 234       15.914500       65.021229  2.915166          0
## 235       17.470631       75.101801  3.316158          0
## 236       10.999416       47.402666  5.190852          0
## 237       16.022503       64.872703  4.656377          0
## 238        9.348252       83.163242  3.724090          0
## 239       17.115276       65.311277  3.727664          0
## 240       16.584571       66.728402  3.917587          0
## 241       11.286410       99.016003  4.034349          0
## 242       16.800400       68.485480  4.033774          0
## 243       14.215765       66.077978  4.411117          0
## 244       16.340715       32.108292  3.097278          0
## 245       10.546886       74.502808  4.501457          0
## 246       10.213779       18.400012  3.605154          0
## 247        9.182834       93.900486  3.437450          0
## 248       10.847737              NA  3.700946          0
## 249       15.129334       79.261026  4.201663          0
## 250       13.888834       79.302436  5.162730          0
## 251        8.606397       77.577460  3.875165          1
## 252       14.770863       73.778026  3.985251          1
## 253       12.924107       50.861913  2.747313          1
## 254       11.432466       73.777275  3.854940          1
## 255       14.533510       74.405616  3.939896          1
## 256       10.464239       85.852769  2.437296          1
## 257       18.709273       60.911420  4.052136          1
## 258       11.366863       66.623944  5.217895          1
## 259       14.168934       59.454440  2.764634          1
## 260       13.147279       62.505642  3.535596          1
## 261       15.571571       70.560275  3.404633          1
## 262       15.517296       77.693374  4.375224          1
## 263       16.563167       79.323678  3.611860          1
## 264       12.083896              NA  4.106924          1
## 265       11.766146       73.191921  4.437696          1
## 266       14.828743       83.856336  3.368757          1
## 267       17.780000       83.505406  3.859801          1
## 268       11.368702       43.195182  1.943319          1
## 269       12.994140       56.409708  4.726702          1
## 270       17.854470       83.175189  3.652134          1
## 271       17.285042       59.556330  5.328713          1
## 272       17.411683       56.799287  5.062298          1
## 273        9.983462       66.668576  4.612964          1
## 274       16.164091       71.146661  3.762741          1
## 275       13.507688       42.340170  3.772919          1
## 276       10.504820       55.084668  4.427138          1
## 277       18.959534       30.389096  3.485577          1
## 278       12.247344       67.154751  5.091357          1
## 279       12.716350       52.246972  4.661799          1
## 280       16.460837       73.516654  4.104863          1
## 281       11.853228       78.711469  2.945419          1
## 282       13.747058       61.058210  4.976055          1
## 283       19.937486              NA  4.563183          1
## 284       17.975564       77.359854  4.201849          1
## 285       16.117110      107.754043  4.698008          1
## 286       12.990592       60.109968  3.734001          1
## 287       17.895724       77.457885  3.833160          1
## 288       16.963310       36.767671  4.746382          1
## 289       14.369630       78.173063  4.687986          1
## 290       13.633974       65.604841  4.182057          1
## 291       10.806313       83.702236  3.258859          1
## 292       17.010785       58.241734  4.288947          1
## 293       12.614669       66.612984  3.424702          1
## 294       14.560136       76.457816  3.466645          1
## 295       15.030315       63.125617  4.927218          1
## 296       12.777014      106.037222  3.260907          1
## 297       16.406156       69.157609  3.418611          1
## 298       16.691471       84.107738  4.109590          1
## 299        6.374070      103.373005  4.506540          1
## 300        9.751086       72.734423  3.682920          1
## 301       11.590025       72.508523  4.081701          1
## 302       13.376149       92.176170  5.133478          1
## 303       14.254641       54.436702  3.633214          1
## 304        8.630091       72.923289  3.807920          1
## 305       11.949914       69.314880  4.155583          1
## 306       18.015385       87.163631  4.184783          1
## 307       10.490589       89.686196  4.978820          1
## 308       11.119274       65.229551  5.412091          1
## 309       19.600429       55.401113  5.163088          1
## 310       13.195341       75.233221  3.807563          1
## 311       14.705014       52.164236  4.124781          1
## 312       17.052713       89.623551  4.168526          1
## 313       19.762576       86.698457  3.497577          1
## 314       15.306079       59.605812  5.507421          1
## 315       16.293614       81.690104  4.466913          1
## 316       10.650935       40.992809  4.471842          1
## 317       17.186766       72.568376  3.532958          1
## 318       14.326889       53.121260  3.309580          1
## 319       14.389609       46.463982  2.346578          1
## 320       10.899926       54.580736  4.888061          1
## 321        8.942072       67.587346  5.922582          1
## 322       18.440790       60.145842  3.982867          1
## 323       18.272439       85.177662  4.107267          1
## 324       15.640053       51.150344  2.285988          1
## 325       10.385172       64.662501  4.589984          1
## 326       19.396329       72.075586  2.664833          1
## 327       17.985957       55.694893  3.314630          1
## 328       14.347676       50.642447  5.145153          1
## 329       13.127694       72.089001  3.990438          1
## 330       14.252684       64.291292  4.268227          1
## 331        6.748092        8.175876  4.063170          1
## 332       16.900148       61.349832  4.135745          1
## 333       12.818730       79.779911  4.173330          1
## 334        5.315287       76.024491  4.971907          1
## 335       13.653960       77.917720  2.969136          1
## 336       11.887161       69.273979  3.736228          1
## 337       13.565387       83.274895  3.870157          1
## 338       19.056985       72.689354  5.260015          1
## 339       13.496404       60.045867  4.178479          1
## 340       13.336770       80.243237  3.630537          1
## 341       12.254081       69.772210  4.396605          1
## 342       11.346302       68.843866  3.779554          1
## 343       13.138353       89.801011  3.660923          1
## 344       12.736044       39.927521  3.205129          1
## 345       22.517870       81.626232  4.422269          1
## 346       12.904221       48.481477  4.197919          1
## 347       11.293187       70.665540  4.163329          1
## 348       10.160303       71.099999  3.965994          1
## 349       12.287824       52.028741  3.776041          1
## 350       11.417019       46.213198  3.756392          1
## 351       12.182639      112.622733  4.525237          1
## 352       12.070444       77.671337  4.014682          1
## 353       12.397704       63.359144  4.168541          1
## 354        9.142523       42.753215  3.634845          1
## 355       14.235154       42.080353  3.663252          1
## 356       13.866487       96.818113  3.731937          1
## 357       15.254021      107.189584  4.165432          1
## 358       16.389384              NA  2.511810          1
## 359        8.073421       77.388138  3.937188          1
## 360       17.120962       56.711024  4.262065          1
## 361       13.451089              NA  3.642778          1
## 362       12.439740       29.468428  3.395866          1
## 363        9.551732       68.410851  4.545341          1
## 364       18.210032       62.511467  3.020996          1
## 365       17.274663       61.245788  3.153809          1
## 366       11.784799       89.010974  2.896852          1
## 367       16.542921       87.814800  3.045049          1
## 368       13.570223       93.166465  4.497529          1
## 369       14.782290       93.914702  2.729105          1
## 370       14.182396       39.802907  4.105495          1
## 371       15.019241       35.178662  5.050683          1
## 372       11.539987       48.173359  4.177139          1
## 373       18.196931       93.594246  2.653127          1
## 374       22.504679       62.007044  3.480641          1
## 375       20.296274       20.337753  3.827921          1
## 376       17.741228       65.116976  4.840562          1
## 377       11.856914       82.445503  3.179885          1
## 378       14.844955       26.505484  4.728124          1
## 379       11.251778       88.657477  3.103090          1
## 380       12.538681       50.852470  3.486646          1
## 381       11.312294       67.916183  4.564188          1
## 382       15.088700       74.075926  4.404040          1
## 383        8.006208       59.964334  6.494249          1
## 384       14.857981              NA  4.897373          1
## 385       12.322604       68.505852  2.568080          1
## 386       18.464015       49.371319  3.672976          1
## 387        9.085279       75.439633  3.601735          1
## 388       19.585497              NA  3.451740          1
## 389       17.416903       84.024786  3.622196          1
## 390       16.629384              NA  3.774256          1
## 391       10.247232       82.721912  2.318152          1
## 392       15.639455       37.389452  3.215219          1
## 393       15.989419       61.156575  2.227728          1
## 394       10.520161       57.244111  4.333636          1
## 395       16.516232       67.250473  3.802116          1
## 396       12.854239       66.814176  4.025762          1
## 397       15.197015       62.822850  5.652222          1
## 398       13.539410       38.346738  3.603326          1
## 399       15.370098       85.920350  4.003819          1
## 400        7.496410       67.624767  4.043335          1
## 401        5.567693       68.441865  4.213405          1
## 402       17.358071              NA  3.519884          1
## 403       15.284268       60.822135  3.896090          1
## 404       14.896092       66.674658  5.661104          1
## 405       20.696198       59.972929  4.388551          1
## 406       14.471650       74.043860  4.120931          1
## 407       17.769641       78.817436  3.156331          1
## 408       15.067042       72.756812  3.218709          1
## 409       16.924419       33.051888  4.498685          1
## 410       12.079207       58.363507  4.366031          1
## 411       13.420126       56.974850  4.407566          0
## 412       18.684215       67.712460  5.110414          0
## 413       20.160734       53.007723  4.823082          0
## 414        9.657360       53.508523  3.323070          0
## 415       10.339986       57.820611  5.235111          0
## 416       16.519722       61.077383  3.663922          0
## 417       15.963540       73.022605  4.012518          0
## 418       11.360427       85.829113  4.051733          0
## 419       12.178940              NA  4.364067          0
## 420       12.001547       63.427979  3.902838          0
## 421       23.373265       51.797100  2.637365          0
## 422       18.263688       90.908081  4.527364          0
## 423       13.433506       67.401384  2.722908          0
## 424       11.265127       67.272207  4.069359          0
## 425       15.895048       33.370713  4.825792          0
## 426       14.375368       73.756957  3.145843          0
## 427       10.780501       89.005492  5.454488          0
## 428       19.626022       66.816581  4.218831          0
## 429       11.291788       81.989156  4.496627          0
## 430       13.675480       70.434962  3.446728          0
## 431       15.371550       75.445589  3.600906          0
## 432       14.033553       60.571081  3.832597          0
## 433       16.115432       43.142016  5.048834          0
## 434       14.482213       55.628499  2.977360          0
## 435       13.142493       83.279658  3.476213          0
## 436       10.658878       62.083589  5.142471          0
## 437       15.967490       54.930317  4.144999          0
## 438       13.204394       62.297699  2.850184          0
## 439       16.501578              NA  4.315898          0
## 440       14.154110       65.234629  5.120888          0
## 441       19.890025       54.373956  5.144114          0
## 442        7.091298       83.690156  3.361088          0
## 443       12.490509       49.852965  4.689843          0
## 444        8.811986       72.799798  3.422471          0
## 445       14.897563       50.920436  3.031364          0
## 446       16.788306       58.961220  4.410697          0
## 447       14.562161       66.701621  4.956358          0
## 448       16.128976       77.796530  4.567088          0
## 449       14.852225       39.529387  3.611057          0
## 450        9.633631       41.951940  3.696640          0
## 451       11.078341       42.172824  4.093098          0
## 452       12.263492       76.334247  3.159949          0
## 453       15.396455       88.298465  3.993410          0
## 454       14.171010       64.136528  4.063614          0
## 455       14.692902       78.708937  2.544734          0
## 456       19.923704       87.066131  3.357439          0
## 457       10.639743       74.557241  4.181051          0
## 458       14.213794       82.945817  3.782972          0
## 459       13.963421       42.388661  2.283475          0
## 460       17.929395       33.641539  4.192932          0
## 461       12.065317       83.329918  3.878447          0
## 462       16.221044       90.184208  3.354322          0
## 463       21.278095              NA  2.752134          0
## 464       13.205425       60.291342  2.856175          0
## 465        8.138227       46.087260  2.956748          0
## 466       11.788777       65.944566  3.946990          0
## 467       15.830565       49.067977  4.531594          0
## 468       11.821736       58.222293  4.482460          0
## 469       16.346838       46.696941  4.649382          0
## 470       12.812732       72.281920  3.407349          0
## 471       12.936304       59.833619  4.702311          0
## 472       11.986402       50.322830  5.206480          0
## 473       16.477840       68.000508  3.374327          0
## 474       12.905189       67.648556  3.940000          0
## 475       12.275713       38.756798  5.128347          0
## 476       22.846529       35.243678  4.105178          0
## 477       17.740944       37.713878  4.939109          0
## 478       15.000260              NA  2.339573          0
## 479       15.744353       73.187475  4.671558          0
## 480       13.370950       84.584250  4.382162          0
## 481       12.879341       74.134788  4.795026          0
## 482       18.006703       59.972160  4.587087          0
## 483       10.638798       63.157489  3.861956          0
## 484       14.979348       73.425428  3.096163          0
## 485       19.116022       60.264767  3.841222          0
## 486       17.472788       66.542198  4.543686          0
## 487       17.853054       74.586511  4.978575          0
## 488       17.973277       84.696366  4.978556          0
## 489       11.856089       66.048413  4.604405          0
## 490       15.196045       31.941831  3.268694          0
## 491       11.965107       62.520333  2.840911          0
## 492       11.899398       68.141446  2.355934          0
## 493       19.334232       86.677328  6.739000          0
## 494       12.725428       65.550704  5.265729          0
## 495        7.477315       60.238478  4.514982          0
## 496        9.237118       38.103917  5.458610          0
## 497        8.828689       60.206381  4.247240          0
## 498       12.560446       51.643780  3.242850          0
## 499       11.974270       60.736723  6.032995          0
## 500       14.557068       57.734652  3.888235          0
## 501       15.514033       73.789683  4.881101          0
## 502       14.526151       80.423715  4.143225          0
## 503       19.370234       67.286208  4.267190          0
## 504       11.894673       87.297686  2.950361          0
## 505       17.348802       64.210905  3.662563          0
## 506       17.052540       44.299534  4.117488          0
## 507       15.712139       48.497826  4.328026          0
## 508       16.488156       57.022783  3.774601          0
## 509       16.785215      105.272456  4.604633          0
## 510       11.809444       45.501362  4.106543          0
## 511       11.927999       46.540368  5.068556          0
## 512        7.654956       64.021523  4.237644          0
## 513       16.697408       74.782434  2.907387          0
## 514       10.878096       62.037143  2.877063          0
## 515       14.380725       49.428252  4.644212          0
## 516       22.686837       73.751883  3.403136          0
## 517       21.940190       58.851736  4.091206          0
## 518        8.404570       68.300590  3.912148          0
## 519       15.913761       23.792950  4.286479          0
## 520       12.853405       69.335057  3.932804          0
## 521       12.612966       68.642545  4.613579          0
## 522       13.891519       63.751855  5.989543          0
## 523       12.042914       52.512261  4.240821          0
## 524       15.926921       77.951262  3.815469          0
## 525       15.598965       54.421879  4.296480          0
## 526       12.580162       44.380210  5.371284          0
## 527       18.661403       54.150450  3.290372          0
## 528       18.328401       66.688384  4.225121          0
## 529       10.566452       64.025333  4.686020          0
## 530       14.338840       64.334637  3.879054          0
## 531       13.191720       81.551114  4.694311          0
## 532       11.587378      120.030077  4.600886          0
## 533       13.938686       60.613795  4.807496          0
## 534       15.496325       48.686584  3.577675          0
## 535       16.569391       70.699066  3.665206          0
## 536       17.530660       37.765518  4.963184          0
## 537       11.358735       64.371183  4.405352          0
## 538       13.925010       85.779324  2.842393          0
## 539       13.374831       58.950002  2.833901          0
## 540       16.012643       52.442326  3.257744          0
## 541       13.422802       74.381701  