1 Thư viện sử dụng

library(AER)
## Warning: package 'AER' was built under R version 4.3.1
## Loading required package: car
## Warning: package 'car' was built under R version 4.3.1
## Loading required package: carData
## Warning: package 'carData' was built under R version 4.3.1
## Loading required package: lmtest
## Warning: package 'lmtest' was built under R version 4.3.1
## Loading required package: zoo
## Warning: package 'zoo' was built under R version 4.3.1
## 
## Attaching package: 'zoo'
## The following objects are masked from 'package:base':
## 
##     as.Date, as.Date.numeric
## Loading required package: sandwich
## Warning: package 'sandwich' was built under R version 4.3.1
## Loading required package: survival
library(DescTools)
## Warning: package 'DescTools' was built under R version 4.3.1
## 
## Attaching package: 'DescTools'
## The following object is masked from 'package:car':
## 
##     Recode

2 BÀI TẬP TẠI LỚP

2.1 Trích xuất dữ liệu từ một dataframe có sẵn

Trong một số trường hợp chúng ta có thể không sử dụng hết các biến số hoặc tất cả các quan sát trong 1 file dữ liệu, chúng ta có thể trích dữ liệu từ 1 dataframe có sẵn bằng những câu lệnh đơn giản, trong nội dung này chúng ta sử dụng bộ số liệu CPS1988.csv để làm ví dụ minh họa.

Trước hết chúng ta cài package “AER”, sau đó gọi bộ dữ liệu CPS1988 bằng câu lệnh CPS1988:câu lệnh cho biết chi tiết các biến của đối tượng CPS1988.

install.packages("AER")
## Warning: package 'AER' is in use and will not be installed
library(AER)
data("CPS1988")
CPS1988
##           wage education experience ethnicity smsa    region parttime
## 1       354.94         7         45      cauc  yes northeast       no
## 2       123.46        12          1      cauc  yes northeast      yes
## 3       370.37         9          9      cauc  yes northeast       no
## 4       754.94        11         46      cauc  yes northeast       no
## 5       593.54        12         36      cauc  yes northeast       no
## 6       377.23        16         22      cauc  yes northeast       no
## 7       284.90         8         51      cauc  yes northeast       no
## 8       561.13        12         34      cauc  yes northeast       no
## 9       264.06        12          0      cauc  yes northeast       no
## 10     1643.83        14         18      cauc  yes northeast       no
## 11      474.83        12         17      cauc  yes northeast       no
## 12      299.15         8         42      cauc  yes northeast       no
## 13      244.88        10         10      cauc  yes northeast       no
## 14      474.83        14         19      cauc   no northeast       no
## 15      213.68        12         40      cauc   no northeast       no
## 16      864.20        16         42      cauc   no northeast       no
## 17      841.93        14         27      cauc   no northeast       no
## 18      301.96        16         -1      cauc   no northeast       no
## 19      669.28        12         17      cauc   no northeast       no
## 20      403.61        12         42      cauc   no northeast       no
## 21      403.61        12         25      cauc   no northeast       no
## 22      476.54        12         15      cauc   no northeast       no
## 23      536.56        16         26      cauc   no northeast       no
## 24     1018.52        11          4      cauc  yes northeast       no
## 25      339.21        13         17      cauc  yes northeast       no
## 26      546.06        12         16      cauc  yes northeast       no
## 27      251.95        14          4      cauc  yes northeast       no
## 28      522.32        16         20      cauc  yes northeast       no
## 29      204.18        12          6      cauc  yes northeast       no
## 30     1419.75        10         35      cauc  yes northeast       no
## 31      208.50        10          4      cauc  yes northeast       no
## 32     1283.53        16         10      cauc   no northeast       no
## 33      586.42        13         22      cauc   no northeast       no
## 34      750.24        12         20      cauc   no northeast       no
## 35      370.37        12         36      cauc  yes northeast       no
## 36      510.45        12         10      cauc  yes northeast       no
## 37      343.21        12         10      cauc   no northeast       no
## 38      166.67        12         51      cauc   no northeast      yes
## 39      795.35        12         12      cauc   no northeast       no
## 40      338.48        12         17      cauc   no northeast       no
## 41      222.93        11         41      cauc   no northeast      yes
## 42      997.15        18         14      cauc  yes northeast       no
## 43      277.78        11         40      cauc  yes northeast      yes
## 44      593.54        12         38      cauc  yes northeast       no
## 45      420.23        16          6      cauc  yes northeast       no
## 46      427.35         6         47      cauc   no northeast       no
## 47      522.32        12         26      cauc   no northeast       no
## 48      296.30        12          3      cauc   no northeast       no
## 49      783.48        18         12      cauc   no northeast       no
## 50      427.35         6         41      cauc   no northeast       no
## 51      712.25        12         18      cauc  yes northeast       no
## 52      641.03        12         32      cauc   no northeast       no
## 53      759.73        13         28      cauc  yes northeast       no
## 54      594.52        12         18      cauc  yes northeast       no
## 55      284.90        16          2      cauc  yes northeast      yes
## 56      771.60        15         18      cauc  yes northeast       no
## 57     1851.85        17         14      cauc  yes northeast       no
## 58     1009.02        14          9      cauc  yes northeast       no
## 59     1210.83        18         13      cauc  yes northeast       no
## 60      752.54        14         29      cauc  yes northeast       no
## 61      246.91        16         20      cauc  yes northeast       no
## 62      835.71        18         26      cauc  yes northeast       no
## 63     1182.34        14         23      cauc  yes northeast       no
## 64      109.04        12          1      cauc  yes northeast      yes
## 65      123.46        11          3      cauc  yes northeast      yes
## 66     1028.02        18         12      cauc  yes northeast       no
## 67      688.51        18          5      cauc  yes northeast       no
## 68      688.51        16         14      cauc  yes northeast       no
## 69      358.02        12          1      cauc  yes northeast       no
## 70      368.00        13         16      cauc  yes northeast       no
## 71      197.53        11          1      cauc  yes northeast       no
## 72      379.87        12          8      cauc   no northeast       no
## 73      432.10        17          7      cauc   no northeast       no
## 74      403.61        15          4      cauc   no northeast       no
## 75       53.31        16          0      cauc   no northeast      yes
## 76      189.93        12         28      cauc   no northeast       no
## 77      332.38        12          2      cauc   no northeast       no
## 78      474.83        12         22      cauc  yes northeast       no
## 79      275.81        11          2      cauc  yes northeast       no
## 80      522.32        14         10      cauc  yes northeast       no
## 81       61.73        12         46      cauc   no northeast      yes
## 82      356.13        12         47      cauc   no northeast       no
## 83      546.06        12         24      cauc   no northeast       no
## 84      444.06        12         41      cauc   no northeast       no
## 85      569.80         8         36      cauc  yes northeast       no
## 86      555.56        12         26      cauc   no northeast       no
## 87      308.64        12         11      cauc   no northeast       no
## 88      474.83        16         18      cauc   no northeast       no
## 89      237.42        12          7      cauc   no northeast       no
## 90      302.59        12          4      cauc   no northeast       no
## 91      262.30        12          2      cauc   no northeast       no
## 92      430.03         8         40      cauc   no northeast       no
## 93      441.26        12         43      cauc   no northeast       no
## 94      261.16         9         43      cauc   no northeast       no
## 95      237.42        12         11      cauc   no northeast       no
## 96     1610.31        12         19      cauc   no northeast       no
## 97     1047.01        16         14      cauc   no northeast       no
## 98      949.67        17         17      cauc   no northeast       no
## 99     1020.89        18         17      cauc   no northeast       no
## 100     688.51        18         16      cauc   no northeast       no
## 101     133.14        14         19      cauc  yes northeast      yes
## 102     664.77        16          6      cauc  yes northeast       no
## 103     759.73        12         13      cauc  yes northeast       no
## 104     641.03        12         16      cauc  yes northeast       no
## 105     379.87        10         12      cauc  yes northeast       no
## 106     246.91        10         18      cauc  yes northeast       no
## 107     339.51        12         11      cauc  yes northeast      yes
## 108     496.51        12         15      cauc  yes northeast       no
## 109     651.11         8         33      cauc   no northeast       no
## 110     352.73        12         44      cauc   no northeast       no
## 111     712.25        12         39      cauc   no northeast       no
## 112     493.83        12         19      cauc   no northeast       no
## 113      74.07        12         45      cauc  yes northeast      yes
## 114     474.83        14         46      cauc   no northeast       no
## 115     878.44        18         16      cauc  yes northeast       no
## 116    1025.64        16         29      cauc  yes northeast       no
## 117     356.13        14          4      cauc  yes northeast       no
## 118     197.53        10          8      cauc  yes northeast       no
## 119     641.03        13         27      cauc   no northeast       no
## 120     284.90        12         15      cauc   no northeast       no
## 121     493.83        12          6      cauc   no northeast       no
## 122     807.22        12         41      cauc   no northeast       no
## 123    1044.63        12         39      cauc   no northeast       no
## 124     346.63        14         28      cauc  yes northeast       no
## 125     201.43        12         49      cauc  yes northeast      yes
## 126     498.58        12         10      cauc   no northeast       no
## 127     261.16        12         22      cauc   no northeast       no
## 128     587.89        18         14      cauc   no northeast       no
## 129     569.80        12         29      cauc   no northeast       no
## 130     612.73        15         22      cauc   no northeast       no
## 131     227.92        12         27      cauc   no northeast       no
## 132      71.23        12          1      cauc   no northeast       no
## 133    1685.66        18         14      cauc  yes northeast       no
## 134     949.67        17         17      cauc  yes northeast       no
## 135     166.19        11         22      cauc  yes northeast       no
## 136     593.54        14         18      cauc  yes northeast       no
## 137     783.48        16         20      cauc  yes northeast       no
## 138     902.18        12         16      cauc  yes northeast       no
## 139     427.35        12         14      cauc  yes northeast       no
## 140     783.48        12         25      cauc  yes northeast       no
## 141     308.64        13         -1      cauc  yes northeast       no
## 142     688.51        12         17      cauc   no northeast       no
## 143     302.47        12         28      cauc   no northeast       no
## 144     617.28        12         20      cauc   no northeast       no
## 145     641.03        14         20      cauc   no northeast       no
## 146     202.47        16         17      cauc   no northeast       no
## 147     546.06        12          9      cauc   no northeast       no
## 148     782.90        12         18      cauc   no northeast       no
## 149     854.70        14         20      cauc   no northeast       no
## 150     759.73        16         17      cauc   no northeast       no
## 151     661.38        14         -1      cauc   no northeast       no
## 152     332.38        15          3      cauc   no northeast       no
## 153     735.49         5         37      cauc   no northeast       no
## 154     316.56        12          0      cauc   no northeast      yes
## 155     664.77        10          7      cauc   no northeast       no
## 156     688.51        12         36      cauc   no northeast       no
## 157     637.71        12         38      cauc   no northeast       no
## 158     410.73        14         18      cauc   no northeast       no
## 159     249.29        14         25      cauc   no northeast       no
## 160     209.88        12         26      cauc   no northeast       no
## 161     504.27        13         24      cauc   no northeast       no
## 162     269.44         9         29      cauc   no northeast       no
## 163     119.35        12          0      cauc   no northeast      yes
## 164     759.73         8         43      cauc   no northeast       no
## 165     338.32        12         24      cauc   no northeast       no
## 166     807.22        12         37      cauc   no northeast       no
## 167     332.38        12         20      cauc   no northeast       no
## 168     712.25        16         11      cauc  yes northeast       no
## 169     846.98        18         15      cauc   no northeast       no
## 170     707.50        13         28      cauc   no northeast       no
## 171     653.59        16         36      cauc   no northeast       no
## 172     324.07        15          0      cauc   no northeast      yes
## 173     391.74        12         14      cauc   no northeast       no
## 174     395.06        14          2      cauc   no northeast       no
## 175     378.09        12          0      cauc   no northeast       no
## 176     379.87        12         12      cauc   no northeast       no
## 177     256.41        12         20      cauc   no northeast       no
## 178     318.00        12         27      cauc   no northeast       no
## 179     522.32        12         17      cauc   no northeast       no
## 180     284.90        12          6      cauc   no northeast       no
## 181     254.63        16          3      cauc   no northeast       no
## 182     458.21        16          6      cauc   no northeast       no
## 183     142.45        12         11      cauc   no northeast       no
## 184     145.40        12          9      cauc   no northeast      yes
## 185     664.77        15         20      cauc   no northeast       no
## 186     997.15        16         17      cauc  yes northeast       no
## 187     474.83        16          1      cauc  yes northeast       no
## 188     432.10        12         19      cauc  yes northeast       no
## 189     593.54        16          9      cauc  yes northeast       no
## 190     402.68         8         47      cauc   no northeast       no
## 191     474.36        12         14      cauc   no northeast       no
## 192     356.13        12          8      cauc   no northeast       no
## 193     186.45         8          9      cauc  yes northeast       no
## 194     581.67        17         24      cauc   no northeast       no
## 195     338.90        14         14      cauc   no northeast       no
## 196     541.31        15         23      cauc   no northeast       no
## 197     546.06        12         19      cauc   no northeast       no
## 198     189.93        12         16      cauc   no northeast       no
## 199     712.25        16         14      cauc   no northeast       no
## 200     518.52        14         17      cauc   no northeast      yes
## 201     451.09        12          3      cauc   no northeast       no
## 202     379.87        16         18      cauc   no northeast       no
## 203     284.90        12          8      cauc   no northeast       no
## 204     626.78        18         11      cauc   no northeast       no
## 205    1590.69        18         23      cauc   no northeast       no
## 206     374.53         9         40      cauc   no northeast       no
## 207     807.22        12         19      cauc   no northeast       no
## 208     158.25        13         18      cauc   no northeast       no
## 209     997.15        12          8      cauc   no northeast       no
## 210     925.93        12         11      cauc   no northeast       no
## 211     830.96        12         10      cauc   no northeast       no
## 212     439.22        12         11      cauc  yes northeast       no
## 213     498.58        12          7      cauc  yes northeast       no
## 214     493.83        11         45      cauc   no northeast       no
## 215     332.38        15         18      cauc   no northeast       no
## 216     166.19        18         16      cauc   no northeast       no
## 217     261.16        12          6      cauc  yes northeast       no
## 218     207.82         8         55      cauc   no northeast       no
## 219     334.36        12         38      cauc   no northeast       no
## 220     498.53        15         19      cauc   no northeast       no
## 221     322.06         8         35      cauc  yes northeast       no
## 222     807.22        14          5      cauc  yes northeast       no
## 223     474.83        12         14      cauc  yes northeast       no
## 224     629.39        16         11      cauc  yes northeast       no
## 225     377.49         9         20      cauc  yes northeast       no
## 226     587.89        16         19      cauc  yes northeast       no
## 227     997.15        16         19      cauc  yes northeast       no
## 228     474.83        14          5      cauc  yes northeast       no
## 229     403.61        13         12      cauc  yes northeast       no
## 230     569.80        13          5      cauc   no northeast       no
## 231     878.44        14         24      cauc   no northeast       no
## 232     593.54        12         48      cauc   no northeast       no
## 233     484.14        12         21      cauc  yes northeast       no
## 234     617.28        10         35      cauc  yes northeast       no
## 235    1187.08        16         19      cauc  yes northeast       no
## 236     878.44        12         35      cauc  yes northeast       no
## 237     593.54        12          7      cauc  yes northeast       no
## 238     712.25        13         32      cauc   no northeast       no
## 239     617.28         8         44      cauc   no northeast       no
## 240     320.51        16          8      cauc   no northeast       no
## 241     427.35        10         10      cauc   no northeast       no
## 242     546.06        16         12      cauc   no northeast       no
## 243     422.08        10         43      cauc   no northeast       no
## 244     475.64         8         44      cauc  yes northeast       no
## 245     213.68        16          8      cauc   no northeast       no
## 246     246.91        16          4      cauc   no northeast       no
## 247     185.19        12          5      cauc   no northeast       no
## 248     409.54        16         19      cauc   no northeast       no
## 249     105.51        13          0      cauc   no northeast      yes
## 250     303.03        18         33      cauc   no northeast       no
## 251     493.83        12         16      cauc   no northeast       no
## 252     208.33        12         45      cauc  yes northeast      yes
## 253     593.54        10         12      cauc   no northeast       no
## 254     395.06        10         50      cauc   no northeast      yes
## 255     174.79        16          1      cauc  yes northeast      yes
## 256     118.71        16          1      cauc  yes northeast       no
## 257     196.41        16          1      cauc  yes northeast      yes
## 258     682.57        18         20      cauc  yes northeast       no
## 259    1115.86        18         17      cauc  yes northeast       no
## 260     648.46        13         26      cauc  yes northeast       no
## 261     354.94        12          4      cauc  yes northeast       no
## 262     370.37        10          8      cauc   no northeast       no
## 263     569.80        12          9      cauc   no northeast       no
## 264     673.40        16         24      cauc  yes northeast       no
## 265     807.22        14         19      cauc  yes northeast       no
## 266     997.15        14         28      cauc   no northeast       no
## 267     691.38        12         16      cauc   no northeast       no
## 268     124.31         8         49      cauc   no northeast      yes
## 269     498.58        12          7      cauc   no northeast       no
## 270     221.72        16         38      cauc   no northeast      yes
## 271     522.32        12         34      cauc  yes northeast       no
## 272     420.23        12          8      cauc  yes northeast       no
## 273     415.48        12          5      cauc  yes northeast       no
## 274     305.27        12          9      cauc  yes northeast       no
## 275     308.95        13         33      cauc  yes northeast       no
## 276    1471.89        12          1      cauc  yes northeast       no
## 277     720.16        12         21      cauc   no northeast       no
## 278     439.22        12          9      cauc   no northeast       no
## 279     735.99        12         10      cauc   no northeast       no
## 280     805.15        12         29      cauc   no northeast       no
## 281    1608.88        18         38      cauc   no northeast       no
## 282     830.96        12         12      cauc   no northeast       no
## 283     448.72        12          4      cauc   no northeast       no
## 284     712.25        12         22      cauc  yes northeast       no
## 285     949.67        12         38      cauc  yes northeast       no
## 286     439.22        12         19      cauc  yes northeast       no
## 287     771.60        12         17      cauc  yes northeast       no
## 288     478.40        12         18      cauc  yes northeast       no
## 289    1185.19        12         24      cauc  yes northeast       no
## 290     231.48        12         17      cauc  yes northeast      yes
## 291     185.19        12         48      cauc  yes northeast      yes
## 292    1068.38        17          4      cauc  yes northeast       no
## 293     474.83        13          8      cauc  yes northeast       no
## 294     434.22        11         48      cauc  yes northeast       no
## 295     363.25        12          5      cauc  yes northeast       no
## 296     498.58        12         36      cauc  yes northeast       no
## 297    1305.79        12         13      cauc  yes northeast       no
## 298     451.09        12         10      cauc  yes northeast       no
## 299     593.54        16         10      cauc  yes northeast       no
## 300     555.56         9         33      cauc  yes northeast       no
## 301     629.88        14         15      cauc  yes northeast       no
## 302     479.77        12         38      cauc   no northeast       no
## 303     854.70        17         25      cauc   no northeast       no
## 304     546.06        14         15      cauc   no northeast       no
## 305     338.32        13          9      cauc   no northeast       no
## 306      94.97        12         15      cauc   no northeast      yes
## 307     925.93        16          9      cauc   no northeast       no
## 308     356.13        12         10      cauc   no northeast       no
## 309    1208.85        12         18      cauc  yes northeast       no
## 310    1139.60        14         29      cauc  yes northeast       no
## 311     498.58        10          7      cauc  yes northeast       no
## 312     546.06        14          3      cauc   no northeast       no
## 313    1543.21        12         28      cauc  yes northeast       no
## 314     617.28        16          2      cauc  yes northeast       no
## 315     807.22        16         12      cauc  yes northeast       no
## 316     891.07        16          4      cauc  yes northeast       no
## 317     538.94        16          4      cauc  yes northeast       no
## 318     332.38        16         13      cauc   no northeast      yes
## 319     944.92        12         11      cauc  yes northeast       no
## 320    1187.08         7         33      cauc  yes northeast       no
## 321     854.70         8         24      cauc  yes northeast       no
## 322     493.83        11         24      cauc  yes northeast       no
## 323     783.48        14         16      cauc  yes northeast       no
## 324     624.41        16          7      cauc  yes northeast       no
## 325    1092.12        16         17      cauc  yes northeast       no
## 326     688.51        16         10      cauc  yes northeast       no
## 327     498.58        14          6      cauc  yes northeast       no
## 328     676.64        16         10      cauc  yes northeast       no
## 329     432.10        13          2      cauc  yes northeast       no
## 330    1507.60        17         20      cauc  yes northeast       no
## 331     233.99        12          1      cauc  yes northeast       no
## 332    1115.86        18          9      cauc  yes northeast       no
## 333     122.46        16         41      cauc   no northeast      yes
## 334     423.63        12          7      cauc  yes northeast       no
## 335     949.67        18          8      cauc  yes northeast       no
## 336     586.42        13          4      cauc  yes northeast       no
## 337     296.77        12         28      cauc  yes northeast       no
## 338    1305.79        12         19      cauc  yes northeast       no
## 339     642.21        12         11      cauc  yes northeast       no
## 340    1371.74        17          7      cauc  yes northeast       no
## 341     830.96        17          9      cauc  yes northeast       no
## 342     498.58         2         14      cauc  yes northeast       no
## 343     997.15        12         20      cauc  yes northeast       no
## 344     213.68        12         17      cauc  yes northeast       no
## 345    1305.79        16          6      cauc  yes northeast       no
## 346     498.58        14          7      cauc  yes northeast       no
## 347     569.80        17          8      cauc  yes northeast       no
## 348     474.83        16         12      cauc  yes northeast       no
## 349     712.25        16         11      cauc  yes northeast       no
## 350     949.67        17          9      cauc  yes northeast       no
## 351     415.48        12         27      cauc  yes northeast       no
## 352     664.77        17          8      cauc  yes northeast       no
## 353    1167.62        14         24      cauc  yes northeast       no
## 354     316.87        12          0      cauc  yes northeast       no
## 355     451.09        12          7      cauc   no northeast       no
## 356     356.13        10         40      cauc   no northeast       no
## 357     569.80        12         31      cauc   no northeast       no
## 358     308.64        12          2      cauc   no northeast       no
## 359     733.62        16         34      cauc   no northeast       no
## 360     830.96        12         22      cauc   no northeast       no
## 361     902.18         6         42      cauc   no northeast       no
## 362     757.58        12         15      cauc   no northeast      yes
## 363     593.54        12         12      cauc   no northeast       no
## 364     222.22        11          1      cauc   no northeast       no
## 365     286.76        12          3      cauc   no northeast       no
## 366     434.33        11         15      cauc   no northeast       no
## 367     322.72         8         23      cauc   no northeast       no
## 368     332.38        12          5      cauc   no northeast       no
## 369     296.77        12          4      cauc   no northeast       no
## 370     218.42        12          4      cauc   no northeast       no
## 371     237.42        12         29      cauc   no northeast      yes
## 372     636.28        14         13      cauc   no northeast       no
## 373     546.06         9         37      cauc   no northeast       no
## 374      63.72        13         -1      cauc   no northeast      yes
## 375     700.38        14          7      cauc   no northeast       no
## 376     546.06        12         15      cauc  yes northeast       no
## 377     451.09        14          4      cauc  yes northeast       no
## 378     451.09        12         12      cauc   no northeast       no
## 379    1241.69        16         22      cauc  yes northeast       no
## 380     321.50        15          1      cauc  yes northeast       no
## 381     807.22        12          4      cauc  yes northeast       no
## 382     692.81        16         13      cauc  yes northeast       no
## 383     474.83        18          9      cauc  yes northeast       no
## 384     379.87        10         40      cauc  yes northeast       no
## 385     617.28        12         39      cauc  yes northeast       no
## 386     498.58        12         41      cauc  yes northeast       no
## 387     712.25         8         44      cauc  yes northeast       no
## 388     569.80         8         40      cauc  yes northeast       no
## 389     821.46        16          8      cauc  yes northeast       no
## 390     522.32        12          3      cauc  yes northeast       no
## 391     522.32        12          8      cauc  yes northeast       no
## 392     522.32        12          5      cauc  yes northeast       no
## 393     508.07        14         14      cauc  yes northeast       no
## 394     830.96        12         49      cauc  yes northeast       no
## 395     712.25        13          6      cauc  yes northeast       no
## 396    1185.19        12         11      cauc  yes northeast       no
## 397     641.03        12         11      cauc  yes northeast       no
## 398     807.41        18          5      cauc   no northeast       no
## 399     973.41        18         23      cauc  yes northeast       no
## 400     756.58        16         12      cauc   no northeast       no
## 401     641.03        14         24      cauc   no northeast       no
## 402     821.39        13         35      cauc   no northeast       no
## 403     351.08        12          2      cauc   no northeast       no
## 404     356.13         8          9      cauc  yes northeast       no
## 405     712.25        18          2      cauc  yes northeast       no
## 406     796.51        16         14      cauc  yes northeast       no
## 407     728.40        16          3      cauc  yes northeast       no
## 408     569.80        15          4      cauc  yes northeast       no
## 409     820.62        14         13      cauc  yes northeast       no
## 410     854.70        13          8      cauc  yes northeast       no
## 411     902.18        14         10      cauc  yes northeast       no
## 412    1020.89        16         18      cauc  yes northeast       no
## 413     688.51        16         36      cauc  yes northeast       no
## 414     593.54        12         10      cauc   no northeast       no
## 415     472.44        11         20      cauc   no northeast       no
## 416     457.67        12         25      cauc   no northeast       no
## 417     878.44        12         15      cauc   no northeast       no
## 418     452.49        11         14      cauc   no northeast       no
## 419     546.06        13         27      cauc   no northeast       no
## 420     310.28        10         27      cauc   no northeast       no
## 421     569.80        12          7      cauc  yes northeast       no
## 422     807.22        16          3      cauc  yes northeast       no
## 423     830.96        16         10      cauc  yes northeast       no
## 424     807.22        14         29      cauc  yes northeast       no
## 425      92.59        12         25      cauc  yes northeast       no
## 426     546.06        14          9      cauc  yes northeast       no
## 427     830.96        12          7      cauc  yes northeast       no
## 428     759.73        14         29      cauc  yes northeast       no
## 429     617.28        14         -1      cauc  yes northeast       no
## 430    1471.98        16         37      cauc  yes northeast       no
## 431    1163.34        14         27      cauc  yes northeast       no
## 432     241.55        17         13      cauc  yes northeast       no
## 433     759.73        12         17      cauc   no northeast       no
## 434    1128.75        12         34      cauc   no northeast       no
## 435     757.58        16          7      cauc   no northeast       no
## 436     180.04        12          2      cauc   no northeast       no
## 437     607.05         7         41      cauc   no northeast       no
## 438     427.35        14         16      cauc   no northeast       no
## 439     308.64        14         -1      cauc   no northeast       no
## 440    2029.91        14         18      cauc  yes northeast       no
## 441     900.21        14         19      cauc   no northeast       no
## 442     735.99        12         20      cauc   no northeast       no
## 443     546.06        16          2      cauc   no northeast       no
## 444     403.61        11         27      cauc   no northeast       no
## 445     688.51        12         11      cauc   no northeast       no
## 446     237.42        18         15      cauc   no northeast       no
## 447     712.25        12          5      cauc   no northeast       no
## 448     385.80        11          2      cauc   no northeast       no
## 449    1210.83        12         16      cauc  yes northeast       no
## 450    1495.73        18         20      cauc  yes northeast       no
## 451      94.97         8         14      cauc  yes northeast       no
## 452     107.74        18         40      cauc  yes northeast      yes
## 453     467.71        12         12      cauc   no northeast       no
## 454    1187.08        16         33      cauc   no northeast       no
## 455     422.60        14         17      cauc   no northeast       no
## 456     997.15        14         16      cauc   no northeast       no
## 457     949.67        16         38      cauc  yes northeast       no
## 458    1234.57        15          4      cauc  yes northeast       no
## 459     712.25        12          6      cauc  yes northeast       no
## 460     937.10        12         23      cauc  yes northeast       no
## 461     534.19        16          3      cauc  yes northeast       no
## 462     641.03        14         13      cauc  yes northeast       no
## 463     593.54        14         11      cauc  yes northeast       no
## 464     890.41        12         32      cauc   no northeast       no
## 465     536.89        12         42      cauc   no northeast       no
## 466     593.54         8         32      cauc  yes northeast       no
## 467     370.37        12         25      cauc  yes northeast       no
## 468     344.25        14          1      cauc  yes northeast       no
## 469     237.42        12          4      cauc  yes northeast       no
## 470     593.54        14         16      cauc  yes northeast       no
## 471     280.15        12         31      cauc  yes northeast       no
## 472     973.41        12         44      cauc  yes northeast       no
## 473      56.79        12          0      cauc  yes northeast      yes
## 474    1127.73        17         15      cauc  yes northeast       no
## 475    1163.34        12         17      cauc  yes northeast       no
## 476     735.99        16         18      cauc  yes northeast       no
## 477     105.76        15         -1      cauc  yes northeast      yes
## 478     332.38        12          3      cauc   no northeast       no
## 479     556.77        10         43      cauc   no northeast       no
## 480     259.26         9         11      cauc   no northeast       no
## 481     274.35        10          8      cauc  yes northeast       no
## 482     296.30        10         41      cauc  yes northeast       no
## 483     641.03        12         12      cauc   no northeast       no
## 484     712.25        16         16      cauc   no northeast       no
## 485     407.31         8         45      cauc   no northeast       no
## 486     222.22        10         25      cauc   no northeast       no
## 487     130.58         8         38      cauc   no northeast       no
## 488     284.90         8         46      cauc   no northeast       no
## 489     399.42        12         23      cauc   no northeast       no
## 490     315.74        12          3      cauc   no northeast       no
## 491     688.51        12         12      cauc   no northeast       no
## 492     379.87        16          9      cauc   no northeast       no
## 493     580.97        16         -1      cauc   no northeast       no
## 494     419.75        18         41      cauc   no northeast       no
## 495     427.35        12         12      cauc   no northeast       no
## 496     712.25        12         12      cauc   no northeast       no
## 497     448.72        16         20      cauc   no northeast       no
## 498     997.15        14         13      cauc   no northeast       no
## 499     126.62        12         43      cauc   no northeast      yes
## 500     874.49        16         16      cauc   no northeast       no
## 501     686.73        10         17      cauc   no northeast       no
## 502     166.19         9          8      cauc   no northeast       no
## 503    1234.57        14         16      cauc  yes northeast       no
## 504     451.09        12         15      cauc  yes northeast       no
## 505     493.83        12         16      cauc   no northeast       no
## 506     401.23        12          8      cauc   no northeast       no
## 507     500.95        14         24      cauc   no northeast       no
## 508     617.28        12         12      cauc   no northeast       no
## 509     293.21        12          2      cauc   no northeast       no
## 510    3600.82        18         27      cauc  yes northeast       no
## 511     474.83        16          4      cauc  yes northeast       no
## 512     189.93        15          4      cauc  yes northeast      yes
## 513     471.79        12          4      cauc  yes northeast       no
## 514    1816.24        16         30      cauc  yes northeast       no
## 515    1448.24        13         32      cauc  yes northeast       no
## 516     356.13        12          1      cauc  yes northeast       no
## 517     474.83        12          4      cauc  yes northeast       no
## 518     925.93         6         33      cauc   no northeast       no
## 519     522.32        18         32      cauc   no northeast       no
## 520     517.19        12         26      cauc  yes northeast       no
## 521     712.25         9         16      cauc  yes northeast       no
## 522     776.64        12         21      cauc  yes northeast       no
## 523     854.70        12         13      cauc  yes northeast       no
## 524     584.05        12         14      cauc  yes northeast       no
## 525     657.64        12         34      cauc  yes northeast       no
## 526     174.85        12          0      cauc  yes northeast       no
## 527     819.09        17          3      cauc   no northeast       no
## 528     522.32        12         15      cauc   no northeast       no
## 529     811.32        12         17      cauc  yes northeast       no
## 530     427.35        17          2      cauc  yes northeast       no
## 531     783.48        17         14      cauc  yes northeast       no
## 532     451.09        15         19      cauc   no northeast       no
## 533     125.90        12         47      cauc  yes northeast      yes
## 534    1044.63        12         26      cauc  yes northeast       no
## 535    1139.60        18         13      cauc  yes northeast       no
## 536     206.55        12          0      cauc  yes northeast       no
## 537    1115.86        18         26      cauc  yes northeast       no
## 538     458.55        16         10      cauc  yes northeast       no
## 539     628.82        13         17      cauc  yes northeast       no
## 540     524.69        12         22      cauc  yes northeast       no
## 541     707.50        12         24      cauc   no northeast       no
## 542     474.83        12         14      cauc   no northeast       no
## 543     830.96        16         16      cauc   no northeast       no
## 544     688.51        16          3      cauc   no northeast       no
## 545     352.73        12         16      cauc  yes northeast       no
## 546     113.98        10         47      cauc  yes northeast      yes
## 547     783.48        14         27      cauc  yes northeast       no
## 548     854.70        12          4      cauc   no northeast       no
## 549     498.58        10         37      cauc   no northeast       no
## 550    1270.18        16         22      cauc   no northeast       no
## 551     745.01        18         21      cauc   no northeast       no
## 552     627.57        15         -1      cauc   no northeast       no
## 553     186.42        13         -1      cauc   no northeast      yes
## 554     356.13        12         13      cauc   no northeast       no
## 555     314.69        18         11      cauc   no northeast       no
## 556     385.30         8         47      cauc   no northeast       no
## 557     166.19        11         17      cauc   no northeast       no
## 558     641.03        16         15      cauc   no northeast       no
## 559     436.59        14          8      cauc   no northeast       no
## 560     222.22        12         48      cauc  yes northeast       no
## 561     997.15        12         31      cauc  yes northeast       no
## 562     474.83        11         14      cauc  yes northeast       no
## 563     451.09        12         17      cauc   no northeast       no
## 564     712.25        12          9      cauc   no northeast       no
## 565     366.74        13         15      cauc   no northeast       no
## 566     336.70        14         19      cauc   no northeast       no
## 567     213.58        12         48      cauc   no northeast       no
## 568     394.11        12          6      cauc   no northeast       no
## 569     712.25        13         13      cauc  yes northeast       no
## 570     902.18        12         17      cauc   no northeast       no
## 571    1358.02        14         36      cauc   no northeast       no
## 572     461.49        12          4      cauc  yes northeast       no
## 573     636.02        12         40      cauc   no northeast       no
## 574     510.45        15         19      cauc  yes northeast       no
## 575     510.45        14          5      cauc  yes northeast       no
## 576     276.95        14         19      cauc   no northeast       no
## 577     666.67        12         22      cauc  yes northeast       no
## 578     712.25        16         18      cauc   no northeast       no
## 579     766.86        18         15      cauc   no northeast       no
## 580     474.83        12         10      cauc   no northeast       no
## 581     427.35        12         27      cauc   no northeast       no
## 582     410.49         9         38      cauc   no northeast       no
## 583     493.83         8         32      cauc   no northeast       no
## 584     942.55        18         27      cauc   no northeast       no
## 585      87.84        13          0      cauc   no northeast      yes
## 586     522.32        16         14      cauc   no northeast       no
## 587     522.32        12         10      cauc   no northeast       no
## 588     338.90        12          2      cauc   no northeast       no
## 589    1899.34        16         29      cauc   no northeast       no
## 590     123.46        13          0      cauc   no northeast      yes
## 591     997.63        16         11      cauc  yes northeast       no
## 592     617.28        12         17      cauc  yes northeast       no
## 593     925.93        12         41      cauc  yes northeast       no
## 594     854.70        12         40      cauc   no northeast       no
## 595     617.28        16         -1      cauc   no northeast       no
## 596     754.99        12         17      cauc   no northeast       no
## 597     427.35        18         19      cauc  yes northeast       no
## 598     497.01        18         12      cauc  yes northeast       no
## 599     439.22        12         17      cauc   no northeast       no
## 600    1305.79        12         28      cauc   no northeast       no
## 601     593.54        12          9      cauc  yes northeast       no
## 602     394.11        16          8      cauc  yes northeast       no
## 603     365.73        13         21      cauc   no northeast       no
## 604     724.51        18         19      cauc   no northeast       no
## 605     496.01         8         33      cauc   no northeast       no
## 606      90.22        12         43      cauc   no northeast       no
## 607     441.36        14         25      cauc   no northeast       no
## 608     973.41        12         22      cauc   no northeast       no
## 609     712.25        14         10      cauc   no northeast       no
## 610     182.50        13         18      cauc   no northeast       no
## 611     740.74        17         15      cauc   no northeast       no
## 612     411.70        12         19      cauc   no northeast       no
## 613     178.06        16          3      cauc   no northeast       no
## 614     107.19        16          3      cauc   no northeast       no
## 615     498.58        12         34      cauc   no northeast       no
## 616     356.13        14          8      cauc   no northeast       no
## 617     641.03        16         17      cauc   no northeast       no
## 618    2374.15        16          8      cauc   no northeast       no
## 619     216.05        15         17      cauc   no northeast       no
## 620    1020.29        18          2      cauc   no northeast       no
## 621     261.16        16          3      cauc   no northeast       no
## 622     712.25        18         14      cauc   no northeast       no
## 623     522.32        10         26      cauc   no northeast       no
## 624     546.06        16         37      cauc   no northeast       no
## 625     617.28        18         16      cauc   no northeast       no
## 626     474.83        11         15      cauc   no northeast       no
## 627     498.58        18         21      cauc   no northeast       no
## 628     498.58        14          4      cauc   no northeast       no
## 629     439.22        14          2      cauc   no northeast       no
## 630     498.58        12         31      cauc   no northeast       no
## 631     308.64        12          6      cauc   no northeast       no
## 632     474.83        12          4      cauc   no northeast       no
## 633     498.58        14          6      cauc  yes northeast       no
## 634     498.58        14          5      cauc  yes northeast       no
## 635     432.10        18         10      cauc  yes northeast       no
## 636    1495.73        16         32      cauc  yes northeast       no
## 637     302.34        14          2      cauc  yes northeast       no
## 638     205.76        17          4      cauc  yes northeast      yes
## 639    1152.80        18          2      cauc  yes northeast       no
## 640    1068.38        12          5      cauc  yes northeast       no
## 641     395.47        12         15      cauc   no northeast       no
## 642     345.68        12          8      cauc   no northeast       no
## 643    1044.63        17         32      cauc   no northeast       no
## 644     427.35        12         15      cauc   no northeast       no
## 645     648.72        18         26      cauc   no northeast       no
## 646     444.44        18         23      cauc   no northeast       no
## 647     261.16        15          9      cauc   no northeast      yes
## 648     569.80         9         43      cauc   no northeast       no
## 649     403.61        10         31      cauc   no northeast       no
## 650     356.13        12         28      cauc   no northeast       no
## 651     244.94        12          5      cauc   no northeast       no
## 652     237.42        12          6      cauc   no northeast       no
## 653     545.47        12         27      cauc   no northeast       no
## 654     284.90        12         18      cauc   no northeast       no
## 655     617.28        12         15      cauc   no northeast       no
## 656     914.06        18         11      cauc   no northeast       no
## 657     356.13        18         10      cauc   no northeast       no
## 658     712.25        12         11      cauc   no northeast       no
## 659     712.25        12         12      cauc   no northeast       no
## 660     664.77         9         32      cauc   no northeast       no
## 661     997.15        16          9      cauc   no northeast       no
## 662     281.80        16         15      cauc   no northeast       no
## 663     346.21         7         27      cauc   no northeast       no
## 664     356.13        12         10      cauc   no northeast       no
## 665     213.68        12         29      cauc   no northeast       no
## 666     403.61         7         38      cauc  yes northeast       no
## 667     712.25        16          3      cauc  yes northeast       no
## 668     646.33        15         33      cauc  yes northeast       no
## 669     546.06        12         23      cauc  yes northeast       no
## 670     462.96        11          4      cauc  yes northeast       no
## 671     186.89        11         20      cauc  yes northeast       no
## 672     284.90        10         42      cauc  yes northeast       no
## 673     543.54        12         11      cauc  yes northeast       no
## 674     213.24        14         21      cauc   no northeast       no
## 675     617.28        12          3      cauc   no northeast       no
## 676      54.87        10         47      cauc   no northeast      yes
## 677    2541.76        12         27      cauc   no northeast       no
## 678     146.34        14         39      cauc   no northeast      yes
## 679     652.90        12         22      cauc  yes northeast       no
## 680     216.05        16          6      cauc  yes northeast      yes
## 681     593.54        12          7      cauc  yes northeast       no
## 682     664.77        12         12      cauc  yes northeast       no
## 683     914.06        14         12      cauc  yes northeast       no
## 684     641.03        10         44      cauc   no northeast       no
## 685     308.64        12          4      cauc   no northeast       no
## 686     157.42         9         48      cauc   no northeast      yes
## 687     515.33        12         42      cauc   no northeast       no
## 688     474.68        11          6      cauc   no northeast       no
## 689    2184.24        14         21      cauc   no northeast       no
## 690     252.30         8         24      cauc   no northeast       no
## 691     379.87        16         13      cauc   no northeast       no
## 692     709.22        18         28      cauc   no northeast       no
## 693      59.35        14         14      cauc   no northeast      yes
## 694     759.73        16         33      cauc   no northeast       no
## 695     194.44        13          0      cauc   no northeast      yes
## 696     474.83        18         28      cauc   no northeast       no
## 697     555.56        16         38      cauc   no northeast       no
## 698     830.96        16         30      cauc   no northeast       no
## 699     569.80        15          0      cauc   no northeast       no
## 700    1187.08        18         43      cauc   no northeast       no
## 701     339.27        10         37      cauc   no northeast       no
## 702     182.72        14          7      cauc   no northeast      yes
## 703     190.80        16          0      cauc   no northeast      yes
## 704     498.58        12          8      cauc  yes northeast       no
## 705     200.83         9         12      cauc  yes northeast       no
## 706     320.22        12         14      cauc  yes northeast       no
## 707     278.42        12          5      cauc  yes northeast       no
## 708     493.83        16          0      cauc  yes northeast       no
## 709     534.19        16          4      cauc  yes northeast      yes
## 710     705.13        18          4      cauc  yes northeast       no
## 711    1115.86        16         19      cauc  yes northeast       no
## 712     764.48        14         20      cauc   no northeast       no
## 713     427.35        12         19      cauc   no northeast       no
## 714     436.25         2         24      cauc   no northeast       no
## 715     237.42        18         21      cauc   no northeast       no
## 716     737.93        12         30      cauc   no northeast       no
## 717     949.67        12         18      cauc   no northeast       no
## 718     320.13        12          4      cauc   no northeast       no
## 719     339.51        12         15      afam   no northeast       no
## 720     534.19        12         11      cauc   no northeast       no
## 721     569.80        14         39      cauc   no northeast       no
## 722     332.38        16         14      cauc   no northeast       no
## 723     261.16        14         10      cauc   no northeast       no
## 724     379.87        12          9      cauc   no northeast       no
## 725     439.22         9         10      cauc   no northeast       no
## 726     641.03        18         15      cauc   no northeast       no
## 727     379.87        16         11      cauc   no northeast       no
## 728     522.32        12         24      cauc   no northeast       no
## 729     332.38        11          2      cauc   no northeast       no
## 730     332.38        12         44      cauc   no northeast       no
## 731     142.45        12          1      cauc   no northeast       no
## 732     197.53        13         19      cauc   no northeast       no
## 733     332.38        13          5      cauc   no northeast       no
## 734     759.73        12         38      cauc  yes northeast       no
## 735     261.16        13         12      cauc  yes northeast       no
## 736     427.35        12         16      cauc   no northeast       no
## 737     330.01        12         14      cauc   no northeast       no
## 738    1115.86        16         24      cauc   no northeast       no
## 739     925.93        17         29      cauc  yes northeast       no
## 740     320.51        12          2      cauc  yes northeast       no
## 741    1139.60        12         28      cauc  yes northeast       no
## 742     165.72        12          1      cauc  yes northeast      yes
## 743     759.73        14         22      cauc  yes northeast       no
## 744     192.90        14         -1      cauc  yes northeast      yes
## 745     287.04        14          0      cauc   no northeast       no
## 746     222.22        12          0      cauc   no northeast       no
## 747     617.28        11         15      cauc   no northeast       no
## 748     423.17        12         19      cauc   no northeast       no
## 749     830.96        12         27      cauc   no northeast       no
## 750     415.48        12         12      cauc   no northeast       no
## 751     854.70        12          8      cauc   no northeast       no
## 752     405.03        12         13      cauc   no northeast       no
## 753     676.64        13         32      cauc   no northeast       no
## 754     641.03        12         10      cauc   no northeast       no
## 755     604.49        12         35      cauc   no northeast       no
## 756     593.54         8         41      cauc   no northeast       no
## 757     317.92        13         21      cauc  yes northeast       no
## 758      59.35        17         13      cauc  yes northeast       no
## 759     759.73        18          8      cauc  yes northeast       no
## 760      84.00        13         -1      cauc  yes northeast      yes
## 761     653.89        18         15      cauc   no northeast       no
## 762     427.35        13         12      cauc  yes northeast       no
## 763     256.41        16         15      cauc  yes northeast      yes
## 764     712.25        13         26      cauc  yes northeast       no
## 765     396.83        15         -1      cauc  yes northeast       no
## 766     735.99        17         19      cauc  yes northeast       no
## 767     366.26        13         22      cauc  yes northeast       no
## 768    2374.15        18         15      cauc  yes northeast       no
## 769     229.39        13          1      cauc   no northeast       no
## 770     883.19        15         22      cauc   no northeast       no
## 771     470.31        13         46      cauc   no northeast      yes
## 772     902.18        12          8      cauc   no northeast       no
## 773     617.28        15          4      cauc   no northeast       no
## 774     460.75        17          4      cauc   no northeast       no
## 775     474.83        18          9      cauc   no northeast       no
## 776     427.35        18          3      cauc   no northeast       no
## 777    1022.01        13         33      cauc   no northeast       no
## 778     474.83        16         13      cauc   no northeast       no
## 779     432.10        12          6      cauc   no northeast       no
## 780     128.60        11          1      cauc   no northeast      yes
## 781     440.95        10         44      cauc   no northeast       no
## 782     619.66        16         15      cauc   no northeast       no
## 783     451.09        14          5      cauc   no northeast       no
## 784     427.35        12         22      cauc   no northeast       no
## 785     498.58        12          2      cauc   no northeast       no
## 786     427.35        12         11      cauc   no northeast       no
## 787     327.43        12         25      cauc   no northeast       no
## 788     474.83        14         22      cauc   no northeast       no
## 789     735.99        12         24      cauc   no northeast       no
## 790      57.42        12          0      cauc   no northeast      yes
## 791      67.05        10          2      cauc   no northeast      yes
## 792      97.34        12          3      cauc   no northeast       no
## 793     356.13        14         34      cauc   no northeast       no
## 794     332.38        12         38      cauc   no northeast       no
## 795     932.41        15         38      cauc   no northeast       no
## 796     728.87        16         13      cauc   no northeast       no
## 797     293.94         9         22      cauc   no northeast       no
## 798     498.58        12         16      cauc   no northeast       no
## 799    1646.09        13         20      cauc   no northeast       no
## 800     189.93        14         29      cauc  yes northeast       no
## 801     628.32        16         19      cauc  yes northeast       no
## 802     866.57        12         22      cauc  yes northeast       no
## 803     163.58        12          0      cauc  yes northeast       no
## 804     189.93        12          4      cauc  yes northeast       no
## 805     403.61        14         10      cauc  yes northeast       no
## 806     433.51        12         22      cauc   no northeast       no
## 807     532.56        12         12      cauc  yes northeast       no
## 808     427.35        12         21      cauc  yes northeast       no
## 809     700.38        12          7      cauc  yes northeast       no
## 810    1353.28        16         25      cauc  yes northeast       no
## 811     379.87        12          7      cauc  yes northeast       no
## 812     666.67        18          4      cauc  yes northeast       no
## 813     664.77        16         11      cauc  yes northeast       no
## 814     692.78        12         26      cauc  yes northeast       no
## 815    2374.15        18         24      cauc  yes northeast       no
## 816     949.67        16          6      cauc  yes northeast       no
## 817    1899.34        14         22      cauc  yes northeast       no
## 818    1424.50        17         29      cauc  yes northeast       no
## 819    1661.92        16         20      cauc  yes northeast       no
## 820    1756.89        17         19      cauc  yes northeast       no
## 821     830.96        11         47      afam  yes northeast       no
## 822     900.21        18          6      cauc  yes northeast       no
## 823     949.67        18         10      cauc  yes northeast       no
## 824     332.38        16          1      cauc  yes northeast       no
## 825     344.25         7         40      cauc  yes northeast       no
## 826     135.80        16          0      cauc  yes northeast      yes
## 827     160.49        16          0      cauc  yes northeast      yes
## 828     277.78        12         36      cauc  yes northeast       no
## 829    1020.89        14         29      afam  yes northeast       no
## 830    1080.25        12         35      afam  yes northeast       no
## 831     830.96        16         11      cauc  yes northeast       no
## 832     474.83        16         42      cauc  yes northeast       no
## 833     360.08        18         25      cauc  yes northeast       no
## 834    1127.21        12         12      cauc  yes northeast       no
## 835     807.22        18          8      cauc  yes northeast       no
## 836     296.30        16         15      cauc  yes northeast       no
## 837     356.13        17          4      cauc  yes northeast       no
## 838     237.42        18          0      cauc  yes northeast      yes
## 839     123.46        16         38      cauc  yes northeast      yes
## 840     261.16        12          5      cauc  yes northeast       no
## 841     569.80        12         28      cauc  yes northeast       no
## 842    2136.75        18         17      cauc  yes northeast       no
## 843    1163.34        18         18      cauc  yes northeast       no
## 844     403.61        16          4      cauc  yes northeast       no
## 845    2018.04        18          9      cauc  yes northeast       no
## 846      59.35         9         55      cauc  yes northeast      yes
## 847     902.18        16          9      cauc  yes northeast       no
## 848     388.62        18          6      cauc  yes northeast       no
## 849    1590.69        16         18      cauc  yes northeast       no
## 850    1946.82        16         15      cauc  yes northeast       no
## 851     451.09        12          5      cauc  yes northeast       no
## 852     949.67        18         32      cauc  yes northeast       no
## 853     524.69        12         23      cauc  yes northeast      yes
## 854     415.48        16         14      cauc  yes northeast       no
## 855     712.25         8         48      cauc  yes northeast       no
## 856     138.57        12         12      cauc  yes northeast      yes
## 857     359.26        12         11      cauc  yes northeast       no
## 858     546.06        11         11      cauc  yes northeast       no
## 859     452.67        12          2      cauc  yes northeast       no
## 860     168.83        18         43      cauc  yes northeast       no
## 861     902.18        15         15      cauc  yes northeast       no
## 862     830.96        18         26      cauc  yes northeast       no
## 863     130.86        14         -1      cauc  yes northeast      yes
## 864     593.54        13         13      cauc  yes northeast       no
## 865     462.96        12         30      cauc  yes northeast       no
## 866     919.36         9         33      cauc  yes northeast       no
## 867     522.32        14          6      cauc  yes northeast       no
## 868     997.15        14         23      cauc  yes northeast       no
## 869     451.09        12         33      cauc  yes northeast       no
## 870    1522.63        16         20      cauc  yes northeast       no
## 871     427.35        12          9      cauc  yes northeast       no
## 872     740.74        16          5      cauc  yes northeast       no
## 873     326.97         4         32      cauc  yes northeast       no
## 874     783.48        12         33      cauc  yes northeast       no
## 875     522.32        17         33      cauc  yes northeast       no
## 876    1543.21        18          9      cauc  yes northeast       no
## 877    1044.63        14          8      cauc  yes northeast       no
## 878     949.67        18         15      cauc  yes northeast       no
## 879     546.06        10         40      cauc  yes northeast       no
## 880    1032.76        18         10      cauc  yes northeast       no
## 881     997.15        18         19      cauc  yes northeast       no
## 882     759.73        12         28      cauc  yes northeast       no
## 883     712.25        12         21      cauc  yes northeast       no
## 884    1661.92        16         11      cauc  yes northeast       no
## 885    1661.92        18         16      cauc  yes northeast       no
## 886     830.96        13          8      cauc  yes northeast       no
## 887     709.07        17          7      cauc  yes northeast       no
## 888     939.35        10         21      cauc  yes northeast       no
## 889     759.73        18         26      cauc  yes northeast       no
## 890     332.38         9         50      cauc  yes northeast       no
## 891     735.99        16          7      cauc  yes northeast       no
## 892     474.83        17         11      cauc  yes northeast       no
## 893     997.15        12         12      cauc  yes northeast       no
## 894     456.79        12         27      cauc  yes northeast       no
## 895     356.13        12         12      cauc  yes northeast       no
## 896    1139.60        14         29      cauc  yes northeast       no
## 897     284.90        15         -1      cauc  yes northeast       no
## 898     356.13         9         41      cauc  yes northeast       no
## 899     446.13        12         43      cauc  yes northeast       no
## 900     546.06        15          2      cauc  yes northeast       no
## 901     379.87        12          3      cauc  yes northeast       no
## 902     189.93        13         -1      cauc  yes northeast       no
## 903     759.73        15         11      cauc  yes northeast       no
## 904     493.83        12         42      cauc  yes northeast       no
## 905     610.16        18         17      cauc  yes northeast       no
## 906    1187.08        12         15      cauc  yes northeast       no
## 907     712.25        12         38      cauc  yes northeast       no
## 908    1068.38        13         30      cauc  yes northeast       no
## 909     474.83        16          2      cauc  yes northeast       no
## 910     118.71        15          0      cauc  yes northeast      yes
## 911     289.65        13          1      cauc  yes northeast       no
## 912     244.54        12          3      afam  yes northeast       no
## 913     895.06        16         38      cauc  yes northeast       no
## 914     522.32        12         33      cauc  yes northeast       no
## 915      94.97        10          2      cauc  yes northeast       no
## 916     261.16        12         23      cauc  yes northeast       no
## 917     617.28        15         -1      cauc  yes northeast       no
## 918     902.18        18         23      cauc  yes northeast       no
## 919     830.96         5         45      cauc  yes northeast       no
## 920     290.12        14          1      cauc  yes northeast      yes
## 921     783.48        14         17      cauc  yes northeast       no
## 922     740.74        16          6      cauc  yes northeast       no
## 923     226.34        15          0      cauc  yes northeast      yes
## 924     395.06        14          1      cauc  yes northeast       no
## 925     664.77        16         33      cauc  yes northeast       no
## 926     949.67        16         18      cauc  yes northeast       no
## 927    1305.79        18         11      cauc  yes northeast       no
## 928     427.35        10         27      afam  yes northeast       no
## 929     641.03        15          7      cauc  yes northeast       no
## 930     617.28        18          7      cauc  yes northeast       no
## 931     569.80         9         48      cauc  yes northeast       no
## 932     116.33        18         32      cauc  yes northeast       no
## 933     617.28        14         11      cauc  yes northeast       no
## 934     432.10        12         17      afam  yes northeast      yes
## 935     854.70        16          4      cauc  yes northeast       no
## 936     949.67        12         17      cauc  yes northeast       no
## 937     735.99        12         18      cauc  yes northeast       no
## 938     759.73        16          4      cauc  yes northeast       no
## 939     782.29        16         16      cauc  yes northeast       no
## 940    1080.25        13         24      cauc  yes northeast       no
## 941     712.25        12         23      cauc  yes northeast       no
## 942     432.10        13         16      cauc  yes northeast       no
## 943     593.54        11         13      cauc  yes northeast       no
## 944     925.93        12         42      cauc  yes northeast       no
## 945     807.22        14         40      cauc  yes northeast       no
## 946     641.03        12          4      cauc  yes northeast       no
## 947     712.25        18         29      cauc  yes northeast       no
## 948     877.97        18         33      cauc  yes northeast       no
## 949     284.90        12          4      cauc  yes northeast       no
## 950     664.77        12         27      cauc  yes northeast       no
## 951     427.35        12         12      cauc  yes northeast       no
## 952     474.83        16          5      cauc  yes northeast       no
## 953    1009.02        13         22      cauc  yes northeast       no
## 954     362.35        14          0      cauc  yes northeast       no
## 955     378.86        13         -1      cauc  yes northeast       no
## 956     712.25        18         16      cauc  yes northeast       no
## 957     316.56        12          6      cauc  yes northeast      yes
## 958     593.54        15         37      cauc  yes northeast       no
## 959     474.83        12         11      cauc  yes northeast       no
## 960     641.03        18          3      cauc  yes northeast       no
## 961     550.81        13          5      cauc  yes northeast       no
## 962     403.61        12         12      cauc  yes northeast       no
## 963     854.70        12         33      cauc  yes northeast       no
## 964    1068.38        16         13      cauc  yes northeast       no
## 965    1305.79        16         10      cauc  yes northeast       no
## 966     688.51        16         19      cauc  yes northeast       no
## 967     411.52        14         23      cauc  yes northeast       no
## 968    1187.08        16         28      cauc  yes northeast       no
## 969    2374.15        18         16      cauc  yes northeast       no
## 970    2374.15        16         18      cauc  yes northeast       no
## 971     593.54        12         16      cauc  yes northeast       no
## 972     902.18        14         16      cauc  yes northeast       no
## 973    1020.89        14         10      cauc  yes northeast       no
## 974    1590.69        18         12      cauc  yes northeast       no
## 975    2374.15        18         25      cauc  yes northeast       no
## 976     293.21        14          0      cauc  yes northeast       no
## 977     866.57        18         14      cauc  yes northeast       no
## 978    1685.66        18         16      cauc  yes northeast       no
## 979     830.96        16         13      cauc  yes northeast       no
## 980     370.37        16          5      afam  yes northeast       no
## 981     180.44         9         47      cauc  yes northeast      yes
## 982     857.08        12         34      cauc  yes northeast       no
## 983     593.54        12         44      cauc  yes northeast       no
## 984     830.96        12         26      cauc  yes northeast       no
## 985     759.73        13         10      cauc  yes northeast       no
## 986     261.16         8         50      cauc  yes northeast       no
## 987     830.96        16         17      cauc  yes northeast       no
## 988     807.22         2         34      cauc  yes northeast       no
## 989     322.89         0         50      cauc  yes northeast       no
## 990     878.44        13         24      cauc  yes northeast       no
## 991     370.37        14          0      cauc  yes northeast       no
## 992     189.93        12         49      cauc  yes northeast      yes
## 993     181.28        18         37      cauc  yes northeast      yes
## 994     854.70        16         10      cauc  yes northeast       no
## 995     663.77        12         45      cauc  yes northeast      yes
## 996     284.90        12          6      cauc  yes northeast       no
## 997     284.90        12         12      cauc  yes northeast       no
## 998     712.25         8         42      cauc  yes northeast       no
## 999     273.03        15         11      cauc  yes northeast       no
## 1000    284.90        12          1      cauc  yes northeast       no
## 1001    830.96        12         24      cauc  yes northeast       no
## 1002    925.93        12          6      cauc  yes northeast       no
## 1003    546.06         9         45      cauc  yes northeast       no
## 1004   1780.63        18         23      cauc  yes northeast       no
## 1005   1780.63        16         31      cauc  yes northeast       no
## 1006   1234.57        12         13      cauc  yes northeast       no
## 1007    246.91        12          7      cauc  yes northeast       no
## 1008    641.03        13         12      cauc  yes northeast       no
## 1009    149.64        16         36      cauc  yes northeast      yes
## 1010    274.69        17          7      cauc  yes northeast       no
## 1011    688.51        10         16      cauc  yes northeast       no
## 1012    356.13        13         41      cauc  yes northeast       no
## 1013    593.54        12         15      cauc  yes northeast       no
## 1014    830.96        12         47      cauc  yes northeast      yes
## 1015    688.51        18          7      cauc  yes northeast       no
## 1016    783.48        18         29      cauc  yes northeast       no
## 1017    902.18        18          7      cauc  yes northeast       no
## 1018   1305.79        12          9      cauc  yes northeast       no
## 1019    783.48        12         13      cauc  yes northeast       no
## 1020    277.78        15          5      cauc  yes northeast      yes
## 1021    878.44        14         27      cauc  yes northeast       no
## 1022    522.32        12          4      cauc  yes northeast       no
## 1023    442.83        12          1      cauc  yes northeast       no
## 1024    578.70        16          8      cauc  yes northeast       no
## 1025    949.67        18         10      cauc  yes northeast       no
## 1026   1163.34        18          6      cauc  yes northeast       no
## 1027    830.96        14         11      cauc  yes northeast       no
## 1028    546.06        12          9      cauc  yes northeast       no
## 1029   1068.38        16          9      cauc  yes northeast       no
## 1030    593.54        12         29      cauc  yes northeast       no
## 1031    196.41        13          3      cauc  yes northeast       no
## 1032    712.25        12         10      cauc  yes northeast       no
## 1033    949.67        16         10      cauc  yes northeast       no
## 1034    878.44        16          5      cauc  yes northeast       no
## 1035    747.86        16          2      cauc  yes northeast       no
## 1036    997.15        16          4      cauc  yes northeast       no
## 1037    854.70        12         15      cauc  yes northeast       no
## 1038    712.25        18          6      cauc  yes northeast       no
## 1039    783.48        14         32      cauc  yes northeast       no
## 1040    296.30        13          3      cauc  yes northeast       no
## 1041    432.10        12          9      cauc  yes northeast       no
## 1042    237.42        14          2      cauc  yes northeast      yes
## 1043    160.49        13         -1      cauc  yes northeast      yes
## 1044     56.79        12         51      cauc  yes northeast      yes
## 1045     74.51        14         -2      cauc  yes northeast      yes
## 1046    673.12        13         18      cauc  yes northeast       no
## 1047    260.63        16          8      cauc  yes northeast       no
## 1048    830.96        12          4      cauc  yes northeast       no
## 1049   1210.83        18         14      cauc  yes northeast       no
## 1050    878.44        18          5      cauc  yes northeast       no
## 1051   1187.08        16         42      cauc  yes northeast       no
## 1052     59.35        14         41      afam  yes northeast       no
## 1053    688.51        12          5      afam  yes northeast       no
## 1054    688.51        12         16      cauc  yes northeast       no
## 1055   1020.89        16         14      cauc  yes northeast       no
## 1056   1424.50        18         17      cauc  yes northeast       no
## 1057    356.13        16          2      cauc  yes northeast       no
## 1058   1163.34        18         10      cauc  yes northeast       no
## 1059   1139.60        18         11      cauc  yes northeast       no
## 1060    742.57         8         37      cauc  yes northeast       no
## 1061   1020.89        16         10      cauc  yes northeast       no
## 1062    874.49        14         14      cauc  yes northeast       no
## 1063    141.98        10          2      cauc  yes northeast      yes
## 1064    864.20        12         31      cauc  yes northeast       no
## 1065    555.56        14          2      cauc  yes northeast       no
## 1066    617.28        13          0      cauc  yes northeast       no
## 1067    617.28        13          0      cauc  yes northeast       no
## 1068    902.18        15         23      cauc  yes northeast       no
## 1069    724.12        12         16      cauc  yes northeast       no
## 1070    617.28        15          4      cauc  yes northeast       no
## 1071    593.54        12          6      cauc  yes northeast       no
## 1072    878.44        18         28      cauc  yes northeast       no
## 1073    493.83        15         35      cauc  yes northeast       no
## 1074   1162.99        15         19      cauc  yes northeast       no
## 1075    561.17        15         27      cauc  yes northeast       no
## 1076   1068.38        14         24      cauc  yes northeast       no
## 1077    949.67        18         33      cauc  yes northeast       no
## 1078   1044.63        18         11      cauc  yes northeast       no
## 1079    641.03        12          6      cauc  yes northeast       no
## 1080    712.25        16         44      cauc  yes northeast       no
## 1081    370.37        12         26      cauc  yes northeast       no
## 1082   1424.50        16         13      afam  yes northeast       no
## 1083    192.31        14         47      cauc  yes northeast      yes
## 1084    617.28        18          9      cauc  yes northeast       no
## 1085    435.51        12         51      cauc  yes northeast       no
## 1086    522.32        12         30      cauc  yes northeast       no
## 1087    870.44        18         21      cauc  yes northeast       no
## 1088   1187.08        14         27      cauc  yes northeast       no
## 1089    409.65        14          0      cauc  yes northeast       no
## 1090   1471.98        12         22      cauc  yes northeast       no
## 1091    878.44        18         14      cauc  yes northeast       no
## 1092    123.46        13          0      cauc  yes northeast      yes
## 1093   2374.15        18         36      cauc  yes northeast       no
## 1094    593.54        12         12      afam  yes northeast       no
## 1095    759.73        12         36      cauc  yes northeast       no
## 1096    144.03        12          0      cauc  yes northeast       no
## 1097    726.22         5         47      cauc  yes northeast       no
## 1098    427.35        12         11      cauc  yes northeast       no
## 1099    593.54        14         13      cauc  yes northeast       no
## 1100    370.37        12         33      cauc  yes northeast       no
## 1101    724.12        13         11      cauc  yes northeast       no
## 1102   1092.12        18         37      cauc  yes northeast       no
## 1103   1388.89        18         21      cauc  yes northeast       no
## 1104    569.71        12         21      cauc  yes northeast       no
## 1105    522.32        12         36      cauc  yes northeast       no
## 1106    356.13        12          5      cauc  yes northeast       no
## 1107    522.32        11         14      cauc  yes northeast       no
## 1108    493.83        13          8      cauc  yes northeast       no
## 1109    854.70        13         15      cauc  yes northeast       no
## 1110    548.70        13         24      cauc  yes northeast       no
## 1111    616.10        12         37      cauc  yes northeast       no
## 1112    197.06        11         50      cauc  yes northeast      yes
## 1113    949.67        17         28      cauc  yes northeast       no
## 1114   1424.50        18         18      cauc  yes northeast       no
## 1115    949.67        12         31      cauc  yes northeast       no
## 1116   1068.38        17         13      cauc  yes northeast       no
## 1117   1139.60        18         45      cauc  yes northeast       no
## 1118   1661.92        18         18      cauc  yes northeast       no
## 1119   1187.08        18         27      cauc  yes northeast       no
## 1120    949.67        12         41      cauc  yes northeast       no
## 1121    949.67        18         15      cauc  yes northeast       no
## 1122    797.72        17         21      cauc  yes northeast       no
## 1123    890.31        12         41      cauc  yes northeast       no
## 1124   1092.12        16         18      cauc  yes northeast       no
## 1125    189.93        12         12      cauc  yes northeast       no
## 1126    569.80        12         43      cauc  yes northeast       no
## 1127   1590.69        16         15      cauc  yes northeast       no
## 1128    569.80        16          4      cauc  yes northeast       no
## 1129    712.25        16          7      cauc  yes northeast       no
## 1130    510.45        16          5      cauc  yes northeast       no
## 1131   1139.60        14         17      cauc  yes northeast       no
## 1132    949.67        18          9      cauc  yes northeast       no
## 1133    830.96        12         29      cauc  yes northeast       no
## 1134    593.54        12         16      cauc  yes northeast       no
## 1135    346.63        15         10      cauc  yes northeast       no
## 1136   1424.50        16         19      cauc  yes northeast       no
## 1137    313.39        13         14      cauc  yes northeast       no
## 1138    166.19        12         50      cauc  yes northeast      yes
## 1139    427.35        15          3      cauc  yes northeast       no
## 1140    370.37        12         45      cauc  yes northeast       no
## 1141    474.83        16          1      cauc  yes northeast       no
## 1142    296.30        12          2      cauc  yes northeast      yes
## 1143    959.16        16         10      cauc  yes northeast       no
## 1144    830.96        18          4      cauc  yes northeast       no
## 1145    147.82        13         47      cauc  yes northeast      yes
## 1146    168.72        16          0      cauc  yes northeast       no
## 1147    783.48        16         25      cauc  yes northeast       no
## 1148   2456.79        17         13      cauc  yes northeast       no
## 1149   1068.38        17         40      cauc  yes northeast       no
## 1150    284.90        14          2      cauc  yes northeast      yes
## 1151    795.61        11         19      cauc  yes northeast       no
## 1152    378.09        18          1      cauc  yes northeast       no
## 1153    735.99        16          4      cauc  yes northeast       no
## 1154    712.25        17         45      cauc  yes northeast       no
## 1155    237.42        12         12      cauc  yes northeast       no
## 1156    122.98        16          3      afam  yes northeast      yes
## 1157    712.25        10         32      cauc  yes northeast       no
## 1158    593.54        12          7      cauc  yes northeast       no
## 1159   2057.61        16         27      cauc  yes northeast       no
## 1160    320.99        14         -1      cauc  yes northeast      yes
## 1161   1305.79        16         15      cauc  yes northeast       no
## 1162    555.56         8         19      cauc  yes northeast       no
## 1163    652.90        12         10      cauc  yes northeast       no
## 1164    949.67        12         24      cauc  yes northeast       no
## 1165    712.25        15          8      cauc  yes northeast       no
## 1166    427.35        12         10      cauc  yes northeast       no
## 1167    368.00        11         48      cauc  yes northeast       no
## 1168    522.32        13         20      afam  yes northeast       no
## 1169    807.22        18         17      cauc  yes northeast       no
## 1170    617.28         7          6      cauc  yes northeast       no
## 1171    712.25        14         18      cauc  yes northeast       no
## 1172    949.67        16          9      cauc  yes northeast       no
## 1173    617.28        14         38      cauc  yes northeast       no
## 1174    138.37        12          8      cauc  yes northeast      yes
## 1175    590.45        10         28      cauc  yes northeast       no
## 1176    467.51        12         37      cauc  yes northeast       no
## 1177    297.04        12          0      cauc  yes northeast       no
## 1178    474.83        12          0      cauc  yes northeast       no
## 1179   1590.69        18         40      cauc  yes northeast       no
## 1180   1020.89        16         22      cauc  yes northeast       no
## 1181   1543.21        18         18      cauc  yes northeast       no
## 1182    308.64        12          3      cauc  yes northeast       no
## 1183    688.51        12         22      cauc  yes northeast       no
## 1184     98.77        13          0      cauc  yes northeast      yes
## 1185    795.35        16         19      cauc  yes northeast       no
## 1186   1046.77        14         39      cauc  yes northeast       no
## 1187    712.25        15          8      cauc  yes northeast       no
## 1188    546.06        12         23      cauc  yes northeast       no
## 1189   2136.75        18         32      cauc  yes northeast       no
## 1190   1424.50        18         10      cauc  yes northeast       no
## 1191   1211.18        18         17      cauc  yes northeast       no
## 1192   1424.50        14         11      cauc  yes northeast       no
## 1193    617.28        12         13      cauc  yes northeast       no
## 1194    949.67        12         22      cauc  yes northeast       no
## 1195    484.14        12         32      cauc  yes northeast       no
## 1196   1377.02        17          8      cauc  yes northeast       no
## 1197    712.25        16          9      cauc  yes northeast       no
## 1198    664.77        12          5      cauc  yes northeast       no
## 1199    415.48        12         10      cauc  yes northeast       no
## 1200    739.55        16          6      cauc  yes northeast       no
## 1201    949.67        12         28      cauc  yes northeast       no
## 1202    798.84        15          8      cauc  yes northeast       no
## 1203    474.83        12         27      cauc  yes northeast       no
## 1204    902.18        14         38      cauc  yes northeast       no
## 1205    474.83        12          6      cauc  yes northeast       no
## 1206   2374.15        18         36      cauc  yes northeast       no
## 1207   1265.43        18          2      cauc  yes northeast       no
## 1208    664.77        14          8      cauc  yes northeast       no
## 1209    546.06        12         37      cauc  yes northeast       no
## 1210   1014.25        13         13      cauc  yes northeast       no
## 1211    939.35        16         11      cauc  yes northeast       no
## 1212    498.58        12          5      cauc  yes northeast       no
## 1213    427.35        12          1      cauc  yes northeast       no
## 1214    949.67        16         29      cauc  yes northeast       no
## 1215   1543.21        18         15      cauc  yes northeast       no
## 1216    246.91        14         -1      cauc  yes northeast       no
## 1217    370.37        12          8      cauc  yes northeast       no
## 1218   1661.92        18         23      cauc  yes northeast       no
## 1219   1780.63        18         11      cauc  yes northeast       no
## 1220    469.14        12         18      cauc  yes northeast       no
## 1221    735.99        15          5      cauc  yes northeast       no
## 1222    949.67        14         12      cauc  yes northeast       no
## 1223    679.01        16         18      cauc  yes northeast       no
## 1224    949.67        12         41      cauc  yes northeast       no
## 1225   1543.21        18          7      cauc  yes northeast       no
## 1226   1187.08        18          7      cauc  yes northeast       no
## 1227    273.03        18          5      cauc  yes northeast       no
## 1228   1424.50        16         36      cauc  yes northeast       no
## 1229   1305.79        16         31      cauc  yes northeast       no
## 1230    712.25        12         31      cauc  yes northeast       no
## 1231    197.53        13         -1      cauc  yes northeast      yes
## 1232    308.64        12          4      cauc  yes northeast       no
## 1233    344.25        10          8      cauc  yes northeast       no
## 1234    270.66         6         25      cauc  yes northeast       no
## 1235    365.62        13          3      cauc  yes northeast       no
## 1236    237.42        12         40      cauc  yes northeast       no
## 1237   2374.15        18         39      cauc  yes northeast       no
## 1238    830.96        12         19      cauc  yes northeast       no
## 1239    284.90        13         11      cauc  yes northeast       no
## 1240    516.83        13          7      cauc  yes northeast       no
## 1241   2374.15        16         17      cauc  yes northeast       no
## 1242   1139.60        14         25      cauc  yes northeast       no
## 1243   1780.63        17         21      cauc  yes northeast       no
## 1244   1543.21        16         17      cauc  yes northeast       no
## 1245    377.91        16         23      cauc  yes northeast       no
## 1246    593.54        16         39      cauc  yes northeast       no
## 1247   1115.86        17         17      cauc  yes northeast       no
## 1248   1471.98        18         27      cauc  yes northeast       no
## 1249    474.83        12         17      cauc  yes northeast       no
## 1250   2374.15        18         25      cauc  yes northeast       no
## 1251    213.68        12          2      cauc  yes northeast       no
## 1252    308.64        12         15      cauc  yes northeast       no
## 1253    356.13        15          3      cauc  yes northeast       no
## 1254    641.03        16          5      cauc  yes northeast       no
## 1255    427.35        18          6      cauc  yes northeast       no
## 1256    235.04        18         24      cauc  yes northeast       no
## 1257    546.06        12          9      cauc  yes northeast       no
## 1258    546.06        12         12      cauc  yes northeast       no
## 1259    173.31        12         12      cauc  yes northeast       no
## 1260    415.48         9         37      cauc  yes northeast       no
## 1261    572.86        12         32      cauc  yes northeast       no
## 1262    351.00        12          1      cauc  yes northeast      yes
## 1263    444.44        12         39      cauc  yes northeast       no
## 1264    664.77        15          8      cauc  yes northeast       no
## 1265    639.70        14          9      cauc  yes northeast       no
## 1266    925.93        14         16      cauc  yes northeast       no
## 1267   1305.79        16         29      cauc  yes northeast       no
## 1268    593.54        12         40      cauc  yes northeast       no
## 1269   1899.34         9         40      cauc  yes northeast       no
## 1270    830.96        16         47      cauc  yes northeast       no
## 1271    254.32        12          7      cauc  yes northeast       no
## 1272    546.06        12         11      cauc  yes northeast       no
## 1273    527.07        12          9      cauc  yes northeast       no
## 1274    712.25        12         29      cauc  yes northeast       no
## 1275    759.73        18         10      cauc  yes northeast       no
## 1276    123.46        10          8      cauc  yes northeast       no
## 1277    411.52        13          4      cauc  yes northeast       no
## 1278    123.46        12          0      cauc  yes northeast      yes
## 1279    664.77        12         43      cauc  yes northeast       no
## 1280    783.48        14         24      cauc  yes northeast       no
## 1281    900.21        12         45      cauc  yes northeast       no
## 1282    557.60        13          4      cauc  yes northeast       no
## 1283    759.73        12          7      cauc  yes northeast       no
## 1284    346.63         8         42      cauc  yes northeast       no
## 1285    522.32        12         10      cauc  yes northeast       no
## 1286    104.94        17         -2      cauc  yes northeast      yes
## 1287    712.25        14         20      cauc  yes northeast       no
## 1288    925.93        12         36      cauc  yes northeast       no
## 1289     74.07        14          0      cauc  yes northeast      yes
## 1290    522.32        18         26      cauc  yes northeast       no
## 1291    187.73        16          1      cauc  yes northeast      yes
## 1292    878.44        12         14      cauc  yes northeast       no
## 1293    304.57        10         19      cauc  yes northeast       no
## 1294    937.80        12         19      afam  yes northeast       no
## 1295    878.44        12         11      cauc  yes northeast       no
## 1296    557.93        12         31      cauc  yes northeast       no
## 1297    878.44        16         15      cauc  yes northeast       no
## 1298     78.81        16         45      cauc  yes northeast      yes
## 1299    324.05        12          8      cauc  yes northeast       no
## 1300    104.65        16          2      cauc  yes northeast      yes
## 1301    586.42        12         18      cauc  yes northeast       no
## 1302    600.64        12         35      cauc  yes northeast       no
## 1303    356.13        12          3      cauc  yes northeast       no
## 1304    939.93        11         21      cauc  yes northeast       no
## 1305    474.83        10         19      cauc  yes northeast       no
## 1306    593.54        14          9      cauc  yes northeast       no
## 1307    701.23        14         37      cauc  yes northeast       no
## 1308    169.45        15         -1      cauc  yes northeast      yes
## 1309    949.67        12         25      cauc  yes northeast       no
## 1310    370.37        15          0      cauc  yes northeast       no
## 1311    664.77        12         17      cauc  yes northeast       no
## 1312    534.19        11         15      cauc  yes northeast       no
## 1313    664.77        12         10      cauc  yes northeast       no
## 1314    360.08        14         16      cauc  yes northeast       no
## 1315    123.46        12         47      cauc  yes northeast      yes
## 1316     61.73        12         47      cauc  yes northeast      yes
## 1317    664.77        14         10      cauc  yes northeast       no
## 1318   1114.67        18         12      cauc  yes northeast       no
## 1319    671.89        16          5      cauc  yes northeast       no
## 1320    569.80        13          8      cauc  yes northeast       no
## 1321    611.11         8         48      cauc  yes northeast       no
## 1322    395.06        12         16      cauc  yes northeast       no
## 1323    358.07        12          4      cauc  yes northeast       no
## 1324    949.67        12         33      cauc  yes northeast       no
## 1325    866.57        12          8      cauc  yes northeast       no
## 1326    949.67        17          6      cauc  yes northeast       no
## 1327    474.83        12         13      cauc  yes northeast       no
## 1328   2374.15        10         31      cauc  yes northeast       no
## 1329    268.57        12          8      cauc  yes northeast       no
## 1330    569.80        12         44      cauc  yes northeast       no
## 1331    206.55        13          5      cauc  yes northeast       no
## 1332    830.96        12          7      cauc  yes northeast       no
## 1333    569.80        18         16      cauc  yes northeast       no
## 1334    949.67        18         33      cauc  yes northeast       no
## 1335    256.41        16          3      afam  yes northeast      yes
## 1336    617.28        12         39      cauc  yes northeast       no
## 1337    382.72        12         10      cauc  yes northeast       no
## 1338    166.19        18         36      cauc  yes northeast       no
## 1339    629.15        12         44      cauc  yes northeast       no
## 1340    451.09        14         47      afam  yes northeast       no
## 1341    735.99        17         17      cauc  yes northeast       no
## 1342    712.25        18          4      cauc  yes northeast       no
## 1343    679.01        12         47      cauc  yes northeast       no
## 1344    444.44        12         13      cauc  yes northeast       no
## 1345    712.25         8         25      cauc  yes northeast       no
## 1346    185.19        12          0      cauc  yes northeast      yes
## 1347    976.97        13         18      cauc  yes northeast       no
## 1348   1092.12        12         21      cauc  yes northeast       no
## 1349    949.67         9         42      cauc  yes northeast       no
## 1350    670.18        13          9      cauc  yes northeast       no
## 1351    605.32        11         21      cauc  yes northeast       no
## 1352    227.92        12         52      cauc  yes northeast      yes
## 1353   1187.08        14         36      cauc  yes northeast       no
## 1354    807.22        15         15      cauc  yes northeast       no
## 1355   1068.38        17         13      cauc  yes northeast       no
## 1356   1234.57        13         11      cauc  yes northeast       no
## 1357    830.96        17         18      cauc  yes northeast       no
## 1358    474.83        13          8      cauc  yes northeast       no
## 1359   1992.59        17         29      cauc  yes northeast       no
## 1360    199.43        15          0      cauc  yes northeast      yes
## 1361    688.51        10         25      cauc  yes northeast       no
## 1362    569.80        12         22      cauc  yes northeast       no
## 1363    902.18        16         25      cauc   no northeast       no
## 1364   1187.08        12         25      cauc   no northeast       no
## 1365   1353.28        11          3      cauc   no northeast       no
## 1366    498.58        14         17      cauc   no northeast       no
## 1367    629.15        15         15      cauc   no northeast       no
## 1368   1083.21        14         12      cauc   no northeast       no
## 1369    237.42        17         -4      cauc  yes northeast       no
## 1370    356.13        18         -2      cauc  yes northeast       no
## 1371    712.25        12         18      cauc   no northeast       no
## 1372    508.35         8         36      cauc  yes northeast       no
## 1373    691.36         9         29      cauc  yes northeast       no
## 1374    353.28        12          2      cauc  yes northeast       no
## 1375     97.12        12          0      cauc  yes northeast      yes
## 1376    569.80        13          0      cauc  yes northeast       no
## 1377    474.83        12          8      cauc  yes northeast       no
## 1378    385.80         8          9      afam  yes northeast       no
## 1379    332.38        12          2      afam  yes northeast       no
## 1380   1187.08        16          8      cauc  yes northeast       no
## 1381    949.38        17         11      cauc  yes northeast       no
## 1382    949.67        10         26      cauc  yes northeast       no
## 1383   1661.92        18         14      cauc  yes northeast       no
## 1384   2136.75        18         13      cauc  yes northeast       no
## 1385   1414.61        16          6      cauc  yes northeast       no
## 1386    830.96        13         26      cauc  yes northeast       no
## 1387    712.25        16          7      cauc  yes northeast       no
## 1388    759.73        12         13      cauc  yes northeast       no
## 1389    933.71        17          8      cauc  yes northeast       no
## 1390    522.32        17          9      cauc  yes northeast       no
## 1391    308.64        12         34      cauc  yes northeast       no
## 1392    534.19        10         45      cauc  yes northeast       no
## 1393    593.54        14          5      cauc  yes northeast       no
## 1394    593.54        12         14      cauc  yes northeast       no
## 1395    854.70        15         12      cauc  yes northeast       no
## 1396   1214.41        18         30      cauc  yes northeast       no
## 1397   1153.30        18         17      cauc  yes northeast       no
## 1398    302.47         6         33      cauc  yes northeast       no
## 1399    238.68         9          8      cauc  yes northeast       no
## 1400    807.22        16         15      cauc   no northeast       no
## 1401   1258.31        18         35      cauc   no northeast       no
## 1402    569.80        12         37      cauc  yes northeast       no
## 1403    949.67        14         26      cauc  yes northeast       no
## 1404    246.91        13          0      cauc  yes northeast       no
## 1405    771.60        16         11      cauc   no northeast       no
## 1406    734.43        18          4      cauc  yes northeast       no
## 1407    745.49        13         42      cauc  yes northeast      yes
## 1408    808.57        10         39      cauc  yes northeast       no
## 1409    569.80        12          9      cauc  yes northeast       no
## 1410    419.75         7         53      cauc  yes northeast       no
## 1411    231.48        16         44      cauc  yes northeast      yes
## 1412    123.46        12          1      cauc  yes northeast      yes
## 1413    522.32        12          9      cauc   no northeast       no
## 1414    735.99        12         12      cauc   no northeast       no
## 1415   1115.86        13         47      cauc   no northeast       no
## 1416    949.67        18         31      cauc   no northeast       no
## 1417    857.29        16         34      cauc  yes northeast       no
## 1418    592.59         6         49      cauc  yes northeast       no
## 1419    679.01        12         17      cauc  yes northeast       no
## 1420    498.58        12         14      cauc  yes northeast       no
## 1421   2374.15        18         26      cauc  yes northeast       no
## 1422    617.28        12         36      cauc  yes northeast       no
## 1423    735.99        10         35      cauc  yes northeast       no
## 1424    356.13        12          2      cauc  yes northeast       no
## 1425    178.06        12          1      cauc   no northeast      yes
## 1426    199.43        16          2      cauc  yes northeast       no
## 1427    543.21        12         24      cauc  yes northeast       no
## 1428    207.41        13         -1      cauc  yes northeast      yes
## 1429    511.27        15         17      cauc  yes northeast       no
## 1430    994.78        16         18      cauc  yes northeast       no
## 1431    593.54        16          5      cauc  yes northeast       no
## 1432   1234.57        18         28      cauc  yes northeast       no
## 1433    688.51        12         20      cauc  yes northeast       no
## 1434    252.40         4         38      cauc  yes northeast       no
## 1435   1154.05        16         15      cauc  yes northeast       no
## 1436    664.77        16         19      cauc  yes northeast       no
## 1437    237.42        12          5      cauc   no northeast       no
## 1438    370.37        12         22      cauc  yes northeast       no
## 1439    593.54        16          6      cauc  yes northeast       no
## 1440    712.25        16          7      cauc  yes northeast       no
## 1441    246.91        13          6      cauc  yes northeast       no
## 1442    664.77        14          1      cauc  yes northeast       no
## 1443    569.80        14          1      cauc  yes northeast       no
## 1444    759.73        16         18      cauc  yes northeast       no
## 1445    705.13        13         36      cauc  yes northeast       no
## 1446    973.41         8         46      cauc  yes northeast       no
## 1447    569.80        12         12      cauc  yes northeast       no
## 1448    712.25        16          8      cauc  yes northeast       no
## 1449    759.73        12         15      cauc  yes northeast       no
## 1450   1111.11        12         34      cauc  yes northeast       no
## 1451    657.64        16         18      cauc  yes northeast       no
## 1452    925.93        12         26      cauc  yes northeast       no
## 1453     68.85        13         -1      cauc  yes northeast      yes
## 1454    593.54        12         27      cauc  yes northeast       no
## 1455    712.25        12          7      cauc  yes northeast       no
## 1456    356.13        12          3      cauc  yes northeast       no
## 1457    936.57        16          5      cauc  yes northeast       no
## 1458    688.51        12         20      cauc  yes northeast       no
## 1459    693.26        12         10      cauc  yes northeast       no
## 1460   1661.92        18         10      cauc  yes northeast       no
## 1461    641.03        14         17      cauc  yes northeast       no
## 1462   1063.10        12          7      cauc  yes northeast       no
## 1463   1242.88        13         24      cauc  yes northeast       no
## 1464   1258.31        17         11      cauc  yes northeast       no
## 1465    118.71        16          6      cauc  yes northeast       no
## 1466    234.57        18          3      cauc  yes northeast      yes
## 1467    154.32        18          2      cauc  yes northeast      yes
## 1468    246.91        18          4      cauc  yes northeast      yes
## 1469    593.54        12         29      cauc  yes northeast       no
## 1470    712.25        15          1      cauc  yes northeast       no
## 1471    522.32        18          2      cauc   no northeast      yes
## 1472    664.77        18         28      cauc   no northeast       no
## 1473    617.28        11         10      cauc  yes northeast       no
## 1474    486.70        12         19      cauc   no northeast       no
## 1475    417.85        12          9      cauc   no northeast       no
## 1476    686.13        16         24      cauc   no northeast       no
## 1477    664.77        14         33      cauc   no northeast       no
## 1478    569.80        11         18      cauc   no northeast       no
## 1479    498.58        14          8      cauc   no northeast       no
## 1480    949.67        18         39      cauc   no northeast       no
## 1481    123.46        15         -1      cauc   no northeast      yes
## 1482    498.58        14          4      cauc  yes northeast       no
## 1483    196.32        12          5      cauc  yes northeast       no
## 1484   1353.28        14         28      cauc  yes northeast       no
## 1485    546.06        16         24      cauc  yes northeast       no
## 1486    954.42        16          7      cauc  yes northeast       no
## 1487   1424.50        12         24      cauc  yes northeast       no
## 1488    854.70        16         21      cauc  yes northeast       no
## 1489   1851.85        12         18      cauc  yes northeast       no
## 1490    356.13        16          3      cauc  yes northeast      yes
## 1491     82.72        14          1      cauc  yes northeast      yes
## 1492    546.06         9         30      cauc  yes northeast       no
## 1493    451.09        12          4      cauc  yes northeast       no
## 1494    735.99        12         24      cauc  yes northeast       no
## 1495    522.32        12          9      cauc  yes northeast       no
## 1496    925.93        18          5      cauc  yes northeast       no
## 1497   1012.35        18         24      cauc  yes northeast       no
## 1498    534.19        14         16      cauc   no northeast       no
## 1499    520.46        13         12      cauc   no northeast       no
## 1500    881.83        11         31      cauc  yes northeast       no
## 1501    213.68        12          3      cauc   no northeast      yes
## 1502   1424.50        12         34      cauc  yes northeast       no
## 1503    230.29        12          0      cauc  yes northeast       no
## 1504   1139.60        18         28      cauc  yes northeast       no
## 1505    617.28        12         17      cauc  yes northeast       no
## 1506    830.96        12         45      cauc  yes northeast       no
## 1507    432.10        11         19      cauc  yes northeast       no
## 1508    830.96        14         23      cauc  yes northeast       no
## 1509     73.60        16         34      cauc  yes northeast       no
## 1510   1685.66        16         15      cauc  yes northeast       no
## 1511    417.85        12          7      cauc  yes northeast       no
## 1512    593.54        12          8      cauc  yes northeast       no
## 1513    830.96        18         19      cauc  yes northeast       no
## 1514    189.93        15         -1      cauc  yes northeast       no
## 1515   1187.08        14         38      cauc  yes northeast       no
## 1516    427.35        14          7      cauc  yes northeast       no
## 1517    617.28        12         35      cauc   no northeast       no
## 1518    296.30        12          5      cauc   no northeast       no
## 1519    949.67        15         21      cauc   no northeast       no
## 1520    925.93        12          9      cauc   no northeast       no
## 1521    759.73        14         24      cauc  yes northeast       no
## 1522    664.77        12         15      cauc  yes northeast       no
## 1523    403.61        14         39      cauc   no northeast       no
## 1524   1305.79        18         33      cauc  yes northeast       no
## 1525    486.70        13          5      cauc  yes northeast       no
## 1526    540.12        12          4      cauc  yes northeast       no
## 1527    151.74        10         50      cauc  yes northeast      yes
## 1528    451.09        12         10      cauc  yes northeast       no
## 1529    593.54        12         33      cauc  yes northeast       no
## 1530    866.57        12         19      cauc  yes northeast       no
## 1531   2374.15        18         12      cauc  yes northeast       no
## 1532    902.18        14         19      cauc  yes northeast       no
## 1533    854.70        12          8      cauc  yes northeast       no
## 1534    379.87        12         27      cauc  yes northeast       no
## 1535    403.61        12          3      cauc  yes northeast       no
## 1536    507.98        12         22      cauc  yes northeast       no
## 1537    712.25        14         11      cauc   no northeast       no
## 1538    284.90        16         11      cauc   no northeast       no
## 1539    303.89        12          7      cauc   no northeast       no
## 1540    405.03        16         41      cauc   no northeast       no
## 1541    546.06        13          4      afam   no northeast       no
## 1542    902.18        12         22      cauc  yes northeast       no
## 1543    641.03        12         26      cauc  yes northeast       no
## 1544    320.51        12         33      cauc  yes northeast       no
## 1545    712.25        16          7      cauc  yes northeast       no
## 1546   1187.08        14         22      cauc  yes northeast       no
## 1547    246.91         4         36      cauc  yes northeast       no
## 1548    481.96        12          3      cauc  yes northeast       no
## 1549    593.54        12          9      cauc  yes northeast       no
## 1550    498.58        13         39      cauc  yes northeast       no
## 1551    783.48        11         14      cauc  yes northeast       no
## 1552    664.77        13          4      cauc  yes northeast       no
## 1553    617.28        16          4      cauc  yes northeast       no
## 1554    830.96        18          5      cauc  yes northeast       no
## 1555    593.54        12         31      cauc  yes northeast       no
## 1556    688.51         8         26      cauc  yes northeast       no
## 1557    688.51        12         20      cauc  yes northeast       no
## 1558    243.62        12         45      cauc  yes northeast      yes
## 1559    333.33        15          0      cauc  yes northeast       no
## 1560    735.99        12         25      cauc  yes northeast       no
## 1561    998.39        16         13      cauc  yes northeast       no
## 1562    546.06        14          8      cauc   no northeast       no
## 1563    664.77         9         31      cauc   no northeast       no
## 1564    462.96        12         13      cauc   no northeast       no
## 1565    542.88        14         28      cauc   no northeast       no
## 1566    373.96        15          3      cauc   no northeast       no
## 1567    181.48         9         52      cauc  yes northeast      yes
## 1568    759.73        12         16      cauc  yes northeast       no
## 1569    427.35        16         15      cauc   no northeast       no
## 1570    146.98        15          0      cauc   no northeast      yes
## 1571    166.19        14          0      cauc   no northeast      yes
## 1572    593.54        11         10      cauc  yes northeast       no
## 1573    379.87        10         11      cauc  yes northeast       no
## 1574    237.42        12         15      cauc  yes northeast       no
## 1575   1004.27        12         22      cauc  yes northeast       no
## 1576   1661.92        18         24      cauc  yes northeast       no
## 1577   2136.75        16         32      cauc  yes northeast      yes
## 1578    546.06        16          2      cauc  yes northeast       no
## 1579    237.42         5         21      cauc  yes northeast       no
## 1580    997.15        16         19      cauc  yes northeast       no
## 1581    101.85        12          0      cauc  yes northeast      yes
## 1582    688.51        12         18      cauc  yes northeast       no
## 1583    759.73        16         19      afam   no northeast       no
## 1584    741.41        14         14      cauc   no northeast       no
## 1585    403.61         9         48      cauc   no northeast       no
## 1586    439.01        16         12      afam  yes northeast       no
## 1587    757.58        14         14      cauc  yes northeast       no
## 1588    308.40        12         48      cauc  yes northeast       no
## 1589    403.61        12         12      cauc  yes northeast       no
## 1590   1756.89        18         12      cauc  yes northeast       no
## 1591   1305.79        16         37      cauc  yes northeast       no
## 1592    194.00        14          0      cauc  yes northeast      yes
## 1593    514.40        12          8      cauc  yes northeast       no
## 1594    304.42         3         18      cauc  yes northeast       no
## 1595    795.35        12         23      cauc  yes northeast       no
## 1596    417.85         9          8      cauc  yes northeast       no
## 1597   1246.44        18         17      cauc  yes northeast       no
## 1598    949.67        16         28      cauc  yes northeast       no
## 1599    411.52        15         -1      cauc  yes northeast       no
## 1600   1234.57        18         11      cauc  yes northeast       no
## 1601    279.63        12          5      cauc  yes northeast       no
## 1602    345.68        16         -1      cauc  yes northeast       no
## 1603    633.62        12         40      cauc  yes northeast       no
## 1604    560.30        16          5      cauc  yes northeast       no
## 1605   1020.89        16         25      cauc  yes northeast       no
## 1606    525.88         0         38      cauc  yes northeast       no
## 1607   1226.05        12         40      cauc  yes northeast       no
## 1608    864.20        13         13      cauc  yes northeast       no
## 1609    578.70        18          3      cauc  yes northeast       no
## 1610    185.19        18          0      cauc  yes northeast      yes
## 1611    712.94        10         31      cauc  yes northeast       no
## 1612   1163.34        13         18      cauc  yes northeast       no
## 1613    888.89        12         34      cauc  yes northeast       no
## 1614   2041.79        18         22      cauc  yes northeast       no
## 1615    270.06        12          2      cauc  yes northeast       no
## 1616    569.80        16         10      cauc  yes northeast       no
## 1617    617.28        13         16      cauc  yes northeast       no
## 1618    735.99        11         24      cauc  yes northeast       no
## 1619    504.32        12         43      cauc  yes northeast       no
## 1620    493.83        14          0      cauc   no northeast       no
## 1621    783.48        18         37      cauc   no northeast       no
## 1622   2374.15        16         46      cauc   no northeast       no
## 1623   1187.08        16         29      cauc   no northeast       no
## 1624    189.93        13          1      cauc   no northeast       no
## 1625    830.96        18         15      cauc  yes northeast       no
## 1626    641.03        16         21      cauc  yes northeast       no
## 1627    686.89        12         16      cauc  yes northeast       no
## 1628    129.20        12          9      cauc   no northeast       no
## 1629    546.06        12         16      cauc  yes northeast       no
## 1630    767.43        17          6      cauc  yes northeast       no
## 1631    474.83        18          5      cauc  yes northeast       no
## 1632    949.67        14         18      cauc  yes northeast       no
## 1633    807.22        16         13      cauc  yes northeast       no
## 1634   1187.08        14         24      cauc  yes northeast       no
## 1635    783.48        12         24      cauc  yes northeast       no
## 1636    712.25        12         27      cauc  yes northeast       no
## 1637    379.87        12         40      cauc  yes northeast       no
## 1638    522.32        12         40      cauc  yes northeast       no
## 1639    268.66        12          5      cauc  yes northeast       no
## 1640    830.96        12         16      cauc  yes northeast       no
## 1641    830.96        14         31      cauc   no northeast       no
## 1642    688.51        16          6      cauc   no northeast       no
## 1643    111.11        12         48      cauc  yes northeast      yes
## 1644    688.51        16          8      cauc  yes northeast       no
## 1645    447.19        12         11      cauc  yes northeast       no
## 1646    864.20        14         24      cauc  yes northeast       no
## 1647    522.32        12         38      cauc   no northeast       no
## 1648    326.05        14          2      cauc   no northeast      yes
## 1649    720.16        14          0      cauc   no northeast       no
## 1650    301.11         7         42      cauc   no northeast       no
## 1651     55.56        10          7      cauc   no northeast      yes
## 1652     59.35        16         -3      cauc   no northeast      yes
## 1653    795.35        12         13      cauc   no northeast       no
## 1654     61.73        10         25      cauc  yes northeast      yes
## 1655    189.93        12          2      cauc  yes northeast       no
## 1656    973.41        14         18      cauc  yes northeast       no
## 1657    126.62        10          2      cauc  yes northeast      yes
## 1658   1305.79        18         24      cauc  yes northeast       no
## 1659   1068.38        18         23      cauc  yes northeast       no
## 1660    410.57        12          5      cauc   no northeast       no
## 1661    712.25        14         33      cauc  yes northeast       no
## 1662   1139.60        14         35      cauc  yes northeast       no
## 1663    546.06        16          2      cauc  yes northeast       no
## 1664    308.64        14          9      cauc  yes northeast       no
## 1665    534.19        18         19      cauc  yes northeast       no
## 1666    771.60        16          2      cauc  yes northeast       no
## 1667   1160.49        11         49      cauc  yes northeast       no
## 1668    949.67        16         24      cauc  yes northeast       no
## 1669    522.32        13         13      cauc  yes northeast       no
## 1670    593.54        12         25      cauc  yes northeast       no
## 1671    949.67        14         12      cauc  yes northeast       no
## 1672    902.18        18         17      cauc  yes northeast       no
## 1673    783.48        14         19      cauc  yes northeast       no
## 1674    284.90        17          1      cauc  yes northeast      yes
## 1675    123.46        16          0      cauc  yes northeast      yes
## 1676    712.25        12          7      cauc  yes northeast       no
## 1677    396.83        12          6      cauc  yes northeast       no
## 1678   1092.12        16         10      cauc  yes northeast       no
## 1679    925.93         8         43      cauc  yes northeast       no
## 1680   1543.21        16         30      cauc  yes northeast       no
## 1681    246.91        16         -1      cauc  yes northeast       no
## 1682    356.13        15         15      cauc  yes northeast       no
## 1683    643.00        12         14      cauc  yes northeast       no
## 1684    534.19        10         48      cauc  yes northeast       no
## 1685    379.87        12          4      cauc  yes northeast       no
## 1686    498.58        12         30      cauc  yes northeast       no
## 1687    949.67        14         29      cauc  yes northeast       no
## 1688    113.96        13          0      cauc  yes northeast      yes
## 1689    474.83         9         15      cauc   no northeast       no
## 1690    296.30         9          8      cauc   no northeast       no
## 1691    131.28        10          4      cauc   no northeast       no
## 1692    914.06        13         18      cauc  yes northeast       no
## 1693    546.06        16         14      cauc   no northeast       no
## 1694    308.64        10         53      cauc   no northeast      yes
## 1695    854.70        12         37      cauc   no northeast       no
## 1696    180.04        12          3      cauc   no northeast       no
## 1697    664.77         8         10      cauc   no northeast       no
## 1698    641.03        12          9      cauc   no northeast       no
## 1699    368.00        12         19      cauc  yes northeast       no
## 1700    495.88        15         -1      cauc  yes northeast       no
## 1701    735.99         9         30      cauc  yes northeast       no
## 1702    283.95        12          4      cauc  yes northeast       no
## 1703    166.40        17          7      cauc  yes northeast       no
## 1704   1780.63        16         23      cauc  yes northeast       no
## 1705   1044.63        18         28      cauc  yes northeast       no
## 1706    925.93        12         43      cauc  yes northeast       no
## 1707    246.91         2         49      cauc  yes northeast       no
## 1708    451.09        12          3      cauc  yes northeast       no
## 1709    902.18        13          5      cauc  yes northeast       no
## 1710    523.50        12          5      cauc  yes northeast       no
## 1711    783.48        16          3      cauc  yes northeast       no
## 1712    213.68        12          8      cauc  yes northeast       no
## 1713    641.03         8         33      cauc  yes northeast       no
## 1714    652.90        16          4      cauc  yes northeast       no
## 1715    446.34        12          8      cauc  yes northeast       no
## 1716    712.25        16         14      cauc  yes northeast       no
## 1717   1200.27        18         21      cauc  yes northeast       no
## 1718    240.55         8         15      cauc   no northeast       no
## 1719   1068.38        13         16      cauc   no northeast       no
## 1720    949.67        12         33      cauc  yes northeast       no
## 1721   1068.38        16         17      cauc  yes northeast       no
## 1722    345.68        12          1      cauc  yes northeast       no
## 1723    830.96        18         20      cauc  yes northeast       no
## 1724    370.37        14         27      cauc  yes northeast       no
## 1725    444.44        12          2      cauc  yes northeast       no
## 1726    322.89         9         37      cauc  yes northeast       no
## 1727    641.03        12         22      cauc  yes northeast       no
## 1728    522.32        12          8      cauc  yes northeast       no
## 1729    158.28        14         20      cauc  yes northeast       no
## 1730    888.89        12         19      cauc  yes northeast       no
## 1731    712.25        14         42      cauc  yes northeast       no
## 1732    949.67        14         43      cauc   no northeast       no
## 1733    861.33        17         13      cauc   no northeast       no
## 1734    973.41        17         20      cauc   no northeast       no
## 1735    427.35         8         31      cauc  yes northeast       no
## 1736    308.64        12          2      cauc  yes northeast       no
## 1737    939.35        11         24      cauc  yes northeast       no
## 1738    498.58        12         30      cauc  yes northeast       no
## 1739    569.80        16         23      cauc  yes northeast       no
## 1740    379.87         0         49      cauc  yes northeast       no
## 1741    344.73         8          4      cauc  yes northeast       no
## 1742    123.46        13         -1      cauc  yes northeast      yes
## 1743    404.98        14         17      cauc  yes northeast       no
## 1744    522.32        12          9      cauc  yes northeast       no
## 1745    593.54        12         11      cauc  yes northeast       no
## 1746    949.67        12         34      cauc  yes northeast       no
## 1747     59.35        12          1      cauc  yes northeast       no
## 1748    833.33        12         41      cauc   no northeast       no
## 1749    474.83        12          6      cauc   no northeast       no
## 1750   2374.15        16         31      cauc  yes northeast       no
## 1751    854.70        12         39      cauc   no northeast       no
## 1752    432.10        10         34      cauc   no northeast       no
## 1753    427.35        10         41      cauc  yes northeast       no
## 1754    781.10        14         11      cauc  yes northeast       no
## 1755    522.32        12         18      cauc   no northeast       no
## 1756    216.05        10          4      cauc  yes northeast       no
## 1757    830.96        16          3      cauc  yes northeast       no
## 1758    546.06        12         12      cauc  yes northeast       no
## 1759    118.71        12         20      afam   no northeast       no
## 1760    593.54        12         16      cauc  yes northeast       no
## 1761    293.21         9         16      cauc  yes northeast       no
## 1762    343.83        17          1      cauc  yes northeast       no
## 1763    246.91        16         13      cauc  yes northeast       no
## 1764   1780.63        18         25      cauc  yes northeast       no
## 1765    814.81        10         18      cauc  yes northeast       no
## 1766    118.71         9         12      cauc  yes northeast       no
## 1767    385.80        12          2      cauc  yes northeast       no
## 1768   1187.08        16         28      cauc  yes northeast       no
## 1769    735.99        14          9      cauc  yes northeast       no
## 1770    474.83        12         40      cauc  yes northeast       no
## 1771    664.77        14         19      cauc   no northeast       no
## 1772    246.91        12         12      cauc   no northeast       no
## 1773    997.15        12         27      cauc   no northeast       no
## 1774    451.09        12          4      cauc   no northeast       no
## 1775    830.96        14         10      cauc  yes northeast       no
## 1776    683.76         9         46      cauc  yes northeast       no
## 1777    617.28        12         11      cauc  yes northeast       no
## 1778    164.20        10         25      cauc  yes northeast       no
## 1779    142.45         3         16      afam  yes northeast       no
## 1780    403.61        12         41      cauc   no northeast       no
## 1781    735.99        12         25      cauc  yes northeast       no
## 1782    227.92        12          2      cauc  yes northeast       no
## 1783    712.25        13         14      cauc  yes northeast       no
## 1784    546.74        12         28      cauc   no northeast       no
## 1785    379.87        10         44      cauc   no northeast       no
## 1786    747.86        13         18      cauc   no northeast       no
## 1787     51.44        14         -1      cauc   no northeast      yes
## 1788   1066.69        18         44      cauc   no northeast       no
## 1789    209.88        13          0      cauc  yes northeast      yes
## 1790   1175.78        18         28      cauc  yes northeast       no
## 1791   1495.73        10          8      cauc  yes northeast       no
## 1792    403.61        12         27      cauc  yes northeast      yes
## 1793    555.56         9         20      cauc  yes northeast       no
## 1794    617.28        12         33      cauc  yes northeast       no
## 1795    444.44        12          5      cauc  yes northeast       no
## 1796   1139.60        17         27      cauc  yes northeast       no
## 1797    451.09        12         11      cauc  yes northeast       no
## 1798    474.83        12          9      cauc  yes northeast       no
## 1799    747.86        12         19      cauc  yes northeast       no
## 1800   1234.57        18         20      cauc  yes northeast       no
## 1801    344.68        13         11      cauc  yes northeast       no
## 1802    593.54        16         31      cauc  yes northeast       no
## 1803    356.13        12          6      cauc  yes northeast       no
## 1804    216.05        13         43      cauc  yes northeast      yes
## 1805    244.44        16          7      cauc   no northeast      yes
## 1806    358.02        12          3      cauc   no northeast       no
## 1807    949.67        12         38      cauc   no northeast       no
## 1808    712.25        13         13      cauc   no northeast       no
## 1809    481.96         8         30      cauc   no northeast       no
## 1810    633.90        13         26      cauc  yes northeast       no
## 1811    740.74        11         42      cauc   no northeast       no
## 1812    583.33        12         41      cauc   no northeast       no
## 1813    246.91        13          6      cauc   no northeast       no
## 1814   1020.89        13          7      cauc   no northeast       no
## 1815    332.38         8         31      cauc   no northeast       no
## 1816    546.06        16         13      cauc   no northeast       no
## 1817    170.29        10         47      cauc   no northeast       no
## 1818    688.51        12         17      cauc   no northeast       no
## 1819    237.42        12         38      cauc   no northeast       no
## 1820    213.68        12         15      cauc   no northeast       no
## 1821    498.58        16          7      cauc  yes northeast       no
## 1822    636.57        12          5      cauc  yes northeast       no
## 1823    403.61        10          4      cauc  yes northeast       no
## 1824   1305.79        18         17      cauc  yes northeast       no
## 1825   2374.15        12         16      cauc  yes northeast       no
## 1826    830.96        12         24      cauc  yes northeast       no
## 1827    360.08        16          0      cauc  yes northeast      yes
## 1828   1102.33        16         32      cauc  yes northeast       no
## 1829    463.59        12          8      cauc  yes northeast       no
## 1830    398.86        12          5      cauc  yes northeast      yes
## 1831    712.25        14          4      cauc  yes northeast       no
## 1832    759.73        12         10      cauc  yes northeast       no
## 1833    688.51        16          9      cauc  yes northeast       no
## 1834    546.06        12         15      cauc  yes northeast       no
## 1835    427.35        12         41      afam  yes northeast       no
## 1836    137.17        15          2      cauc  yes northeast       no
## 1837    308.64        14          9      cauc  yes northeast       no
## 1838   1383.50        12         40      cauc  yes northeast       no
## 1839    412.69        12         10      cauc  yes northeast       no
## 1840    656.93        12          6      cauc  yes northeast       no
## 1841   1282.05        16         23      cauc  yes northeast       no
## 1842    902.18        15         36      cauc  yes northeast       no
## 1843    427.35        14          6      cauc  yes northeast       no
## 1844    451.09        18          8      cauc  yes northeast       no
## 1845    462.96        12         13      cauc  yes northeast       no
## 1846    617.28        14          6      cauc  yes northeast       no
## 1847    676.64        14         15      cauc  yes northeast       no
## 1848    747.86        12         14      cauc  yes northeast       no
## 1849    795.35        16         34      cauc  yes northeast       no
## 1850    712.25        13         18      cauc  yes northeast       no
## 1851    586.42        16          1      cauc  yes northeast       no
## 1852   1780.63        16         14      cauc  yes northeast       no
## 1853   1424.50        12         36      cauc  yes northeast       no
## 1854   1115.86        16         23      cauc  yes northeast       no
## 1855    925.93        16         12      cauc  yes northeast       no
## 1856    474.83        16         34      cauc  yes northeast       no
## 1857    546.06        12         22      cauc  yes northeast       no
## 1858    641.03        18         20      cauc  yes northeast       no
## 1859    806.25        16         10      cauc  yes northeast       no
## 1860   1412.63        18         14      cauc  yes northeast       no
## 1861    617.28        12         40      cauc  yes northeast       no
## 1862    308.64        12         48      cauc  yes northeast       no
## 1863    308.64        12         15      cauc  yes northeast       no
## 1864   1519.47        18         16      cauc  yes northeast       no
## 1865    206.55        12         48      cauc  yes northeast      yes
## 1866    821.46        18         15      afam  yes northeast       no
## 1867    379.87        14         21      cauc  yes northeast       no
## 1868    356.13         1         50      cauc  yes northeast       no
## 1869   3793.83        14          6      cauc  yes northeast       no
## 1870    403.61        15         20      cauc  yes northeast       no
## 1871    617.28        16         14      cauc  yes northeast       no
## 1872    315.82        14          7      cauc  yes northeast       no
## 1873    348.21        14          9      cauc  yes northeast      yes
## 1874    522.32        12          6      cauc  yes northeast       no
## 1875    629.63        13         34      cauc  yes northeast       no
## 1876    332.38        13         31      cauc  yes northeast       no
## 1877    605.41        17          2      cauc  yes northeast       no
## 1878    197.53        13         16      afam  yes northeast       no
## 1879    481.72        10         16      cauc  yes northeast       no
## 1880    488.68        18          7      cauc  yes northeast       no
## 1881    474.83        12         21      cauc  yes northeast       no
## 1882    830.96        12         49      cauc  yes northeast       no
## 1883    712.25        15         39      cauc  yes northeast       no
## 1884   1068.38        18          7      cauc  yes northeast       no
## 1885    445.41        16         10      cauc  yes northeast       no
## 1886    878.44        13         26      cauc  yes northeast       no
## 1887    555.56        16         38      cauc  yes northeast       no
## 1888    797.33        12         25      cauc  yes northeast       no
## 1889    298.43        12          3      cauc  yes northeast       no
## 1890    830.96        12         13      cauc  yes northeast       no
## 1891    225.70        12          6      cauc  yes northeast       no
## 1892    854.70        16          4      cauc  yes northeast       no
## 1893    522.32        12         43      cauc  yes northeast       no
## 1894    617.28        13         18      cauc  yes northeast       no
## 1895    493.83        12         14      cauc  yes northeast       no
## 1896    474.83        15         29      cauc  yes northeast       no
## 1897    189.93        14          3      cauc  yes northeast      yes
## 1898    486.42         8         41      cauc  yes northeast       no
## 1899    830.96        14         12      cauc  yes northeast       no
## 1900    284.90        12         16      cauc  yes northeast       no
## 1901    356.13        12          2      cauc  yes northeast       no
## 1902    474.83        10         34      cauc  yes northeast       no
## 1903    231.48        12         46      cauc  yes northeast       no
## 1904    197.53        13          0      cauc  yes northeast       no
## 1905    150.89        11          1      cauc  yes northeast       no
## 1906   1452.43        18         13      cauc  yes northeast       no
## 1907    237.42        15          2      cauc  yes northeast      yes
## 1908    237.42        14          2      cauc  yes northeast       no
## 1909    712.25        16         15      cauc  yes northeast       no
## 1910    857.34        11         40      cauc  yes northeast       no
## 1911    670.96        12         27      cauc  yes northeast       no
## 1912    308.64        12          6      cauc  yes northeast       no
## 1913    705.70        12         44      cauc  yes northeast       no
## 1914    153.42        14          0      cauc  yes northeast       no
## 1915    688.51        10         45      cauc  yes northeast       no
## 1916    214.25        14          1      cauc  yes northeast       no
## 1917    237.42        12          6      cauc  yes northeast       no
## 1918    415.48         8          8      cauc  yes northeast       no
## 1919    427.35        12          3      cauc  yes northeast       no
## 1920    432.10         4         27      cauc  yes northeast       no
## 1921    474.83        14          8      cauc  yes northeast       no
## 1922    593.54         4         47      cauc  yes northeast       no
## 1923    759.73        12         18      cauc  yes northeast       no
## 1924    332.38        12         28      cauc  yes northeast       no
## 1925    145.06        11          8      cauc  yes northeast       no
## 1926    569.80        16         20      cauc  yes northeast       no
## 1927   1543.21        14         19      cauc  yes northeast       no
## 1928    261.16        10         47      cauc  yes northeast       no
## 1929    332.38        14         11      cauc  yes northeast       no
## 1930    332.38         8         43      cauc  yes northeast       no
## 1931    284.90        12          8      cauc  yes northeast       no
## 1932    522.32        16          5      cauc  yes northeast       no
## 1933    712.25        14         16      cauc  yes northeast       no
## 1934    118.71        18         13      cauc  yes northeast      yes
## 1935     72.02        18         11      cauc  yes northeast      yes
## 1936    166.19        18          5      cauc  yes northeast      yes
## 1937    155.51        16          1      cauc  yes northeast      yes
## 1938    520.99        10         29      cauc  yes northeast       no
## 1939    902.18        18         10      cauc  yes northeast       no
## 1940    866.57        12         45      cauc  yes northeast       no
## 1941    522.32        10         17      cauc  yes northeast       no
## 1942   1234.57        16         15      cauc  yes northeast       no
## 1943    759.73        16          8      cauc  yes northeast       no
## 1944    925.93        12         19      cauc  yes northeast       no
## 1945    997.15        14         10      cauc  yes northeast       no
## 1946   1044.63        13         12      cauc  yes northeast       no
## 1947    641.03        12         21      cauc  yes northeast       no
## 1948    324.89        10         13      cauc  yes northeast       no
## 1949    552.26        10         32      cauc  yes northeast       no
## 1950    142.45        12         44      cauc  yes northeast      yes
## 1951    593.54        12         14      cauc  yes northeast       no
## 1952    617.28        13          7      cauc  yes northeast       no
## 1953    237.42        12          2      cauc  yes northeast       no
## 1954    617.28        13          0      cauc  yes northeast       no
## 1955    142.45        14         14      cauc  yes northeast       no
## 1956    593.54        12         32      cauc  yes northeast       no
## 1957    231.48        12          4      cauc  yes northeast       no
## 1958    890.31        16         17      cauc  yes northeast       no
## 1959    949.67        16         18      cauc  yes northeast       no
## 1960    783.40        12         23      cauc  yes northeast       no
## 1961    284.90        12         11      cauc  yes northeast       no
## 1962    232.67        12          3      cauc  yes northeast       no
## 1963     82.30        12          0      cauc  yes northeast      yes
## 1964    379.87         9         42      cauc  yes northeast       no
## 1965    847.25        17         16      cauc  yes northeast       no
## 1966    569.80        13          8      cauc  yes northeast       no
## 1967   1234.57        18         32      cauc  yes northeast       no
## 1968    356.13        13          4      cauc  yes northeast       no
## 1969    113.17        13         -1      cauc  yes northeast       no
## 1970   1621.88        16          9      cauc  yes northeast       no
## 1971    664.77        12         37      cauc  yes northeast       no
## 1972    356.13        13         18      cauc  yes northeast       no
## 1973    394.28         6         31      cauc  yes northeast       no
## 1974    197.53        12          6      cauc  yes northeast       no
## 1975    547.24        12         35      cauc  yes northeast       no
## 1976    664.77        14          6      cauc  yes northeast       no
## 1977    759.73        12         10      cauc  yes northeast       no
## 1978    688.51        12         20      cauc  yes northeast       no
## 1979    427.35        12          5      cauc  yes northeast       no
## 1980    356.13        10         23      cauc  yes northeast       no
## 1981    830.96        12         17      cauc  yes northeast       no
## 1982    878.44        11         15      cauc  yes northeast       no
## 1983    987.65        17          4      cauc  yes northeast      yes
## 1984    785.63        11         30      cauc  yes northeast       no
## 1985    427.35        16          3      cauc  yes northeast       no
## 1986   1666.67        16         23      cauc  yes northeast       no
## 1987    518.52        14          0      cauc  yes northeast       no
## 1988    949.67        18         36      cauc  yes northeast       no
## 1989    949.67        12         17      cauc  yes northeast       no
## 1990    320.51        16         11      cauc  yes northeast       no
## 1991    593.54        15         29      cauc  yes northeast       no
## 1992    379.87        12         47      cauc  yes northeast       no
## 1993    807.22        16         19      cauc  yes northeast       no
## 1994    895.06        12         20      cauc  yes northeast       no
## 1995   1020.89        18         20      cauc  yes northeast       no
## 1996    308.64        14          0      cauc  yes northeast       no
## 1997    664.77        18         13      afam  yes northeast       no
## 1998    370.37        12         44      cauc  yes northeast       no
## 1999   1068.38        18         19      cauc  yes northeast       no
## 2000    850.97        18          8      cauc  yes northeast       no
## 2001    530.30        14         23      cauc  yes northeast       no
## 2002    339.51        12          0      cauc  yes northeast       no
## 2003    630.42        10         47      cauc  yes northeast       no
## 2004    284.90        16         19      cauc  yes northeast       no
## 2005    735.99        14         13      cauc  yes northeast       no
## 2006    712.25        18         16      cauc  yes northeast       no
## 2007   1258.31        16         17      cauc  yes northeast       no
## 2008    246.91        12         28      cauc  yes northeast       no
## 2009    641.03        12         22      cauc  yes northeast       no
## 2010    544.80        14         13      cauc  yes northeast       no
## 2011    356.13        12          7      cauc  yes northeast       no
## 2012    641.03        14         17      cauc  yes northeast       no
## 2013    322.89        12         19      cauc  yes northeast       no
## 2014    902.18        12         16      cauc  yes northeast       no
## 2015   4748.34        12         34      cauc   no northeast       no
## 2016    807.22        12         25      cauc   no northeast       no
## 2017   1068.38        16          9      cauc  yes northeast       no
## 2018    759.73        12         14      cauc   no northeast       no
## 2019    474.83        12         21      cauc  yes northeast       no
## 2020    522.32        14         32      cauc  yes northeast       no
## 2021    569.80        12         33      cauc  yes northeast       no
## 2022    474.83        12         43      cauc   no northeast       no
## 2023    830.96        12         32      cauc  yes northeast       no
## 2024    246.91        14          2      cauc  yes northeast      yes
## 2025    296.30        14          6      cauc  yes northeast       no
## 2026     71.23        14          2      cauc  yes northeast      yes
## 2027    144.03        12          0      cauc   no northeast      yes
## 2028    136.30        11          1      cauc  yes northeast      yes
## 2029    470.31        12         16      cauc  yes northeast       no
## 2030    356.13        12         30      cauc  yes northeast       no
## 2031    278.38        11         18      cauc  yes northeast       no
## 2032   1424.50        12         46      cauc  yes northeast      yes
## 2033    854.70        12         13      cauc  yes northeast       no
## 2034    830.96        12         11      cauc   no northeast       no
## 2035    546.06        12         16      cauc   no northeast       no
## 2036    448.93        14         13      cauc   no northeast       no
## 2037    403.61        12         35      cauc  yes northeast       no
## 2038    427.35        12         30      cauc  yes northeast       no
## 2039    830.96        18         10      cauc   no northeast       no
## 2040    458.21        18         11      cauc   no northeast       no
## 2041    949.67        16          2      cauc  yes northeast       no
## 2042    664.77        12         13      cauc  yes northeast       no
## 2043   1481.48        12          5      cauc  yes northeast       no
## 2044    246.91         9         34      cauc  yes northeast       no
## 2045    819.09        15         17      cauc   no northeast       no
## 2046    759.73        16         12      cauc   no northeast       no
## 2047    593.54        12         28      cauc  yes northeast       no
## 2048    664.77        16         15      cauc  yes northeast       no
## 2049    647.52        14         24      cauc  yes northeast       no
## 2050    254.32        14          0      cauc  yes northeast       no
## 2051    156.89        13         -1      cauc  yes northeast      yes
## 2052    185.19        12         49      cauc   no northeast      yes
## 2053    363.11        10         25      cauc   no northeast       no
## 2054    830.96        12         23      cauc  yes northeast       no
## 2055    569.80        12         20      cauc  yes northeast       no
## 2056    142.07        12         48      afam   no northeast      yes
## 2057    154.32        12          0      afam   no northeast      yes
## 2058    593.54        16          8      cauc  yes northeast       no
## 2059    546.06         0         43      cauc  yes northeast       no
## 2060    285.13        13          6      cauc  yes northeast       no
## 2061     77.16        14          0      cauc  yes northeast      yes
## 2062    284.90        10         12      cauc  yes northeast       no
## 2063    395.06        10         13      cauc  yes northeast       no
## 2064    474.83        12          6      cauc  yes northeast       no
## 2065    593.54        18          2      cauc  yes northeast       no
## 2066    783.48        16         13      cauc  yes northeast       no
## 2067    451.09        12         11      afam  yes northeast       no
## 2068    189.93        13          5      afam   no northeast       no
## 2069    822.17        12         19      cauc  yes northeast       no
## 2070    427.35        12         11      cauc  yes northeast       no
## 2071    771.60        12         23      cauc  yes northeast       no
## 2072    776.09        14         11      cauc  yes northeast       no
## 2073    997.15        12          8      cauc  yes northeast       no
## 2074    394.01         8         41      cauc  yes northeast       no
## 2075    314.69         9         23      cauc  yes northeast       no
## 2076    617.28        13         23      cauc  yes northeast       no
## 2077    420.88        12         17      cauc  yes northeast       no
## 2078    403.12         8         31      cauc  yes northeast       no
## 2079    569.80        16          4      cauc  yes northeast       no
## 2080    617.28        18         18      cauc  yes northeast       no
## 2081    189.93        12         42      cauc  yes northeast       no
## 2082    641.03        12         23      cauc   no northeast       no
## 2083    593.54        16          5      cauc  yes northeast       no
## 2084    949.67        12         13      cauc  yes northeast       no
## 2085    712.25        14         26      cauc  yes northeast       no
## 2086    153.13        14          4      cauc  yes northeast       no
## 2087    280.58        13          1      cauc  yes northeast       no
## 2088    712.25        14         16      cauc  yes northeast       no
## 2089   1187.08        16         13      cauc  yes northeast       no
## 2090    949.67        17         12      cauc  yes northeast       no
## 2091    593.54        10         32      cauc  yes northeast       no
## 2092    346.91        10         42      cauc  yes northeast       no
## 2093    593.54        14         28      cauc  yes northeast       no
## 2094    429.72        12          6      cauc  yes northeast       no
## 2095    593.54        12         13      cauc  yes northeast       no
## 2096    617.28        11         38      cauc  yes northeast       no
## 2097    712.25        15         11      cauc  yes northeast       no
## 2098    467.71        12         31      cauc  yes northeast       no
## 2099    474.83         8         26      cauc  yes northeast       no
## 2100    759.73        16         25      cauc  yes northeast       no
## 2101    474.83        10         28      afam  yes northeast      yes
## 2102   1139.60        18          3      cauc  yes northeast       no
## 2103   1543.21        13         42      cauc  yes northeast       no
## 2104    617.28        16         14      cauc  yes northeast       no
## 2105    522.32         9         50      cauc  yes northeast       no
## 2106    487.82        12         15      cauc  yes northeast       no
## 2107    123.46        12          1      cauc  yes northeast      yes
## 2108   1234.57        16          5      cauc  yes northeast       no
## 2109    985.28        18         17      cauc  yes northeast       no
## 2110   1068.38        17         15      cauc  yes northeast       no
## 2111    493.83        14          3      cauc  yes northeast       no
## 2112   1305.79        18         30      cauc  yes northeast       no
## 2113    641.03        14         21      afam  yes northeast       no
## 2114    902.18        12          9      cauc  yes northeast       no
## 2115    666.67        11         48      cauc  yes northeast       no
## 2116   1187.08        14         21      cauc  yes northeast       no
## 2117    759.73        13         30      cauc  yes northeast       no
## 2118    760.97        12         18      afam  yes northeast       no
## 2119    679.01        15          8      cauc  yes northeast       no
## 2120   2018.04        16         14      cauc  yes northeast       no
## 2121    554.30        12         22      afam  yes northeast       no
## 2122    403.61        12         24      afam  yes northeast       no
## 2123   1899.34        16         12      cauc  yes northeast       no
## 2124    498.58        13          9      cauc  yes northeast       no
## 2125    543.21        12          9      cauc  yes northeast       no
## 2126    258.78        14         17      cauc  yes northeast       no
## 2127    567.90         8         31      cauc  yes northeast       no
## 2128    716.05        16         22      cauc  yes northeast       no
## 2129   1661.92        16          9      cauc  yes northeast       no
## 2130   1899.34        18         25      cauc  yes northeast       no
## 2131   1424.50        14         32      cauc  yes northeast       no
## 2132    474.83        12          5      cauc  yes northeast       no
## 2133    164.61        13          0      cauc  yes northeast       no
## 2134    493.83        12          6      cauc  yes northeast       no
## 2135    296.77        12          2      cauc  yes northeast       no
## 2136    151.95        12          4      cauc  yes northeast       no
## 2137    735.99        16         10      cauc  yes northeast       no
## 2138    474.83        11         37      cauc  yes northeast       no
## 2139    641.98        12         35      cauc  yes northeast       no
## 2140    830.96        16         28      cauc  yes northeast       no
## 2141    623.77        12         46      cauc  yes northeast       no
## 2142    740.74        16         37      cauc  yes northeast      yes
## 2143    546.06        14          4      cauc  yes northeast       no
## 2144   1320.04        12         31      cauc  yes northeast       no
## 2145    664.77        16          7      cauc  yes northeast       no
## 2146    854.70        12         24      cauc  yes northeast       no
## 2147    289.65         8         13      cauc  yes northeast       no
## 2148   1020.89        16         18      cauc  yes northeast       no
## 2149    641.03        14         17      cauc  yes northeast       no
## 2150    783.48        12         10      cauc  yes northeast       no
## 2151    569.80        12         19      cauc  yes northeast       no
## 2152    593.54        12          7      afam  yes northeast       no
## 2153    949.67        14         11      cauc  yes northeast       no
## 2154    712.25        12         42      cauc  yes northeast       no
## 2155   1187.08        18         32      cauc  yes northeast       no
## 2156    669.52        16          6      cauc  yes northeast       no
## 2157    403.61        14          5      cauc  yes northeast       no
## 2158    237.42         7         50      afam  yes northeast       no
## 2159    522.32        12         20      afam  yes northeast       no
## 2160   1543.21        16         14      cauc  yes northeast       no
## 2161    197.53        18         41      cauc  yes northeast      yes
## 2162    693.26        16          6      cauc  yes northeast       no
## 2163    427.35        12         45      cauc  yes northeast       no
## 2164    113.96        16          1      cauc  yes northeast      yes
## 2165   1115.86        16         29      cauc  yes northeast       no
## 2166    712.25        16         25      cauc  yes northeast       no
## 2167    316.95        12         13      cauc  yes northeast       no
## 2168    319.03        13          0      cauc  yes northeast       no
## 2169    688.51        16         11      cauc  yes northeast       no
## 2170    593.54        13         10      cauc  yes northeast       no
## 2171    546.06        17          8      cauc  yes northeast       no
## 2172    368.00        12          6      cauc  yes northeast       no
## 2173   1044.63        16         13      cauc  yes northeast       no
## 2174    949.67        12         47      cauc  yes northeast       no
## 2175    432.10        10         13      cauc  yes northeast       no
## 2176    414.39        12         27      cauc  yes northeast       no
## 2177   2469.11        18         29      cauc  yes northeast       no
## 2178   1187.08        14         33      cauc  yes northeast       no
## 2179    546.06        14         12      cauc  yes northeast       no
## 2180   1661.92        18         19      cauc  yes northeast       no
## 2181    593.54        16          5      cauc  yes northeast       no
## 2182    580.97        11          5      afam  yes northeast      yes
## 2183    408.36        12         16      cauc  yes northeast       no
## 2184   1899.34        18         19      cauc  yes northeast       no
## 2185   1187.08        14         33      cauc  yes northeast       no
## 2186   1068.38        12         39      cauc  yes northeast       no
## 2187    973.41        10         32      cauc  yes northeast       no
## 2188    740.74        14         25      cauc  yes northeast       no
## 2189    505.87        16         35      cauc  yes northeast       no
## 2190    332.38        16         44      cauc  yes northeast       no
## 2191   1163.34        12          8      cauc  yes northeast       no
## 2192    807.22        16          9      cauc  yes northeast       no
## 2193    154.32        16          4      cauc  yes northeast       no
## 2194    403.61        18         22      cauc  yes northeast       no
## 2195    434.83        13         11      cauc  yes northeast       no
## 2196    897.60        18         26      cauc  yes northeast       no
## 2197   1032.10        12         15      cauc  yes northeast       no
## 2198   1377.02        18         33      cauc  yes northeast       no
## 2199    451.09         8         37      cauc  yes northeast       no
## 2200    308.64        11          6      cauc  yes northeast       no
## 2201    345.68        12         23      cauc  yes northeast       no
## 2202   1282.05        18         22      cauc  yes northeast       no
## 2203    749.98        13         32      cauc  yes northeast       no
## 2204    783.48        12         23      cauc  yes northeast       no
## 2205   2992.51        17         12      cauc  yes northeast       no
## 2206    902.18        12         23      cauc  yes northeast       no
## 2207    727.28        17          6      cauc  yes northeast       no
## 2208   1044.63        15         10      cauc  yes northeast       no
## 2209    451.09        12         14      afam  yes northeast       no
## 2210    498.58        12         25      cauc  yes northeast       no
## 2211    688.51        12         22      cauc  yes northeast       no
## 2212    546.06        12         11      cauc  yes northeast       no
## 2213    296.30        10          7      cauc  yes northeast       no
## 2214    783.48        12         26      cauc  yes northeast       no
## 2215     65.62        13         -1      cauc  yes northeast      yes
## 2216    742.21        16         12      cauc  yes northeast       no
## 2217    403.61         8         50      cauc  yes northeast       no
## 2218   1234.57        12         26      cauc  yes northeast       no
## 2219   2057.61        16         20      cauc  yes northeast       no
## 2220    142.75        14         18      cauc  yes northeast      yes
## 2221    783.48        11         44      cauc  yes northeast       no
## 2222    451.09        12         40      cauc  yes northeast       no
## 2223    726.22         4         28      cauc  yes northeast       no
## 2224    712.25        12         42      cauc  yes northeast       no
## 2225    603.04        12          9      cauc  yes northeast       no
## 2226    474.83        12         38      cauc  yes northeast       no
## 2227   1068.38        12         35      afam  yes northeast       no
## 2228    177.13        14         17      afam  yes northeast       no
## 2229    617.28        10          9      afam  yes northeast       no
## 2230    664.77        12         19      cauc  yes northeast       no
## 2231    470.31        10          6      cauc  yes northeast       no
## 2232    166.19        11          4      cauc  yes northeast       no
## 2233    555.07         9         45      cauc  yes northeast       no
## 2234   2018.04        16         17      cauc  yes northeast       no
## 2235    546.06        14          3      afam  yes northeast       no
## 2236    403.61        10         38      afam  yes northeast       no
## 2237   1187.08        18         10      cauc  yes northeast       no
## 2238    533.11        12          7      cauc  yes northeast       no
## 2239    186.01        12          1      cauc  yes northeast      yes
## 2240    403.61        11         46      cauc  yes northeast       no
## 2241    474.43        12         13      cauc  yes northeast       no
## 2242   1044.63        13         13      cauc  yes northeast       no
## 2243    353.09        12         11      cauc  yes northeast       no
## 2244   2374.15        16         28      cauc  yes northeast       no
## 2245    830.96        18          0      cauc  yes northeast       no
## 2246    949.67        16          8      cauc  yes northeast       no
## 2247   2374.15        12         15      cauc  yes northeast       no
## 2248   1248.46        18          6      cauc  yes northeast       no
## 2249    712.25        10         47      cauc  yes northeast       no
## 2250    617.28        12          9      cauc  yes northeast       no
## 2251    949.67        16          9      cauc  yes northeast       no
## 2252    608.93        14         13      cauc  yes northeast       no
## 2253    558.50        12         10      cauc  yes northeast       no
## 2254    759.73        16         34      cauc  yes northeast       no
## 2255    427.35        11         49      cauc  yes northeast       no
## 2256   1358.02        14         29      afam  yes northeast       no
## 2257    740.74        16          6      afam  yes northeast       no
## 2258   1358.02        18          8      cauc  yes northeast       no
## 2259    830.96        12         24      cauc  yes northeast       no
## 2260    534.98        16         39      cauc   no northeast      yes
## 2261   1946.82        16         11      cauc  yes northeast       no
## 2262    713.51        12         20      cauc  yes northeast       no
## 2263   1661.92        16         15      cauc  yes northeast       no
## 2264    237.42        12         13      cauc  yes northeast       no
## 2265    724.12        16         10      cauc  yes northeast       no
## 2266    506.49        15          4      cauc  yes northeast       no
## 2267    379.87         5         46      cauc  yes northeast       no
## 2268    498.58         0         49      cauc  yes northeast       no
## 2269    228.40        12          1      cauc  yes northeast      yes
## 2270    142.45        12          2      cauc  yes northeast       no
## 2271    522.32         7         27      cauc  yes northeast       no
## 2272    546.06        15          7      cauc  yes northeast       no
## 2273    569.80         6         42      cauc  yes northeast       no
## 2274    830.96        16         18      cauc  yes northeast       no
## 2275   1543.21        18         26      cauc  yes northeast       no
## 2276   1661.92        16         15      cauc  yes northeast       no
## 2277    949.67        12         13      cauc  yes northeast       no
## 2278    293.94        12         27      cauc  yes northeast       no
## 2279     92.59        12          0      cauc  yes northeast       no
## 2280   1115.86        12         11      cauc  yes northeast       no
## 2281    759.73        16          7      cauc  yes northeast       no
## 2282    759.73        16         12      cauc  yes northeast       no
## 2283    949.67        12          9      cauc  yes northeast       no
## 2284    712.25        12          7      cauc  yes northeast       no
## 2285    854.70        14         34      cauc  yes northeast       no
## 2286    427.35        12          4      cauc  yes northeast       no
## 2287    246.91        12          0      cauc  yes northeast       no
## 2288   1234.57        14         25      cauc  yes northeast       no
## 2289    308.64        12          2      cauc  yes northeast       no
## 2290    641.03        11         47      cauc  yes northeast       no
## 2291    617.28        12         20      cauc   no northeast       no
## 2292    474.83         8         49      cauc   no northeast       no
## 2293    406.96        14         11      cauc   no northeast       no
## 2294    688.51        12         17      cauc   no northeast       no
## 2295   1172.84        12          3      cauc  yes northeast       no
## 2296    282.92        12         11      cauc  yes northeast       no
## 2297    201.80        13         12      cauc  yes northeast       no
## 2298    759.73        12         13      cauc  yes northeast       no
## 2299   1329.53        12         39      cauc  yes northeast       no
## 2300   1353.28        16         17      cauc  yes northeast       no
## 2301    830.96        17         14      cauc   no northeast       no
## 2302   1020.89        11         42      cauc   no northeast       no
## 2303    427.35        12         16      cauc   no northeast       no
## 2304    427.35        12          2      cauc  yes northeast       no
## 2305    617.28        11         39      cauc  yes northeast       no
## 2306    522.32        12         40      cauc  yes northeast       no
## 2307   1424.50        16         19      cauc  yes northeast       no
## 2308    546.06        12         17      cauc  yes northeast       no
## 2309    403.61         8         29      cauc  yes northeast       no
## 2310    902.18        16         13      cauc  yes northeast       no
## 2311    578.70        14         26      cauc  yes northeast       no
## 2312    515.62        12          8      cauc  yes northeast       no
## 2313    712.25        13         27      cauc  yes northeast       no
## 2314    830.96        12         17      cauc   no northeast       no
## 2315    678.28        18         28      cauc   no northeast       no
## 2316    325.31        14          0      cauc   no northeast       no
## 2317     95.80        12          0      cauc   no northeast       no
## 2318   1187.08        14         44      cauc  yes northeast       no
## 2319    890.31        12         19      cauc  yes northeast       no
## 2320    593.54        12         30      cauc  yes northeast       no
## 2321    683.76        11          8      cauc  yes northeast       no
## 2322   1923.08        13         34      cauc  yes northeast       no
## 2323    997.27        12         13      cauc  yes northeast       no
## 2324    807.22        12         38      cauc  yes northeast       no
## 2325    652.90        12         20      cauc  yes northeast       no
## 2326    308.64        12         19      cauc  yes northeast       no
## 2327   2374.15        18         11      cauc  yes northeast       no
## 2328   1115.86        16          8      cauc  yes northeast       no
## 2329     61.73        12          0      cauc  yes northeast      yes
## 2330   1899.34        14         30      cauc  yes northeast       no
## 2331     94.97        12          0      cauc  yes northeast      yes
## 2332    949.67        12         15      cauc  yes northeast       no
## 2333   1320.99        16         18      afam  yes northeast       no
## 2334    427.35        13          2      cauc  yes northeast       no
## 2335    830.96        12         17      cauc  yes northeast       no
## 2336    874.49        12         21      cauc  yes northeast       no
## 2337    440.92        18         36      cauc   no northeast       no
## 2338   1044.63        16         14      cauc  yes northeast       no
## 2339    308.64        18         39      cauc  yes northeast      yes
## 2340    332.38        12          2      afam   no northeast       no
## 2341    320.99        12          6      cauc   no northeast       no
## 2342    735.99        14         17      afam   no northeast       no
## 2343    451.09        12         12      afam  yes northeast       no
## 2344     98.77         8         40      cauc  yes northeast       no
## 2345    593.54        14         15      cauc  yes northeast       no
## 2346    641.03        16         16      cauc  yes northeast       no
## 2347    237.42        13         41      cauc  yes northeast      yes
## 2348    370.37        18          3      cauc  yes northeast       no
## 2349    203.70        13          4      cauc  yes northeast       no
## 2350    266.67        14          2      cauc  yes northeast       no
## 2351    759.73        12         42      cauc   no northeast       no
## 2352    997.15        18          4      cauc  yes northeast       no
## 2353   1068.38        18          6      cauc  yes northeast       no
## 2354    522.32        16          4      cauc  yes northeast       no
## 2355    282.92         7         21      cauc  yes northeast       no
## 2356    679.01         3         49      cauc  yes northeast       no
## 2357   2374.15        12         15      cauc  yes northeast       no
## 2358    830.96        16          7      cauc  yes northeast       no
## 2359    830.96        16          7      cauc  yes northeast       no
## 2360    284.90        11         28      cauc  yes northeast       no
## 2361    522.32        12          5      cauc  yes northeast       no
## 2362    949.67        16         13      cauc   no northeast       no
## 2363   1277.30        15         30      cauc  yes northeast       no
## 2364    379.87        12          3      cauc  yes northeast       no
## 2365    189.93        12          1      cauc  yes northeast       no
## 2366    320.99        15          4      cauc  yes northeast       no
## 2367    569.80         8         24      cauc  yes northeast       no
## 2368    997.15        18         22      cauc  yes northeast       no
## 2369    173.31        13          0      cauc  yes northeast       no
## 2370    902.18         9         40      cauc  yes northeast       no
## 2371    854.70        17          8      cauc  yes northeast       no
## 2372    211.70        16         48      cauc  yes northeast      yes
## 2373    807.22        18         17      cauc  yes northeast       no
## 2374    403.61         8         25      cauc  yes northeast       no
## 2375    617.28        12         26      cauc  yes northeast       no
## 2376    518.52        10         19      cauc  yes northeast       no
## 2377    338.90         8         12      cauc  yes northeast       no
## 2378    308.64        11          3      cauc  yes northeast       no
## 2379    614.04        12         37      cauc  yes northeast       no
## 2380    246.91        14         -1      cauc  yes northeast       no
## 2381    316.16        12         20      cauc  yes northeast       no
## 2382    525.35        12         12      cauc  yes northeast       no
## 2383    189.93        15          0      cauc  yes northeast      yes
## 2384    830.96        12         18      cauc  yes northeast       no
## 2385    474.83        12         17      cauc  yes northeast       no
## 2386    522.32        12         44      cauc  yes northeast       no
## 2387    486.48        14         20      cauc  yes northeast       no
## 2388    641.03         8         18      cauc  yes northeast       no
## 2389   1425.74        18         15      cauc  yes northeast       no
## 2390    909.88         8         37      cauc  yes northeast       no
## 2391    537.99        16          2      cauc  yes northeast       no
## 2392    835.19        15          0      cauc  yes northeast       no
## 2393    593.54        18         14      cauc  yes northeast       