3.635635          0
## 542       12.515734       54.082289  3.067627          0
## 543       11.763453       49.851928  3.813429          0
## 544       13.448689              NA  3.241972          0
## 545        8.457142       76.694580  4.290072          0
## 546       14.387224       68.687024  2.380084          0
## 547       15.987370       86.639186  3.721766          0
## 548       20.725806       60.670939  3.342409          0
## 549       19.426893       50.506540  4.931878          0
## 550       17.239577       60.179119  4.380978          0
## 551        5.914617       62.044183  3.949015          0
## 552       12.902213       63.456620  4.543581          0
## 553       15.150582       64.989116  4.398685          0
## 554       16.722376       77.902673  3.480272          0
## 555       11.032240       63.729795  4.148611          0
## 556       17.307476       70.060303  5.776611          0
## 557       16.170628       62.722085  2.814001          0
## 558       12.877123       55.770690  3.812888          0
## 559       23.514774       81.299133  4.090940          0
## 560       16.917113       84.868548  5.492705          0
## 561       19.578273       62.627330  5.116407          0
## 562       15.656149       58.560531  4.333721          0
## 563       14.104821       43.376808  3.423832          0
## 564       19.411699       64.384970  3.843484          0
## 565       13.970732       62.738594  4.103439          0
## 566       14.460295       57.196188  3.841052          0
## 567       10.558576       70.107693  3.681765          0
## 568       15.518323              NA  2.897293          0
## 569       14.023547       99.130336  2.081846          0
## 570       14.899181       81.373907  2.722571          0
## 571       13.825548       75.059426  4.904613          0
## 572       15.952393       67.702849  3.272430          0
## 573        9.439925       61.640597  5.176205          0
## 574       10.153233       67.000351  3.137551          0
## 575       15.446049              NA  5.183622          0
## 576       12.809024       75.101334  3.568823          0
## 577       13.835117       69.017488  3.631007          0
## 578       14.061710       82.364692  4.914276          0
## 579       15.550101       62.521274  3.078986          0
## 580       14.149317       59.373218  4.589162          0
## 581       13.272526              NA  4.905490          0
## 582       14.633909       60.862234  3.084431          0
## 583       15.952132       36.082583  3.916115          0
## 584       12.361827       40.412098  3.826158          0
## 585       14.886305       52.415775  4.307548          0
## 586       19.368698       72.716775  3.928495          0
## 587       13.986294       63.693876  4.355880          0
## 588       13.911645       47.100186  5.573210          0
## 589       11.934802       90.901800  5.255703          0
## 590       10.461025       32.074863  3.999125          0
## 591       16.470528       62.604551  3.818789          0
## 592        6.776146       65.146490  4.306113          0
## 593        9.063964       84.057101  2.956447          0
## 594       15.872182       64.846905  1.680554          0
## 595       17.398465       47.066392  4.800963          0
## 596       17.395662       85.444985  3.076480          0
## 597       13.239356       78.404534  4.206836          0
## 598       17.218417       53.609727  3.472839          0
## 599       13.352604       86.978101  3.381864          0
## 600       11.674850       55.042679  3.916746          0
## 601       16.768945       51.284401  4.284879          0
## 602       17.532298       86.848098  3.569570          0
## 603       14.383718       61.939297  4.219118          0
## 604        9.151209       50.178596  2.887725          0
## 605       14.808674       77.763534  3.121945          0
## 606       10.212058       56.949724  4.667770          0
## 607       14.289320       80.882425  2.901700          0
## 608       12.446539       53.898037  3.192570          0
## 609       12.412691              NA  5.250173          0
## 610       10.989146       73.701449  3.716659          0
## 611       13.940221       69.051662  3.845127          0
## 612       17.196943       56.769915  4.816705          0
## 613       16.672415       83.413838  5.060115          0
## 614       14.037903       76.701609  3.292249          0
## 615       15.856062       66.270477  4.235174          0
## 616       13.628865       69.139220  4.674496          0
## 617        9.225985       60.023523  4.969150          0
## 618       11.095893              NA  5.703288          0
## 619        9.762361       65.216338  4.008499          0
## 620       15.740639       63.310503  5.112376          0
## 621       10.088668       66.299162  4.183320          0
## 622       17.446818       49.883653  2.913048          0
## 623       13.758836       46.384064  4.179656          0
## 624       11.145040       91.204867  5.014145          0
## 625       11.198483              NA  4.342759          0
## 626       12.854519       73.313503  4.953534          0
## 627       15.400396       41.952292  3.945460          0
## 628       15.441490       83.272736  2.604960          0
## 629       16.106515       67.952496  3.384179          0
## 630       18.800516       92.096000  3.764704          0
## 631       19.585002       25.057375  4.028958          0
## 632       17.291645       43.272545  4.266775          0
## 633        9.545092       60.214647  4.161749          0
## 634       10.842095       87.634013  3.675718          0
## 635       15.491387       81.315327  4.827704          0
## 636       17.323081       67.981741  2.443008          0
## 637       11.791840       46.928041  4.590617          0
## 638       10.382253       78.305180  3.771314          0
## 639       10.941270              NA  4.125750          0
## 640       14.951295       79.634261  3.523981          0
## 641        9.147436       82.864929  2.364559          0
## 642       13.986735              NA  5.666547          0
## 643       18.284807              NA  3.592133          0
## 644       12.488007       40.959974  3.546696          0
## 645       15.314879       89.446850  3.331584          0
## 646       15.306063       48.374212  4.306218          0
## 647       12.961433              NA  3.282061          0
## 648       16.590932       67.745515  3.505079          0
## 649       12.723725       52.237736  2.949432          0
## 650       15.889650       78.076738  2.395683          0
## 651       15.627514       51.850366  4.197305          0
## 652       10.855263              NA  3.792040          0
## 653       13.008443       87.896166  4.348440          0
## 654       18.632142       73.166338  5.013281          0
## 655       12.383597       52.097687  4.510405          0
## 656       14.352905       33.403048  4.458967          0
## 657       11.266886       81.718413  3.792840          0
## 658        9.612293       67.381157  2.934697          0
## 659        7.750607       63.551822  2.707129          0
## 660       18.468690       75.140362  4.536146          0
## 661       18.188873       70.588507  3.703191          1
## 662       14.665704       51.261827  3.561398          1
## 663       12.389229       73.513321  3.919140          1
## 664       10.213058       92.643892  3.846548          1
## 665       15.149068       78.499418  2.723651          1
## 666       16.536216       67.484090  3.885624          1
## 667       14.166602       48.254307  2.000757          1
## 668       18.822216       62.222875  4.038830          1
## 669       13.808375              NA  2.946644          1
## 670       14.962780       65.444563  2.475284          1
## 671        9.693049       59.577212  3.619133          1
## 672        9.184401       49.540120  3.957012          1
## 673       15.403390       54.490733  4.350922          1
## 674       18.361436       60.393548  3.920116          1
## 675       14.980034       69.249229  5.045983          1
## 676       19.621923       64.177232  3.200000          1
## 677       14.826441       67.305421  3.182521          1
## 678       12.937329       46.935252  4.492140          1
## 679       13.843494       71.046735  2.804525          1
## 680       13.895631       83.146999  5.127911          1
## 681       12.826509       74.385199  3.422179          1
## 682       17.196012       63.564870  5.370206          1
## 683       13.913870       86.121811  5.115431          1
## 684       11.420910       70.449003  3.978920          1
## 685       16.642480       64.846749  4.058942          1
## 686       13.916820              NA  3.379147          1
## 687       18.759902       79.370621  4.641259          1
## 688       13.042948       74.311619  4.899815          1
## 689        9.640241       57.865423  2.645036          1
## 690       15.790977       77.166619  4.576729          1
## 691       11.757348       56.884528  3.223951          1
## 692       12.514641       89.213074  4.430116          1
## 693       10.828696       65.005840  2.967554          1
## 694       17.032466       58.587459  4.163326          1
## 695       14.805198       64.129155  5.112254          1
## 696       17.795957       62.466135  3.961731          1
## 697       20.051519       52.901127  4.983903          1
## 698       12.332288       79.784780  3.693511          1
## 699       23.569645       19.175175  5.044455          1
## 700       15.900985       63.334895  5.767355          1
## 701       15.495603       42.002082  4.363530          1
## 702       15.008674       76.879669  3.238693          1
## 703       12.897049       75.839132  3.415851          1
## 704       15.313978       81.842062  4.772663          1
## 705       17.187963       79.634242  3.082080          1
## 706       12.636086              NA  3.644607          1
## 707       17.530704       67.273874  4.633855          1
## 708       10.680673       72.487450  4.355489          1
## 709       10.430340      100.231668  3.092626          1
## 710       15.485276       54.132658  2.775635          1
## 711       10.429159       70.593387  4.072252          1
## 712       13.918769       71.681540  3.918673          1
## 713       13.651105       92.299101  3.893070          1
## 714       16.219141       81.947806  3.894464          1
## 715       18.189839       77.931104  4.490393          1
## 716       12.721922       92.758852  4.414819          1
## 717       13.270279       65.331633  3.913696          1
## 718       14.792585       60.991843  3.246583          1
## 719       18.415180       87.996223  3.391241          1
## 720       16.450990       21.355275  4.441980          1
## 721       14.732291       49.985679  5.159301          1
## 722        8.956401       77.360985  3.349572          1
## 723        9.901328       81.339340  4.677713          1
## 724       14.971199       62.365824  3.872018          1
## 725       20.386720       73.381488  2.395002          1
## 726       15.671564       84.682660  4.304689          1
## 727       13.201943       62.322711  3.545741          1
## 728       14.221757       53.319977  4.427712          1
## 729       16.383140       91.681026  5.712792          1
## 730       13.983567       67.817096  4.265233          1
## 731       13.910933       55.795357  4.822044          1
## 732       19.442599       82.858272  4.559836          1
## 733        8.129793       74.603713  4.486180          1
## 734       16.581120       66.885270  3.471971          1
## 735        8.713964       58.413460  4.293727          1
## 736       14.841580       54.437494  3.736021          1
## 737       18.743231       54.416965  3.089924          1
## 738       16.625627              NA  4.976958          1
## 739       14.685927       47.803194  4.003547          1
## 740       17.705727       68.379815  3.827256          1
## 741       16.895754       67.577109  3.958249          1
## 742        7.760853              NA  4.124538          1
## 743        7.918150       76.378309  3.718982          1
## 744       12.273181       95.905288  2.743867          1
## 745       11.687124       66.291650  4.039976          1
## 746       12.830646       86.979724  3.373485          1
## 747       16.127527       64.564044  4.290393          1
## 748       14.376337       90.527536  4.382159          1
## 749        6.000391       30.900815  2.777726          1
## 750       12.785265       80.757866  4.649365          1
## 751       13.263282       60.474031  3.575011          1
## 752       11.859074       74.012043  3.189942          1
## 753        8.008011       55.870245  2.416402          1
## 754        8.857706       64.975574  5.707193          1
## 755        9.999398       66.693973  3.388448          1
## 756       14.929172       59.602808  3.750164          1
## 757       14.689351       56.490077  5.978054          1
## 758       15.027088       67.503004  3.210635          1
## 759        8.589896       76.306376  4.268525          1
## 760       12.841611       46.368219  4.150359          1
## 761       16.109169       92.609084  4.833346          1
## 762       10.105146       50.886006  4.521836          1
## 763        7.817812       89.052588  3.695747          1
## 764       10.439619       62.455373  4.741944          1
## 765       16.006711       85.338053  5.010163          1
## 766       21.228127       63.771833  3.619651          1
## 767       21.497866       73.011132  4.111102          1
## 768        9.771896       78.295022  3.266213          1
## 769       17.073123       72.730639  3.823093          1
## 770       13.990842       76.744677  3.556395          1
## 771       14.834257       65.326531  3.921976          1
## 772       12.300107       61.569477  3.261592          1
## 773       17.268074       64.868608  3.655790          1
## 774       18.937338       75.392795  3.732202          1
## 775       13.217223       80.956458  3.308294          1
## 776       18.521792       61.486105  4.599573          1
## 777       18.778696       52.640594  4.930190          1
## 778        8.986363       41.930439  4.041446          1
## 779       14.255356       56.735187  3.487816          1
## 780       20.118827       48.271210  4.515150          1
## 781       19.232961       30.708421  5.003826          1
## 782       16.144510       78.374845  4.779187          1
## 783       14.990567       39.842379  2.626547          1
## 784       15.486862       63.529460  3.024968          1
## 785       14.768337       57.757554  2.191138          1
## 786        2.200000       86.737223  4.192257          1
## 787       10.407257       69.909491  4.626701          1
## 788       14.213799       61.150299  3.685079          1
## 789       17.699718       45.906782  3.975572          1
## 790       15.122672       33.119613  1.812529          1
## 791       12.159457       89.830209  3.785507          1
## 792        7.592516       66.225674  5.404046          1
## 793       17.751705       63.612403  3.478005          1
## 794       12.892210       77.079780  4.598622          1
## 795       14.110476       80.571146  3.210882          1
## 796       13.553796       64.012944  5.199865          1
## 797       12.051417              NA  3.489946          1
## 798       10.545092       94.837743  3.813881          1
## 799       10.986683              NA  3.398264          1
## 800       10.778633       54.426968  4.665681          1
## 801        6.039669       82.536173  4.679169          1
## 802       18.267951       68.333170  4.518751          1
## 803       14.613423      101.351525  4.688271          1
## 804       15.147547       62.860627  4.075557          1
## 805       14.210624       56.910254  4.556864          1
## 806       17.556880       80.749849  3.720264          1
## 807       15.130476       65.091291  2.942348          1
## 808       14.202664       84.013585  4.736850          1
## 809       19.482945       76.634798  4.329204          1
## 810       18.361858       48.658109  3.179129          1
## 811       10.430076       43.578466  5.160604          1
## 812        8.286550       80.540351  3.900509          1
## 813       15.621139       64.826028  3.221130          1
## 814       12.925870       71.428590  4.925339          1
## 815       16.352858       74.312592  5.125417          1
## 816       13.797656       59.521664  5.266368          1
## 817       14.020507       95.306239  5.190534          1
## 818       11.383210       76.538803  5.076362          1
## 819       16.066439       58.416699  2.871196          1
## 820       16.293716       93.784380  3.592265          1
## 821       13.636910       50.590765  2.951396          0
## 822       18.463095       62.075902  2.259550          0
## 823       13.983833       74.576914  4.917910          0
## 824       10.861775       89.577036  5.035823          0
## 825       11.075622       58.365995  4.561494          0
## 826       11.378738       73.465133  2.854527          0
## 827       10.362623       65.694878  4.047907          0
## 828       17.247307       76.767797  5.260301          0
## 829       17.630362       56.420210  3.630524          0
## 830       12.640135       44.328641  4.591137          0
## 831       14.116824       65.636759  4.383395          0
## 832        8.818757       66.659352  4.030660          0
## 833       10.287673       73.445934  5.034683          0
## 834       14.027766       80.774275  3.919575          0
## 835       18.064957       85.916666  4.405509          0
## 836        9.700906       80.537065  2.496343          0
## 837       14.949080       71.202038  3.514098          0
## 838       12.950444       64.025590  4.299019          0
## 839       15.433834       92.693936  5.005879          0
## 840       18.273757       68.395413  2.873261          0
## 841       12.404439       85.026227  2.730792          0
## 842       18.721312      106.243066  3.246077          0
## 843       15.779922       39.775513  2.804924          0
## 844       11.092842       88.048989  3.738618          0
## 845       19.195740       98.490819  2.544020          0
## 846       14.027297       70.929879  3.060827          0
## 847       21.119249       58.876766  3.633373          0
## 848       15.254392       75.907869  4.494544          0
## 849       18.893137       68.089865  2.813889          0
## 850       11.653458       70.367049  5.214484          0
## 851       17.954849       40.140152  4.238253          0
## 852       11.135312       70.829110  3.378778          0
## 853        9.689144       92.219615  5.102517          0
## 854       16.823773       52.297113  4.957420          0
## 855       18.026098       44.061625  5.400811          0
## 856       14.401654       41.109869  4.476349          0
## 857       22.187849       72.727868  4.764194          0
## 858       10.407479       85.685272  5.035154          0
## 859        9.854011       80.561077  3.390471          0
## 860       19.775367       53.270152  4.456104          0
## 861       16.354520       47.100982  4.274137          0
## 862       11.044405       62.014822  3.403270          0
## 863       14.192544       60.373722  2.957195          0
## 864       14.233952       74.068658  4.179187          0
## 865       11.147704       87.481505  3.256301          0
## 866       12.994596       31.390450  4.705562          0
## 867       17.314681       48.882198  4.475161          0
## 868       12.618252       60.003148  4.009006          0
## 869       12.428763       71.625497  3.183435          0
## 870       11.084834              NA  4.330322          0
## 871       19.301248       70.829513  3.569717          0
## 872       14.774801       58.735933  4.154845          0
## 873       12.556983       55.253912  2.817391          0
## 874       18.343590       82.449002  4.052905          0
## 875       15.547964       57.328116  3.837257          0
## 876       11.226578       65.182759  3.776226          0
## 877        4.966862       72.305219  3.442121          0
## 878       17.107563       48.546257  4.838862          0
## 879       12.180826              NA  3.408169          0
## 880       10.614582       53.879737  4.267953          0
## 881       12.828121       90.006765  4.472018          0
## 882       12.874805       75.416710  4.555949          0
## 883       11.798991       63.827569  2.519892          0
## 884       14.638927       68.907754  4.071916          0
## 885       10.024039       63.397500  3.871463          0
## 886       19.174739       54.966317  3.506765          0
## 887       16.722195       71.776018  3.722455          0
## 888       11.580141              NA  3.836703          0
## 889       11.176548       71.536834  3.806539          0
## 890       15.770464       53.321812  4.107364          0
## 891       11.915740       78.179171  4.531659          0
## 892       15.333005       57.033522  5.580830          0
## 893       14.784314       48.451375  3.699146          0
## 894       12.813634       84.279218  5.456913          0
## 895        7.609798       59.396787  3.294129          0
## 896        8.123470       75.668785  2.765722          0
## 897        9.982010       52.716589  5.353043          0
## 898       13.469924       50.567372  5.174720          0
## 899       10.634230       97.087060  4.045547          0
## 900       16.307790       55.586142  4.070824          0
## 901       11.863248       65.791687  4.167336          0
## 902       20.483902       73.488981  3.418763          0
## 903       13.797870       63.463409  3.884460          0
## 904       14.151473       73.187013  5.438488          0
## 905       16.359951       62.368234  4.072198          0
## 906       15.905270       50.807825  2.998335          0
## 907       14.337804       81.769775  2.934137          0
## 908       10.583336       58.801469  3.918470          0
## 909       15.661692       28.770619  4.572923          0
## 910       10.692588       45.002014  4.101398          0
## 911       18.240712       65.694230  4.180389          0
## 912        9.583323       37.616485  5.504749          0
## 913       16.996330              NA  2.575423          0
## 914       13.243329       81.197710  2.784713          0
## 915       17.706838       84.388191  4.104835          0
## 916       17.075263       58.108259  4.030337          0
## 917       14.665561       71.710779  4.144870          0
## 918       17.161966       42.115257  3.341427          0
## 919       20.606409       76.621489  4.072187          0
## 920       20.926950       52.218979  4.070966          0
## 921       16.520496       64.696691  3.817779          0
## 922       13.125942       61.864580  2.291695          0
## 923       15.089441       56.463434  3.978141          0
## 924       11.854461       71.165352  3.134000          0
## 925       16.296688       46.672483  4.308257          0
## 926       17.925782       62.846673  3.698875          0
## 927       17.115447       60.251578  2.925038          0
## 928       19.527319       58.293945  3.756007          0
## 929       13.278896       72.695499  3.619591          0
## 930       12.748217              NA  4.439215          0
## 931       20.189600       68.688694  2.600619          0
## 932       10.663492       78.763592  3.169715          0
## 933       14.618767       68.902945  2.445673          0
## 934       17.061389       44.273379  3.994556          0
## 935        9.852785       64.721331  3.481944          0
## 936       14.319411       62.156686  4.921341          0
## 937       12.548871       70.525972  3.808372          0
## 938       15.164574       79.264575  4.699121          0
## 939       14.142251       69.104012  3.941074          0
## 940       15.474876       66.030317  4.416184          0
## 941       12.599998       77.330137  3.654355          0
## 942       18.082490       89.816057  2.276392          0
## 943       12.298753       49.452046  3.130045          0
## 944       13.780427       69.870484  3.579107          0
## 945       16.086949       68.200877  3.588300          0
## 946       13.140447       68.252067  4.724322          0
## 947       12.758115       59.456691  4.224343          0
## 948       15.056064              NA  3.250022          0
## 949       17.730371       60.598432  4.325132          0
## 950       16.614248       84.299703  3.125391          0
## 951       14.049483       70.586360  3.699796          0
## 952       12.863992       18.101222  3.675985          0
## 953       16.981660       80.269354  3.603610          0
## 954       18.094544       44.136469  3.772859          0
## 955        8.660869       56.350096  4.106808          0
## 956       18.367621       76.416510  4.055421          0
## 957       14.023834       89.650788  3.923356          0
## 958       17.971295       83.345304  2.966946          0
## 959       11.238914       54.865889  3.686759          0
## 960       13.417813       80.731097  4.677290          0
## 961       18.964418       71.398976  3.883029          0
## 962       14.831560       61.050420  3.322065          0
## 963       15.416475       32.745611  4.531825          0
## 964       14.896210              NA  3.443385          0
## 965       12.344834       67.061824  2.372791          0
## 966       12.258396       43.841692  4.814779          0
## 967       15.233826       49.997034  3.051317          0
## 968       13.074750       85.351214  4.369455          0
## 969       14.947720       55.961613  4.534681          0
## 970       12.909798       61.344664  4.645852          0
## 971       16.690266       68.969018  3.458320          0
## 972       13.625533              NA  2.620538          0
## 973       13.173426       79.780438  4.263193          0
## 974       11.877582       69.036523  5.038119          0
## 975       11.070511       71.438165  3.941969          0
## 976       15.503144       61.591036  3.499049          0
## 977       14.659741       89.027196  4.319777          0
## 978        7.852086       86.440561  1.964863          0
## 979       14.810630       88.020365  3.403393          0
## 980       18.248098       49.604842  3.287244          0
## 981       19.032219       58.809199  4.182741          0
## 982       18.919188       54.755214  3.776718          0
## 983       11.070289       62.914421  3.853388          0
## 984       15.343316       44.544627  3.076214          0
## 985       11.759930       91.239299  3.241267          0
## 986       13.232308       98.686620  3.666672          0
## 987       18.863817       52.908851  3.258042          0
## 988       18.768328       63.664155  3.936973          0
## 989       16.198948       64.101951  3.452822          0
## 990       14.616509       80.568252  2.978925          0
## 991       17.265186       80.234797  6.357439          0
## 992       16.271825       64.576851  4.764412          0
## 993       13.744749              NA  4.863378          0
## 994       18.663901       58.052866  4.217861          0
## 995        9.684376       41.337775  4.635709          0
## 996       15.470400       81.508682  2.988093          0
## 997       16.006991       87.101925  3.666614          0
## 998       16.563116       73.260640  4.681717          0
## 999       15.805085       56.982020  2.430883          0
## 1000      13.521923       46.598871  5.284233          0
## 1001      17.758444       35.296181  4.827527          0
## 1002      15.110849       90.252455  4.217553          0
## 1003      10.622265       74.554285  3.006650          0
## 1004      19.699848       62.323303  4.500208          0
## 1005      11.635399       49.804322  4.631641          0
## 1006      22.091990       79.169281  4.435760          0
## 1007      19.912950       59.303053  5.622018          0
## 1008      19.418013       84.847740  4.071344          0
## 1009      13.978348       71.733845  2.898223          0
## 1010      10.415889       71.905147  3.231680          0
## 1011      11.713821       63.863068  4.038503          0
## 1012      15.215293       63.391468  4.129230          0
## 1013      13.561253       39.215917  4.457282          0
## 1014      11.975680       65.797023  3.311168          0
## 1015      12.588475       58.861558  4.223576          0
## 1016      14.523500       71.450447  5.486132          0
## 1017      22.159747       75.364974  2.760213          0
## 1018      16.202371       79.859323  4.046380          0
## 1019      14.744347       62.443239  3.455623          0
## 1020      16.895180       65.447362  3.171655          0
## 1021      14.070879       73.920320  4.383943          0
## 1022      13.573471       80.268372  3.358353          0
## 1023      18.725302       43.898088  2.938082          0
## 1024       8.033859       48.529038  4.178898          0
## 1025      13.571223       62.179477  4.003458          0
## 1026      12.534009       86.683635  3.502371          0
## 1027      18.117042       79.094440  3.254926          0
## 1028      14.134954       51.705215  3.662648          0
## 1029      17.015118       51.505508  3.893767          0
## 1030      14.668950       57.401465  4.126408          0
## 1031      11.789619       78.568182  3.042797          0
## 1032      15.116023       57.712992  4.174220          0
## 1033      13.748668       75.024545  4.180568          0
## 1034       9.984033       65.251551  3.136945          0
## 1035      17.539130       84.032858  4.213568          0
## 1036      12.971869       70.485251  4.775785          0
## 1037      16.903180       51.106614  4.033391          0
## 1038      18.525434       68.547448  3.964450          0
## 1039      11.983635      107.900842  2.004143          0
## 1040      16.980755       61.158047  2.831234          0
## 1041      10.075598       63.984225  4.724457          0
## 1042      12.427538       23.136611  3.665411          0
## 1043      14.740787              NA  5.846827          0
## 1044      16.848444       72.687686  3.371680          0
## 1045      13.974085       83.157997  2.925732          0
## 1046       9.213268       59.280269  2.275903          0
## 1047      19.394027       54.510725  3.178004          0
## 1048      15.958334       70.615832  4.102292          0
## 1049      12.666016       78.767052  4.444901          0
## 1050      15.157408       71.022744  5.140208          0
## 1051      15.892079       72.164019  4.763731          0
## 1052      11.802847       72.384762  3.696328          0
## 1053      15.357583       44.555264  4.213700          0
## 1054      15.692738      107.282329  4.081728          0
## 1055       7.791638       58.174825  4.919585          0
## 1056      23.952450       68.242206  3.651865          0
## 1057      12.535838       56.310592  4.599082          0
## 1058       8.637461       55.603512  3.332906          0
## 1059      13.378165       89.051957  3.309472          0
## 1060       8.547283       60.144702  2.391540          0
## 1061      17.192685       41.035789  4.502138          0
## 1062      14.712285      106.371720  3.855773          0
## 1063       7.151751       88.413296  2.875880          0
## 1064      11.515123       39.550476  3.214450          0
## 1065      17.595510       75.519059  2.770823          0
## 1066      15.234277       48.195572  4.157927          0
## 1067       9.027167       67.476229  2.804927          0
## 1068      18.967259       59.651523  4.398901          0
## 1069      16.980610       69.622490  2.575141          0
## 1070       9.767081       43.142000  4.565423          0
## 1071      18.261213       45.981624  4.344805          1
## 1072      14.136699       68.861861  3.891097          1
## 1073      21.340849       51.274712  2.959750          1
## 1074      16.410654       64.505923  6.389161          1
## 1075      12.340384       83.238661  3.551656          1
## 1076      16.716557       17.000683  3.959294          1
## 1077      13.214324       79.863009  3.300253          1
## 1078      12.466610              NA  2.506238          1
## 1079      14.247947       85.930428  3.325639          1
## 1080      12.014243       72.608076  4.868543          1
## 1081      12.010676       58.100707  3.584985          1
## 1082      12.357385      108.849568  3.505300          1
## 1083      10.838249       65.548216  3.874425          1
## 1084      10.641789       63.722933  3.182583          1
## 1085      12.302669       59.887367  2.460465          1
## 1086      13.461794       50.895233  2.977047          1
## 1087      13.767802       99.175595  3.667154          1
## 1088      12.511973       49.299849  2.958415          1
## 1089      15.459307       68.895603  3.870611          1
## 1090      14.587290       81.378451  3.822669          1
## 1091      17.207494       73.940970  3.223081          1
## 1092      14.033995       29.668142  4.387208          1
## 1093      13.860453       93.714876  2.999702          1
## 1094      13.643236       61.125080  5.612296          1
## 1095      15.310631       73.723070  3.741143          1
## 1096      11.235144       46.682597  4.592959          1
## 1097      20.605552       70.168389  4.604725          1
## 1098      12.092499       81.592362  4.165550          1
## 1099      11.410184       77.286551  3.659653          1
## 1100      17.385515       73.115053  3.789237          1
## 1101      12.419906       74.674383  3.898916          1
## 1102      14.168314      102.567846  4.300695          1
## 1103       8.963254       82.581338  4.497731          1
## 1104      14.449181       68.640768  4.342797          1
## 1105      21.430293       43.188803  3.678686          1
## 1106      20.057619       78.501492  4.721340          1
## 1107      16.521942       67.533260  5.688207          1
## 1108      18.828594       43.440644  3.819985          1
## 1109      20.222075              NA  3.410686          1
## 1110      15.563460       77.834036  3.261651          1
## 1111      14.063140       65.155182  4.995602          1
## 1112      13.609643       70.571414  3.968647          1
## 1113       6.059608      105.400460  3.690929          1
## 1114      15.692839       82.929345  4.393944          1
## 1115      16.005207       72.363217  3.080297          1
## 1116      18.235220       72.299662  3.808793          1
## 1117      11.793246       57.345645  3.242545          1
## 1118      17.592126       68.992741  4.005893          1
## 1119      13.335381       54.216284  4.854313          1
## 1120      11.325447       80.338331  3.631042          1
## 1121      13.283100       74.412867  2.571392          1
## 1122      14.388350       73.164778  4.201054          1
## 1123      13.531660       42.844511  2.917284          1
## 1124      14.920616        8.577013  2.181714          1
## 1125      14.065597       82.781926  3.422543          1
## 1126      11.855103       49.480441  3.911015          1
## 1127      10.504023       67.493450  2.911751          1
## 1128      10.824600       75.328892  4.143365          1
## 1129      12.866420       55.498331  3.439561          1
## 1130      15.692176       79.962803  3.918006          1
## 1131      15.297496              NA  4.220028          1
## 1132      13.898950       63.857674  4.081329          1
## 1133      18.428387       41.290330  3.613835          1
## 1134      11.246460       60.292187  3.209588          1
## 1135      17.731882       59.686076  4.208354          1
## 1136      10.371843       62.037730  5.702505          1
## 1137      12.814604              NA  4.398059          1
## 1138      15.151173       79.538368  3.274629          1
## 1139      14.420882       55.586815  3.939011          1
## 1140      15.869010       55.384333  5.030712          1
## 1141      15.023962       47.144144  4.052367          1
## 1142      12.712187       62.471115  4.485070          1
## 1143      11.403372       84.525775  3.329601          1
## 1144      20.939359       54.198520  5.370403          1
## 1145      15.603729       82.317854  3.533500          1
## 1146      10.353995       60.009184  3.881767          1
## 1147      12.495658       79.946113  4.764995          1
## 1148      14.365625       74.888422  3.499775          1
## 1149      16.053202       79.357560  4.431739          1
## 1150      10.070192       50.124122  4.641041          1
## 1151      20.224426      104.580881  4.043915          1
## 1152      12.906730       68.748918  2.010537          1
## 1153      14.947811       89.774160  3.578826          1
## 1154      17.848994      103.321827  4.046306          1
## 1155      13.978608       52.301550  3.894061          1
## 1156      13.526522              NA  