no
## 2394    878.44        16         35      cauc  yes northeast       no
## 2395    878.44        16         27      cauc  yes northeast       no
## 2396    308.64        12          9      cauc  yes northeast       no
## 2397    237.42        12          6      cauc  yes northeast       no
## 2398    403.61        15         16      cauc  yes northeast       no
## 2399    261.16        10         27      cauc  yes northeast       no
## 2400   1672.64        16         17      cauc  yes northeast       no
## 2401    129.63         8         47      cauc  yes northeast       no
## 2402    474.83         9         37      cauc  yes northeast       no
## 2403    474.83        16          5      cauc  yes northeast       no
## 2404    593.54        12          3      cauc  yes northeast       no
## 2405   1210.83        18         29      cauc  yes northeast       no
## 2406   1187.08        15         31      cauc  yes northeast       no
## 2407    617.28        10         44      cauc  yes northeast       no
## 2408    185.19         4         22      cauc  yes northeast       no
## 2409    401.23        12         14      cauc  yes northeast       no
## 2410    949.67        14         38      cauc  yes northeast       no
## 2411    793.65        16         18      cauc  yes northeast       no
## 2412   1139.60        12         24      cauc  yes northeast       no
## 2413    830.96        12         23      cauc  yes northeast       no
## 2414    237.42        16         43      cauc  yes northeast       no
## 2415    676.64        12         37      afam  yes northeast       no
## 2416    356.13         9         50      afam  yes northeast       no
## 2417   1374.49        18         41      cauc  yes northeast      yes
## 2418    902.18        16         22      cauc  yes northeast       no
## 2419    432.10        13         10      afam  yes northeast      yes
## 2420    509.93        12         24      afam  yes northeast       no
## 2421    652.90        18         31      cauc  yes northeast       no
## 2422    237.42        12         33      cauc  yes northeast       no
## 2423   1187.08        16          4      cauc  yes northeast       no
## 2424    987.65        12         33      afam  yes northeast       no
## 2425    841.75        16          1      cauc  yes northeast       no
## 2426    123.46        16          1      cauc  yes northeast       no
## 2427    498.58        12         12      cauc  yes northeast       no
## 2428    688.51        16          6      cauc  yes northeast       no
## 2429   1305.79        16          6      cauc  yes northeast       no
## 2430    282.01        16          2      cauc  yes northeast      yes
## 2431    783.48         9         43      cauc  yes northeast       no
## 2432    474.83        16          3      cauc  yes northeast       no
## 2433    474.83         2         27      afam  yes northeast       no
## 2434    830.96        13          9      cauc  yes northeast       no
## 2435    783.48        13         17      cauc  yes northeast       no
## 2436   1187.08        16          8      cauc  yes northeast       no
## 2437    474.83        12         10      cauc  yes northeast       no
## 2438   1946.82        18         30      cauc  yes northeast       no
## 2439   1661.92        18          2      cauc  yes northeast       no
## 2440    213.68        10          5      cauc  yes northeast       no
## 2441    123.46        10          7      cauc  yes northeast      yes
## 2442   1187.08        18         17      cauc  yes northeast       no
## 2443   2588.61        18         15      cauc  yes northeast       no
## 2444    261.16        16          1      cauc  yes northeast      yes
## 2445   1020.89        13         42      cauc  yes northeast       no
## 2446    807.22        14         31      afam  yes northeast       no
## 2447    205.60         8         41      cauc  yes northeast       no
## 2448    593.54        18          9      cauc  yes northeast       no
## 2449    189.93         2         42      cauc  yes northeast       no
## 2450    142.45        11          6      cauc  yes northeast      yes
## 2451    617.28        12         17      cauc  yes northeast       no
## 2452    356.13        18          8      cauc  yes northeast       no
## 2453    434.16         8         39      cauc  yes northeast       no
## 2454    308.64         5         29      cauc  yes northeast       no
## 2455    569.80        12         44      cauc  yes northeast       no
## 2456   1543.21        17         41      cauc  yes northeast       no
## 2457    246.91        12          7      cauc  yes northeast       no
## 2458    451.09        13         20      cauc  yes northeast       no
## 2459   2469.11        18         22      cauc  yes northeast       no
## 2460    481.48        10         28      cauc  yes northeast       no
## 2461    440.57        12          1      cauc  yes northeast       no
## 2462   1424.50         6         54      cauc  yes northeast       no
## 2463    830.96        15          9      cauc  yes northeast       no
## 2464    474.83        11         39      cauc  yes northeast       no
## 2465    332.38         7         34      cauc  yes northeast       no
## 2466    118.71        13          3      cauc  yes northeast      yes
## 2467    522.32        12          6      cauc  yes northeast       no
## 2468    712.25        18          5      cauc  yes northeast      yes
## 2469    522.32        12         25      cauc  yes northeast       no
## 2470    474.83        12          6      cauc  yes northeast       no
## 2471    493.83        15          8      cauc  yes northeast       no
## 2472    830.96        13         33      cauc  yes northeast       no
## 2473    284.90        12         16      cauc  yes northeast       no
## 2474    593.54        12         12      cauc  yes northeast       no
## 2475    267.49        16          3      cauc  yes northeast       no
## 2476    878.44        16         12      cauc  yes northeast       no
## 2477    881.83        16         43      cauc  yes northeast       no
## 2478    759.73        12         22      cauc  yes northeast       no
## 2479    949.67        12         37      cauc  yes northeast       no
## 2480    356.13        11         42      cauc  yes northeast       no
## 2481   1089.74        16          8      cauc  yes northeast       no
## 2482    664.77        14          7      cauc  yes northeast       no
## 2483    759.73        12         30      cauc  yes northeast       no
## 2484    332.38        16          1      cauc  yes northeast       no
## 2485    200.62        14         -1      cauc  yes northeast       no
## 2486   1153.34        12         44      afam  yes northeast       no
## 2487    712.25        12         33      cauc  yes northeast       no
## 2488    712.25        13         44      cauc  yes northeast       no
## 2489    546.06        12          9      cauc  yes northeast       no
## 2490    878.44        18         17      cauc  yes northeast       no
## 2491    830.96        14         14      cauc  yes northeast       no
## 2492    522.32        11         36      afam  yes northeast       no
## 2493    759.73        18          7      cauc  yes northeast       no
## 2494    854.70        15         29      cauc  yes northeast       no
## 2495    759.73        12          6      cauc  yes northeast       no
## 2496    949.67        14         27      cauc  yes northeast       no
## 2497   1661.92        12         22      cauc  yes northeast       no
## 2498    432.10         8         34      cauc  yes northeast       no
## 2499    261.16        10         41      afam  yes northeast       no
## 2500    830.96        12         27      cauc  yes northeast       no
## 2501    356.13        12          2      afam  yes northeast       no
## 2502    204.18        10         52      afam  yes northeast      yes
## 2503    997.15        10         43      cauc  yes northeast       no
## 2504    759.73        12          8      cauc  yes northeast       no
## 2505    735.99        16         14      cauc  yes northeast       no
## 2506   2374.15        18         14      cauc  yes northeast       no
## 2507    246.91        16         10      cauc  yes northeast       no
## 2508    474.83        14         24      afam  yes northeast       no
## 2509    431.79        12         13      cauc  yes northeast       no
## 2510    498.58        12         13      cauc  yes northeast       no
## 2511    370.37        10         30      cauc  yes northeast       no
## 2512    308.64        11         23      cauc  yes northeast       no
## 2513    593.54        12         10      cauc  yes northeast       no
## 2514    569.80        13         18      cauc  yes northeast       no
## 2515    498.58        12         19      cauc  yes northeast       no
## 2516    973.41        14         38      cauc  yes northeast       no
## 2517    740.74        16         11      cauc  yes northeast       no
## 2518   1196.58        14         40      cauc  yes northeast       no
## 2519    765.43        12         10      cauc  yes northeast       no
## 2520    902.18        12         38      cauc  yes northeast       no
## 2521   1092.12        12         21      cauc  yes northeast       no
## 2522    555.56        13          5      cauc  yes northeast       no
## 2523   1068.38        14         34      cauc  yes northeast       no
## 2524    189.93        15         -1      cauc  yes northeast       no
## 2525    403.61        12         10      cauc  yes northeast       no
## 2526    712.25        16          4      cauc  yes northeast       no
## 2527    643.00        16          3      cauc  yes northeast       no
## 2528    830.96        18          1      cauc  yes northeast       no
## 2529   1187.08        18         13      cauc  yes northeast       no
## 2530   1543.21        12         27      cauc  yes northeast       no
## 2531    635.99        12         45      cauc  yes northeast       no
## 2532    830.96        12         11      cauc  yes northeast       no
## 2533    712.25        16          4      cauc  yes northeast       no
## 2534    840.38        12         44      cauc  yes northeast       no
## 2535    488.13        17          3      cauc  yes northeast       no
## 2536    949.67        16          6      cauc  yes northeast       no
## 2537    593.54        11         12      cauc  yes northeast       no
## 2538    415.48         6         51      cauc  yes northeast       no
## 2539    854.70        12         45      cauc  yes northeast       no
## 2540    593.54        16          2      cauc  yes northeast       no
## 2541    593.54        16         35      cauc  yes northeast       no
## 2542    740.74        10         44      cauc  yes northeast       no
## 2543    458.55        16          9      cauc  yes northeast       no
## 2544    468.11         5         20      cauc  yes northeast       no
## 2545   1234.57        14          9      cauc  yes northeast       no
## 2546    712.25        18         13      cauc  yes northeast       no
## 2547    864.20        16         14      cauc  yes northeast       no
## 2548    802.47        16         11      cauc  yes northeast       no
## 2549    204.94        10         14      afam  yes northeast       no
## 2550    259.26         9          7      afam  yes northeast       no
## 2551    493.83        12         39      cauc  yes northeast       no
## 2552    534.19        15          6      cauc  yes northeast       no
## 2553   2255.46        18         42      cauc  yes northeast       no
## 2554    379.87        12         27      cauc  yes northeast       no
## 2555    296.77        12         23      cauc  yes northeast       no
## 2556    759.73        16         18      cauc  yes northeast       no
## 2557    246.91         9         19      cauc  yes northeast       no
## 2558    308.64        12         23      cauc  yes northeast      yes
## 2559    546.06         6         47      cauc  yes northeast       no
## 2560    757.36        12         43      cauc  yes northeast       no
## 2561    712.25        12          8      cauc  yes northeast       no
## 2562    830.96        12         34      cauc  yes northeast       no
## 2563    427.35        15          9      cauc  yes northeast       no
## 2564    830.96        18          5      cauc  yes northeast       no
## 2565    522.32        12         31      cauc  yes northeast       no
## 2566     94.97        12         35      cauc  yes northeast       no
## 2567    271.60         9         37      cauc  yes northeast       no
## 2568    635.80        13          2      cauc  yes northeast       no
## 2569    370.37        15         11      cauc  yes northeast       no
## 2570    593.54        12         31      cauc  yes northeast       no
## 2571    641.03        10         48      afam  yes northeast       no
## 2572    474.83        12         29      cauc  yes northeast       no
## 2573    308.64        12          5      cauc  yes northeast       no
## 2574   1198.43        12         24      cauc  yes northeast       no
## 2575    807.22        10         47      cauc  yes northeast       no
## 2576    997.15        14         38      cauc  yes northeast       no
## 2577    878.44        14         26      afam  yes northeast       no
## 2578    474.83        10         20      afam  yes northeast       no
## 2579    712.25        12         36      cauc  yes northeast       no
## 2580    546.06        12         10      afam  yes northeast       no
## 2581    213.68        12          9      afam  yes northeast       no
## 2582    261.16        13          9      cauc  yes northeast       no
## 2583    237.42        12          4      cauc  yes northeast       no
## 2584    477.21        12         30      cauc  yes northeast       no
## 2585   1187.08        16         31      cauc  yes northeast       no
## 2586    332.38        12         27      cauc  yes northeast       no
## 2587    308.64         8         19      cauc  yes northeast       no
## 2588    320.51        11         15      afam  yes northeast       no
## 2589    284.90        12         25      afam  yes northeast       no
## 2590    498.58        12         15      cauc  yes northeast       no
## 2591    237.42        12          7      cauc  yes northeast      yes
## 2592    284.90         8         10      cauc  yes northeast       no
## 2593    474.83        16         36      cauc  yes northeast       no
## 2594    427.35        12         12      cauc  yes northeast       no
## 2595    225.13        11          7      cauc  yes northeast       no
## 2596    712.25        11          8      cauc  yes northeast       no
## 2597    854.70        16          9      cauc  yes northeast       no
## 2598   1234.57        16         18      cauc  yes northeast       no
## 2599    688.51        12         31      cauc  yes northeast       no
## 2600    277.78        12          1      cauc  yes northeast       no
## 2601    712.25        12         13      cauc  yes northeast       no
## 2602    522.32        11         26      cauc  yes northeast       no
## 2603    474.83        11          9      cauc  yes northeast       no
## 2604    111.11        12          0      cauc  yes northeast      yes
## 2605    250.47         6         48      cauc  yes northeast       no
## 2606    290.17        14          2      cauc  yes northeast       no
## 2607    118.71        16          1      cauc  yes northeast      yes
## 2608    329.22        12          1      cauc  yes northeast       no
## 2609   2374.15        12         27      cauc  yes northeast       no
## 2610    261.62        13         -1      cauc  yes northeast       no
## 2611    771.60        12         31      cauc  yes northeast       no
## 2612    456.79        13         -1      cauc  yes northeast       no
## 2613    617.28        14         17      cauc  yes northeast       no
## 2614    709.88        12         40      cauc  yes northeast       no
## 2615   1139.60        16         32      cauc  yes northeast       no
## 2616   1187.08        18         17      cauc  yes northeast       no
## 2617   1044.63        10         19      cauc  yes northeast       no
## 2618    451.09        12         26      cauc  yes northeast       no
## 2619    712.25        12         43      cauc  yes northeast       no
## 2620    802.47        12         24      cauc  yes northeast       no
## 2621    640.08        16         15      cauc  yes northeast       no
## 2622    593.54        16          7      cauc  yes northeast       no
## 2623    925.93        12         32      cauc  yes northeast       no
## 2624    284.90        12         23      afam  yes northeast       no
## 2625    712.25        18         32      cauc  yes northeast       no
## 2626    593.54        14          5      afam  yes northeast       no
## 2627    593.54        12         28      cauc  yes northeast       no
## 2628    370.37        12          5      cauc  yes northeast       no
## 2629    778.73        10         17      cauc  yes northeast       no
## 2630    534.19        14          2      cauc  yes northeast       no
## 2631   1187.08        18          6      cauc  yes northeast       no
## 2632    246.91        10         46      cauc  yes northeast      yes
## 2633    385.80        12          9      cauc  yes northeast       no
## 2634   1234.57        12         43      cauc  yes northeast      yes
## 2635    712.25        16          6      cauc  yes northeast       no
## 2636    664.77        15          2      cauc  yes northeast       no
## 2637    593.54        14         28      cauc  yes northeast       no
## 2638    370.37         6         41      cauc  yes northeast       no
## 2639    308.64         9         49      cauc  yes northeast      yes
## 2640    814.62        12          5      cauc  yes northeast       no
## 2641   1258.31        18          6      cauc  yes northeast       no
## 2642    617.28        16          8      cauc  yes northeast       no
## 2643    735.99        14         19      cauc  yes northeast       no
## 2644    273.03         7         29      cauc  yes northeast       no
## 2645    427.35        11         15      afam  yes northeast       no
## 2646    519.47        18         34      afam  yes northeast       no
## 2647    427.35        16          0      afam  yes northeast       no
## 2648    593.54        12         11      afam  yes northeast       no
## 2649    949.67        12         26      cauc  yes northeast       no
## 2650   1187.08        18          4      cauc  yes northeast       no
## 2651   1780.63        18         35      cauc  yes northeast       no
## 2652    134.19         7         25      cauc  yes northeast       no
## 2653    379.87         5         50      afam  yes northeast       no
## 2654    947.46        14          9      afam  yes northeast       no
## 2655    593.54         7         35      afam  yes northeast       no
## 2656    745.01        11         39      cauc  yes northeast       no
## 2657    296.30        16          1      afam  yes northeast      yes
## 2658    878.44        12         37      cauc  yes northeast       no
## 2659    154.32        12         26      afam  yes northeast       no
## 2660    178.06         8         21      cauc  yes northeast       no
## 2661   2184.24        15         22      cauc  yes northeast       no
## 2662    446.34        14         24      cauc  yes northeast       no
## 2663    949.67         9         24      cauc  yes northeast       no
## 2664   2374.15        12         19      afam  yes northeast       no
## 2665    118.71        12         25      afam  yes northeast      yes
## 2666    522.32        12         15      afam  yes northeast       no
## 2667    726.22        16          3      cauc  yes northeast       no
## 2668    830.96        14         28      cauc  yes northeast       no
## 2669    712.25        14         29      afam  yes northeast       no
## 2670    949.67        16          6      cauc  yes northeast       no
## 2671    469.14        12         19      afam  yes northeast       no
## 2672    759.73        12         19      afam  yes northeast       no
## 2673    474.83        12          6      cauc  yes northeast       no
## 2674    664.77        15         15      cauc  yes northeast       no
## 2675    830.96        11         36      cauc  yes northeast       no
## 2676    185.19        16          0      cauc  yes northeast      yes
## 2677    593.54        12          8      cauc  yes northeast       no
## 2678    997.15        13         25      cauc  yes northeast       no
## 2679    593.54        14         18      cauc  yes northeast       no
## 2680   1068.38        18         13      cauc  yes northeast       no
## 2681    700.38        12         24      cauc  yes northeast       no
## 2682   1400.76        12         35      cauc  yes northeast       no
## 2683    666.67        14         11      cauc  yes northeast       no
## 2684    712.25        14         27      afam  yes northeast       no
## 2685    830.96        18         29      afam  yes northeast       no
## 2686    642.66        18         18      afam  yes northeast       no
## 2687   1187.08        16         27      cauc  yes northeast       no
## 2688   1234.57        12         41      cauc  yes northeast       no
## 2689    437.24        12         12      cauc  yes northeast       no
## 2690    332.38        12         29      cauc  yes northeast       no
## 2691    574.55        13         18      cauc  yes northeast       no
## 2692    593.54         8         26      cauc  yes northeast       no
## 2693    460.35        12         11      cauc  yes northeast       no
## 2694    949.67        12         37      cauc  yes northeast       no
## 2695    356.13         8         42      cauc  yes northeast       no
## 2696    569.80        12         19      cauc  yes northeast       no
## 2697    474.83        16         17      cauc  yes northeast       no
## 2698    949.67         5         55      afam  yes northeast       no
## 2699   2374.15        13         26      cauc  yes northeast       no
## 2700    954.67        12         41      cauc  yes northeast       no
## 2701   1661.92        14         24      cauc  yes northeast       no
## 2702    246.91        14          1      cauc  yes northeast       no
## 2703   2374.15        12         25      cauc  yes northeast       no
## 2704     61.73        13          0      cauc  yes northeast      yes
## 2705    522.32        16          8      afam  yes northeast       no
## 2706    189.93        16         10      afam  yes northeast       no
## 2707    674.90        12          8      cauc  yes northeast      yes
## 2708    134.68        14          2      cauc  yes northeast       no
## 2709    569.80        18         13      cauc  yes northeast       no
## 2710    712.25        15         21      cauc  yes northeast       no
## 2711   1222.70        17         33      cauc  yes northeast       no
## 2712    379.87        17          4      cauc  yes northeast       no
## 2713    277.78        11          2      cauc  yes northeast       no
## 2714    403.61        12          9      cauc  yes northeast       no
## 2715    379.87        12         20      afam  yes northeast       no
## 2716    237.42        11          6      afam  yes northeast       no
## 2717    237.42        16          4      afam  yes northeast       no
## 2718    342.94        16          8      afam  yes northeast       no
## 2719    356.13        12          6      afam  yes northeast       no
## 2720    617.28        12         24      cauc  yes northeast       no
## 2721    949.67        16         31      cauc  yes northeast       no
## 2722    474.83        12         12      cauc  yes northeast       no
## 2723    356.13         8          7      cauc  yes northeast       no
## 2724   1157.41        14          9      cauc  yes northeast       no
## 2725    902.18        12         16      cauc  yes northeast       no
## 2726   1068.38        12         30      cauc  yes northeast       no
## 2727    740.74        14          0      cauc  yes northeast       no
## 2728    356.13        15          0      cauc  yes northeast       no
## 2729    213.68        11         15      cauc  yes northeast       no
## 2730   1246.44        16          5      cauc  yes northeast       no
## 2731     85.47        12          1      cauc  yes northeast      yes
## 2732    521.26        12         27      cauc  yes northeast       no
## 2733    830.96        12         37      cauc  yes northeast       no
## 2734    712.25        12         37      cauc  yes northeast       no
## 2735    439.22        12         22      afam  yes northeast       no
## 2736    830.96        15         11      cauc  yes northeast       no
## 2737    522.32        12          7      cauc  yes northeast       no
## 2738    427.35        12         16      cauc  yes northeast       no
## 2739    356.13        12         30      cauc  yes northeast       no
## 2740    379.87        16          4      cauc  yes northeast       no
## 2741    830.96        15         18      cauc  yes northeast       no
## 2742    864.20        14         24      cauc  yes northeast       no
## 2743    641.03        18         11      cauc  yes northeast       no
## 2744    354.94        14         13      cauc  yes northeast       no
## 2745    631.53        16          5      cauc  yes northeast       no
## 2746    712.25        14         22      cauc  yes northeast       no
## 2747    493.83        14          1      cauc  yes northeast       no
## 2748    949.67        16         16      cauc  yes northeast       no
## 2749    351.38         6         30      cauc  yes northeast       no
## 2750    641.03        12         32      cauc  yes northeast       no
## 2751    356.13         7         38      cauc  yes northeast       no
## 2752    617.28        15         41      cauc  yes northeast      yes
## 2753    626.78        16         30      cauc  yes northeast       no
## 2754   1187.08        18         20      cauc  yes northeast       no
## 2755     99.72        12         13      cauc  yes northeast       no
## 2756    234.14         9         19      cauc  yes northeast       no
## 2757    344.25         6         36      cauc  yes northeast       no
## 2758    308.64         8         28      cauc  yes northeast       no
## 2759    251.95        10         15      cauc  yes northeast       no
## 2760    712.25        18          7      cauc  yes northeast       no
## 2761   1716.52        17         17      cauc  yes northeast       no
## 2762    735.99        16         35      cauc  yes northeast       no
## 2763    298.15        16         11      cauc  yes northeast       no
## 2764    128.82         9         48      cauc  yes northeast      yes
## 2765    712.25        14         14      cauc  yes northeast       no
## 2766    712.25        18          7      cauc  yes northeast       no
## 2767    310.22        16         11      cauc  yes northeast       no
## 2768    224.47         9         43      afam  yes northeast       no
## 2769    170.94        18         21      cauc  yes northeast       no
## 2770    427.35        15         27      cauc  yes northeast       no
## 2771    379.87        16          5      afam  yes northeast       no
## 2772    451.09        12         37      cauc  yes northeast       no
## 2773    415.48        12          7      cauc  yes northeast       no
## 2774    474.83        12         25      cauc  yes northeast       no
## 2775    451.09         9         38      cauc  yes northeast       no
## 2776    642.48        12         29      cauc  yes northeast       no
## 2777    629.01        12          5      cauc  yes northeast       no
## 2778    393.95        12         47      cauc  yes northeast       no
## 2779    556.74        10         20      cauc  yes northeast       no
## 2780   5144.03         0         18      cauc  yes northeast       no
## 2781    522.32        12         33      afam  yes northeast       no
## 2782    356.13        12          6      afam  yes northeast       no
## 2783    513.60        12          9      cauc  yes northeast       no
## 2784    246.91        11          4      cauc  yes northeast       no
## 2785    538.14        12         43      cauc  yes northeast       no
## 2786   1068.38        16         42      cauc  yes northeast       no
## 2787    691.36        12         17      cauc  yes northeast       no
## 2788    261.16         8         19      cauc  yes northeast       no
## 2789    356.13        12         31      cauc  yes northeast       no
## 2790    973.41        18         12      cauc  yes northeast       no
## 2791    593.54        14          9      cauc  yes northeast       no
## 2792    735.99         8         36      cauc  yes northeast       no
## 2793    830.96        16          0      cauc  yes northeast       no
## 2794    427.35        12          9      cauc  yes northeast       no
## 2795    379.87        12         17      cauc  yes northeast       no
## 2796    522.32        12         10      cauc  yes northeast       no
## 2797    588.79        18         11      cauc  yes northeast       no
## 2798    427.35         5         53      cauc  yes northeast       no
## 2799    783.48        14         19      cauc  yes northeast       no
## 2800    902.18        12         36      cauc  yes northeast       no
## 2801    612.35         6         37      cauc  yes northeast       no
## 2802    617.28        12          8      cauc  yes northeast       no
## 2803    925.93        16         48      cauc  yes northeast       no
## 2804   1899.34        18         12      cauc  yes northeast       no
## 2805    474.83        18          6      cauc  yes northeast       no
## 2806    617.28        12         12      cauc  yes northeast       no
## 2807   1115.86        18          7      cauc  yes northeast       no
## 2808    641.03        14         14      cauc  yes northeast       no
## 2809    242.17        10         34      cauc  yes northeast       no
## 2810    123.46        12         17      cauc  yes northeast       no
## 2811    356.13         9         31      cauc  yes northeast       no
## 2812    270.66         3         55      afam  yes northeast       no
## 2813    534.19        15          9      cauc  yes northeast       no
## 2814    830.96        12         25      cauc  yes northeast       no
## 2815   1899.34        10          6      cauc  yes northeast       no
## 2816    213.68        13          0      cauc  yes northeast      yes
## 2817   1234.57        17          7      cauc  yes northeast       no
## 2818    329.22        14         -2      cauc  yes northeast       no
## 2819    548.70        11         40      cauc  yes northeast       no
## 2820   2041.79        18         41      afam  yes northeast       no
## 2821   1305.79        18         19      cauc  yes northeast       no
## 2822   1284.96        16         15      cauc  yes northeast       no
## 2823   1092.12        16          7      cauc  yes northeast       no
## 2824   1424.50        14         21      cauc  yes northeast       no
## 2825    356.13        12         21      cauc  yes northeast       no
## 2826    432.10         9         39      cauc  yes northeast       no
## 2827    493.83        12         30      afam  yes northeast       no
## 2828    237.42        12         16      cauc  yes northeast      yes
## 2829    379.87         6         33      afam  yes northeast       no
## 2830    498.58        12         22      afam  yes northeast       no
## 2831    501.54        12          9      cauc  yes northeast       no
## 2832    925.93         9         41      cauc  yes northeast       no
## 2833    308.64        13          8      afam  yes northeast       no
## 2834    760.45        13         26      afam  yes northeast       no
## 2835   1020.89        12         22      cauc  yes northeast       no
## 2836    546.06        12          2      cauc  yes northeast       no
## 2837    830.96        16         23      cauc  yes northeast       no
## 2838    403.61        10         36      afam  yes northeast       no
## 2839   1377.02        16          1      afam  yes northeast       no
## 2840    256.41        11          1      afam  yes northeast       no
## 2841    339.51        12         10      cauc  yes northeast       no
## 2842    125.98         9         31      cauc  yes northeast       no
## 2843    118.71        18          6      cauc  yes northeast      yes
## 2844    735.99        14         10      cauc  yes northeast       no
## 2845    459.24        11         27      cauc  yes northeast       no
## 2846   1044.63        12         37      cauc  yes northeast       no
## 2847   1543.21        16         21      cauc  yes northeast       no
## 2848    712.25        14          7      cauc  yes northeast       no
## 2849    759.73        12         40      cauc  yes northeast       no
## 2850    320.51        12         36      cauc  yes northeast       no
## 2851    474.83        12         36      cauc  yes northeast       no
## 2852    878.44        14         24      cauc  yes northeast       no
## 2853    498.58        12         24      cauc  yes northeast       no
## 2854    854.70        18          6      cauc  yes northeast       no
## 2855   1187.08        10         38      cauc  yes northeast       no
## 2856    474.83        12         42      cauc  yes northeast       no
## 2857    385.80         7         49      cauc  yes northeast      yes
## 2858    807.22        12         18      cauc  yes northeast       no
## 2859    356.13         7         24      cauc  yes northeast       no
## 2860   1661.92        16         23      cauc  yes northeast       no
## 2861    451.09        12         43      cauc  yes northeast       no
## 2862    617.28        16         10      cauc  yes northeast       no
## 2863   1424.50        16         21      cauc  yes northeast       no
## 2864    830.96        18         26      cauc  yes northeast       no
## 2865   1579.10        18         23      cauc  yes northeast       no
## 2866    262.35        13          0      cauc  yes northeast       no
## 2867    987.65        18          5      cauc  yes northeast       no
## 2868    508.35        10         47      cauc  yes northeast       no
## 2869    189.93        10         17      cauc  yes northeast       no
## 2870    574.22        16         22      cauc  yes northeast       no
## 2871   1424.50        18         18      cauc  yes northeast       no
## 2872    925.93        18         17      cauc  yes northeast       no
## 2873    569.80        12         11      cauc  yes northeast       no
## 2874    370.37        11          5      cauc  yes northeast       no
## 2875    284.90         4         51      cauc  yes northeast       no
## 2876    261.16         8         34      afam  yes northeast       no
## 2877    165.43        12          1      afam  yes northeast       no
## 2878    451.09        14          8      cauc  yes northeast       no
## 2879    759.73        12         27      afam  yes northeast       no
## 2880    925.93        18          3      cauc  yes northeast       no
## 2881    712.25        12         15      cauc  yes northeast       no
## 2882    275.96         8         39      cauc  yes northeast       no
## 2883    474.83        12          8      cauc  yes northeast       no
## 2884    356.13         8         31      cauc  yes northeast       no
## 2885    284.90         9         17      cauc  yes northeast       no
## 2886    451.09        11         25      cauc  yes northeast       no
## 2887    356.13         0         46      cauc  yes northeast       no
## 2888    830.96        16         15      cauc  yes northeast       no
## 2889    593.54        13         34      afam  yes northeast       no
## 2890    534.19        12         29      cauc  yes northeast       no
## 2891    284.90         9         24      afam  yes northeast       no
## 2892    271.60         8         45      afam  yes northeast       no
## 2893    593.54        11         35      afam  yes northeast       no
## 2894    593.54        12         11      cauc  yes northeast       no
## 2895   1068.38        14         20      afam  yes northeast       no
## 2896    427.35        14          2      afam  yes northeast       no
## 2897    522.32        12         40      cauc  yes northeast       no
## 2898    432.10        12         34      afam  yes northeast       no
## 2899    474.83        18         34      cauc  yes northeast       no
## 2900    142.45        12         16      cauc  yes northeast      yes
## 2901   1440.33        13          2      cauc  yes northeast       no
## 2902    329.22        13          7      cauc  yes northeast       no
## 2903    534.19        14          9      afam  yes northeast       no
## 2904    641.03        16         33      cauc  yes northeast       no
## 2905    427.35        14          1      cauc  yes northeast       no
## 2906    123.46        12         15      cauc  yes northeast      yes
## 2907   1187.08        16         32      cauc  yes northeast       no
## 2908    356.13        18         21      cauc  yes northeast       no
## 2909    949.67        16         15      cauc  yes northeast       no
## 2910   1115.86        16         13      cauc  yes northeast       no
## 2911    680.60        12         44      cauc  yes northeast       no
## 2912    440.92        11         48      cauc  yes northeast       no
## 2913    735.99        18         40      cauc  yes northeast       no
## 2914   1399.18        12         30      cauc  yes northeast       no
## 2915    339.51        12         10      cauc  yes northeast       no
## 2916    656.75        18          5      cauc  yes northeast      yes
## 2917    712.25        10         25      cauc  yes northeast       no
## 2918    109.74        12          5      afam  yes northeast      yes
## 2919    333.57        13         14      cauc  yes northeast       no
## 2920    688.51        16         14      cauc  yes northeast       no
## 2921    652.90        12         25      cauc  yes northeast       no
## 2922   1139.60        12         36      cauc  yes northeast       no
## 2923    902.18        16         19      cauc  yes northeast       no
## 2924    474.83        15          6      cauc  yes northeast       no
## 2925    949.67        12         52      cauc  yes northeast       no
## 2926    334.88         5         43      cauc  yes northeast       no
## 2927    712.25        16         33      cauc  yes northeast       no
## 2928   1187.08        16         26      cauc  yes northeast       no
## 2929    712.25        16          7      cauc  yes northeast       no
## 2930    379.87        12         11      cauc  yes northeast       no
## 2931    664.77        14          7      cauc  yes northeast       no
## 2932    949.67        12         38      cauc  yes northeast       no
## 2933    427.35        12          5      cauc  yes northeast       no
## 2934    208.26        12         25      cauc  yes northeast       no
## 2935    455.84        12         13      cauc  yes northeast       no
## 2936    498.58         8         31      afam  yes northeast       no
## 2937    261.16        10         32      afam  yes northeast       no
## 2938    261.16        12          6      cauc  yes northeast       no
## 2939    427.35        12         36      cauc  yes northeast       no
## 2940    296.30         8         32      cauc  yes northeast       no
## 2941    354.32         4         47      afam  yes northeast       no
## 2942    124.07        12          2      afam  yes northeast      yes
## 2943    135.80        12          2      cauc  yes northeast       no
## 2944    257.20        16          9      cauc  yes northeast       no
## 2945   1424.50        18         18      cauc  yes northeast       no
## 2946    949.67        16         11      cauc  yes northeast       no
## 2947    830.96        17          6      cauc  yes northeast       no
## 2948    830.96        16         17      cauc  yes northeast       no
## 2949    546.06        18         16      cauc  yes northeast       no
## 2950   2136.75        18         23      cauc  yes northeast       no
## 2951    807.22         7         39      afam  yes northeast       no
## 2952    676.64        14          5      cauc  yes northeast       no
## 2953    299.15        10         42      cauc  yes northeast       no
## 2954    546.06        15         12      afam  yes northeast       no
## 2955    451.09        14         11      afam  yes northeast       no
## 2956    949.67        13         19      cauc  yes northeast       no
## 2957    712.25        12         43      cauc  yes northeast       no
## 2958   1305.79        18         13      cauc  yes northeast       no
## 2959    166.19        13          5      afam  yes northeast       no
## 2960    997.15        12         10      cauc  yes northeast       no
## 2961    688.51        15          9      cauc  yes northeast       no
## 2962    557.93        12          6      cauc  yes northeast       no
## 2963    807.22        17         17      cauc  yes northeast       no
## 2964    356.13        16          9      cauc  yes northeast       no
## 2965    277.78        10         23      cauc  yes northeast       no
## 2966    688.51        14         10      cauc  yes northeast       no
## 2967    830.96        12         34      cauc  yes northeast       no
## 2968    283.95        15         16      cauc  yes northeast       no
## 2969    166.19        12         13      afam  yes northeast       no
## 2970    141.09        12         20      afam  yes northeast      yes
## 2971    118.71        12         12      afam  yes northeast       no
## 2972    185.19        12          5      afam  yes northeast       no
## 2973    664.77         7         26      cauc  yes northeast       no
## 2974    830.96        11         30      afam  yes northeast       no
## 2975    283.95        14          2      afam  yes northeast       no
## 2976    415.48         6         28      cauc  yes northeast       no
## 2977    641.03        16          7      cauc  yes northeast       no
## 2978    488.08        16         11      cauc  yes northeast       no
## 2979    474.83        12         44      cauc  yes northeast       no
## 2980    617.28         9         33      cauc  yes northeast       no
## 2981    902.18        12         20      cauc  yes northeast       no
## 2982   1714.68        16         22      cauc  yes northeast       no
## 2983    878.44        12         15      cauc  yes northeast       no
## 2984    117.52        16         24      cauc  yes northeast       no
## 2985    332.38        12         38      cauc  yes northeast       no
## 2986    759.73        12         44      cauc  yes northeast       no
## 2987    184.71        12         47      cauc  yes northeast      yes
## 2988   1685.66        16         18      cauc  yes northeast       no
## 2989    330.69        10          8      cauc  yes northeast       no
## 2990   1024.66         6         28      afam  yes northeast       no
## 2991    569.80        10         30      cauc  yes northeast       no
## 2992    474.83        11         31      cauc  yes northeast       no
## 2993    197.53        12          2      cauc  yes northeast       no
## 2994    712.25        15          9      cauc  yes northeast       no
## 2995   1234.57        18         16      cauc  yes northeast       no
## 2996     89.79        14         -1      cauc  yes northeast       no
## 2997    977.37        18         25      cauc  yes northeast       no
## 2998    522.32        13          4      cauc  yes northeast       no
## 2999    284.90         8         34      cauc  yes northeast       no
## 3000    830.96        12          7      cauc  yes northeast       no
## 3001    474.83         8         45      cauc  yes northeast       no
## 3002    332.38        12         25      cauc  yes northeast       no
## 3003    401.95         8         18      afam  yes northeast       no
## 3004    546.06        12         18      cauc  yes northeast       no
## 3005    344.25        12          5      cauc  yes northeast       no
## 3006    432.10        12         24      afam  yes northeast       no
## 3007    111.11        12         11      cauc  yes northeast       no
## 3008    712.25        15         17      afam  yes northeast       no
## 3009    759.73        12         10      cauc  yes northeast       no
## 3010    411.52        16          4      afam  yes northeast       no
## 3011    168.31        16          1      afam  yes northeast      yes
## 3012   1234.57        12         29      cauc  yes northeast       no
## 3013    691.36        13         12      cauc  yes northeast       no
## 3014    783.48        16          6      cauc  yes northeast       no
## 3015    498.58        12          5      cauc  yes northeast       no
## 3016    617.28        12         29      cauc  yes northeast       no
## 3017    522.32        12          6      cauc  yes northeast       no
## 3018    438.96        16          8      cauc  yes northeast       no
## 3019    925.93        14         38      cauc  yes northeast       no
## 3020   2136.75        14         36      cauc  yes northeast       no
## 3021   1020.89        12         40      cauc  yes northeast       no
## 3022    949.67        18         33      afam  yes northeast       no
## 3023    370.37        16          7      afam  yes northeast       no
## 3024    783.48        12         30      afam  yes northeast       no
## 3025    617.28        16         18      cauc  yes northeast       no
## 3026    830.96        10         35      cauc  yes northeast       no
## 3027    987.65        12          3      cauc  yes northeast       no
## 3028   2136.75        18         13      cauc  yes northeast       no
## 3029     92.59        14          0      cauc  yes northeast       no
## 3030    688.51        12         11      cauc  yes northeast       no
## 3031    213.68        12         27      cauc  yes northeast       no
## 3032    477.21        11         44      cauc  yes northeast       no
## 3033    257.20        12          6      afam  yes northeast       no
## 3034    712.25         9         47      cauc  yes northeast       no
## 3035    474.83        12         45      cauc  yes northeast       no
## 3036    415.48        12         45      cauc  yes northeast       no
## 3037    474.83        12          8      cauc  yes northeast       no
## 3038    593.54        10         11      cauc  yes northeast       no
## 3039    664.77        16          9      cauc  yes northeast       no
## 3040    830.96        16         35      cauc  yes northeast       no
## 3041    552.31         9         20      cauc  yes northeast       no
## 3042    451.09        12          5      cauc  yes northeast       no
## 3043    132.95        12          0      cauc  yes northeast      yes
## 3044    878.44        14         22      afam  yes northeast       no
## 3045     56.98        12          0      cauc  yes northeast      yes
## 3046    427.35        12          6      cauc  yes northeast       no
## 3047    368.00        18          6      cauc  yes northeast       no
## 3048    370.37        15          1      cauc  yes northeast       no
## 3049    332.38        11          8      cauc  yes northeast       no
## 3050    593.54        12         40      cauc  yes northeast       no
## 3051    261.16        16         45      afam  yes northeast      yes
## 3052    402.58         6         15      cauc  yes northeast       no
## 3053    925.93        17          9      cauc  yes northeast       no
## 3054    593.54         8         29      cauc  yes northeast       no
## 3055    712.25        11         46      afam  yes northeast       no
## 3056    759.73        11         25      cauc  yes northeast       no
## 3057    830.96        12         45      cauc  yes northeast       no
## 3058   1044.63        12         18      cauc  yes northeast       no
## 3059    474.83        11         18      afam  yes northeast       no
## 3060    474.83        12         19      cauc  yes northeast       no
## 3061    493.83        12         48      afam  yes northeast       no
## 3062    332.38        12         24      afam  yes northeast       no
## 3063    830.96        12         40      cauc  yes northeast       no
## 3064    641.03        12         43      cauc  yes northeast       no
## 3065    427.35        12         30      afam  yes northeast       no
## 3066    332.38         7         44      cauc  yes northeast       no
## 3067    403.61        11         13      cauc  yes northeast       no
## 3068    593.54        12         40      cauc  yes northeast       no
## 3069    451.09        12         25      cauc  yes northeast       no
## 3070    178.06         9         13      cauc  yes northeast       no
## 3071    878.44        14         17      cauc  yes northeast       no
## 3072    740.74        13         26      cauc  yes northeast       no
## 3073    308.64        14          1      cauc  yes northeast       no
## 3074    546.06        12         25      cauc  yes northeast       no
## 3075    292.02         9         19      cauc  yes northeast       no
## 3076    404.02        12         23      cauc  yes northeast       no
## 3077    878.44        12         40      cauc  yes northeast       no
## 3078    118.71        13          2      cauc  yes northeast       no
## 3079    347.22        12         11      cauc  yes northeast       no
## 3080    135.03        12          4      cauc  yes northeast      yes
## 3081    427.35        18         17      afam  yes northeast       no
## 3082    830.96        12         20      cauc  yes northeast       no
## 3083    284.90        15         11      cauc  yes northeast       no
## 3084    403.61         7         30      afam  yes northeast       no
## 3085   1163.34        16         13      cauc  yes northeast       no
## 3086    949.67        16         10      cauc  yes northeast       no
## 3087    973.41        14         14      cauc  yes northeast       no
## 3088   1092.12        12         15      cauc  yes northeast       no
## 3089   1187.08        16         28      afam  yes northeast       no
## 3090    664.77        13         38      cauc  yes northeast       no
## 3091    712.25        12          7      cauc  yes northeast       no
## 3092    107.00        18          1      cauc  yes northeast       no
## 3093    474.83        18          2      cauc  yes northeast       no
## 3094    367.74        16          8      cauc  yes northeast       no
## 3095    712.25        12         22      cauc  yes northeast       no
## 3096    837.39        18          9      cauc  yes northeast       no
## 3097    949.67        18         42      cauc  yes northeast       no
## 3098   2374.15        18         18      cauc  yes northeast       no
## 3099    166.19        12          6      cauc  yes northeast       no
## 3100     92.59        12          2      cauc  yes northeast      yes
## 3101    379.87         8         45      cauc  yes northeast       no
## 3102    973.41        18         14      cauc  yes northeast       no
## 3103   1234.57        16         23      cauc  yes northeast       no
## 3104    593.54        16         30      cauc  yes northeast       no
## 3105   1777.78        18         11      cauc  yes northeast       no
## 3106   2374.15        16         14      cauc  yes northeast       no
## 3107   1661.92        16          9      cauc  yes northeast       no
## 3108    370.37        12         22      afam  yes northeast       no
## 3109    593.54        12         22      cauc  yes northeast       no
## 3110   1187.08        12         17      cauc  yes northeast       no
## 3111   1234.57        18          5      cauc  yes northeast       no
## 3112    609.57        12         12      cauc  yes northeast       no
## 3113    830.96        14         12      cauc  yes northeast       no
## 3114   1234.57        18         17      cauc  yes northeast       no
## 3115   1068.38        12         21      cauc  yes northeast       no
## 3116    771.60        12          6      cauc  yes northeast       no
## 3117    830.96        16         16      cauc  yes northeast       no
## 3118    379.87        12          9      cauc  yes northeast       no
## 3119    735.99        12         46      cauc  yes northeast       no
## 3120    641.03        12         40      cauc  yes northeast       no
## 3121    445.85        16          1      cauc  yes northeast       no
## 3122    114.86        14         -2      cauc  yes northeast       no
## 3123    370.37        12         42      cauc  yes northeast       no
## 3124   1590.69         9         31      cauc  yes northeast       no
## 3125    591.17        12         41      cauc  yes northeast       no
## 3126    339.51        15          2      cauc  yes northeast       no
## 3127   1414.61        18         24      cauc  yes northeast       no
## 3128    830.96        12         14      cauc  yes northeast       no
## 3129    925.93        13         16      cauc  yes northeast       no
## 3130    735.99        15         11      cauc  yes northeast       no
## 3131    890.31        16          7      cauc  yes northeast       no
## 3132    997.15        18         25      cauc  yes northeast       no
## 3133    823.05        16         14      cauc  yes northeast       no
## 3134   1044.63        16         35      cauc  yes northeast       no
## 3135    688.51        16         17      cauc  yes northeast       no
## 3136    807.22        14         18      cauc  yes northeast       no
## 3137    593.54        12         36      cauc  yes northeast       no
## 3138    368.00        16          5      cauc  yes northeast       no
## 3139   1440.33        16         45      cauc  yes northeast       no
## 3140    664.77        16         39      cauc  yes northeast       no
## 3141    101.23        11          3      cauc  yes northeast      yes
## 3142    899.81        16          7      cauc  yes northeast       no
## 3143   2015.62        13          3      afam  yes northeast       no
## 3144    641.03        12         41      cauc  yes northeast       no
## 3145    949.67        16         35      cauc  yes northeast       no
## 3146    712.25        14          6      cauc  yes northeast       no
## 3147   1080.25        12         36      cauc  yes northeast       no
## 3148    308.64        12          3      cauc  yes northeast       no
## 3149     86.42        12          0      cauc  yes northeast      yes
## 3150    622.03        16          5      cauc  yes northeast       no
## 3151    641.03        18          4      cauc  yes northeast       no
## 3152    949.67        12         44      afam  yes northeast       no
## 3153    474.83        16          2      afam  yes northeast       no
## 3154    288.07        15          2      afam  yes northeast      yes
## 3155   1187.08        12         39      cauc  yes northeast       no
## 3156    261.16        14         23      cauc  yes northeast       no
## 3157    427.35        12          3      cauc  yes northeast       no
## 3158    427.35        12          3      cauc  yes northeast       no
## 3159     65.84        11          9      afam  yes northeast      yes
## 3160    474.83        11          5      cauc  yes northeast       no
## 3161    691.36        13         10      cauc  yes northeast       no
## 3162   1543.21        16         25      cauc  yes northeast       no
## 3163   1187.08        16         34      cauc  yes northeast       no
## 3164    547.14        16         14      cauc  yes northeast       no
## 3165   1068.38        12         50      cauc  yes northeast       no
## 3166    164.61        13         -1      afam  yes northeast      yes
## 3167   1187.08        16         35      cauc  yes northeast       no
## 3168    830.96        12         44      cauc  yes northeast       no
## 3169   1258.31        17         13      cauc  yes northeast       no
## 3170   1566.95        18         29      cauc  yes northeast       no
## 3171    403.61        12         17      cauc  yes northeast      yes
## 3172   1305.79        14         18      cauc  yes northeast       no
## 3173    522.32        13         14      cauc  yes northeast       no
## 3174    555.56        12         26      cauc  yes northeast       no
## 3175   1068.38        18         32      cauc  yes northeast       no
## 3176    345.68        16          3      cauc  yes northeast       no
## 3177     78.35        16          1      cauc  yes northeast      yes
## 3178    370.37        14          1      cauc  yes northeast       no
## 3179   1187.08        12         16      cauc  yes northeast       no
## 3180    498.58        11         12      cauc  yes northeast       no
## 3181    617.28        12         36      cauc  yes northeast       no
## 3182    205.76        16          3      cauc  yes northeast      yes
## 3183    213.68        16          7      afam  yes northeast       no
## 3184    807.22        12         24      afam  yes northeast       no
## 3185    498.58         9         38      afam  yes northeast       no
## 3186    427.35        16         18      afam  yes northeast       no
## 3187    664.77        13          8      cauc  yes northeast       no
## 3188    462.96        12         24      afam  yes northeast      yes
## 3189   1780.63        18         16      afam  yes northeast       no
## 3190   1780.63        14         33      cauc  yes northeast       no
## 3191    735.99        12         39      cauc  yes northeast       no
## 3192    997.15        12         33      cauc  yes northeast       no
## 3193    664.77        12          7      cauc  yes northeast       no
## 3194    216.05        12         15      cauc  yes northeast      yes
## 3195    353.40        12         18      cauc  yes northeast       no
## 3196    403.61        12          8      afam  yes northeast       no
## 3197    712.25         8         49      afam  yes northeast       no
## 3198   1424.50        16         14      cauc  yes northeast       no
## 3199    356.13        12         17      cauc  yes northeast       no
## 3200   1020.89        12         14      cauc  yes northeast       no
## 3201    593.54        14         12      cauc  yes northeast       no
## 3202    379.87        12         13      cauc  yes northeast       no
## 3203    783.48        18         18      cauc  yes northeast       no
## 3204    593.54        11         15      afam  yes northeast       no
## 3205    379.87        16         19      cauc  yes northeast       no
## 3206   1733.14        14         13      cauc  yes northeast       no
## 3207    142.45         9         54      cauc  yes northeast      yes
## 3208   1139.60        13         38      cauc  yes northeast       no
## 3209    949.67        12         20      cauc  yes northeast       no
## 3210   1424.50        12         34      cauc  yes northeast       no
## 3211   1068.38        13          6      cauc  yes northeast       no
## 3212    830.96        12          5      cauc  yes northeast       no
## 3213    427.35        16          7      afam  yes northeast       no
## 3214    451.09        10         25      afam  yes northeast       no
## 3215    314.46         3         49      cauc  yes northeast       no
## 3216    641.03        12         21      cauc  yes northeast       no
## 3217    652.90        16          1      afam  yes northeast       no
## 3218    771.60        16          0      afam  yes northeast      yes
## 3219   1424.50        14         32      cauc  yes northeast       no
## 3220    259.26        15         -1      cauc  yes northeast       no
## 3221    735.40        18         16      cauc  yes northeast       no
## 3222    221.79        12          4      cauc  yes northeast      yes
## 3223    108.02        17         45      afam  yes northeast      yes
## 3224    987.65        15         16      cauc  yes northeast       no
## 3225   2374.15        16         24      cauc  yes northeast       no
## 3226   1780.63        18         17      cauc  yes northeast       no
## 3227   1187.08        16         12      cauc  yes northeast       no
## 3228    308.64        12          5      cauc  yes northeast       no
## 3229    282.92        16          3      cauc  yes northeast       no
## 3230    712.25        12         22      afam  yes northeast       no
## 3231    474.83        12         33      afam  yes northeast       no
## 3232    706.20        18          3      cauc  yes northeast       no
## 3233    185.19        12         43      cauc  yes northeast      yes
## 3234    830.96        12         36      cauc  yes northeast       no
## 3235   1068.38        13          7      cauc  yes northeast       no
## 3236   1234.57        18         28      cauc  yes northeast       no
## 3237    273.03        12         48      afam  yes northeast       no
## 3238    332.38        12         17      cauc  yes northeast       no
## 3239   1954.73        12         40      afam  yes northeast       no
## 3240   1450.62        16         17      cauc  yes northeast       no
## 3241    854.70        12         45      cauc  yes northeast       no
## 3242   2136.75        14         18      cauc  yes northeast       no
## 3243   1728.40        14         18      cauc  yes northeast       no
## 3244    432.10        18          1      cauc  yes northeast       no
## 3245    593.54        14          6      afam  yes northeast       no
## 3246    474.83        12          6      cauc  yes northeast       no
## 3247   1068.38        16         13      cauc  yes northeast       no
## 3248    356.13        12          1      cauc  yes northeast       no
## 3249    949.67        16          4      cauc  yes northeast       no
## 3250    356.13        12         38      cauc  yes northeast       no
## 3251    379.87        12          4      cauc  yes northeast       no
## 3252    427.35        13         10      cauc  yes northeast       no
## 3253   1068.38        14         46      cauc  yes northeast       no
## 3254    740.74        12          8      cauc  yes northeast       no
## 3255    522.32        12          4      cauc  yes northeast       no
## 3256   1020.89        12         27      cauc  yes northeast       no
## 3257   1970.56        18         13      cauc  yes northeast       no
## 3258    712.25        12         12      cauc  yes northeast       no
## 3259   1970.56        16         15      cauc  yes northeast       no
## 3260    712.25        18         16      cauc  yes northeast       no
## 3261    569.80        12         35      cauc  yes northeast       no
## 3262    522.32        12         11      cauc  yes northeast       no
## 3263    296.77        17          4      cauc  yes northeast       no
## 3264    462.96        12          4      cauc  yes northeast       no
## 3265   1329.53        15         10      cauc  yes northeast       no
## 3266    997.15        18         18      cauc  yes northeast       no
## 3267    766.86        12         13      cauc  yes northeast       no
## 3268    237.42        12          9      cauc  yes northeast      yes
## 3269    474.83        14          5      cauc  yes northeast       no
## 3270    546.06        14          3      cauc  yes northeast       no
## 3271    246.91        10          3      cauc  yes northeast       no
## 3272   1187.08        16         37      cauc  yes northeast       no
## 3273    949.67        13         17      cauc  yes northeast       no
## 3274    522.32        12         31      cauc  yes northeast       no
## 3275    379.87        13          3      cauc  yes northeast       no
## 3276    783.48        14         21      cauc  yes northeast       no
## 3277    830.96        12         11      cauc  yes northeast       no
## 3278    783.48        14         33      cauc  yes northeast       no
## 3279    102.09        15         -1      cauc  yes northeast      yes
## 3280    641.03        13         18      cauc  yes northeast       no
## 3281    569.80        14         14      cauc  yes northeast       no
## 3282    546.06        13         19      cauc  yes northeast       no
## 3283   2065.53        18         17      afam  yes northeast       no
## 3284    322.89        13         10      cauc  yes northeast       no
## 3285    759.73        16         16      cauc  yes northeast       no
## 3286    356.13        16          4      cauc  yes northeast       no
## 3287    973.41        14         11      cauc  yes northeast       no
## 3288    881.83        12         41      cauc  yes northeast       no
## 3289     88.18        15         -1      cauc  yes northeast      yes
## 3290    576.13        12         44      cauc  yes northeast       no
## 3291   1305.79        13         13      cauc  yes northeast       no
## 3292    427.35        14         10      cauc  yes northeast       no
## 3293   1234.57        18         20      cauc  yes northeast       no
## 3294   1022.86        18         32      cauc  yes northeast       no
## 3295    308.64        17         -1      cauc  yes northeast      yes
## 3296     92.08        12          0      cauc  yes northeast      yes
## 3297   1044.63        14         35      cauc  yes northeast       no
## 3298    159.16        12          6      cauc  yes northeast       no
## 3299   2113.01        16          7      cauc  yes northeast       no
## 3300    949.67        18         26      cauc  yes northeast       no
## 3301    600.60        16          3      cauc  yes northeast       no
## 3302   1614.43        12         40      cauc  yes northeast       no
## 3303   2374.15        18         27      cauc  yes northeast       no
## 3304    474.83        16          9      cauc  yes northeast       no
## 3305    474.83        14         50      afam  yes northeast       no
## 3306   1768.76        16         21      cauc  yes northeast       no
## 3307    123.46        13          0      cauc  yes northeast       no
## 3308    209.88        14          3      cauc  yes northeast      yes
## 3309   1187.08        18         10      cauc  yes northeast       no
## 3310    712.25        18         21      cauc  yes northeast       no
## 3311    216.05        13          3      cauc  yes northeast       no
## 3312    118.71        14          0      cauc  yes northeast      yes
## 3313    118.71        13         -1      cauc  yes northeast      yes
## 3314   2136.75        12         51      cauc  yes northeast       no
## 3315   1305.79        12         21      cauc  yes northeast       no
## 3316    949.67        15          7      cauc  yes northeast       no
## 3317    629.63        12         19      cauc  yes northeast       no
## 3318    546.06        12          9      cauc  yes northeast       no
## 3319    949.67        13         26      cauc  yes northeast       no
## 3320    593.54        14          3      cauc  yes northeast       no
## 3321    427.35        12          2      cauc  yes northeast       no
## 3322     96.83        12         22      cauc  yes northeast       no
## 3323     58.79        12         49      cauc  yes northeast      yes
## 3324    201.80        16          6      cauc  yes northeast      yes
## 3325    194.68        16          7      cauc  yes northeast      yes
## 3326    219.61        16          7      cauc  yes northeast       no
## 3327    593.54        12         13      cauc  yes northeast       no
## 3328   1092.12        18         24      cauc  yes northeast       no
## 3329   1305.79        16         24      cauc  yes northeast       no
## 3330   1780.63        14         23      cauc  yes northeast       no
## 3331    403.61        12         12      cauc  yes northeast       no
## 3332    688.51        12         23      cauc  yes northeast       no
## 3333    509.26        12          8      cauc  yes northeast      yes
## 3334   1424.50        18         25      cauc  yes northeast       no
## 3335    296.30        18         36      cauc  yes northeast       no
## 3336    949.67        18         31      cauc  yes northeast       no
## 3337    144.44        15          0      cauc  yes northeast      yes
## 3338    427.35        15         10      cauc  yes northeast       no
## 3339    997.15        12         20      cauc  yes northeast       no
## 3340   1009.02        18         21      cauc  yes northeast       no
## 3341     52.23        15         -2      afam  yes northeast      yes
## 3342   1258.31        12         35      cauc  yes northeast       no
## 3343   1161.00        18         21      cauc  yes northeast       no
## 3344   1092.12        18         20      cauc  yes northeast       no
## 3345    282.92        13         21      cauc  yes northeast       no
## 3346    593.54        18         17      cauc  yes northeast       no
## 3347    563.61        18          4      cauc  yes northeast       no
## 3348   1020.89        14         28      cauc  yes northeast       no
## 3349   1543.21        12         45      cauc  yes northeast       no
## 3350    795.35        17         19      cauc  yes northeast       no
## 3351    284.90        12          2      cauc  yes northeast       no
## 3352    664.77        12         18      cauc  yes northeast       no
## 3353    451.09        12         31      cauc  yes northeast       no
## 3354    712.25        12          4      cauc  yes northeast       no
## 3355    318.93        12          4      cauc  yes northeast      yes
## 3356    356.13        12          4      cauc  yes northeast       no
## 3357   1068.38        16          5      cauc  yes northeast       no
## 3358    361.34        16          5      cauc  yes northeast       no
## 3359   1543.21        16         16      cauc  yes northeast       no
## 3360   1780.63        16         18      cauc  yes northeast       no
## 3361    308.64         0         30      cauc  yes northeast       no
## 3362    308.64         8         24      afam  yes northeast       no
## 3363   1090.53        10         11      afam  yes northeast       no
## 3364    641.03        13         18      cauc  yes northeast       no
## 3365    170.94        12         14      cauc  yes northeast       no
## 3366    759.73        18         12      afam  yes northeast       no
## 3367    474.83        12         36      cauc  yes northeast       no
## 3368    712.25        12         11      cauc  yes northeast       no
## 3369    308.64        12          6      cauc  yes northeast       no
## 3370   1111.11        12         24      cauc  yes northeast       no
## 3371   1068.38        16         27      cauc  yes northeast       no
## 3372    807.22        15          4      cauc  yes northeast       no
## 3373    474.83         8         22      cauc  yes northeast       no
## 3374    712.25        12         13      cauc  yes northeast       no
## 3375    712.25        12         42      cauc  yes northeast       no
## 3376    949.67        13         26      cauc  yes northeast       no
## 3377    271.60        14         -1      cauc  yes northeast       no
## 3378    189.93        12          0      cauc  yes northeast       no
## 3379     61.73        12          2      cauc  yes northeast      yes
## 3380    712.25        16         15      cauc  yes northeast       no
## 3381    546.06        12         20      cauc  yes northeast       no
## 3382    593.54        15          5      cauc  yes northeast       no
## 3383    522.32        12          6      cauc  yes northeast       no
## 3384    474.83        12         20      cauc  yes northeast       no
## 3385    765.43        12         40      cauc  yes northeast       no
## 3386    712.25        12         24      cauc  yes northeast       no
## 3387    712.25        16         10      cauc  yes northeast       no
## 3388    688.51        14          7      cauc  yes northeast       no
## 3389    123.46        16          1      cauc  yes northeast       no
## 3390    712.25        16         13      cauc  yes northeast       no
## 3391    522.32        16          9      cauc  yes northeast       no
## 3392   1187.08        16         35      cauc  yes northeast       no
## 3393    617.28        12         23      cauc  yes northeast       no
## 3394    617.28        12         48      cauc  yes northeast       no
## 3395     76.43        13         -1      cauc  yes northeast      yes
## 3396   1020.89        17         10      cauc  yes northeast       no
## 3397    949.67        18         16      cauc  yes northeast       no
## 3398    783.48        12         29      cauc  yes northeast       no
## 3399    807.22        14         20      cauc  yes northeast       no
## 3400   1377.02        18         19      cauc  yes northeast       no
## 3401   1080.25        16         31      cauc  yes northeast       no
## 3402    332.38         9         24      afam  yes northeast       no
## 3403    356.13        12         10      afam  yes northeast       no
## 3404   1187.08        14         23      cauc  yes northeast       no
## 3405    830.96        14         27      cauc  yes northeast       no
## 3406    313.39        12          1      afam  yes northeast       no
## 3407    854.70        12          9      cauc  yes northeast       no
## 3408    514.67        10         37      cauc  yes northeast       no
## 3409    166.19        12         30      cauc  yes northeast      yes
## 3410    949.67        16         14      cauc  yes northeast       no
## 3411    522.32        12          8      cauc  yes northeast       no
## 3412    829.63        12         14      cauc  yes northeast       no
## 3413    919.36        12         11      cauc  yes northeast       no
## 3414    639.13        14         19      cauc  yes northeast       no
## 3415    427.35        17          2      cauc  yes northeast       no
## 3416    427.35        18          9      cauc  yes northeast       no
## 3417    379.87        16          4      cauc  yes northeast       no
## 3418    273.03        13          5      cauc  yes northeast       no
## 3419    512.82        18         12      cauc  yes northeast       no
## 3420    533.00        18          5      cauc  yes northeast       no
## 3421    599.48        15         18      cauc  yes northeast       no
## 3422   1139.60        13         44      cauc  yes northeast       no
## 3423    603.04        16          2      cauc  yes northeast       no
## 3424    603.04        16          5      cauc  yes northeast       no
## 3425    401.12        12         21      cauc  yes northeast       no
## 3426    161.82        12          3      cauc  yes northeast      yes
## 3427    830.96        16         10      cauc  yes northeast       no
## 3428    308.64        12         13      cauc  yes northeast       no
## 3429    498.58        12         10      cauc  yes northeast       no
## 3430    569.80        15         15      cauc  yes northeast       no
## 3431    441.31        14         12      cauc  yes northeast       no
## 3432    344.53         9         46      cauc  yes northeast       no
## 3433     92.59        12          7      cauc  yes northeast      yes
## 3434    593.54        14         11      cauc  yes northeast       no
## 3435    759.73        18         11      cauc  yes northeast       no
## 3436   1543.21        18         43      cauc  yes northeast       no
## 3437    593.54        14          5      cauc  yes northeast       no
## 3438   1661.92        12         18      cauc  yes northeast       no
## 3439    427.35        12          8      cauc  yes northeast       no
## 3440    101.85        13          1      cauc  yes northeast       no
## 3441    759.73        12         24      cauc  yes northeast       no
## 3442    246.91        10         43      cauc  yes northeast       no
## 3443    150.56        12          3      cauc  yes northeast       no
## 3444    362.14        12          9      cauc  yes northeast       no
## 3445    427.35        12         17      cauc  yes northeast       no
## 3446   1020.89        14         20      cauc  yes northeast       no
## 3447    332.38        12         13      cauc  yes northeast       no
## 3448   1187.08        16         30      cauc  yes northeast       no
## 3449    522.32        14          4      cauc  yes northeast       no
## 3450   1187.08        16         30      cauc  yes northeast       no
## 3451     77.16        16          1      cauc  yes northeast       no
## 3452   1068.38        16          6      cauc  yes northeast       no
## 3453   1068.38        16         13      cauc  yes northeast       no
## 3454   1305.79        16         20      afam  yes northeast       no
## 3455    939.35        18         12      cauc  yes northeast       no
## 3456    356.13        10         43      afam  yes northeast       no
## 3457   1068.38        12         35      cauc  yes northeast       no
## 3458    493.83        18          3      cauc  yes northeast      yes
## 3459    284.90         8         36      cauc  yes northeast       no
## 3460    237.42        12          5      cauc  yes northeast       no
## 3461    379.87        12         11      cauc  yes northeast       no
## 3462    899.95        18         28      cauc  yes northeast       no
## 3463     62.12        14         -1      cauc  yes northeast      yes
## 3464    178.06        12         39      cauc  yes northeast       no
## 3465    396.49        12          2      cauc  yes northeast       no
## 3466    106.84        12          5      cauc  yes northeast       no
## 3467    890.31        12         13      cauc  yes northeast       no
## 3468   1187.08        14         25      cauc  yes northeast       no
## 3469    182.10        17         -1      cauc  yes northeast       no
## 3470    205.76        13          0      cauc  yes northeast      yes
## 3471   1037.27        12         28      cauc  yes northeast       no
## 3472    919.99        14         21      cauc  yes northeast       no
## 3473    617.28        12         27      cauc  yes northeast       no
## 3474    759.73        12         25      cauc  yes northeast       no
## 3475    142.45        16         -1      cauc  yes northeast      yes
## 3476    142.45        16         -1      cauc  yes northeast      yes
## 3477    791.64        18         20      cauc  yes northeast       no
## 3478    381.22        16         12      cauc  yes northeast       no
## 3479    854.70        14         11      cauc  yes northeast       no
## 3480   1328.23        16         19      cauc  yes northeast       no
## 3481    830.96        12         35      cauc  yes northeast       no
## 3482    854.70        12         17      cauc  yes northeast       no
## 3483    522.32        12          8      cauc  yes northeast       no
## 3484    332.38        14          7      cauc  yes northeast       no
## 3485   1039.89        17          2      cauc  yes northeast       no
## 3486   1068.38        16         34      cauc  yes northeast       no
## 3487    878.44        16         14      cauc  yes northeast       no
## 3488   1068.38        18          6      cauc  yes northeast       no
## 3489    593.54        16         12      cauc  yes northeast       no
## 3490    393.83        16          0      cauc  yes northeast       no
## 3491    332.38        16         12      cauc  yes northeast       no
## 3492    498.58         8         32      cauc  yes northeast       no
## 3493    242.17        16          4      cauc  yes northeast       no
## 3494   1152.26        12         42      cauc  yes northeast       no
## 3495    617.28        12         28      cauc  yes northeast       no
## 3496   1424.50        18         24      cauc  yes northeast       no
## 3497    246.91        16         -1      cauc  yes northeast       no
## 3498    854.70        12         17      cauc  yes northeast       no
## 3499    890.31        15         13      cauc  yes northeast       no
## 3500    671.06        12         30      cauc  yes northeast       no
## 3501    522.32        11         43      cauc  yes northeast       no
## 3502    123.46        14          3      cauc  yes northeast       no
## 3503    664.77        18         13      cauc  yes northeast       no
## 3504    474.83        11         41      cauc  yes northeast       no
## 3505    569.80        16          2      cauc  yes northeast       no
## 3506    474.83         9         28      cauc  yes northeast       no
## 3507    569.80        12          3      cauc  yes northeast       no
## 3508   1305.79        18         17      cauc  yes northeast       no
## 3509    902.18        14          5      cauc  yes northeast       no
## 3510    895.06        16          4      cauc  yes northeast       no
## 3511    351.38        12         14      cauc  yes northeast       no
## 3512   1228.96        18         30      cauc  yes northeast       no
## 3513    493.83        12         11      cauc  yes northeast       no
## 3514    546.06        13         12      cauc  yes northeast       no
## 3515    219.61        12          8      cauc  yes northeast       no
## 3516    712.25        18         13      cauc  yes northeast       no
## 3517    406.85        13         13      cauc  yes northeast       no
## 3518    427.35         8         22      cauc  yes northeast       no
## 3519    557.93        12         12      cauc  yes northeast       no
## 3520    593.54        11         31      cauc  yes northeast       no
## 3521    546.06        12         27      cauc  yes northeast       no
## 3522    448.93        18          8      cauc  yes northeast       no
## 3523    522.32        12         27      cauc  yes northeast       no
## 3524    664.77        14         25      cauc  yes northeast       no
## 3525    137.23        14          2      cauc  yes northeast       no
## 3526    246.91        11         11      cauc  yes northeast       no
## 3527    427.35        10         13      cauc  yes northeast       no
## 3528    440.92        11         11      cauc  yes northeast       no
## 3529   1139.60        16          9      cauc  yes northeast       no
## 3530    759.73        12         13      cauc  yes northeast       no
## 3531    474.83         5         44      cauc  yes northeast       no
## 3532   1141.98        13         20      cauc  yes northeast       no
## 3533    308.64        12         26      cauc  yes northeast       no
## 3534    552.10        10         21      cauc  yes northeast       no
## 3535    474.83        13         19      cauc  yes northeast       no
## 3536    664.77        18         14      cauc  yes northeast       no
## 3537   1424.50        16         27      cauc  yes northeast       no
## 3538    109.19        14         -1      cauc  yes northeast      yes
## 3539    885.92        12         17      cauc  yes northeast       no
## 3540    356.13        12          9      cauc  yes northeast       no
## 3541    498.58        12         30      cauc  yes northeast       no
## 3542    807.22        12         15      cauc  yes northeast       no
## 3543    498.58        12         15      cauc  yes northeast       no
## 3544    593.54        12         10      cauc  yes northeast       no
## 3545    522.32        12         13      cauc  yes northeast       no
## 3546    411.52        12         18      cauc  yes northeast       no
## 3547    569.80        12         20      cauc  yes northeast       no
## 3548    605.41        14          7      cauc  yes northeast       no
## 3549    555.56        11         45      cauc  yes northeast       no
## 3550    546.06        14         20      cauc  yes northeast       no
## 3551    712.25        12         27      cauc  yes northeast       no
## 3552    593.54        12         24      cauc  yes northeast       no
## 3553    522.32        16         12      afam  yes northeast       no
## 3554   1073.12        16          8      cauc  yes northeast       no
## 3555    997.15        16         13      cauc  yes northeast       no
## 3556    557.93        16          9      cauc  yes northeast       no
## 3557    167.14        14          0      cauc  yes northeast       no
## 3558     66.48        12         52      cauc  yes northeast      yes
## 3559     89.71        13         49      cauc  yes northeast      yes
## 3560    308.64        13         10      cauc  yes northeast       no
## 3561    154.32        14          3      cauc  yes northeast      yes
## 3562    474.83        16         35      cauc  yes northeast       no
## 3563    284.90        16          2      cauc  yes northeast       no
## 3564    847.17        17          9      cauc  yes northeast       no
## 3565    269.35        16          3      cauc  yes northeast       no
## 3566    356.13        12         14      cauc  yes northeast       no
## 3567    455.56        12         31      cauc  yes northeast       no
## 3568    427.35        12         43      cauc  yes northeast       no
## 3569    294.40        12          6      cauc  yes northeast       no
## 3570    949.67        18         29      cauc  yes northeast       no
## 3571    284.90        13         18      cauc  yes northeast       no
## 3572    807.22         6         42      cauc  yes northeast       no
## 3573    142.45        12          0      cauc  yes northeast      yes
## 3574    261.16        12         15      cauc  yes northeast       no
## 3575    237.42        12          3      cauc  yes northeast       no
## 3576    356.13        11         26      cauc  yes northeast       no
## 3577    370.37        12         22      cauc  yes northeast       no
## 3578    617.28        12         27      cauc  yes northeast       no
## 3579    478.71        12         49      cauc  yes northeast       no
## 3580    888.01        12         41      cauc  yes northeast       no
## 3581    474.83        14          7      cauc  yes northeast       no
## 3582    617.28        14         13      cauc  yes northeast       no
## 3583    423.22        10         24      cauc  yes northeast       no
## 3584    712.25        15         18      cauc  yes northeast       no
## 3585    593.54         9         46      cauc  yes northeast       no
## 3586    561.17        12          4      cauc  yes northeast       no
## 3587    209.88        12          3      cauc  yes northeast       no
## 3588    830.96        12         21      cauc  yes northeast       no
## 3589    356.13        14         31      cauc  yes northeast       no
## 3590    325.68        14          3      cauc  yes northeast       no
## 3591    204.53        15          0      cauc  yes northeast       no
## 3592    664.77        12          5      cauc  yes northeast       no
## 3593    712.25        16         39      cauc  yes northeast       no
## 3594    925.93        16         26      cauc  yes northeast       no
## 3595    445.82        15         -1      cauc  yes northeast       no
## 3596   1590.69        18         27      cauc  yes northeast       no
## 3597    997.15        18         18      cauc  yes northeast       no
## 3598    759.73        14         26      cauc  yes northeast       no
## 3599    664.77        14         25      cauc  yes northeast       no
## 3600    759.73        16         24      cauc  yes northeast       no
## 3601    151.23        13         -1      cauc  yes northeast       no
## 3602    546.06        14         12      cauc  yes northeast       no
## 3603    354.66        13         14      cauc  yes northeast       no
## 3604    957.38        12         13      cauc  yes northeast       no
## 3605    308.64         6         51      cauc  yes northeast       no
## 3606    664.77        12         21      cauc  yes northeast       no
## 3607    641.03        14         17      cauc  yes northeast       no
## 3608    874.49         9         47      cauc  yes northeast       no
## 3609   1115.86        12         35      cauc  yes northeast       no
## 3610    973.41        16         21      cauc  yes northeast       no
## 3611    949.67        16         17      cauc  yes northeast       no
## 3612    324.62        13          1      cauc  yes northeast       no
## 3613    406.62        11         22      cauc  yes northeast       no
## 3614    356.13        12         43      cauc  yes northeast       no
## 3615    522.32        12         40      cauc  yes northeast       no
## 3616   1068.38        17         25      afam  yes northeast       no
## 3617    807.22        14          9      cauc  yes northeast       no
## 3618    783.48        16         12      cauc  yes northeast       no
## 3619    783.48        18         34      cauc  yes northeast       no
## 3620    237.42        14          1      cauc  yes northeast       no
## 3621    427.35        11          5      cauc  yes northeast       no
## 3622    213.68        13          6      cauc  yes northeast       no
## 3623    593.54        18         32      cauc  yes northeast       no
## 3624    835.00        17         13      cauc  yes northeast       no
## 3625    296.77        14         18      cauc  yes northeast       no
## 3626    395.06        12         15      cauc  yes northeast       no
## 3627    617.28        18          4      cauc  yes northeast       no
## 3628    790.12        12          5      cauc  yes northeast       no
## 3629    699.43        18         17      cauc  yes northeast       no
## 3630    783.48        12         31      cauc  yes northeast       no
## 3631    617.28        14          3      cauc  yes northeast       no
## 3632    388.89        14         -1      cauc  yes northeast       no
## 3633    723.03         2         31      cauc  yes northeast       no
## 3634     72.89        14         43      cauc  yes northeast      yes
## 3635    629.15        18          3      cauc  yes northeast       no
## 3636    548.65        12         14      cauc  yes northeast       no
## 3637    854.70        12         33      cauc  yes northeast       no
## 3638    807.22        13          7      cauc  yes northeast       no
## 3639    427.35        13          4      cauc  yes northeast       no
## 3640    759.73        12         36      cauc  yes northeast       no
## 3641    356.13        13          2      cauc  yes northeast       no
## 3642    145.24        11          2      cauc  yes northeast      yes
## 3643   1041.60        16         35      cauc  yes northeast       no
## 3644    241.12        16          1      cauc  yes northeast      yes
## 3645    331.57        12         32      cauc  yes northeast       no
## 3646   1187.08        18          8      cauc  yes northeast       no
## 3647    411.52        14          2      cauc  yes northeast       no
## 3648    402.17        10          8      cauc  yes northeast       no
## 3649    800.64        12         19      cauc  yes northeast       no
## 3650    840.46        12         17      cauc  yes northeast       no
## 3651    751.26        18         16      cauc  yes northeast       no
## 3652    498.58         7         21      cauc  yes northeast       no
## 3653   1652.42        18         23      cauc  yes northeast       no
## 3654    688.51        16          4      cauc  yes northeast       no
## 3655    973.41        12         25      cauc  yes northeast       no
## 3656    168.61        14          0      cauc  yes northeast       no
## 3657    689.96        12         28      cauc  yes northeast       no
## 3658    311.14        12          2      cauc  yes northeast       no
## 3659    334.21        12          1      cauc  yes northeast       no
## 3660    949.67        16         13      cauc  yes northeast       no
## 3661    546.06        12         30      cauc  yes northeast       no
## 3662   1258.31        18         17      cauc  yes northeast       no
## 3663    308.64        18         13      cauc  yes northeast       no
## 3664    949.67        12         23      cauc  yes northeast       no
## 3665    878.44        16         22      cauc  yes northeast       no
## 3666     82.30        16          1      cauc  yes northeast      yes
## 3667    949.67        14         19      cauc  yes northeast       no
## 3668    213.68        10         25      cauc  yes northeast       no
## 3669    522.32        10         45      cauc  yes northeast       no
## 3670    427.35         7         24      cauc  yes northeast       no
## 3671   1353.28        13         15      cauc  yes northeast       no
## 3672    684.02        12         12      cauc  yes northeast       no
## 3673    712.25        16          9      cauc  yes northeast       no
## 3674    878.44        18         14      cauc  yes northeast       no
## 3675    669.52        12         33      cauc  yes northeast       no
## 3676    356.13        12         19      cauc  yes northeast       no
## 3677   1661.92        18         35      cauc  yes northeast       no
## 3678    496.20        14          5      cauc  yes northeast       no
## 3679    655.27        12         26      cauc  yes northeast       no
## 3680     92.59        13          0      cauc  yes northeast      yes
## 3681    925.93        18         20      cauc  yes northeast       no
## 3682    246.91        10         11      cauc  yes northeast       no
## 3683   1234.57        18          7      cauc  yes northeast       no
## 3684    830.96        13         18      cauc  yes northeast       no
## 3685    216.05        10          4      cauc  yes northeast       no
## 3686    712.25        12         31      cauc  yes northeast       no
## 3687    274.35        18         -2      cauc  yes northeast      yes
## 3688    403.61        12          5      cauc  yes northeast       no
## 3689    807.22        14         37      cauc  yes northeast       no
## 3690    473.88        12          8      cauc  yes northeast       no
## 3691    308.64        11         14      cauc  yes northeast       no
## 3692    339.51        11          7      cauc  yes northeast       no
## 3693    276.59        18          2      cauc  yes northeast      yes
## 3694    593.54        15         13      cauc  yes northeast       no
## 3695    403.61        13          6      cauc  yes northeast       no
## 3696    641.03        10         46      cauc  yes northeast       no
## 3697    569.80        12         10      cauc  yes northeast       no
## 3698    641.03        12          9      cauc  yes northeast       no
## 3699    902.18        11         41      cauc  yes northeast       no
## 3700    270.66        12          5      cauc  yes northeast       no
## 3701    474.83         9         38      cauc  yes northeast       no
## 3702    712.25        10         29      afam  yes northeast       no
## 3703    427.35        15          3      afam  yes northeast       no
## 3704    546.06        12         40      cauc  yes northeast       no
## 3705    296.77        14          7      cauc  yes northeast       no
## 3706    306.27        12         30      cauc  yes northeast       no
## 3707    593.54        16         10      cauc  yes northeast       no
## 3708    569.80         8         38      cauc  yes northeast       no
## 3709    173.31        12          2      cauc  yes northeast       no
## 3710    830.96        12         36      cauc  yes northeast       no
## 3711    617.28        12         34      cauc  yes northeast       no
## 3712    878.44        14         22      afam  yes northeast       no
## 3713    337.62        11          7      cauc  yes northeast       no
## 3714    569.80        12         22      cauc  yes northeast       no
## 3715    522.32        12         18      cauc  yes northeast       no
## 3716    807.22        16         14      cauc  yes northeast       no
## 3717    510.45        12         20      cauc  yes northeast       no
## 3718    830.96        16         25      cauc  yes northeast       no
## 3719   1282.05        16         19      cauc  yes northeast       no
## 3720    522.32        12         41      cauc  yes northeast       no
## 3721   1092.12        16          5      cauc  yes northeast       no
## 3722   1111.11        18         27      afam  yes northeast       no
## 3723    455.84        16         21      cauc  yes northeast       no
## 3724    308.64         8          5      cauc  yes northeast       no
## 3725    830.96        17         11      cauc  yes northeast       no
## 3726    524.00         9         30      cauc  yes northeast       no
## 3727    185.19        16          7      cauc  yes northeast       no
## 3728    562.93        12          2      cauc  yes northeast       no
## 3729   1068.38        18         22      cauc   no northeast       no
## 3730    123.46        13         48      cauc  yes northeast      yes
## 3731    849.95        12         29      cauc  yes northeast       no
## 3732    451.09         9         16      cauc  yes northeast       no
## 3733    510.09        12         17      cauc   no northeast       no
## 3734    593.54        12         31      cauc   no northeast       no
## 3735    277.78        15         -1      cauc  yes northeast       no
## 3736    805.15        12         20      cauc  yes northeast       no
## 3737    357.93        12         14      cauc  yes northeast       no
## 3738    664.77        14         12      cauc  yes northeast       no
## 3739    890.31        17         24      cauc  yes northeast       no
## 3740    712.25        18         14      cauc  yes northeast       no
## 3741    474.83        12         32      cauc   no northeast       no
## 3742    702.01        15          2      cauc   no northeast       no
## 3743    237.42        16          0      cauc   no northeast      yes
## 3744    498.58        12         25      cauc   no northeast       no
## 3745    231.48        15         -1      cauc  yes northeast       no
## 3746    430.91        18         14      cauc   no northeast       no
## 3747    718.99        16         15      cauc   no northeast       no
## 3748    685.42        18         14      cauc   no northeast       no
## 3749    522.32        12         43      cauc   no northeast       no
## 3750    403.61         8         43      cauc   no northeast       no
## 3751    231.48        14         12      cauc   no northeast       no
## 3752    356.13        11          9      cauc  yes northeast       no
## 3753    593.54        14         15      cauc   no northeast       no
## 3754    474.60        12         14      cauc   no northeast       no
## 3755    284.90        15          6      cauc   no northeast       no
## 3756    694.44        12         15      cauc   no northeast       no
## 3757    474.83        12         23      cauc   no northeast       no
## 3758    507.86        11         20      afam  yes northeast       no
## 3759    185.19        12          2      afam  yes northeast      yes
## 3760    498.58        10         44      cauc  yes northeast       no
## 3761    271.00        12         12      cauc  yes northeast       no
## 3762    472.46        13          3      cauc   no northeast       no
## 3763    546.06        12         32      cauc   no northeast       no
## 3764    593.54        12         23      cauc   no northeast       no
## 3765   1068.38        12         25      cauc   no northeast       no
## 3766   1733.14        16         32      cauc   no northeast       no
## 3767    807.22        18          8      cauc   no northeast       no
## 3768     52.23        18         45      cauc   no northeast      yes
## 3769    474.83        12         18      cauc  yes northeast       no
## 3770    328.73        13          2      cauc   no northeast       no
## 3771    773.66        16         13      cauc   no northeast       no
## 3772    180.04         9         35      cauc   no northeast       no
## 3773    797.65        12         30      cauc  yes northeast       no
## 3774    997.15        12         42      cauc   no northeast       no
## 3775    333.78        11         32      cauc  yes northeast       no
## 3776    322.17        12          6      cauc  yes northeast       no
## 3777    997.15        11         39      cauc  yes northeast       no
## 3778    274.35        12          0      cauc  yes northeast       no
## 3779    148.15        15          0      cauc   no northeast      yes
## 3780    284.90         9         15      cauc   no northeast       no
## 3781    484.64        15         13      cauc  yes northeast       no
## 3782   1151.47        16         12      cauc   no northeast       no
## 3783   1139.60        14         21      cauc   no northeast       no
## 3784    971.28         8         43      cauc  yes northeast       no
## 3785    185.19        12         43      cauc  yes northeast      yes
## 3786    645.82        12         10      cauc  yes northeast       no
## 3787    279.68        11          9      afam   no northeast       no
## 3788    439.22        10         24      cauc   no northeast       no
## 3789    499.19        10         29      afam   no northeast       no
## 3790    395.06        12         18      cauc   no northeast       no
## 3791    320.51        12         34      cauc   no northeast       no
## 3792    261.16        12         10      cauc   no northeast       no
## 3793     77.83        12          2      cauc  yes northeast      yes
## 3794    356.13        15          9      cauc  yes northeast       no
## 3795    925.93        14         31      cauc  yes northeast       no
## 3796    154.32        12          3      cauc  yes northeast       no
## 3797    425.93        12         12      cauc  yes northeast       no
## 3798    378.09        12          8      cauc  yes northeast       no
## 3799    154.32        13          6      cauc  yes northeast      yes
## 3800    997.15        12         35      cauc   no northeast       no
## 3801   1305.79        16         29      cauc   no northeast       no
## 3802   2105.89        18         14      cauc   no northeast       no
## 3803    272.84        15         -1      cauc   no northeast      yes
## 3804    189.11        13         -1      cauc   no northeast      yes
## 3805    174.90        18         12      cauc   no northeast      yes
## 3806    451.09        12          8      cauc   no northeast       no
## 3807    516.55        12          9      cauc   no northeast       no
## 3808    973.41        12         27      cauc  yes northeast       no
## 3809    306.27        13         11      cauc   no northeast       no
## 3810    347.22        14         10      cauc   no northeast       no
## 3811    712.25        18         14      cauc   no northeast       no
## 3812    262.35        12         14      cauc   no northeast       no
## 3813    123.46        12         49      cauc   no northeast      yes
## 3814    411.52        13          5      cauc  yes northeast       no
## 3815    997.15        12         30      cauc  yes northeast       no
## 3816    617.28        11         35      cauc  yes northeast       no
## 3817    332.38        12         10      cauc  yes northeast       no
## 3818    569.80        12         31      cauc   no northeast       no
## 3819    284.90        13          6      cauc   no northeast       no
## 3820    337.13        12         30      cauc   no northeast       no
## 3821    197.53        12          6      cauc   no northeast       no
## 3822    169.75        12          2      cauc   no northeast       no
## 3823    158.02        12          1      cauc   no northeast      yes
## 3824    641.03        13         25      cauc   no northeast       no
## 3825    322.89        16          0      cauc   no northeast       no
## 3826    783.48        12         32      cauc  yes northeast       no
## 3827    522.32        12          1      cauc  yes northeast       no
## 3828    536.04        14         11      cauc  yes northeast       no
## 3829   1424.50        10         49      cauc  yes northeast       no
## 3830    427.35        12          9      cauc  yes northeast       no
## 3831    712.25        11         33      cauc  yes northeast       no
## 3832    522.32         9         34      cauc  yes northeast       no
## 3833    189.93        14          5      cauc  yes northeast       no
## 3834    735.99        18         21      cauc  yes northeast       no
## 3835    237.42         9         51      cauc   no northeast       no
## 3836    498.58        12         11      cauc   no northeast       no
## 3837   1010.10        16         31      cauc   no northeast       no
## 3838   1063.10        16         15      cauc   no northeast       no
## 3839    712.25        14         22      cauc   no northeast       no
## 3840    593.54        13         25      cauc   no northeast       no
## 3841   1946.82        17         20      cauc  yes northeast       no
## 3842    370.37        15          2      cauc  yes northeast       no
## 3843    257.20        15         -1      cauc  yes northeast       no
## 3844    391.74        12         13      cauc  yes northeast       no
## 3845    735.99        12         29      cauc  yes northeast       no
## 3846    189.17        14          1      cauc  yes northeast       no
## 3847    310.90        12          5      cauc  yes northeast       no
## 3848    353.75         8         24      cauc  yes northeast       no
## 3849    664.77         9         31      cauc  yes northeast       no
## 3850    474.83        15         33      cauc   no northeast       no
## 3851    534.19        12         18      cauc   no northeast       no
## 3852    617.28        12         38      cauc   no northeast       no
## 3853    249.78        10         10      cauc   no northeast      yes
## 3854    581.67        12         21      cauc   no northeast       no
## 3855     58.02        12          2      cauc   no northeast      yes
## 3856    360.16        14          3      cauc  yes northeast       no
## 3857    874.32        12         32      cauc   no northeast       no
## 3858    241.21        12          0      cauc   no northeast       no
## 3859    182.50        12          4      cauc   no northeast       no
## 3860    337.13        12          6      cauc   no northeast       no
## 3861     80.25        12         49      cauc   no northeast      yes
## 3862    427.35        12         12      cauc   no northeast       no
## 3863    372.46        12         12      cauc   no northeast       no
## 3864     79.77         8         49      cauc   no northeast      yes
## 3865    213.68        14          1      cauc   no northeast       no
## 3866    356.13        15          1      cauc   no northeast       no
## 3867    451.09        14          9      cauc   no northeast       no
## 3868    522.32        12         34      cauc   no northeast       no
## 3869    444.44        14         17      cauc  yes northeast       no
## 3870    783.48        18         29      cauc  yes northeast       no
## 3871    712.25        12         10      cauc  yes northeast       no
## 3872    363.11        16         38      cauc  yes northeast       no
## 3873    878.44        16         17      cauc  yes northeast       no
## 3874    161.44        14         16      cauc   no northeast       no
## 3875   1020.89        14         23      cauc   no northeast       no
## 3876    641.03        18          6      cauc   no northeast       no
## 3877    522.32        15         14      cauc   no northeast       no
## 3878    712.25        12         17      cauc   no northeast       no
## 3879   1139.60        16         13      cauc  yes northeast       no
## 3880    712.25        11         33      cauc   no northeast       no
## 3881    474.83        18          0      cauc   no northeast       no
## 3882    629.15        16         30      cauc  yes northeast       no
## 3883    167.78        12         26      cauc  yes northeast      yes
## 3884    117.28        14         17      cauc  yes northeast      yes
## 3885    332.38        13         15      cauc  yes northeast       no
## 3886   1187.08        17         17      cauc  yes northeast       no
## 3887    308.64        16          6      cauc  yes northeast       no
## 3888    949.67        12         20      cauc  yes northeast       no
## 3889    296.30        18         19      cauc  yes northeast       no
## 3890    712.25        16         11      cauc  yes northeast       no
## 3891    443.97        17          4      cauc  yes northeast       no
## 3892    420.14        14         22      cauc  yes northeast      yes
## 3893    474.83        16          5      cauc  yes northeast       no
## 3894    712.25        17         14      cauc   no northeast       no
## 3895    379.87        12         37      cauc   no northeast       no
## 3896    308.64        12         26      cauc  yes northeast       no
## 3897    271.60        13         12      cauc  yes northeast       no
## 3898   2374.15        16         14      cauc  yes northeast       no
## 3899    296.30        12         17      afam  yes northeast       no
## 3900    626.92        12          7      cauc   no northeast       no
## 3901    308.64        10         51      cauc   no northeast       no
## 3902   1234.57        16         22      cauc   no northeast       no
## 3903    569.80        14         23      cauc   no northeast      yes
## 3904   1046.01         2         46      cauc   no northeast       no
## 3905    940.62        18         17      cauc   no northeast       no
## 3906    593.54        14         20      cauc   no northeast       no
## 3907    390.55        10         47      afam  yes northeast       no
## 3908    296.30        11         17      afam  yes northeast       no
## 3909    270.66        11         15      afam  yes northeast       no
## 3910    798.08        17          7      cauc   no northeast       no
## 3911    730.86        16         24      cauc   no northeast       no
## 3912    172.84        12          4      cauc   no northeast       no
## 3913    261.16        12          9      cauc   no northeast       no
## 3914    647.74        11         39      cauc  yes northeast       no
## 3915    281.75        17         15      cauc  yes northeast       no
## 3916    432.10        12         30      cauc  yes northeast       no
## 3917    366.67        12          4      cauc  yes northeast       no
## 3918    444.44        16         18      cauc  yes northeast       no
## 3919   1234.57        18         30      cauc  yes northeast       no
## 3920    189.93        14          7      afam  yes northeast       no
## 3921    493.40        13         17      cauc  yes northeast       no
## 3922    617.28        13         19      cauc  yes northeast       no
## 3923    451.09        12         32      cauc  yes northeast       no
## 3924    230.29        12         31      cauc  yes northeast       no
## 3925    447.29         9         46      cauc   no northeast       no
## 3926    365.46        12         17      cauc  yes northeast       no
## 3927    569.80        12         12      cauc  yes northeast       no
## 3928     98.77         6         36      cauc  yes northeast       no
## 3929     97.34         8         37      cauc  yes northeast       no
## 3930     52.26        10         16      cauc   no northeast      yes
## 3931    503.91        14         11      afam  yes northeast       no
## 3932    578.70        14         22      cauc  yes northeast       no
## 3933     71.23        12          1      cauc   no northeast      yes
## 3934    166.11        11          3      cauc   no northeast      yes
## 3935    246.91        13         37      cauc  yes northeast      yes
## 3936    418.68        16          9      cauc   no northeast       no
## 3937    469.14        10         19      cauc  yes northeast       no
## 3938    711.06        16         14      cauc  yes northeast       no
## 3939    308.64        14         20      cauc  yes northeast       no
## 3940    592.59        12         23      cauc   no northeast       no
## 3941    223.17        12         40      cauc   no northeast       no
## 3942    569.80        12          8      cauc   no northeast       no
## 3943    266.98        14          2      cauc   no northeast       no
## 3944    735.21        16          3      cauc   no northeast       no
## 3945    195.87        13         31      cauc  yes northeast       no
## 3946     53.51        11          3      cauc  yes northeast      yes
## 3947    419.75        12         17      cauc  yes northeast       no
## 3948   1234.57        18          0      cauc  yes northeast       no
## 3949    593.54        16         14      cauc  yes northeast       no
## 3950    883.19        12         16      cauc  yes northeast       no
## 3951    580.25        15         27      cauc   no northeast       no
## 3952    237.42         8         45      cauc   no northeast       no
## 3953    949.67        15         39      cauc  yes northeast      yes
## 3954    332.38        14          2      cauc  yes northeast       no
## 3955    878.44        12         28      cauc  yes northeast       no
## 3956    997.15        13         22      cauc  yes northeast       no
## 3957    664.77        18         15      cauc  yes northeast       no
## 3958    123.46         9         52      cauc  yes northeast      yes
## 3959    569.80        16          4      cauc  yes northeast       no
## 3960   1511.72        18         22      cauc  yes northeast       no
## 3961    950.96        12         30      cauc  yes northeast       no
## 3962    403.61        12         43      cauc  yes northeast       no
## 3963    332.38         9          9      cauc  yes northeast      yes
## 3964    149.38        13         15      cauc  yes northeast       no
## 3965    498.58        16          9      cauc  yes northeast       no
## 3966   1068.38        18         16      cauc  yes northeast       no
## 3967    130.99        13         -1      cauc  yes northeast      yes
## 3968    355.46        12         12      afam   no northeast       no
## 3969    499.71        12          9      cauc   no northeast       no
## 3970    479.01        12         11      cauc  yes northeast       no
## 3971    854.70         8         31      cauc   no northeast       no
## 3972    569.80        13         17      cauc   no northeast       no
## 3973    242.17        16          1      cauc  yes northeast       no
## 3974    593.54        12         27      cauc  yes northeast       no
## 3975    284.90         5         47      cauc  yes northeast       no
## 3976    363.11         5         48      cauc  yes northeast       no
## 3977     71.23         3         20      cauc  yes northeast      yes
## 3978    811.18        16          2      cauc   no northeast       no
## 3979    830.96        12         16      cauc  yes northeast       no
## 3980    267.58        14         14      cauc  yes northeast       no
## 3981    830.96        16          3      cauc  yes northeast       no
## 3982    579.49        12         13      cauc  yes northeast       no
## 3983    621.46        10         43      cauc  yes northeast       no
## 3984    451.09        12         29      cauc   no northeast       no
## 3985    783.48        12         27      cauc   no northeast       no
## 3986   1068.38        18         13      cauc  yes northeast       no
## 3987    795.35        13         27      cauc  yes northeast       no
## 3988    257.20        12          5      cauc  yes northeast       no
## 3989    688.51        12         13      cauc  yes northeast       no
## 3990    844.53        10         37      cauc   no northeast       no
## 3991     52.26         8         21      cauc   no northeast      yes
## 3992    593.54        12         20      cauc   no northeast       no
## 3993    357.74         6         38      cauc   no northeast       no
## 3994    370.37        12          8      cauc   no northeast       no
## 3995    309.78        11          9      cauc   no northeast       no
## 3996    791.54        12         29      cauc  yes northeast       no
## 3997    257.20        12          4      cauc  yes northeast       no
## 3998    266.28        16         13      cauc  yes northeast      yes
## 3999    529.44         8         30      cauc  yes northeast       no
## 4000    593.54         9         15      cauc  yes northeast       no
## 4001    963.16        13         25      cauc  yes northeast       no
## 4002    691.36        14         13      cauc  yes northeast       no
## 4003    759.73        14         22      cauc  yes northeast       no
## 4004    664.77        14         25      cauc  yes northeast       no
## 4005   1258.31        14         18      cauc  yes northeast       no
## 4006    593.54        15          4      cauc  yes northeast       no
## 4007    403.61         3         18      cauc   no northeast       no
## 4008    427.35        12         12      cauc   no northeast       no
## 4009   1187.08        16         23      cauc   no northeast       no
## 4010    137.70        15         -1      cauc   no northeast      yes
## 4011    415.48        11         48      cauc   no northeast       no
## 4012    641.03        12         38      cauc   no northeast       no
## 4013    522.32        12         17      cauc   no northeast       no
## 4014     78.56        14          0      cauc   no northeast      yes
## 4015    284.90        17         21      cauc   no northeast       no
## 4016    377.45         7         44      cauc  yes northeast       no
## 4017    426.33        10         16      cauc  yes northeast       no
## 4018    474.83        12         11      cauc  yes northeast       no
## 4019    214.71         8         54      afam  yes northeast      yes
## 4020    195.46        12          5      afam  yes northeast       no
## 4021   1234.57        15         11      cauc  yes northeast       no
## 4022   1135.80        13         33      cauc  yes northeast       no
## 4023    764.26        14          7      cauc  yes northeast       no
## 4024    854.70        12         14      cauc  yes northeast       no
## 4025   1577.64        12         51      cauc   no northeast       no
## 4026    961.54        12         40      cauc   no northeast       no
## 4027    997.15        18          4      cauc  yes northeast       no
## 4028   1424.50        16         29      cauc  yes northeast       no
## 4029    274.35        12          3      cauc  yes northeast       no
## 4030   5246.91        14         14      cauc   no northeast       no
## 4031    498.58        12         26      cauc   no northeast       no
## 4032    658.44        12         12      cauc   no northeast       no
## 4033    629.63        11          8      cauc   no northeast       no
## 4034   1044.63        12         39      cauc   no northeast       no
## 4035    379.87        12         28      cauc   no northeast       no
## 4036    341.88        12         25      cauc   no northeast       no
## 4037    284.90        12          6      cauc   no northeast       no
## 4038    332.38        12         21      cauc   no northeast       no
## 4039    997.15        14         20      cauc   no northeast       no
## 4040     50.84        12          0      cauc   no northeast      yes
## 4041    391.74        12         41      cauc   no northeast       no
## 4042    403.61        13         14      cauc   no northeast       no
## 4043    237.42        12          6      cauc   no northeast       no
## 4044    593.54        12         24      cauc   no northeast       no
## 4045    179.70        12          2      cauc   no northeast       no
## 4046    472.79        13          4      cauc   no northeast       no
## 4047     95.06        18         16      cauc   no northeast       no
## 4048    474.83        17          3      cauc   no northeast       no
## 4049    557.93        16          4      cauc  yes northeast       no
## 4050    356.13         9          9      cauc  yes northeast       no
## 4051    758.02        12         41      cauc  yes northeast       no
## 4052    480.77         9          6      cauc  yes northeast       no
## 4053    712.25        12         40      cauc  yes northeast       no
## 4054   1020.89        16          3      cauc  yes northeast       no
## 4055    363.11        12         11      cauc   no northeast       no
## 4056    854.70        12         11      cauc  yes northeast       no
## 4057    237.42        11         45      cauc  yes northeast       no
## 4058    641.03        12         23      cauc   no northeast       no
## 4059     96.02        14          1      cauc   no northeast      yes
## 4060    166.19        13          2      cauc  yes northeast       no
## 4061    306.27         7         37      cauc  yes northeast       no
## 4062    373.93        16          1      cauc  yes northeast       no
## 4063    498.58        12         19      cauc  yes northeast       no
## 4064    842.83        18          3      cauc   no northeast      yes
## 4065    185.19        18         18      cauc   no northeast      yes
## 4066    229.97        16          2      cauc   no northeast      yes
## 4067    284.90        16          6      cauc   no northeast       no
## 4068    144.82        18         -1      cauc   no northeast       no
## 4069     71.23        18         -2      cauc   no northeast       no
## 4070    493.83        16         18      cauc   no northeast       no
## 4071    351.51         8         21      cauc   no northeast       no
## 4072    308.64        12          3      cauc  yes northeast       no
## 4073    987.65        12         13      cauc   no northeast       no
## 4074    557.93        12         24      cauc   no northeast       no
## 4075    569.14        12         44      cauc   no northeast       no
## 4076    522.20        12         11      cauc   no northeast       no
## 4077    427.35        14          4      cauc   no northeast       no
## 4078    389.36        12          6      cauc   no northeast       no
## 4079    534.19        12         27      cauc   no northeast       no
## 4080    286.13        14         12      cauc   no northeast       no
## 4081    261.16        13         14      cauc   no northeast       no
## 4082    593.54        16          7      cauc   no northeast       no
## 4083    512.82        14         18      cauc   no northeast       no
## 4084    771.60        18         17      cauc   no northeast       no
## 4085    403.61        16          2      cauc   no northeast       no
## 4086    503.85        18         22      cauc   no northeast       no
## 4087    617.28        12         35      cauc   no northeast       no
## 4088    593.54        13         21      cauc   no northeast       no
## 4089    720.16         8         46      cauc  yes northeast       no
## 4090    332.38         8         42      cauc  yes northeast       no
## 4091    512.82        12         23      cauc  yes northeast       no
## 4092    181.94        12          0      cauc  yes northeast       no
## 4093    146.66        12          2      cauc  yes northeast       no
## 4094    370.37        12         16      cauc  yes northeast       no
## 4095    284.90        12         13      cauc  yes northeast       no
## 4096    246.91        14          3      cauc  yes northeast       no
## 4097    419.75        17          9      cauc  yes northeast       no
## 4098    332.38        11         12      cauc  yes northeast       no
## 4099    949.67        18         30      cauc   no northeast       no
## 4100    872.60        14          9      cauc  yes northeast       no
## 4101   1020.89        18         20      cauc  yes northeast       no
## 4102    664.77        12         37      cauc  yes northeast       no
## 4103    735.99        12         15      cauc  yes northeast       no
## 4104    848.77        10         39      cauc  yes northeast       no
## 4105   1068.38        14         29      cauc  yes northeast       no
## 4106    997.15        12         18      cauc  yes northeast       no
## 4107    712.25        10         38      cauc  yes northeast       no
## 4108    569.80        12         17      cauc  yes northeast       no
## 4109   1286.01        12         17      cauc  yes northeast       no
## 4110    176.37        16          0      cauc  yes northeast      yes
## 4111   1543.21        18         26      cauc  yes northeast       no
## 4112    970.02        12         29      cauc  yes northeast       no
## 4113    451.09        12         28      cauc  yes northeast       no
## 4114    759.73        12         14      cauc  yes northeast       no
## 4115    522.32        14         20      cauc  yes northeast       no
## 4116    830.96        16         19      cauc  yes northeast       no
## 4117    664.77        12         24      cauc  yes northeast       no
## 4118    356.13        14         21      afam  yes northeast       no
## 4119    462.96        12          4      cauc  yes northeast       no
## 4120    522.32        11         45      afam  yes northeast       no
## 4121    522.32        14         20      cauc  yes northeast       no
## 4122    747.86        18         20      cauc  yes northeast       no
## 4123    403.61        12         11      cauc  yes northeast       no
## 4124   1424.50        12         28      cauc  yes northeast       no
## 4125     51.44        12          0      cauc  yes northeast      yes
## 4126    522.32        12         27      cauc  yes northeast       no
## 4127    434.47        10         10      cauc  yes northeast       no
## 4128    478.40        13         44      cauc  yes northeast       no
## 4129   2541.76        11         44      cauc  yes northeast       no
## 4130    712.25        18          5      cauc  yes northeast      yes
## 4131    154.32        11         40      cauc  yes northeast      yes
## 4132    356.13        14         34      afam  yes northeast       no
## 4133   1331.03        17         14      cauc  yes northeast       no
## 4134   1305.79        16          9      cauc  yes northeast       no
## 4135    546.06        18         10      cauc  yes northeast       no
## 4136    830.96        18         17      cauc  yes northeast       no
## 4137    593.54        12         23      cauc  yes northeast       no
## 4138    759.73        13          7      cauc  yes northeast       no
## 4139   1187.08        12         23      cauc  yes northeast       no
## 4140   1175.78        17         21      cauc  yes northeast       no
## 4141    557.93        12         29      cauc  yes northeast       no
## 4142    783.48        12         37      cauc  yes northeast       no
## 4143    543.21        10         11      cauc  yes northeast       no
## 4144    759.73        12         28      cauc  yes northeast       no
## 4145    665.55        12         38      cauc  yes northeast       no
## 4146    528.51        12          5      cauc  yes northeast       no
## 4147    335.38        12          3      cauc  yes northeast       no
## 4148    356.13        12         39      cauc  yes northeast       no
## 4149   1329.53        16         39      cauc  yes northeast       no
## 4150    848.77        17         16      cauc  yes northeast       no
## 4151    493.83        17         23      cauc  yes northeast       no
## 4152    474.83        16         15      cauc  yes northeast       no
## 4153    712.25        18         12      cauc  yes northeast       no
## 4154   1424.50        17         26      cauc  yes northeast       no
## 4155    102.88        15          0      cauc  yes northeast      yes
## 4156    944.92        18         12      cauc  yes northeast       no
## 4157   2255.46        18         21      cauc  yes northeast       no
## 4158   2374.15        13         19      cauc  yes northeast       no
## 4159    949.67        12         17      cauc  yes northeast       no
## 4160    759.73        12         31      cauc  yes northeast       no
## 4161    593.54        12          6      cauc  yes northeast       no
## 4162    522.32        13         41      cauc  yes northeast       no
## 4163    123.46        10         13      cauc  yes northeast       no
## 4164     86.11        12          0      cauc  yes northeast      yes
## 4165    308.64        12         11      cauc  yes northeast       no
## 4166    557.93        12         12      cauc  yes northeast       no
## 4167    759.07         8         34      cauc  yes northeast       no
## 4168    617.28        12         36      cauc  yes northeast       no
## 4169    379.87         8         50      cauc  yes northeast       no
## 4170    902.18        14         20      cauc  yes northeast       no
## 4171    949.67        11         39      cauc  yes northeast       no
## 4172    830.96        12         20      cauc  yes northeast       no
## 4173   1282.05        15         25      cauc  yes northeast       no
## 4174    802.47        12         24      cauc  yes northeast       no
## 4175   1068.38        15          9      cauc  yes northeast      yes
## 4176   2089.27        17         29      cauc  yes northeast       no
## 4177    712.25        12         34      cauc  yes northeast       no
## 4178    610.49        13         12      afam  yes northeast       no
## 4179    842.83        12         21      cauc  yes northeast       no
## 4180    783.48        12         38      cauc  yes northeast       no
## 4181    783.48        15          5      cauc  yes northeast       no
## 4182    205.76        14          1      cauc  yes northeast       no
## 4183    116.96        13          1      cauc  yes northeast       no
## 4184   1068.38        12         19      cauc  yes northeast       no
## 4185    949.67        18         23      cauc  yes northeast       no
## 4186    356.13        12         42      cauc  yes northeast       no
## 4187    691.36        12         28      cauc  yes northeast       no
## 4188    206.55        15          2      cauc  yes northeast       no
## 4189    313.79        12          3      cauc  yes northeast       no
## 4190    997.15        18          6      cauc  yes northeast       no
## 4191   1068.38        12         23      cauc  yes northeast       no
## 4192    735.99        12         26      cauc  yes northeast       no
## 4193    118.71        16         41      afam  yes northeast       no
## 4194   1271.96        12         29      cauc  yes northeast       no
## 4195    918.38         9         16      cauc  yes northeast       no
## 4196    445.63        10         40      cauc  yes northeast       no
## 4197    498.58        12          3      cauc  yes northeast       no
## 4198    641.03        12         22      cauc  yes northeast       no
## 4199    962.96        15         25      cauc  yes northeast       no
## 4200    199.43        12          0      cauc  yes northeast      yes
## 4201    166.19         4         32      cauc  yes northeast       no
## 4202    427.35        14          4      cauc  yes northeast       no
## 4203    868.95        16          4      cauc  yes northeast       no
## 4204    444.44        12         14      cauc  yes northeast       no
## 4205    271.60        12         24      cauc  yes northeast       no
## 4206    546.06         2         16      cauc  yes northeast       no
## 4207    759.73        16         16      cauc  yes northeast       no
## 4208    830.96        18         17      cauc  yes northeast       no
## 4209    427.35        12         10      cauc  yes northeast       no
## 4210   2374.15        16         10      cauc  yes northeast       no
## 4211    481.96        18         24      cauc  yes northeast       no
## 4212    439.81        15         -2      cauc  yes northeast       no
## 4213    593.54        12         11      cauc  yes northeast       no
## 4214    199.91        16          3      cauc  yes northeast       no
## 4215    320.51        12         39      cauc  yes northeast       no
## 4216    474.83        14         14      cauc  yes northeast       no
## 4217    356.13        12         12      cauc  yes northeast       no
## 4218    522.32        12         32      cauc  yes northeast       no
## 4219    498.58        14         24      cauc  yes northeast       no
## 4220    462.96        11         23      cauc  yes northeast       no
## 4221    843.83        17         34      cauc  yes northeast       no
## 4222   1115.86        16          8      cauc  yes northeast       no
## 4223    830.96        12         43      cauc  yes northeast       no
## 4224    379.84         9         36      cauc  yes northeast       no
## 4225    888.83        10         46      cauc  yes northeast       no
## 4226    593.54        12         22      cauc  yes northeast       no
## 4227    643.00        12         22      afam  yes northeast       no
## 4228     83.10         8         55      afam  yes northeast      yes
## 4229    555.56        10         25      afam  yes northeast       no
## 4230    641.03        14         20      cauc  yes northeast       no
## 4231    569.80        12         18      cauc  yes northeast       no
## 4232   1305.79        12         22      cauc  yes northeast       no
## 4233   1198.96        18         12      cauc  yes northeast       no
## 4234    522.32        12         23      cauc  yes northeast       no
## 4235    819.52        12         35      cauc  yes northeast       no
## 4236    138.93        12          2      cauc  yes northeast      yes
## 4237    704.44        10         46      cauc  yes northeast       no
## 4238   1187.08        12         43      cauc  yes northeast       no
## 4239   2374.15        16         31      cauc  yes northeast       no
## 4240   1068.38        15         31      cauc  yes northeast       no
## 4241    771.60        12         16      cauc  yes northeast       no
## 4242    403.61        12          8      cauc  yes northeast       no
## 4243    391.74        12         43      cauc  yes northeast       no
## 4244    393.14        12          7      cauc  yes northeast       no
## 4245    876.07        13         26      cauc  yes northeast       no
## 4246   1258.31        12         22      cauc  yes northeast       no
## 4247    189.93        12          1      cauc  yes northeast       no
## 4248    688.51        15          4      cauc  yes northeast       no
## 4249   1156.22        12         25      cauc  yes northeast       no
## 4250     74.07        12          0      cauc  yes northeast      yes
## 4251    664.77        12         30      cauc  yes northeast       no
## 4252    427.35        12          8      cauc  yes northeast       no
## 4253    555.56        11         29      afam  yes northeast       no
## 4254    246.91        12          3      afam  yes northeast       no
## 4255    427.35        12         38      afam  yes northeast       no
## 4256    118.71        12          7      afam  yes northeast      yes
## 4257    379.87        12          4      cauc  yes northeast       no
## 4258   1139.60        15         12      afam  yes northeast       no
## 4259    352.73        11         13      cauc  yes northeast       no
## 4260   1305.79        12         41      cauc  yes northeast       no
## 4261    783.48        11         21      cauc  yes northeast       no
## 4262    246.91        10          7      cauc  yes northeast       no
## 4263    237.42        12         16      afam  yes northeast       no
## 4264    830.96        14         17      cauc  yes northeast       no
## 4265    679.01         8         41      cauc  yes northeast       no
## 4266    379.87        12         17      cauc  yes northeast       no
## 4267     57.61        12          0      cauc  yes northeast      yes
## 4268    299.03        12          3      cauc  yes northeast       no
## 4269    689.53        11         38      cauc  yes northeast       no
## 4270    949.67        16         15      cauc  yes northeast       no
## 4271   1424.50        16         29      cauc  yes northeast       no
## 4272    617.28        18          9      cauc  yes northeast       no
## 4273     64.01        14          0      cauc  yes northeast      yes
## 4274    826.21        12         22      cauc  yes northeast       no
## 4275    652.90        12         37      cauc  yes northeast       no
## 4276    296.77        12          7      afam  yes northeast       no
## 4277    712.25        10         34      afam  yes northeast       no
## 4278    823.05        12         35      afam  yes northeast       no
## 4279    641.03        17         18      cauc  yes northeast      yes
## 4280    237.42         4         41      cauc  yes northeast       no
## 4281    617.28        11         31      cauc  yes northeast       no
## 4282     61.73        12         11      cauc  yes northeast      yes
## 4283    830.96        18         19      cauc  yes northeast       no
## 4284    498.58        12         46      cauc  yes northeast       no
## 4285    484.14        16          5      cauc  yes northeast       no
## 4286   1234.57        12         20      cauc  yes northeast       no
## 4287   1424.50        12         37      cauc  yes northeast       no
## 4288   1851.85        18         -1      cauc  yes northeast       no
## 4289   3806.58        16         -1      cauc  yes northeast       no
## 4290    193.49        13          7      cauc  yes northeast       no
## 4291    997.15        18          4      cauc  yes northeast       no
## 4292    735.99        13         28      cauc  yes northeast       no
## 4293    403.61        14          6      cauc  yes northeast       no
## 4294    327.54        16          2      cauc  yes northeast       no
## 4295    830.96        12          6      cauc  yes northeast       no
## 4296   1469.72        12         14      cauc  yes northeast       no
## 4297   2374.15        18         10      cauc  yes northeast       no
## 4298    712.25        13         17      cauc  yes northeast       no
## 4299    474.83        12         20      cauc  yes northeast       no
## 4300    641.03        12         19      cauc  yes northeast       no
## 4301   1827.16        17         17      cauc  yes northeast       no
## 4302   1424.50        16         41      cauc  yes northeast       no
## 4303    830.96        16         18      cauc  yes northeast       no
## 4304    759.73        18         17      cauc  yes northeast       no
## 4305   1068.38        16         33      cauc  yes northeast       no
## 4306   1424.50        14         47      cauc  yes northeast       no
## 4307    617.28        15          2      cauc  yes northeast       no
## 4308    123.46        12          0      cauc  yes northeast      yes
## 4309    664.77        11         43      cauc  yes northeast       no
## 4310    493.83        14          0      cauc  yes northeast       no
## 4311    918.75        18         15      cauc  yes northeast       no
## 4312    427.16        12          3      cauc  yes northeast       no
## 4313    294.16        12          1      cauc  yes northeast       no
## 4314    937.80        16         28      afam  yes northeast       no
## 4315    522.32        12         45      cauc  yes northeast       no
## 4316    451.09        13          8      cauc  yes northeast       no
## 4317    617.28        13          8      afam  yes northeast       no
## 4318    432.10        13         18      afam  yes northeast       no
## 4319    154.32        12         11      cauc  yes northeast       no
## 4320    173.31         7         16      cauc  yes northeast       no
## 4321    759.73        12         14      cauc  yes northeast       no
## 4322   1044.63        16         33      cauc  yes northeast       no
## 4323   1661.92        16         23      cauc  yes northeast       no
## 4324    277.78        16          0      cauc  yes northeast      yes
## 4325    385.80        15         -1      cauc  yes northeast       no
## 4326    320.51        12         14      afam  yes northeast       no
## 4327    106.84        12          1      afam  yes northeast       no
## 4328    154.32        10          2      afam  yes northeast      yes
## 4329    368.00        15         15      afam  yes northeast       no
## 4330    339.51        12         26      afam  yes northeast       no
## 4331    237.42        12          1      cauc  yes northeast       no
## 4332    474.83        12          8      afam  yes northeast       no
## 4333    949.67        10         36      afam  yes northeast       no
## 4334    593.54         6         26      cauc  yes northeast       no
## 4335    472.36        16          5      cauc  yes northeast       no
## 4336    622.03         6         26      afam  yes northeast       no
## 4337    522.32        16          8      cauc  yes northeast       no
## 4338    626.78        14          4      cauc  yes northeast       no
## 4339    403.61        12          4      afam  yes northeast       no
## 4340    427.35        12         43      cauc  yes northeast       no
## 4341    617.28        18         16      cauc  yes northeast       no
## 4342   1187.08        16          6      cauc  yes northeast       no
## 4343    902.18        10         24      cauc  yes northeast       no
## 4344   1187.08        16         27      cauc  yes northeast       no
## 4345   1135.80        12         35      cauc  yes northeast       no
## 4346    427.35        10         10      cauc  yes northeast       no
## 4347    712.25        12         24      afam  yes northeast       no
## 4348    246.20        14         28      afam  yes northeast       no
## 4349   1495.73        14         11      afam  yes northeast       no
## 4350    848.77        14         10      cauc  yes northeast       no
## 4351    189.93        12         15      afam  yes northeast       no
## 4352    552.14         9         39      cauc  yes northeast       no
## 4353    830.96        16          5      cauc  yes northeast       no
## 4354   1372.27        16         14      cauc  yes northeast       no
## 4355    546.06        18          7      cauc  yes northeast       no
## 4356    664.77        15         12      cauc  yes northeast       no
## 4357    641.03        13         30      cauc  yes northeast       no
## 4358   1780.63        16         10      cauc  yes northeast       no
## 4359   1044.63        12         29      cauc  yes northeast       no
## 4360    537.27        16         28      cauc  yes northeast       no
## 4361   1424.50        12         34      cauc  yes northeast       no
## 4362   1105.97        18         19      cauc  yes northeast       no
## 4363    138.27        12          0      cauc  yes northeast      yes
## 4364    456.91        11         13      cauc  yes northeast       no
## 4365    657.64        16         17      cauc  yes northeast       no
## 4366   1068.38        16         17      cauc  yes northeast       no
## 4367   1495.73        16         15      cauc  yes northeast       no
## 4368    830.96        16          8      cauc  yes northeast       no
## 4369    546.06        14         44      cauc  yes northeast       no
## 4370    370.37        11         12      cauc  yes northeast       no
## 4371    379.87        16         17      cauc  yes northeast       no
## 4372    731.24        16          6      afam  yes northeast       no
## 4373    308.64        12         32      cauc  yes northeast       no
## 4374    617.28        13         11      cauc  yes northeast       no
## 4375    474.83        10          9      cauc  yes northeast       no
## 4376   1187.08        18         18      cauc  yes northeast       no
## 4377   1369.90        17         17      cauc  yes northeast       no
## 4378   1780.63        16         19      cauc  yes northeast       no
## 4379   1068.38        16         13      afam  yes northeast       no
## 4380   1068.38        18          4      cauc  yes northeast       no
## 4381    569.80        10         26      cauc  yes northeast       no
## 4382    593.54         8         44      cauc  yes northeast       no
## 4383    664.77        12         41      afam  yes northeast       no
## 4384    379.87        12         44      cauc  yes northeast       no
## 4385    498.58        12          7      cauc  yes northeast       no
## 4386    712.25        12         24      afam  yes northeast       no
## 4387    425.71        15         48      afam  yes northeast      yes
## 4388    246.30        11         14      afam  yes northeast       no
## 4389   1155.77        12         33      cauc  yes northeast       no
## 4390    284.90         6         16      cauc  yes northeast       no
## 4391    123.46        12          6      cauc  yes northeast       no
## 4392    997.15        12         16      cauc  yes northeast       no
## 4393    253.24        11          5      cauc  yes northeast       no
## 4394    356.13        12          3      cauc  yes northeast       no
## 4395    593.54         5         41      cauc  yes northeast       no
## 4396    411.52        12         10      cauc  yes northeast       no
## 4397    303.89         2         36      cauc  yes northeast       no
## 4398    273.03        12         35      cauc  yes northeast       no
## 4399    403.61        14         16      afam  yes northeast       no
## 4400    344.25        13          4      cauc  yes northeast       no
## 4401    284.90        10         10      cauc  yes northeast       no
## 4402    641.03        16         14      cauc  yes northeast       no
## 4403   2374.15        18         20      cauc  yes northeast       no
## 4404   2469.11        17         21      cauc  yes northeast       no
## 4405    729.52        12         22      cauc  yes northeast       no
## 4406    569.80        17         35      cauc  yes northeast       no
## 4407    546.06        16          5      cauc  yes northeast       no
## 4408    205.76        16          0      cauc  yes northeast       no
## 4409    712.25        12         33      cauc  yes northeast       no
## 4410     94.97        13          6      cauc  yes northeast      yes
## 4411    712.25        15         14      cauc  yes northeast       no
## 4412   1929.96        17         31      cauc  yes northeast       no
## 4413    835.26        16          1      cauc  yes northeast       no
## 4414    474.83        12         44      cauc  yes northeast       no
## 4415   1282.05        18          9      cauc  yes northeast       no
## 4416   2051.04        18         11      cauc  yes northeast       no
## 4417    949.67        11         28      cauc  yes northeast       no
## 4418   1197.20        16         37      cauc  yes northeast       no
## 4419    333.33        16         -1      cauc  yes northeast       no
## 4420    854.70        12         24      cauc  yes northeast       no
## 4421    968.33        12         52      cauc  yes northeast      yes
## 4422    953.94        13         47      cauc  yes northeast       no
## 4423   1118.23        12         31      cauc  yes northeast       no
## 4424    668.72        16         31      cauc  yes northeast       no
## 4425   1187.08        16          3      cauc  yes northeast       no
## 4426   1187.08        18         38      cauc  yes northeast       no
## 4427    474.83        16         39      cauc  yes northeast       no
## 4428    200.20        12          4      cauc  yes northeast       no
## 4429   1694.50        18         11      cauc  yes northeast       no
## 4430   2255.46        15          7      cauc  yes northeast       no
## 4431    522.32        10         43      cauc  yes northeast       no
## 4432    878.44        14          6      cauc  yes northeast       no
## 4433    890.31        15         18      cauc  yes northeast       no
## 4434    498.58        12         20      afam  yes northeast       no
## 4435    830.96        12         32      cauc  yes northeast       no
## 4436    497.86        18         14      cauc  yes northeast       no
## 4437    668.72        12         44      cauc  yes northeast       no
## 4438    284.90        12         19      cauc  yes northeast       no
## 4439    332.38         8         37      afam  yes northeast       no
## 4440   1187.08        16         14      cauc  yes northeast       no
## 4441   2374.15        16         17      cauc  yes northeast       no
## 4442    332.38        16          3      cauc  yes northeast       no
## 4443    474.83        12         33      cauc  yes northeast       no
## 4444    427.35        14          1      cauc  yes northeast       no
## 4445    878.44        12          9      cauc  yes northeast       no
## 4446    949.67        16         20      cauc  yes northeast       no
## 4447   1020.89        18         31      cauc  yes northeast       no
## 4448   1187.08        16          7      cauc  yes northeast       no
## 4449   1039.89        17         41      cauc  yes northeast       no
## 4450   2374.15        18         19      cauc  yes northeast       no
## 4451    308.64        13          0      afam  yes northeast       no
## 4452    909.68        12         30      cauc  yes northeast       no
## 4453    848.77        12          4      cauc  yes northeast       no
## 4454   1668.34        12         10      cauc  yes northeast       no
## 4455    478.63        16         45      cauc  yes northeast       no
## 4456    403.61        12         47      cauc  yes northeast       no
## 4457    641.03        10         36      cauc  yes northeast       no
## 4458    403.29        10          5      cauc  yes northeast       no
## 4459    522.32        12         29      cauc  yes northeast       no
## 4460   1517.79        12         29      cauc  yes northeast       no
## 4461    816.07        12          3      cauc  yes northeast       no
## 4462    110.54        12          2      cauc  yes northeast      yes
## 4463    498.58        16         42      cauc  yes northeast       no
## 4464    296.77        12         27      afam  yes northeast       no
## 4465    569.80        12         38      cauc  yes northeast       no
## 4466    593.54        14         30      cauc  yes northeast       no
## 4467    740.74        18         20      cauc  yes northeast       no
## 4468   1209.37        10         44      cauc  yes northeast       no
## 4469    783.48        12         20      cauc  yes northeast       no
## 4470    925.93        12         28      cauc  yes northeast       no
## 4471    462.96        12         13      cauc  yes northeast       no
## 4472    231.48        12         46      cauc  yes northeast      yes
## 4473    830.96        12         12      cauc  yes northeast       no
## 4474   1028.81        17          3      cauc  yes northeast       no
## 4475    949.67        12         39      cauc  yes northeast       no
## 4476    712.25        12         16      cauc  yes northeast       no
## 4477    712.25        11         31      cauc  yes northeast       no
## 4478    830.96        12         25      cauc  yes northeast       no
## 4479    293.94        15          0      cauc  yes northeast       no
## 4480    712.25        12         29      cauc  yes northeast       no
## 4481   1305.79        16         12      cauc  yes northeast       no
## 4482    925.93         6         27      cauc  yes northeast       no
## 4483    182.34        12          3      cauc  yes northeast       no
## 4484    284.90        12         26      cauc  yes northeast       no
## 4485    474.83        18         38      cauc  yes northeast       no
## 4486    284.90        12          6      cauc  yes northeast       no
## 4487    735.99        12         45      cauc  yes northeast       no
## 4488    237.42        15         12      afam  yes northeast       no
## 4489    949.67        10         11      afam  yes northeast       no
## 4490    474.83        11         17      afam  yes northeast       no
## 4491    320.51        12          9      afam  yes northeast       no
## 4492    301.04        12         20      cauc  yes northeast       no
## 4493    209.88         5         31      afam  yes northeast       no
## 4494   2374.15        16         20      cauc  yes northeast       no
## 4495    593.54        16          8      cauc  yes northeast       no
## 4496    807.22        12         24      cauc  yes northeast       no
## 4497    593.54        12         11      cauc  yes northeast       no
## 4498    151.17         9         21      afam  yes northeast       no
## 4499   1024.41        15         32      cauc  yes northeast       no
## 4500   1187.08        13         18      cauc  yes northeast       no
## 4501    474.83        16          6      cauc  yes northeast       no
## 4502    664.77        16          2      cauc  yes northeast       no
## 4503    522.32        12          3      cauc  yes northeast       no
## 4504    557.93        12         30      afam  yes northeast       no
## 4505    131.17        12          0      afam  yes northeast      yes
## 4506    759.73        12         13      cauc  yes northeast       no
## 4507    115.74        16         14      cauc  yes northeast       no
## 4508    532.56        14          7      cauc  yes northeast       no
## 4509    641.03        17         11      cauc  yes northeast       no
## 4510    308.64        12          6      cauc  yes northeast       no
## 4511    325.79        12         42      cauc  yes northeast       no
## 4512    164.61        16          0      cauc  yes northeast       no
## 4513    617.28        16         21      cauc  yes northeast       no
## 4514    391.74        14          4      cauc  yes northeast       no
## 4515    402.58        16          2      cauc  yes northeast       no
## 4516    474.83        18          4      cauc  yes northeast       no
## 4517    688.51        16         10      cauc  yes northeast       no
## 4518   1020.89        13         33      cauc  yes northeast       no
## 4519    973.41        18          4      cauc  yes northeast       no
## 4520    569.80        12         31      cauc  yes northeast       no
## 4521    214.71        12          2      cauc  yes northeast       no
## 4522   1068.38        12         11      cauc  yes northeast       no
## 4523    652.90        16         19      cauc  yes northeast       no
## 4524    641.03        12          8      cauc  yes northeast       no
## 4525    312.42        12          7      cauc  yes northeast       no
## 4526    403.61        13          5      cauc  yes northeast       no
## 4527    586.42        13         17      cauc  yes northeast       no
## 4528   2519.50        18         20      cauc  yes northeast       no
## 4529   1187.08        17         22      cauc  yes northeast       no
## 4530    949.67        17         21      cauc  yes northeast       no
## 4531   1080.25        16         17      cauc  yes northeast       no
## 4532   1424.50        18         11      cauc  yes northeast       no
## 4533    604.23        13          8      cauc  yes northeast       no
## 4534   2374.15        18         16      cauc  yes northeast       no
## 4535    466.39        12          5      cauc  yes northeast       no
## 4536    700.38        16          4      cauc  yes northeast       no
## 4537    830.96        18          7      cauc  yes northeast       no
## 4538    284.88         7         42      afam  yes northeast       no
## 4539    356.10         8         37      afam  yes northeast       no
## 4540    427.35        12         18      afam  yes northeast       no
## 4541    949.67        11         36      afam  yes northeast       no
## 4542    356.13        12          6      cauc  yes northeast       no
## 4543    474.83        10         24      cauc  yes northeast       no
## 4544    451.09         9         51      cauc  yes northeast       no
## 4545    271.60        13         11      cauc  yes northeast       no
## 4546    593.54        10         11      cauc  yes northeast       no
## 4547    712.25        12         18      afam  yes northeast       no
## 4548    469.14        12          8      afam  yes northeast       no
## 4549    459.37        16         12      cauc  yes northeast       no
## 4550    167.76        10         23      cauc  yes northeast       no
## 4551    403.61         9         16      cauc  yes northeast       no
## 4552    830.96        12         18      cauc  yes northeast       no
## 4553    522.32        12         17      cauc  yes northeast       no
## 4554    593.54        16          4      cauc  yes northeast       no
## 4555    546.06        18         18      cauc  yes northeast       no
## 4556    474.83        11         15      cauc  yes northeast       no
## 4557    474.83        12         16      cauc  yes northeast       no
## 4558    474.83        12          6      cauc  yes northeast       no
## 4559    617.28        12          2      cauc  yes northeast       no
## 4560    830.96        12         11      cauc  yes northeast       no
## 4561    522.32        16          3      cauc  yes northeast       no
## 4562   1946.82        18         20      cauc  yes northeast       no
## 4563    997.15        16         20      cauc  yes northeast       no
## 4564   1424.50        12         34      cauc  yes northeast       no
## 4565    237.42        16          0      cauc  yes northeast       no
## 4566    569.80        12          6      cauc  yes northeast       no
## 4567    949.67        11         45      cauc  yes northeast       no
## 4568    949.67        16         20      cauc  yes northeast       no
## 4569    593.54        14         49      cauc  yes northeast       no
## 4570    293.30         7         21      afam  yes northeast       no
## 4571    281.48        14         18      cauc  yes northeast       no
## 4572    332.38        13         29      afam  yes northeast       no
## 4573    474.83        14         13      cauc  yes northeast       no
## 4574   1028.81        12         27      cauc  yes northeast       no
## 4575    641.03        15          6      cauc  yes northeast       no
## 4576    899.81        12         12      cauc  yes northeast       no
## 4577    451.09        11         42      cauc  yes northeast       no
## 4578    522.32        12          5      cauc  yes northeast       no
## 4579    498.58        12         37      cauc  yes northeast       no
## 4580    759.73        10         40      cauc  yes northeast       no
## 4581    997.15        16         14      cauc  yes northeast       no
## 4582    593.54        12         11      cauc  yes northeast       no
## 4583    379.87        16          0      cauc  yes northeast       no
## 4584    237.42        16          2      afam  yes northeast       no
## 4585    626.52        13         22      cauc  yes northeast       no
## 4586    432.10        12         20      cauc  yes northeast       no
## 4587    289.35        12          1      cauc  yes northeast       no
## 4588   1044.63        12         42      cauc  yes northeast       no
## 4589    411.52        12         12      cauc  yes northeast       no
## 4590    830.96        12         12      cauc  yes northeast       no
## 4591   1234.57        13         23      cauc  yes northeast       no
## 4592   1153.85        14         21      cauc  yes northeast       no
## 4593   1305.79        16         16      cauc  yes northeast       no
## 4594    104.46        14          8      cauc  yes northeast       no
## 4595    712.25        16         39      cauc  yes northeast       no
## 4596   1661.92        15         32      cauc  yes northeast       no
## 4597    462.96        14          5      cauc  yes northeast       no
## 4598    118.71        14          3      cauc  yes northeast       no
## 4599    735.99        14         12      cauc  yes northeast       no
## 4600    617.28        12          5      cauc  yes northeast       no
## 4601    401.23        12          6      cauc  yes northeast       no
## 4602     78.35        12          0      cauc  yes northeast      yes
## 4603    593.54         3         43      cauc  yes northeast       no
## 4604    902.18        17         19      cauc  yes northeast       no
## 4605    410.78        12         26      cauc  yes northeast       no
## 4606    849.50         8         18      cauc  yes northeast       no
## 4607    488.68        12          3      cauc  yes northeast       no
## 4608    363.01         0         47      cauc  yes northeast       no
## 4609    197.53        12          0      cauc  yes northeast       no
## 4610    641.03        10         39      cauc  yes northeast       no
## 4611    432.69        12         22      cauc  yes northeast       no
## 4612   1139.60        12          6      cauc  yes northeast       no
## 4613    435.73        14          5      cauc  yes northeast       no
## 4614    830.48        12         51      cauc  yes northeast       no
## 4615    392.59        12         20      cauc  yes northeast       no
## 4616    890.31        12         16      cauc  yes northeast       no
## 4617    546.06        12         36      cauc  yes northeast       no
## 4618    712.25        18          4      cauc  yes northeast       no
## 4619    493.83        14          3      cauc  yes northeast       no
## 4620   1068.38        16         16      cauc  yes northeast       no
## 4621    151.95         8         51      cauc  yes northeast      yes
## 4622    949.67        18          9      cauc  yes northeast       no
## 4623    555.56        13         21      afam  yes northeast       no
## 4624    491.11         8         35      cauc  yes northeast       no
## 4625    593.54        16          5      cauc  yes northeast       no
## 4626    712.25        13          7      cauc  yes northeast       no
## 4627    949.67        16         21      cauc  yes northeast       no
## 4628    937.80        12         14      cauc  yes northeast       no
## 4629    783.48        12         22      cauc  yes northeast       no
## 4630    474.83        16         11      cauc  yes northeast       no
## 4631    474.83        14         11      cauc  yes northeast       no
## 4632   2374.15        18          8      cauc  yes northeast       no
## 4633   1661.92        18         38      cauc  yes northeast       no
## 4634   1543.21        18         22      cauc  yes northeast       no
## 4635   1139.60        18         17      cauc  yes northeast       no
## 4636   1329.53        18         18      cauc  yes northeast       no
## 4637   1780.63        17         27      cauc  yes northeast       no
## 4638   1899.34        17         20      cauc  yes northeast       no
## 4639   1559.83        18         12      cauc  yes northeast       no
## 4640    189.93         8          8      cauc  yes northeast       no
## 4641    901.12        12         46      cauc  yes northeast       no
## 4642   1471.98        16         25      cauc  yes northeast       no
## 4643   1377.02        18         18      cauc  yes northeast       no
## 4644    593.54        12         44      cauc  yes northeast       no
## 4645    772.06        15         13      cauc  yes northeast       no
## 4646   1049.38        12         25      cauc  yes northeast       no
## 4647    593.54        10         11      cauc  yes northeast       no
## 4648    474.83        12          0      cauc  yes northeast       no
## 4649    987.65        12         17      cauc  yes northeast       no
## 4650    474.83         8         42      cauc  yes northeast       no
## 4651    405.86        12         38      cauc  yes northeast       no
## 4652    427.85        12          7      cauc  yes northeast       no
## 4653    783.48        16         10      cauc  yes northeast       no
## 4654    788.18        16          6      cauc  yes northeast       no
## 4655    954.42        18         29      cauc  yes northeast       no
## 4656    225.55        12         52      cauc  yes northeast      yes
## 4657    617.28        12          9      cauc  yes northeast       no
## 4658    259.99        12         49      cauc  yes northeast      yes
## 4659   1353.28        18         40      cauc  yes northeast       no
## 4660    854.70        16          7      cauc  yes northeast       no
## 4661    679.01        14         46      cauc  yes northeast      yes
## 4662    902.18        16         -2      cauc  yes northeast       no
## 4663    854.70        14         10      cauc  yes northeast       no
## 4664   1317.28        13         29      cauc  yes northeast       no
## 4665   1020.89        18          4      cauc  yes northeast       no
## 4666    587.65        14         10      cauc  yes northeast       no
## 4667    493.83        12         11      cauc  yes northeast       no
## 4668   2374.15        14          6      cauc  yes northeast       no
## 4669    332.38        14          9      cauc  yes northeast      yes
## 4670    712.25        16          2      cauc  yes northeast       no
## 4671   1068.38        16          8      cauc  yes northeast       no
## 4672    370.37        12         16      afam  yes northeast       no
## 4673    382.72        12         19      afam  yes northeast       no
## 4674    670.96        12         27      cauc  yes northeast       no
## 4675    641.03        12         11      cauc  yes northeast       no
## 4676    343.68        11         11      cauc  yes northeast       no
## 4677    474.83        16          3      afam  yes northeast       no
## 4678    977.37        12         11      cauc  yes northeast       no
## 4679    890.31        14         13      cauc  yes northeast       no
## 4680   1092.12        15         17      cauc  yes northeast       no
## 4681    664.77        12         16      cauc  yes northeast       no
## 4682    356.13         5         19      cauc  yes northeast       no
## 4683   1709.40        16         30      cauc  yes northeast       no
## 4684    515.19        12         48      cauc  yes northeast       no
## 4685    356.13        12         46      cauc  yes northeast      yes
## 4686   1068.38        16         15      cauc  yes northeast       no
## 4687    296.30         6         15      cauc  yes northeast       no
## 4688    830.96        12         38      cauc  yes northeast       no
## 4689    593.54        16          3      cauc  yes northeast       no
## 4690   1187.08        18         39      cauc  yes northeast       no
## 4691    712.25        16         25      cauc  yes northeast       no
## 4692   1661.92        12         43      cauc  yes northeast       no
## 4693   1187.08        17         40      cauc  yes northeast       no
## 4694    123.46        18         -1      cauc  yes northeast      yes
## 4695   1780.63        18         22      cauc  yes northeast       no
## 4696    973.41        18         15      cauc  yes northeast       no
## 4697    349.00        17         21      cauc  yes northeast       no
## 4698   1661.92        12         34      cauc  yes northeast       no
## 4699    332.38        14          8      cauc  yes northeast       no
## 4700    522.32        13          8      cauc  yes northeast       no
## 4701    394.11        16          4      cauc  yes northeast       no
## 4702   1329.53        14         44      cauc  yes northeast       no
## 4703    643.00        12         19      cauc  yes northeast       no
## 4704    593.54        12         10      cauc  yes northeast       no
## 4705    664.77        12          8      cauc  yes northeast       no
## 4706    664.77        12         19      cauc  yes northeast       no
## 4707    664.77        16          4      cauc  yes northeast       no
## 4708    205.76        12          3      cauc  yes northeast       no
## 4709    185.19        12          8      cauc  yes northeast       no
## 4710    213.68         8          7      cauc  yes northeast       no
## 4711    522.32        16          9      cauc  yes northeast       no
## 4712    759.73        12          7      cauc  yes northeast       no
## 4713    277.78        12          3      cauc  yes northeast       no
## 4714    332.38        12         12      cauc  yes northeast       no
## 4715    588.79        16         13      cauc  yes northeast       no
## 4716   1305.79        16          8      cauc  yes northeast       no
## 4717   1452.43        13         22      cauc  yes northeast       no
## 4718    586.42         9         21      cauc  yes northeast       no
## 4719    740.34        12         41      cauc  yes northeast       no
## 4720    356.13        12          4      cauc  yes northeast       no
## 4721    474.83        13          7      cauc  yes northeast       no
## 4722    617.28        12         12      cauc  yes northeast       no
## 4723   2374.15        18         20      cauc  yes northeast       no
## 4724    878.44        16          4      cauc  yes northeast       no
## 4725    142.45        12         25      cauc  yes northeast       no
## 4726    493.83        12         50      afam  yes northeast      yes
## 4727    830.96        12         41      cauc  yes northeast       no
## 4728     51.44        16         -1      cauc  yes northeast      yes
## 4729   1282.05        12         42      cauc  yes northeast       no
## 4730    830.96        13         46      cauc  yes northeast       no
## 4731    664.77        14          9      cauc  yes northeast       no
## 4732   1187.08        12         29      cauc  yes northeast       no
## 4733    712.25        16         43      cauc  yes northeast       no
## 4734    712.25        18         16      cauc  yes northeast       no
## 4735    593.54        13          2      cauc  yes northeast       no
## 4736    498.58         9         30      cauc  yes northeast       no
## 4737    555.56        18         13      cauc  yes northeast       no
## 4738    699.59        12         48      cauc  yes northeast       no
## 4739    546.06         5         36      cauc  yes northeast       no
## 4740    473.65        13         11      cauc  yes northeast       no
## 4741    807.22        12          8      cauc  yes northeast       no
## 4742   2374.15        12         44      cauc  yes northeast      yes
## 4743    593.54        16          4      cauc  yes northeast       no
## 4744     74.07        18          4      cauc  yes northeast      yes
## 4745    522.32         6         47      cauc  yes northeast       no
## 4746    189.93        12          9      cauc  yes northeast      yes
## 4747    356.13        14          6      cauc  yes northeast       no
## 4748    593.54        14         29      afam  yes northeast       no
## 4749    284.90        12         23      afam  yes northeast       no
## 4750    830.96         8         40      cauc  yes northeast       no
## 4751   1068.38        11          9      cauc  yes northeast       no
## 4752    569.80        10         14      cauc  yes northeast       no
## 4753   1324.79        12         27      cauc  yes northeast       no
## 4754    370.37        12          8      cauc  yes northeast       no
## 4755   1068.38        16         28      cauc  yes northeast       no
## 4756    561.17        12          3      cauc  yes northeast       no
## 4757    830.96        17          1      cauc  yes northeast       no
## 4758    237.42        15         12      cauc  yes northeast       no
## 4759   1733.14        16         26      cauc  yes northeast       no
## 4760    411.52        16          1      cauc  yes northeast       no
## 4761   1139.60        16         28      cauc  yes northeast       no
## 4762    385.80        13         -1      cauc  yes northeast       no
## 4763   6913.58        16         41      cauc  yes northeast       no
## 4764    569.80        13          9      cauc  yes northeast       no
## 4765    759.73        12         16      afam  yes northeast       no
## 4766   1975.31        14         32      cauc  yes northeast       no
## 4767    783.48        12         18      cauc  yes northeast       no
## 4768    949.67        10         34      cauc  yes northeast       no
## 4769    593.54        12         13      cauc  yes northeast       no
## 4770    836.89        15         10      cauc  yes northeast       no
## 4771    581.67        12         14      cauc  yes northeast       no
## 4772    664.77        10         36      cauc  yes northeast       no
## 4773    427.35        12          7      cauc  yes northeast       no
## 4774    395.06        12          5      cauc  yes northeast       no
## 4775    854.70        14         11      cauc  yes northeast       no
## 4776   1424.50        14         32      cauc  yes northeast       no
## 4777    712.25        16          6      cauc  yes northeast       no
## 4778    546.06        13          4      cauc  yes northeast       no
## 4779   1139.60        13         14      cauc  yes northeast       no
## 4780   1337.45        18         29      cauc  yes northeast       no
## 4781   1068.38        18          6      cauc  yes northeast       no
## 4782   1234.57        18         15      cauc  yes northeast       no
## 4783   1128.42        12         28      cauc  yes northeast       no
## 4784     98.77        12         51      cauc  yes northeast      yes
## 4785    902.18        12         10      cauc  yes northeast       no
## 4786    515.19        17         11      cauc  yes northeast       no
## 4787   1780.63         1         41      cauc  yes northeast       no
## 4788   1068.38        18         36      cauc  yes northeast       no
## 4789   1056.51        16         19      cauc  yes northeast       no
## 4790    578.70        12         38      cauc  yes northeast       no
## 4791    878.44        11         30      cauc  yes northeast       no
## 4792    356.13         8         29      cauc  yes northeast       no
## 4793    108.02         9          3      afam  yes northeast      yes
## 4794    474.83         7         24      afam  yes northeast       no
## 4795    949.67        11         19      afam  yes northeast       no
## 4796    131.69        11          1      afam  yes northeast      yes
## 4797   1543.21        12         16      cauc  yes northeast       no
## 4798   2231.72        15         36      cauc  yes northeast       no
## 4799    593.54        12         16      cauc  yes northeast       no
## 4800     61.73        12         48      cauc  yes northeast      yes
## 4801    823.05        12         40      cauc  yes northeast       no
## 4802   1424.50        11         33      cauc  yes northeast       no
## 4803    712.25        12         16      cauc  yes northeast       no
## 4804   1899.34        18         17      cauc  yes northeast       no
## 4805    830.96        12         28      cauc  yes northeast       no
## 4806    308.64        14          1      cauc  yes northeast       no
## 4807    154.32        16         33      cauc  yes northeast       no
## 4808    246.91        17          9      cauc  yes northeast       no
## 