3.229834          1
## 1157      11.055801      116.161622  3.534665          1
## 1158      12.567061      118.357275  4.318272          1
## 1159      19.355841       45.104018  4.209137          1
## 1160      13.133959       96.125198  3.442848          1
## 1161      13.262102       79.344915  2.472720          1
## 1162      17.857214       62.553136  3.292270          1
## 1163      16.089710       59.494026  2.929953          1
## 1164      14.176501       68.124809  4.412174          1
## 1165      15.976018       47.400093  3.804352          1
## 1166      14.090719       60.320070  4.620686          1
## 1167      19.643896       68.236370  3.433135          1
## 1168      16.576565       58.675066  4.536123          1
## 1169      10.583581       73.106007  4.957822          1
## 1170      17.545440       64.071288  5.113870          1
## 1171      14.665441       60.515772  4.910534          1
## 1172       7.619812       79.944916  4.745248          1
## 1173       7.090387       66.026796  3.093814          1
## 1174      11.973422       62.960463  4.553381          1
## 1175       8.189662       59.663554  4.186675          1
## 1176      15.965652       75.914398  3.877349          1
## 1177      14.911191       79.687039  2.286943          1
## 1178      18.713876       76.414153  4.438858          1
## 1179      16.777540       62.756891  4.275645          1
## 1180      13.789267       49.642451  2.962852          1
## 1181      11.147085       90.886908  3.843405          1
## 1182      12.493388       76.225580  3.729120          1
## 1183      13.818450       49.652834  5.446566          1
## 1184      16.274831       84.827183  4.401628          1
## 1185      17.033602       61.205470  3.386294          1
## 1186      14.683580       55.326369  5.648606          1
## 1187      13.533433       41.731219  4.132274          1
## 1188      18.238711       45.668318  5.218307          1
## 1189       8.233405       66.678214  4.601802          1
## 1190      14.670555       83.469934  4.501980          1
## 1191      17.561933       49.388362  3.371111          1
## 1192      18.737931       64.808546  3.709437          1
## 1193      11.930433       76.524270  4.387602          1
## 1194      10.890085       87.912530  2.220640          1
## 1195      17.343806       53.085480  2.820927          1
## 1196      11.988324       43.912634  4.315308          1
## 1197       8.602425       74.581711  3.624635          1
## 1198      14.298521       51.868885  3.940282          1
## 1199      14.799553       85.775784  4.531196          1
## 1200      10.785965       68.294617  3.397303          1
## 1201      14.512991       35.565966  4.308223          1
## 1202      16.311696       74.570581  3.470885          1
## 1203      11.858905       94.340172  4.616641          1
## 1204      14.427225       55.393613  3.912836          1
## 1205      11.169090       59.826439  3.721975          1
## 1206      16.307474              NA  4.271168          1
## 1207      18.999154              NA  3.840889          1
## 1208      14.058461       40.916811  3.190128          1
## 1209      13.686026       77.182622  4.511384          1
## 1210       5.871941       75.714425  5.199447          1
## 1211      20.539688       88.057105  3.317152          1
## 1212      16.711471       46.552618  3.680410          1
## 1213      14.083110       50.286395  4.516870          1
## 1214      17.384471       88.361846  3.771596          1
## 1215      10.933867       49.145504  4.314495          1
## 1216       8.360283       52.501187  3.173879          1
## 1217      15.894674       57.643457  4.523237          1
## 1218      13.081881       99.640691  3.042497          1
## 1219      13.954710       32.799029  4.599432          1
## 1220      12.199449       71.271231  4.647096          1
## 1221      14.495791       77.212274  4.362086          1
## 1222      15.843303       59.728173  3.499453          1
## 1223      14.861133       72.762585  2.799883          1
## 1224      12.038457       80.312558  4.164029          1
## 1225      14.084388       61.392983  4.104699          1
## 1226      15.698726       84.158080  2.938536          1
## 1227      10.049772       55.232271  4.855821          1
## 1228      14.282961       85.393399  3.951304          1
## 1229      15.715546       75.590599  3.068919          1
## 1230      11.285709       58.236119  3.707974          1
## 1231      17.871950       78.492783  4.111691          0
## 1232      14.121049       45.602992  4.650034          0
## 1233      13.676435       74.424166  3.281802          0
## 1234      15.867751       80.498498  4.453526          0
## 1235      10.069254              NA  5.229809          0
## 1236      19.572572              NA  2.842471          0
## 1237      14.376764       60.743770  5.464857          0
## 1238       9.704704       79.484801  3.871372          0
## 1239      13.001881       79.529338  4.152014          0
## 1240      16.736749       42.349461  4.402340          0
## 1241      13.447513       50.756064  2.372925          0
## 1242      13.951332       67.142033  5.152528          0
## 1243      17.138831       39.777282  3.687152          0
## 1244      11.871725       75.504542  2.203841          0
## 1245      12.701422              NA  4.402244          0
## 1246      18.503762       66.136988  4.144872          0
## 1247      10.504303       57.862157  3.210168          0
## 1248      16.681990       72.048083  2.878516          0
## 1249      16.233039       67.873910  4.217744          0
## 1250      10.444501       68.184020  3.762223          0
## 1251      15.664382       68.615876  4.119436          0
## 1252      20.768986       89.646506  3.790524          0
## 1253      14.801329       97.277004  4.125732          0
## 1254      18.600728       67.964376  3.502082          0
## 1255      16.035980       40.076113  3.806596          0
## 1256      17.921141       34.816398  4.805792          0
## 1257      12.127254      105.165799  4.094746          0
## 1258      14.393869       69.939822  4.657361          0
## 1259      13.773610       84.816771  3.110932          0
## 1260      13.937968       88.771969  4.559337          0
## 1261      12.002178       80.758618  3.358284          0
## 1262      13.623308       56.326497  4.107467          0
## 1263      21.813160      104.747700  3.875238          0
## 1264      14.536080       71.045480  3.690862          0
## 1265      18.736927       40.224521  3.506229          0
## 1266      16.030293              NA  4.592980          0
## 1267      14.244720       52.616387  4.059377          0
## 1268      16.982256       73.733593  4.153559          0
## 1269      12.437571       65.746717  3.844013          0
## 1270      18.125202       78.153575  3.584202          0
## 1271      16.437715       79.471177  5.032855          0
## 1272      16.661153       54.236592  3.572344          0
## 1273      17.466467       62.792905  4.395285          0
## 1274       8.634319       86.810229  3.561963          0
## 1275      15.647036       64.980642  4.599236          0
## 1276      11.705953       52.363442  4.316063          0
## 1277      10.218185       70.033119  4.320900          0
## 1278      14.098786       70.300741  4.846359          0
## 1279      11.838106       77.838212  3.994714          0
## 1280      15.843744       65.580338  2.941555          0
## 1281      12.501554       85.682146  3.919955          0
## 1282      18.207137       67.054119  2.770948          0
## 1283      14.410952       45.448777  5.290921          0
## 1284      12.370339       63.446749  3.746620          0
## 1285      12.570715       54.968734  3.488373          0
## 1286      20.603574       85.105892  3.542811          0
## 1287       7.710769       73.634278  4.086921          0
## 1288       5.362371       61.911364  3.293553          0
## 1289      12.128366       79.245033  2.081425          0
## 1290      16.196573       75.302598  4.089485          0
## 1291      18.253472       84.022119  1.496101          0
## 1292      15.047593       83.921292  4.126965          0
## 1293      16.839331       76.243623  4.397533          0
## 1294       8.857599       37.734790  4.403250          0
## 1295      13.815757       86.753117  3.490588          0
## 1296      17.660149       66.588849  3.180580          0
## 1297      11.349210       86.946897  4.116348          0
## 1298      12.198732       55.942366  4.900446          0
## 1299      19.164525              NA  4.330049          0
## 1300      17.478162       65.989507  3.173200          0
## 1301      14.524408       64.124391  3.992848          0
## 1302       9.970144       68.507542  4.104938          0
## 1303      14.531777       50.774208  2.499910          0
## 1304       9.762505       73.832405  3.533243          0
## 1305      11.090374       61.100240  5.288058          0
## 1306      11.090006       88.483583  2.634341          0
## 1307       9.512103       84.053415  4.625729          0
## 1308      11.023800       48.525525  5.345324          0
## 1309      13.888704       64.841637  4.235108          0
## 1310      13.271499       72.129840  3.206995          0
## 1311      12.618667       52.377477  3.329243          0
## 1312      15.335711       54.946344  4.151866          0
## 1313      16.719156       77.671292  4.194600          0
## 1314      12.180626              NA  4.297914          0
## 1315      10.667254       44.289013  4.442712          0
## 1316      11.395098       66.165224  2.534499          0
## 1317      17.757697      114.208671  3.983099          0
## 1318      22.891011       75.472825  3.244867          0
## 1319      13.165035       61.058796  2.921415          0
## 1320       9.986355       81.963485  3.439623          0
## 1321      18.633065       71.919217  3.272471          0
## 1322      11.122653       66.359658  3.232872          0
## 1323      12.955577       55.522195  5.671999          0
## 1324      10.772862       76.617599  2.728800          0
## 1325      16.122668       52.166773  3.195591          0
## 1326      10.401973       36.751898  3.035671          0
## 1327      17.242909       80.651978  4.104662          0
## 1328      16.579301       65.882335  4.265547          0
## 1329      13.670099       77.339918  3.675558          0
## 1330      12.958917       70.937481  4.893751          0
## 1331      11.633015              NA  2.969434          0
## 1332      14.753055       34.265860  4.371748          0
## 1333      19.682337       70.546862  4.240032          0
## 1334      11.676601       58.600940  5.444927          0
## 1335      11.144072       68.612391  4.272203          0
## 1336      17.582615       78.213738  4.404132          0
## 1337      10.924461       87.379561  3.055790          0
## 1338      20.523191       26.140863  3.661529          0
## 1339      13.339716       55.751362  2.778906          0
## 1340      15.874564       71.631818  2.432507          0
## 1341      17.109829       89.122026  3.682134          0
## 1342      14.110249       58.751463  4.894842          0
## 1343      12.842048       51.859151  3.540532          0
## 1344      10.784140       79.719666  5.506934          0
## 1345      17.551570       59.571837  3.570290          0
## 1346      12.168764       54.404704  3.695084          0
## 1347      13.827755       59.376451  4.373999          0
## 1348      15.061714       68.107216  3.266029          0
## 1349      20.929103       60.520904  4.242947          0
## 1350      17.263576       68.738989  5.082206          0
## 1351      17.517283       61.182844  3.793318          0
## 1352      18.076963       93.409614  3.624101          0
## 1353      12.186310       53.908820  4.015574          0
## 1354      10.839796       69.420035  3.000096          0
## 1355      13.178301       41.525863  3.440859          0
## 1356       7.242761              NA  3.489283          0
## 1357      13.415205       73.629240  3.319953          0
## 1358      15.254653       71.542306  3.302212          0
## 1359       8.234265       76.657286  3.446401          0
## 1360      23.135952       73.786211  4.270851          0
## 1361      14.363661       16.291505  3.687995          0
## 1362       7.775896       38.794307  3.152345          0
## 1363      13.719331       77.769334  2.572830          0
## 1364      14.761878       82.831554  3.806700          0
## 1365      16.787272       82.016058  3.331550          0
## 1366      15.173956       73.450164  3.465089          0
## 1367      22.763707       71.428978  5.920234          0
## 1368      15.212798       90.579020  3.282750          0
## 1369      15.545029       92.011257  3.745725          0
## 1370      12.419359       59.763194  4.428312          0
## 1371      15.213176       34.471753  2.909606          0
## 1372      13.450580       63.579317  5.168298          0
## 1373      12.158056       67.212405  3.425065          0
## 1374      10.613710       71.963390  3.507709          0
## 1375      13.900110       64.042698  4.149414          0
## 1376      14.235105       70.704363  4.194200          0
## 1377      11.095060       68.923128  5.600459          0
## 1378       9.619021       40.233823  5.428917          0
## 1379      18.081957       52.967469  4.454477          0
## 1380      19.957513       44.345680  4.641738          0
## 1381      15.879549       63.676952  3.863287          0
## 1382      13.754221       57.438275  4.237345          0
## 1383      14.441754       79.169597  4.086867          0
## 1384      13.447314       54.117664  4.115696          0
## 1385      11.598340       72.033901  4.426983          0
## 1386      17.916964       50.878820  3.030824          0
## 1387      12.950545       65.839742  2.906589          0
## 1388      17.236047       75.853549  2.835794          0
## 1389      18.543500              NA  3.052822          0
## 1390      12.632707       80.249886  3.530498          0
## 1391       4.371899       74.673986  3.542093          0
## 1392      12.510887       66.376374  4.839176          0
## 1393      18.281754       43.433240  3.613212          0
## 1394      16.743289       72.710127  4.174569          0
## 1395      12.671607       27.559355  4.084697          0
## 1396      15.160641       70.337057  4.767722          0
## 1397      21.520593       62.659460  3.270904          0
## 1398      13.624148              NA  4.822884          0
## 1399      20.720473       82.396766  3.893926          0
## 1400      11.659196       49.522330  3.927981          0
## 1401      16.133499       58.134527  5.436819          0
## 1402      12.742329       67.282328  4.243134          0
## 1403      12.348083       90.390277  4.713719          0
## 1404      18.092608       96.442129  4.168487          0
## 1405      15.349869       63.696746  3.319354          0
## 1406      17.038212              NA  5.247130          0
## 1407      11.813338       61.935078  4.874534          0
## 1408       9.504880       66.146355  2.935802          0
## 1409      18.215464       53.976734  3.839185          0
## 1410      13.389549       28.566364  3.995857          0
## 1411      16.684074       74.529806  4.991896          0
## 1412      12.286237       62.768615  4.808583          0
## 1413      14.156241       64.164409  3.577447          0
## 1414      11.558372       85.864119  3.568197          0
## 1415      18.126924       50.081054  4.144781          0
## 1416      14.467095       74.374018  4.409054          0
## 1417      14.408080       78.100735  2.957441          0
## 1418      20.088643       53.925045  4.223884          0
## 1419      10.144443       42.315473  3.151389          0
## 1420      15.379519       31.895507  5.138048          0
## 1421      20.209330       49.156640  4.170076          0
## 1422      16.237265       74.611653  2.990151          0
## 1423      15.119348       63.359706  2.781944          0
## 1424      19.270709       84.192581  3.494032          0
## 1425      13.333518       58.194222  5.122703          0
## 1426      12.677488       57.280265  2.865031          0
## 1427      19.703422       82.253454  3.965647          0
## 1428      14.359351       50.926671  4.461211          0
## 1429      12.366424       79.206473  4.405408          0
## 1430      13.786141       33.781557  4.133069          0
## 1431      12.263150       49.502513  2.459337          0
## 1432      16.643696       73.259221  2.614766          0
## 1433      17.697765       74.230076  4.352296          0
## 1434      17.105328       71.020825  4.909571          0
## 1435      17.161768       69.467359  2.981649          0
## 1436      14.160899       65.433008  3.807318          0
## 1437       7.689294       77.003121  3.236570          0
## 1438      11.180350              NA  4.754313          0
## 1439      10.971432       74.608023  3.021289          0
## 1440      14.307687       81.529534  4.016144          0
## 1441      20.751751       60.236844  3.155214          0
## 1442      17.099096       63.190835  3.857852          0
## 1443      11.591795       61.946683  5.457831          0
## 1444      13.583559       45.900706  4.149483          0
## 1445      11.118171       64.027600  4.257038          0
## 1446      17.013801       72.606332  3.144790          0
## 1447      12.902109              NA  2.200678          0
## 1448       4.861631       72.837540  3.504525          0
## 1449      10.034950       55.947322  5.389510          0
## 1450      17.405818              NA  3.133839          0
## 1451      20.055737       96.591460  4.565542          0
## 1452      13.615947       75.129896  5.227609          0
## 1453      13.780973       59.542769  3.986781          0
## 1454      15.107289       89.800947  2.452121          0
## 1455      15.062841       57.814335  3.634031          0
## 1456      19.318760       58.574610  3.508504          0
## 1457      16.095520              NA  3.266562          0
## 1458      13.081524       87.279537  3.652991          0
## 1459      16.011608       69.976719  4.128193          0
## 1460      14.782861       73.433479  3.484121          0
## 1461      12.420834       49.129301  3.908199          0
## 1462      11.094898       91.493087  3.930081          0
## 1463      13.872994       66.983589  3.822307          0
## 1464      