4809    783.48        16         32      cauc  yes northeast       no
## 4810    949.67        12         28      cauc  yes northeast       no
## 4811    246.91        13         -1      cauc  yes northeast       no
## 4812   1092.12        12         21      cauc  yes northeast       no
## 4813    444.44        12         25      cauc  yes northeast       no
## 4814    949.67        12         43      cauc  yes northeast       no
## 4815    522.32        11         35      cauc  yes northeast       no
## 4816    884.77        12         33      cauc  yes northeast       no
## 4817    830.96        12         33      cauc  yes northeast       no
## 4818    308.64        12          3      cauc  yes northeast       no
## 4819    796.30        12         22      cauc  yes northeast       no
## 4820    308.64        12          3      cauc  yes northeast       no
## 4821    277.78        12         36      cauc  yes northeast      yes
## 4822   1068.38        18          7      cauc  yes northeast       no
## 4823   1115.86        16          9      cauc  yes northeast       no
## 4824   1424.50        18         14      cauc  yes northeast       no
## 4825   1092.12        16         21      cauc  yes northeast       no
## 4826   1210.83        18         13      cauc  yes northeast       no
## 4827    555.56        16          3      cauc  yes northeast       no
## 4828    925.93        16          6      cauc  yes northeast       no
## 4829   1015.19        15         12      cauc  yes northeast       no
## 4830    807.22        16         41      cauc  yes northeast       no
## 4831     76.54         8         45      cauc  yes northeast       no
## 4832    403.61        12          9      cauc  yes northeast       no
## 4833   1484.42        12         35      cauc  yes northeast       no
## 4834    166.19        12          7      cauc  yes northeast       no
## 4835    830.96        18         14      cauc  yes northeast       no
## 4836    403.61        16          3      afam  yes northeast       no
## 4837    957.42        12         14      cauc  yes northeast       no
## 4838    128.21        12         48      cauc  yes northeast      yes
## 4839    768.18        15         16      cauc  yes northeast       no
## 4840   1353.28        12         30      cauc  yes northeast       no
## 4841   1018.66        13         34      cauc  yes northeast       no
## 4842    356.41        16         -1      cauc  yes northeast       no
## 4843   1163.34        12         36      cauc  yes northeast       no
## 4844   1899.34        16         12      cauc  yes northeast       no
## 4845    664.77        11         39      cauc  yes northeast       no
## 4846    949.67        16         22      cauc  yes northeast       no
## 4847    830.96        17          9      cauc  yes northeast       no
## 4848    474.83        10         42      cauc  yes northeast       no
## 4849    261.16        12          4      cauc  yes northeast       no
## 4850    706.81        10         36      cauc  yes northeast       no
## 4851    427.99        12          9      cauc  yes northeast       no
## 4852    393.40        13          5      cauc  yes northeast       no
## 4853    712.25        12         31      cauc  yes northeast       no
## 4854    949.67        14         10      cauc  yes northeast       no
## 4855   1068.38        14         12      cauc  yes northeast       no
## 4856   1068.38        16         20      cauc  yes northeast       no
## 4857    751.48        12         20      cauc  yes northeast       no
## 4858    937.80        12         17      cauc  yes northeast       no
## 4859    712.25        18         44      cauc  yes northeast       no
## 4860    759.73        12         13      cauc  yes northeast       no
## 4861   1258.31        18         15      cauc  yes northeast       no
## 4862    641.03        16          7      cauc  yes northeast       no
## 4863   1187.08        12         22      cauc  yes northeast       no
## 4864    902.18        16         11      cauc  yes northeast       no
## 4865   1020.89        16         20      cauc  yes northeast       no
## 4866   2057.61        14         32      cauc  yes northeast       no
## 4867   2374.15        18         10      cauc  yes northeast       no
## 4868   1305.79        14         35      cauc  yes northeast       no
## 4869    440.92        13          6      cauc  yes northeast       no
## 4870    655.56        10         17      cauc  yes northeast       no
## 4871    171.77        18         15      cauc  yes northeast       no
## 4872    842.83        12         25      cauc  yes northeast       no
## 4873   2374.17        12         45      cauc  yes northeast       no
## 4874    356.13        15          4      cauc  yes northeast       no
## 4875   2374.15        12         26      cauc  yes northeast       no
## 4876    712.25        12         17      cauc  yes northeast       no
## 4877    382.72        12         37      afam  yes northeast       no
## 4878   1068.38        16         38      cauc  yes northeast       no
## 4879    501.92        13         18      cauc  yes northeast       no
## 4880   1305.79        16         23      cauc  yes northeast       no
## 4881    419.75        12          2      cauc  yes northeast       no
## 4882    712.25        16         35      cauc  yes northeast       no
## 4883   1068.38        12         35      cauc  yes northeast       no
## 4884     83.10        13         -1      cauc  yes northeast      yes
## 4885    795.35         8         44      cauc  yes northeast       no
## 4886    735.99        16         15      cauc  yes northeast       no
## 4887    664.77        16         16      cauc  yes northeast       no
## 4888    522.32        16          2      cauc  yes northeast       no
## 4889    830.96        12         35      cauc  yes northeast       no
## 4890    688.51        16         18      cauc  yes northeast       no
## 4891   1305.79        18         21      cauc  yes northeast       no
## 4892    153.09        13          0      cauc  yes northeast      yes
## 4893    968.33        18         14      cauc  yes northeast       no
## 4894   1471.98        17         11      cauc  yes northeast       no
## 4895    712.25        18         16      cauc  yes northeast       no
## 4896   1543.21        16         14      cauc  yes northeast       no
## 4897    273.03        14          3      cauc  yes northeast       no
## 4898   1614.43        17         19      cauc  yes northeast       no
## 4899    854.70        12          9      cauc  yes northeast       no
## 4900    593.54        14         15      cauc  yes northeast       no
## 4901    664.77        12         24      cauc  yes northeast       no
## 4902    783.48        16          8      cauc  yes northeast       no
## 4903    439.22        12         42      cauc  yes northeast       no
## 4904     94.97         8         47      cauc  yes northeast      yes
## 4905    593.54        12         39      cauc  yes northeast       no
## 4906   2374.15        18         23      cauc  yes northeast       no
## 4907    474.83        14          0      cauc  yes northeast       no
## 4908    807.22        12         17      cauc  yes northeast       no
## 4909    451.09        12         20      cauc  yes northeast       no
## 4910   1187.08        13         13      cauc  yes northeast       no
## 4911   1329.53        18         26      cauc  yes northeast       no
## 4912    332.38        17          1      cauc  yes northeast       no
## 4913    356.13        12         14      cauc  yes northeast       no
## 4914    949.67        16         30      cauc  yes northeast       no
## 4915    830.96        12         25      cauc  yes northeast       no
## 4916    715.27        12         30      cauc  yes northeast       no
## 4917   1044.63        12         26      cauc  yes northeast       no
## 4918   1353.28        16          6      cauc  yes northeast       no
## 4919    676.64        14         21      cauc  yes northeast       no
## 4920    795.35        12         13      cauc  yes northeast       no
## 4921    598.86        18          6      cauc  yes northeast       no
## 4922   1068.38        17          6      cauc  yes northeast       no
## 4923   1780.63        18         30      cauc  yes northeast       no
## 4924   1424.50        17         39      cauc  yes northeast       no
## 4925   1709.40        14         37      cauc  yes northeast       no
## 4926    902.18        12          9      cauc  yes northeast       no
## 4927    569.80        12         11      cauc  yes northeast       no
## 4928    712.25        12          7      cauc  yes northeast       no
## 4929   2255.46        16         13      cauc  yes northeast       no
## 4930    688.51        18         10      cauc  yes northeast       no
## 4931   2018.04        18         26      cauc  yes northeast       no
## 4932    712.25        17          4      cauc  yes northeast       no
## 4933   1115.86        12         27      afam  yes northeast       no
## 4934   1970.56        18         21      cauc  yes northeast       no
## 4935   2136.75        12         44      cauc  yes northeast       no
## 4936   1187.08        18         34      cauc  yes northeast       no
## 4937    246.91        14          0      cauc  yes northeast       no
## 4938   1198.96        12         34      cauc  yes northeast       no
## 4939    432.10        10         22      cauc  yes northeast       no
## 4940    197.53        18         42      cauc  yes northeast      yes
## 4941    427.35        12         33      cauc  yes northeast       no
## 4942    356.13        13         11      cauc  yes northeast       no
## 4943    427.35        12          5      cauc  yes northeast       no
## 4944   1442.31        18         15      cauc  yes northeast       no
## 4945   1139.60        13         18      cauc  yes northeast       no
## 4946    617.28        12         36      cauc  yes northeast       no
## 4947    997.15        16         18      cauc  yes northeast       no
## 4948    498.58        12         17      cauc  yes northeast       no
## 4949    807.22        10         45      cauc  yes northeast       no
## 4950   1068.38        14         15      cauc  yes northeast       no
## 4951   1709.40        12         11      cauc  yes northeast       no
## 4952    735.99        12         22      cauc  yes northeast       no
## 4953    811.97        12         32      cauc  yes northeast       no
## 4954   1543.21        16         18      cauc  yes northeast       no
## 4955   1234.57        16         19      cauc  yes northeast       no
## 4956    712.25        15         39      cauc  yes northeast       no
## 4957    466.11        16          7      cauc  yes northeast       no
## 4958    830.96        16          3      cauc  yes northeast       no
## 4959    830.96        12         27      cauc  yes northeast       no
## 4960    493.83        12          4      cauc  yes northeast       no
## 4961   1092.12        13         15      cauc  yes northeast       no
## 4962    807.22        12         15      cauc  yes northeast       no
## 4963    593.54        14         12      cauc  yes northeast       no
## 4964    830.96        16         18      cauc  yes northeast       no
## 4965    645.06        12         44      cauc  yes northeast       no
## 4966    347.83        11          4      cauc  yes northeast       no
## 4967    997.15        12         20      cauc  yes northeast       no
## 4968    356.13        12         32      cauc  yes northeast       no
## 4969    664.77        12         35      cauc  yes northeast       no
## 4970    712.25        12         21      cauc  yes northeast       no
## 4971    189.93        12         52      cauc  yes northeast      yes
## 4972    864.20        12         12      cauc  yes northeast       no
## 4973    902.18        12         17      cauc  yes northeast       no
## 4974    712.25        12         15      cauc  yes northeast       no
## 4975    427.35        12         42      cauc  yes northeast       no
## 4976    878.44        16          9      cauc  yes northeast       no
## 4977    498.58        12         17      cauc  yes northeast       no
## 4978    807.22        12         11      cauc  yes northeast       no
## 4979    830.96        12         36      cauc  yes northeast       no
## 4980   1424.50        18         38      cauc  yes northeast       no
## 4981    522.32        10         21      cauc  yes northeast       no
## 4982    755.58        12         14      cauc  yes northeast       no
## 4983    712.25        15          5      cauc  yes northeast       no
## 4984    997.15        12         17      cauc  yes northeast       no
## 4985    118.71        10         46      cauc  yes northeast      yes
## 4986   1187.08        12         21      cauc  yes northeast       no
## 4987    830.96        14         18      cauc  yes northeast       no
## 4988    688.51        12         26      cauc  yes northeast       no
## 4989    391.98        15         25      cauc  yes northeast       no
## 4990    997.15        13         38      cauc  yes northeast       no
## 4991    522.32        11         13      cauc  yes northeast       no
## 4992   2195.77        18         21      cauc  yes northeast      yes
## 4993    308.64        16         -1      cauc  yes northeast      yes
## 4994    329.22        15         -1      cauc  yes northeast       no
## 4995    699.59        13          0      cauc  yes northeast       no
## 4996    783.48        12         18      cauc  yes northeast       no
## 4997    771.60        16         45      cauc  yes northeast      yes
## 4998    902.18        16          7      cauc  yes northeast       no
## 4999    949.67        16          7      cauc  yes northeast       no
## 5000   1780.63        16         13      cauc  yes northeast       no
## 5001    688.51         8         39      afam  yes northeast       no
## 5002    522.32        12         30      cauc  yes northeast       no
## 5003   1471.98        16         24      cauc  yes northeast       no
## 5004    807.22        10         43      cauc  yes northeast       no
## 5005    379.87        12          7      cauc  yes northeast       no
## 5006    546.06        14         20      cauc  yes northeast       no
## 5007    593.54        14         17      cauc  yes northeast       no
## 5008     82.30        12         47      afam  yes northeast       no
## 5009    415.48        12         17      cauc  yes northeast       no
## 5010    830.96        12         16      cauc  yes northeast       no
## 5011    534.19        12          7      cauc  yes northeast       no
## 5012    851.85        12         43      cauc  yes northeast       no
## 5013   1234.57        14         24      cauc  yes northeast       no
## 5014    712.25        12         18      cauc  yes northeast       no
## 5015    205.76         9          5      cauc  yes northeast       no
## 5016    493.83        12          4      cauc  yes northeast       no
## 5017    356.13        12          5      cauc  yes northeast       no
## 5018   1709.40        18         24      cauc  yes northeast       no
## 5019    296.30        14         -1      cauc  yes northeast       no
## 5020   1424.50        16         30      cauc  yes northeast       no
## 5021   1424.50        16         45      cauc  yes northeast      yes
## 5022     61.73        13          2      cauc  yes northeast      yes
## 5023   1424.50        18         17      cauc  yes northeast       no
## 5024   1115.86        12         28      cauc  yes northeast       no
## 5025    593.54        12          5      cauc  yes northeast       no
## 5026    345.68        12          1      cauc  yes northeast       no
## 5027    149.18        16          3      cauc  yes northeast      yes
## 5028    671.11        17          9      cauc  yes northeast       no
## 5029    641.03        12          9      cauc  yes northeast       no
## 5030    759.73        14         15      cauc  yes northeast       no
## 5031    246.91        12         49      cauc  yes northeast       no
## 5032    700.38        14         16      cauc  yes northeast       no
## 5033    427.35        12          2      cauc  yes northeast       no
## 5034    345.68        14          2      cauc  yes northeast       no
## 5035    432.10        12         45      cauc  yes northeast       no
## 5036    759.73        16          8      cauc  yes northeast       no
## 5037    394.11        12          2      cauc  yes northeast       no
## 5038    137.17        13         -1      cauc  yes northeast      yes
## 5039   1851.85        16         18      cauc  yes northeast       no
## 5040    569.80        12         26      cauc  yes northeast       no
## 5041    788.22        16         10      cauc  yes northeast       no
## 5042    356.13        12          9      cauc  yes northeast       no
## 5043   1163.34        12         25      cauc  yes northeast       no
## 5044    949.67        16         22      afam  yes northeast       no
## 5045    154.32        14         -1      afam  yes northeast      yes
## 5046   1187.08        12         34      cauc  yes northeast       no
## 5047    474.83        16          1      cauc  yes northeast       no
## 5048    735.99        12         25      cauc  yes northeast       no
## 5049    859.57        16         20      cauc  yes northeast       no
## 5050    712.25        12         26      cauc  yes northeast       no
## 5051    878.44        12         27      cauc  yes northeast       no
## 5052    237.42        12          3      cauc  yes northeast       no
## 5053    593.54        12         21      cauc  yes northeast       no
## 5054    290.57        16          0      cauc  yes northeast       no
## 5055    617.28        10         41      cauc  yes northeast       no
## 5056    830.96        13         27      cauc  yes northeast       no
## 5057    296.77        13          4      cauc  yes northeast       no
## 5058    522.32        12          4      cauc  yes northeast       no
## 5059    164.61        11          1      cauc  yes northeast       no
## 5060    249.66        12         10      cauc  yes northeast       no
## 5061    830.96        13         19      cauc  yes northeast       no
## 5062    451.09        12          7      cauc  yes northeast       no
## 5063    356.13        13          7      cauc  yes northeast       no
## 5064    356.13        12          7      cauc  yes northeast       no
## 5065    356.13        12         25      cauc  yes northeast       no
## 5066    284.90        12          3      cauc  yes northeast       no
## 5067    308.64         6         31      afam  yes northeast       no
## 5068    617.28        14         18      afam  yes northeast       no
## 5069    498.58        11         43      afam  yes northeast       no
## 5070    261.16        16         18      cauc  yes northeast       no
## 5071     94.97        12          7      cauc  yes northeast       no
## 5072    275.40        12         39      cauc  yes northeast       no
## 5073    411.52        13          7      cauc  yes northeast       no
## 5074    407.14         8         43      cauc  yes northeast       no
## 5075    370.37        16         26      afam  yes northeast       no
## 5076    144.75        13          0      afam  yes northeast       no
## 5077    902.18        12         23      cauc  yes northeast       no
## 5078    332.38        12         22      cauc  yes northeast       no
## 5079    660.80        16          5      cauc  yes northeast       no
## 5080    712.25        12         16      cauc  yes northeast       no
## 5081    807.22        14         35      cauc  yes northeast       no
## 5082    284.90        14          0      cauc  yes northeast       no
## 5083   1103.99        18         38      cauc  yes northeast       no
## 5084   2184.24        18         28      cauc  yes northeast       no
## 5085    261.16        12         12      afam  yes northeast       no
## 5086    569.80         9         33      cauc  yes northeast       no
## 5087   1424.50        18         16      cauc  yes northeast       no
## 5088    854.70        12         28      cauc  yes northeast       no
## 5089     71.23        16         -1      cauc  yes northeast      yes
## 5090    427.35        12         14      cauc  yes northeast       no
## 5091    676.64        12         27      cauc  yes northeast       no
## 5092    451.09        13         12      cauc  yes northeast       no
## 5093    474.83        12         29      cauc  yes northeast       no
## 5094    376.54        12          4      cauc  yes northeast       no
## 5095    830.96        12          7      cauc  yes northeast       no
## 5096    427.35        12         46      cauc  yes northeast       no
## 5097    593.54        10         47      afam  yes northeast       no
## 5098    215.06        12         15      afam  yes northeast       no
## 5099    735.99        14         11      cauc  yes northeast       no
## 5100    878.44        12         10      cauc  yes northeast       no
## 5101    878.44        14         23      cauc  yes northeast       no
## 5102    759.73        12         48      cauc  yes northeast      yes
## 5103   1139.60        18          7      cauc  yes northeast       no
## 5104    411.52        12          8      cauc  yes northeast       no
## 5105    720.16        12         12      cauc  yes northeast       no
## 5106    673.40        12         14      cauc  yes northeast       no
## 5107    460.59        15          6      cauc  yes northeast       no
## 5108    830.96        12         37      cauc  yes northeast       no
## 5109    949.67        13         16      cauc  yes northeast       no
## 5110    617.28        18         15      cauc  yes northeast       no
## 5111    906.58        11         30      cauc  yes northeast       no
## 5112   1234.57         8         47      cauc  yes northeast       no
## 5113    335.80         6         35      cauc  yes northeast       no
## 5114    403.61        16         18      cauc  yes northeast       no
## 5115   1614.43        14          6      cauc  yes northeast       no
## 5116    259.26        12         29      cauc  yes northeast       no
## 5117    224.47        10          2      cauc  yes northeast       no
## 5118    656.93        12         30      cauc  yes northeast       no
## 5119    356.13        16         19      cauc  yes northeast       no
## 5120    802.47        12         17      cauc  yes northeast       no
## 5121    148.15        15         -1      cauc  yes northeast      yes
## 5122    379.87         5         35      cauc  yes northeast       no
## 5123    203.70         9          3      cauc  yes northeast       no
## 5124    379.87        12          5      cauc  yes northeast       no
## 5125    548.70        18         30      cauc  yes northeast       no
## 5126    512.82        17          6      cauc  yes northeast       no
## 5127    370.37        11         12      cauc  yes northeast       no
## 5128    403.61        16          8      cauc  yes northeast       no
## 5129    432.10        12          5      afam  yes northeast       no
## 5130    641.03        12          9      cauc  yes northeast       no
## 5131    396.01         9         11      cauc  yes northeast       no
## 5132    284.90         8         13      afam  yes northeast       no
## 5133    546.06        12         12      cauc  yes northeast       no
## 5134    333.33        12          8      cauc  yes northeast       no
## 5135    370.37        16         10      cauc  yes northeast      yes
## 5136    641.03        12         29      cauc  yes northeast       no
## 5137    261.16         6         40      cauc  yes northeast       no
## 5138    237.42        14          2      cauc  yes northeast       no
## 5139    237.42        12         16      cauc  yes northeast       no
## 5140    674.26        18         31      cauc  yes northeast       no
## 5141     59.35        18         13      cauc  yes northeast       no
## 5142    427.35        18         13      cauc  yes northeast       no
## 5143    474.83        16          8      cauc  yes northeast       no
## 5144    536.56        18         19      cauc  yes northeast       no
## 5145    765.22        12         38      cauc  yes northeast       no
## 5146    735.99        10         28      cauc  yes northeast       no
## 5147    105.75        12         45      cauc  yes northeast      yes
## 5148    593.54        10         42      cauc  yes northeast       no
## 5149    807.22        12         16      cauc  yes northeast       no
## 5150    403.61        12         17      cauc  yes northeast       no
## 5151    664.77        12          4      cauc  yes northeast       no
## 5152    480.77        10         40      cauc  yes northeast       no
## 5153    452.28        13          9      cauc  yes northeast      yes
## 5154    776.01        12          9      cauc  yes northeast       no
## 5155    379.87        14         12      cauc  yes northeast       no
## 5156    759.73        15         12      cauc  yes northeast       no
## 5157   2018.04        12         25      cauc  yes northeast       no
## 5158    498.58        12          2      cauc  yes northeast       no
## 5159   1851.85         8         24      cauc  yes northeast       no
## 5160    728.78        16         24      cauc  yes northeast       no
## 5161    443.97        14         10      cauc  yes northeast       no
## 5162    593.54         8         40      cauc  yes northeast       no
## 5163    237.42        13          1      cauc  yes northeast       no
## 5164    617.28        11         13      cauc  yes northeast       no
## 5165    246.91        12          6      afam  yes northeast       no
## 5166    617.28        11          2      cauc  yes northeast       no
## 5167   2374.15        12         14      cauc  yes northeast       no
## 5168    830.96        12         11      cauc  yes northeast       no
## 5169   1068.38        16         11      cauc  yes northeast       no
## 5170   1068.38        16         25      cauc  yes northeast       no
## 5171    950.62        18          6      cauc  yes northeast       no
## 5172    593.54        16          8      cauc  yes northeast       no
## 5173    246.91        17         11      cauc  yes northeast      yes
## 5174   1709.40        18         24      cauc  yes northeast       no
## 5175    522.32        17          4      cauc  yes northeast       no
## 5176   1020.89        18          6      cauc  yes northeast       no
## 5177    546.06        12         35      cauc  yes northeast       no
## 5178    308.64        12          8      cauc  yes northeast       no
## 5179    332.38        12          3      cauc  yes northeast       no
## 5180    498.58        13         13      cauc  yes northeast       no
## 5181    830.96        10         35      cauc  yes northeast       no
## 5182    522.32        16          6      cauc  yes northeast       no
## 5183    830.96        16          8      cauc  yes northeast       no
## 5184    830.96        14         26      cauc  yes northeast       no
## 5185   1992.14        16         23      cauc  yes northeast       no
## 5186   1495.73        14         30      cauc  yes northeast       no
## 5187    308.64        12          5      cauc  yes northeast       no
## 5188    142.45        13          1      cauc  yes northeast      yes
## 5189    593.54        16         41      cauc  yes northeast       no
## 5190    664.77        12         22      cauc  yes northeast       no
## 5191   2374.15        18         20      cauc  yes northeast       no
## 5192    854.70        12         14      cauc  yes northeast       no
## 5193    546.06        12         34      cauc  yes northeast       no
## 5194    783.48        12         32      cauc  yes northeast       no
## 5195    617.28        12         15      cauc  yes northeast       no
## 5196    201.80        10         38      cauc  yes northeast       no
## 5197    900.21        16         17      cauc  yes northeast       no
## 5198    848.77        16         24      cauc  yes northeast       no
## 5199    807.22        12         25      cauc  yes northeast       no
## 5200    949.67        14         23      cauc  yes northeast       no
## 5201    783.48        16         15      cauc  yes northeast       no
## 5202    949.67        16         11      cauc  yes northeast       no
## 5203    641.03        14         12      cauc  yes northeast       no
## 5204    427.97        12         23      cauc  yes northeast       no
## 5205    878.44         2         22      cauc  yes northeast       no
## 5206    593.54        11         46      cauc  yes northeast       no
## 5207    459.72         8         51      cauc  yes northeast       no
## 5208    332.38        14         11      cauc  yes northeast       no
## 5209    902.18        12         28      cauc  yes northeast       no
## 5210    308.64        12          3      cauc  yes northeast       no
## 5211    261.16        12          5      cauc  yes northeast       no
## 5212    925.93        12          7      afam  yes northeast       no
## 5213    420.88        16          9      cauc  yes northeast       no
## 5214   1210.83        16         27      cauc  yes northeast       no
## 5215    296.77        16          0      cauc  yes northeast       no
## 5216    641.03        12         14      cauc  yes northeast       no
## 5217    451.09        12          3      cauc  yes northeast       no
## 5218    308.64        12         26      cauc  yes northeast       no
## 5219    854.70         9         38      cauc  yes northeast       no
## 5220   1141.98        12         24      cauc  yes northeast       no
## 5221    474.83        14          1      cauc  yes northeast       no
## 5222   1068.38        12         37      cauc  yes northeast       no
## 5223    170.37        14          0      cauc  yes northeast      yes
## 5224   1305.79        14         49      cauc  yes northeast       no
## 5225    261.21        12         35      cauc  yes northeast       no
## 5226    430.14         9         16      cauc  yes northeast       no
## 5227    498.58        10         26      afam  yes northeast       no
## 5228    451.09        10         34      cauc  yes northeast       no
## 5229    408.36         6         39      cauc  yes northeast       no
## 5230    205.76         9          3      cauc  yes northeast       no
## 5231    337.13        12          9      cauc  yes northeast       no
## 5232    569.80         9         21      cauc  yes northeast       no
## 5233    349.38        12         15      afam  yes northeast       no
## 5234   1638.18        14         21      cauc  yes northeast       no
## 5235    254.18         9          9      afam  yes northeast       no
## 5236    201.80        13          6      afam  yes northeast       no
## 5237    518.52        12         24      cauc  yes northeast       no
## 5238    116.33        12         20      afam  yes northeast       no
## 5239    201.80        12         26      afam  yes northeast       no
## 5240    205.76        12         10      afam  yes northeast       no
## 5241    308.64        11         30      afam  yes northeast       no
## 5242    593.54        12         32      afam  yes northeast       no
## 5243    737.31        11         42      cauc  yes northeast       no
## 5244    284.90        12         28      afam  yes northeast       no
## 5245    474.83        10         15      cauc  yes northeast       no
## 5246    902.08        10         26      cauc  yes northeast       no
## 5247    584.05        16         12      cauc  yes northeast       no
## 5248    209.19        12         32      afam  yes northeast       no
## 5249    451.09        12         29      afam  yes northeast       no
## 5250    318.52        12          7      afam  yes northeast       no
## 5251    691.36        12         41      cauc  yes northeast       no
## 5252    593.54        18         14      cauc  yes northeast       no
## 5253    569.80        10         41      cauc  yes northeast       no
## 5254    593.54        13         12      cauc  yes northeast       no
## 5255    759.73        12         37      cauc  yes northeast       no
## 5256   1899.34        16         23      cauc  yes northeast       no
## 5257    370.37        12          5      cauc  yes northeast       no
## 5258    569.80        16         28      cauc  yes northeast       no
## 5259    735.99        14         37      cauc  yes northeast       no
## 5260   1899.34        18         16      cauc  yes northeast       no
## 5261    830.96        14         18      cauc  yes northeast       no
## 5262    444.44        11         13      cauc  yes northeast       no
## 5263   1092.12        12         28      cauc  yes northeast       no
## 5264    332.38        12         36      cauc  yes northeast       no
## 5265    604.42        12          7      cauc  yes northeast       no
## 5266    593.54        16          5      cauc  yes northeast       no
## 5267    415.48        14          8      cauc  yes northeast       no
## 5268    522.32        10         22      cauc  yes northeast       no
## 5269    394.52        12          5      cauc  yes northeast       no
## 5270   1051.76        16         10      cauc  yes northeast       no
## 5271   1103.51        18         25      cauc  yes northeast       no
## 5272    216.30        14         -1      cauc  yes northeast       no
## 5273    474.83        16         36      cauc  yes northeast       no
## 5274    451.09        12         11      cauc  yes northeast       no
## 5275   1471.98        16         27      cauc  yes northeast       no
## 5276   1020.89        14         12      cauc  yes northeast       no
## 5277   2374.15        18         17      cauc  yes northeast       no
## 5278    949.67        16         24      cauc  yes northeast       no
## 5279    498.58        12         44      cauc  yes northeast       no
## 5280    522.32        12         13      cauc  yes northeast       no
## 5281    747.86        12         16      cauc  yes northeast       no
## 5282    510.86        12          8      cauc  yes northeast       no
## 5283    617.28        16         12      cauc  yes northeast       no
## 5284   1246.06        18         11      cauc  yes northeast       no
## 5285   1424.50        18         16      cauc  yes northeast       no
## 5286    973.41        14         27      cauc  yes northeast       no
## 5287    284.90        12          1      cauc  yes northeast       no
## 5288    830.96        12         28      cauc  yes northeast       no
## 5289    474.83        12         33      cauc  yes northeast       no
## 5290    422.60        12         12      cauc  yes northeast       no
## 5291    451.09        10         13      cauc  yes northeast       no
## 5292    629.39        12         17      cauc  yes northeast       no
## 5293    364.76        14         37      cauc  yes northeast       no
## 5294    688.51        12         21      afam  yes northeast       no
## 5295    427.35        18         13      cauc  yes northeast       no
## 5296   1187.08        15         35      cauc  yes northeast       no
## 5297    176.35        12          7      cauc  yes northeast      yes
## 5298    451.09        13          4      cauc  yes northeast       no
## 5299    593.54        12         25      cauc  yes northeast       no
## 5300    356.13        12          7      cauc  yes northeast       no
## 5301    427.35        14         12      cauc  yes northeast      yes
## 5302    854.70        12         27      cauc  yes northeast       no
## 5303    641.03        14          8      afam  yes northeast       no
## 5304    902.18        12         39      cauc  yes northeast       no
## 5305   1543.21        18         24      afam  yes northeast       no
## 5306    593.54        16         24      afam  yes northeast       no
## 5307    265.91        12          0      afam  yes northeast       no
## 5308   1201.33        15         42      afam  yes northeast       no
## 5309   1210.83        18         24      cauc  yes northeast       no
## 5310    142.45        15         19      cauc  yes northeast      yes
## 5311    949.67        14         25      cauc  yes northeast       no
## 5312    237.42        12          1      cauc  yes northeast       no
## 5313    296.77        17         11      cauc  yes northeast       no
## 5314   1187.08        18         14      cauc  yes northeast       no
## 5315    676.64        14         41      cauc  yes northeast       no
## 5316    593.54        18         10      afam  yes northeast       no
## 5317    555.56        18          2      afam  yes northeast       no
## 5318    493.83        12         18      afam  yes northeast       no
## 5319    289.65        13         11      cauc  yes northeast       no
## 5320    555.56        12          5      afam  yes northeast       no
## 5321    593.54        12         35      cauc  yes northeast       no
## 5322    759.73        12         28      cauc  yes northeast       no
## 5323    783.48        10         18      cauc  yes northeast       no
## 5324    830.96         9         21      cauc  yes northeast       no
## 5325    830.96        12         12      cauc  yes northeast       no
## 5326    641.03        12         17      cauc  yes northeast       no
## 5327    284.90        12         40      afam  yes northeast       no
## 5328    111.11        12          1      afam  yes northeast      yes
## 5329    512.82         7         42      cauc  yes northeast      yes
## 5330    308.64        16         12      cauc  yes northeast       no
## 5331    569.80        12         14      cauc  yes northeast       no
## 5332    356.13        13          4      cauc  yes northeast       no
## 5333   1046.70        12         18      cauc  yes northeast       no
## 5334   1305.79        12         14      cauc  yes northeast       no
## 5335    216.05        18          0      cauc  yes northeast       no
## 5336    474.83        12         38      cauc  yes northeast       no
## 5337   1305.79        14         26      cauc  yes northeast       no
## 5338    474.83        11         10      cauc  yes northeast       no
## 5339    712.25        16          9      cauc  yes northeast       no
## 5340    641.03        12         22      cauc  yes northeast       no
## 5341    593.54        12         39      cauc  yes northeast       no
## 5342   1543.21        15         31      cauc  yes northeast       no
## 5343    338.87        16          6      cauc  yes northeast       no
## 5344    476.99        12          5      cauc  yes northeast       no
## 5345    100.31        12          5      afam  yes northeast       no
## 5346   1400.76        18          6      cauc  yes northeast       no
## 5347    925.93         9         39      cauc  yes northeast       no
## 5348    355.56         9         14      cauc  yes northeast       no
## 5349    370.37        10         10      cauc  yes northeast       no
## 5350   1661.92        16         22      cauc  yes northeast       no
## 5351   1487.94        16         24      cauc  yes northeast       no
## 5352    356.13        12          4      cauc  yes northeast       no
## 5353    759.73        12         39      cauc  yes northeast       no
## 5354    569.80        14          5      cauc  yes northeast       no
## 5355    314.58        12         29      cauc  yes northeast       no
## 5356    626.78        12         25      cauc  yes northeast       no
## 5357    273.03        11         42      cauc  yes northeast       no
## 5358    664.77        17          4      cauc  yes northeast       no
## 5359    664.77        12         26      cauc  yes northeast       no
## 5360   1305.79        17         15      cauc  yes northeast       no
## 5361    148.15        12          0      cauc  yes northeast      yes
## 5362    997.15        18         35      cauc  yes northeast       no
## 5363    901.26        10         35      afam  yes northeast       no
## 5364    949.67        17         12      cauc  yes northeast       no
## 5365    830.96        16         14      cauc  yes northeast       no
## 5366    113.96        12         52      cauc  yes northeast      yes
## 5367   1210.83        18         18      cauc  yes northeast       no
## 5368    112.96        13         -1      cauc  yes northeast       no
## 5369    403.61        12         17      cauc  yes northeast       no
## 5370   2327.14        16          9      cauc  yes northeast       no
## 5371    517.57        12         42      cauc  yes northeast       no
## 5372    123.46         0         30      cauc  yes northeast       no
## 5373    517.57        11         24      cauc  yes northeast       no
## 5374    284.90         6         23      cauc  yes northeast       no
## 5375    498.58         9         44      afam  yes northeast       no
## 5376    664.77        12         25      cauc  yes northeast       no
## 5377    288.07        14         48      cauc  yes northeast       no
## 5378    567.90        12         19      cauc  yes northeast       no
## 5379    329.22        12          0      cauc  yes northeast      yes
## 5380    712.25        13         24      cauc  yes northeast       no
## 5381    130.10        14         20      cauc  yes northeast      yes
## 5382     55.56        13         -1      cauc  yes northeast      yes
## 5383    427.35        12         12      cauc  yes northeast       no
## 5384   1187.08        14         25      cauc  yes northeast       no
## 5385     81.93        14         -1      cauc  yes northeast      yes
## 5386    783.48        15          8      cauc  yes northeast       no
## 5387    735.99        16         40      cauc  yes northeast       no
## 5388    296.30        11         24      afam  yes northeast       no
## 5389    403.61        12         37      afam  yes northeast       no
## 5390    192.13        12         16      afam  yes northeast      yes
## 5391    949.67         9         47      cauc  yes northeast       no
## 5392    650.52        12         14      cauc  yes northeast       no
## 5393    712.25        16          7      cauc  yes northeast       no
## 5394    830.96        12         22      cauc  yes northeast       no
## 5395   2067.90        17         34      cauc  yes northeast       no
## 5396    587.89        12         36      cauc  yes northeast       no
## 5397    314.20        12         43      cauc  yes northeast      yes
## 5398    588.21        12          7      cauc  yes northeast       no
## 5399    902.18        14         24      cauc  yes northeast       no
## 5400    246.91        12          0      cauc  yes northeast       no
## 5401   1020.89        16         16      cauc  yes northeast       no
## 5402   1661.92        18         27      cauc  yes northeast       no
## 5403    510.45        16          2      cauc  yes northeast       no
## 5404    664.77        10          7      cauc  yes northeast       no
## 5405    284.90         5         54      cauc  yes northeast       no
## 5406    712.25        16          4      cauc  yes northeast       no
## 5407    617.28        12         11      cauc  yes northeast       no
## 5408     55.56        12         43      cauc  yes northeast      yes
## 5409    816.76        12         37      cauc  yes northeast       no
## 5410   1068.38        15         24      cauc  yes northeast       no
## 5411    997.15        18         12      cauc  yes northeast       no
## 5412    617.28        17         12      cauc  yes northeast       no
## 5413    830.96        16          8      cauc  yes northeast       no
## 5414   1519.47        12         15      cauc  yes northeast       no
## 5415    830.96        12         33      cauc  yes northeast       no
## 5416    830.96        16         13      cauc  yes northeast       no
## 5417    569.97        14          3      cauc  yes northeast       no
## 5418    185.19        18          0      cauc  yes northeast       no
## 5419    420.23         6         50      cauc  yes northeast       no
## 5420    759.73        14         31      cauc  yes northeast       no
## 5421    308.64        16          1      cauc  yes northeast       no
## 5422    332.38        12          4      cauc  yes northeast       no
## 5423    593.54        17          9      cauc  yes northeast       no
## 5424    546.06        12         29      afam  yes northeast       no
## 5425    617.28        12         17      cauc  yes northeast       no
## 5426    641.03        12         31      cauc  yes northeast       no
## 5427    641.03        15         39      cauc  yes northeast       no
## 5428   1187.08        14          7      cauc  yes northeast       no
## 5429    771.60        12         10      cauc  yes northeast       no
## 5430    168.72        15          0      cauc  yes northeast       no
## 5431    414.67         4         27      afam  yes northeast       no
## 5432   1068.38        14         50      cauc  yes northeast       no
## 5433    641.03        18         32      cauc  yes northeast       no
## 5434     61.73        16          0      cauc  yes northeast      yes
## 5435   1092.12        15         27      cauc  yes northeast       no
## 5436    949.67        14         30      cauc  yes northeast       no
## 5437    949.67        18         27      cauc  yes northeast       no
## 5438    246.91        11          3      cauc  yes northeast      yes
## 5439   2302.94        16         11      cauc  yes northeast       no
## 5440    474.83        12         24      cauc  yes northeast       no
## 5441    712.25        16         14      cauc  yes northeast       no
## 5442    593.54        13         13      cauc  yes northeast       no
## 5443   1013.77        18         15      cauc  yes northeast       no
## 5444     54.01        12          0      cauc  yes northeast      yes
## 5445    451.09        14         12      cauc  yes northeast       no
## 5446    783.48        14          5      cauc  yes northeast       no
## 5447    166.19        11         19      cauc  yes northeast       no
## 5448   1009.02        17          8      cauc  yes northeast       no
## 5449    902.18        16         27      cauc  yes northeast       no
## 5450    949.67        12         43      cauc  yes northeast       no
## 5451    569.80        12         27      cauc  yes northeast       no
## 5452    474.83        12         12      cauc  yes northeast       no
## 5453    830.96        16         15      cauc  yes northeast       no
## 5454    546.06        12         22      cauc  yes northeast       no
## 5455   1210.83        18         25      cauc  yes northeast       no
## 5456    451.09        12          6      cauc  yes northeast       no
## 5457    391.74        16         17      cauc  yes northeast       no
## 5458    854.70        14         27      cauc  yes northeast       no
## 5459    462.96        17         10      cauc  yes northeast       no
## 5460    830.96        16         14      cauc  yes northeast       no
## 5461    493.83        12         17      cauc  yes northeast       no
## 5462    712.25        12         29      cauc  yes northeast       no
## 5463    427.35        12          6      cauc  yes northeast       no
## 5464    166.19        15          0      cauc  yes northeast      yes
## 5465    700.38        12         38      cauc  yes northeast       no
## 5466    379.87        12          5      cauc  yes northeast       no
## 5467    593.54        12         17      cauc  yes northeast       no
## 5468    356.13        10         45      cauc  yes northeast       no
## 5469    759.73        16         14      cauc  yes northeast       no
## 5470    505.70        16         14      cauc  yes northeast       no
## 5471    474.83        12         29      cauc  yes northeast       no
## 5472    783.48        12         31      cauc  yes northeast       no
## 5473    446.34        12         45      cauc  yes northeast       no
## 5474    902.18        18         13      cauc  yes northeast       no
## 5475    284.90        17          7      cauc  yes northeast       no
## 5476    246.91        11          1      cauc  yes northeast       no
## 5477    388.89        12         24      cauc  yes northeast       no
## 5478    593.54        12          7      afam  yes northeast       no
## 5479    290.49        16          1      cauc  yes northeast       no
## 5480    593.54        13         14      cauc  yes northeast       no
## 5481    887.94        17          9      cauc  yes northeast       no
## 5482    593.54        15         12      cauc  yes northeast       no
## 5483    324.15        16         19      cauc  yes northeast       no
## 5484   1187.08        18         18      cauc  yes northeast       no
## 5485    185.19        12         49      afam  yes northeast      yes
## 5486    522.32        16          5      cauc  yes northeast       no
## 5487    439.22        16          5      cauc  yes northeast       no
## 5488    123.46        12         51      cauc  yes northeast      yes
## 5489    611.67        16          1      afam  yes northeast       no
## 5490    807.22        12         39      cauc  yes northeast       no
## 5491    949.67        12         35      cauc  yes northeast       no
## 5492   1543.21        16         14      cauc  yes northeast       no
## 5493   1270.18        18         33      cauc  yes northeast       no
## 5494    337.08         9         43      cauc  yes northeast       no
## 5495    262.84        14         34      cauc  yes northeast       no
## 5496    712.25        18          2      cauc  yes northeast       no
## 5497    878.44        15          7      cauc  yes northeast       no
## 5498   1888.16        14         23      cauc  yes northeast       no
## 5499    688.51        12         38      cauc  yes northeast       no
## 5500    881.83        11          6      cauc  yes northeast       no
## 5501    308.64        12          8      afam  yes northeast       no
## 5502    518.52        12          8      cauc  yes northeast       no
## 5503   1412.16        16         20      cauc  yes northeast       no
## 5504    246.91        15         -1      cauc  yes northeast       no
## 5505    297.53        13         -1      cauc  yes northeast       no
## 5506    156.70         7         44      cauc  yes northeast      yes
## 5507    498.48        12         26      afam  yes northeast       no
## 5508    555.56        10         41      cauc  yes northeast       no
## 5509    481.48        12          9      cauc  yes northeast       no
## 5510    349.69         9         31      cauc  yes northeast       no
## 5511    380.25        10         45      cauc  yes northeast       no
## 5512    925.93        15         19      cauc  yes northeast       no
## 5513     77.60        15         -1      cauc  yes northeast      yes
## 5514    593.54        16         15      cauc  yes northeast       no
## 5515    846.98        17         14      cauc  yes northeast       no
## 5516    403.61         6         39      cauc  yes northeast       no
## 5517    261.16        12          3      cauc  yes northeast       no
## 5518    655.25        12         27      cauc  yes northeast       no
## 5519    569.80        12         25      cauc  yes northeast       no
## 5520    997.15        12         38      cauc  yes northeast       no
## 5521    451.09        17          2      cauc  yes northeast       no
## 5522    593.54        11         11      cauc  yes northeast       no
## 5523    498.58        12         31      cauc  yes northeast       no
## 5524    474.83        12         26      cauc  yes northeast       no
## 5525    614.91        12         19      cauc  yes northeast       no
## 5526    474.83        12         14      cauc  yes northeast       no
## 5527    949.67        12         41      cauc  yes northeast       no
## 5528    514.91        12         39      cauc  yes northeast       no
## 5529    830.96        12         41      cauc  yes northeast       no
## 5530    712.25        14         11      cauc  yes northeast       no
## 5531    655.27        12         10      cauc  yes northeast       no
## 5532   1003.09        12          9      cauc  yes northeast       no
## 5533    546.06        18         12      cauc  yes northeast       no
## 5534    137.17        12         45      cauc  yes northeast      yes
## 5535    902.18        12         16      cauc  yes northeast       no
## 5536    735.99        18         45      cauc  yes northeast       no
## 5537    735.99        14         20      cauc  yes northeast       no
## 5538    633.11        12         14      cauc  yes northeast       no
## 5539    427.35        18         36      cauc  yes northeast       no
## 5540   1234.57        18          3      cauc  yes northeast       no
## 5541    207.41        18          0      cauc  yes northeast      yes
## 5542    219.37        16          4      afam  yes northeast       no
## 5543   1163.34        16         41      cauc  yes northeast       no
## 5544    745.49        14          9      afam  yes northeast       no
## 5545    185.19        11         20      afam  yes northeast      yes
## 5546    639.60        12         23      cauc  yes northeast       no
## 5547    712.25        12         22      cauc  yes northeast       no
## 5548    500.95        12         39      cauc  yes northeast       no
## 5549    822.06        12         10      cauc  yes northeast       no
## 5550   1424.50        12         39      cauc  yes northeast       no
## 5551    712.25        14         16      cauc  yes northeast       no
## 5552    593.54        12         27      cauc  yes northeast       no
## 5553   1139.60        12         43      cauc  yes northeast       no
## 5554    507.95        12         14      cauc  yes northeast       no
## 5555    997.15        16         13      cauc  yes northeast       no
## 5556    226.34        13         -1      afam  yes northeast       no
## 5557    525.43        10         43      cauc  yes northeast       no
## 5558    807.22        12         26      cauc  yes northeast       no
## 5559    138.89        13          0      cauc  yes northeast      yes
## 5560    498.58        12         45      cauc  yes northeast       no
## 5561    712.25        10         51      cauc  yes northeast       no
## 5562    664.77        12         26      cauc  yes northeast       no
## 5563    326.92        11         24      cauc  yes northeast       no
## 5564    122.22         7         57      cauc  yes northeast      yes
## 5565    569.80        12          8      cauc  yes northeast       no
## 5566    284.90        14         -1      cauc  yes northeast       no
## 5567   1424.50        12         20      cauc  yes northeast       no
## 5568    569.80        16          2      cauc  yes northeast       no
## 5569    861.78        14         22      cauc  yes northeast       no
## 5570    641.03        12         14      cauc  yes northeast       no
## 5571   1068.38        14         19      cauc  yes northeast       no
## 5572    949.67        12         21      cauc  yes northeast       no
## 5573    474.81        13         12      cauc  yes northeast       no
## 5574    662.61        12         20      cauc  yes northeast       no
## 5575    581.67        12         13      cauc  yes northeast       no
## 5576    266.62        17         17      cauc  yes northeast       no
## 5577    427.35        11          9      cauc  yes northeast       no
## 5578    949.67        12         26      cauc  yes northeast       no
## 5579    474.83        16          5      cauc  yes northeast       no
## 5580    165.43        13          5      cauc  yes northeast       no
## 5581    830.96        13         19      cauc  yes northeast       no
## 5582    316.05        12          9      cauc  yes northeast       no
## 5583    807.22        13         21      cauc  yes northeast       no
## 5584   1118.64        12         40      cauc  yes northeast       no
## 5585   1116.14        16         19      cauc  yes northeast       no
## 5586    498.58        12         13      cauc  yes northeast       no
## 5587    282.92        12          9      cauc  yes northeast       no
## 5588    522.32        12          9      cauc  yes northeast       no
## 5589    207.48        12          3      cauc  yes northeast       no
## 5590    830.96        12         29      cauc  yes northeast       no
## 5591    702.75        18         15      cauc  yes northeast       no
## 5592    370.37        16         13      cauc  yes northeast       no
## 5593    783.48        18         15      cauc  yes northeast       no
## 5594    135.33        18         17      cauc  yes northeast       no
## 5595    197.06        14          6      cauc  yes northeast       no
## 5596    854.70        16          9      cauc  yes northeast       no
## 5597    522.32        16         17      cauc  yes northeast       no
## 5598    623.15        18         29      cauc  yes northeast       no
## 5599    103.53        17         -1      cauc  yes northeast      yes
## 5600     99.72        16         18      cauc  yes northeast       no
## 5601    284.90        13         15      cauc  yes northeast       no
## 5602    866.57        18         26      cauc  yes northeast       no
## 5603    902.18        14         19      cauc  yes northeast       no
## 5604    759.73        12         25      cauc  yes northeast       no
## 5605    712.25        12         26      cauc  yes northeast       no
## 5606    403.61        12         17      cauc  yes northeast       no
## 5607    759.73        12         31      cauc  yes northeast       no
## 5608    688.51        12         22      cauc  yes northeast       no
## 5609    495.42        12          4      cauc  yes northeast       no
## 5610    298.06        12          1      cauc  yes northeast       no
## 5611    688.51        12         15      cauc  yes northeast       no
## 5612    474.83        12          7      cauc  yes northeast       no
## 5613    830.96        12         14      cauc  yes northeast       no
## 5614    237.42         9         45      cauc  yes northeast       no
## 5615    807.22        16         10      cauc  yes northeast       no
## 5616    925.93        17         37      cauc  yes northeast       no
## 5617    759.73        16         13      cauc  yes northeast       no
## 5618    688.51        17         23      cauc  yes northeast       no
## 5619    308.64        12         15      cauc  yes northeast       no
## 5620    712.25        14         33      cauc  yes northeast       no
## 5621   1148.34        12         20      cauc  yes northeast       no
## 5622    705.47        12         51      cauc  yes northeast       no
## 5623     64.10        16         -1      afam  yes northeast      yes
## 5624   1028.81        12         11      cauc  yes northeast       no
## 5625    830.96        12         29      cauc  yes northeast       no
## 5626    178.63        12         15      cauc  yes northeast      yes
## 5627    662.39        17         15      cauc  yes northeast       no
## 5628    498.58        12         32      cauc  yes northeast       no
## 5629    213.68        12          9      cauc  yes northeast      yes
## 5630    149.64        12          2      cauc  yes northeast       no
## 5631    712.25        12         38      cauc  yes northeast       no
## 5632    985.28        17         13      cauc  yes northeast       no
## 5633    261.16         8         39      cauc  yes northeast       no
## 5634    415.48        15         27      cauc  yes northeast       no
## 5635    586.42        12         31      cauc  yes northeast       no
## 5636    546.06        16         15      cauc  yes northeast       no
## 5637    694.06        18         35      cauc  yes northeast       no
## 5638    169.55        15          1      cauc  yes northeast      yes
## 5639    469.14        11         47      cauc  yes northeast       no
## 5640    403.61        17          3      cauc  yes northeast       no
## 5641    415.48        11         38      cauc  yes northeast       no
## 5642    384.62        12         31      cauc  yes northeast       no
## 5643    261.16        12          3      cauc  yes northeast       no
## 5644    261.16        14          3      cauc  yes northeast      yes
## 5645    682.95        12         19      cauc  yes northeast       no
## 5646    131.69        12          5      cauc  yes northeast       no
## 5647    511.59        12         34      afam  yes northeast       no
## 5648    200.98        12          9      cauc  yes northeast       no
## 5649    878.44        12         32      cauc  yes northeast       no
## 5650    231.48        13         -1      cauc  yes northeast       no
## 5651    925.93        12         49      cauc  yes northeast       no
## 5652    427.35        12         12      cauc  yes northeast       no
## 5653    662.39        12         30      cauc  yes northeast       no
## 5654    118.23        14         -1      cauc  yes northeast      yes
## 5655    629.39        16         10      cauc  yes northeast       no
## 5656   1268.86        12         26      cauc  yes northeast       no
## 5657    854.70        16         25      cauc  yes northeast       no
## 5658   1282.05        16          7      cauc  yes northeast       no
## 5659    830.96        16          6      cauc  yes northeast       no
## 5660    426.16        12         20      cauc  yes northeast       no
## 5661    288.07        14         23      cauc  yes northeast       no
## 5662    166.19        12         42      cauc  yes northeast       no
## 5663    332.38         8         44      cauc  yes northeast       no
## 5664     98.77        12         40      cauc  yes northeast      yes
## 5665   1640.27        17         27      cauc  yes northeast       no
## 5666   1780.63        18         16      cauc  yes northeast       no
## 5667    695.06        14         13      cauc  yes northeast       no
## 5668    720.61        16         19      cauc  yes northeast       no
## 5669   1013.77        17         38      cauc  yes northeast       no
## 5670    360.08        10         25      cauc  yes northeast       no
## 5671    678.70        12         40      cauc  yes northeast       no
## 5672    925.93        17         15      cauc  yes northeast       no
## 5673    712.25        16          8      cauc  yes northeast       no
## 5674    759.73        16          3      cauc  yes northeast       no
## 5675    759.73        14         25      cauc  yes northeast       no
## 5676   1899.34        18         22      cauc  yes northeast       no
## 5677    111.11        15         -1      cauc  yes northeast      yes
## 5678    522.32        12         13      cauc  yes northeast       no
## 5679    462.96        12         23      cauc  yes northeast       no
## 5680    712.25        16         34      cauc  yes northeast       no
## 5681    474.83        16          5      cauc  yes northeast       no
## 5682    307.43        11          7      cauc  yes northeast       no
## 5683   1313.89        16         22      cauc  yes northeast       no
## 5684   1234.57        18         16      cauc  yes northeast       no
## 5685    652.90        11         45      afam  yes northeast       no
## 5686    185.19        10         11      cauc  yes northeast       no
## 5687   1282.05        16          7      cauc  yes northeast       no
## 5688    902.18        12          7      cauc  yes northeast       no
## 5689    735.99        12         18      afam  yes northeast       no
## 5690    759.73        13         12      afam  yes northeast       no
## 5691    759.73        16         11      cauc  yes northeast       no
## 5692    925.93        15         20      cauc  yes northeast       no
## 5693    664.77        12         20      cauc  yes northeast       no
## 5694    437.24        17          5      cauc  yes northeast       no
## 5695    508.07        16          3      cauc  yes northeast       no
## 5696    257.20        10         45      cauc  yes northeast       no
## 5697    294.92        12          3      cauc  yes northeast       no
## 5698     85.47        12         20      cauc  yes northeast       no
## 5699    842.83        12         31      cauc  yes northeast       no
## 5700   1424.50        16         29      cauc  yes northeast       no
## 5701    484.33        12         11      cauc  yes northeast       no
## 5702   1424.50        18         18      cauc  yes northeast       no
## 5703    949.67        14         35      cauc  yes northeast       no
## 5704    712.25        16         13      cauc  yes northeast       no
## 5705    522.32        12         40      cauc  yes northeast       no
## 5706    617.28        14         19      cauc  yes northeast       no
## 5707   1020.89        16         17      cauc  yes northeast       no
## 5708   1329.53        17         17      cauc  yes northeast       no
## 5709    878.44        12         33      cauc  yes northeast       no
## 5710    246.91        16          0      cauc  yes northeast       no
## 5711   1137.10        16         30      cauc  yes northeast       no
## 5712    398.86        12          9      cauc  yes northeast       no
## 5713     94.97        16         10      cauc  yes northeast       no
## 5714    883.71        12         22      cauc  yes northeast       no
## 5715    949.67        14         10      cauc  yes northeast       no
## 5716    949.67        12         23      cauc  yes northeast       no
## 5717    994.04        13         34      cauc  yes northeast       no
## 5718    379.87        13         10      cauc  yes northeast       no
## 5719   1305.79        18         18      cauc  yes northeast       no
## 5720    427.35        12         20      cauc  yes northeast       no
## 5721    340.74        12         14      cauc  yes northeast      yes
## 5722    830.96        11         45      cauc  yes northeast       no
## 5723    721.75         7         53      cauc  yes northeast       no
## 5724    293.40        12          5      cauc  yes northeast       no
## 5725    427.35        13         14      cauc  yes northeast       no
## 5726    759.73        12         14      cauc  yes northeast       no
## 5727    277.62        18         33      cauc  yes northeast      yes
## 5728    735.99        12         24      cauc  yes northeast       no
## 5729    427.35        12         43      cauc  yes northeast       no
## 5730    593.54        12         36      cauc  yes northeast       no
## 5731     67.49        10          6      cauc  yes northeast      yes
## 5732    103.70        12          1      cauc  yes northeast      yes
## 5733    370.37        12         36      cauc  yes northeast       no
## 5734   1187.08        16         18      cauc  yes northeast       no
## 5735    712.25        12         18      cauc  yes northeast       no
## 5736    565.84         8         45      cauc  yes northeast       no
## 5737    337.96        13         13      cauc  yes northeast       no
## 5738    807.22        18         34      cauc  yes northeast       no
## 5739    415.48        12         16      cauc  yes northeast       no
## 5740    559.86        12         41      cauc  yes northeast       no
## 5741    641.98        12         33      afam  yes northeast       no
## 5742    137.70        10         44      afam  yes northeast      yes
## 5743    399.42        12          7      cauc  yes northeast       no
## 5744    688.51        14          8      cauc  yes northeast       no
## 5745    493.83        14         -1      cauc  yes northeast      yes
## 5746    493.83        12         34      cauc  yes northeast       no
## 5747    275.40        12         21      cauc  yes northeast       no
## 5748   1044.63        12         13      cauc  yes northeast       no
## 5749    593.54        16         11      cauc  yes northeast       no
## 5750    192.31        13         49      cauc  yes northeast      yes
## 5751    947.29        12         22      cauc  yes northeast       no
## 5752   1084.98        17         25      cauc  yes northeast       no
## 5753    152.85        15         -1      cauc  yes northeast      yes
## 5754    418.66        12         27      cauc  yes northeast       no
## 5755   1111.11        18         31      cauc  yes northeast       no
## 5756    246.91        12         36      cauc  yes northeast       no
## 5757    395.06        12          9      cauc  yes northeast       no
## 5758    408.73        12          4      cauc  yes northeast       no
## 5759    284.90        12         14      cauc  yes northeast      yes
## 5760    925.93        12         22      cauc  yes northeast       no
## 5761    135.03        13         -1      cauc  yes northeast      yes
## 5762    160.49        16         44      cauc  yes northeast       no
## 5763    735.99        12         15      cauc  yes northeast       no
## 5764    712.25        12         31      cauc  yes northeast       no
## 5765    181.55        14          0      cauc  yes northeast      yes
## 5766   1305.79        16         29      cauc  yes northeast       no
## 5767     57.87        13          0      cauc  yes northeast      yes
## 5768    593.54        12         34      cauc  yes northeast       no
## 5769    159.07        12          3      cauc  yes northeast      yes
## 5770    593.54        12         41      cauc  yes northeast       no
## 5771    474.83        12         12      afam  yes northeast       no
## 5772    403.61        12         13      cauc  yes northeast       no
## 5773   1089.91        12         16      cauc  yes northeast       no
## 5774    617.28        10         25      cauc  yes northeast       no
## 5775    118.71        13          0      cauc  yes northeast      yes
## 5776    142.45        18         40      cauc  yes northeast       no
## 5777    142.45        18          7      cauc  yes northeast       no
## 5778    284.90        12         21      cauc  yes northeast       no
## 5779    353.99        12         10      cauc  yes northeast       no
## 5780    590.45        12         19      cauc  yes northeast       no
## 5781    546.06        12         13      cauc  yes northeast       no
## 5782    427.35        12         29      cauc  yes northeast       no
## 5783    189.93        12         30      cauc  yes northeast       no
## 5784    854.70        13         29      cauc  yes northeast       no
## 5785    522.32        12         30      cauc  yes northeast       no
## 5786    326.31         8         50      cauc  yes northeast       no
## 5787    522.32        12         44      cauc  yes northeast       no
## 5788    462.96        16         -1      cauc  yes northeast       no
## 5789    584.05        14         13      cauc  yes northeast       no
## 5790    191.36        13         30      cauc  yes northeast       no
## 5791   1097.39        13         23      cauc  yes northeast       no
## 5792    512.82        16          3      cauc  yes northeast       no
## 5793    474.83        12         23      cauc  yes northeast       no
## 5794    593.54        17          8      cauc  yes northeast       no
## 5795    437.54        11         17      cauc  yes northeast       no
## 5796    569.80        12         15      cauc  yes northeast       no
## 5797    493.83        16         18      cauc  yes northeast       no
## 5798    664.77        14         15      cauc  yes northeast       no
## 5799    498.58        12         17      cauc  yes northeast       no
## 5800    593.54        12         37      cauc  yes northeast       no
## 5801    474.83        17          2      cauc  yes northeast       no
## 5802    474.83        12         20      cauc  yes northeast       no
## 5803    241.66        12         15      cauc  yes northeast       no
## 5804    474.83        12          6      cauc  yes northeast       no
## 5805    712.25        12         14      cauc  yes northeast       no
## 5806    261.16        16          9      cauc  yes northeast       no
## 5807    261.16        16          3      cauc  yes northeast       no
## 5808    759.73        12         37      cauc  yes northeast       no
## 5809    403.61        12          1      cauc  yes northeast       no
## 5810     78.19        12          0      cauc  yes northeast      yes
## 5811    467.51        12         32      cauc  yes northeast       no
## 5812    249.23        12          5      cauc  yes northeast       no
## 5813    159.43        14          0      cauc  yes northeast      yes
## 5814    617.28        12         25      cauc  yes northeast       no
## 5815    925.93        14         11      cauc  yes northeast       no
## 5816   1495.73        16         21      cauc  yes northeast       no
## 5817    366.05         9          4      cauc  yes northeast       no
## 5818    807.22        16         36      cauc  yes northeast       no
## 5819    617.28        16          3      cauc  yes northeast       no
## 5820    830.96        12         15      cauc  yes northeast       no
## 5821    593.54        12         44      cauc  yes northeast       no
## 5822    664.77        13         16      cauc  yes northeast       no
## 5823    303.27        12         17      cauc  yes northeast       no
## 5824    712.25        18         19      cauc  yes northeast       no
## 5825    546.06        12         22      cauc  yes northeast       no
## 5826    308.64        12         34      cauc  yes northeast       no
## 5827    160.49        12          1      cauc  yes northeast       no
## 5828    249.29        11         26      cauc  yes northeast      yes
## 5829    593.54        12         42      cauc  yes northeast       no
## 5830    658.44        12         11      cauc  yes northeast       no
## 5831    493.83        10         13      cauc  yes northeast       no
## 5832    617.28        12         22      cauc  yes northeast       no
## 5833    474.83        18         10      cauc  yes northeast       no
## 5834    142.45        10         51      cauc  yes northeast      yes
## 5835    677.80        12         35      cauc  yes northeast       no
## 5836    237.42        13          6      cauc  yes northeast       no
## 5837    370.37        12         40      cauc  yes northeast       no
## 5838    356.13        16          9      cauc  yes northeast       no
## 5839    664.77        12         15      cauc  yes northeast       no
## 5840    617.28        12         46      cauc  yes northeast       no
## 5841    231.48        12          1      cauc  yes northeast       no
## 5842    522.32        12         42      cauc  yes northeast       no
## 5843    692.87        14         40      cauc  yes northeast       no
## 5844    629.15        12         27      cauc  yes northeast       no
## 5845    902.18        16         21      cauc  yes northeast       no
## 5846    296.30        12          3      cauc  yes northeast       no
## 5847    547.14        12         17      cauc  yes northeast       no
## 5848    676.64        16         12      cauc  yes northeast       no
## 5849    687.32        16         20      cauc  yes northeast       no
## 5850    824.28        15         11      cauc  yes northeast       no
## 5851    633.00        12         45      cauc  yes northeast       no
## 5852    197.53        12          3      cauc  yes northeast      yes
## 5853    973.41         8         43      cauc  yes northeast       no
## 5854    712.25        12         15      cauc  yes northeast       no
## 5855    205.76        12         17      cauc  yes northeast       no
## 5856    246.91        12         11      cauc  yes northeast       no
## 5857    474.83        16          9      cauc  yes northeast       no
## 5858    237.42         9          9      cauc  yes northeast       no
## 5859    410.73        12         14      cauc  yes northeast       no
## 5860   1044.63        14         25      cauc  yes northeast       no
## 5861    522.32        12         13      cauc  yes northeast       no
## 5862    185.19         9         47      cauc  yes northeast       no
## 5863    379.87         9         29      cauc  yes northeast       no
## 5864    196.37        14         27      cauc  yes northeast       no
## 5865    237.42         9         24      cauc  yes northeast       no
## 5866    712.25         0         51      cauc  yes northeast       no
## 5867    474.83        16          3      cauc  yes northeast       no
## 5868   2374.15        18         25      cauc  yes northeast       no
## 5869   1068.38        16         20      cauc  yes northeast       no
## 5870    211.30        13          2      cauc  yes northeast       no
## 5871    949.67        16         10      cauc  yes northeast       no
## 5872    735.99        16         18      cauc  yes northeast       no
## 5873    688.51        16          7      cauc  yes northeast       no
## 5874    617.28        16         15      cauc  yes northeast       no
## 5875    735.99        12         15      cauc  yes northeast       no
## 5876    593.54        12         31      cauc  yes northeast       no
## 5877    166.19        14          3      cauc  yes northeast      yes
## 5878    427.35        12         23      cauc  yes northeast       no
## 5879    653.13         8         26      cauc  yes northeast       no
## 5880    712.25        16          8      cauc  yes northeast       no
## 5881    949.67        12         22      cauc  yes northeast       no
## 5882    216.05        13          0      cauc  yes northeast       no
## 5883    522.32        11         46      cauc  yes northeast       no
## 5884    340.74        16          1      cauc  yes northeast       no
## 5885    783.48        15         15      cauc  yes northeast       no
## 5886   1056.51        12         36      cauc  yes northeast       no
## 5887   1320.30        12         47      cauc  yes northeast       no
## 5888    973.41        18         11      cauc  yes northeast       no
## 5889    854.70        16          6      cauc  yes northeast       no
## 5890    673.08        16          5      cauc  yes northeast       no
## 5891    871.46        12         11      cauc  yes northeast       no
## 5892    691.36         9         26      cauc  yes northeast       no
## 5893    403.61         8         44      cauc  yes northeast       no
## 5894    411.52        16          1      cauc  yes northeast       no
## 5895    735.99        16          2      cauc  yes northeast       no
## 5896    424.36        16          9      cauc  yes northeast       no
## 5897    565.84        12         12      cauc  yes northeast       no
## 5898    509.93        12          3      cauc  yes northeast       no
## 5899   1187.08        17         10      cauc  yes northeast       no
## 5900    522.32        16         14      cauc  yes northeast       no
## 5901    427.35        13          9      cauc  yes northeast       no
## 5902    368.30        11          3      cauc  yes northeast       no
## 5903    462.96        10         33      cauc  yes northeast       no
## 5904    213.68        18         41      cauc  yes northeast       no
## 5905    166.19        18         33      cauc  yes northeast       no
## 5906    185.19        18         25      cauc  yes northeast       no
## 5907    104.46        18         16      cauc  yes northeast       no
## 5908   1424.50         8         33      cauc  yes northeast       no
## 5909    676.64        12         27      cauc  yes northeast       no
## 5910    617.28        12          6      cauc  yes northeast       no
## 5911    735.99        15          9      cauc  yes northeast       no
## 5912    641.03        12         21      cauc  yes northeast       no
## 5913    759.73        12         19      cauc  yes northeast       no
## 5914    949.67        12         18      cauc  yes northeast       no
## 5915    735.99        14          8      cauc  yes northeast       no
## 5916    231.48        12         33      cauc  yes northeast       no
## 5917    284.90        16         16      cauc  yes northeast       no
## 5918    522.32        12         26      cauc  yes northeast       no
## 5919    902.18        16          4      cauc  yes northeast       no
## 5920    593.54        12         43      cauc  yes northeast       no
## 5921    498.58        12         33      cauc  yes northeast       no
## 5922   1068.38        18         30      cauc  yes northeast       no
## 5923   1857.55        18         21      cauc  yes northeast       no
## 5924    474.83        12          5      cauc  yes northeast       no
## 5925    379.87        16         17      cauc  yes northeast       no
## 5926    569.80        12         33      cauc  yes northeast       no
## 5927    284.90        16          2      cauc  yes northeast      yes
## 5928    102.88        14         -1      cauc  yes northeast      yes
## 5929    347.82        12         16      cauc  yes northeast       no
## 5930    308.64        12         10      cauc  yes northeast       no
## 5931    957.42        12         34      cauc  yes northeast       no
## 5932    209.64        12          2      cauc  yes northeast       no
## 5933    617.28        12         35      cauc  yes northeast       no
## 5934    264.96        12         12      cauc  yes northeast       no
## 5935     61.73        11          1      cauc  yes northeast      yes
## 5936    546.06        12         29      cauc  yes northeast       no
## 5937    522.32        11         14      cauc  yes northeast       no
## 5938    664.77        15         14      cauc  yes northeast       no
## 5939    569.80        16          9      cauc  yes northeast       no
## 5940    225.55         8          7      cauc  yes northeast       no
## 5941    830.96        18          7      cauc  yes northeast       no
## 5942    949.67        18         10      cauc  yes northeast       no
## 5943    712.25        12         30      cauc  yes northeast       no
## 5944    586.42        17         18      cauc  yes northeast       no
## 5945    949.67        16         13      cauc  yes northeast       no
## 5946    684.14        15         16      cauc  yes northeast       no
## 5947    718.19        12         10      cauc  yes northeast       no
## 5948    389.36        15          9      cauc  yes northeast       no
## 5949   1187.08        18         10      cauc  yes northeast       no
## 5950   1051.33        18         10      cauc  yes northeast       no
## 5951    751.95        12          9      cauc  yes northeast       no
## 5952   1020.89        17         18      cauc  yes northeast       no
## 5953    852.33         8         47      cauc  yes northeast       no
## 5954    284.90        12         42      afam  yes northeast       no
## 5955    172.43        18         -2      cauc  yes northeast      yes
## 5956    239.20        12          1      cauc  yes northeast       no
## 5957    668.72        12         41      cauc  yes northeast       no
## 5958    741.41        12         26      cauc  yes northeast       no
## 5959   1187.08        18          8      cauc  yes northeast       no
## 5960    427.35         9         30      cauc  yes northeast       no
## 5961    308.64        12         29      cauc  yes northeast       no
## 5962    712.25        18          5      cauc  yes northeast       no
## 5963   1377.02        18         18      cauc  yes northeast       no
## 5964    759.73        16          7      cauc  yes northeast       no
## 5965    312.55        10          5      cauc  yes northeast      yes
## 5966   1492.76        12         30      cauc  yes northeast       no
## 5967    345.80        12          1      cauc  yes northeast       no
## 5968    490.03        12          8      cauc  yes northeast       no
## 5969    843.19        12         40      cauc  yes northeast       no
## 5970    493.83        16         39      cauc  yes northeast       no
## 5971    735.99        18         30      cauc  yes northeast       no
## 5972    982.04        12         25      cauc  yes northeast       no
## 5973    474.83        18         21      cauc  yes northeast       no
## 5974    783.48        13         26      cauc  yes northeast       no
## 5975    444.44        12          8      cauc  yes northeast       no
## 5976   1020.89        12         44      cauc  yes northeast       no
## 5977    356.13        12         13      cauc  yes northeast       no
## 5978    308.64        11         44      cauc  yes northeast       no
## 5979    339.51        12         26      cauc  yes northeast       no
## 5980   1568.49        13         33      cauc  yes northeast       no
## 5981    116.64        12          2      cauc  yes northeast      yes
## 5982    783.48        10         42      cauc  yes northeast       no
## 5983    166.19        12          3      cauc  yes northeast       no
## 5984    645.34        12         13      cauc  yes northeast       no
## 5985    391.74        12          9      cauc  yes northeast       no
## 5986    688.51        16          6      cauc  yes northeast       no
## 5987    295.78        16         19      cauc  yes northeast       no
## 5988    605.41        16         21      cauc  yes northeast       no
## 5989    617.28        12         23      cauc  yes northeast       no
## 5990    593.54        17         30      cauc  yes northeast       no
## 5991    271.60        15          0      cauc  yes northeast       no
## 5992    838.44        12         13      cauc  yes northeast       no
## 5993    830.96        12         14      cauc  yes northeast       no
## 5994    629.39        12         10      cauc  yes northeast       no
## 5995    260.61        14         14      cauc  yes northeast       no
## 5996    417.26        12         33      cauc   no northeast       no
## 5997    474.83        16         13      cauc   no northeast       no
## 5998    830.96        18         16      cauc   no northeast       no
## 5999    683.76        12          9      cauc   no northeast       no
## 6000    498.58        12          9      cauc   no northeast       no
## 6001    474.83        14          5      cauc   no northeast       no
## 6002    569.80        12         39      cauc   no northeast       no
## 6003    548.91        11         41      cauc  yes northeast       no
## 6004    331.43        11          4      cauc   no northeast       no
## 6005    593.54        12         39      cauc   no northeast       no
## 6006    688.51        12         45      cauc   no northeast       no
## 6007    448.34        12         12      cauc   no northeast       no
## 6008    348.15        10         24      cauc   no northeast       no
## 6009    235.11        12         39      cauc   no northeast       no
## 6010    688.51         9         14      cauc   no northeast       no
## 6011    683.88        14         20      cauc  yes northeast       no
## 6012    516.14        14         41      cauc   no northeast       no
## 6013    874.49        12         21      cauc   no northeast       no
## 6014    830.96        12         39      cauc  yes northeast       no
## 6015    498.58        12         28      cauc   no northeast       no
## 6016    617.28        12         26      cauc  yes northeast       no
## 6017    229.69        13         10      cauc  yes northeast       no
## 6018    526.64        12         14      cauc  yes northeast       no
## 6019   1068.38        13         21      cauc  yes northeast       no
## 6020    237.42        12          3      cauc  yes northeast       no
## 6021    100.31        12          0      cauc  yes northeast      yes
## 6022   1044.63        12         18      cauc  yes northeast       no
## 6023    712.25        10         17      cauc  yes northeast       no
## 6024    436.94        17         12      cauc  yes northeast       no
## 6025    420.23        13          3      cauc  yes northeast       no
## 6026   1187.08        18         31      cauc  yes northeast       no
## 6027    427.64         9         27      cauc  yes northeast       no
## 6028    370.37        13          5      cauc  yes northeast       no
## 6029    451.09        12         21      cauc  yes northeast       no
## 6030    118.71        12         16      cauc  yes northeast       no
## 6031    810.47        12         13      cauc  yes northeast       no
## 6032    514.55        12         23      cauc  yes northeast       no
## 6033    546.06        12         12      cauc   no northeast       no
## 6034     82.99        12         18      cauc   no northeast       no
## 6035    261.16        12         40      cauc   no northeast       no
## 6036    451.09        16         12      cauc   no northeast       no
## 6037    403.61        12         11      cauc   no northeast       no
## 6038    289.65        15          7      cauc  yes northeast       no
## 6039    498.58        11         20      cauc  yes northeast       no
## 6040    664.77        12         15      cauc  yes northeast       no
## 6041    807.22        12         20      cauc   no northeast       no
## 6042    914.06        12         26      cauc   no northeast       no
## 6043    482.59        12         30      cauc   no northeast       no
## 6044    127.83        13         -1      cauc   no northeast      yes
## 6045     83.10        12         46      cauc   no northeast      yes
## 6046    458.55        15         -1      cauc   no northeast       no
## 6047    229.28        11         45      cauc   no northeast      yes
## 6048    546.06        12         19      cauc   no northeast       no
## 6049     94.97        12          0      cauc   no northeast      yes
## 6050    907.88        12         36      cauc   no northeast       no
## 6051    390.43        12         14      cauc   no northeast       no
## 6052    522.32        12         25      cauc   no northeast       no
## 6053    518.52        12         16      cauc   no northeast       no
## 6054    434.47        14          5      cauc   no northeast       no
## 6055    830.96        16         22      cauc  yes northeast       no
## 6056    130.58        14          2      cauc  yes northeast      yes
## 6057    735.99        18         20      cauc  yes northeast       no
## 6058    641.03        10         22      cauc   no northeast       no
## 6059    418.97        16          5      cauc   no northeast       no
## 6060    558.50        12         10      cauc  yes northeast       no
## 6061    356.13        11          4      cauc  yes northeast       no
## 6062    427.35        16         11      cauc  yes northeast       no
## 6063    392.69        17         38      cauc   no northeast      yes
## 6064    807.22        12         11      cauc   no northeast       no
## 6065    878.44        12         21      cauc   no northeast       no
## 6066    688.51        12         10      cauc   no northeast       no
## 6067    284.90        16          5      cauc  yes northeast       no
## 6068    388.89        12         16      cauc  yes northeast       no
## 6069    664.77        12         18      cauc  yes northeast       no
## 6070    987.65        11         17      cauc  yes northeast       no
## 6071    329.22        12         30      cauc  yes northeast       no
## 6072    377.23        12          7      cauc  yes northeast       no
## 6073     94.97        12          7      cauc  yes northeast       no
## 6074    108.07        12          4      cauc  yes northeast      yes
## 6075    448.72        16         16      cauc  yes northeast       no
## 6076    550.81        17         16      cauc   no northeast       no
## 6077    392.71        12         43      cauc   no northeast       no
## 6078   1929.01        15         14      cauc   no northeast       no
## 6079    522.32        10         24      afam  yes northeast       no
## 6080    759.73        12         31      cauc  yes northeast       no
## 6081    299.15        12          8      cauc  yes northeast       no
## 6082    612.54         9         13      cauc  yes northeast       no
## 6083    410.73        11         12      cauc  yes northeast       no
## 6084    522.32        12          7      cauc  yes northeast       no
## 6085    771.60        18         18      cauc  yes northeast       no
## 6086    546.06        12         32      cauc   no northeast       no
## 6087    931.11        10         31      cauc   no northeast      yes
## 6088    451.09         9         45      cauc   no northeast       no
## 6089    735.99        13         39      cauc   no northeast       no
## 6090    144.03        12          0      cauc  yes northeast       no
## 6091    712.25        18         15      cauc  yes northeast       no
## 6092    313.41        13          8      cauc   no northeast       no
## 6093   1305.79         9         33      cauc   no northeast       no
## 6094    356.13        12          6      cauc   no northeast       no
## 6095    712.25        12         27      cauc   no northeast       no
## 6096    432.10        11         12      cauc   no northeast       no
## 6097    569.80        16         26      cauc   no northeast       no
## 6098    356.13        16          3      cauc   no northeast       no
## 6099    451.09        10         30      cauc   no northeast       no
## 6100    251.40        12          6      cauc   no northeast       no
## 6101    720.16        18         13      cauc   no northeast       no
## 6102    332.38         8         40      cauc   no northeast       no
## 6103    451.09        12         32      cauc   no northeast       no
## 6104    356.13         8         48      cauc   no northeast       no
## 6105    973.41        16         15      cauc  yes northeast       no
## 6106    231.48        16         11      cauc  yes northeast       no
## 6107    771.60        17         15      cauc  yes northeast       no
## 6108    617.28        12         25      cauc  yes northeast       no
## 6109    593.54        12         24      cauc  yes northeast       no
## 6110    435.73        12          5      cauc  yes northeast       no
## 6111    997.15        16         17      cauc  yes northeast       no
## 6112    712.25        10         29      cauc  yes northeast       no
## 6113    385.09        13         13      cauc  yes northeast       no
## 6114    567.90         6         38      cauc   no northeast       no
## 6115   1495.73        18         23      cauc  yes northeast       no
## 6116    284.90        12         10      cauc  yes northeast       no
## 6117   1540.76        13         23      cauc  yes northeast       no
## 6118    902.18        12         22      cauc   no northeast       no
## 6119    123.46        14          0      cauc   no northeast       no
## 6120    740.74        13         18      cauc   no northeast       no
## 6121    652.90        12         37      cauc   no northeast       no
## 6122    200.00        12          7      cauc   no northeast       no
## 6123    650.43         8         46      cauc   no northeast       no
## 6124    569.80        12         22      cauc  yes northeast       no
## 6125    356.13        12         41      cauc  yes northeast       no
## 6126    451.09        12         26      cauc  yes northeast       no
## 6127    262.35        12          5      cauc  yes northeast       no
## 6128    694.44        14         16      cauc  yes northeast       no
## 6129    293.21        12         18      cauc  yes northeast       no
## 6130    468.73        16          3      cauc  yes northeast       no
## 6131    125.98        13          4      cauc   no northeast       no
## 6132    534.98        12          9      cauc   no northeast       no
## 6133    688.51        12         19      cauc   no northeast       no
## 6134    244.25        12          6      cauc   no northeast       no
## 6135    505.22        12         25      cauc   no northeast       no
## 6136   1062.44        12         20      cauc   no northeast       no
## 6137    379.87        12         22      cauc  yes northeast       no
## 6138    118.71        12         49      cauc  yes northeast      yes
## 6139    556.77        12         28      cauc  yes northeast       no
## 6140    498.58        16          7      cauc  yes northeast       no
## 6141    474.83        12         19      cauc  yes northeast       no
## 6142   1127.73        12         27      cauc  yes northeast       no
## 6143    403.70        12         23      cauc  yes northeast       no
## 6144    197.53        12          1      cauc  yes northeast      yes
## 6145    481.48        12         17      cauc  yes northeast       no
## 6146    102.88        12         47      cauc   no northeast      yes
## 6147    451.09        12         32      cauc   no northeast       no
## 6148     74.07        12          0      cauc  yes northeast       no
## 6149    355.46        12         35      cauc  yes northeast       no
## 6150    218.23        12          1      cauc  yes northeast       no
## 6151    949.67        16         13      cauc  yes northeast       no
## 6152    712.25        12         40      cauc  yes northeast       no
## 6153    368.68        10         40      cauc  yes northeast       no
## 6154    987.99        16         13      cauc   no northeast       no
## 6155    838.51        13         22      cauc   no northeast       no
## 6156    664.77        16          7      cauc   no northeast       no
## 6157    264.72        12         17      cauc   no northeast       no
## 6158    267.09        16         10      cauc   no northeast       no
## 6159    237.42        12         34      cauc   no northeast       no
## 6160    729.34        17          2      cauc   no northeast       no
## 6161    712.25        12         26      cauc   no northeast       no
## 6162     64.30        12          5      cauc  yes northeast       no
## 6163    878.44        18         18      cauc   no northeast       no
## 6164    284.90        12          2      cauc   no northeast       no
## 6165    712.25        13         19      cauc   no northeast       no
## 6166     98.77        12          2      cauc   no northeast      yes
## 6167     92.59        12          0      cauc   no northeast      yes
## 6168    437.70        12         13      cauc  yes northeast       no
## 6169    312.39        12         11      cauc  yes northeast       no
## 6170    356.13        12         10      cauc  yes northeast       no
## 6171    501.12        18         13      cauc  yes northeast       no
## 6172    334.76        12         13      cauc  yes northeast       no
## 6173    441.60        12         14      cauc  yes northeast       no
## 6174    712.25        16         14      cauc  yes northeast       no
## 6175    538.14        12         45      cauc  yes northeast       no
## 6176    284.90        12         14      cauc  yes northeast       no
## 6177    593.54        12         46      cauc  yes northeast       no
## 6178    712.25        12         19      cauc  yes northeast       no
## 6179    411.52         8         39      cauc  yes northeast       no
## 6180    332.38        10         16      cauc   no northeast       no
## 6181    485.01        10         16      cauc  yes northeast       no
## 6182    174.11        12         40      cauc  yes northeast       no
## 6183    308.64        12         10      cauc  yes northeast       no
## 6184    498.98        12         41      cauc   no northeast       no
## 6185    807.22        13         27      cauc   no northeast       no
## 6186    712.25        14          6      cauc  yes northeast       no
## 6187    738.96        13         41      cauc  yes northeast       no
## 6188    427.35         8         48      cauc  yes northeast       no
## 6189    552.71        13         22      cauc  yes northeast       no
## 6190    370.37        14         -1      cauc  yes northeast       no
## 6191    308.64        12          9      cauc  yes northeast       no
## 6192    237.42        12         17      cauc  yes northeast       no
## 6193    255.39        16         46      cauc  yes northeast       no
## 6194    712.25        18         30      cauc  yes northeast       no
## 6195    641.03        12          4      cauc  yes northeast       no
## 6196    641.03        16         17      cauc  yes northeast       no
## 6197   1009.02        16         10      cauc  yes northeast       no
## 6198   1489.46        16         16      cauc  yes northeast       no
## 6199     54.25        14         10      cauc  yes northeast       no
## 6200    225.93        12         22      cauc   no northeast       no
## 6201    593.54        12         12      cauc   no northeast       no
## 6202    632.57        11         23      cauc   no northeast       no
## 6203    581.67        16         15      cauc   no northeast       no
## 6204    973.41        16         18      cauc   no northeast       no
## 6205    451.09         8         48      cauc  yes northeast       no
## 6206    217.74        10         30      cauc  yes northeast      yes
## 6207    688.51        10         19      cauc   no northeast       no
## 6208    747.86        12         15      cauc   no northeast       no
## 6209     68.59        14          1      cauc  yes northeast       no
## 6210    106.84        13         -1      cauc  yes northeast       no
## 6211    662.67        11         26      cauc  yes northeast       no
## 6212    142.45        12          3      cauc  yes northeast       no
## 6213    308.64        14          7      cauc  yes northeast       no
## 6214    252.53        12         27      cauc  yes northeast       no
## 6215    207.41        12          2      cauc  yes northeast       no
## 6216    949.67        12         23      cauc  yes northeast       no
## 6217    752.33        12         34      cauc  yes northeast       no
## 6218    522.32        12         18      cauc  yes northeast       no
## 6219    987.65        16          8      cauc  yes northeast       no
## 6220    427.35        12         11      cauc  yes northeast       no
## 6221    356.13        11         15      cauc  yes northeast       no
## 6222    457.83        12         20      cauc  yes northeast       no
## 6223    427.35        13         10      cauc   no northeast       no
## 6224    593.54        14         25      cauc   no northeast       no
## 6225   2057.61        11         36      cauc   no northeast       no
## 6226    567.43        14         38      cauc   no northeast       no
## 6227    525.35        12         17      cauc   no northeast       no
## 6228    443.64        13         18      cauc   no northeast       no
## 6229    712.25        12         18      cauc   no northeast       no
## 6230    324.38        12         10      cauc  yes northeast       no
## 6231    513.46        12         12      cauc   no northeast       no
## 6232    593.54        10         39      cauc   no northeast       no
## 6233    344.25        11         12      cauc  yes northeast       no
## 6234    370.37        12         14      cauc  yes northeast       no
## 6235    237.42        12         11      cauc  yes northeast       no
## 6236    854.70        16         17      cauc  yes northeast       no
## 6237    207.28        12          1      cauc   no northeast       no
## 6238    154.32        10          8      cauc   no northeast       no
## 6239    403.61        12         32      cauc   no northeast       no
## 6240    524.69        12         11      cauc   no northeast       no
## 6241    759.73        12         15      cauc   no northeast       no
## 6242    443.32        12         10      cauc  yes northeast       no
## 6243    356.13        12         46      cauc   no northeast       no
## 6244    236.42        12         13      cauc  yes northeast       no
## 6245    200.20        14          2      cauc  yes northeast      yes
## 6246    284.90        12          5      cauc   no northeast       no
## 6247    583.33        12         36      cauc   no northeast       no
## 6248    643.92         8         47      cauc  yes northeast       no
## 6249    298.50         7         53      cauc  yes northeast       no
## 6250    712.25        12         14      cauc  yes northeast       no
## 6251    569.80        10         14      cauc  yes northeast       no
## 6252    284.90        12         37      cauc  yes northeast      yes
## 6253   2374.15        18         17      cauc  yes northeast       no
## 6254    379.87         6         24      cauc  yes northeast      yes
## 6255    230.25        12          6      cauc  yes northeast       no
## 6256    555.82        12         13      cauc  yes northeast       no
## 6257     67.90        14         15      cauc  yes northeast      yes
## 6258    593.54        12         11      cauc  yes northeast       no
## 6259    170.87        12         46      afam   no northeast       no
## 6260    451.09        12         10      cauc  yes northeast       no
## 6261    582.99        12         10      cauc  yes northeast       no
## 6262    261.16        12         18      cauc  yes northeast       no
## 6263    771.60        10         36      cauc  yes northeast       no
## 6264    734.86        12         22      cauc  yes northeast       no
## 6265    712.25        13         20      cauc  yes northeast       no
## 6266    205.37        12         18      cauc   no northeast       no
## 6267    379.87        12         19      afam  yes northeast       no
## 6268    261.16        12         23      cauc  yes northeast       no
## 6269    230.54        14          3      cauc  yes northeast       no
## 6270    189.93        14          3      cauc  yes northeast       no
## 6271    102.88        12          1      cauc  yes northeast      yes
## 6272    189.93        12         12      afam  yes northeast       no
## 6273    474.83        12          8      cauc   no northeast       no
## 6274   1780.63        16         23      cauc  yes northeast       no
## 6275    430.41        12         17      cauc  yes northeast       no
## 6276    451.09        10         29      cauc   no northeast       no
## 6277    854.70        16         20      cauc  yes northeast       no
## 6278    461.40         9         31      cauc   no northeast       no
## 6279    759.73        12         28      cauc  yes northeast       no
## 6280    629.15        16         11      cauc  yes northeast       no
## 6281    237.42        12         43      cauc  yes northeast       no
## 6282    854.70        12         27      cauc  yes northeast       no
## 6283    642.97        17          5      cauc  yes northeast       no
## 6284   1258.31        14         18      cauc  yes northeast       no
## 6285     86.42        12          0      cauc  yes northeast      yes
## 6286    759.73        12         28      cauc  yes northeast       no
## 6287    474.83        12          7      cauc  yes northeast       no
## 6288    403.61        12         11      cauc  yes northeast       no
## 6289   1037.60        12         35      cauc  yes northeast       no
## 6290    795.35        12         18      cauc  yes northeast       no
## 6291    279.25        14          7      cauc  yes northeast       no
## 6292    232.39        11         13      cauc   no northeast       no
## 6293    617.28        12         22      cauc  yes northeast       no
## 6294    830.96        18         17      cauc  yes northeast       no
## 6295    534.19        12         40      cauc  yes northeast       no
## 6296    446.55        16         16      cauc  yes northeast       no
## 6297   1163.34        13         18      cauc   no northeast       no
## 6298    488.77        12          7      cauc   no northeast       no
## 6299    830.96        12         34      cauc   no northeast       no
## 6300     71.23        14          1      cauc   no northeast      yes
## 6301    451.09        12         42      cauc   no northeast       no
## 6302    783.48        12         26      cauc  yes northeast       no
## 6303    522.32        12         23      cauc  yes northeast       no
## 6304    645.77        12         26      cauc   no northeast       no
## 6305     56.79        14          0      cauc   no northeast      yes
## 6306    681.39        13         34      cauc   no northeast       no
## 6307    712.25        12         38      cauc   no northeast       no
## 6308    268.28        13          3      cauc   no northeast       no
## 6309    788.22        16         31      cauc   no northeast       no
## 6310    522.32        10         34      cauc   no northeast       no
## 6311    170.94        12          5      cauc   no northeast      yes
## 6312    474.83        12         17      cauc  yes northeast       no
## 6313    878.44        12         43      cauc  yes northeast       no
## 6314    524.69        10         33      cauc  yes northeast       no
## 6315    427.35        12          6      cauc  yes northeast       no
## 6316   1780.63        17         22      cauc  yes northeast       no
## 6317    854.70        15         19      cauc  yes northeast       no
## 6318    474.83        12         46      afam  yes northeast       no
## 6319    191.36        11         36      cauc  yes northeast       no
## 6320    379.87        10         16      cauc  yes northeast       no
## 6321    332.38        10         11      cauc  yes northeast       no
## 6322    411.52        12         23      cauc  yes northeast       no
## 6323    902.18        12         25      cauc  yes northeast       no
## 6324    165.34        12          1      cauc  yes northeast       no
## 6325    961.47        17         13      cauc  yes northeast       no
## 6326    949.67        14         16      cauc  yes northeast       no
## 6327    949.67        14         21      cauc  yes northeast       no
## 6328    499.74        11         32      cauc  yes northeast       no
## 6329     71.88        12          6      cauc  yes northeast      yes
## 6330    878.44        12         27      cauc   no northeast       no
## 6331    997.15        14          9      cauc   no northeast       no
## 6332    949.67        16         38      cauc  yes northeast       no
## 6333    315.76        12         10      cauc  yes northeast       no
## 6334    614.20        13         13      cauc  yes northeast       no
## 6335    129.60        12         22      cauc   no northeast      yes
## 6336    142.45        12         21      cauc   no northeast       no
## 6337   1187.08        13         23      cauc   no northeast       no
## 6338    543.21        12         15      cauc   no northeast       no
## 6339    205.76        12         17      cauc   no northeast      yes
## 6340    266.88        11         18      cauc  yes northeast       no
## 6341    379.87        12         10      cauc   no northeast       no
## 6342    106.84        12          0      cauc   no northeast      yes
## 6343    735.99        13         24      cauc   no northeast       no
## 6344    474.83        12         27      cauc   no northeast       no
## 6345     54.61        13          0      cauc   no northeast      yes
## 6346    830.96        16         17      cauc  yes northeast       no
## 6347   1578.33        12         41      cauc   no northeast       no
## 6348    296.30        15          6      cauc   no northeast       no
## 6349    158.25        12          5      cauc   no northeast      yes
## 6350    141.09        11          5      cauc   no northeast       no
## 6351    391.74        16         11      cauc   no northeast       no
## 6352    403.61        12         12      cauc   no northeast       no
## 6353    795.35        16         37      cauc   no northeast       no
## 6354    629.15        17         14      cauc   no northeast       no
## 6355    386.47         9         44      cauc   no northeast       no
## 6356    546.06        12         10      cauc   no northeast       no
## 6357    417.85        12         30      cauc   no northeast       no
## 6358    337.13        12         41      cauc   no northeast       no
## 6359    233.84        12         11      cauc   no northeast       no
## 6360    379.87        12         13      cauc   no northeast       no
## 6361    997.96        12         21      cauc  yes northeast       no
## 6362    522.32        12         24      cauc  yes northeast       no
## 6363    356.13        10         42      cauc  yes northeast       no
## 6364    213.68        12          3      cauc  yes northeast       no
## 6365    476.19        12         10      cauc   no northeast       no
## 6366    213.68        12         10      cauc   no northeast       no
## 6367    289.65        12          6      cauc   no northeast       no
## 6368    427.35        10         13      cauc   no northeast       no
## 6369    498.58        12         17      cauc   no northeast       no
## 6370    593.54        12         19      cauc   no northeast       no
## 6371    427.35        12         25      cauc  yes northeast       no
## 6372    384.96         9          4      cauc  yes northeast       no
## 6373    474.83        14          6      cauc  yes northeast       no
## 6374    454.77        12          7      cauc  yes northeast       no
## 6375    546.06        12         13      cauc  yes northeast       no
## 6376    284.90        16         29      cauc  yes northeast       no
## 6377    474.83        11         43      cauc  yes northeast       no
## 6378    474.83        13         15      cauc  yes northeast       no
## 6379    621.72        14         31      cauc  yes northeast       no
## 6380    712.25        12         34      cauc  yes northeast       no
## 6381    474.83        15          9      cauc  yes northeast       no
## 6382    641.03        18         25      cauc   no northeast       no
## 6383     88.89        12          0      cauc   no northeast      yes
## 6384    462.96        12          7      cauc   no northeast       no
## 6385    576.13        15         35      cauc   no northeast       no
## 6386    266.17        12          4      cauc   no northeast       no
## 6387    284.90        12          6      cauc   no northeast       no
## 6388    365.62        12          7      cauc  yes northeast       no
## 6389    528.37        11         43      cauc  yes northeast       no
## 6390    316.83        12          4      cauc  yes northeast       no
## 6391    593.54        16         17      cauc  yes northeast       no
## 6392    356.13        12          8      cauc  yes northeast       no
## 6393    759.73        10         48      cauc  yes northeast       no
## 6394    528.12         8         42      cauc  yes northeast       no
## 6395    261.16        11          6      cauc   no northeast       no
## 6396    332.38        12          8      cauc  yes northeast       no
## 6397    185.19        12          5      cauc  yes northeast       no
## 6398    139.70         9         39      cauc   no northeast       no
## 6399    443.97        12         16      cauc   no northeast       no
## 6400    532.26        12          9      cauc   no northeast       no
## 6401    455.61        12         22      cauc   no northeast       no
## 6402    841.45        14         19      cauc   no northeast       no
## 6403    759.73        12         28      cauc   no northeast       no
## 6404    546.06        16          6      cauc   no northeast       no
## 6405    144.82        12          1      cauc   no northeast      yes
## 6406    664.77        17         21      cauc   no northeast       no
## 6407    769.40        17         24      cauc   no northeast       no
## 6408    379.87        12         29      cauc   no northeast       no
## 6409    118.71        12         47      cauc  yes northeast      yes
## 6410    943.26        12         44      cauc   no northeast       no
## 6411    523.36        13          9      cauc   no northeast       no
## 6412   1045.13        17         36      cauc   no northeast       no
## 6413    615.50        12         24      cauc   no northeast       no
## 6414   1638.18        12         20      cauc  yes northeast       no
## 6415    496.20         9          7      cauc  yes northeast       no
## 6416    660.49        12         16      cauc  yes northeast       no
## 6417   1312.92        14         39      cauc  yes northeast       no
## 6418    237.42        12          1      cauc  yes northeast       no
## 6419    474.83        11         15      cauc  yes northeast       no
## 6420    169.75        12         39      cauc  yes northeast       no
## 6421    213.68        12          5      cauc  yes northeast       no
## 6422    246.91        12          2      cauc  yes northeast       no
## 6423    522.32        12          7      cauc  yes northeast       no
## 6424    593.54        10         14      cauc  yes northeast       no
## 6425   1139.60        16         21      cauc   no northeast       no
## 6426    142.45        12          8      cauc   no northeast       no
## 6427    759.73        17         17      cauc   no northeast       no
## 6428    712.25        16         36      cauc  yes northeast       no
## 6429    427.35        12         11      cauc  yes northeast       no
## 6430    123.46        12          9      cauc  yes northeast       no
## 6431    641.03        12          5      cauc  yes northeast       no
## 6432    277.78        18         25      cauc  yes northeast       no
## 6433    403.73        14          5      cauc   no northeast       no
## 6434    451.09        16         18      cauc   no northeast       no
## 6435    553.02         8         35      cauc  yes northeast       no
## 6436    303.70        12         42      cauc  yes northeast      yes
## 6437    345.68        12          8      cauc  yes northeast       no
## 6438   1115.86        16         28      cauc  yes northeast       no
## 6439    213.68        12          4      cauc  yes northeast       no
## 6440    123.46        12         45      cauc  yes northeast      yes
## 6441   2363.89        16         12      cauc  yes northeast       no
## 6442    284.90        18          9      afam  yes   midwest       no
## 6443    997.15        15         32      cauc  yes   midwest       no
## 6444    284.90        18          5      cauc  yes   midwest       no
## 6445    617.28        12         23      cauc  yes   midwest       no
## 6446    256.41        18         14      cauc  yes   midwest       no
## 6447    777.78        12         31      cauc  yes   midwest       no
## 6448    264.36        18         31      cauc  yes   midwest       no
## 6449     90.22        18         44      afam  yes   midwest      yes
## 6450    435.88        11         44      cauc  yes   midwest      yes
## 6451    308.64        14         41      afam  yes   midwest       no
## 6452    300.81        12          5      afam  yes   midwest       no
## 6453    709.88        11         31      afam  yes   midwest       no
## 6454    829.31        12         12      cauc  yes   midwest       no
## 6455    664.77        16         13      cauc  yes   midwest       no
## 6456    207.23        16          4      cauc  yes   midwest      yes
## 6457     92.59         9         15      cauc  yes   midwest       no
## 6458    759.73        12         25      cauc  yes   midwest       no
## 6459    735.99        12         22      cauc  yes   midwest       no
## 6460    820.54        12         14      cauc  yes   midwest       no
## 6461    261.16        16          4      cauc  yes   midwest      yes
## 6462    641.03        12         20      cauc  yes   midwest       no
## 6463    498.58         8         46      cauc  yes   midwest       no
## 6464    237.42        12         10      cauc  yes   midwest       no
## 6465    474.83        13         12      cauc  yes   midwest       no
## 6466    759.73        16         13      cauc  yes   midwest       no
## 6467    712.25        16          5      cauc  yes   midwest       no
## 6468    712.25        12         21      cauc  yes   midwest       no
## 6469    712.25        10         38      cauc  yes   midwest       no
## 6470    902.18        12         20      cauc  yes   midwest       no
## 6471    721.75        18         18      cauc  yes   midwest       no
## 6472    411.52        12          8      afam  yes   midwest       no
## 6473    104.46        13         19      afam  yes   midwest      yes
## 6474    543.21        12         10      cauc  yes   midwest       no
## 6475    284.90        15          2      cauc  yes   midwest      yes
## 6476    237.42        16          1      cauc  yes   midwest       no
## 6477    617.28        12         42      cauc  yes   midwest       no
## 6478    712.25        16          9      cauc  yes   midwest       no
## 6479    150.89        16         47      cauc  yes   midwest      yes
## 6480    265.91        13          2      cauc  yes   midwest       no
## 6481    142.45        12          1      cauc  yes   midwest      yes
## 6482    712.25        16         23      cauc  yes   midwest       no
## 6483    617.28        14         35      cauc  yes   midwest       no
## 6484    152.26        14          0      cauc  yes   midwest      yes
## 6485    451.09        12         43      cauc  yes   midwest       no
## 6486    163.40        12          0      cauc  yes   midwest      yes
## 6487    617.28        12         24      cauc  yes   midwest       no
## 6488    453.89         8         44      cauc  yes   midwest       no
## 6489    164.61        10          5      cauc  yes   midwest       no
## 6490    783.48        18         15      cauc  yes   midwest       no
## 6491    379.87        18         11      cauc  yes   midwest       no
## 6492    434.07         8         30      cauc  yes   midwest       no
## 6493    892.90        18         14      cauc  yes   midwest       no
## 6494    815.93        14         13      cauc  yes   midwest       no
## 6495    688.51        14          6      cauc  yes   midwest       no
## 6496   1402.92        13         28      cauc  yes   midwest       no
## 6497    824.49        10         47      cauc  yes   midwest       no
## 6498    391.74        12         11      cauc  yes   midwest       no
## 6499   1187.08        12         32      cauc  yes   midwest       no
## 6500    712.25        14         14      afam  yes   midwest       no
## 6501    878.44        11         41      afam  yes   midwest       no
## 6502    735.99        11         32      afam  yes   midwest       no
## 6503   1225.07        18         17      cauc  yes   midwest       no
## 6504   1234.57        15         16      cauc  yes   midwest       no
## 6505   1068.38        17         18      cauc  yes   midwest       no
## 6506    712.25        15         10      cauc  yes   midwest       no
## 6507   1175.21        12         35      cauc  yes   midwest       no
## 6508    451.09        12          9      cauc  yes   midwest       no
## 6509    161.94        14          1      cauc  yes   midwest      yes
## 6510    569.80        12         52      cauc  yes   midwest       no
## 6511    434.47        13         18      afam  yes   midwest       no
## 6512    735.99        14         22      afam  yes   midwest       no
## 6513    439.22        18          3      afam  yes   midwest       no
## 6514    878.44        16         39      cauc  yes   midwest       no
## 6515    443.97        16          8      cauc  yes   midwest       no
## 6516   1756.89        18         10      cauc  yes   midwest       no
## 6517    284.90        11         12      cauc  yes   midwest       no
## 6518    634.92        12         10      cauc  yes   midwest       no
## 6519    505.05        14          7      cauc  yes   midwest       no
## 6520    144.03        14         19      afam  yes   midwest       no
## 6521    617.28        12         33      cauc  yes   midwest       no
## 6522    474.83        12         29      cauc  yes   midwest       no
## 6523    391.74        13         19      cauc  yes   midwest       no
## 6524    462.96        14          7      cauc  yes   midwest       no
## 6525    871.46        10         51      cauc  yes   midwest       no
## 6526   1073.12        13         32      cauc  yes   midwest       no
## 6527    427.35        12          5      cauc  yes   midwest       no
## 6528    308.64        14          9      cauc  yes   midwest       no
## 6529    498.58        12         11      cauc  yes   midwest       no
## 6530    197.06        11          3      cauc  yes   midwest       no
## 6531    462.96        16          1      cauc  yes   midwest       no
## 6532    754.99        13         10      cauc  yes   midwest       no
## 6533    747.86        12         38      cauc  yes   midwest       no
## 6534    663.25        12         14      cauc  yes   midwest       no
## 6535    664.77        14         11      cauc  yes   midwest       no
## 6536    712.25        12         34      cauc  yes   midwest       no
## 6537    712.25        12         18      cauc  yes   midwest       no
## 6538    375.18         8         40      cauc  yes   midwest       no
## 6539    386.89        13          9      cauc  yes   midwest       no
## 6540    738.17        14         25      cauc  yes   midwest       no
## 6541    617.28        14         -1      cauc  yes   midwest       no
## 6542    474.83        16         39      cauc  yes   midwest       no
## 6543   1163.34        17          3      cauc  yes   midwest       no
## 6544    420.28        16         12      afam  yes   midwest       no
## 6545    284.90         7         33      cauc  yes   midwest       no
## 6546   1068.38        11         36      cauc  yes   midwest       no
## 6547    536.56        12         18      cauc  yes   midwest       no
## 6548   1187.08        12         24      cauc  yes   midwest       no
## 6549    878.44        18          9      cauc  yes   midwest       no
## 6550    712.25        14         15      cauc  yes   midwest       no
## 6551    869.78        12         26      cauc  yes   midwest       no
## 6552    878.44        14         21      cauc  yes   midwest       no
## 6553    702.75        16         19      cauc  yes   midwest       no
## 6554    641.03        16         17      cauc  yes   midwest       no
## 6555    854.70        12         20      cauc  yes   midwest       no
## 6556    735.99        12         19      cauc  yes   midwest       no
## 6557   1155.15        13         27      cauc  yes   midwest       no
## 6558   1037.01        16         30      cauc  yes   midwest       no
## 6559    427.35        15          9      cauc  yes   midwest       no
## 6560    902.18        16         10      cauc  yes   midwest       no
## 6561    691.36        18          5      cauc  yes   midwest       no
## 6562     82.72        11          1      afam  yes   midwest      yes
## 6563    414.81        12         21      cauc  yes   midwest       no
## 6564    569.80        11         12      cauc  yes   midwest       no
## 6565    444.44        12         29      cauc  yes   midwest       no
## 6566    598.29        12          8      cauc  yes   midwest       no
## 6567   1139.60        18         12      cauc  yes   midwest       no
## 6568    185.19        14          1      cauc  yes   midwest      yes
## 6569   1543.21        16         16      cauc  yes   midwest       no
## 6570   1780.63        18         24      cauc  yes   midwest       no
## 6571     61.73        13         -1      cauc  yes   midwest      yes
## 6572    973.41        12         28      cauc  yes   midwest       no
## 6573   1614.43        12         39      cauc  yes   midwest       no
## 6574    921.81        12         35      cauc  yes   midwest       no
## 6575    148.15        14         -1      cauc  yes   midwest       no
## 6576     94.44        12          1      cauc  yes   midwest      yes
## 6577     90.53         9          3      cauc  yes   midwest      yes
## 6578    740.74        14         15      cauc  yes   midwest       no
## 6579    561.17        12         38      cauc  yes   midwest       no
## 6580   1041.67        17         41      cauc  yes   midwest       no
## 6581     53.21        10         53      cauc  yes   midwest      yes
## 6582    712.25        12         22      afam  yes   midwest       no
## 6583    332.38        13         11      cauc  yes   midwest       no
## 6584    498.58        14          7      cauc  yes   midwest       no
## 6585    415.48        14          2      cauc  yes   midwest       no
## 6586    439.22        14         26      cauc  yes   midwest       no
## 6587    432.10        12         17      cauc  yes   midwest       no
## 6588    569.80        13          8      cauc  yes   midwest       no
## 6589    978.16        13         10      cauc  yes   midwest       no
## 6590    334.33        16         24      cauc  yes   midwest       no
## 6591    164.81         4         58      afam  yes   midwest      yes
## 6592   1091.22        12         25      afam  yes   midwest       no
## 6593    379.87        16          1      afam  yes   midwest       no
## 6594    403.61        12         13      afam  yes   midwest       no
## 6595    712.25        12         10      afam  yes   midwest       no
## 6596    593.54        16         15      cauc  yes   midwest       no
## 6597    171.96        12          7      cauc  yes   midwest      yes
## 6598    593.54        16         21      cauc  yes   midwest       no
## 6599   1068.38        16          8      cauc  yes   midwest       no
## 6600    320.99        12          1      cauc  yes   midwest       no
## 6601   1092.12        16          7      cauc  yes   midwest       no
## 6602   1633.74        18         40      afam  yes   midwest       no
## 6603    688.51        12          9      afam  yes   midwest       no
## 6604    156.70        12          5      afam  yes   midwest       no
## 6605   1424.50        14         26      cauc  yes   midwest       no
## 6606    688.51        13         21      cauc  yes   midwest       no
## 6607    593.54        13         10      cauc  yes   midwest       no
## 6608   1283.95        17          7      cauc  yes   midwest       no
## 6609    878.44        18          3      cauc  yes   midwest       no
## 6610    646.80        12         23      cauc  yes   midwest       no
## 6611    949.67        16         13      cauc  yes   midwest       no
## 6612    736.92        11         24      cauc  yes   midwest       no
## 6613    403.61        13         11      cauc  yes   midwest       no
## 6614    617.28        12         11      cauc  yes   midwest       no
## 6615    246.91        14          5      cauc  yes   midwest      yes
## 6616    569.80        16          5      afam  yes   midwest       no
## 6617    807.22        11         39      afam  yes   midwest       no
## 6618    106.84        12         45      afam  yes   midwest      yes
## 6619    474.83        17         14      afam  yes   midwest       no
## 6620   1217.55        18         35      cauc  yes   midwest       no
## 6621    474.83        16          1      cauc  yes   midwest       no
## 6622    942.17        12         46      cauc  yes   midwest       no
## 6623    474.83        15          7      afam  yes   midwest       no
## 6624    308.64        12         45      cauc  yes   midwest       no
## 6625   1187.08        18         31      cauc  yes   midwest       no
## 6626    123.46        16         15      cauc  yes   midwest       no
## 6627    925.93         9         47      afam  yes   midwest       no
## 6628    427.35         8         42      afam  yes   midwest       no
## 6629    493.83        14         17      cauc  yes   midwest       no
## 6630    525.64        13         12      cauc  yes   midwest       no
## 6631    648.15        12         29      cauc  yes   midwest       no
## 6632   1042.52        12          7      cauc  yes   midwest       no
## 6633    230.35        10         15      cauc  yes   midwest       no
## 6634   1756.89        16         19      cauc  yes   midwest       no
## 6635   1234.57        14         21      cauc  yes   midwest       no
## 6636    289.65        12          5      cauc  yes   midwest       no
## 6637    308.64        12         15      cauc  yes   midwest       no
## 6638    783.48        16          5      cauc  yes   midwest       no
## 6639    961.23        14         19      cauc  yes   midwest       no
## 6640   1163.34        13         13      cauc  yes   midwest       no
## 6641    641.03        12         47      cauc  yes   midwest       no
## 6642    867.59        13         19      cauc  yes   midwest       no
## 6643    783.48        15         13      afam  yes   midwest       no
## 6644    237.42        14          2      cauc  yes   midwest       no
## 6645    261.16        13          0      cauc  yes   midwest       no
## 6646    249.29         6         46      afam  yes   midwest       no
## 6647    246.91        12         10      cauc  yes   midwest       no
## 6648    712.25        11         42      cauc  yes   midwest       no
## 6649   1151.01        12         42      cauc  yes   midwest       no
## 6650    482.43        12         44      cauc  yes   midwest      yes
## 6651    759.73        16         11      cauc  yes   midwest       no
## 6652    308.64        12         10      cauc  yes   midwest       no
## 6653    997.15        16         29      cauc  yes   midwest       no
## 6654    688.51        10         38      cauc  yes   midwest       no
## 6655    284.90        12          7      cauc  yes   midwest       no
## 6656    574.81        12         10      cauc  yes   midwest       no
## 6657    735.99        17         44      afam  yes   midwest       no
## 6658    102.41        12         46      cauc  yes   midwest      yes
## 6659    320.51        18          8      cauc  yes   midwest       no
## 6660    213.68        16         10      cauc  yes   midwest      yes
## 6661    337.11        18          2      cauc  yes   midwest       no
## 6662    169.75        16         19      afam  yes   midwest       no
## 6663    107.35        13         16      afam  yes   midwest      yes
## 6664    712.25        12         23      afam  yes   midwest       no
## 6665    546.06        12          8      cauc  yes   midwest       no
## 6666    141.09        12          2      cauc  yes   midwest       no
## 6667    667.69        12         38      cauc  yes   midwest       no
## 6668    384.62        14          5      cauc  yes   midwest       no
## 6669    171.13        17         -1      cauc  yes   midwest      yes
## 6670    593.54        13         18      cauc  yes   midwest       no
## 6671    308.64        12         15      cauc  yes   midwest       no
## 6672   1020.89        12         34      cauc  yes   midwest       no
## 6673     61.75        12          1      cauc  yes   midwest      yes
## 6674    451.09        12         29      cauc  yes   midwest       no
## 6675    242.07        12         23      cauc  yes   midwest       no
## 6676    462.96        14         33      cauc  yes   midwest       no
## 6677    138.68        13         -1      cauc  yes   midwest       no
## 6678    172.36        14          0      cauc  yes   midwest       no
## 6679    353.09        16         20      cauc  yes   midwest       no
## 6680   1009.02        13         42      cauc  yes   midwest       no
## 6681    311.02        12          4      cauc  yes   midwest       no
## 6682   1089.74        12         35      cauc  yes   midwest       no
## 6683    636.37        14          4      cauc  yes   midwest       no
## 6684    789.53        12         15      cauc  yes   midwest       no
## 6685    617.28        13         14      afam  yes   midwest       no
## 6686    688.51        12         36      cauc  yes   midwest       no
## 6687   1092.12        14         25      cauc  yes   midwest       no
## 6688    854.70        18         10      cauc  yes   midwest       no
## 6689    949.67        12         40      cauc  yes   midwest       no
## 6690    997.15        17         16      cauc  yes   midwest       no
## 6691    688.51        16         12      cauc  yes   midwest       no
## 6692    543.68        12         34      cauc  yes   midwest       no
## 6693    218.11        11          3      cauc  yes   midwest       no
## 6694    783.48        13         37      cauc  yes   midwest       no
## 6695    823.98        12         12      cauc  yes   midwest       no
## 6696    246.91         7         44      cauc  yes   midwest       no
## 6697    529.10        12          7      cauc  yes   midwest       no
## 6698    456.25        12          3      cauc  yes   midwest       no
## 6699    356.13        14          8      cauc  yes   midwest       no
## 6700    816.31        17         25      cauc  yes   midwest       no
## 6701    546.06        11         13      cauc  yes   midwest       no
## 6702   1305.79        16         23      cauc  yes   midwest       no
## 6703    652.90        11         13      cauc  yes   midwest       no
## 6704    949.67        17          5      cauc  yes   midwest       no
## 6705    391.74        12          6      cauc  yes   midwest       no
## 6706    684.71        13         11      cauc  yes   midwest       no
## 6707   1274.93        16         19      cauc  yes   midwest       no
## 6708   1495.73        18         26      cauc  yes   midwest       no
## 6709    949.67        18         15      cauc  yes   midwest       no
## 6710    949.67        12         24      cauc  yes   midwest       no
## 6711    781.10        16          4      cauc  yes   midwest       no
## 6712    845.20        14         13      cauc  yes   midwest       no
## 6713    759.73        12          8      cauc  yes   midwest       no
## 6714    546.06         8         31      cauc  yes   midwest       no
## 6715    451.09        11         35      cauc  yes   midwest       no
## 6716    952.38        14         21      cauc  yes   midwest       no
## 6717    123.46         9          5      afam  yes   midwest       no
## 6718     94.97        18          4      cauc  yes   midwest       no
## 6719    138.89        11          1      afam  yes   midwest      yes
## 6720    522.32        12         21      cauc  yes   midwest       no
## 6721    388.01        12         23      cauc  yes   midwest       no
## 6722    593.54        14         15      cauc  yes   midwest       no
## 6723    650.52         1         25      cauc  yes   midwest       no
## 6724    407.17        16         10      afam  yes   midwest       no
## 6725    384.62        16         37      cauc  yes   midwest       no
## 6726    854.70        12         25      cauc  yes   midwest       no
## 6727    213.68        12          4      cauc  yes   midwest       no
## 6728    830.96        12         33      cauc  yes   midwest       no
## 6729    474.83        12          3      cauc  yes   midwest       no
## 6730    599.65        12         22      afam  yes   midwest       no
## 6731    123.46        16         -2      cauc  yes   midwest      yes
## 6732    474.83        13          7      cauc  yes   midwest       no
## 6733    949.67        16         40      cauc  yes   midwest       no
## 6734    997.15        10         38      cauc  yes   midwest       no
## 6735    498.58        14         12      cauc  yes   midwest       no
## 6736   1139.60        16          5      cauc  yes   midwest       no
## 6737    997.15        12         50      cauc  yes   midwest       no
## 6738    474.83        12          7      cauc  yes   midwest       no
## 6739    617.28        11         33      cauc  yes   midwest       no
## 6740    213.68        12          1      cauc  yes   midwest       no
## 6741    783.48        12          9      cauc  yes   midwest       no
## 6742    688.51        12         37      afam  yes   midwest       no
## 6743    261.16        11          7      afam  yes   midwest       no
## 6744    593.54        12         13      cauc  yes   midwest       no
## 6745    486.70        12         11      cauc  yes   midwest       no
## 6746    462.96        12          8      afam  yes   midwest       no
## 6747    356.13        12         11      afam  yes   midwest       no
## 6748    474.83         9         45      afam  yes   midwest       no
## 6749    462.96        16         26      cauc  yes   midwest       no
## 6750   1295.87        11         32      cauc  yes   midwest       no
## 6751    284.90        10         47      cauc  yes   midwest      yes
## 6752    830.96        17         28      cauc  yes   midwest       no
## 6753    214.71        16          2      cauc  yes   midwest       no
## 6754    142.45        16          0      cauc  yes   midwest      yes
## 6755    759.73        14          5      cauc  yes   midwest       no
## 6756    902.18         8         45      cauc  yes   midwest       no
## 6757   1721.27        14         39      cauc  yes   midwest       no
## 6758    993.02        12         16      cauc  yes   midwest       no
## 6759    688.51        12         24      cauc  yes   midwest       no
## 6760    641.03        12         22      cauc  yes   midwest       no
## 6761    261.16        12          8      cauc  yes   midwest       no
## 6762    370.37        12          6      cauc  yes   midwest       no
## 6763   1495.73        14         27      cauc  yes   midwest       no
## 6764    641.03        12         46      cauc  yes   midwest       no
## 6765    430.67        14         11      afam  yes   midwest       no
## 6766    997.15        14         10      cauc  yes   midwest       no
## 6767    370.37        15          5      cauc  yes   midwest       no
## 6768    973.41        12         34      cauc  yes   midwest       no
## 6769    698.37        12         28      cauc  yes   midwest       no
## 6770    218.42        17         11      cauc  yes   midwest       no
## 6771    707.30        14         38      cauc  yes   midwest       no
## 6772    841.76        12         18      cauc  yes   midwest       no
## 6773    427.35        12         15      cauc  yes   midwest       no
## 6774    279.58        16          3      cauc  yes   midwest       no
## 6775    411.52        10         40      afam  yes   midwest       no
## 6776    664.77        16         39      afam  yes   midwest       no
## 6777    918.80         9         43      cauc  yes   midwest       no
## 6778    332.38        13         25      afam  yes   midwest       no
## 6779   1187.08        16         23      cauc  yes   midwest       no
## 6780   1187.08        14         25      cauc  yes   midwest       no
## 6781    854.70        12         22      cauc  yes   midwest       no
## 6782   2374.15        16         28      cauc  yes   midwest      yes
## 6783   1519.47        16         10      cauc  yes   midwest       no
## 6784    854.70        14         17      cauc  yes   midwest       no
## 6785    807.22        18         18      cauc  yes   midwest       no
## 6786   1899.34        18         15      cauc  yes   midwest       no
## 6787    211.64        14          0      cauc  yes   midwest      yes
## 6788    902.18        13         20      cauc  yes   midwest       no
## 6789    858.95        18          6      cauc  yes   midwest       no
## 6790    543.68        14          6      cauc  yes   midwest       no
## 6791    228.40        11         33      cauc  yes   midwest      yes
## 6792    123.46        12          5      cauc  yes   midwest       no
## 6793   1044.63        16         12      cauc  yes   midwest       no
## 6794    617.28        14          8      cauc  yes   midwest       no
## 6795    209.88         7         48      afam  yes   midwest       no
## 6796    344.25         9         37      afam  yes   midwest       no
## 6797    389.36        15          4      afam  yes   midwest       no
## 6798    420.23        11         17      cauc  yes   midwest       no
## 6799    755.34        12         15      cauc  yes   midwest       no
## 6800    522.32        14         17      cauc  yes   midwest       no
## 6801    154.32        12          0      cauc  yes   midwest       no
## 6802    237.42        11          4      cauc  yes   midwest       no
## 6803    712.25        12         14      cauc  yes   midwest       no
## 6804   1056.51        18         14      cauc  yes   midwest       no
## 6805    973.41        14         26      cauc  yes   midwest       no
## 6806    801.28        16         12      cauc  yes   midwest       no
## 6807    593.54        15         31      cauc  yes   midwest       no
## 6808    522.32        16          5      cauc  yes   midwest       no
## 6809    493.83        12          9      cauc  yes   midwest       no
## 6810    617.28        18         15      cauc  yes   midwest       no
## 6811    500.50        12         18      cauc  yes   midwest       no
## 6812    376.54        12          2      cauc  yes   midwest       no
## 6813    498.58         9         28      afam  yes   midwest       no
## 6814    370.37        16          4      cauc  yes   midwest       no
## 6815    878.44        16          8      cauc  yes   midwest       no
## 6816    498.58        16          5      cauc  yes   midwest       no
## 6817    498.58        16          7      cauc  yes   midwest       no
## 6818    366.51        12         22      cauc  yes   midwest       no
## 6819   1305.79        18         21      cauc  yes   midwest       no
## 6820   1115.86        16         37      cauc  yes   midwest       no
## 6821    820.47        12         26      cauc  yes   midwest       no
## 6822    159.81        12          3      cauc  yes   midwest       no
## 6823   1068.38        14         42      cauc  yes   midwest       no
## 6824    142.45        14          2      cauc  yes   midwest       no
## 6825    712.25        12         21      cauc  yes   midwest       no
## 6826    641.03        12          8      cauc  yes   midwest       no
## 6827    232.74        11         12      cauc  yes   midwest       no
## 6828    237.42        15         -1      cauc  yes   midwest      yes
## 6829    264.55        12         15      afam  yes   midwest       no
## 6830    332.38        12         20      cauc  yes   midwest       no
## 6831    617.28        14          8      afam  yes   midwest       no
## 6832    546.06        12          7      cauc  yes   midwest       no
## 6833    459.37        16          6      cauc  yes   midwest       no
## 6834    427.35        16          3      cauc  yes   midwest       no
## 6835    546.06        14          3      cauc  yes   midwest       no
## 6836    138.57        16          3      cauc  yes   midwest       no
## 6837    902.18        12         17      cauc  yes   midwest       no
## 6838    617.28        13         46      cauc  yes   midwest       no
## 6839   1187.08        16          9      cauc  yes   midwest       no
## 6840   2136.75        15         22      cauc  yes   midwest       no
## 6841   1044.63        18          7      cauc  yes   midwest       no
## 6842   1163.34        18         25      cauc  yes   midwest       no
## 6843    284.90        16          2      cauc  yes   midwest      yes
## 6844    474.83        10         26      cauc  yes   midwest       no
## 6845    356.13        12          9      cauc  yes   midwest       no
## 6846    557.93        11         10      cauc  yes   midwest       no
## 6847    522.32         9         14      cauc  yes   midwest       no
## 6848    213.68        10         14      cauc  yes   midwest       no
## 6849    143.66        12          2      cauc  yes   midwest       no
## 6850    664.77        13         21      cauc  yes   midwest       no
## 6851    641.03        13         15      cauc  yes   midwest       no
## 6852    641.03        13         22      cauc  yes   midwest       no
## 6853    248.71        12          9      cauc  yes   midwest       no
## 6854    257.20        12         14      cauc  yes   midwest       no
## 6855    807.22        12         22      cauc  yes   midwest       no
## 6856    332.38        12         38      cauc  yes   midwest      yes
## 6857    747.86        16          7      cauc  yes   midwest       no
## 6858   1970.56        18         24      cauc  yes   midwest       no
## 6859    296.77        12          3      cauc  yes   midwest       no
## 6860   1310.54        16         19      cauc  yes   midwest       no
## 6861   6558.64        12         40      cauc  yes   midwest       no
## 6862    973.41        16          8      cauc  yes   midwest       no
## 6863    878.44        16         28      cauc  yes   midwest       no
## 6864    100.31        14          0      cauc  yes   midwest       no
## 6865    379.87        12         13      afam  yes   midwest       no
## 6866    411.52        10         12      cauc  yes   midwest       no
## 6867    302.66        12         38      cauc  yes   midwest       no
## 6868    332.38        12         33      cauc  yes   midwest       no
## 6869    858.12        12         43      cauc  yes   midwest       no
## 6870    685.19        10         49      cauc  yes   midwest       no
## 6871    524.69        12         42      afam  yes   midwest       no
## 6872    593.54        10         43      afam  yes   midwest       no
## 6873    830.96        16          7      cauc  yes   midwest       no
## 6874    396.49        18          3      cauc  yes   midwest      yes
## 6875    342.94        12          8      cauc  yes   midwest       no
## 6876   2374.15        18         11      cauc  yes   midwest       no
## 6877    332.38        11         15      afam  yes   midwest       no
## 6878   2374.15        18         34      cauc  yes   midwest       no
## 6879    172.84        14         -1      cauc  yes   midwest       no
## 6880    949.67        18         27      cauc  yes   midwest       no
## 6881    593.54        18          0      cauc  yes   midwest       no
## 6882    113.96        12         37      afam  yes   midwest      yes
## 6883    830.96        12         14      cauc  yes   midwest       no
## 6884   1424.50        16         37      cauc  yes   midwest       no
## 6885    542.76        12          6      cauc  yes   midwest       no
## 6886    546.06        16          4      cauc  yes   midwest       no
## 6887    432.08        12         40      cauc  yes   midwest       no
## 6888    902.18        12         29      cauc  yes   midwest       no
## 6889    735.99        12         24      cauc  yes   midwest       no
## 6890    143.99        13         -1      cauc  yes   midwest      yes
## 6891    543.02        14         16      cauc  yes   midwest       no
## 6892    949.67        16         36      cauc  yes   midwest       no
## 6893   1115.86        16         22      cauc  yes   midwest       no
## 6894    565.84        16         15      cauc  yes   midwest       no
## 6895   1068.38        18         24      cauc  yes   midwest       no
## 6896    172.84        16         -1      cauc  yes   midwest      yes
## 6897   1007.81        14         43      cauc  yes   midwest       no
## 6898    246.91        18          1      cauc  yes   midwest      yes
## 6899   1068.38        18         13      cauc  yes   midwest       no
## 6900    257.20        16          0      cauc  yes   midwest       no
## 6901    130.58        16          0      cauc  yes   midwest      yes
## 6902    261.16        13          3      cauc  yes   midwest       no
## 6903     55.56        16         -1      cauc  yes   midwest      yes
## 6904     74.07         7         53      cauc  yes   midwest      yes
## 6905   1661.92        14         19      cauc  yes   midwest       no
## 6906   1068.38        16         11      cauc  yes   midwest       no
## 6907    641.03        12         34      cauc  yes   midwest       no
## 6908    712.25        12         28      cauc  yes   midwest       no
## 6909    403.61        12         15      cauc  yes   midwest       no
## 6910    949.67        16         11      cauc  yes   midwest       no
## 6911    807.22        16         10      cauc  yes   midwest       no
## 6912    222.22        12          9      cauc  yes   midwest       no
## 6913    522.32        12         18      afam  yes   midwest       no
## 6914    370.82        11         36      cauc  yes   midwest       no
## 6915    680.50        12         26      cauc  yes   midwest       no
## 6916    212.16        12          2      cauc  yes   midwest       no
## 6917     61.73        11          1      cauc  yes   midwest       no
## 6918    937.80        17         19      cauc  yes   midwest       no
## 6919    633.90        12         29      afam  yes   midwest       no
## 6920    641.03        11         31      afam  yes   midwest       no
## 6921    379.87        15          3      afam  yes   midwest       no
## 6922    569.80        12         26      cauc  yes   midwest       no
## 6923    569.80        12          5      cauc  yes   midwest       no
## 6924    129.63        13          0      cauc  yes   midwest       no
## 6925    185.19        12         26      cauc  yes   midwest      yes
## 6926    641.03        16         37      cauc  yes   midwest       no
## 6927   1020.89        16         16      cauc  yes   midwest       no
## 6928    700.38        16          7      cauc  yes   midwest       no
## 6929    185.19        11          3      cauc  yes   midwest       no
## 6930    474.83        11         27      afam  yes   midwest       no
## 6931   1020.89        18         20      cauc  yes   midwest       no
## 6932    415.48        16          9      cauc  yes   midwest       no
## 6933    664.77        13         23      cauc  yes   midwest       no
## 6934    807.22        14         15      cauc  yes   midwest       no
## 6935   1468.52        17         31      cauc  yes   midwest       no
## 6936    152.78        14          0      cauc  yes   midwest      yes
## 6937    509.93        12         23      cauc  yes   midwest       no
## 6938   1139.60        12         23      cauc  yes   midwest       no
## 6939    617.28        10         27      cauc  yes   midwest       no
## 6940    878.44        12         11      cauc  yes   midwest       no
## 6941    454.65        12          9      cauc  yes   midwest       no
## 6942    830.96        12         14      cauc  yes   midwest       no
## 6943    925.93        12         34      cauc  yes   midwest       no
## 6944    403.61        12          4      cauc  yes   midwest       no
## 6945    237.42        10          2      cauc  yes   midwest       no
## 6946    411.52        11         34      cauc  yes   midwest       no
## 6947    512.82        16          4      cauc  yes   midwest       no
## 6948   1590.69        12         30      cauc  yes   midwest       no
## 6949    237.42        13          4      cauc  yes   midwest       no
## 6950    641.03        12         31      cauc  yes   midwest       no
## 6951    914.06        16          8      cauc  yes   midwest       no
## 6952    664.77        14         26      cauc  yes   midwest       no
## 6953    878.44        17         24      cauc  yes   midwest       no
## 6954    664.77        18          6      afam  yes   midwest       no
## 6955    807.22        14         26      cauc  yes   midwest       no
## 6956    180.44        15         -1      cauc  yes   midwest       no
## 6957    830.96        18         10      cauc  yes   midwest       no
## 6958    557.93        12         15      cauc  yes   midwest       no
## 6959    830.96        12         28      cauc  yes   midwest       no
## 6960    593.54        12         20      cauc  yes   midwest       no
## 6961    394.01         8         35      cauc  yes   midwest       no
## 6962    142.45        12          4      cauc  yes   midwest       no
## 6963   1286.01        12         12      cauc  yes   midwest       no
## 6964    428.06        18         35      cauc  yes   midwest       no
## 6965    308.64        11         12      cauc  yes   midwest       no
## 6966   1160.97        16         16      cauc  yes   midwest       no
## 6967    735.99        16         22      cauc  yes   midwest       no
## 6968    142.45        14          0      cauc  yes   midwest      yes
## 6969   1471.98        17         11      cauc  yes   midwest       no
## 6970    353.91        16         -1      cauc  yes   midwest       no
## 6971     74.07        13          0      cauc  yes   midwest      yes
## 6972    712.25        12         27      cauc  yes   midwest       no
## 6973    344.65        13         18      cauc  yes   midwest       no
## 6974    830.96        12         21      cauc  yes   midwest       no
## 6975    854.70        14         21      cauc  yes   midwest       no
## 6976    949.67        12         12      cauc  yes   midwest       no
## 6977    581.03        16         22      cauc  yes   midwest       no
## 6978    949.67        12         27      cauc  yes   midwest       no
## 6979    296.77        12         21      cauc  yes   midwest       no
## 6980    514.40        12         13      cauc  yes   midwest       no
## 6981     59.67        14         34      afam  yes   midwest       no
## 6982    580.97        11         26      afam  yes   midwest       no
## 6983    358.02        12         13      cauc  yes   midwest       no
## 6984    299.28        12         27      cauc  yes   midwest       no
## 6985    403.61        14         33      cauc  yes   midwest       no
## 6986    830.96        16         37      cauc  yes   midwest       no
## 6987    569.80        14         16      cauc  yes   midwest       no
## 6988    830.96        12         37      cauc  yes   midwest       no
## 6989   1058.20        12         11      cauc  yes   midwest       no
## 6990    522.32        12         23      cauc  yes   midwest       no
## 6991    617.28        16          8      cauc  yes   midwest       no
## 6992    907.41        12         45      cauc  yes   midwest       no
## 6993    606.91        13         22      cauc  yes   midwest       no
## 6994    978.68        17         16      cauc  yes   midwest       no
## 6995    284.90        12          8      cauc  yes   midwest       no
## 6996    891.63        12          9      cauc  yes   midwest       no
## 6997    498.58        12         14      cauc  yes   midwest      yes
## 6998   1543.21        18         36      cauc  yes   midwest       no
## 6999    641.03        12          6      cauc  yes   midwest       no
## 7000    807.22        12          6      cauc  yes   midwest       no
## 7001    522.32        12          6      cauc  yes   midwest       no
## 7002    474.83        11         22      cauc  yes   midwest       no
## 7003    284.90        12         21      cauc  yes   midwest       no
## 7004    617.28        13         20      cauc  yes   midwest       no
## 7005    246.91        10         17      afam  yes   midwest       no
## 7006     92.59        16         13      cauc  yes   midwest      yes
## 7007    522.32        12          7      cauc  yes   midwest       no
## 7008    474.83        14          5      cauc  yes   midwest       no
## 7009   1543.21        10         38      cauc  yes   midwest       no
## 7010    902.18        12         27      cauc  yes   midwest       no
## 7011    712.25        15         13      cauc  yes   midwest       no
## 7012   1305.79        18         23      cauc  yes   midwest       no
## 7013    164.61        13          0      cauc  yes   midwest       no
## 7014   1187.08        16          6      cauc  yes   midwest       no
## 7015    785.61        15         27      cauc  yes   midwest       no
## 7016    403.61        11         10      cauc  yes   midwest       no
## 7017    308.64        12          4      cauc  yes   midwest       no
## 7018   1187.08        16         33      cauc  yes   midwest       no
## 7019   1424.50        18         32      cauc  yes   midwest       no
## 7020    237.42        12          8      cauc  yes   midwest       no
## 7021    641.03        12         34      cauc  yes   midwest       no
## 7022    345.37        12          7      cauc  yes   midwest       no
## 7023    191.36        11         40      cauc  yes   midwest       no
## 7024    783.48        16          2      cauc  yes   midwest       no
## 7025     99.72        16          1      cauc  yes   midwest       no
## 7026    503.32        16          2      cauc  yes   midwest       no
## 7027    900.21        12         17      cauc  yes   midwest       no
## 7028    641.03        12         11      cauc  yes   midwest       no
## 7029    551.62        12         31      cauc  yes   midwest       no
## 7030    308.64        12          4      cauc  yes   midwest       no
## 7031    474.83        12          2      cauc  yes   midwest       no
## 7032    688.51        12         22      cauc  yes   midwest       no
## 7033    830.96        10         32      cauc  yes   midwest       no
## 7034    593.54        12         13      cauc  yes   midwest       no
## 7035    712.25         8         46      cauc  yes   midwest       no
## 7036    617.28        12         26      cauc  yes   midwest       no
## 7037   1471.98        18         27      cauc  yes   midwest       no
## 7038    356.13        12          4      cauc  yes   midwest       no
## 7039    474.83        14         27      cauc  yes   midwest       no
## 7040    493.83        12          7      cauc  yes   midwest       no
## 7041    189.93        15          1      cauc  yes   midwest       no
## 7042    347.22        16         13      cauc  yes   midwest       no
## 7043    928.77        17         22      cauc  yes   midwest       no
## 7044    154.32        15          0      cauc  yes   midwest      yes
## 7045    226.34        14         -1      cauc  yes   midwest       no
## 7046    284.90        12         14      cauc  yes   midwest       no
## 7047    721.75        14         30      cauc  yes   midwest       no
## 7048    142.45        12         51      cauc  yes   midwest       no
## 7049     71.23        12          6      afam  yes   midwest       no
## 7050    409.07        12         14      cauc  yes   midwest       no
## 7051    498.58        12         10      cauc  yes   midwest       no
## 7052    185.19        14         35      cauc  yes   midwest      yes
## 7053    199.05        11         10      cauc  yes   midwest       no
## 7054   1543.21        12         42      cauc  yes   midwest       no
## 7055    569.80        12         13      cauc  yes   midwest       no
## 7056    222.68        12         11      cauc  yes   midwest       no
## 7057    723.79        12         17      cauc  yes   midwest       no
## 7058    664.77        14         33      cauc  yes   midwest       no
## 7059    567.36        13         13      cauc  yes   midwest       no
## 7060    189.93        12          4      cauc  yes   midwest       no
## 7061    949.67         7         48      cauc  yes   midwest       no
## 7062   1424.50        15         40      cauc  yes   midwest       no
## 7063    320.99        16         11      cauc  yes   midwest       no
## 7064    712.25        18         15      cauc  yes   midwest       no
## 7065    296.30        12         45      cauc  yes   midwest      yes
## 7066    363.11        16         11      cauc  yes   midwest       no
## 7067    555.56        16          4      cauc  yes   midwest       no
## 7068    308.64        10         27      cauc  yes   midwest       no
## 7069    194.19        12          3      cauc  yes   midwest       no
## 7070    878.44        12         22      cauc  yes   midwest       no
## 7071   1044.63        17          2      cauc  yes   midwest       no
## 7072    593.54        12         13      cauc  yes   midwest       no
## 7073    308.64        12          5      cauc  yes   midwest       no
## 7074    807.22        12         34      cauc  yes   midwest       no
## 7075    356.13        13          3      cauc  yes   midwest       no
## 7076   1058.20        16         23      cauc  yes   midwest       no
## 7077    370.37        15          0      cauc  yes   midwest       no
## 7078    339.51        13         -1      cauc  yes   midwest       no
## 7079    577.40        14         41      cauc  yes   midwest       no
## 7080   1103.40        12         40      cauc  yes   midwest       no
## 7081    403.61        12         31      cauc  yes   midwest       no
## 7082     61.73        10          2      cauc  yes   midwest      yes
## 7083   1068.38        12          7      cauc  yes   midwest       no
## 7084    739.96        12         43      cauc  yes   midwest       no
## 7085    443.97        12          9      cauc  yes   midwest       no
## 7086    324.51        12         33      cauc  yes   midwest      yes
## 7087   1780.63        17         16      cauc  yes   midwest       no
## 7088   2374.15        18         24      cauc  yes   midwest       no
## 7089   1020.89        15         26      cauc  yes   midwest       no
## 7090    569.80         7         54      afam  yes   midwest       no
## 7091    759.73        16          6      cauc  yes   midwest       no
## 7092   1322.75        16         45      cauc  yes   midwest       no
## 7093    474.83        12         19      cauc  yes   midwest       no
## 7094    830.96        12         38      cauc  yes   midwest       no
## 7095    344.25        12         13      cauc  yes   midwest       no
## 7096    315.76        12          6      cauc  yes   midwest       no
## 7097    859.45        12         12      cauc  yes   midwest       no
## 7098    293.21        10         31      cauc  yes   midwest       no
## 7099   1066.00        18         16      cauc  yes   midwest       no
## 7100    593.54        10         38      cauc  yes   midwest       no
## 7101    269.94        12          7      cauc  yes   midwest       no
## 7102    525.40        13          8      cauc  yes   midwest       no
## 7103    788.22        13         10      cauc  yes   midwest       no
## 7104    375.31        12          4      cauc  yes   midwest       no
## 7105    590.08        12          6      cauc  yes   midwest       no
## 7106    427.35        17          1      cauc  yes   midwest       no
## 7107    973.41        16         16      cauc  yes   midwest       no
## 7108    902.18        18         10      cauc  yes   midwest       no
## 7109    949.67        12         11      cauc  yes   midwest       no
## 7110   1102.29        10         14      cauc  yes   midwest       no
## 7111    997.15        16         33      cauc  yes   midwest       no
## 7112   1543.21        12         33      cauc  yes   midwest       no
## 7113    973.41        13         16      cauc  yes   midwest       no
## 7114    427.35        16          3      cauc  yes   midwest       no
## 7115    807.22        18         13      cauc  yes   midwest       no
## 7116    925.93        18         16      cauc  yes   midwest       no
## 7117    783.48        13          2      cauc  yes   midwest       no
## 7118    181.55        16          0      cauc  yes   midwest      yes
## 7119    193.66        15         -1      cauc  yes   midwest      yes
## 7120    108.64        13          0      cauc  yes   midwest      yes
## 7121    493.83        12         34      cauc  yes   midwest       no
## 7122    172.33        12          1      cauc  yes   midwest       no
## 7123    774.91        13         36      cauc  yes   midwest       no
## 7124    641.03        12         34      cauc  yes   midwest       no
## 7125    617.28        18          6      cauc  yes   midwest       no
## 7126    664.77        12         22      cauc  yes   midwest       no
## 7127    277.78        12          1      cauc  yes   midwest       no
## 7128    557.93        12         12      cauc  yes   midwest       no
## 7129    401.23        16         11      cauc  yes   midwest       no
## 7130    612.54        12         15      cauc  yes   midwest       no
## 7131   1251.89        12         38      cauc  yes   midwest       no
## 7132    997.15        13         11      cauc  yes   midwest       no
## 7133    170.06        12          7      afam  yes   midwest       no
## 7134     77.16        12          4      afam  yes   midwest      yes
## 7135    878.44        12         31      afam  yes   midwest       no
## 7136    705.47        14          9      cauc  yes   midwest       no
## 7137   1028.81        12         25      cauc  yes   midwest       no
## 7138    727.23        13         22      cauc  yes   midwest       no
## 7139    830.96        16         11      cauc  yes   midwest       no
## 7140    603.57        16          5      cauc  yes   midwest       no
## 7141    356.13        12         16      cauc  yes   midwest       no
## 7142    740.74        12         11      cauc  yes   midwest       no
## 7143   1139.60        16         18      cauc  yes   midwest       no
## 7144    883.19        12         38      cauc  yes   midwest       no
## 7145   1068.38        16         36      cauc  yes   midwest       no
## 7146    451.09         8         43      cauc  yes   midwest       no
## 7147    474.83        17         36      cauc  yes   midwest       no
## 7148    712.25        13          7      cauc  yes   midwest       no
## 7149     92.59        11          1      cauc  yes   midwest      yes
## 7150    605.41        16         11      afam  yes   midwest       no
## 7151    735.99        16          6      cauc  yes   midwest       no
## 7152    617.28        16         43      cauc  yes   midwest       no
## 7153    830.96        13         38      cauc  yes   midwest       no
## 7154    783.48        12         14      cauc  yes   midwest       no
## 7155    381.43        16          4      cauc  yes   midwest      yes
## 7156    294.25        14          9      cauc  yes   midwest       no
## 7157    356.13        12          7      cauc  yes   midwest       no
## 7158    391.74        12          3      cauc  yes   midwest       no
## 7159    332.38        16          8      cauc  yes   midwest       no
## 7160    830.96         6         44      cauc  yes   midwest       no
## 7161    830.96        12         23      cauc  yes   midwest       no
## 7162    876.07        12         14      cauc  yes   midwest       no
## 7163    617.28        12         10      cauc  yes   midwest       no
## 7164    271.60        15         15      afam  yes   midwest       no
## 7165   1187.08        16         11      cauc  yes   midwest       no
## 7166   1234.57        18         26      cauc  yes   midwest       no
## 7167   1237.25        18          9      cauc  yes   midwest       no
## 7168    878.44        13         24      cauc  yes   midwest       no
## 7169    138.45        12          8      cauc  yes   midwest       no
## 7170   1689.26        12         35      cauc  yes   midwest       no
## 7171     67.02        12          5      cauc  yes   midwest       no
## 7172    830.96        12         23      cauc  yes   midwest       no
## 7173    510.45        14         10      cauc  yes   midwest       no
## 7174    854.70        14         11      cauc  yes   midwest       no
## 7175    451.09        16          3      cauc  yes   midwest       no
## 7176    617.28        11         15      cauc  yes   midwest       no
## 7177    522.32        14         31      cauc  yes   midwest       no
## 7178    128.60        15         -2      cauc  yes   midwest      yes
## 7179    411.52        14          7      cauc  yes   midwest       no
## 7180    546.06        12         17      cauc  yes   midwest       no
## 7181    427.35        12         14      cauc  yes   midwest       no
## 7182    381.08        12          8      cauc  yes   midwest       no
## 7183    585.19        11         31      cauc  yes   midwest       no
## 7184    185.19        14         45      cauc  yes   midwest      yes
## 7185    830.96        14          7      cauc  yes   midwest       no
## 7186    451.09        12         13      cauc  yes   midwest       no
## 7187    588.79        14          7      cauc  yes   midwest       no
## 7188   1139.60        16         22      cauc  yes   midwest       no
## 7189    759.73        18         10      cauc  yes   midwest       no
## 7190   2374.15        18         21      cauc  yes   midwest       no
## 7191    870.71        16         41      cauc  yes   midwest       no
## 7192    852.33        16          8      cauc  yes   midwest       no
## 7193    356.13        12         11      cauc  yes   midwest       no
## 7194    888.89        13         18      cauc  yes   midwest       no
## 7195    617.28        15          6      cauc  yes   midwest       no
## 7196    871.46        12         20      cauc  yes   midwest       no
## 7197    569.80        12          8      cauc  yes   midwest       no
## 7198    284.90         9         19      cauc  yes   midwest       no
## 7199    284.90         9         48      cauc  yes   midwest      yes
## 7200    370.37        12          7      afam  yes   midwest       no
## 7201    807.22        12         16      cauc  yes   midwest       no
## 7202    688.51        12         16      cauc  yes   midwest       no
## 7203    569.80        16          7      cauc  yes   midwest       no
## 7204    417.85        11          9      cauc  yes   midwest       no
## 7205    237.42        14         33      cauc  yes   midwest       no
## 7206    223.27        14          7      cauc  yes   midwest       no
## 7207   1059.09        18          2      cauc  yes   midwest       no
## 7208    964.81        16          4      cauc  yes   midwest       no
## 7209    522.32        11         35      cauc  yes   midwest       no
## 7210    949.67        13         37      cauc  yes   midwest       no
## 7211    902.18        12         29      cauc  yes   midwest       no
## 7212    759.73        13         22      cauc  yes   midwest       no
## 7213    225.55        12         27      afam  yes   midwest       no
## 7214    650.05        14         18      cauc  yes   midwest       no
## 7215    265.89        12         34      cauc  yes   midwest       no
## 7216    249.29        12          9      cauc  yes   midwest       no
## 7217    104.94        12          6      cauc  yes   midwest       no
## 7218    284.90        12         10      cauc  yes   midwest       no
## 7219    712.25        12         28      cauc  yes   midwest       no
## 7220    253.26        14          0      cauc  yes   midwest       no
## 7221    403.61        13          9      cauc  yes   midwest       no
## 7222    617.28        10         24      cauc  yes   midwest       no
## 7223    771.60        12         31      cauc  yes   midwest       no
## 7224     