14.861906       58.754981  4.435514          0
## 1465      15.466455       34.719623  3.808851          0
## 1466      18.588091       68.458037  5.799322          0
## 1467       8.574691       88.620139  4.760382          0
## 1468      12.626474       60.900254  4.709374          0
## 1469      15.674785       86.760257  3.278584          0
## 1470      17.757917       91.384605  4.379630          0
## 1471      18.417924       71.875574  4.115428          0
## 1472      17.442301       77.722257  3.642289          0
## 1473      11.055446       79.288740  5.302973          0
## 1474      19.637042       48.709989  4.732003          0
## 1475      13.988707       96.826961  4.371079          0
## 1476      13.067803       99.918387  4.460363          0
## 1477      11.827401              NA  4.359137          0
## 1478      17.238656       74.948217  3.295034          0
## 1479      13.441175       92.486140  4.654177          0
## 1480      16.552543       56.399346  3.933565          0
## 1481      12.168334       83.656615  4.127599          1
## 1482      10.817123       81.224983  3.756720          1
## 1483       8.840514       66.543935  5.251223          1
## 1484      13.330091       68.388378  4.138697          1
## 1485      19.827392       43.564293  4.914884          1
## 1486      10.522935       62.125469  3.574172          1
## 1487      11.913204       58.273700  3.089550          1
## 1488       7.091229       98.594560  3.040031          1
## 1489      12.305634       45.687421  3.968177          1
## 1490      14.162010       70.765992  3.430167          1
## 1491       9.006143       60.912034  2.505650          1
## 1492      11.173155       88.888819  3.684263          1
## 1493      12.291616       87.429078  2.087080          1
## 1494      17.218575       56.044934  4.015246          1
## 1495      14.181471       33.592031  4.548100          1
## 1496      16.559229              NA  4.533174          1
## 1497      12.907351       73.688742  3.198879          1
## 1498       7.283013       73.331529  4.687847          1
## 1499      19.385941       70.957565  3.077035          1
## 1500      17.297556       65.065069  3.360131          1
## 1501      12.446976       60.159413  4.490105          1
## 1502      12.332979       67.748991  2.881370          1
## 1503       5.512040       77.830816  3.393325          1
## 1504      17.048683       72.827392  3.354890          1
## 1505      13.225666       50.803353  3.123166          1
## 1506      13.312723       68.944888  3.796737          1
## 1507      18.917027       58.692204  4.425134          1
## 1508      11.712149       65.967814  3.707054          1
## 1509      11.032867       52.510520  4.007903          1
## 1510      12.082169       61.474423  3.797068          1
## 1511       9.261965       71.002217  4.176219          1
## 1512      16.865453       62.154379  3.271339          1
## 1513      14.046278       67.627241  2.367041          1
## 1514      15.422459       94.386932  3.861109          1
## 1515       8.398237       67.290956  2.747027          1
## 1516      17.375739       51.153972  2.884715          1
## 1517      12.053627       93.871692  3.842578          1
## 1518      14.314282       52.697958  3.931653          1
## 1519      15.845193       59.474013  4.095612          1
## 1520      10.353659       45.304007  3.364891          1
## 1521      14.670246       62.259623  3.589252          1
## 1522      17.477598       59.989737  3.889500          1
## 1523      17.051185       69.781641  4.284831          1
## 1524      13.961740       65.866679  3.867843          1
## 1525      11.781265       86.513474  5.554075          1
## 1526      19.495393              NA  3.181112          1
## 1527      17.425460       90.662337  2.285520          1
## 1528      12.575417       60.648404  3.160075          1
## 1529      11.835382       71.436038  4.255948          1
## 1530      10.213623       75.561050  3.714469          1
## 1531      13.746598       60.490581  3.356978          1
## 1532      12.485257       57.818484  2.942115          1
## 1533      20.637599       76.529077  4.080786          1
## 1534      14.354595       57.247082  2.404729          1
## 1535      17.998160       67.356079  4.354535          1
## 1536      13.977338       97.859775  4.322325          1
## 1537       5.218233       48.735514  4.356594          1
## 1538      16.548438       55.132546  3.338022          1
## 1539       8.148929       69.375044  4.534960          1
## 1540      13.996101       51.174058  4.746092          1
## 1541      14.006983       91.590703  4.564460          1
## 1542      16.061440       61.851358  4.159567          1
## 1543      15.094091       86.554168  4.526351          1
## 1544       9.497937       50.660145  3.981969          1
## 1545      12.683724       86.165971  4.263180          1
## 1546       7.832108       69.419665  2.746650          1
## 1547      14.299242       71.706891  4.299209          1
## 1548      14.597145       70.850977  4.150167          1
## 1549      14.786347       80.980213  3.352765          1
## 1550      16.192870       91.123219  3.767443          1
## 1551      12.645176       78.756533  4.930084          1
## 1552       9.456473       94.901122  3.743704          1
## 1553      15.669628       55.404080  4.534233          1
## 1554      13.043617       77.131051  3.784085          1
## 1555       9.313771       70.828374  4.354288          1
## 1556      17.526819       91.602794  3.931731          1
## 1557      16.086232       53.502086  4.108857          1
## 1558      18.502406       78.354341  3.959637          1
## 1559      15.292706       63.939821  4.810185          1
## 1560      16.574060       92.945757  4.274738          1
## 1561       8.127543       77.554953  3.535598          1
## 1562      20.789592       93.300733  4.007347          1
## 1563      13.760231       90.306310  4.400203          1
## 1564      15.846048              NA  3.612919          1
## 1565      11.813231       67.651025  5.114607          1
## 1566      13.022135       54.060851  3.315071          1
## 1567      12.997263       69.260209  3.395483          1
## 1568      11.053925       74.108180  3.498717          1
## 1569      14.632438       82.650635  3.452150          1
## 1570      16.650114       31.174039  3.938506          1
## 1571      14.942217              NA  3.901097          1
## 1572      11.300587       53.201848  4.889458          1
## 1573      11.423377       59.267099  5.021465          1
## 1574      20.314617       83.707938  4.867287          1
## 1575       8.642494       84.581963  3.153005          1
## 1576      17.151969       77.810699  4.304052          1
## 1577      15.581903       61.853528  4.943843          1
## 1578      15.669955       67.230057  5.185000          1
## 1579      16.154964       91.461709  4.916218          1
## 1580      12.392869       83.707045  2.741791          1
## 1581      14.028602       61.446945  3.837639          1
## 1582      17.664555       68.573198  4.539371          1
## 1583      13.307824       62.826687  4.072063          1
## 1584      15.153817       74.765101  3.700917          1
## 1585      17.865533       85.192511  4.999752          1
## 1586      17.125863              NA  4.816348          1
## 1587      13.265853       66.577952  3.529427          1
## 1588      17.950001       54.983878  4.076403          1
## 1589      15.238642       65.614705  4.677921          1
## 1590      10.905476       75.333025  4.628975          1
## 1591       8.412402       66.163439  3.013361          1
## 1592      11.309245       70.116746  4.640043          1
## 1593      12.376272       32.761161  4.154685          1
## 1594      11.009592       92.481885  3.920288          1
## 1595      16.701920       68.793062  3.149202          1
## 1596      11.283387       91.942181  5.544167          1
## 1597      13.309391       43.019427  4.026622          1
## 1598      10.742146       40.773856  4.211672          1
## 1599      19.218374       54.268008  5.537476          1
## 1600       9.809669       79.397105  3.619182          1
## 1601      12.312493       59.680518  3.152763          1
## 1602      10.008146       61.679801  5.349211          1
## 1603      10.811673       81.526457  3.574605          1
## 1604      15.931879       66.551419  4.302179          1
## 1605      11.316002       54.943992  4.201577          1
## 1606      15.352425       74.760976  2.745804          1
## 1607      16.148258       83.332516  2.891019          1
## 1608      13.680838       91.925742  4.989876          1
## 1609      11.983961       69.853135  4.120828          1
## 1610      12.764141       96.795403  4.134575          1
## 1611      12.493510       61.275234  3.495063          1
## 1612      15.072450       84.115673  4.600663          1
## 1613      18.781679              NA  2.640246          1
## 1614      10.851917              NA  3.362822          1
## 1615      13.621325      100.821792  4.585972          1
## 1616      13.216489       61.084652  2.725565          1
## 1617      16.589072       72.976741  3.579652          1
## 1618      17.407261      104.207104  4.892050          1
## 1619      15.553588              NA  3.327384          1
## 1620      13.617560              NA  4.526768          1
## 1621      11.058818       64.663309  3.802820          1
## 1622      12.293770       49.009256  3.021382          1
## 1623      17.968736              NA  3.453439          1
## 1624       9.386799       91.402112  3.438280          1
## 1625      10.285283       66.420579  5.256484          1
## 1626       9.025661       53.019585  4.486513          1
## 1627      18.527105       80.462810  2.890999          1
## 1628      15.918912       60.339794  4.601351          1
## 1629      18.703657       62.868527  3.846612          1
## 1630      13.314422       58.220982  4.019011          1
## 1631      12.574420       17.527765  3.937334          1
## 1632      14.650809       59.158843  5.427373          1
## 1633      14.395519       78.868465  4.645692          1
## 1634      11.047456       60.935987  3.716368          1
## 1635       7.122391       41.190507  3.594217          1
## 1636      15.353950       74.885676  3.392134          1
## 1637      14.523389       64.121740  4.371882          1
## 1638      14.277103       53.481943  4.709676          1
## 1639      12.861417       72.187015  4.116263          1
## 1640      18.838735       53.815435  3.639972          1
## 1641      18.938528       53.137132  2.748429          0
## 1642      12.704460       40.546037  4.141819          0
## 1643      20.680975       77.137500  2.846501          0
## 1644      13.408146       54.619128  4.725746          0
## 1645      13.406737       43.075186  2.487969          0
## 1646      11.026909       85.241873  3.113764          0
## 1647       9.696478       69.697025  3.704324          0
## 1648      19.339143       81.098746  3.959518          0
## 1649      15.741911       78.810852  4.312290          0
## 1650       7.360772       76.290285  4.952733          0
## 1651       6.732794       90.993268  4.246446          0
## 1652      11.665753       48.710293  3.969463          0
## 1653      16.183542       77.839521  3.299047          0
## 1654      15.438287       56.532387  3.829784          0
## 1655       6.306055       55.065243  3.858979          0
## 1656      14.391606       81.082456  4.383823          0
## 1657      12.249489       59.523003  4.294448          0
## 1658      12.762546       67.159532  3.717823          0
## 1659      10.754842       30.965844  2.943522          0
## 1660      15.856797      100.712306  3.739922          0
## 1661      18.698730       82.904657  3.933826          0
## 1662      12.327335       57.303577  3.084040          0
## 1663       9.650786       52.640025  4.034755          0
## 1664       4.473092       71.190496  4.905230          0
## 1665      12.219411       83.668879  3.788803          0
## 1666      13.556911       89.453575  3.877714          0
## 1667      15.706894       73.170198  4.246388          0
## 1668      13.254475       92.864557  5.030452          0
## 1669      17.658794              NA  3.776789          0
## 1670      12.092167       39.448593  2.585849          0
## 1671      17.201608       73.646996  2.643212          0
## 1672      16.621959       69.167847  4.211968          0
## 1673      19.249550       50.029933  3.302419          0
## 1674      16.543869       59.246086  3.913905          0
## 1675      12.841828       60.870151  4.661058          0
## 1676      16.787145       38.107005  3.818404          0
## 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      19.640923       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       77.582051  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              NA  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              NA  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              NA  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              NA  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              NA  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              NA  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              NA  3.181635          0
## 1805      17.858242       72.236525  4.249333          0
## 1806      18.870939              NA  3.911817          0
## 1807      16.257002              NA  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              NA  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              NA  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              NA  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              NA  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              NA  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      11.672191       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      11.995239       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              NA  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              NA  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              NA  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              NA  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      21.765170       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      12.934160              NA  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              NA  3.172091          0
## 2074      12.779230              NA  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              NA  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
## 2096      12.593848       55.301836  2.216730          0
## 2097      19.628177       81.496529  3.761288          0
## 2098      18.452310       63.062458  2.937686          0
## 2099      13.053340       94.826706  3.009289          0
## 2100      12.942291      112.061027  3.780259          0
## 2101      21.624718       91.007934  3.594991          0
## 2102      17.023531      100.440940  5.036334          0
## 2103      13.599564       62.502108  3.626136          0
## 2104      11.546324       46.081910  5.554667          0
## 2105      17.776053       46.002340  3.428096          0
## 2106      13.489424       65.307570  3.733140          0
## 2107      16.334776       68.697042  3.643687          0
## 2108       7.637198       75.201346  3.204796          0
## 2109      13.493983       58.861502  5.337987          0
## 2110      10.299787       87.652015  3.913602          0
## 2111      12.789958       69.577099  4.343060          0
## 2112      11.637607       79.473977  4.326394          0
## 2113      11.973577              NA  2.353338          0
## 2114      11.638475       58.661649  3.272286          0
## 2115      17.658652       82.417022  3.886603          0
## 2116      14.054691       68.976475  4.096841          0
## 2117      15.005737       70.050831  4.586448          0
## 2118      14.944675       79.463992  4.002129          0
## 2119      15.194724       42.289054  4.714163          0
## 2120      12.003832       75.641708  4.681366          0
## 2121      16.208928       70.852672  1.984615          0
## 2122      12.809956       15.684877  4.934986          0
## 2123      14.352031       59.860286  2.769164          0
## 2124      14.356101       71.444915  4.196429          0
## 2125      10.927590       51.220960  4.333667          0
## 2126      19.296765       31.007235  4.523558          0
## 2127      13.994461       68.020770  2.901535          0
## 2128      15.891079       66.087038  4.656317          0
## 2129      14.930982       46.780508  2.798158          0
## 2130      10.209153       70.495602  3.808913          0
## 2131      13.782579       76.273839  4.190484          0
## 2132      13.932293       50.748365  4.102719          0
## 2133      19.195322       73.657806  4.938389          0
## 2134       7.273399       88.790927  3.396185          0
## 2135      15.752252       69.195926  3.511985          0
## 2136      19.581926       80.084233  4.411058          0
## 2137      16.254483       67.680774  3.955917          0
## 2138      10.964183              NA  4.699483          0
## 2139       4.902888       72.084700  3.841163          0
## 2140      16.078500       89.093650  4.618165          0
## 2141      17.878956       67.104417  3.996581          0
## 2142      15.436185       65.205101  3.846607          0
## 2143      15.759417       35.710402  4.688955          0
## 2144      13.861775       77.015940  4.522432          0
## 2145      13.381575       80.686958  4.469431          0
## 2146      14.807893       61.963888  3.784121          0
## 2147      21.692974              NA  3.732170          0
## 2148      19.185921       35.786010  3.527565          0
## 2149      12.339004       46.259048  4.317531          0
## 2150      13.008180       86.185058  3.643379          0
## 2151       9.438369       57.851079  2.757857          0
## 2152      15.667044       83.691551  4.805641          0
## 2153       8.354867       69.001575  3.582882          0
## 2154      11.870382       52.247067  5.049464          0
## 2155      16.092975       68.799179  3.772078          0
## 2156      12.235175       45.950030  4.475148          0
## 2157       7.715740       67.333687  5.224655          0
## 2158      12.717352       75.398283  4.580372          0
## 2159      10.329558       65.180543  3.137280          0
## 2160       9.333898       38.542310  3.534126          0
## 2161       9.139903       63.765761  3.689241          0
## 2162       9.343334       46.638081  4.168242          0
## 2163       9.003647       60.725201  2.165682          0
## 2164      13.792034       77.872102  2.659978          0
## 2165      10.807557       59.912442  4.237698          0
## 2166      18.482185       87.697443  3.489939          0
## 2167      16.455404       64.688815  5.164945          0
## 2168      19.749408       74.295305  3.845423          0
## 2169      12.277989       51.628691  3.279006          0
## 2170      12.813028       51.095711  4.295738          0
## 2171      11.583353       73.946186  3.215740          0
## 2172      15.692771       86.378082  3.955154          0
## 2173      10.714241       60.255519  4.543685          0
## 2174      20.407809       70.340601  3.305588          0
## 2175      11.350768       44.574120  3.929178          0
## 2176      11.382543       81.235608  4.271581          0
## 2177      12.318942       70.203325  2.816075          0
## 2178      15.177534       68.003932  3.735983          0
## 2179      15.871770       68.911185  4.066229          0
## 2180      11.545477       56.715510  3.759326          0
## 2181      12.284334       54.473935  4.876273          0
## 2182      18.584959       77.730814  5.143750          0
## 2183      21.300647       90.394895  4.513201          0
## 2184      15.288782       37.787097  4.204186          0
## 2185      16.169212       78.925527  4.586748          0
## 2186      12.164736       89.477718  4.910911          0
## 2187      12.911509       69.526718  4.894830          0
## 2188      10.346574       72.573959  5.327585          0
## 2189      12.897635       57.780869  3.987012          0
## 2190      11.519669       83.277583  2.817258          0
## 2191      17.271656       70.135608  5.123872          0
## 2192       8.567580       58.062463  3.563610          0
## 2193      20.794371       70.346102  3.395332          0
## 2194      12.333237       75.114888  4.515322          0
## 2195      21.558863       70.547218  3.915991          0
## 2196      18.459890       59.700210  2.962433          0
## 2197      14.759257       41.275927  4.584566          0
## 2198      10.396796       74.326898  3.164188          0
## 2199      19.402149       40.290591  4.822958          0
## 2200      15.501543       34.246212  3.851154          0
## 2201       8.974388       59.708017  4.123239          0
## 2202      12.254262              NA  4.557707          0
## 2203      18.045432       91.851938  3.930291          0
## 2204      17.128023       84.798956  4.755158          0
## 2205      10.737800       59.512998  4.704866          0
## 2206      16.939374       62.695471  4.594761          0
## 2207      14.340818       42.800911  3.769832          0
## 2208      16.067376       77.810988  3.279888          0
## 2209      11.773964       62.855780  3.585737          0
## 2210      13.543180       46.169007  4.041580          0
## 2211       9.105813       65.327330  4.617533          0
## 2212       8.304288       73.153089  3.597760          0
## 2213      15.011893       65.199878  3.051608          0
## 2214      15.089083       52.791689  4.221306          0
## 2215      16.135732       60.393982  3.835332          0
## 2216      14.371148       77.928960  3.648744          0
## 2217      18.024005       76.159718  3.895104          0
## 2218      14.632401       75.434029  2.227371          0
## 2219      18.016991       66.188642  4.371806          0
## 2220      15.668908       35.365054  4.692218          0
## 2221      16.072774       45.633295  3.065508          0
## 2222      18.301574       49.342036  3.842625          0
## 2223      12.352311       41.032062  3.942709          0
## 2224      13.456484       60.923713  4.131933          0
## 2225       4.466772       65.954766  4.036720          0
## 2226      15.138653       48.384960  3.830884          0
## 2227      14.045191       97.627160  5.430350          0
## 2228      13.891834       85.758645  2.857687          0
## 2229      16.310146       78.019888  3.186823          0
## 2230      14.842673       69.006856  4.169924          0
## 2231      13.300688       65.318816  5.771715          0
## 2232      14.841182              NA  4.593764          0
## 2233      12.831113       91.092677  3.861684          0
## 2234      21.091602       51.939019  3.713110          0
## 2235      17.299740       89.077865  4.297995          0
## 2236      16.487323       48.589010  2.799441          0
## 2237      27.006707       59.937785  4.532020          0
## 2238      10.590137       81.957189  5.431837          0
## 2239      14.271722       74.644268  3.906526          0
## 2240      10.681349       52.415462  1.961475          0
## 2241      17.912652       71.151222  4.749424          0
## 2242      13.797578       51.415910  3.794033          0
## 2243      20.264678       78.900888  4.170658          0
## 2244      16.863668       73.017793  2.686069          0
## 2245       9.477756       92.892178  4.334122          0
## 2246      11.185554       76.067064  4.608319          0
## 2247      10.751904       63.758516  3.599625          0
## 2248      18.417954       65.448057  3.631107          0
## 2249      13.400389       73.058067  5.661984          0
## 2250      14.912109       49.356509  4.010809          0
## 2251      13.518052       77.979400  4.931460          0
## 2252      17.439493       86.856696  5.559985          0
## 2253      17.952822       60.068800  4.837268          0
## 2254      16.768604       41.995455  3.803909          0
## 2255      13.789985       78.620715  3.892667          0
## 2256      14.708603              NA  3.416625          0
## 2257      11.502316      112.412210  2.994259          0
## 2258      15.792574       55.366456  3.544537          0
## 2259      11.550620              NA  4.410729          0
## 2260      18.525207       57.238874  4.151890          0
## 2261      14.782837       93.440668  4.013477          0
## 2262      15.266331       86.680711  4.833508          0
## 2263      18.108365       66.133229  3.514097          0
## 2264      17.986255       58.986652  5.147055          0
## 2265      11.881668       53.659152  4.445907          0
## 2266       9.842433       77.241984  4.006632          0
## 2267      15.922648       77.315300  3.188805          0
## 2268       9.177842              NA  5.425795          0
## 2269      16.407803       60.182115  3.532936          0
## 2270      18.113485       40.401978  3.846830          0
## 2271       9.909315       59.167002  5.217131          0
## 2272      10.821321       55.190219  3.854772          0
## 2273      10.645164       64.209337  3.460998          0
## 2274      13.579349       68.152467  3.782728          0
## 2275      12.743570       66.899833  4.494460          0
## 2276      17.370262       37.835643  3.682780          0
## 2277      16.162941       46.100959  4.084660          0
## 2278      17.107160       86.067510  2.233894          0
## 2279      16.651415       68.313083  4.657695          0
## 2280      14.985649       83.536821  4.210678          0
## 2281      14.075787       66.367503  5.140449          0
## 2282      14.144772       86.950200  4.829754          0
## 2283      12.536626       75.343364  4.340987          0
## 2284      16.097627       54.591249  4.795407          0
## 2285      12.131600       74.126663  4.028042          0
## 2286      19.085484       87.801045  3.778302          0
## 2287       9.209972       48.937329  4.208923          0
## 2288      11.964914       81.386753  3.490002          0
## 2289      16.918916              NA  3.524414          0
## 2290      11.751718              NA  5.288487          0
## 2291       6.874315       54.648035  3.978747          0
## 2292      16.029989       72.301702  4.302016          0
## 2293      16.345685       79.369243  3.138971          0
## 2294      18.748201       82.186737  4.131912          0
## 2295      14.174063       76.317440  4.184874          0
## 2296       7.877739       93.302816  3.550311          0
## 2297       8.001415       36.007524  3.427066          0
## 2298      12.172053       57.356347  3.973576          0
## 2299      13.269004       66.076223  3.872027          0
## 2300      11.706095       94.775244  4.581477          0
## 2301      12.798187       76.413069  2.779902          1
## 2302      14.093402       56.801321  2.619421          1
## 2303       7.764144       55.876641  4.431829          1
## 2304      19.071935       72.871564  3.663775          1
## 2305      12.836710       55.404587  3.915382          1
## 2306      11.805625       35.433864  3.835306          1
## 2307       9.971476       94.984101  3.346057          1
## 2308      13.498665       62.954260  4.481261          1
## 2309      13.809874       85.381682  4.492387          1
## 2310      13.337748       68.850204  3.188477          1
## 2311      12.520933       68.872497  3.403798          1
## 2312      13.724087       52.860388  3.275581          1
## 2313       9.938445       50.159734  2.936611          1
## 2314      11.118073       72.290773  4.904367          1
## 2315      14.059708       75.822050  4.320101          1
## 2316      11.267398       68.192658  3.406210          1
## 2317      19.985555       61.120143  2.914057          1
## 2318      15.514119       64.444751  3.756397          1
## 2319      15.390304       43.882514  3.163936          1
## 2320      21.208477       71.920988  5.405567          1
## 2321      16.357375       71.627136  4.466936          1
## 2322      13.502580       53.696202  4.834023          1
## 2323       8.120979       48.259572  3.542528          1
## 2324      15.526043       63.008668  3.632607          1
## 2325      15.624310       68.370968  3.666824          1
## 2326      17.352586       67.407300  4.066157          1
## 2327      12.943634       76.824752  2.010729          1
## 2328      16.052838       28.682952  3.880576          1
## 2329      16.542239       64.826308  2.691610          1
## 2330      15.645130       73.885612  2.574192          1
## 2331      15.464582       60.046065  5.036017          1
## 2332       9.561964       57.773285  3.265854          1
## 2333      15.704323       48.299493  4.847520          1
## 2334       9.057549       48.029690  4.067414          1
## 2335       8.512225       54.915130  4.571406          1
## 2336      11.132150       69.260350  4.581395          1
## 2337      10.663801       87.993206  2.887023          1
## 2338      12.237608       46.069213  4.336648          1
## 2339      15.259598       53.671478  2.826112          1
## 2340      20.846445       69.437225  5.864498          1
## 2341      18.362218              NA  4.332640          1
## 2342      12.553094       60.627748  4.933468          1
## 2343      16.167186       68.082265  3.183864          1
## 2344      13.980891       85.943192  2.840097          1
## 2345      12.321633       52.631310  3.958609          1
## 2346      13.310224       70.048007  3.800553          1
## 2347      10.065225       76.513170  4.299543          1
## 2348      17.581557       50.266951  3.081736          1
## 2349       6.530429       68.100024  4.582157          1
## 2350      12.300193       55.706781  4.901038          1
## 2351      13.837352       71.512053  4.636729          1
## 2352      14.261369       57.952826  2.921797          1
## 2353      15.357290       59.990770  3.377451          1
## 2354      11.979157       18.015272  4.708269          1
## 2355      17.667366       36.058262  5.437429          1
## 2356       8.730149       49.895342  4.596347          1
## 2357      13.183432       68.904370  3.074815          1
## 2358      15.496329       72.545256  4.856444          1
## 2359      16.895725       61.725876  4.169661          1
## 2360      11.863370       49.598381  5.204044          1
## 2361      16.125741       80.058877  3.160818          1
## 2362      14.018056       58.841906  4.890416          1
## 2363      15.909471              NA  4.498069          1
## 2364      14.934850       48.018966  5.249070          1
## 2365      21.305197       76.039788  3.850135          1
## 2366      11.656913       70.161839  2.954093          1
## 2367      13.261538       66.229394  3.333243          1
## 2368      12.492179       41.696183  3.904063          1
## 2369      15.673883       53.955866  4.433286          1
## 2370      14.241965       31.705933  2.566049          1
## 2371      19.093599       81.393722  3.329504          1
## 2372      12.377083       75.112494  4.512332          1
## 2373      14.873626       56.464157  4.709403          1
## 2374      15.713149       67.049639  2.945672          1
## 2375      13.204220       77.880375  5.467936          1
## 2376      12.128377       59.789163  5.790838          1
## 2377      18.169921      124.000000  2.853767          1
## 2378      10.494609       83.118742  6.226580          1
## 2379      15.773825       35.338133  4.074408          1
## 2380      12.623104       85.241179  3.266029          1
## 2381      12.601122       80.625160  3.532438          1
## 2382      13.276638       84.551081  3.782517          1
## 2383      16.066561       82.860936  2.569468          1
## 2384      17.445656       77.598804  3.749921          1
## 2385      14.184036       54.559077  4.584319          1
## 2386      12.796347       81.103792  4.627464          1
## 2387      14.536852       76.157103  2.290411          1
## 2388       9.921623       82.660165  4.103534          1
## 2389      16.682025       70.470889  3.953335          1
## 2390      14.993740       82.861764  4.195539          1
## 2391      17.191646       42.864682  3.678957          1
## 2392      15.534904       61.151290  5.294159          1
## 2393      14.801684       62.535071  5.149542          1
## 2394      18.016760       72.428205  4.588758          1
## 2395      15.099588       62.971995  3.168031          1
## 2396      13.755926       35.057030  4.181254          1
## 2397      11.440747       85.051546  4.967976          1
## 2398      19.408144       79.555593  4.099169          1
## 2399      13.399392       75.934052  3.050198          1
## 2400      21.741144       80.012644  4.462046          1
## 2401      15.872221              NA  4.473976          1
## 2402      12.226676       69.289779  2.974871          1
## 2403      10.940975       24.914971  4.575874          1
## 2404      15.266615       68.926353  3.974972          1
## 2405      20.277571       85.840258  2.615257          1
## 2406      18.840383       89.914438  3.769504          1
## 2407      13.791245       46.662407  5.109312          1
## 2408      20.638076       70.795496  3.157560          1
## 2409      16.424227       58.157688  5.100552          1
## 2410      18.714478       77.447639  5.429782          1
## 2411      18.925674       72.649614  3.791373          1
## 2412      19.856184              NA  3.275725          1
## 2413      17.237871       62.522183  5.086699          1
## 2414      16.848512       47.003322  4.833027          1
## 2415       5.196717       55.466759  5.452362          1
## 2416      16.141286       79.705530  3.837926          1
## 2417      17.555578       53.341682  4.317554          1
## 2418      15.447842       51.188317  4.291669          1
## 2419      13.507232       63.273696  3.516238          1
## 2420      14.217373       91.614031  4.338056          1
## 2421      15.604460       45.492111  3.384649          1
## 2422      18.065015       36.152103  3.730793          1
## 2423      12.086675       44.980102  5.423767          1
## 2424       8.881999       78.419019  4.878944          1
## 2425      11.871900       79.765841  3.709509          1
## 2426      17.132369       59.871609  5.207683          1
## 2427      11.205533       57.313680  4.289237          1
## 2428       9.422745       55.459551  4.134943          1
## 2429      13.262439       47.112991  5.992325          1
## 2430      12.641968       55.701067  3.380360          1
## 2431      11.593431       46.504605  4.459394          1
## 2432      12.505601       83.916749  5.129528          1
## 2433      12.024866       63.642620  3.493054          1
## 2434      15.193704       88.785469  3.980920          1
## 2435      16.889098       96.899576  4.814917          1
## 2436      19.721288       53.719366  4.617093          1
## 2437      18.363573       80.124746  4.280793          1
## 2438      14.652334       80.340185  3.490173          1
## 2439      19.588327       48.118629  3.172375          1
## 2440      11.992772       79.860552  4.391731          1
## 2441       9.246908       34.249780  5.343285          1
## 2442      14.947676       43.576389  5.109935          1
## 2443      12.097920       71.338489  4.292042          1
## 2444      14.263396       64.959670  3.742256          1
## 2445      12.453160       59.804167  2.848371          1
## 2446      16.805990       41.607907  3.712682          1
## 2447      16.779566       51.052287  5.429266          1
## 2448       9.901730       70.269959  4.375599          1
## 2449      10.665030       63.727693  3.246794          1
## 2450      18.081003       63.363082  3.844231          1
## 2451      11.462825       80.921398  4.047381          1
## 2452      15.674210       69.551100  3.465331          1
## 2453      12.360292       65.750173  4.204699          1
## 2454      11.805005       61.696113  4.164773          1
## 2455      15.682821       91.860960  4.616089          1
## 2456      12.682869       83.567356  4.403877          1
## 2457      21.237899       65.704481  3.285187          1
## 2458      18.437835       69.466289  4.158249          1
## 2459      12.120956       42.218845  3.730185          1
## 2460      14.335395       62.654956  3.865296          1
## 2461      18.137805       68.753074  3.074799          0
## 2462      15.522773       84.403684  4.281313          0
## 2463      13.770783       59.872433  4.806017          0
## 2464      13.786737       