83.10        12          0      cauc  yes   midwest      yes
## 7225    759.73        12         31      cauc  yes   midwest       no
## 7226    176.37        11         17      cauc  yes   midwest       no
## 7227    546.06        12         23      cauc  yes   midwest       no
## 7228     78.35        12          3      cauc  yes   midwest      yes
## 7229    823.05        12         16      cauc  yes   midwest       no
## 7230    569.80        12         15      cauc  yes   midwest       no
## 7231    830.96        12         24      cauc  yes   midwest       no
## 7232    830.96        12         31      cauc  yes   midwest       no
## 7233    712.25        16         19      cauc  yes   midwest       no
## 7234    308.64        12          6      cauc  yes   midwest       no
## 7235   1116.99        14         24      cauc  yes   midwest       no
## 7236    712.25        14         20      cauc  yes   midwest       no
## 7237    973.41        17          4      cauc  yes   midwest       no
## 7238    444.44        12          3      cauc  yes   midwest       no
## 7239    237.42        11         16      cauc  yes   midwest       no
## 7240    142.45        11          7      cauc  yes   midwest       no
## 7241   1068.38        16         18      cauc  yes   midwest       no
## 7242   1079.63        14         32      cauc  yes   midwest       no
## 7243   1661.92        16         18      cauc  yes   midwest       no
## 7244    182.95        14          0      cauc   no   midwest       no
## 7245    356.13        12         11      cauc   no   midwest       no
## 7246    712.25        12         41      cauc  yes   midwest       no
## 7247   1424.50        17         23      cauc  yes   midwest       no
## 7248   1139.60        17         16      cauc  yes   midwest       no
## 7249    830.96        16         24      cauc  yes   midwest       no
## 7250    448.93        15          0      cauc  yes   midwest       no
## 7251    427.35        12         33      cauc  yes   midwest       no
## 7252    213.68        12         10      cauc  yes   midwest       no
## 7253    712.25         9         37      cauc  yes   midwest       no
## 7254   1115.86        10         40      cauc  yes   midwest       no
## 7255    641.03        16          3      cauc   no   midwest       no
## 7256    939.35        12         16      cauc  yes   midwest       no
## 7257    246.91        12          1      cauc  yes   midwest       no
## 7258   1210.83        13         34      cauc   no   midwest       no
## 7259     60.99        12          0      cauc   no   midwest      yes
## 7260   1210.83        12         30      cauc   no   midwest       no
## 7261    474.83        14          2      cauc   no   midwest       no
## 7262    725.55        12         34      cauc   no   midwest       no
## 7263    759.73        12         21      cauc   no   midwest       no
## 7264    462.96        14         10      cauc   no   midwest       no
## 7265    593.54        12         10      cauc   no   midwest       no
## 7266    783.48        16          4      cauc  yes   midwest       no
## 7267    949.67        13         31      cauc  yes   midwest       no
## 7268    189.43        12          3      cauc  yes   midwest       no
## 7269    641.03        12         23      cauc  yes   midwest       no
## 7270   1011.40        12         38      cauc  yes   midwest       no
## 7271    381.39        12         11      cauc   no   midwest       no
## 7272    375.24        12         13      cauc   no   midwest       no
## 7273    166.19        12         41      cauc   no   midwest      yes
## 7274    281.96        13         14      cauc   no   midwest       no
## 7275    131.87        12         15      cauc   no   midwest       no
## 7276    469.14        12          6      cauc  yes   midwest       no
## 7277    161.67        10         11      cauc  yes   midwest       no
## 7278   1187.08        16         32      cauc  yes   midwest       no
## 7279    590.76        14          9      cauc   no   midwest       no
## 7280   1139.60        13         39      cauc   no   midwest       no
## 7281    508.17        12         15      cauc   no   midwest       no
## 7282    403.61        12         21      cauc   no   midwest       no
## 7283    427.35        12         20      cauc  yes   midwest       no
## 7284    308.64        12         13      cauc  yes   midwest       no
## 7285    370.37        15         15      cauc  yes   midwest       no
## 7286    712.25        12         16      cauc  yes   midwest       no
## 7287   1068.38        12         17      cauc  yes   midwest       no
## 7288    712.25        12         12      cauc  yes   midwest       no
## 7289    379.87        12         37      cauc  yes   midwest      yes
## 7290    284.90        12          5      cauc  yes   midwest       no
## 7291    474.83        12         17      cauc   no   midwest       no
## 7292    712.25        12         22      cauc   no   midwest       no
## 7293    342.28        14         17      cauc   no   midwest       no
## 7294    183.87        12          4      cauc   no   midwest       no
## 7295    594.33        14         30      cauc   no   midwest       no
## 7296    200.66        12          5      cauc   no   midwest       no
## 7297    166.90        12          2      cauc   no   midwest       no
## 7298    522.88         4         44      cauc  yes   midwest       no
## 7299    641.03        12         32      cauc   no   midwest       no
## 7300    205.76        12         11      cauc   no   midwest       no
## 7301    212.77        12          8      cauc   no   midwest       no
## 7302     65.95        12          1      cauc   no   midwest       no
## 7303    593.54        12         25      cauc   no   midwest       no
## 7304    316.56        12          1      cauc   no   midwest       no
## 7305    925.93        12          7      cauc   no   midwest       no
## 7306    641.03        12         25      cauc   no   midwest       no
## 7307    535.38        12         12      cauc   no   midwest       no
## 7308    493.83         8         33      cauc  yes   midwest       no
## 7309    493.83        12         34      cauc  yes   midwest       no
## 7310    379.87        13          3      cauc  yes   midwest       no
## 7311    296.30        12          4      cauc   no   midwest       no
## 7312    997.15        12         31      cauc  yes   midwest       no
## 7313    261.16        12         40      cauc   no   midwest       no
## 7314   1014.11        12         24      cauc   no   midwest       no
## 7315    498.58        12          5      cauc   no   midwest       no
## 7316    242.17        12          1      cauc   no   midwest      yes
## 7317    754.72        13         16      cauc   no   midwest       no
## 7318    341.88         8         35      cauc   no   midwest       no
## 7319    593.54        17         13      cauc  yes   midwest       no
## 7320    866.57        17         29      cauc  yes   midwest       no
## 7321   1163.34        13         30      cauc   no   midwest       no
## 7322    165.88        12          4      cauc   no   midwest       no
## 7323   1187.08        12         19      cauc   no   midwest       no
## 7324    435.66        11          8      cauc   no   midwest      yes
## 7325    518.52        16          5      cauc   no   midwest       no
## 7326   1111.11        12         31      cauc  yes   midwest       no
## 7327    802.47        14         13      cauc  yes   midwest       no
## 7328   1139.60        12         25      cauc  yes   midwest       no
## 7329    664.77        12         34      cauc   no   midwest       no
## 7330   1030.39        13         21      cauc   no   midwest       no
## 7331   1187.08        13         25      cauc   no   midwest       no
## 7332    400.33        14         20      cauc   no   midwest       no
## 7333   1068.38        16          9      cauc   no   midwest       no
## 7334    902.18        16         35      cauc   no   midwest       no
## 7335    854.70         7         31      cauc   no   midwest       no
## 7336   1032.62         8         42      cauc  yes   midwest       no
## 7337    426.78        13         11      cauc  yes   midwest       no
## 7338    759.73        12         32      cauc  yes   midwest       no
## 7339    275.40        12         25      cauc  yes   midwest       no
## 7340    617.28        12         10      cauc   no   midwest       no
## 7341    220.46        12          8      cauc   no   midwest       no
## 7342    632.10        10         35      cauc  yes   midwest       no
## 7343    256.79         1         15      cauc   no   midwest       no
## 7344    794.63        12         40      cauc   no   midwest       no
## 7345    226.85        12          3      cauc   no   midwest       no
## 7346    717.81        14         15      cauc   no   midwest       no
## 7347    830.96        12         25      cauc  yes   midwest       no
## 7348    604.69        13         17      cauc   no   midwest       no
## 7349     71.23        12          3      cauc   no   midwest       no
## 7350    308.64        14         11      cauc   no   midwest       no
## 7351    513.70        12         46      cauc   no   midwest       no
## 7352    859.45        12         21      cauc  yes   midwest       no
## 7353    474.83        12          2      cauc  yes   midwest       no
## 7354    572.17        16         16      cauc  yes   midwest       no
## 7355    814.34        10         43      cauc  yes   midwest       no
## 7356    546.06        14          9      cauc  yes   midwest       no
## 7357    676.64        18         22      cauc  yes   midwest       no
## 7358    546.06        12         17      cauc  yes   midwest       no
## 7359   1139.60        12         20      cauc  yes   midwest       no
## 7360    427.35        12         20      cauc  yes   midwest       no
## 7361   1234.57        15         29      cauc  yes   midwest       no
## 7362    699.59        16          1      cauc  yes   midwest       no
## 7363    522.32        16          7      cauc  yes   midwest       no
## 7364    807.22        14         18      cauc  yes   midwest       no
## 7365    664.77        12         40      cauc  yes   midwest       no
## 7366    705.47         8         43      cauc  yes   midwest       no
## 7367    714.87        12         11      cauc  yes   midwest       no
## 7368   1187.08        12         33      cauc  yes   midwest       no
## 7369    593.54        14         10      cauc  yes   midwest       no
## 7370   1161.95        17         18      cauc  yes   midwest       no
## 7371    503.70        11          6      cauc   no   midwest       no
## 7372    327.40         9         41      cauc   no   midwest       no
## 7373     92.92        13         14      cauc   no   midwest       no
## 7374    860.46        12         23      cauc  yes   midwest       no
## 7375    546.06        12         15      cauc  yes   midwest       no
## 7376    280.15        12         10      cauc  yes   midwest       no
## 7377   1733.14        16         18      cauc  yes   midwest       no
## 7378   1899.34        16         13      cauc  yes   midwest       no
## 7379   1187.08        18         16      cauc  yes   midwest       no
## 7380   2136.75        18         11      cauc  yes   midwest       no
## 7381    498.58        12         16      cauc  yes   midwest       no
## 7382   1163.34        12         17      cauc  yes   midwest       no
## 7383   1495.73        16         28      cauc  yes   midwest       no
## 7384    353.91        12         15      cauc  yes   midwest       no
## 7385    391.74        12         15      cauc  yes   midwest       no
## 7386    759.73        16         23      cauc  yes   midwest       no
## 7387    643.78        12         20      cauc   no   midwest       no
## 7388    583.38        12         21      cauc  yes   midwest       no
## 7389   1582.54        12         33      cauc  yes   midwest       no
## 7390    830.96        12         35      cauc  yes   midwest       no
## 7391    425.24        12         23      cauc  yes   midwest       no
## 7392    712.25        15         15      afam  yes   midwest       no
## 7393    890.00        12         18      cauc   no   midwest       no
## 7394    284.90        13          3      cauc  yes   midwest       no
## 7395    239.79        12          5      cauc  yes   midwest       no
## 7396   1471.98        12         24      cauc  yes   midwest       no
## 7397    493.83         8         33      cauc  yes   midwest       no
## 7398    284.90        10          9      cauc  yes   midwest       no
## 7399   1020.89         8         39      cauc  yes   midwest       no
## 7400    332.38        12          5      cauc  yes   midwest       no
## 7401    688.51        12         10      cauc  yes   midwest       no
## 7402    379.87        12         11      cauc   no   midwest       no
## 7403    114.59        13         30      cauc  yes   midwest      yes
## 7404   1163.34        12         38      cauc  yes   midwest       no
## 7405    854.70        14         19      cauc   no   midwest       no
## 7406    668.72        18         26      cauc  yes   midwest      yes
## 7407    160.49        12         14      afam   no   midwest       no
## 7408    222.76         9         21      cauc   no   midwest       no
## 7409    198.84        12         51      cauc   no   midwest       no
## 7410    664.77        12         21      cauc   no   midwest       no
## 7411    738.30        12         25      cauc   no   midwest       no
## 7412    115.74        12         11      cauc   no   midwest       no
## 7413    596.46        10         38      cauc   no   midwest       no
## 7414    168.15        12          3      cauc   no   midwest       no
## 7415    641.03        14         14      cauc   no   midwest       no
## 7416    496.20        14         11      cauc   no   midwest       no
## 7417    127.71        15          6      cauc   no   midwest      yes
## 7418    641.03        14         32      cauc   no   midwest       no
## 7419    493.83        12         14      cauc   no   midwest       no
## 7420    427.35        12         28      cauc   no   midwest       no
## 7421    427.35        12         20      cauc   no   midwest       no
## 7422    712.25        12         32      cauc   no   midwest       no
## 7423    593.54        12          8      cauc   no   midwest       no
## 7424    451.09         7         40      cauc   no   midwest       no
## 7425    404.01        12          7      cauc   no   midwest       no
## 7426    237.42        12          4      cauc   no   midwest       no
## 7427    712.25        12         15      cauc   no   midwest       no
## 7428    531.17        13         19      cauc   no   midwest       no
## 7429    654.32        11         18      cauc   no   midwest       no
## 7430    391.74        10         36      cauc   no   midwest       no
## 7431    271.60        12         19      cauc   no   midwest       no
## 7432    462.96        12         15      cauc   no   midwest       no
## 7433    830.96        12         34      cauc   no   midwest       no
## 7434    498.58        12         44      cauc   no   midwest       no
## 7435    395.06        12         16      cauc   no   midwest       no
## 7436    772.79        12         42      cauc   no   midwest       no
## 7437    593.54        11         28      cauc   no   midwest       no
## 7438    835.71        12         18      cauc   no   midwest       no
## 7439    432.72         9         30      cauc   no   midwest       no
## 7440    113.43        12          2      cauc   no   midwest       no
## 7441    807.22        12         22      cauc   no   midwest       no
## 7442    901.23        12         29      cauc   no   midwest       no
## 7443    401.23        12         47      cauc   no   midwest       no
## 7444    403.61        13          4      cauc  yes   midwest       no
## 7445    356.13        12         26      cauc  yes   midwest       no
## 7446    356.65        12          4      cauc  yes   midwest       no
## 7447    220.46        12          1      cauc   no   midwest       no
## 7448   1234.57        14         47      cauc  yes   midwest       no
## 7449    771.60        12         42      cauc  yes   midwest       no
## 7450    949.67        12         41      cauc  yes   midwest       no
## 7451    308.64        18         39      cauc  yes   midwest      yes
## 7452    948.15        16         17      cauc  yes   midwest       no
## 7453    837.46        13         14      cauc  yes   midwest       no
## 7454    356.13        11         32      cauc   no   midwest       no
## 7455     57.87        10          3      cauc   no   midwest      yes
## 7456    575.74         8         36      cauc   no   midwest       no
## 7457    432.10        12         25      cauc   no   midwest       no
## 7458    436.54        12         45      cauc   no   midwest       no
## 7459    177.78        12         14      cauc   no   midwest       no
## 7460    129.18        12         13      cauc   no   midwest       no
## 7461    379.87        12         23      afam  yes   midwest       no
## 7462    675.93         7         42      afam  yes   midwest       no
## 7463    724.41        12         44      cauc  yes   midwest       no
## 7464    522.32        12         38      cauc  yes   midwest       no
## 7465    101.67        12          8      cauc  yes   midwest      yes
## 7466    617.28        11         32      cauc   no   midwest       no
## 7467    802.47        18         23      cauc   no   midwest       no
## 7468    854.70        12         23      cauc   no   midwest       no
## 7469   1092.12        15         34      cauc   no   midwest       no
## 7470    664.77        16         42      cauc   no   midwest       no
## 7471    289.05        11         12      cauc   no   midwest       no
## 7472    154.32        15          3      cauc   no   midwest       no
## 7473    320.51        12          8      cauc   no   midwest       no
## 7474    617.28        12         21      cauc   no   midwest       no
## 7475    515.59        12         11      cauc   no   midwest       no
## 7476    246.91        11         17      cauc   no   midwest      yes
## 7477    222.84        13          2      cauc   no   midwest       no
## 7478     99.88        12          0      cauc   no   midwest      yes
## 7479    183.38        12         10      cauc   no   midwest       no
## 7480    210.34        12         12      cauc   no   midwest       no
## 7481    498.58        12         14      cauc   no   midwest       no
## 7482    148.15         2         50      cauc   no   midwest       no
## 7483    474.83         8         32      cauc   no   midwest       no
## 7484    185.74         9          3      cauc   no   midwest       no
## 7485    664.77        12         14      cauc  yes   midwest       no
## 7486   1139.60        16         30      cauc  yes   midwest       no
## 7487    341.88        17          0      cauc  yes   midwest       no
## 7488    294.40        15          0      cauc  yes   midwest      yes
## 7489     61.73        13          0      cauc  yes   midwest      yes
## 7490    379.87        12         29      cauc   no   midwest       no
## 7491   1115.86        12         29      cauc  yes   midwest       no
## 7492    189.93        12         13      cauc   no   midwest       no
## 7493    830.96        12         15      cauc   no   midwest       no
## 7494    928.96        10         29      cauc   no   midwest       no
## 7495    142.45        16          2      cauc  yes   midwest      yes
## 7496   1111.11        18         21      cauc  yes   midwest       no
## 7497    176.88        12          3      cauc   no   midwest       no
## 7498    522.32        13         19      cauc   no   midwest       no
## 7499   1103.99        16         36      cauc  yes   midwest       no
## 7500    175.96        12         11      cauc   no   midwest       no
## 7501    264.55        15         -1      cauc   no   midwest       no
## 7502    997.15        12         45      cauc  yes   midwest       no
## 7503    474.83        12          9      cauc  yes   midwest       no
## 7504    949.67        15          9      cauc  yes   midwest       no
## 7505    282.76        12         16      cauc   no   midwest       no
## 7506    712.25        15         39      cauc  yes   midwest       no
## 7507    493.83        14         16      cauc  yes   midwest       no
## 7508    593.54        12         14      cauc  yes   midwest       no
## 7509    102.09        12         43      cauc  yes   midwest      yes
## 7510    296.77        12         11      cauc  yes   midwest       no
## 7511    641.03        12         21      cauc  yes   midwest       no
## 7512    807.22        14         15      afam  yes   midwest       no
## 7513    759.73        12         20      cauc  yes   midwest       no
## 7514    997.15        12         35      cauc  yes   midwest       no
## 7515    593.54        12         11      cauc  yes   midwest       no
## 7516    154.32        10         15      cauc  yes   midwest       no
## 7517   1068.38        16         19      cauc  yes   midwest       no
## 7518    569.80        12         15      cauc  yes   midwest       no
## 7519    403.61         9         29      cauc  yes   midwest       no
## 7520    163.82        12          1      cauc  yes   midwest       no
## 7521    427.35        12         25      cauc  yes   midwest       no
## 7522    878.44        12         24      cauc  yes   midwest       no
## 7523    462.96        12         15      cauc  yes   midwest       no
## 7524    488.89        12         11      cauc  yes   midwest       no
## 7525    949.67        12         17      cauc  yes   midwest       no
## 7526    403.61        12          8      cauc   no   midwest       no
## 7527     94.97        12          7      cauc   no   midwest       no
## 7528    522.32        17         11      cauc   no   midwest       no
## 7529    809.59        12         14      cauc   no   midwest       no
## 7530    569.80        11         37      cauc   no   midwest       no
## 7531    712.25        14         14      cauc   no   midwest       no
## 7532    569.80        12         19      cauc   no   midwest       no
## 7533   1899.34        16          7      cauc   no   midwest       no
## 7534    664.77        12         23      cauc   no   midwest       no
## 7535    498.58        12         17      cauc   no   midwest       no
## 7536    403.61        12         10      cauc   no   midwest       no
## 7537     98.77        10         29      cauc   no   midwest      yes
## 7538    164.61        12          4      cauc   no   midwest      yes
## 7539    807.22        10         27      cauc   no   midwest       no
## 7540    451.09        12         18      cauc   no   midwest       no
## 7541    807.22         9         29      cauc   no   midwest       no
## 7542    172.27        12         19      cauc   no   midwest       no
## 7543    718.29        14          4      cauc   no   midwest       no
## 7544    759.73        12         31      cauc   no   midwest       no
## 7545    197.53        12          0      cauc   no   midwest       no
## 7546    641.03        12         17      cauc   no   midwest       no
## 7547    664.77        12         20      cauc   no   midwest       no
## 7548    271.60        16         19      cauc   no   midwest       no
## 7549    688.51        18         32      cauc   no   midwest       no
## 7550    949.67        12         32      cauc   no   midwest       no
## 7551    759.73        18         18      cauc   no   midwest       no
## 7552    356.13        16         16      cauc   no   midwest       no
## 7553    123.46        14         16      cauc   no   midwest      yes
## 7554   1169.59        11         49      cauc   no   midwest       no
## 7555    344.80        12         12      cauc   no   midwest       no
## 7556   1068.38        17          6      cauc   no   midwest       no
## 7557    552.31        12         18      cauc   no   midwest       no
## 7558    308.64        14          8      cauc   no   midwest       no
## 7559    322.89        12         21      cauc   no   midwest       no
## 7560    356.13        12         11      cauc   no   midwest       no
## 7561    709.88        12         16      cauc   no   midwest       no
## 7562    881.83        12         10      cauc   no   midwest       no
## 7563    569.80        10         49      cauc   no   midwest       no
## 7564    455.84        11         17      cauc   no   midwest       no
## 7565    185.19        12          5      cauc   no   midwest      yes
## 7566    444.44        10         11      cauc   no   midwest       no
## 7567    949.67        18         20      cauc   no   midwest       no
## 7568    664.77        12         26      cauc   no   midwest       no
## 7569    113.96        12          1      cauc   no   midwest      yes
## 7570    166.19        12          3      cauc   no   midwest       no
## 7571    807.22        16         16      cauc   no   midwest       no
## 7572    462.99        12         10      cauc   no   midwest       no
## 7573    546.06        12         12      cauc   no   midwest       no
## 7574    379.87        12         35      cauc   no   midwest       no
## 7575   1068.38        16         30      cauc   no   midwest       no
## 7576    558.00        13         29      cauc   no   midwest       no
## 7577    641.03        16         31      cauc   no   midwest       no
## 7578    965.50        10         29      cauc   no   midwest       no
## 7579    142.45        13          1      cauc   no   midwest       no
## 7580    522.32        12         29      cauc   no   midwest       no
## 7581    166.04        12          5      cauc   no   midwest       no
## 7582    688.51        10         31      cauc   no   midwest       no
## 7583    121.08        12          0      cauc   no   midwest      yes
## 7584    593.54        12         37      cauc   no   midwest       no
## 7585   1092.12        18         17      cauc   no   midwest       no
## 7586    356.13        12          9      cauc   no   midwest       no
## 7587    273.01        10         24      cauc   no   midwest       no
## 7588    801.26        12         18      cauc  yes   midwest       no
## 7589    119.18        11          1      cauc  yes   midwest      yes
## 7590     65.84        15         12      cauc  yes   midwest       no
## 7591    104.94         8         43      cauc   no   midwest       no
## 7592    356.13         8         33      cauc   no   midwest       no
## 7593   1179.96        12         17      cauc  yes   midwest       no
## 7594    474.83        12         32      cauc  yes   midwest       no
## 7595    807.22        18         19      cauc   no   midwest       no
## 7596   2374.15        18         30      cauc   no   midwest       no
## 7597    501.54        12         15      cauc   no   midwest       no
## 7598    474.83        12         10      cauc   no   midwest       no
## 7599    332.38        12         14      cauc  yes   midwest       no
## 7600    919.36        12         15      cauc  yes   midwest       no
## 7601    423.28        12          9      cauc  yes   midwest       no
## 7602   1009.54        11         41      cauc   no   midwest       no
## 7603    455.29        12         27      cauc   no   midwest       no
## 7604   1131.69        12         27      cauc   no   midwest       no
## 7605    225.55        12         35      cauc   no   midwest       no
## 7606    213.68        12          5      cauc   no   midwest       no
## 7607    771.60        12         15      cauc  yes   midwest       no
## 7608    356.13        12         24      cauc   no   midwest       no
## 7609    925.93         8         47      cauc   no   midwest       no
## 7610    246.91        12          8      cauc   no   midwest       no
## 7611    379.87         8         32      cauc   no   midwest       no
## 7612    691.36        11         15      cauc  yes   midwest       no
## 7613    473.11        13         23      cauc  yes   midwest       no
## 7614    617.28        13         12      cauc   no   midwest       no
## 7615    759.73        12         42      cauc   no   midwest       no
## 7616    193.24        12          9      cauc   no   midwest       no
## 7617    267.51        12         17      cauc  yes   midwest       no
## 7618    997.15        14         31      cauc   no   midwest       no
## 7619    543.21        12          9      cauc   no   midwest       no
## 7620    498.58        12          7      cauc   no   midwest       no
## 7621    617.28        12         24      cauc   no   midwest       no
## 7622    902.18        12         19      cauc   no   midwest       no
## 7623    522.32        11         42      cauc  yes   midwest       no
## 7624    830.96         8         41      cauc   no   midwest       no
## 7625    569.80        10         40      cauc  yes   midwest       no
## 7626    474.83        17         13      cauc   no   midwest       no
## 7627    308.31         4         53      cauc   no   midwest       no
## 7628    160.49        10         19      cauc   no   midwest      yes
## 7629    484.08        12          4      cauc   no   midwest       no
## 7630    712.25        12         20      cauc   no   midwest       no
## 7631    664.77        12         16      cauc   no   midwest       no
## 7632    235.39        13         30      cauc   no   midwest       no
## 7633    617.28        12         30      cauc   no   midwest       no
## 7634    370.37        12          5      cauc   no   midwest       no
## 7635     86.42        12          2      cauc   no   midwest      yes
## 7636    546.06        11         16      cauc   no   midwest       no
## 7637    712.25        12         20      cauc   no   midwest       no
## 7638    333.33        12          7      cauc  yes   midwest       no
## 7639    735.99        12         11      cauc  yes   midwest       no
## 7640    892.69        12         29      cauc  yes   midwest       no
## 7641     64.10        12          3      cauc  yes   midwest       no
## 7642    399.42        12          5      cauc   no   midwest       no
## 7643    664.77        12         14      cauc   no   midwest       no
## 7644    308.64        14         12      cauc   no   midwest       no
## 7645    230.29        12          4      cauc   no   midwest       no
## 7646    714.62        12         24      cauc   no   midwest       no
## 7647    960.22        12         43      cauc   no   midwest       no
## 7648     74.07        13          0      cauc   no   midwest      yes
## 7649    170.94        10          2      cauc  yes   midwest       no
## 7650    617.28        15         17      cauc   no   midwest       no
## 7651    284.90        16          0      cauc   no   midwest      yes
## 7652    415.15        12         27      cauc   no   midwest       no
## 7653    427.35        10         14      cauc  yes   midwest       no
## 7654    831.15        12         25      cauc  yes   midwest       no
## 7655    811.51        12         42      cauc  yes   midwest       no
## 7656    511.13        12         13      cauc   no   midwest       no
## 7657    149.91        12          0      cauc   no   midwest      yes
## 7658    664.77        12         15      cauc   no   midwest       no
## 7659    522.32        12         18      cauc   no   midwest       no
## 7660    569.80        12          6      cauc   no   midwest       no
## 7661    949.67        13         33      cauc  yes   midwest       no
## 7662    415.48        12          7      cauc  yes   midwest       no
## 7663    288.07        12          4      cauc  yes   midwest       no
## 7664    308.64        12         10      cauc  yes   midwest       no
## 7665    330.34        12         12      cauc  yes   midwest       no
## 7666    546.06        12         37      cauc  yes   midwest       no
## 7667    415.48        12          5      cauc  yes   midwest       no
## 7668    736.04        12         36      cauc  yes   midwest       no
## 7669    514.40        14         40      cauc  yes   midwest       no
## 7670    718.76        12         17      cauc   no   midwest       no
## 7671    120.83         9         39      cauc   no   midwest      yes
## 7672    797.72        13         18      cauc   no   midwest       no
## 7673    555.56        12         25      cauc  yes   midwest       no
## 7674    593.54        16         13      cauc  yes   midwest       no
## 7675    951.65        12         39      cauc   no   midwest       no
## 7676    380.06        12         29      cauc  yes   midwest       no
## 7677    754.75        12         21      cauc  yes   midwest       no
## 7678    612.73        14         36      cauc  yes   midwest       no
## 7679    177.19        12          6      cauc  yes   midwest      yes
## 7680    427.35        14         12      cauc   no   midwest       no
## 7681    800.74        14         11      cauc   no   midwest       no
## 7682    669.52        12         16      cauc   no   midwest       no
## 7683    641.03        12         14      cauc   no   midwest       no
## 7684    415.48        12         11      cauc   no   midwest       no
## 7685    543.21        10         29      cauc   no   midwest       no
## 7686    496.11        12         13      cauc   no   midwest       no
## 7687    546.06        12         26      cauc   no   midwest       no
## 7688    392.82        17         -1      cauc   no   midwest       no
## 7689    308.64        12         48      cauc   no   midwest       no
## 7690    665.41        12         23      cauc   no   midwest       no
## 7691    193.19        13         -1      cauc   no   midwest       no
## 7692    206.79        12          5      cauc   no   midwest       no
## 7693    379.63        13         25      cauc   no   midwest       no
## 7694   1020.89        12         29      cauc   no   midwest       no
## 7695    411.52        14         -1      cauc   no   midwest       no
## 7696   1331.40        12         17      cauc   no   midwest       no
## 7697    641.03        12         31      cauc   no   midwest       no
## 7698    522.32        12         25      cauc   no   midwest       no
## 7699    830.96        12         18      cauc   no   midwest       no
## 7700    617.28        12         28      cauc  yes   midwest       no
## 7701    213.68        13          5      afam  yes   midwest      yes
## 7702    474.83         8         46      cauc  yes   midwest       no
## 7703    462.96        12          8      afam  yes   midwest       no
## 7704    592.59        12         10      afam  yes   midwest       no
## 7705    320.51        13          5      cauc  yes   midwest       no
## 7706    505.05        11         34      afam  yes   midwest       no
## 7707     62.01        12          0      afam  yes   midwest      yes
## 7708    197.79        12          1      cauc  yes   midwest       no
## 7709    395.57        12          0      cauc  yes   midwest       no
## 7710    830.96        12         27      cauc  yes   midwest       no
## 7711   1187.08        12         32      cauc  yes   midwest       no
## 7712    593.54        12         17      cauc  yes   midwest       no
## 7713    111.11        11         45      afam  yes   midwest      yes
## 7714    915.76        12         19      cauc  yes   midwest       no
## 7715    949.67        16         11      cauc  yes   midwest       no
## 7716    522.32        15         16      cauc  yes   midwest       no
## 7717    284.90        12          2      cauc  yes   midwest       no
## 7718    696.42        12          2      cauc  yes   midwest       no
## 7719    617.28        12         42      cauc  yes   midwest       no
## 7720     64.30        14         16      cauc  yes   midwest       no
## 7721    953.98        12         16      cauc  yes   midwest       no
## 7722    265.91        10         11      cauc  yes   midwest       no
## 7723   1111.11         5         31      cauc  yes   midwest       no
## 7724    468.63        11          3      cauc  yes   midwest       no
## 7725    949.67        10         36      cauc  yes   midwest       no
## 7726    189.93        12          0      cauc  yes   midwest       no
## 7727    379.87        10         24      cauc  yes   midwest       no
## 7728    581.67        16         22      cauc  yes   midwest       no
## 7729    236.63        14         -1      cauc  yes   midwest       no
## 7730    381.10        16          0      cauc  yes   midwest       no
## 7731    160.49        14          3      cauc  yes   midwest       no
## 7732    226.34        11         10      cauc  yes   midwest       no
## 7733    493.83        14         18      cauc  yes   midwest       no
## 7734   1101.02        18         28      cauc  yes   midwest       no
## 7735    284.90        12          9      cauc  yes   midwest       no
## 7736    379.87        12         13      cauc  yes   midwest       no
## 7737    270.06         9         13      cauc  yes   midwest       no
## 7738   1260.68        16         28      cauc  yes   midwest       no
## 7739    465.80        18          0      cauc  yes   midwest       no
## 7740    462.96        12         15      cauc  yes   midwest       no
## 7741    167.55        13          1      cauc  yes   midwest       no
## 7742    209.88        13          0      cauc  yes   midwest       no
## 7743    878.44        16          8      cauc  yes   midwest       no
## 7744    622.46        12         29      cauc  yes   midwest       no
## 7745    961.54        12         16      cauc  yes   midwest       no
## 7746    209.90         9         36      cauc  yes   midwest       no
## 7747    112.23        16         14      cauc  yes   midwest      yes
## 7748    379.87        11         13      cauc  yes   midwest       no
## 7749    617.28        12         33      cauc  yes   midwest       no
## 7750    189.93        12          2      cauc  yes   midwest       no
## 7751     94.97        14         45      afam  yes   midwest      yes
## 7752    403.61        11         12      cauc  yes   midwest       no
## 7753    641.03        12          8      cauc  yes   midwest       no
## 7754    807.22        18         31      cauc  yes   midwest       no
## 7755     77.16        14         -1      cauc  yes   midwest      yes
## 7756    170.99        16          5      cauc  yes   midwest      yes
## 7757    585.83        13         22      cauc  yes   midwest       no
## 7758    427.35        16          0      cauc  yes   midwest       no
## 7759    379.87        12          5      cauc  yes   midwest       no
## 7760    493.83        13         17      afam  yes   midwest       no
## 7761    546.06        15         17      cauc  yes   midwest       no
## 7762    641.03        12         13      cauc  yes   midwest       no
## 7763    151.95        12          9      afam  yes   midwest       no
## 7764    593.54        12         34      cauc  yes   midwest       no
## 7765   1012.98        12         37      cauc  yes   midwest       no
## 7766    356.13        12          8      cauc  yes   midwest       no
## 7767    522.32        15          5      cauc  yes   midwest       no
## 7768   1139.28        12         36      cauc  yes   midwest       no
## 7769    783.48        16         21      cauc  yes   midwest       no
## 7770    345.68        12         20      afam  yes   midwest       no
## 7771    327.64        12          6      cauc  yes   midwest       no
## 7772    180.04        12         10      cauc  yes   midwest      yes
## 7773    617.28        12         10      cauc  yes   midwest       no
## 7774    712.25        12         30      cauc  yes   midwest       no
## 7775    867.45        12         35      cauc  yes   midwest       no
## 7776    263.43        12          3      cauc  yes   midwest       no
## 7777    810.78        12         34      cauc  yes   midwest       no
## 7778    830.96        14         35      cauc  yes   midwest       no
## 7779   1065.55        12         24      cauc  yes   midwest       no
## 7780    254.04        12         13      cauc  yes   midwest       no
## 7781    112.69        12          8      cauc  yes   midwest      yes
## 7782    185.19        11          8      cauc  yes   midwest       no
## 7783    406.17        14         20      cauc  yes   midwest       no
## 7784    341.13        11         38      cauc  yes   midwest       no
## 7785    252.06        11          1      cauc  yes   midwest       no
## 7786    617.28        13         22      cauc  yes   midwest       no
## 7787    569.80        12         15      cauc  yes   midwest       no
## 7788    349.05        12         12      cauc  yes   midwest       no
## 7789    641.03        11         14      cauc  yes   midwest       no
## 7790    197.53        12          3      cauc  yes   midwest       no
## 7791    830.96        16          3      cauc  yes   midwest       no
## 7792    593.54        11         34      cauc  yes   midwest       no
## 7793    830.96        15         35      cauc  yes   midwest       no
## 7794    539.15        14         29      cauc  yes   midwest       no
## 7795    284.90        12          6      cauc  yes   midwest       no
## 7796    211.93        12         18      afam  yes   midwest       no
## 7797    628.58        12         10      cauc  yes   midwest       no
## 7798    617.28        12         14      cauc  yes   midwest       no
## 7799    624.56        12         29      cauc  yes   midwest       no
## 7800    198.31        12          7      cauc  yes   midwest       no
## 7801    237.42        12         12      cauc  yes   midwest       no
## 7802    712.25        12         17      cauc  yes   midwest       no
## 7803   1172.84        13         16      cauc  yes   midwest       no
## 7804    345.80        12         14      cauc  yes   midwest       no
## 7805    949.67        12         15      cauc  yes   midwest       no
## 7806    590.57        16         20      cauc  yes   midwest       no
## 7807    370.37         9         30      cauc  yes   midwest       no
## 7808    474.83        12         34      cauc  yes   midwest       no
## 7809    370.37         2         41      cauc  yes   midwest       no
## 7810    284.90        12         19      cauc  yes   midwest       no
## 7811    569.80        12          9      cauc  yes   midwest       no
## 7812    854.70        10         32      cauc  yes   midwest       no
## 7813    712.25        17         10      cauc  yes   midwest       no
## 7814    470.09        18         22      cauc  yes   midwest       no
## 7815   1175.15        16         26      cauc  yes   midwest       no
## 7816    717.00        18          5      cauc  yes   midwest       no
## 7817    106.84        12          7      afam  yes   midwest       no
## 7818    705.13        11         16      cauc  yes   midwest       no
## 7819    949.67        18         21      cauc  yes   midwest       no
## 7820     74.07        13          0      cauc  yes   midwest      yes
## 7821    955.79        12         11      cauc  yes   midwest       no
## 7822   1086.73        17         14      cauc  yes   midwest       no
## 7823    543.68        12          5      cauc  yes   midwest       no
## 7824    712.25        16         24      cauc  yes   midwest       no
## 7825    949.67        12         31      cauc  yes   midwest       no
## 7826    664.77        16          2      cauc  yes   midwest       no
## 7827    676.64        14         13      cauc  yes   midwest       no
## 7828    712.25        12         14      cauc  yes   midwest       no
## 7829     99.72        14         32      cauc  yes   midwest      yes
## 7830    498.58        12          8      cauc  yes   midwest       no
## 7831    493.83        16          0      cauc  yes   midwest       no
## 7832    949.67        16         26      cauc  yes   midwest       no
## 7833    339.51        12         13      afam  yes   midwest       no
## 7834    229.69        12          8      cauc   no   midwest       no
## 7835    510.45        12         24      cauc   no   midwest       no
## 7836    427.35        12         24      cauc   no   midwest       no
## 7837    486.70        14          7      cauc   no   midwest       no
## 7838    878.44        13          8      cauc   no   midwest       no
## 7839    997.15        12         22      cauc  yes   midwest       no
## 7840    498.58         9         19      cauc   no   midwest       no
## 7841    664.77        16          5      cauc  yes   midwest       no
## 7842   1187.08        17         17      cauc  yes   midwest       no
## 7843    641.03        12         13      cauc  yes   midwest       no
## 7844    498.58        13         20      cauc  yes   midwest       no
## 7845    830.96        12         28      cauc   no   midwest       no
## 7846    676.46        12         26      cauc   no   midwest       no
## 7847    330.01        12          2      cauc   no   midwest       no
## 7848    161.87        14          0      cauc   no   midwest      yes
## 7849    522.32        12          5      cauc   no   midwest       no
## 7850    379.87        12          8      cauc   no   midwest       no
## 7851    415.36        12         34      cauc   no   midwest       no
## 7852    123.46        12         31      cauc  yes   midwest       no
## 7853    949.67        12         10      cauc  yes   midwest       no
## 7854    664.77        12         26      cauc  yes   midwest       no
## 7855    351.09        12         44      cauc   no   midwest       no
## 7856    874.49        12         19      cauc   no   midwest       no
## 7857    740.74        12         40      cauc   no   midwest       no
## 7858    474.83        15          6      cauc   no   midwest       no
## 7859    166.19        14         18      cauc   no   midwest       no
## 7860    332.38        12          8      cauc   no   midwest       no
## 7861    536.77        17         16      cauc   no   midwest       no
## 7862    427.35        11         25      cauc   no   midwest       no
## 7863    474.83        10         36      cauc   no   midwest       no
## 7864    785.59        12         24      cauc  yes   midwest       no
## 7865    499.71         9         13      cauc   no   midwest       no
## 7866    715.69        12         41      cauc   no   midwest       no
## 7867    830.96        13         26      cauc  yes   midwest       no
## 7868    474.83        12         28      cauc   no   midwest       no
## 7869    664.77        12          7      cauc   no   midwest       no
## 7870    795.35        12         35      cauc  yes   midwest       no
## 7871    189.93        12          8      cauc   no   midwest       no
## 7872    284.90        14         26      cauc  yes   midwest       no
## 7873    113.96        18          2      cauc  yes   midwest      yes
## 7874    403.61        12         12      cauc   no   midwest       no
## 7875    427.35        12         27      cauc  yes   midwest       no
## 7876    345.68        12          7      cauc  yes   midwest       no
## 7877    308.64        12          3      cauc  yes   midwest       no
## 7878    377.45        16          5      cauc  yes   midwest       no
## 7879    353.65        10         20      cauc  yes   midwest       no
## 7880   1020.89        12         33      cauc  yes   midwest       no
## 7881    427.35        12         47      cauc   no   midwest       no
## 7882    878.44        12         14      cauc   no   midwest       no
## 7883    803.78        12         35      cauc  yes   midwest       no
## 7884    783.48        14         26      cauc  yes   midwest       no
## 7885    522.32        12         12      cauc  yes   midwest       no
## 7886    764.26         7         38      cauc   no   midwest       no
## 7887    329.22        12          3      cauc   no   midwest       no
## 7888    878.44        16          8      cauc   no   midwest       no
## 7889   1020.89        13         21      cauc   no   midwest       no
## 7890    132.28        12          0      cauc   no   midwest      yes
## 7891    377.93        12         11      cauc   no   midwest       no
## 7892    142.45        12          9      cauc   no   midwest      yes
## 7893    997.15        17         16      cauc   no   midwest       no
## 7894    949.67        14         23      cauc   no   midwest       no
## 7895    308.64        13         11      cauc   no   midwest       no
## 7896   1452.43        13         44      cauc   no   midwest       no
## 7897     50.19         0         22      cauc   no   midwest      yes
## 7898    592.59        14         19      cauc   no   midwest       no
## 7899    246.91        12         19      cauc   no   midwest       no
## 7900    271.60        12         10      cauc   no   midwest       no
## 7901    759.73        11         22      cauc   no   midwest       no
## 7902    175.08        14          3      cauc  yes   midwest       no
## 7903    370.37        16          1      cauc  yes   midwest       no
## 7904    282.19        17         24      afam  yes   midwest       no
## 7905    700.38        15          9      cauc  yes   midwest       no
## 7906    854.70        12         24      cauc  yes   midwest       no
## 7907   1163.34        12         20      cauc  yes   midwest       no
## 7908    176.37        12          0      cauc  yes   midwest       no
## 7909    451.09        12         42      cauc  yes   midwest       no
## 7910    740.74        16         20      cauc  yes   midwest       no
## 7911   1187.08        12         30      cauc  yes   midwest       no
## 7912    356.13        16         10      cauc   no   midwest       no
## 7913    961.54        12         22      cauc  yes   midwest       no
## 7914    473.87        12         31      cauc   no   midwest       no
## 7915     97.74        12          0      cauc   no   midwest      yes
## 7916    356.13        10         33      cauc  yes   midwest       no
## 7917    641.03        12         17      cauc  yes   midwest       no
## 7918    962.96        15         11      cauc  yes   midwest       no
## 7919    648.15        12          6      afam  yes   midwest       no
## 7920    166.67        12         49      cauc   no   midwest      yes
## 7921    712.25        18         32      cauc   no   midwest       no
## 7922   1016.70        16         33      cauc   no   midwest       no
## 7923    664.77        12         40      cauc   no   midwest       no
## 7924    345.68        12         19      cauc   no   midwest       no
## 7925    356.13        10         10      cauc   no   midwest       no
## 7926    854.70        16          8      cauc   no   midwest       no
## 7927    864.98        16         28      cauc   no   midwest       no
## 7928    503.32        10         18      cauc   no   midwest       no
## 7929    712.25        10         25      cauc   no   midwest       no
## 7930    403.61        16          3      cauc  yes   midwest       no
## 7931    498.58        16          9      cauc  yes   midwest       no
## 7932    522.32        16          8      cauc  yes   midwest       no
## 7933    379.87        15          6      afam  yes   midwest       no
## 7934    448.93        12          7      cauc  yes   midwest       no
## 7935    474.83        12          7      afam  yes   midwest       no
## 7936    569.80        12         10      afam  yes   midwest       no
## 7937    584.05        10         22      cauc   no   midwest       no
## 7938    712.25         2         31      cauc   no   midwest       no
## 7939   1115.86        12         27      cauc   no   midwest       no
## 7940    902.18        11         42      cauc   no   midwest       no
## 7941    471.23        13          3      cauc   no   midwest       no
## 7942    289.65        12          7      cauc   no   midwest       no
## 7943    547.53        14         15      cauc   no   midwest       no
## 7944    381.65        12         30      cauc   no   midwest       no
## 7945    119.66        14          3      cauc   no   midwest       no
## 7946    474.83         8         42      cauc   no   midwest       no
## 7947    189.93        12          6      cauc   no   midwest       no
## 7948    182.81        12          5      cauc   no   midwest       no
## 7949    498.58        14         14      cauc   no   midwest       no
## 7950    356.13        12         10      cauc  yes   midwest       no
## 7951    593.54        12         24      cauc  yes   midwest       no
## 7952   6172.84        12         40      cauc  yes   midwest       no
## 7953    593.54        14          9      cauc   no   midwest       no
## 7954    740.74        12         20      cauc   no   midwest       no
## 7955    580.97        12         12      cauc   no   midwest       no
## 7956    785.31        12         32      cauc   no   midwest       no
## 7957    235.04        12         28      cauc   no   midwest       no
## 7958     92.59        12         13      cauc   no   midwest      yes
## 7959    642.26         8         50      cauc  yes   midwest       no
## 7960    245.27        12         45      cauc  yes   midwest      yes
## 7961    522.32        14         16      cauc  yes   midwest       no
## 7962    189.93        13          0      cauc  yes   midwest      yes
## 7963    536.04        17          2      cauc  yes   midwest       no
## 7964    306.86        16          0      cauc  yes   midwest       no
## 7965    949.67        16          5      cauc  yes   midwest       no
## 7966    623.55        12         12      cauc  yes   midwest       no
## 7967    382.41        12         28      cauc  yes   midwest       no
## 7968    949.67        15         35      cauc   no   midwest       no
## 7969    237.42        12         14      cauc   no   midwest       no
## 7970    854.70        12         18      cauc  yes   midwest       no
## 7971    154.32        10          3      cauc  yes   midwest       no
## 7972    712.25         9         35      cauc   no   midwest       no
## 7973    217.86         8         41      cauc   no   midwest       no
## 7974    363.11        14          4      cauc   no   midwest       no
## 7975    283.36        12          2      cauc  yes   midwest       no
## 7976    403.61        12          8      cauc  yes   midwest       no
## 7977   1139.60        12         33      cauc  yes   midwest       no
## 7978    569.80        12         32      cauc  yes   midwest       no
## 7979    474.83        12         16      cauc  yes   midwest       no
## 7980    997.15        12         19      cauc  yes   midwest       no
## 7981    593.54        14         14      cauc  yes   midwest       no
## 7982    571.70        12         19      cauc   no   midwest       no
## 7983    759.73        12         25      cauc   no   midwest       no
## 7984     52.23        15          0      cauc   no   midwest      yes
## 7985    130.41        12         38      cauc   no   midwest       no
## 7986    250.97        12          8      cauc   no   midwest       no
## 7987    820.39        12         31      cauc   no   midwest       no
## 7988    308.64        14          6      cauc  yes   midwest       no
## 7989    423.28        16          2      cauc  yes   midwest       no
## 7990   1346.15        13         21      cauc  yes   midwest       no
## 7991    664.77        14         19      cauc  yes   midwest       no
## 7992     62.87         9          9      cauc  yes   midwest      yes
## 7993    158.72         9          8      cauc  yes   midwest       no
## 7994    427.35        12         12      cauc   no   midwest       no
## 7995    439.22        12         16      cauc   no   midwest       no
## 7996    474.83        12          5      cauc   no   midwest       no
## 7997    721.75        12         17      cauc   no   midwest       no
## 7998    211.64        12          4      afam   no   midwest      yes
## 7999     74.07        12          8      cauc   no   midwest       no
## 8000    511.82        12         42      cauc   no   midwest       no
## 8001    757.36        13         20      cauc   no   midwest       no
## 8002    771.60        17         34      cauc  yes   midwest       no
## 8003    161.44        16         44      cauc  yes   midwest      yes
## 8004    135.33        12         45      cauc  yes   midwest      yes
## 8005    830.96        18         36      cauc   no   midwest       no
## 8006     56.98        14          0      cauc   no   midwest      yes
## 8007    213.68        16         17      cauc   no   midwest       no
## 8008    503.91        12          4      cauc  yes   midwest       no
## 8009    593.54        12         31      cauc  yes   midwest       no
## 8010    185.19        12          2      cauc  yes   midwest       no
## 8011   1661.92        16          8      cauc  yes   midwest       no
## 8012    246.91        15          0      cauc   no   midwest       no
## 8013    166.19        14          8      cauc  yes   midwest       no
## 8014    451.09        12         20      cauc  yes   midwest       no
## 8015   1215.57         9         33      cauc   no   midwest       no
## 8016    593.54        14         19      cauc  yes   midwest       no
## 8017    527.07        16         11      cauc  yes   midwest       no
## 8018    474.83        10         42      cauc   no   midwest       no
## 8019    569.80        12         18      cauc   no   midwest       no
## 8020    617.28        12         18      cauc   no   midwest       no
## 8021    391.74        12          5      cauc   no   midwest       no
## 8022    830.96        12          6      cauc   no   midwest       no
## 8023    540.12        14         11      cauc  yes   midwest       no
## 8024    118.71         5         56      afam  yes   midwest      yes
## 8025   1291.99        12         42      cauc  yes   midwest       no
## 8026    332.38        15          3      cauc  yes   midwest       no
## 8027    161.44        15          0      cauc  yes   midwest      yes
## 8028    664.77         8         43      cauc  yes   midwest       no
## 8029    208.93        10         13      cauc   no   midwest      yes
## 8030    522.32        18         31      cauc  yes   midwest       no
## 8031    123.46        12         25      cauc   no   midwest      yes
## 8032    330.01        11         44      cauc   no   midwest       no
## 8033    379.87        12          6      cauc   no   midwest       no
## 8034    450.25        13          6      cauc  yes   midwest       no
## 8035    427.35        16         25      cauc  yes   midwest       no
## 8036     98.14         8         47      cauc  yes   midwest       no
## 8037    949.67        17         15      cauc  yes   midwest       no
## 8038    783.48        16          9      cauc  yes   midwest       no
## 8039   2374.15        18         26      cauc  yes   midwest       no
## 8040    779.73        12         49      cauc  yes   midwest       no
## 8041    399.32        17         21      cauc  yes   midwest       no
## 8042    783.48        12         41      cauc  yes   midwest       no
## 8043    330.25        12         45      cauc  yes   midwest      yes
## 8044    104.46        12         15      cauc  yes   midwest      yes
## 8045    641.03         8         38      cauc   no   midwest       no
## 8046    522.32        11         41      cauc   no   midwest       no
## 8047    403.61        12         12      cauc   no   midwest       no
## 8048    333.33        16          4      cauc  yes   midwest       no
## 8049    783.48        14         10      cauc  yes   midwest       no
## 8050    593.54        13         38      cauc  yes   midwest       no
## 8051    949.67        12         30      cauc   no   midwest       no
## 8052   1543.21        16         35      cauc  yes   midwest       no
## 8053   1132.05        18         38      cauc   no   midwest       no
## 8054    759.73        12         33      cauc   no   midwest       no
## 8055   1056.51        14         29      cauc   no   midwest       no
## 8056    429.41        12         15      cauc   no   midwest       no
## 8057    424.69        12         10      cauc   no   midwest       no
## 8058    593.54        12         38      cauc   no   midwest       no
## 8059    810.19        10         28      cauc   no   midwest       no
## 8060    356.13        11          7      cauc   no   midwest       no
## 8061    605.41        12         14      cauc  yes   midwest       no
## 8062    451.09        12         24      cauc  yes   midwest       no
## 8063    928.30        14         36      cauc  yes   midwest       no
## 8064    170.37        12          1      cauc  yes   midwest       no
## 8065    123.46        11         12      cauc   no   midwest       no
## 8066    379.87        12         13      cauc  yes   midwest       no
## 8067    565.84        14          5      cauc  yes   midwest       no
## 8068   1068.38        16         13      cauc  yes   midwest       no
## 8069    175.93        12         18      cauc  yes   midwest       no
## 8070    403.61        12         13      cauc  yes   midwest       no
## 8071    569.80        18         23      cauc  yes   midwest       no
## 8072    148.15        14          0      cauc  yes   midwest      yes
## 8073    469.14        12         16      cauc  yes   midwest       no
## 8074    474.83         9         39      cauc  yes   midwest       no
## 8075    522.32        13         37      cauc   no   midwest       no
## 8076    352.09        12         10      cauc  yes   midwest       no
## 8077    237.42         9         13      cauc  yes   midwest       no
## 8078    655.27        12         15      cauc   no   midwest       no
## 8079    807.22        13         13      cauc   no   midwest       no
## 8080    427.35        13         10      cauc  yes   midwest       no
## 8081    629.39        12         10      cauc  yes   midwest       no
## 8082   1424.50        18         39      cauc  yes   midwest       no
## 8083    427.35        12         15      cauc  yes   midwest       no
## 8084    474.83        12         40      cauc   no   midwest       no
## 8085   1421.65        12         42      cauc   no   midwest       no
## 8086    231.27        14          4      cauc   no   midwest      yes
## 8087     98.35        13          0      cauc   no   midwest       no
## 8088    503.32        18         23      cauc   no   midwest       no
## 8089    474.83        12          6      cauc   no   midwest       no
## 8090    830.96        13         26      cauc  yes   midwest       no
## 8091    569.80        16         14      cauc  yes   midwest       no
## 8092    830.96        17          3      cauc  yes   midwest       no
## 8093    160.22        13          0      cauc  yes   midwest       no
## 8094    567.43        12          7      cauc  yes   midwest       no
## 8095    320.99        12          7      cauc  yes   midwest      yes
## 8096     77.16         9         10      cauc  yes   midwest      yes
## 8097    222.22         2         35      cauc  yes   midwest       no
## 8098    370.37         6         42      cauc  yes   midwest       no
## 8099    157.38         8          7      cauc  yes   midwest       no
## 8100    798.41        15         10      cauc  yes   midwest       no
## 8101    246.91        12          8      afam  yes   midwest       no
## 8102    643.00         8         45      afam  yes   midwest       no
## 8103    408.36        13          8      cauc  yes   midwest      yes
## 8104    237.42        10         10      afam  yes   midwest       no
## 8105    164.61        11          1      afam  yes   midwest      yes
## 8106   1092.12        12         25      afam  yes   midwest       no
## 8107    151.95        13          0      afam  yes   midwest      yes
## 8108    223.17        14         15      cauc  yes   midwest       no
## 8109    154.32        16          1      cauc  yes   midwest       no
## 8110    474.83        16         10      cauc  yes   midwest       no
## 8111    676.64        16          5      cauc  yes   midwest       no
## 8112    593.54        12         11      cauc  yes   midwest       no
## 8113    807.22         5         28      cauc  yes   midwest       no
## 8114    242.17        11         10      cauc  yes   midwest       no
## 8115    427.35        12          8      cauc  yes   midwest       no
## 8116    474.83        14          7      cauc  yes   midwest       no
## 8117    569.80        14          9      cauc  yes   midwest       no
## 8118    165.43         0         23      cauc  yes   midwest       no
## 8119    198.90        12          4      cauc  yes   midwest      yes
## 8120    197.53         6          8      cauc  yes   midwest       no
## 8121    160.49         6         13      cauc  yes   midwest       no
## 8122    189.93        13          1      cauc  yes   midwest       no
## 8123    213.68        12          2      cauc  yes   midwest       no
## 8124    356.13         8         10      cauc  yes   midwest       no
## 8125    332.38         6         21      cauc  yes   midwest       no
## 8126    997.15        12          9      cauc  yes   midwest       no
## 8127    344.25        14         30      cauc  yes   midwest       no
## 8128    498.58        16          4      cauc  yes   midwest       no
## 8129    641.03        12         11      cauc  yes   midwest       no
## 8130    949.67        13         10      cauc  yes   midwest       no
## 8131    712.25        12         43      cauc  yes   midwest       no
## 8132    935.92        16         30      cauc  yes   midwest       no
## 8133   1170.35        16         32      cauc  yes   midwest       no
## 8134    332.38        16          3      cauc  yes   midwest      yes
## 8135    337.13        16          4      cauc  yes   midwest       no
## 8136    226.97         8         23      cauc  yes   midwest       no
## 8137    226.97        16          2      cauc  yes   midwest       no
## 8138    246.91        12         11      cauc  yes   midwest       no
## 8139    368.00         0         58      cauc  yes   midwest       no
## 8140    118.71        15          4      cauc  yes   midwest      yes
## 8141    118.71        15          0      cauc  yes   midwest      yes
## 8142    341.48         8         12      cauc  yes   midwest      yes
## 8143    351.28        12         49      cauc  yes   midwest      yes
## 8144    688.51        12         25      afam  yes   midwest       no
## 8145    569.80        12          8      cauc  yes   midwest       no
## 8146    712.25        16         21      cauc  yes   midwest      yes
## 8147    118.71         7         30      cauc  yes   midwest      yes
## 8148    655.08        13         26      cauc  yes   midwest       no
## 8149    736.18        12         34      cauc  yes   midwest       no
## 8150    664.77        12          9      cauc  yes   midwest       no
## 8151    370.37        14          4      cauc  yes   midwest       no
## 8152    522.32        12         33      cauc  yes   midwest       no
## 8153    432.10        14         16      cauc  yes   midwest       no
## 8154   1234.57        13         30      cauc  yes   midwest       no
## 8155    474.83        16         17      cauc  yes   midwest       no
## 8156    999.53        16         21      cauc  yes   midwest       no
## 8157    242.17         6         21      cauc  yes   midwest       no
## 8158   1068.38        18         12      cauc  yes   midwest       no
## 8159    817.69        18         20      cauc  yes   midwest       no
## 8160    657.64        18          4      cauc  yes   midwest       no
## 8161    142.45        16          4      afam  yes   midwest      yes
## 8162    949.67        12         18      cauc  yes   midwest       no
## 8163    950.66        14         36      cauc  yes   midwest       no
## 8164    951.52        18         27      cauc  yes   midwest       no
## 8165    712.25        16         22      cauc  yes   midwest       no
## 8166   1519.47        14         34      cauc  yes   midwest       no
## 8167    712.25        12         41      cauc  yes   midwest       no
## 8168    205.76        15         -1      cauc  yes   midwest       no
## 8169    312.50        11          8      cauc  yes   midwest      yes
## 8170    569.80        13         31      afam  yes   midwest       no
## 8171    178.06        12          7      afam  yes   midwest       no
## 8172    641.03        10         42      afam  yes   midwest       no
## 8173    712.25        16          9      cauc  yes   midwest       no
## 8174    712.25        16         11      cauc  yes   midwest       no
## 8175    344.25         6         15      cauc  yes   midwest       no
## 8176    537.99        10         13      cauc  yes   midwest       no
## 8177    830.96        14         15      cauc  yes   midwest       no
## 8178    997.15        12         42      cauc  yes   midwest       no
## 8179    498.58        16          4      cauc  yes   midwest       no
## 8180    830.96        14         43      cauc  yes   midwest       no
## 8181    906.93        18         29      cauc  yes   midwest       no
## 8182   1020.89        14         16      cauc  yes   midwest       no
## 8183    223.17        12         23      cauc  yes   midwest       no
## 8184    138.89        11          1      cauc  yes   midwest      yes
## 8185    674.26        16          9      cauc  yes   midwest       no
## 8186    356.13        12         24      cauc  yes   midwest       no
## 8187    220.80        12         25      cauc  yes   midwest       no
## 8188    930.81        14         38      cauc  yes   midwest       no
## 8189   1646.09        15         18      cauc  yes   midwest       no
## 8190    586.42        12         12      cauc  yes   midwest       no
## 8191    356.13        16          2      cauc  yes   midwest      yes
## 8192    970.02        18          4      cauc  yes   midwest       no
## 8193    705.47        17          7      cauc  yes   midwest       no
## 8194   1044.63        18          5      cauc  yes   midwest       no
## 8195   1780.63        18         39      cauc  yes   midwest       no
## 8196   2374.15        18         24      afam  yes   midwest       no
## 8197    379.87        15          7      cauc  yes   midwest       no
## 8198    342.94        15         28      cauc  yes   midwest       no
## 8199    403.61        12         25      cauc  yes   midwest       no
## 8200    237.42        12          1      cauc  yes   midwest       no
## 8201   1109.54        14         17      cauc  yes   midwest       no
## 8202   1068.38        18          7      cauc  yes   midwest       no
## 8203    261.16        12          2      cauc  yes   midwest       no
## 8204    664.77        12         28      cauc  yes   midwest       no
## 8205    160.49        12          0      cauc  yes   midwest       no
## 8206     58.10        14          5      cauc  yes   midwest      yes
## 8207    415.48        13          5      cauc  yes   midwest       no
## 8208    790.12        18          5      cauc  yes   midwest       no
## 8209    700.38        16         13      cauc  yes   midwest       no
## 8210    830.96        11         32      cauc  yes   midwest       no
## 8211    842.83        16         16      afam  yes   midwest       no
## 8212   1604.94        16         14      cauc  yes   midwest       no
## 8213    141.98        14          0      afam  yes   midwest      yes
## 8214    878.44        16         11      afam  yes   midwest       no
## 8215    444.44         8         29      cauc  yes   midwest       no
## 8216    474.83        12         45      cauc  yes   midwest       no
## 8217    222.22        12          5      cauc  yes   midwest       no
## 8218    379.87        12         19      cauc  yes   midwest       no
## 8219    370.37         9         23      cauc  yes   midwest       no
## 8220    432.10        12         22      cauc  yes   midwest       no
## 8221    104.30         4         36      cauc  yes   midwest       no
## 8222    517.72         7         52      cauc  yes   midwest       no
## 8223    783.48        18         11      cauc  yes   midwest       no
## 8224   1305.79        17          8      cauc  yes   midwest       no
## 8225    257.20        12         10      cauc  yes   midwest       no
## 8226    356.13        15          2      cauc  yes   midwest       no
## 8227    237.42         6         33      cauc  yes   midwest       no
## 8228    332.38        13         10      afam  yes   midwest       no
## 8229    379.87         9         38      cauc  yes   midwest       no
## 8230    196.41         8         18      cauc  yes   midwest      yes
## 8231    258.12        12         18      cauc  yes   midwest       no
## 8232   1305.79        18          7      afam  yes   midwest       no
## 8233    641.03        12         32      afam  yes   midwest       no
## 8234    360.08        16         -2      afam  yes   midwest       no
## 8235     85.66        13          0      afam  yes   midwest      yes
## 8236    569.80        12         44      afam  yes   midwest       no
## 8237   1006.17        14         12      cauc  yes   midwest       no
## 8238    593.54        13          7      cauc  yes   midwest       no
## 8239    712.25        13         36      cauc  yes   midwest       no
## 8240    205.76        12          0      cauc  yes   midwest       no
## 8241   1899.34        16         23      cauc  yes   midwest       no
## 8242   2397.14        17         12      cauc  yes   midwest       no
## 8243   1094.28        16         11      cauc  yes   midwest       no
## 8244    403.61        16          2      cauc  yes   midwest       no
## 8245    617.28        16         34      cauc  yes   midwest       no
## 8246     59.35        15          1      cauc  yes   midwest      yes
## 8247    522.32        17         29      cauc  yes   midwest       no
## 8248    795.35        18         17      cauc  yes   midwest       no
## 8249    664.77        15         16      cauc  yes   midwest       no
## 8250    712.25        12         31      cauc  yes   midwest       no
## 8251   1210.83        16         11      cauc  yes   midwest       no
## 8252    664.77        14         29      cauc  yes   midwest       no
## 8253    161.03        14         -1      cauc  yes   midwest       no
## 8254    569.80        13         22      cauc  yes   midwest       no
## 8255     59.26        14         47      cauc  yes   midwest      yes
## 8256     82.30        12          0      afam  yes   midwest      yes
## 8257    522.32        12          9      afam  yes   midwest       no
## 8258     92.59        12          8      afam  yes   midwest       no
## 8259    641.03        16          8      cauc  yes   midwest       no
## 8260    652.90        18          4      cauc  yes   midwest       no
## 8261    474.83        12         30      cauc  yes   midwest       no
## 8262    251.66         5         49      cauc  yes   midwest       no
## 8263    261.16         5         23      cauc  yes   midwest       no
## 8264   1115.86        12         15      cauc  yes   midwest       no
## 8265    607.88        14          6      cauc  yes   midwest       no
## 8266    949.67        12          5      cauc  yes   midwest       no
## 8267    949.67        12          7      cauc  yes   midwest       no
## 8268   1780.63        16         23      cauc  yes   midwest       no
## 8269    717.24        12         35      cauc  yes   midwest       no
## 8270    960.22        17         19      cauc  yes   midwest       no
## 8271   1187.08        14         29      cauc  yes   midwest       no
## 8272    664.77        14         18      cauc  yes   midwest       no
## 8273   1780.63        18          7      cauc  yes   midwest       no
## 8274    712.25        16         16      cauc  yes   midwest       no
## 8275    973.41        16          8      cauc  yes   midwest       no
## 8276   1424.50        14         17      cauc  yes   midwest       no
## 8277    451.09         9         43      afam  yes   midwest       no
## 8278    189.93         6         49      cauc  yes   midwest       no
## 8279    688.51        18         18      cauc  yes   midwest       no
## 8280    759.73        16         16      cauc  yes   midwest       no
## 8281    216.05        12          9      afam  yes   midwest       no
## 8282    617.28        13         35      cauc  yes   midwest       no
## 8283    185.19        14         20      cauc  yes   midwest      yes
## 8284    593.54        12         10      afam  yes   midwest       no
## 8285    257.42        12          7      afam  yes   midwest       no
## 8286   1305.79        18         19      cauc  yes   midwest       no
## 8287    403.61        14          5      cauc  yes   midwest       no
## 8288   2374.15        18         16      afam  yes   midwest       no
## 8289    712.25         6         18      cauc  yes   midwest       no
## 8290    854.70        15         30      cauc  yes   midwest       no
## 8291    569.80        16          3      cauc  yes   midwest       no
## 8292    415.48        13         15      cauc  yes   midwest       no
## 8293    299.15        14         13      cauc  yes   midwest       no
## 8294    866.57        17         23      cauc  yes   midwest       no
## 8295    493.83         8         36      cauc  yes   midwest       no
## 8296    717.77        16         13      cauc  yes   midwest       no
## 8297   1305.79        16         12      cauc  yes   midwest       no
## 8298    284.90        12         52      afam  yes   midwest       no
## 8299    391.74        12         20      afam  yes   midwest       no
## 8300    664.77        12         27      afam  yes   midwest       no
## 8301    427.35        16          5      afam  yes   midwest       no
## 8302   1007.41        12         26      cauc  yes   midwest       no
## 8303    483.09        13          3      cauc  yes   midwest       no
## 8304    205.76        12         14      afam  yes   midwest      yes
## 8305    553.77        18         30      cauc  yes   midwest       no
## 8306    712.25        13         31      afam  yes   midwest       no
## 8307    735.99        12         33      cauc  yes   midwest       no
## 8308    427.35        12          7      cauc  yes   midwest       no
## 8309    664.77        12         41      cauc  yes   midwest       no
## 8310    306.27        12          1      cauc  yes   midwest       no
## 8311    569.80        10         14      cauc  yes   midwest       no
## 8312    538.14        13          9      cauc  yes   midwest       no
## 8313    593.54        12         34      cauc  yes   midwest       no
## 8314   1163.34        16         13      cauc  yes   midwest       no
## 8315    973.41        10         37      cauc  yes   midwest       no
## 8316    925.93        12          7      cauc  yes   midwest       no
## 8317   1366.84        18         36      cauc  yes   midwest       no
## 8318   1139.60        18         16      cauc  yes   midwest       no
## 8319    447.85        16          2      cauc  yes   midwest       no
## 8320   1187.08        16         11      cauc  yes   midwest       no
## 8321    830.96        16         20      cauc  yes   midwest       no
## 8322    142.33        12         46      cauc  yes   midwest      yes
## 8323   1111.11         8         43      cauc  yes   midwest       no
## 8324   1198.26        17         15      cauc  yes   midwest       no
## 8325     96.30         8          4      cauc  yes   midwest      yes
## 8326   1020.89        13         25      cauc  yes   midwest       no
## 8327    936.07        12         25      cauc  yes   midwest       no
## 8328   1305.79        14         14      cauc  yes   midwest       no
## 8329    712.25        12         12      cauc  yes   midwest       no
## 8330    427.35         8         37      cauc  yes   midwest       no
## 8331    474.83        12         10      afam  yes   midwest       no
## 8332   2374.15        15         33      cauc  yes   midwest       no
## 8333    352.73         9         26      cauc  yes   midwest       no
## 8334    617.28         4         50      cauc  yes   midwest       no
## 8335   2374.15        14         31      cauc  yes   midwest       no
## 8336   1590.69        18         31      cauc  yes   midwest       no
## 8337    415.48        16          1      cauc  yes   midwest       no
## 8338    546.06        12         10      cauc  yes   midwest       no
## 8339    781.72        17         10      cauc  yes   midwest       no
## 8340    522.32        12         20      cauc  yes   midwest       no
## 8341    474.83        11         12      cauc  yes   midwest       no
## 8342   1187.08        14         47      cauc  yes   midwest       no
## 8343    593.54        14         22      afam  yes   midwest       no
## 8344   1661.92        14         31      cauc  yes   midwest       no
## 8345  15123.50        10         28      cauc  yes   midwest       no
## 8346    569.80        12         20      afam  yes   midwest       no
## 8347    593.54        15         39      cauc  yes   midwest       no
## 8348    213.68        16          2      cauc  yes   midwest       no
## 8349     57.61        14         -1      cauc  yes   midwest      yes
## 8350    427.35         9         24      cauc  yes   midwest       no
## 8351    130.58        10          2      cauc  yes   midwest      yes
## 8352    237.42        12         18      cauc  yes   midwest       no
## 8353    830.96        16         15      cauc  yes   midwest       no
## 8354    949.67        18         40      afam  yes   midwest       no
## 8355    154.32        14         12      afam  yes   midwest       no
## 8356    427.35        12         20      afam  yes   midwest       no
## 8357    332.38        14         19      afam  yes   midwest       no
## 8358    308.64        10         21      afam  yes   midwest       no
## 8359     94.97        16          0      cauc  yes   midwest      yes
## 8360    807.22        12         21      cauc  yes   midwest       no
## 8361    973.41        18         18      cauc  yes   midwest       no
## 8362     56.79        13         -1      cauc  yes   midwest      yes
## 8363    334.76        12         16      cauc  yes   midwest       no
## 8364    740.74        12         35      cauc  yes   midwest       no
## 8365    949.67        12         44      cauc  yes   midwest       no
## 8366    275.40        12          7      cauc  yes   midwest       no
## 8367   2374.15        18          7      cauc  yes   midwest       no
## 8368    691.36        12         33      cauc  yes   midwest       no
## 8369   1187.08        18         11      cauc  yes   midwest       no
## 8370    633.76        12         37      cauc  yes   midwest       no
## 8371    345.68        12          2      cauc  yes   midwest       no
## 8372   4056.44        13         41      cauc  yes   midwest      yes
## 8373    569.80        16          7      cauc  yes   midwest       no
## 8374    382.72        18         43      cauc  yes   midwest       no
## 8375   1388.89        13         36      cauc  yes   midwest       no
## 8376    664.77        14         18      afam  yes   midwest       no
## 8377    819.09        14         22      cauc  yes   midwest       no
## 8378    861.63        13         38      cauc  yes   midwest       no
## 8379    514.40        12         13      cauc  yes   midwest       no
## 8380    823.05        13         45      cauc  yes   midwest       no
## 8381    311.73        18          4      cauc  yes   midwest       no
## 8382    451.09        13          9      cauc  yes   midwest       no
## 8383   1661.92        16          3      cauc  yes   midwest       no
## 8384   1163.34        16         13      cauc  yes   midwest       no
## 8385    377.23        18          0      cauc  yes   midwest      yes
## 8386    411.52        16          1      cauc  yes   midwest       no
## 8387   1358.02        16         26      cauc  yes   midwest       no
## 8388    759.73        15         21      cauc  yes   midwest       no
## 8389    148.15        13          7      afam  yes   midwest      yes
## 8390    296.30        10         35      afam  yes   midwest       no
## 8391    451.09        12          5      cauc  yes   midwest       no
## 8392    958.62        12         30      cauc  yes   midwest       no
## 8393    569.80        16         29      cauc  yes   midwest       no
## 8394    308.64        12         24      afam  yes   midwest       no
## 8395    462.96        14         13      cauc  yes   midwest      yes
## 8396   1187.08        12          9      cauc  yes   midwest       no
## 8397    498.58        10         33      afam  yes   midwest       no
## 8398    118.71        12          8      afam  yes   midwest       no
## 8399    854.70        18         29      cauc  yes   midwest       no
## 8400    973.41        16         28      afam  yes   midwest       no
## 8401    237.42        12         17      afam  yes   midwest       no
## 8402    216.05        11         45      afam  yes   midwest       no
## 8403   1424.50        18          6      cauc  yes   midwest       no
## 8404    385.80        18          3      cauc  yes   midwest       no
## 8405    488.08         4         21      cauc  yes   midwest       no
## 8406    344.25        13          6      cauc  yes   midwest       no
## 8407    308.64        10          5      cauc  yes   midwest       no
## 8408    405.64        13         11      cauc  yes   midwest       no
## 8409    522.32        15         19      cauc  yes   midwest       no
## 8410   1187.08        16          8      cauc  yes   midwest       no
## 8411    641.03        14         32      cauc  yes   midwest       no
## 8412    949.67        18         11      cauc  yes   midwest       no
## 8413    379.87         8         52      cauc  yes   midwest       no
## 8414    451.09        16         32      cauc  yes   midwest       no
## 8415   1851.85        16         13      cauc  yes   midwest       no
## 8416    712.25        14         23      afam  yes   midwest       no
## 8417    593.54        14         36      cauc  yes   midwest       no
## 8418   1115.86        16          9      cauc  yes   midwest       no
## 8419    712.25        11         35      afam  yes   midwest       no
## 8420    738.17        10         22      cauc  yes   midwest       no
## 8421    759.73        12         44      cauc  yes   midwest       no
## 8422    569.80        12         18      afam  yes   midwest       no
## 8423    213.68        11          8      afam  yes   midwest       no
## 8424    579.30        18         29      afam  yes   midwest       no
## 8425    111.11        13          2      cauc  yes   midwest      yes
## 8426    795.35        16         11      cauc  yes   midwest       no
## 8427    726.22        14         15      cauc  yes   midwest       no
## 8428    522.32        15          2      cauc  yes   midwest       no
## 8429    284.90        12          4      cauc  yes   midwest       no
## 8430   1258.31        17         23      cauc  yes   midwest       no
## 8431    771.60        16         16      cauc  yes   