97.241350  4.585322          0
## 2465      18.443031       42.815366  3.085179          0
## 2466      15.137781       68.608103  4.829323          0
## 2467      17.885877       75.939716  2.688643          0
## 2468      13.168299       40.052151  3.399945          0
## 2469      21.780373       80.488274  1.910117          0
## 2470      18.277277       78.929579  4.244173          0
## 2471       8.064296       70.190625  4.186726          0
## 2472      14.236013       74.638706  3.176433          0
## 2473      17.533954       55.030175  4.433257          0
## 2474      10.157139       79.310557  5.069983          0
## 2475      17.293732       67.252514  4.761701          0
## 2476      15.350873       62.896558  3.926599          0
## 2477      14.215817       82.066334  3.331787          0
## 2478      11.759852       62.348388  3.469561          0
## 2479      12.427395       55.732991  4.880512          0
## 2480      11.772464       67.297199  5.164260          0
## 2481      12.015868       63.698404  4.962329          0
## 2482      13.806406       85.679053  4.037939          0
## 2483      12.178520       34.194404  5.364172          0
## 2484      17.763343       79.747868  2.889578          0
## 2485      15.872474       67.976869  4.871406          0
## 2486      10.080116       69.904835  4.963535          0
## 2487       8.510883      100.232295  4.893657          0
## 2488      13.109898       58.801291  3.778023          0
## 2489      13.472758       89.412935  3.806093          0
## 2490      19.095664       50.663150  2.800428          0
## 2491      13.093262       25.061904  2.476674          0
## 2492      14.313987              NA  3.363403          0
## 2493      17.223237       83.871496  3.530941          0
## 2494      14.151538       74.831194  4.086176          0
## 2495      16.668446       65.542662  3.923766          0
## 2496      13.309723       46.853410  3.240419          0
## 2497      17.615229       54.217939  4.269753          0
## 2498      13.972014              NA  5.288777          0
## 2499      13.749363       43.744705  2.676594          0
## 2500      11.964072       63.925554  4.575578          0
## 2501      13.696893       64.205667  4.478070          0
## 2502      12.409910       48.560914  3.686074          0
## 2503      12.062534       72.595277  4.977324          0
## 2504      11.054093       47.183651  3.736380          0
## 2505      15.266726       56.989926  3.644107          0
## 2506      12.230908       68.836829  2.691485          0
## 2507      11.868480       51.875207  4.074387          0
## 2508      17.183180       40.916572  4.568843          0
## 2509      14.351341       84.798792  3.701895          0
## 2510      15.109191              NA  4.903914          0
## 2511      12.877960       68.750868  3.826063          0
## 2512      14.836624       42.168234  3.226035          0
## 2513      12.702489       72.102324  4.004161          0
## 2514      12.002323       76.021367  3.311808          0
## 2515      13.531264       96.944104  4.063276          0
## 2516      10.611556       70.069442  5.952325          0
## 2517      18.892393       80.346348  3.500849          0
## 2518      13.900089       52.892085  3.165391          0
## 2519      16.986365       82.440202  4.323990          0
## 2520      12.997823       69.867382  3.341369          0
## 2521      11.337489       69.425715  3.368533          0
## 2522      13.904710              NA  4.666295          0
## 2523      14.253308       40.974355  3.792777          0
## 2524       7.070771       76.383521  3.813436          0
## 2525      15.315515       48.973887  3.399048          0
## 2526      11.472016              NA  4.682391          0
## 2527       8.819491       76.373753  4.115321          0
## 2528      17.544485       54.798767  4.536181          0
## 2529      11.665995       60.281932  4.320684          0
## 2530      17.826838       38.337345  4.342738          0
## 2531      21.233978       68.163642  4.129985          0
## 2532      10.776321       69.114593  3.436986          0
## 2533      10.454029       73.779007  3.461350          0
## 2534      13.557381       60.571241  4.145807          0
## 2535      15.564637       81.421514  3.109696          0
## 2536      17.333153       68.183227  2.847875          0
## 2537      18.627126       82.955872  3.182805          0
## 2538      11.230408       71.821281  3.668220          0
## 2539      16.812767       94.356954  5.375902          0
## 2540      14.458591       70.000219  3.571863          0
## 2541      14.741240       64.183725  3.741067          0
## 2542      13.626624       75.952337  4.732954          0
## 2543      13.254689       61.057778  5.080498          0
## 2544      13.792535       54.463525  3.336582          0
## 2545      11.383954       75.219338  4.780616          0
## 2546      12.640414       46.854524  3.151768          0
## 2547       8.923594       68.316612  3.465638          0
## 2548      15.632268       72.457385  4.571824          0
## 2549      14.105872       84.740568  4.408560          0
## 2550      12.495189       79.295423  4.569760          0
## 2551      14.537850       62.246358  3.729873          0
## 2552      15.186342       50.837013  4.880120          0
## 2553      14.897001              NA  3.506503          0
## 2554      14.254682       68.763418  3.572519          0
## 2555      13.984156       60.159730  6.099632          0
## 2556       8.623795      102.246447  5.375157          0
## 2557      17.213676       64.975961  3.712473          0
## 2558      12.611736       80.186071  4.596924          0
## 2559      17.459888       46.953271  3.848307          0
## 2560      13.300024       52.162419  3.728785          0
## 2561      21.319607       60.126344  3.117918          0
## 2562      12.423380       73.914026  4.914809          0
## 2563      21.157991       40.096696  3.673136          0
## 2564      15.220967       43.360494  4.744007          0
## 2565      15.018138       44.887598  5.075214          0
## 2566       8.010420       79.085532  4.065148          0
## 2567      12.996761       42.989849  4.591997          0
## 2568      14.066057       77.185792  3.750447          0
## 2569      15.896958       57.196827  2.590635          0
## 2570      13.054030       66.553465  3.424250          0
## 2571      13.924732       63.802302  4.117288          0
## 2572      12.739818       85.027034  5.075520          0
## 2573      15.587206       55.835966  4.639387          0
## 2574       8.320276       53.775592  4.408812          0
## 2575      16.352220              NA  4.454641          0
## 2576      16.173730       68.246945  2.988611          0
## 2577      13.373369       65.909057  3.935514          0
## 2578      15.465256       70.105844  4.399902          0
## 2579       8.077156       49.270115  3.167712          0
## 2580      16.586205       81.712849  4.958937          0
## 2581      12.415430       54.095581  4.903632          0
## 2582      19.156261       58.265305  4.038984          0
## 2583      14.298579       46.113763  4.734874          0
## 2584      14.013542       85.215095  4.799013          0
## 2585      17.744096       77.817804  3.946621          0
## 2586      18.736380       24.734227  4.363336          0
## 2587      15.804451       64.486384  5.749586          0
## 2588      14.357648              NA  3.344285          0
## 2589      10.107462       55.286671  3.664463          0
## 2590      18.524320       67.226340  3.748741          0
## 2591      11.138459       71.704595  3.887362          0
## 2592      15.011414       69.805133  3.666870          0
## 2593      15.430847       64.564143  3.440300          0
## 2594      12.769070       82.826282  5.114129          0
## 2595      11.882861       45.706793  2.987672          0
## 2596      14.175317       69.949675  5.044306          0
## 2597      11.549877       56.499207  4.725347          0
## 2598      13.939425       73.990539  3.932210          0
## 2599       8.802847              NA  4.384868          0
## 2600       6.747761       83.186751  3.674225          0
## 2601      19.072827       61.560328  4.129301          0
## 2602      23.667667       73.233466  3.749009          0
## 2603      17.246698       82.197233  3.860807          0
## 2604      17.301617       64.070236  4.573968          0
## 2605      15.823074       70.758190  4.697041          0
## 2606      14.554220       60.612230  4.400706          0
## 2607       7.848313       70.977001  4.327356          0
## 2608      18.459408       60.993590  5.040461          0
## 2609      10.451629       84.178845  3.558445          0
## 2610      10.972150       63.293296  5.956753          0
## 2611      13.490788       65.366392  4.161586          0
## 2612      12.531684       44.887843  4.523106          0
## 2613      16.864722       81.526123  4.290435          0
## 2614      15.154628       81.746095  4.169005          0
## 2615      15.184509       80.231172  3.830577          0
## 2616      11.435980       28.993636  4.113536          0
## 2617       9.223072       69.703026  4.252220          0
## 2618      15.930051       83.262529  4.321856          0
## 2619      16.642815       62.647091  4.659395          0
## 2620      15.772438       97.199077  4.432271          0
## 2621      16.666613       69.580253  5.192117          0
## 2622      19.749079       61.790980  2.747333          0
## 2623      13.715504       42.078122  4.522599          0
## 2624      15.363599       70.823244  3.730899          0
## 2625      11.690091       57.049690  3.581037          0
## 2626      12.054439       51.892500  4.781323          0
## 2627      13.114965       60.162148  2.930365          0
## 2628      15.421034       36.446614  2.994780          0
## 2629      16.295837       44.288552  2.860993          0
## 2630      13.361778       52.952904  3.513255          0
## 2631      21.564489       93.740334  5.215590          0
## 2632      18.406139       54.852123  3.281921          0
## 2633      12.871599       78.732055  4.635243          0
## 2634      14.601443              NA  4.594919          0
## 2635      11.927552       78.576441  3.803724          0
## 2636      12.376686       89.904950  3.744204          0
## 2637       8.069436       63.664949  4.138994          0
## 2638       8.954520       72.620280  5.148138          0
## 2639       8.716667       56.188852  4.356279          0
## 2640      14.861377      103.322855  3.688298          0
## 2641      12.908755       91.856527  4.598787          0
## 2642      13.672647       54.492469  4.122850          0
## 2643      11.457624       61.110529  3.904270          0
## 2644      17.766397       53.541191  3.358061          0
## 2645      11.971417       62.004563  4.401152          0
## 2646      21.977158       33.279298  4.636739          0
## 2647      14.063370       64.368593  4.256415          0
## 2648      15.952680       67.878497  5.587396          0
## 2649      15.793392       68.797443  3.504751          0
## 2650      12.201950       65.909850  4.085055          0
## 2651      13.492536       82.753278  4.519210          0
## 2652      11.875184       56.029098  3.830699          0
## 2653      14.383585       70.072700  3.392657          0
## 2654      12.307109       88.892555  5.056379          0
## 2655      11.438175       77.508193  3.721426          0
## 2656      10.603280       94.949108  3.676246          0
## 2657      14.423404       56.460386  2.499832          0
## 2658      11.590707       91.680931  4.778808          0
## 2659      13.808923       70.714225  4.952508          0
## 2660      13.831877       73.824556  3.616701          0
## 2661      15.410764              NA  2.692389          0
## 2662      15.375616       32.681851  2.402337          0
## 2663      18.179149       70.312696  2.847844          0
## 2664       7.897724       54.913943  4.392257          0
## 2665      12.537466       61.581378  2.642004          0
## 2666      18.704279       59.730438  3.762682          0
## 2667      15.703707       54.013112  4.284387          0
## 2668      19.742815       58.658530  1.872573          0
## 2669      15.318048       75.376408  5.541322          0
## 2670      16.664900       48.357257  4.374797          0
## 2671      12.610799              NA  5.477700          0
## 2672      14.924058       41.121382  4.776536          0
## 2673      11.095878       66.820124  4.362034          0
## 2674      13.478150       60.058290  2.292574          0
## 2675      14.973970       47.012889  4.372333          0
## 2676       9.028359       78.933096  3.881794          0
## 2677      13.178069       80.604776  3.290106          0
## 2678      12.031863       69.292252  5.146443          0
## 2679      13.906082       95.382662  4.351335          0
## 2680      18.422985       68.474194  4.417194          0
## 2681       5.159380       55.528949  4.819970          0
## 2682       8.741258       76.310695  3.629218          0
## 2683      14.532854       66.037246  4.299732          0
## 2684      15.535979       87.083919  3.637895          0
## 2685      11.505803       60.773857  3.633761          0
## 2686      18.658886       53.303760  5.703963          0
## 2687      14.189856       82.054404  3.585431          0
## 2688      16.611458      104.373250  3.831540          0
## 2689      11.674318       48.358250  4.366861          0
## 2690      12.630182      108.265227  3.084216          0
## 2691      15.121055       55.507739  3.408300          0
## 2692      12.178788       66.864501  3.955091          0
## 2693      14.143989       69.016240  4.825179          0
## 2694      17.674565              NA  3.522486          0
## 2695       8.386407       49.658554  5.461473          0
## 2696      14.749090       58.356851  3.517153          0
## 2697      12.529680       60.435016  4.034041          0
## 2698      12.094513       74.718676  4.401413          0
## 2699      23.108016       76.094469  4.130972          0
## 2700      10.458874              NA  4.318516          0
## 2701      19.073996       75.903072  4.333402          0
## 2702      12.273073       75.256212  3.080866          0
## 2703       7.809445       77.879219  2.613532          0
## 2704      18.917584       51.485351  3.259749          0
## 2705      16.917901       60.436032  3.118039          0
## 2706      11.220817       67.646066  3.530574          0
## 2707      12.132425       65.499925  3.306393          0
## 2708      14.567819       57.822023  4.308570          0
## 2709      15.755402              NA  5.568265          0
## 2710      10.092087       46.629299  4.940015          1
## 2711      11.814852       86.308236  3.466264          1
## 2712      17.883592              NA  4.043711          1
## 2713      18.453951       46.345864  2.670977          1
## 2714      22.139958       51.534965  3.815228          1
## 2715      15.485378       69.670038  3.724824          1
## 2716      13.261143       74.193995  4.188928          1
## 2717      13.055894       58.768613  4.148223          1
## 2718      16.635476       61.073710  4.849755          1
## 2719      15.174664       60.077852  3.652003          1
## 2720      16.331421       92.643383  3.706266          1
## 2721      15.725467       57.683067  3.793329          1
## 2722      17.212455       85.114196  4.196558          1
## 2723      21.142053       44.149348  3.730370          1
## 2724      13.076007       64.230942  2.964181          1
## 2725      13.246995       33.380354  1.641515          1
## 2726      11.753046       51.559465  4.602027          1
## 2727      14.966532       53.144979  2.633891          1
## 2728      11.260914       69.047159  3.086500          1
## 2729      11.010545       99.996286  2.951961          1
## 2730      14.200557       75.555219  3.424761          1
## 2731      11.455203       57.150958  5.136780          1
## 2732      16.088648       75.671329  3.955847          1
## 2733      15.208691       75.575056  4.141552          1
## 2734      13.787264       87.839050  5.184442          1
## 2735      14.646685       77.373813  3.436967          1
## 2736      13.778226       49.900899  3.820866          1
## 2737      13.715804       55.989796  3.030108          1
## 2738       9.064445       68.827047  3.592496          1
## 2739      16.926175       62.557900  4.306581          1
## 2740      16.710056       33.563040  3.888177          1
## 2741      15.916605       47.935105  4.512068          1
## 2742      18.228749       57.365541  2.939213          1
## 2743      19.676169       23.075806  3.787476          1
## 2744      15.220021       61.799014  3.751324          1
## 2745      13.172721       60.457764  5.068470          1
## 2746      11.482187       59.998554  3.540384          1
## 2747      13.611408       36.335199  3.007138          1
## 2748      15.671203       61.364421  3.447111          1
## 2749      11.831691       68.387613  3.870681          1
## 2750      21.917377       58.839203  3.900211          1
## 2751      10.392937       59.659209  4.706775          1
## 2752      17.548425       74.402702  2.483643          1
## 2753      17.728389       69.508526  4.864866          1
## 2754      16.162059       84.931402  3.477245          1
## 2755      21.887088       91.066356  3.355765          1
## 2756      14.319384       39.497264  5.404818          1
## 2757      10.675518       54.081094  5.059362          1
## 2758      15.434513       74.992520  6.307678          1
## 2759      13.800071       58.219800  3.685593          1
## 2760      14.697845       41.753727  4.498818          1
## 2761      12.587048       49.585573  4.190311          1
## 2762      11.650393       47.640014  3.644388          1
## 2763      18.722860       64.390521  2.174898          1
## 2764      14.173906              NA  3.636495          1
## 2765      16.557177       74.435389  4.612536          1
## 2766      13.836280       70.206740  3.600220          1
## 2767      13.134917       69.590806  3.819947          1
## 2768      17.486815       32.920720  3.948304          1
## 2769      18.285882       74.512565  5.473663          1
## 2770      12.405913       73.217990  3.986460          1
## 2771      14.723055       62.634449  4.671448          1
## 2772      15.183646       63.416787  2.188702          1
## 2773      22.641598       61.578461  3.417076          1
## 2774      12.609077       55.617760  3.566435          1
## 2775      14.163607       53.313046  3.626990          1
## 2776      16.151600       45.647388  5.070254          1
## 2777      15.785509       86.128613  2.471786          1
## 2778      12.982476       81.159239  4.510578          1
## 2779      16.820615       59.183190  3.227849          1
## 2780      15.772334       52.033845  4.058626          1
## 2781      19.538635       46.861384  4.333689          1
## 2782      17.684655       72.343812  4.153783          1
## 2783      14.706810       67.844849  4.562198          1
## 2784      10.208344       52.248517  5.709690          1
## 2785       9.784777       86.695451  2.743890          1
## 2786      12.387633       53.150765  3.071350          1
## 2787      11.665297       80.698214  2.807130          1
## 2788      14.004449              NA  3.629250          1
## 2789      13.515236       85.345585  3.900421          1
## 2790      17.128155              NA  3.701288          1
## 2791      13.665328       87.131873  3.919827          1
## 2792      12.458830       65.399484  3.324113          1
## 2793       9.475981       79.852330  3.710958          1
## 2794      10.665799       51.552301  4.561220          1
## 2795      12.289238       39.978096  4.816304          1
## 2796      17.060491       70.293339  3.188641          1
## 2797      19.125825       65.639328  1.844372          1
## 2798       9.793010       89.919916  4.462408          1
## 2799      12.427378       83.762653  3.787426          1
## 2800       8.667720       39.804179  3.410511          1
## 2801      18.423634       67.009098  4.097360          1
## 2802      10.446590       52.289484  4.697153          1
## 2803      12.594197       51.625213  3.695615          1
## 2804      15.505992       64.624944  4.899611          1
## 2805      15.496887       68.608402  5.076147          1
## 2806      13.728883       69.268120  4.614370          1
## 2807      14.773005       85.680836  4.981834          1
## 2808      16.404805       46.139183  3.735204          1
## 2809      10.985422       76.126352  3.291943          1
## 2810      14.410778       74.984937  4.528575          1
## 2811      12.195094       77.523430  4.128525          1
## 2812      11.384858       71.153285  3.293848          1
## 2813       7.923398       79.697764  4.622736          1
## 2814      20.302337       61.520687  4.178960          1
## 2815      17.731523       58.354856  3.979297          1
## 2816       7.701010       63.293585  2.901432          1
## 2817      19.370328              NA  3.021574          1
## 2818      18.076938       70.793036  4.723231          1
## 2819       8.803475              NA  5.821826          1
## 2820      22.166321       87.399122  4.549917          1
## 2821      10.674582       51.876955  3.893327          1
## 2822      12.562615       51.353052  3.422110          1
## 2823      13.166416       68.890620  3.412853          1
## 2824      18.376802       45.306539  4.340149          1
## 2825      18.909035       67.963342  4.031496          1
## 2826      16.351912       68.910337  2.663921          1
## 2827       9.969701       82.492595  4.935240          1
## 2828       9.893655       52.157787  3.592912          1
## 2829      13.542213       77.227003  3.386363          1
## 2830      12.388549       62.743383  4.261504          1
## 2831      12.367109       57.530659  5.393476          1
## 2832      14.943585       84.254264  3.054045          1
## 2833      15.963752       52.950023  4.489545          1
## 2834      13.364677      103.380210  4.949257          1
## 2835      15.981068       62.320048  3.549608          1
## 2836      14.507013       68.233386  3.855636          1
## 2837      10.983344       76.645734  4.270973          1
## 2838      15.954655       64.363793  3.920607          1
## 2839      20.314691       60.521593  4.350207          1
## 2840      14.154955       50.655001  4.763579          1
## 2841      13.942812       69.394418  3.160917          1
## 2842      14.994662       55.893916  2.939593          1
## 2843      11.398007       81.288382  2.091787          1
## 2844       7.025536       78.502271  2.998066          1
## 2845      16.618053       69.412284  3.969740          1
## 2846       5.980339       57.203089  3.210753          1
## 2847      11.878370       79.394008  3.966259          1
## 2848      16.340159       72.093610  3.125609          1
## 2849      20.130483       66.735044  2.904453          1
## 2850      14.245091       71.983851  4.477351          1
## 2851      13.939193       84.315400  3.789196          1
## 2852      12.425426       69.990128  3.673088          1
## 2853      17.958968       78.587538  3.537041          1
## 2854      11.103467       63.826010  4.063826          1
## 2855      11.775110       58.176255  4.473887          1
## 2856       6.134210       46.655429  4.991675          1
## 2857      17.847827      101.466825  3.078479          1
## 2858      13.904652       77.532042  4.113585          1
## 2859      10.269402       61.159327  3.406563          1
## 2860      14.955890       67.169816  3.755660          1
## 2861      16.948292       75.886160  4.010235          1
## 2862      12.032377       68.599830  4.642719          1
## 2863      10.827840       52.112707  4.179450          1
## 2864      11.565242       78.878604  4.448671          1
## 2865      22.045457       61.514342  3.976873          1
## 2866      10.974207       65.782453  4.771444          1
## 2867       9.702581       64.361116  4.789052          1
## 2868      18.952797       92.347375  3.908075          1
## 2869      15.142667       74.448559  3.529191          0
## 2870      19.103152       52.577451  2.209092          0
## 2871      14.447961       90.224844  4.410674          0
## 2872      12.534560       48.463588  3.530623          0
## 2873      18.863094       69.626325  5.222077          0
## 2874      11.835535       49.679696  4.464244          0
## 2875      17.528839      101.851393  4.133696          0
## 2876       8.567973       70.765532  3.214286          0
## 2877      17.346504       85.292925  3.112317          0
## 2878       8.517762       64.831248  3.652264          0
## 2879      17.152945       43.385914  4.078277          0
## 2880      22.823293       76.469426  4.479628          0
## 2881      19.126695       61.520018  3.167583          0
## 2882      11.776193       55.816510  3.838721          0
## 2883      13.975826       54.637705  3.503819          0
## 2884       9.320040       51.545335  3.898671          0
## 2885      14.713229       83.627824  2.408049          0
## 2886      14.807579      101.248253  3.962525          0
## 2887      21.118938       55.932324  4.128746          0
## 2888      17.811900       66.779338  4.210975          0
## 2889      15.331166       75.687401  4.141342          0
## 2890      16.741463       74.251544  4.728494          0
## 2891      14.504058       58.514082  4.445946          0
## 2892       8.662215       85.157127  4.986069          0
## 2893      12.350038       73.809577  3.185083          0
## 2894      18.875941       76.982658  5.016188          0
## 2895      16.876927       58.974053  4.606058          0
## 2896      17.192564       85.883523  2.531075          0
## 2897      18.443786       66.242699  3.776100          0
## 2898      12.704827       66.777600  4.622668          0
## 2899      13.114365       40.612909  4.266869          0
## 2900      12.033344       61.141119  4.948443          0
## 2901      14.351241       70.052720  4.275288          0
## 2902      15.786497              NA  4.345013          0
## 2903       9.250628       47.388740  4.216454          0
## 2904      16.036914       67.264669  3.527893          0
## 2905      11.319488       78.898515  4.374333          0
## 2906      11.186939       72.566400  3.708526          0
## 2907      20.421472       87.052576  3.470812          0
## 2908      13.372625       58.095555  4.280669          0
## 2909      14.669448       78.801371  4.742163          0
## 2910      13.879724       95.553055  3.413573          0
## 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              NA  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      15.098571       62.999999  3.580523          0
## 2929      21.145954              NA  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              NA  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              NA  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              NA  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              NA  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              NA  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              NA  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              NA  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       77.293940  4.814235          0
## 3089      14.286493       56.347830  3.842109          0
## 3090      12.365538       45.822004  4.179198          0
## 3091      15.216930              NA  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              NA  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              NA  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              NA  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              NA  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              NA  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              NA  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              NA  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              NA  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
head(water_potability)
##         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      18.436524
## 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
##   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
str (water_potability)
## '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 ...
summary(water_potability)
##        ph            Hardness          Solids         Chloramines    
##  Min.   : 0.000   Min.   : 47.43   Min.   :  320.9   Min.   : 0.352  
##  1st Qu.: 6.093   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   : 7.081   Mean   :196.37   Mean   :22014.1   Mean   : 7.122  
##  3rd Qu.: 8.062   3rd Qu.:216.67   3rd Qu.:27332.8   3rd Qu.: 8.115  
##  Max.   :14.000   Max.   :323.12   Max.   :61227.2   Max.   :13.127  
##  NA's   :491                                                         
##     Sulfate       Conductivity   Organic_carbon  Trihalomethanes  
##  Min.   :129.0   Min.   :181.5   Min.   : 2.20   Min.   :  0.738  
##  1st Qu.:307.7   1st Qu.:365.7   1st Qu.:12.07   1st Qu.: 55.845  
##  Median :333.1   Median :421.9   Median :14.22   Median : 66.622  
##  Mean   :333.8   Mean   :426.2   Mean   :14.28   Mean   : 66.396  
##  3rd Qu.:360.0   3rd Qu.:481.8   3rd Qu.:16.56   3rd Qu.: 77.337  
##  Max.   :481.0   Max.   :753.3   Max.   :28.30   Max.   :124.000  
##  NA's   :781                                     NA's   :162      
##    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  
## 
levels(data)
## NULL
colnames(data)
## NULL
cat("Jumlah NA sebelum:", sum(is.na(data)), "\n")
## Warning in is.na(data): is.na() applied to non-(list or vector) of type
## 'closure'
## Jumlah NA sebelum: 0
data <- na.omit(data)
cat("Jumlah NA sesudah:", sum(is.na(data)), "\n")
## Warning in is.na(data): is.na() applied to non-(list or vector) of type
## 'closure'
## Jumlah NA sesudah: 0
sum(is.na(data))
## Warning in is.na(data): is.na() applied to non-(list or vector) of type
## 'closure'
## [1] 0
str(water_potability$Potability)
##  int [1:3276] 0 0 0 0 0 0 0 0 0 0 ...
library(caTools)
water_data <- water_potability
# Split data dengan pengecekan
if(exists("water_data") && "Potability" %in% names(water_data)) {
  split <- caTools::sample.split(water_data$Potability, SplitRatio = 0.7)
  train_set <- subset(water_data, split == TRUE)
  test_set <- subset(water_data, split == FALSE)
} else {
  stop("Dataset tidak valid atau kolom Potability tidak ditemukan")
}
library(randomForest)
# Cek total missing values per kolom
colSums(is.na(water_data))
##              ph        Hardness          Solids     Chloramines         Sulfate 
##             491               0               0               0             781 
##    Conductivity  Organic_carbon Trihalomethanes       Turbidity      Potability 
##               0               0             162               0               0
# Cek khusus kolom Potability
sum(is.na(water_data$Potability))
## [1] 0
water_data_clean <- na.omit(water_data)
split <- sample.split(water_data_clean$Potability, SplitRatio = 0.7)
train_set <- subset(water_data_clean, split == TRUE)
test_set <- subset(water_data_clean, split == FALSE)
library(randomForest)

1. Preprocessing

water_data$Potability <- as.factor(water_data$Potability)
water_data_clean <- na.omit(water_data)

2. Split data

set.seed(123)
split <- sample.split(water_data_clean$Potability, SplitRatio = 0.7)
train_set <- subset(water_data_clean, split == TRUE)
test_set <- subset(water_data_clean, split == FALSE)

3. Model klasifikasi

model_rf <- randomForest(
  Potability ~ .,
  data = train_set,
  ntree = 500,
  mtry = sqrt(ncol(train_set)-1),  # Rule of thumb untuk klasifikasi
  importance = TRUE
)

print(model_rf)
## 
## Call:
##  randomForest(formula = Potability ~ ., data = train_set, ntree = 500,      mtry = sqrt(ncol(train_set) - 1), importance = TRUE) 
##                Type of random forest: classification
##                      Number of trees: 500
## No. of variables tried at each split: 3
## 
##         OOB estimate of  error rate: 32.24%
## Confusion matrix:
##     0   1 class.error
## 0 711 129   0.1535714
## 1 325 243   0.5721831
str(train_set)
## 'data.frame':    1408 obs. of  10 variables:
##  $ ph             : num  8.32 5.58 11.18 7.36 6.35 ...
##  $ Hardness       : num  214 188 227 166 187 ...
##  $ Solids         : num  22018 28749 25485 32453 41065 ...
##  $ Chloramines    : num  8.06 7.54 9.08 7.55 9.63 ...
##  $ Sulfate        : num  357 327 404 327 364 ...
##  $ Conductivity   : num  363 280 564 425 517 ...
##  $ Organic_carbon : num  18.4 8.4 17.9 15.6 11.5 ...
##  $ Trihalomethanes: num  100.3 54.9 72 78.7 75.1 ...
##  $ Turbidity      : num  4.63 2.56 4.37 3.66 4.38 ...
##  $ Potability     : Factor w/ 2 levels "0","1": 1 1 1 1 1 1 1 1 1 1 ...
str(test_set) 
## 'data.frame':    603 obs. of  10 variables:
##  $ ph             : num  9.09 10.22 8.64 7.12 7.37 ...
##  $ Hardness       : num  181 248 203 157 214 ...
##  $ Solids         : num  17979 28750 13672 18731 25630 ...
##  $ Chloramines    : num  6.55 7.51 4.56 3.61 4.43 ...
##  $ Sulfate        : num  310 394 303 282 336 ...
##  $ Conductivity   : num  398 284 475 348 470 ...
##  $ Organic_carbon : num  11.6 13.8 12.4 15.9 12.5 ...
##  $ Trihalomethanes: num  32 84.6 62.8 79.5 62.8 ...
##  $ Turbidity      : num  4.08 2.67 4.4 3.45 2.56 ...
##  $ Potability     : Factor w/ 2 levels "0","1": 1 1 1 1 1 1 1 1 1 1 ...
predictions <- predict(model_rf, newdata = test_set)
if(!exists("test_set")) {
  stop("Error: Data test tidak ditemukan. Pastikan:
       1. Anda sudah menjalankan chunk split data
       2. Nama variabel test set benar")
} else {
  predictions <- predict(model_rf, newdata = test_set)
}
pred_rf <- predict(model_rf, test_set)
conf_matrix <- confusionMatrix(pred_rf, as.factor(test_set$Potability))
conf_matrix
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction   0   1
##          0 321 146
##          1  39  97
##                                           
##                Accuracy : 0.6932          
##                  95% CI : (0.6547, 0.7298)
##     No Information Rate : 0.597           
##     P-Value [Acc > NIR] : 6.165e-07       
##                                           
##                   Kappa : 0.3133          
##                                           
##  Mcnemar's Test P-Value : 6.529e-15       
##                                           
##             Sensitivity : 0.8917          
##             Specificity : 0.3992          
##          Pos Pred Value : 0.6874          
##          Neg Pred Value : 0.7132          
##              Prevalence : 0.5970          
##          Detection Rate : 0.5323          
##    Detection Prevalence : 0.7745          
##       Balanced Accuracy : 0.6454          
##                                           
##        'Positive' Class : 0               
## 
accuracy <- conf_matrix$overall["Accuracy"]
paste("Akurasi Model Random Forest:", round(accuracy * 100, 2), "%")
## [1] "Akurasi Model Random Forest: 69.32 %"

7. Feature Importance

importance(model_rf)
##                         0          1 MeanDecreaseAccuracy MeanDecreaseGini
## ph              25.584567 25.5871591           34.5469062         95.27738
## Hardness        12.962473  3.7821703           12.2120285         78.01950
## Solids           8.259160 10.9939550           13.0793729         74.20414
## Chloramines      7.475890  8.2759643           10.5668794         76.44848
## Sulfate         26.070102 26.7385312           36.0547702        103.03455
## Conductivity    -1.751732  2.4300087            0.3163780         62.64258
## Organic_carbon   1.192031 -0.8449098            0.3576554         63.64946
## Trihalomethanes -1.336609  2.0299080            0.2813508         63.94942
## Turbidity       -1.469688 -2.6498759           -2.7210872         59.95283
varImpPlot(model_rf, main = "Feature Importance - Random Forest")

library(pROC)
## Warning: package 'pROC' was built under R version 4.4.3
## Type 'citation("pROC")' for a citation.
## 
## Attaching package: 'pROC'
## The following objects are masked from 'package:stats':
## 
##     cov, smooth, var
# Generate ROC curve jika belum ada
if(!exists("roc_curve")) {
  predictions_prob <- predict(model_rf, newdata = test_set, type = "prob")[,2]
  roc_curve <- roc(test_set$Potability, predictions_prob)
}
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
# Plot ROC curve
plot(roc_curve, main = "ROC Curve", col = "blue", lwd = 2)
abline(a = 0, b = 1, lty = 2)  # Garis diagonal acak