midwest       no
## 8432    641.03        12         42      cauc  yes   midwest       no
## 8433    712.25        14         34      cauc  yes   midwest       no
## 8434    641.03        14          7      cauc  yes   midwest       no
## 8435    205.76        10         47      cauc  yes   midwest      yes
## 8436    154.32        12          6      cauc  yes   midwest       no
## 8437    356.13        13          9      cauc  yes   midwest       no
## 8438    522.32         7         31      cauc  yes   midwest       no
## 8439    142.45        12          3      cauc  yes   midwest      yes
## 8440     64.98        12          1      cauc  yes   midwest      yes
## 8441    712.25        16          5      cauc  yes   midwest       no
## 8442   1005.58        17          7      cauc  yes   midwest       no
## 8443    709.88        16         13      cauc  yes   midwest       no
## 8444    735.99        14         13      cauc  yes   midwest       no
## 8445    925.93        16         18      cauc  yes   midwest       no
## 8446   1424.50        12         31      cauc  yes   midwest       no
## 8447    949.67        12          7      cauc  yes   midwest       no
## 8448    854.70        12          5      afam  yes   midwest       no
## 8449    257.20        10          3      cauc  yes   midwest       no
## 8450    303.89        12         14      cauc  yes   midwest       no
## 8451    166.67        16          3      cauc  yes   midwest       no
## 8452    759.73        12         15      cauc  yes   midwest       no
## 8453   1590.69        16         11      cauc  yes   midwest       no
## 8454   1068.38         8         31      cauc  yes   midwest       no
## 8455    123.46        18          5      cauc  yes   midwest      yes
## 8456    593.54        12          7      cauc  yes   midwest       no
## 8457    593.54        12          4      cauc  yes   midwest       no
## 8458    830.96        12         29      cauc  yes   midwest       no
## 8459    705.13        13         21      cauc  yes   midwest       no
## 8460   1187.08        18         17      cauc  yes   midwest       no
## 8461    474.83        12         39      cauc  yes   midwest       no
## 8462    949.67        12          7      cauc  yes   midwest       no
## 8463   1044.63        15         25      cauc  yes   midwest       no
## 8464    830.96        15          9      cauc  yes   midwest       no
## 8465    189.93        12          2      cauc  yes   midwest       no
## 8466    783.48         8         44      cauc  yes   midwest       no
## 8467    949.67        11         43      cauc  yes   midwest       no
## 8468    514.40        12         42      cauc  yes   midwest       no
## 8469    474.83         8         18      cauc  yes   midwest       no
## 8470    666.31        13          9      cauc  yes   midwest       no
## 8471    474.83         7         26      cauc  yes   midwest       no
## 8472   1068.38        13         16      cauc  yes   midwest       no
## 8473    451.09         8         12      cauc  yes   midwest       no
## 8474    997.15        12         20      cauc  yes   midwest       no
## 8475    546.06        16         40      cauc  yes   midwest       no
## 8476   1888.16        12         40      cauc  yes   midwest       no
## 8477    474.83        13          1      cauc  yes   midwest       no
## 8478   1305.79        12         22      cauc  yes   midwest       no
## 8479   1187.08        15         36      cauc  yes   midwest       no
## 8480    493.83        15          0      cauc  yes   midwest      yes
## 8481    688.51        17         16      cauc  yes   midwest       no
## 8482   1424.50        16         41      cauc  yes   midwest       no
## 8483    427.35        18          0      cauc  yes   midwest       no
## 8484    709.88        17          0      cauc  yes   midwest      yes
## 8485    427.98        14          0      cauc  yes   midwest      yes
## 8486   1780.63        18         20      cauc  yes   midwest       no
## 8487   1139.60        18         14      cauc  yes   midwest       no
## 8488    638.65        13         16      cauc  yes   midwest       no
## 8489    427.35        13          4      cauc  yes   midwest       no
## 8490    474.83        13         10      cauc  yes   midwest       no
## 8491    712.25        13          5      cauc  yes   midwest       no
## 8492   1115.86        16         27      cauc  yes   midwest       no
## 8493     77.16        13          1      cauc  yes   midwest      yes
## 8494    154.32        13         -1      cauc  yes   midwest      yes
## 8495   2374.15        18         29      cauc  yes   midwest       no
## 8496    848.77        12         32      cauc  yes   midwest      yes
## 8497    379.87        13         31      cauc  yes   midwest       no
## 8498   1305.79        18         15      cauc  yes   midwest       no
## 8499    123.46        12         38      cauc  yes   midwest       no
## 8500   1210.83        16         19      cauc  yes   midwest       no
## 8501   1187.08        15         32      cauc  yes   midwest       no
## 8502    306.88        14          9      cauc  yes   midwest       no
## 8503    237.42        15          3      cauc  yes   midwest       no
## 8504    973.41        12         18      cauc  yes   midwest       no
## 8505    588.97        17         -1      cauc  yes   midwest       no
## 8506    370.37        15          8      cauc  yes   midwest       no
## 8507   1086.18        13         25      cauc  yes   midwest       no
## 8508    355.51        12         11      cauc  yes   midwest       no
## 8509    617.28        14         33      cauc  yes   midwest       no
## 8510    631.53        18          4      cauc  yes   midwest       no
## 8511    573.19        15         32      cauc  yes   midwest       no
## 8512    759.73        12         21      cauc  yes   midwest       no
## 8513    474.83        13          9      cauc  yes   midwest       no
## 8514    332.38         8         44      cauc  yes   midwest       no
## 8515    284.90        12          4      cauc  yes   midwest       no
## 8516   2184.24        14         38      cauc  yes   midwest       no
## 8517    864.20        15         21      cauc  yes   midwest       no
## 8518   1068.38        12         18      cauc  yes   midwest       no
## 8519    997.15        14         18      cauc  yes   midwest       no
## 8520    902.18        14         22      cauc  yes   midwest       no
## 8521    617.28        12         44      cauc  yes   midwest       no
## 8522    593.54        13         22      cauc  yes   midwest       no
## 8523    123.46        16         11      cauc  yes   midwest      yes
## 8524   1242.47        18         11      cauc  yes   midwest       no
## 8525    379.87        14          4      cauc  yes   midwest       no
## 8526    446.65        16          7      cauc  yes   midwest       no
## 8527    546.06         7         27      cauc  yes   midwest       no
## 8528    474.83        12          8      cauc  yes   midwest       no
## 8529    949.67        18         16      cauc  yes   midwest       no
## 8530   1111.11        17          0      cauc  yes   midwest       no
## 8531    712.25        18          1      cauc  yes   midwest       no
## 8532    592.59        16          2      cauc  yes   midwest       no
## 8533    997.15        12         28      cauc  yes   midwest       no
## 8534    443.97        12          2      cauc  yes   midwest       no
## 8535    627.11        13         25      cauc  yes   midwest       no
## 8536    807.22        12         46      cauc  yes   midwest       no
## 8537    949.67        13         25      cauc  yes   midwest       no
## 8538    284.90        12         13      cauc  yes   midwest       no
## 8539    712.25        12         11      cauc  yes   midwest       no
## 8540    656.69        12         12      cauc  yes   midwest       no
## 8541    794.52        16         18      cauc  yes   midwest       no
## 8542    997.15        17         17      cauc  yes   midwest       no
## 8543    503.99        15         18      cauc  yes   midwest       no
## 8544    192.31        16         16      cauc  yes   midwest       no
## 8545    569.80        12          6      cauc  yes   midwest       no
## 8546    679.01        16         21      cauc  yes   midwest       no
## 8547    854.70        18          5      cauc  yes   midwest       no
## 8548    497.53        13         12      cauc  yes   midwest       no
## 8549    498.58        12          2      cauc  yes   midwest       no
## 8550    759.73        12         48      cauc  yes   midwest       no
## 8551    712.25        12         38      cauc  yes   midwest       no
## 8552    163.37        16          1      cauc  yes   midwest      yes
## 8553    121.08        13         -1      cauc  yes   midwest      yes
## 8554    997.15        14         14      cauc  yes   midwest       no
## 8555   1424.50        15         32      cauc  yes   midwest       no
## 8556     80.25        12          1      cauc  yes   midwest      yes
## 8557    666.48        11          9      cauc  yes   midwest       no
## 8558    830.96        14          6      cauc  yes   midwest       no
## 8559    813.96        12         23      cauc  yes   midwest       no
## 8560    356.13        11         28      cauc  yes   midwest       no
## 8561    166.19        14          0      cauc  yes   midwest      yes
## 8562    352.73        12          7      cauc  yes   midwest       no
## 8563    237.42         0         27      cauc  yes   midwest       no
## 8564    166.19         8         42      cauc  yes   midwest       no
## 8565    498.58        12         16      cauc  yes   midwest       no
## 8566    360.08         6         18      cauc  yes   midwest       no
## 8567    154.32        17          3      afam  yes   midwest      yes
## 8568    332.38        12         12      cauc  yes   midwest       no
## 8569    154.32        14         20      cauc  yes   midwest       no
## 8570    474.83        12          7      cauc  yes   midwest       no
## 8571    664.77        11         19      cauc  yes   midwest       no
## 8572    830.96        13         18      cauc  yes   midwest       no
## 8573    427.35        12          3      cauc  yes   midwest       no
## 8574    141.09        13          0      cauc  yes   midwest       no
## 8575     99.72        13          2      afam  yes   midwest      yes
## 8576     94.97        14          0      afam  yes   midwest      yes
## 8577    237.42        12         36      afam  yes   midwest       no
## 8578    189.93        12         30      afam  yes   midwest       no
## 8579    284.90        12         23      afam  yes   midwest       no
## 8580    308.64        12         36      afam  yes   midwest       no
## 8581    236.63        15          1      afam  yes   midwest      yes
## 8582    308.64        14         -1      afam  yes   midwest       no
## 8583   1187.08        12         28      cauc  yes   midwest       no
## 8584    973.41        16         14      cauc  yes   midwest       no
## 8585    593.54        12          8      cauc  yes   midwest       no
## 8586    308.64        13          7      cauc  yes   midwest       no
## 8587    644.59        13         10      cauc  yes   midwest       no
## 8588    451.09        12         19      cauc  yes   midwest       no
## 8589    474.83        12         16      cauc  yes   midwest       no
## 8590    949.67        12         18      cauc  yes   midwest       no
## 8591    830.96        16         16      cauc  yes   midwest       no
## 8592   1870.56        13         20      cauc  yes   midwest       no
## 8593    949.67        13         30      afam  yes   midwest       no
## 8594    409.54         8         39      cauc  yes   midwest       no
## 8595    429.11        12         50      cauc  yes   midwest       no
## 8596    652.90        12         24      cauc  yes   midwest       no
## 8597    664.77        14          9      cauc  yes   midwest       no
## 8598    641.03        12          7      cauc  yes   midwest       no
## 8599    771.60        16         35      cauc  yes   midwest       no
## 8600    949.67        13         15      cauc  yes   midwest       no
## 8601    548.70        12         12      cauc  yes   midwest       no
## 8602    288.07         6         27      cauc  yes   midwest       no
## 8603    403.61        12          8      cauc  yes   midwest       no
## 8604    522.32         6         22      cauc  yes   midwest       no
## 8605    681.48        16         13      cauc  yes   midwest       no
## 8606    296.77        14          7      cauc  yes   midwest       no
## 8607    902.18        12         37      cauc  yes   midwest       no
## 8608    411.52        12         46      cauc  yes   midwest       no
## 8609    657.64        12         10      cauc  yes   midwest       no
## 8610    362.83        12          7      cauc  yes   midwest       no
## 8611    593.54        16         13      cauc  yes   midwest       no
## 8612    129.63        12         17      cauc  yes   midwest      yes
## 8613    237.42         7         30      cauc  yes   midwest       no
## 8614    137.17         8          4      cauc  yes   midwest       no
## 8615    213.68        15          0      cauc  yes   midwest       no
## 8616    213.68         6         20      cauc  yes   midwest       no
## 8617    345.68        12         14      afam  yes   midwest       no
## 8618    474.83         8         40      afam  yes   midwest       no
## 8619    712.25        14         15      afam  yes   midwest       no
## 8620    641.03        11          5      cauc  yes   midwest       no
## 8621    759.73        10         32      afam  yes   midwest       no
## 8622    759.73        12         19      afam  yes   midwest       no
## 8623    593.54        17          5      cauc  yes   midwest       no
## 8624    830.96        13         22      cauc  yes   midwest       no
## 8625    439.22        16          9      cauc  yes   midwest       no
## 8626    308.64        13          5      cauc  yes   midwest       no
## 8627    474.83        12         11      afam  yes   midwest       no
## 8628    937.70        12         35      cauc  yes   midwest       no
## 8629    740.74        12          6      cauc  yes   midwest       no
## 8630    227.42        13          4      cauc  yes   midwest       no
## 8631    861.33        12         18      cauc  yes   midwest       no
## 8632    403.61        10         40      cauc  yes   midwest       no
## 8633     94.97        15          3      cauc  yes   midwest      yes
## 8634    854.70        12         21      cauc  yes   midwest       no
## 8635    356.13        16         46      cauc  yes   midwest      yes
## 8636   1101.73        18          7      cauc  yes   midwest       no
## 8637   1780.63        16         25      cauc  yes   midwest       no
## 8638     94.97        13          4      afam  yes   midwest      yes
## 8639    356.13        10         27      cauc  yes   midwest       no
## 8640    474.83         9         17      cauc  yes   midwest       no
## 8641   1092.12        12          7      cauc  yes   midwest       no
## 8642    643.00        12         18      cauc  yes   midwest       no
## 8643    370.37        11          6      cauc  yes   midwest       no
## 8644   1171.26        12         33      cauc  yes   midwest       no
## 8645   1448.24        18         35      cauc  yes   midwest       no
## 8646    688.51        12         11      cauc  yes   midwest       no
## 8647   1343.78        18         24      cauc  yes   midwest       no
## 8648    133.74        16         -1      cauc  yes   midwest      yes
## 8649   1064.39        16          8      cauc  yes   midwest       no
## 8650    593.54        16          8      afam  yes   midwest       no
## 8651    949.67        12         35      afam  yes   midwest       no
## 8652    544.50        12         11      afam  yes   midwest       no
## 8653    396.83        13          8      afam  yes   midwest       no
## 8654    330.69        12          7      afam  yes   midwest       no
## 8655    332.38        16         18      cauc  yes   midwest       no
## 8656    182.83        10         26      cauc  yes   midwest       no
## 8657    830.96        12         14      afam  yes   midwest       no
## 8658    664.77        16         28      afam  yes   midwest       no
## 8659    949.67        12          7      afam  yes   midwest       no
## 8660   1187.08        18         16      cauc  yes   midwest       no
## 8661   1780.63        17         18      cauc  yes   midwest       no
## 8662    593.54        14         17      afam  yes   midwest       no
## 8663    712.25        12         29      cauc  yes   midwest       no
## 8664    712.25        15         14      cauc  yes   midwest       no
## 8665   1286.01        16         44      cauc  yes   midwest       no
## 8666    617.28        12         16      cauc  yes   midwest       no
## 8667    664.77        12         37      cauc  yes   midwest       no
## 8668    712.25        12         10      cauc  yes   midwest       no
## 8669    290.49        12          1      cauc  yes   midwest      yes
## 8670    949.67        16         25      cauc  yes   midwest       no
## 8671    617.28        14         14      cauc  yes   midwest       no
## 8672    668.04        14         13      cauc  yes   midwest       no
## 8673    318.93        16         -1      cauc  yes   midwest       no
## 8674   1780.63        17         16      cauc  yes   midwest       no
## 8675    593.54        16         23      cauc  yes   midwest       no
## 8676    830.96        18          7      cauc  yes   midwest       no
## 8677    427.35        18         42      cauc  yes   midwest       no
## 8678    462.96        12         43      cauc  yes   midwest       no
## 8679    403.61        13          4      cauc  yes   midwest       no
## 8680    261.16        14          9      cauc  yes   midwest       no
## 8681    462.96        14         10      cauc  yes   midwest       no
## 8682    664.77        16          6      cauc  yes   midwest       no
## 8683    830.96        16          7      cauc  yes   midwest       no
## 8684   1068.38        14         40      cauc  yes   midwest       no
## 8685    246.91        16          0      cauc  yes   midwest      yes
## 8686    226.34        14          1      cauc  yes   midwest       no
## 8687    593.54        12          9      cauc  yes   midwest       no
## 8688    451.09        12          8      cauc  yes   midwest       no
## 8689    399.42        12         21      cauc  yes   midwest       no
## 8690   2374.15        15         23      cauc  yes   midwest       no
## 8691   1187.08        16         22      cauc  yes   midwest       no
## 8692     71.23        16          1      cauc  yes   midwest      yes
## 8693    154.32        16         -1      cauc  yes   midwest      yes
## 8694    154.32        13         -1      cauc  yes   midwest      yes
## 8695   1424.50        12         33      cauc  yes   midwest       no
## 8696    265.30        12          4      cauc  yes   midwest       no
## 8697    704.79        14         14      cauc  yes   midwest       no
## 8698    261.16        12         35      cauc  yes   midwest       no
## 8699   1157.41        12         12      cauc  yes   midwest       no
## 8700    243.39        11          4      cauc  yes   midwest       no
## 8701    712.25        14         19      cauc  yes   midwest       no
## 8702    759.73        12         17      cauc  yes   midwest       no
## 8703    154.32        12          0      cauc  yes   midwest      yes
## 8704    356.13        15          2      cauc  yes   midwest       no
## 8705    135.80        12          0      cauc  yes   midwest      yes
## 8706    123.46        12          0      cauc  yes   midwest      yes
## 8707    949.67        14          7      cauc  yes   midwest       no
## 8708    474.83        14          8      cauc  yes   midwest       no
## 8709   1187.08        16         12      cauc  yes   midwest       no
## 8710   2374.15        18         28      cauc  yes   midwest       no
## 8711    426.49        11         11      cauc  yes   midwest       no
## 8712    629.15        16          5      cauc  yes   midwest       no
## 8713    949.67        17         23      cauc  yes   midwest       no
## 8714    712.25        12         10      cauc  yes   midwest       no
## 8715    712.25        16          2      cauc  yes   midwest       no
## 8716    830.96        12         11      cauc  yes   midwest       no
## 8717    541.70        13         11      cauc  yes   midwest       no
## 8718   1410.93        14         26      cauc  yes   midwest       no
## 8719    807.22        16         11      cauc  yes   midwest       no
## 8720   2374.15        18         17      cauc  yes   midwest       no
## 8721   2374.15        18         10      cauc  yes   midwest       no
## 8722    712.25        12          8      cauc  yes   midwest       no
## 8723    997.15        10         32      cauc  yes   midwest      yes
## 8724    332.38        13          2      cauc  yes   midwest       no
## 8725    735.99        14         20      cauc  yes   midwest       no
## 8726    830.96        14         18      cauc  yes   midwest       no
## 8727   1777.99        16         18      cauc  yes   midwest       no
## 8728   1187.08        18          9      cauc  yes   midwest       no
## 8729    486.70        12          7      afam  yes   midwest       no
## 8730    474.83        14          7      cauc  yes   midwest       no
## 8731    771.60        18         21      cauc  yes   midwest       no
## 8732    352.77         6         30      cauc  yes   midwest       no
## 8733    902.18        12         26      cauc   no   midwest       no
## 8734    448.93        13          0      cauc   no   midwest       no
## 8735    486.70        12         10      cauc   no   midwest       no
## 8736    443.97        15         31      cauc   no   midwest       no
## 8737    142.45        14         -1      cauc   no   midwest      yes
## 8738    629.39        10         32      cauc   no   midwest       no
## 8739    557.93        12         36      cauc   no   midwest       no
## 8740    332.38        12          6      cauc   no   midwest       no
## 8741    348.27        16          2      cauc   no   midwest       no
## 8742    252.79        12         17      cauc   no   midwest       no
## 8743    807.22        12         27      cauc   no   midwest       no
## 8744     77.78         8         52      cauc   no   midwest      yes
## 8745    474.83        11         34      cauc   no   midwest       no
## 8746    878.44        12         26      cauc   no   midwest       no
## 8747    830.96        13         28      cauc   no   midwest       no
## 8748     94.97        13         32      cauc   no   midwest      yes
## 8749    474.83        12         16      cauc   no   midwest       no
## 8750    261.16        12          3      cauc   no   midwest       no
## 8751    246.91         5         21      cauc   no   midwest       no
## 8752    177.47        12          4      cauc  yes   midwest       no
## 8753    807.22        14         42      cauc  yes   midwest       no
## 8754    593.54        12          5      cauc  yes   midwest       no
## 8755    288.07        14         27      cauc  yes   midwest       no
## 8756    641.03        18         30      cauc  yes   midwest       no
## 8757    830.96        12          6      cauc  yes   midwest       no
## 8758     57.70        11         20      cauc   no   midwest       no
## 8759    474.83        13          6      cauc  yes   midwest       no
## 8760    403.61        12          8      cauc   no   midwest       no
## 8761    949.67        12         30      cauc   no   midwest       no
## 8762    187.87        12          7      cauc   no   midwest       no
## 8763    356.13        12         44      cauc   no   midwest       no
## 8764   1234.57        16          9      cauc   no   midwest       no
## 8765    664.77        12         15      cauc   no   midwest       no
## 8766    807.22        12         25      cauc  yes   midwest       no
## 8767   2136.75        18         15      cauc  yes   midwest       no
## 8768    288.07        17          0      cauc  yes   midwest       no
## 8769    498.58        14         16      cauc   no   midwest       no
## 8770   1068.38        16         10      cauc   no   midwest       no
## 8771    546.06         8         49      cauc   no   midwest       no
## 8772    830.96        13         41      cauc   no   midwest       no
## 8773    407.67        11         34      cauc   no   midwest       no
## 8774    227.09        12          1      cauc   no   midwest       no
## 8775    427.35        12          5      cauc   no   midwest       no
## 8776    415.48        12         28      cauc   no   midwest       no
## 8777    474.83        12         15      cauc   no   midwest       no
## 8778   1187.08        11         23      cauc  yes   midwest       no
## 8779    680.75        12         45      cauc  yes   midwest       no
## 8780    508.19        14         25      cauc  yes   midwest       no
## 8781    344.25        14          9      cauc  yes   midwest       no
## 8782    712.25        12         34      cauc  yes   midwest       no
## 8783    249.78        12          3      cauc  yes   midwest       no
## 8784    389.86         7         46      afam  yes   midwest       no
## 8785    997.15        12         12      cauc  yes   midwest       no
## 8786   1305.79        16         14      cauc  yes   midwest       no
## 8787    438.03        13         24      cauc   no   midwest       no
## 8788    790.12        12         17      cauc   no   midwest       no
## 8789    724.12        12         19      cauc   no   midwest       no
## 8790    949.67        16         14      cauc   no   midwest       no
## 8791    617.28        15         10      cauc   no   midwest       no
## 8792   1424.50        12         20      cauc   no   midwest       no
## 8793    633.90        12         13      cauc   no   midwest       no
## 8794    351.61         9         10      cauc   no   midwest       no
## 8795   1154.99        12         28      cauc   no   midwest       no
## 8796     95.54        12          9      cauc   no   midwest       no
## 8797    596.11        17         10      cauc   no   midwest       no
## 8798    712.25        12         40      cauc  yes   midwest       no
## 8799    145.24         9          6      cauc  yes   midwest       no
## 8800    197.53        14         39      cauc  yes   midwest       no
## 8801    257.20        13          4      cauc  yes   midwest       no
## 8802    267.09        12          1      cauc  yes   midwest       no
## 8803    394.44        12         12      cauc  yes   midwest       no
## 8804   1092.12        12         18      cauc  yes   midwest       no
## 8805    498.58        12         11      cauc  yes   midwest       no
## 8806    759.73        16         15      cauc  yes   midwest       no
## 8807    878.44        12         19      cauc  yes   midwest       no
## 8808    274.35        14          6      cauc  yes   midwest       no
## 8809    296.77        12          3      cauc  yes   midwest       no
## 8810    617.28        12         26      cauc  yes   midwest       no
## 8811    104.12        16          0      cauc   no   midwest      yes
## 8812    851.07        10         32      cauc  yes   midwest       no
## 8813    883.19        16         11      cauc  yes   midwest       no
## 8814    178.38        17         12      cauc   no   midwest       no
## 8815   1234.57        18         28      cauc  yes   midwest       no
## 8816    949.67        18         39      cauc   no   midwest       no
## 8817    712.25        12         44      cauc  yes   midwest       no
## 8818   1157.41        16         40      cauc   no   midwest       no
## 8819   1187.08        14         25      cauc   no   midwest       no
## 8820    142.45        12          5      cauc   no   midwest       no
## 8821   1115.86        14         21      cauc   no   midwest       no
## 8822    906.54         7         50      cauc   no   midwest       no
## 8823    593.54        16          8      cauc   no   midwest       no
## 8824    546.06        13          8      cauc   no   midwest       no
## 8825    712.25        16          3      cauc   no   midwest       no
## 8826    759.73        12         22      cauc  yes   midwest       no
## 8827    213.68        12          8      cauc  yes   midwest       no
## 8828    261.16        12          7      afam  yes   midwest       no
## 8829    593.54        12         19      cauc   no   midwest       no
## 8830    261.16        12         40      cauc  yes   midwest       no
## 8831    613.95        12          7      cauc  yes   midwest       no
## 8832    462.96        18         18      cauc  yes   midwest       no
## 8833    159.07        14         -1      cauc  yes   midwest      yes
## 8834    569.80        12         13      cauc   no   midwest       no
## 8835    154.32        10         47      cauc  yes   midwest       no
## 8836    807.22        12         43      cauc  yes   midwest       no
## 8837    854.70        17         29      cauc   no   midwest       no
## 8838    712.25        12         18      cauc   no   midwest       no
## 8839    420.88        13         28      cauc   no   midwest       no
## 8840    189.04        13          7      cauc   no   midwest       no
## 8841    432.10        13         11      cauc   no   midwest       no
## 8842   1450.62        12         31      cauc   no   midwest       no
## 8843    712.25        12         37      cauc   no   midwest       no
## 8844    344.25        12          7      cauc   no   midwest       no
## 8845    349.00        12         10      cauc   no   midwest       no
## 8846   1187.08        13         41      cauc   no   midwest       no
## 8847    771.60        12         22      cauc   no   midwest       no
## 8848    691.36        12         43      cauc   no   midwest       no
## 8849    318.14        12         22      cauc   no   midwest       no
## 8850    557.93        15          3      cauc  yes   midwest       no
## 8851    102.09        18          0      cauc  yes   midwest      yes
## 8852    499.71        14         18      afam  yes   midwest       no
## 8853    163.21        15          9      cauc  yes   midwest      yes
## 8854     94.59        14          4      cauc  yes   midwest      yes
## 8855    664.77        12          9      cauc  yes   midwest       no
## 8856    427.35        12          7      cauc  yes   midwest       no
## 8857    774.93        12         34      cauc   no   midwest       no
## 8858    720.82        18         21      cauc   no   midwest       no
## 8859    302.73        12         28      cauc   no   midwest       no
## 8860     56.98         9         12      cauc   no   midwest      yes
## 8861     61.73        13          0      cauc   no   midwest      yes
## 8862    427.35        12         11      cauc   no   midwest       no
## 8863    283.95         8         50      cauc   no   midwest      yes
## 8864    832.62        13         17      cauc   no   midwest       no
## 8865    997.15        14         17      cauc   no   midwest       no
## 8866    973.41        16         14      cauc   no   midwest       no
## 8867    522.32        14          9      cauc  yes   midwest       no
## 8868    213.68        12         36      cauc  yes   midwest      yes
## 8869    854.70        15         11      cauc   no   midwest       no
## 8870    231.48        12         20      cauc   no   midwest       no
## 8871    308.64        12          3      cauc   no   midwest       no
## 8872    878.44         8         54      cauc   no   midwest       no
## 8873    688.51        12         14      cauc  yes   midwest       no
## 8874    712.25        12         20      cauc  yes   midwest       no
## 8875    474.83        10         35      cauc  yes   midwest       no
## 8876    417.85        12          5      cauc  yes   midwest       no
## 8877   1187.08        15         15      cauc  yes   midwest       no
## 8878    700.38        16          8      cauc  yes   midwest       no
## 8879   1187.08        12         11      cauc  yes   midwest       no
## 8880    793.21        12         22      cauc  yes   midwest       no
## 8881    432.10        12         28      cauc  yes   midwest       no
## 8882    775.51        12         10      cauc  yes   midwest       no
## 8883    830.96        12         19      cauc   no   midwest       no
## 8884    334.16        13         16      cauc   no   midwest       no
## 8885    522.32        12         11      cauc   no   midwest       no
## 8886    949.67        12         39      cauc  yes   midwest       no
## 8887    498.58        14          9      cauc   no   midwest       no
## 8888    148.15        12         51      cauc   no   midwest      yes
## 8889    246.91        11          5      afam  yes   midwest       no
## 8890    144.24        12          1      cauc  yes   midwest       no
## 8891    740.74        12          9      cauc  yes   midwest       no
## 8892   1168.09        16         21      cauc  yes   midwest       no
## 8893   1833.50        18         21      cauc  yes   midwest       no
## 8894    569.80         7         45      cauc  yes   midwest       no
## 8895    237.42        12         10      cauc  yes   midwest       no
## 8896    617.28        18         11      cauc  yes   midwest       no
## 8897    546.06        11         34      cauc  yes   midwest       no
## 8898    395.06        13         10      cauc  yes   midwest       no
## 8899    902.18        12         30      cauc  yes   midwest       no
## 8900    854.70        12         36      cauc  yes   midwest       no
## 8901    158.73        14          1      cauc  yes   midwest      yes
## 8902     66.14        12          0      cauc  yes   midwest      yes
## 8903    617.28        16         10      cauc  yes   midwest       no
## 8904    854.70        13         12      cauc  yes   midwest       no
## 8905    529.44        12         25      cauc  yes   midwest       no
## 8906    527.54        14         16      cauc  yes   midwest       no
## 8907    830.96        15          8      cauc  yes   midwest       no
## 8908    925.93         9         28      cauc  yes   midwest       no
## 8909     67.34        12         48      cauc  yes   midwest      yes
## 8910    176.37        12         17      cauc  yes   midwest       no
## 8911    308.64        14         14      cauc   no   midwest      yes
## 8912    696.42        12         38      cauc  yes   midwest       no
## 8913    593.54        12         33      cauc  yes   midwest       no
## 8914    451.09        12          9      cauc  yes   midwest       no
## 8915    712.25        18         17      cauc  yes   midwest       no
## 8916    569.80        12         33      cauc  yes   midwest       no
## 8917    419.75        18          0      cauc  yes   midwest       no
## 8918    356.13        15         33      cauc  yes   midwest       no
## 8919   1032.38        18         41      cauc   no   midwest       no
## 8920    495.01        18         12      cauc   no   midwest       no
## 8921   1466.67        18         36      cauc   no   midwest       no
## 8922    353.89        12          4      cauc  yes   midwest       no
## 8923   1377.02        18         13      cauc  yes   midwest       no
## 8924   2136.75        18         13      cauc  yes   midwest       no
## 8925    485.80         9         52      cauc  yes   midwest       no
## 8926   1105.97        12         48      cauc  yes   midwest       no
## 8927    688.51        15         23      cauc  yes   midwest       no
## 8928    419.28        14          4      cauc  yes   midwest       no
## 8929    778.73        18         19      cauc  yes   midwest       no
## 8930    617.28        12         44      cauc  yes   midwest       no
## 8931    154.32        13          1      cauc  yes   midwest      yes
## 8932    569.80        10         35      cauc  yes   midwest       no
## 8933    457.25        11         30      cauc  yes   midwest       no
## 8934    593.54        12         29      cauc   no   midwest       no
## 8935   1068.38        16         22      cauc   no   midwest       no
## 8936    884.83        18         17      cauc   no   midwest       no
## 8937   1384.47        12         47      cauc   no   midwest       no
## 8938    474.83        14          9      cauc   no   midwest       no
## 8939    498.58        12         11      cauc   no   midwest       no
## 8940    759.73        12         33      cauc   no   midwest       no
## 8941    522.32        14         22      cauc   no   midwest       no
## 8942    522.32        12         21      cauc   no   midwest       no
## 8943    474.83        12         12      cauc   no   midwest       no
## 8944    427.35        12         23      cauc   no   midwest       no
## 8945    878.44        12         18      cauc   no   midwest       no
## 8946    474.83        14         13      cauc   no   midwest       no
## 8947    218.80        16          1      cauc  yes   midwest       no
## 8948     77.16        14          0      cauc  yes   midwest      yes
## 8949    461.92        17          0      cauc  yes   midwest       no
## 8950    593.54        15          3      cauc  yes   midwest       no
## 8951    658.59        16          6      cauc  yes   midwest       no
## 8952    641.03        10         10      cauc  yes   midwest       no
## 8953    769.23        12          7      cauc  yes   midwest       no
## 8954    308.64        11         20      cauc   no   midwest      yes
## 8955    735.99        18         10      cauc   no   midwest       no
## 8956    474.83        12         19      cauc  yes   midwest       no
## 8957   1163.34        16          8      cauc  yes   midwest       no
## 8958    712.25        10         28      cauc  yes   midwest       no
## 8959    712.25        15         14      cauc  yes   midwest       no
## 8960    498.58        12         33      cauc  yes   midwest       no
## 8961     83.10        12          0      cauc  yes   midwest      yes
## 8962    546.06        12         31      cauc  yes   midwest       no
## 8963    403.61        12          9      cauc  yes   midwest       no
## 8964    629.15        18         17      cauc  yes   midwest       no
## 8965    938.27        12         14      cauc  yes   midwest       no
## 8966    712.25        13         12      cauc  yes   midwest       no
## 8967     94.97        13          0      cauc  yes   midwest       no
## 8968   1040.91        12         30      cauc  yes   midwest       no
## 8969    237.04        13          1      cauc  yes   midwest       no
## 8970    498.58        14         10      cauc  yes   midwest       no
## 8971    130.58        12          4      cauc  yes   midwest       no
## 8972    427.35        13          8      cauc  yes   midwest       no
## 8973    712.25        16         10      cauc  yes   midwest       no
## 8974    182.72        12          8      afam  yes   midwest       no
## 8975   1187.08        17          8      cauc  yes   midwest       no
## 8976    192.90        12          1      cauc  yes   midwest       no
## 8977    557.93        18         13      cauc  yes   midwest       no
## 8978   1115.86        11         40      cauc  yes   midwest       no
## 8979   1068.38        18         19      cauc  yes   midwest       no
## 8980    166.19         9         40      cauc  yes   midwest      yes
## 8981    207.93        12          1      cauc  yes   midwest      yes
## 8982    569.80        12          6      afam  yes   midwest       no
## 8983    949.67        12         11      cauc  yes   midwest       no
## 8984     97.34        18         46      cauc  yes   midwest      yes
## 8985   1187.08        12         28      cauc  yes   midwest       no
## 8986    522.32        16         15      cauc  yes   midwest       no
## 8987    783.48        12         48      cauc  yes   midwest       no
## 8988    379.19        12         23      cauc  yes   midwest       no
## 8989   1139.60        12         38      cauc  yes   midwest       no
## 8990    261.16        12          3      cauc  yes   midwest       no
## 8991    802.47        14         16      cauc  yes   midwest       no
## 8992    418.14        12         36      cauc   no   midwest       no
## 8993    854.70        15         19      afam  yes   midwest       no
## 8994    735.99        12         31      cauc   no   midwest       no
## 8995    138.91        12          0      cauc   no   midwest      yes
## 8996    673.40        12         21      cauc   no   midwest       no
## 8997    427.35         8         41      cauc   no   midwest      yes
## 8998     82.72        10         11      cauc  yes   midwest      yes
## 8999    132.10        11         14      afam  yes   midwest       no
## 9000     78.19         9          8      afam  yes   midwest      yes
## 9001    113.38        12          7      cauc  yes   midwest       no
## 9002    253.24        12         48      afam  yes   midwest      yes
## 9003    347.13        12         37      cauc  yes   midwest       no
## 9004    712.25        12         16      cauc   no   midwest       no
## 9005   1234.57        12         25      cauc   no   midwest       no
## 9006    925.93        12         21      afam  yes   midwest       no
## 9007   1115.86        12         23      cauc  yes   midwest       no
## 9008    835.15         9          5      cauc  yes   midwest       no
## 9009    854.70        17         33      cauc  yes   midwest       no
## 9010    227.92        14         -2      cauc  yes   midwest       no
## 9011    593.54        12         20      cauc  yes   midwest       no
## 9012    498.58         9         37      cauc   no   midwest       no
## 9013    546.06        12         29      cauc   no   midwest       no
## 9014   1115.86        13         26      cauc   no   midwest       no
## 9015    783.48        10         44      cauc   no   midwest       no
## 9016    332.38        12         12      cauc   no   midwest       no
## 9017    332.38        10          8      cauc   no   midwest       no
## 9018    432.10         6         16      cauc  yes   midwest       no
## 9019    688.51        16         28      cauc  yes   midwest       no
## 9020    593.54        16         19      cauc   no   midwest       no
## 9021    284.90        12          6      cauc   no   midwest       no
## 9022    522.32        14         36      cauc   no   midwest       no
## 9023    972.84        12         34      cauc   no   midwest       no
## 9024    617.28        17         11      cauc   no   midwest       no
## 9025    246.91        12         20      cauc   no   midwest       no
## 9026    724.22        12         23      cauc  yes   midwest       no
## 9027    593.54        13          6      cauc  yes   midwest       no
## 9028    546.06        12         20      cauc  yes   midwest       no
## 9029    308.00        14          6      cauc  yes   midwest       no
## 9030    356.13        12         11      cauc   no   midwest       no
## 9031    593.54        12         17      cauc   no   midwest       no
## 9032    470.09        14          6      cauc   no   midwest       no
## 9033    356.13        16          6      cauc   no   midwest       no
## 9034    856.64         8         42      cauc   no   midwest       no
## 9035    403.61        14         11      cauc  yes   midwest       no
## 9036    213.68        12         33      cauc  yes   midwest       no
## 9037    546.06        12         26      cauc  yes   midwest       no
## 9038    555.56        12         17      cauc  yes   midwest       no
## 9039    735.99        18         22      cauc   no   midwest       no
## 9040    569.80        12         40      cauc   no   midwest       no
## 9041    712.25        12         18      cauc   no   midwest       no
## 9042    593.54        12         20      cauc   no   midwest       no
## 9043    569.80        18         10      cauc   no   midwest       no
## 9044    231.79        12         10      afam   no   midwest       no
## 9045   1092.12        13         26      cauc  yes   midwest       no
## 9046    522.32        12         21      cauc   no   midwest       no
## 9047    952.04        13         22      cauc  yes   midwest       no
## 9048    724.64        12         25      cauc  yes   midwest       no
## 9049    114.31        13          1      afam  yes   midwest      yes
## 9050    364.20        12         11      cauc   no   midwest       no
## 9051    546.06        12         10      cauc   no   midwest       no
## 9052    735.99        12         48      cauc  yes   midwest       no
## 9053    280.58        12         33      cauc  yes   midwest       no
## 9054   1424.50        16         40      cauc  yes   midwest       no
## 9055    949.67        14         31      cauc  yes   midwest       no
## 9056    356.13        14          6      cauc  yes   midwest       no
## 9057    356.13        16          7      cauc  yes   midwest       no
## 9058    216.05        17          4      cauc  yes   midwest      yes
## 9059    546.06        14         21      cauc  yes   midwest       no
## 9060    569.80         9         31      afam  yes   midwest       no
## 9061   1424.50        16         23      cauc  yes   midwest       no
## 9062     94.97        14          0      cauc  yes   midwest      yes
## 9063    963.91        18         17      cauc  yes   midwest       no
## 9064    878.44        12         29      cauc  yes   midwest       no
## 9065    379.87        14          7      cauc  yes   midwest       no
## 9066   2374.15        16         38      cauc  yes   midwest       no
## 9067    593.54        12          7      cauc  yes   midwest       no
## 9068    474.83        12         24      cauc  yes   midwest       no
## 9069    474.83        12         12      cauc  yes   midwest       no
## 9070    244.73        13         19      cauc   no   midwest       no
## 9071    182.72        12          2      cauc   no   midwest       no
## 9072    617.28        12         28      cauc   no   midwest       no
## 9073   1092.12        16         16      cauc   no   midwest       no
## 9074    676.64        12         27      cauc  yes   midwest       no
## 9075    593.40        12         23      cauc  yes   midwest       no
## 9076    458.21        12          9      cauc  yes   midwest       no
## 9077    246.91        16         12      cauc   no   midwest       no
## 9078    712.25        16         13      cauc   no   midwest       no
## 9079    190.67        14         15      cauc  yes   midwest       no
## 9080    379.87        10         26      cauc  yes   midwest      yes
## 9081    830.96        12          9      cauc  yes   midwest       no
## 9082    759.73        13         18      cauc  yes   midwest       no
## 9083    322.06        12          6      cauc  yes   midwest       no
## 9084    949.67        11         11      cauc  yes   midwest       no
## 9085    546.06        16          6      cauc  yes   midwest       no
## 9086   1042.52        14         23      cauc  yes   midwest       no
## 9087     70.55        13         -1      cauc  yes   midwest      yes
## 9088    982.04        12         20      cauc  yes   midwest       no
## 9089    765.43        14         13      cauc  yes   midwest       no
## 9090    949.67        12         30      cauc  yes   midwest       no
## 9091   1032.76        12         24      cauc  yes   midwest       no
## 9092    123.46        12          4      cauc   no   midwest       no
## 9093    712.25        14         17      cauc   no   midwest       no
## 9094    427.35        18          5      cauc   no   midwest       no
## 9095    261.16        13         12      cauc   no   midwest       no
## 9096    557.12        12         12      cauc   no   midwest       no
## 9097    907.77        12         24      cauc   no   midwest       no
## 9098    949.67         6         49      cauc   no   midwest       no
## 9099    379.87        12         10      cauc   no   midwest       no
## 9100    474.83        14         23      cauc   no   midwest       no
## 9101   1152.26        12         10      cauc   no   midwest       no
## 9102    878.44        14         36      cauc   no   midwest       no
## 9103    807.22        12          8      cauc   no   midwest       no
## 9104    569.80        13          3      cauc   no   midwest       no
## 9105    368.00        10         44      cauc   no   midwest       no
## 9106    333.33        12          7      cauc   no   midwest       no
## 9107    664.77        14         29      cauc   no   midwest       no
## 9108    144.82        14         -1      cauc  yes   midwest      yes
## 9109    840.79        15         13      cauc  yes   midwest       no
## 9110   2207.98        16         15      cauc  yes   midwest       no
## 9111    830.96        17         21      cauc   no   midwest       no
## 9112    786.73        12         30      cauc  yes   midwest       no
## 9113    418.42        12         20      cauc  yes   midwest       no
## 9114     77.04        14         46      cauc  yes   midwest      yes
## 9115    356.13        14          2      cauc  yes   midwest       no
## 9116    498.58        12         16      cauc  yes   midwest       no
## 9117    807.22        12         42      cauc   no   midwest       no
## 9118    403.61        14         13      afam  yes   midwest       no
## 9119    204.61        12          2      cauc   no   midwest       no
## 9120    949.67        13         38      cauc   no   midwest       no
## 9121   2374.15        18         23      cauc   no   midwest       no
## 9122    876.07        16          7      cauc  yes   midwest       no
## 9123    617.28        12         14      cauc  yes   midwest       no
## 9124   1187.08        12         18      cauc  yes   midwest       no
## 9125   1282.05        18         17      cauc   no   midwest       no
## 9126   1377.02        18         23      cauc   no   midwest       no
## 9127    474.83        12          5      cauc  yes   midwest       no
## 9128    216.05        12          5      cauc  yes   midwest       no
## 9129    664.77        12         12      cauc   no   midwest       no
## 9130    474.83        12         35      cauc   no   midwest       no
## 9131    759.73        13         29      cauc   no   midwest       no
## 9132    641.03        12         30      cauc  yes   midwest       no
## 9133    522.32        12         16      cauc  yes   midwest       no
## 9134    265.91        12         18      cauc  yes   midwest       no
## 9135    890.60        13         12      cauc  yes   midwest       no
## 9136    546.06        12         27      cauc  yes   midwest       no
## 9137   1032.55        12         20      cauc  yes   midwest       no
## 9138    456.79        14         15      cauc  yes   midwest       no
## 9139    641.03        18          5      cauc  yes   midwest       no
## 9140    593.54        14          6      cauc  yes   midwest       no
## 9141    451.09        12         16      cauc   no   midwest       no
## 9142    598.29         8         35      cauc   no   midwest       no
## 9143    125.85         8         18      cauc   no   midwest       no
## 9144    261.16        11         14      cauc   no   midwest       no
## 9145    451.09        12         14      cauc   no   midwest       no
## 9146    655.34         8         51      cauc   no   midwest       no
## 9147    783.48        12         13      cauc  yes   midwest       no
## 9148    830.96        14          2      cauc  yes   midwest       no
## 9149    593.54        13          3      cauc  yes   midwest       no
## 9150    593.54        12          4      cauc  yes   midwest       no
## 9151    593.54        14         16      cauc  yes   midwest       no
## 9152    360.87        14         10      cauc   no   midwest       no
## 9153    949.67        16         10      cauc  yes   midwest       no
## 9154   1187.08        14         20      cauc  yes   midwest       no
## 9155    593.54        12         14      cauc  yes   midwest       no
## 9156    949.67        14         19      cauc  yes   midwest       no
## 9157    275.40        12          3      cauc  yes   midwest       no
## 9158    536.13        12          9      cauc  yes   midwest       no
## 9159    308.64        12         18      cauc  yes   midwest       no
## 9160    842.10        14         17      cauc  yes   midwest       no
## 9161    569.80        14         13      cauc  yes   midwest       no
## 9162    949.67        13         23      cauc  yes   midwest       no
## 9163    623.34        12         20      cauc  yes   midwest       no
## 9164    142.45        11          7      cauc  yes   midwest      yes
## 9165   1053.51        12         30      cauc  yes   midwest       no
## 9166   1068.38         9         33      cauc  yes   midwest       no
## 9167    240.89        12          5      cauc  yes   midwest       no
## 9168    442.83        12          1      cauc  yes   midwest       no
## 9169    332.38        12          7      cauc   no   midwest       no
## 9170    427.35        12         19      cauc   no   midwest       no
## 9171    902.18        12         27      cauc  yes   midwest       no
## 9172    712.25        13         19      cauc   no   midwest       no
## 9173    308.64        12         12      cauc   no   midwest       no
## 9174    546.06        13          7      cauc  yes   midwest       no
## 9175    830.96        12         42      cauc  yes   midwest       no
## 9176   1329.53        14         20      cauc  yes   midwest       no
## 9177    795.35        14         12      cauc  yes   midwest       no
## 9178    439.22        18         26      cauc  yes   midwest       no
## 9179    907.98        12         33      cauc  yes   midwest       no
## 9180    167.76        12          5      cauc  yes   midwest       no
## 9181    474.83        14         36      cauc  yes   midwest       no
## 9182    712.25        16          7      cauc  yes   midwest       no
## 9183    517.57        14         14      cauc  yes   midwest       no
## 9184    878.44        18         15      cauc  yes   midwest       no
## 9185   2374.15        17         13      cauc  yes   midwest       no
## 9186   1068.38        13         47      cauc  yes   midwest       no
## 9187    854.70        14         12      cauc  yes   midwest       no
## 9188    735.99        14         23      cauc  yes   midwest       no
## 9189     87.80        11         49      cauc   no   midwest      yes
## 9190    949.67        18         11      cauc  yes   midwest       no
## 9191   1187.08        18         33      cauc  yes   midwest       no
## 9192    178.06        13          6      cauc   no   midwest       no
## 9193    358.02        16          7      cauc   no   midwest       no
## 9194    715.81        14         20      cauc  yes   midwest       no
## 9195    790.36        12         30      cauc   no   midwest       no
## 9196    543.21        16          3      cauc   no   midwest       no
## 9197    164.20        12         40      cauc   no   midwest       no
## 9198    712.25        10         34      cauc   no   midwest       no
## 9199    219.91        11         10      cauc   no   midwest       no
## 9200    712.25        12         38      cauc   no   midwest       no
## 9201    299.15        13         44      cauc   no   midwest       no
## 9202    522.32        12         16      cauc   no   midwest       no
## 9203    427.35        12         18      cauc   no   midwest       no
## 9204    458.21        16         12      cauc   no   midwest       no
## 9205    277.78        12          5      cauc   no   midwest       no
## 9206    284.90        18         22      cauc   no   midwest       no
## 9207    735.99        15         22      cauc  yes   midwest       no
## 9208    807.22        18         19      cauc  yes   midwest       no
## 9209    546.06        12         18      cauc  yes   midwest       no
## 9210   1424.50        12         37      cauc  yes   midwest       no
## 9211    308.64        14          1      cauc  yes   midwest       no
## 9212    154.32        12          0      cauc  yes   midwest       no
## 9213   1163.34        12         41      cauc  yes   midwest       no
## 9214    379.87        11         25      cauc  yes   midwest       no
## 9215    960.22        13         38      cauc  yes   midwest       no
## 9216    548.43        12          9      cauc  yes   midwest       no
## 9217    878.44        15         18      cauc  yes   midwest       no
## 9218    830.96        14         30      cauc  yes   midwest       no
## 9219    284.90        12          5      cauc  yes   midwest       no
## 9220    205.76        12         29      cauc  yes   midwest       no
## 9221   1020.89        18         17      cauc  yes   midwest       no
## 9222    296.30        18         10      cauc  yes   midwest       no
## 9223    189.93        14         -1      cauc  yes   midwest      yes
## 9224    641.03        12         20      cauc  yes   midwest       no
## 9225    491.45        14          6      cauc  yes   midwest       no
## 9226    925.93        13         16      cauc  yes   midwest       no
## 9227    664.77        12          9      cauc  yes   midwest       no
## 9228    712.25        10         20      cauc  yes   midwest       no
## 9229    949.67        13         26      cauc  yes   midwest       no
## 9230   1377.02        16         37      cauc  yes   midwest       no
## 9231    902.18        11         40      cauc  yes   midwest       no
## 9232    284.90        12          5      cauc  yes   midwest       no
## 9233   1004.53        14         25      cauc  yes   midwest       no
## 9234    569.80        14          7      cauc  yes   midwest       no
## 9235    807.22        12          6      cauc  yes   midwest       no
## 9236    808.71         8         40      cauc  yes   midwest       no
## 9237    237.42        15          3      cauc  yes   midwest       no
## 9238    271.60        13          1      cauc  yes   midwest       no
## 9239   2374.15        10         33      cauc  yes   midwest       no
## 9240   2136.75        18         23      cauc  yes   midwest       no
## 9241    165.43        12          4      afam  yes   midwest       no
## 9242    148.92        16          0      cauc  yes   midwest       no
## 9243    537.51        16         11      cauc  yes   midwest       no
## 9244    185.19        12          4      cauc  yes   midwest       no
## 9245    284.90        12          2      cauc  yes   midwest       no
## 9246    259.26        14         -1      cauc  yes   midwest      yes
## 9247   1172.84        12         11      cauc  yes   midwest       no
## 9248    496.72        12         29      cauc  yes   midwest       no
## 9249   1851.85        16          7      cauc  yes   midwest       no
## 9250    308.64        12         15      cauc  yes   midwest       no
## 9251    593.54        12         43      cauc  yes   midwest       no
## 9252    356.13        12          5      cauc  yes   midwest       no
## 9253     74.07        15         -1      cauc  yes   midwest      yes
## 9254    997.15        15          4      cauc  yes   midwest       no
## 9255    593.54        16          1      cauc  yes   midwest       no
## 9256   1115.86        14         25      cauc  yes   midwest       no
## 9257    185.19        12         47      cauc  yes   midwest      yes
## 9258    428.47        12          6      cauc  yes   midwest       no
## 9259    830.96        14         31      cauc  yes   midwest       no
## 9260    949.67        16         19      cauc  yes   midwest       no
## 9261   1614.43        15         22      cauc  yes   midwest       no
## 9262   6172.78        16          1      cauc  yes   midwest       no
## 9263   1471.98        18         30      cauc  yes   midwest       no
## 9264   1163.34        16         18      cauc  yes   midwest       no
## 9265    823.05        17         22      cauc  yes   midwest       no
## 9266   1424.50        12          3      cauc  yes   midwest       no
## 9267    830.96        12         10      cauc  yes   midwest       no
## 9268    878.44        16         16      afam  yes   midwest       no
## 9269    217.90        13         -1      afam  yes   midwest      yes
## 9270    836.89        12         32      afam  yes   midwest       no
## 9271    415.48        10         40      afam  yes   midwest       no
## 9272    667.14        11         33      afam  yes   midwest       no
## 9273     94.97        10         35      afam  yes   midwest       no
## 9274    205.76        13          6      afam  yes   midwest       no
## 9275    949.67        18         27      cauc  yes   midwest       no
## 9276   1115.86        15         24      cauc  yes   midwest       no
## 9277    783.48         7         39      cauc  yes   midwest       no
## 9278    474.83        10         47      afam  yes   midwest       no
## 9279    320.51        10         18      afam  yes   midwest       no
## 9280    949.67        12         45      cauc  yes   midwest       no
## 9281    641.03        16          4      cauc  yes   midwest       no
## 9282    925.93        18         24      cauc  yes   midwest       no
## 9283    783.48        12         33      cauc  yes   midwest       no
## 9284     74.07        12          0      cauc  yes   midwest      yes
## 9285    648.20        13          9      cauc  yes   midwest       no
## 9286    783.48        12         11      cauc  yes   midwest       no
## 9287    473.25        12         27      cauc  yes   midwest       no
## 9288    569.80        12         13      cauc  yes   midwest       no
## 9289   1029.63        12         21      cauc  yes   midwest       no
## 9290   1016.70        13          6      cauc  yes   midwest       no
## 9291    888.89        12         38      cauc  yes   midwest       no
## 9292    856.93        11         32      cauc  yes   midwest       no
## 9293    144.33        11          4      cauc  yes   midwest       no
## 9294    598.29        16         17      cauc  yes   midwest       no
## 9295    830.96        12         28      cauc  yes   midwest       no
## 9296    987.65        16          5      cauc  yes   midwest       no
## 9297    536.77        10         14      cauc  yes   midwest       no
## 9298    842.92        16          7      cauc  yes   midwest       no
## 9299    652.90        17         18      cauc  yes   midwest       no
## 9300    743.92        12         19      cauc  yes   midwest       no
## 9301    664.77        15         33      cauc  yes   midwest       no
## 9302    522.32        16          3      cauc  yes   midwest      yes
## 9303    546.06        14          4      cauc  yes   midwest       no
## 9304    830.96        12         35      cauc  yes   midwest       no
## 9305    617.28        12         14      cauc  yes   midwest       no
## 9306    546.06        12         34      cauc  yes   midwest       no
## 9307   1275.72        14         13      cauc  yes   midwest       no
## 9308   2374.15        17         20      cauc  yes   midwest       no
## 9309   1880.89        18         10      cauc  yes   midwest       no
## 9310   1661.92        16         24      cauc  yes   midwest       no
## 9311    759.73         8         37      cauc  yes   midwest       no
## 9312    712.25        11         17      afam  yes   midwest       no
## 9313    735.99        12         15      afam  yes   midwest       no
## 9314    154.32        17         16      cauc  yes   midwest      yes
## 9315    218.99        12         22      cauc  yes   midwest       no
## 9316    313.63        14         17      cauc  yes   midwest       no
## 9317   1353.28        16         19      cauc  yes   midwest       no
## 9318    854.70        17          2      cauc  yes   midwest       no
## 9319   1092.17        15         36      cauc  yes   midwest       no
## 9320    797.41        12         44      cauc  yes   midwest       no
## 9321    735.99        13         11      cauc  yes   midwest       no
## 9322    909.31        16          9      cauc  yes   midwest       no
## 9323    455.84         8         48      cauc  yes   midwest       no
## 9324    421.65        16          8      cauc  yes   midwest       no
## 9325   1234.57        18         24      cauc  yes   midwest       no
## 9326    356.13        12         27      afam  yes   midwest       no
## 9327   1111.11        18         20      afam  yes   midwest       no
## 9328    142.45        15          0      afam  yes   midwest      yes
## 9329    641.03        13         23      afam  yes   midwest       no
## 9330    789.07        12         31      cauc  yes   midwest       no
## 9331   1344.57        12         25      cauc  yes   midwest       no
## 9332   1258.31        18         16      cauc  yes   midwest       no
## 9333    128.21        13          0      cauc  yes   midwest      yes
## 9334   1299.62        18         14      cauc  yes   midwest       no
## 9335   1875.59        17         31      cauc  yes   midwest       no
## 9336   1412.73        16         23      cauc  yes   midwest       no
## 9337   1780.63        17         29      cauc  yes   midwest       no
## 9338   1899.34        18         39      cauc  yes   midwest       no
## 9339    740.74        13         16      cauc  yes   midwest       no
## 9340    706.17        12         29      cauc  yes   midwest       no
## 9341    474.83        16         17      cauc  yes   midwest       no
## 9342    720.94         9         42      cauc  yes   midwest       no
## 9343    296.30        12          6      cauc  yes   midwest       no
## 9344    854.70        12         16      cauc  yes   midwest       no
## 9345    498.58         9         28      cauc  yes   midwest       no
## 9346    543.21        14         17      cauc  yes   midwest       no
## 9347    593.54        12         10      cauc  yes   midwest       no
## 9348    130.86        14          7      cauc  yes   midwest       no
## 9349     71.60        14          2      cauc  yes   midwest      yes
## 9350    427.35        16          0      cauc  yes   midwest       no
## 9351    284.90        12         26      cauc  yes   midwest       no
## 9352    540.12        12         11      cauc  yes   midwest       no
## 9353    664.77        12         21      cauc  yes   midwest       no
## 9354    949.67        12         25      cauc  yes   midwest       no
## 9355   1780.63        16         19      cauc  yes   midwest       no
## 9356    192.31        13          1      cauc  yes   midwest       no
## 9357    854.70        14         34      cauc  yes   midwest       no
## 9358    522.32        16          6      cauc  yes   midwest       no
## 9359    617.95        13         17      cauc  yes   midwest       no
## 9360   1044.63        16         14      cauc  yes   midwest       no
## 9361    842.83        15         16      cauc  yes   midwest       no
## 9362    593.54        16         26      afam  yes   midwest       no
## 9363    830.96        12         25      cauc  yes   midwest       no
## 9364    830.96        12         18      cauc  yes   midwest       no
## 9365   1258.31        16         25      cauc  yes   midwest       no
## 9366    332.38        14         -1      cauc  yes   midwest      yes
## 9367    569.80        11         20      cauc  yes   midwest       no
## 9368    453.97        11          6      cauc  yes   midwest       no
## 9369    284.90        12          5      cauc  yes   midwest       no
## 9370   4320.99        10         38      cauc  yes   midwest       no
## 9371    925.93        12          6      cauc  yes   midwest       no
## 9372    427.35        12          4      cauc  yes   midwest       no
## 9373    192.90        12         11      cauc  yes   midwest      yes
## 9374   2136.75        17         19      cauc  yes   midwest       no
## 9375   1424.50        16         20      cauc  yes   midwest       no
## 9376    532.56        12          5      cauc  yes   midwest       no
## 9377    432.10        12         18      afam  yes   midwest       no
## 9378     77.16        10         11      afam  yes   midwest       no
## 9379     81.13        11          8      afam  yes   midwest       no
## 9380     86.42        10         11      afam  yes   midwest       no
## 9381    932.78        14         25      cauc  yes   midwest       no
## 9382    934.73        12         22      cauc  yes   midwest       no
## 9383    900.31        13         26      cauc  yes   midwest       no
## 9384    246.91        16          0      cauc  yes   midwest       no
## 9385   2358.67        12         19      cauc  yes   midwest       no
## 9386    712.25        11         18      cauc  yes   midwest       no
## 9387    411.52        10         12      cauc  yes   midwest       no
## 9388    982.04        13         37      cauc  yes   midwest       no
## 9389    949.67        14         13      cauc  yes   midwest       no
## 9390    759.73        15         10      cauc  yes   midwest       no
## 9391    916.92        17         10      cauc  yes   midwest       no
## 9392   1068.38        11         12      cauc  yes   midwest       no
## 9393    712.25        15          3      cauc  yes   midwest       no
## 9394   2374.15        16         32      cauc  yes   midwest       no
## 9395    474.83        12         12      cauc  yes   midwest       no
## 9396    949.67        12         45      cauc  yes   midwest       no
## 9397   1424.50        16         29      cauc  yes   midwest       no
## 9398    474.83        17          1      cauc  yes   midwest       no
## 9399   2374.15        15          9      cauc  yes   midwest       no
## 9400    783.48        15          9      cauc  yes   midwest       no
## 9401   1329.53        18         28      cauc  yes   midwest       no
## 9402    664.77        18         12      cauc  yes   midwest       no
## 9403    593.54        18         23      cauc  yes   midwest       no
## 9404   1338.13        17         17      cauc  yes   midwest       no
## 9405    830.96        12         31      cauc  yes   midwest       no
## 9406     96.71        13         -1      cauc  yes   midwest      yes
## 9407     54.61        12         20      cauc  yes   midwest       no
## 9408    783.48        16         11      cauc  yes   midwest       no
## 9409    830.96        14         16      cauc  yes   midwest       no
## 9410    949.67        12         31      cauc  yes   midwest       no
## 9411    664.77        11         36      cauc  yes   midwest       no
## 9412    925.93        11         38      afam  yes   midwest       no
## 9413    807.22        13         10      cauc  yes   midwest       no
## 9414    617.28        11         44      afam  yes   midwest       no
## 9415    356.13         0         60      afam  yes   midwest       no
## 9416    764.48        12         11      cauc  yes   midwest       no
## 9417    356.13        14          1      cauc  yes   midwest       no
## 9418   1661.92        16         17      cauc  yes   midwest       no
## 9419    427.35        11         44      afam  yes   midwest       no
## 9420    154.32         5         48      afam  yes   midwest       no
## 9421   1157.41        12         24      cauc  yes   midwest       no
## 9422    907.03        14         22      cauc  yes   midwest       no
## 9423   2849.00        12         39      cauc  yes   midwest       no
## 9424    417.85        12         45      cauc  yes   midwest       no
## 9425    680.27        18          1      cauc  yes   midwest       no
## 9426   1234.57        11         24      cauc  yes   midwest       no
## 9427   1075.50        16          8      cauc  yes   midwest       no
## 9428    767.08        16         22      cauc  yes   midwest       no
## 9429   1495.73        12         28      cauc  yes   midwest       no
## 9430    534.19        12         10      cauc  yes   midwest       no
## 9431   1068.38        14          6      cauc  yes   midwest       no
## 9432    841.75        16         18      cauc  yes   midwest       no
## 9433   1234.57        16          6      cauc  yes   midwest       no
## 9434   1187.08        13         33      cauc  yes   midwest       no
## 9435    795.35        18         21      cauc  yes   midwest       no
## 9436    712.25        13         21      cauc  yes   midwest       no
## 9437    230.77        10          3      cauc  yes   midwest       no
## 9438    712.25        14         10      cauc  yes   midwest       no
## 9439    284.90        15         11      cauc  yes   midwest       no
## 9440    944.92        12         29      cauc  yes   midwest       no
## 9441    807.22        13         13      cauc  yes   midwest       no
## 9442    902.18        18         22      cauc  yes   midwest      yes
## 9443    547.74        18          3      cauc  yes   midwest       no
## 9444    332.38        12         14      cauc  yes   midwest       no
## 9445    740.74        12         44      cauc  yes   midwest       no
## 9446    498.58        12         12      cauc  yes   midwest       no
## 9447    498.58        11         10      cauc  yes   midwest       no
## 9448    949.67        12         40      cauc  yes   midwest       no
## 9449     98.77        13         -1      cauc  yes   midwest      yes
## 9450    712.25        18         14      afam  yes   midwest       no
## 9451    150.62         9          3      cauc  yes   midwest       no
## 9452    759.73        14         12      afam  yes   midwest       no
## 9453   1305.79        18         15      cauc  yes   midwest       no
## 9454   1187.32        16         26      cauc  yes   midwest       no
## 9455    165.24        12          6      cauc  yes   midwest      yes
## 9456    121.08        15          0      cauc  yes   midwest      yes
## 9457     84.88        10          3      cauc  yes   midwest      yes
## 9458   1661.92        16         25      cauc  yes   midwest       no
## 9459    617.28        10         12      cauc  yes   midwest       no
## 9460    949.67        10         30      cauc  yes   midwest       no
## 9461    561.84        14          3      cauc  yes   midwest       no
## 9462   1452.43        12         10      cauc  yes   midwest       no
## 9463    949.67        13         42      cauc  yes   midwest       no
## 9464     88.89        14         -1      cauc  yes   midwest      yes
## 9465    522.32        15         19      cauc  yes   midwest       no
## 9466    593.54        12         20      cauc  yes   midwest       no
## 9467    593.54        18         30      cauc  yes   midwest       no
## 9468    925.93        12         46      cauc  yes   midwest       no
## 9469    712.25        16         17      cauc  yes   midwest       no
## 9470    433.95        12         34      cauc  yes   midwest       no
## 9471   1424.50        12         26      cauc  yes   midwest       no
## 9472    257.50        12          4      cauc  yes   midwest       no
## 9473    712.25        12          6      cauc  yes   midwest       no
## 9474   1058.88        10         33      afam  yes   midwest       no
## 9475   1286.01        13          8      afam  yes   midwest       no
## 9476    175.69        13          8      afam  yes   midwest       no
## 9477    356.13        13          3      cauc  yes   midwest       no
## 9478   1661.92        18         15      cauc  yes   midwest       no
## 9479   1543.21        16         24      cauc  yes   midwest       no
## 9480    640.89        15          1      cauc  yes   midwest       no
## 9481    215.27        13          1      cauc  yes   midwest       no
## 9482    198.41        12         46      cauc  yes   midwest      yes
## 9483   1001.90        18         23      cauc  yes   midwest       no
## 9484    462.96        15         -1      cauc  yes   midwest       no
## 9485    308.64        12         19      afam  yes   midwest       no
## 9486    787.04        15         18      cauc  yes   midwest       no
## 9487     67.28        15          5      afam  yes   midwest      yes
## 9488    329.53        12         22      cauc  yes   midwest       no
## 9489    842.83        14         21      cauc  yes   midwest       no
## 9490    622.22        12         19      afam  yes   midwest       no
## 9491   1075.50        18         12      cauc  yes   midwest       no
## 9492    352.73        12          6      afam  yes   midwest       no
## 9493    284.90        14         20      cauc  yes   midwest       no
## 9494   1055.89        12         24      cauc  yes   midwest       no
## 9495    664.77        14         16      cauc  yes   midwest       no
## 9496    261.16        12         32      cauc  yes   midwest       no
## 9497    895.06        11         12      cauc  yes   midwest      yes
## 9498   1329.53        14         18      cauc  yes   midwest       no
## 9499    744.90        12         17      cauc  yes   midwest       no
## 9500    902.18         8         43      cauc  yes   midwest       no
## 9501    830.96        12         43      cauc  yes   midwest       no
## 9502    774.63        13         13      cauc  yes   midwest       no
## 9503    987.65        18          7      cauc  yes   midwest       no
## 9504   1115.86        12          6      cauc  yes   midwest       no
## 9505    902.18        17         17      cauc  yes   midwest       no
## 9506    806.58        17         14      cauc  yes   midwest       no
## 9507    750.42        15         14      cauc  yes   midwest       no
## 9508    807.22        12         15      cauc  yes   midwest       no
## 9509    522.32        14          2      cauc  yes   midwest       no
## 9510    332.38        14          1      cauc  yes   midwest       no
## 9511   1305.79        12         18      cauc  yes   midwest       no
## 9512   1234.57        16         11      cauc  yes   midwest       no
## 9513    617.28        12         15      cauc  yes   midwest       no
## 9514   1092.12        12         42      cauc  yes   midwest       no
## 9515    102.88        13          0      cauc  yes   midwest      yes
## 9516    316.56        12          2      cauc  yes   midwest       no
## 9517   1163.34        12         13      cauc  yes   midwest       no
## 9518    617.28        16         12      cauc  yes   midwest       no
## 9519    740.74        10         31      cauc  yes   midwest       no
## 9520    356.13        16          3      cauc  yes   midwest       no
## 9521    474.83        17          1      cauc  yes   midwest       no
## 9522    261.16        14          1      cauc  yes   midwest       no
## 9523    688.51        12         30      cauc  yes   midwest       no
## 9524    368.00        16          3      cauc  yes   midwest      yes
## 9525    379.87        12          4      cauc  yes   midwest       no
## 9526    391.74        12          1      cauc  yes   midwest       no
## 9527    451.09        16         18      cauc  yes   midwest       no
## 9528   1483.86        17         14      cauc  yes   midwest       no
## 9529    949.67        10         38      cauc  yes   midwest       no
## 9530    954.20        12         38      cauc  yes   midwest       no
## 9531   1424.50        18         40      cauc  yes   midwest       no
## 9532    997.15        14         12      cauc  yes   midwest       no
## 9533    664.77        12         19      cauc  yes   midwest       no
## 9534    462.96        12          1      cauc  yes   midwest       no
## 9535    308.64        12         13      cauc  yes   midwest       no
## 9536    326.03        12         25      cauc  yes   midwest       no
## 9537    878.44        16          1      cauc  yes   midwest       no
## 9538    878.44        14          9      cauc  yes   midwest       no
## 9539    569.80        15         13      cauc  yes   midwest       no
## 9540    474.83        12         16      cauc  yes   midwest       no
## 9541   1234.57        12         31      cauc  yes   midwest       no
## 9542    617.28         8         46      cauc  yes   midwest       no
## 9543    418.52        12         44      cauc  yes   midwest       no
## 9544    586.54        12         16      cauc  yes   midwest       no
## 9545    194.68        12         10      cauc  yes   midwest       no
## 9546    435.53        14         10      afam  yes   midwest       no
## 9547    279.05        13          9      cauc  yes   midwest       no
## 9548    475.02        12          7      cauc  yes   midwest       no
## 9549    106.84        16          0      cauc  yes   midwest      yes
## 9550    735.99        15          4      cauc  yes   midwest       no
## 9551    230.37        12          4      cauc  yes   midwest       no
## 9552    403.61        12          5      cauc  yes   midwest       no
## 9553    976.17        17         19      afam  yes   midwest       no
## 9554    569.80        12         32      cauc  yes   midwest       no
## 9555    830.96        12         39      cauc  yes   midwest       no
## 9556    891.55        12         20      cauc  yes   midwest       no
## 9557    664.77        14         11      cauc  yes   midwest       no
## 9558    712.25        13         36      cauc  yes   midwest       no
## 9559    581.89        14          5      cauc  yes   midwest       no
## 9560    795.35        11         14      cauc  yes   midwest       no
## 9561    213.68        12         18      cauc  yes   midwest       no
## 9562   1120.09        12         18      cauc  yes   midwest       no
## 9563    902.18        12         30      cauc  yes   midwest       no
## 9564   1899.34        16         34      cauc  yes   midwest       no
## 9565    593.54        12         10      cauc  yes   midwest       no
## 9566    949.67        14          7      cauc  yes   midwest       no
## 9567    759.73        14         31      cauc  yes   midwest       no
## 9568    593.54        10         45      cauc  yes   midwest       no
## 9569    411.52        12          2      cauc  yes   midwest      yes
## 9570    902.18        18          8      cauc  yes   midwest       no
## 9571    451.09        12         12      cauc  yes   midwest       no
## 9572   1709.40        12         21      cauc  yes   midwest       no
## 9573   1020.89        16         16      afam  yes   midwest       no
## 9574   1020.89        11         18      cauc  yes   midwest       no
## 9575    215.17        16          3      cauc  yes   midwest       no
## 9576    830.96        12         20      cauc  yes   midwest       no
## 9577    261.16         9         33      cauc  yes   midwest       no
## 9578    949.67         9         16      cauc  yes   midwest       no
## 9579    712.25        11         14      cauc  yes   midwest       no
## 9580    602.93        10         30      cauc  yes   midwest       no
## 9581    128.60        16         -1      cauc  yes   midwest      yes
## 9582    712.25        12         32      cauc  yes   midwest       no
## 9583    712.25        12         18      cauc  yes   midwest       no
## 9584    617.28        16         17      cauc  yes   midwest       no
## 9585    823.05        15         21      cauc  yes   midwest       no
## 9586    902.18        12         27      cauc  yes   midwest       no
## 9587   1207.26        16         13      cauc  yes   midwest       no
## 9588    866.57        18         17      cauc  yes   midwest       no
## 9589    530.86        15          4      cauc  yes   midwest       no
## 9590    712.25        12         34      cauc  yes   midwest       no
## 9591    735.99        17          8      cauc  yes   midwest       no
## 9592    569.80        12          9      cauc  yes   midwest       no
## 9593    807.22        16          3      cauc  yes   midwest       no
## 9594   1234.57        16          7      cauc  yes   midwest       no
## 9595    854.70         2         26      cauc  yes   midwest       no
## 9596    973.41        16          5      cauc  yes   midwest       no
## 9597    451.09        15          7      cauc  yes   midwest       no
## 9598    949.67        15         16      cauc  yes   midwest       no
## 9599    308.64        12         12      cauc  yes   midwest       no
## 9600    690.77        12         17      cauc  yes   midwest       no
## 9601   1305.79        15         12      cauc  yes   midwest       no
## 9602    514.40        12         36      cauc  yes   midwest       no
## 9603   1234.57        14         14      cauc  yes   midwest       no
## 9604   1899.34        16         35      cauc  yes   midwest       no
## 9605    280.58        14         11      cauc  yes   midwest       no
## 9606    712.25        17          5      cauc  yes   midwest       no
## 9607    830.96        16         17      cauc  yes   midwest       no
## 9608    458.55        12         19      cauc  yes   midwest       no
## 9609    237.42        11          6      afam  yes   midwest       no
## 9610    356.13        12         10      afam  yes   midwest       no
## 9611    485.01        12         37      afam  yes   midwest       no
## 9612    688.51        15         25      afam  yes   midwest       no
## 9613    593.54        12          1      afam  yes   midwest       no
## 9614    902.18        12         21      cauc  yes   midwest       no
## 9615    617.28        16         11      cauc  yes   midwest       no
## 9616   1234.57        15         27      afam  yes   midwest       no
## 9617    997.15        10         32      afam  yes   midwest       no
## 9618    664.77        16         14      afam  yes   midwest       no
## 9619    476.99         7         34      cauc  yes   midwest       no
## 9620    759.73        12         32      cauc  yes   midwest       no
## 9621    777.21        16         17      cauc  yes   midwest       no
## 9622    878.44        11         34      cauc  yes   midwest       no
## 9623    524.69         8         49      cauc  yes   midwest       no
## 9624    498.58        12         14      cauc  yes   midwest       no
## 9625    617.28        12         14      cauc  yes   midwest       no
## 9626   1128.75         8         43      cauc  yes   midwest       no
## 9627    207.74        12         21      cauc  yes   midwest       no
## 9628    641.03        12         17      cauc  yes   midwest       no
## 9629    316.56        12          6      cauc  yes   midwest       no
## 9630    617.28        14         15      afam  yes   midwest       no
## 9631    205.13        14          1      cauc  yes   midwest      yes
## 9632    973.41        12         46      cauc  yes   midwest       no
## 9633    973.41        15         20      cauc  yes   midwest       no
## 9634    249.29        10         10      cauc  yes   midwest       no
## 9635    530.03        12         10      cauc  yes   midwest       no
## 9636    498.58         8         44      cauc  yes   midwest       no
## 9637   1068.38         8         26      cauc  yes   midwest       no
## 9638   1187.08        12         27      cauc  yes   midwest       no
## 9639    237.42        13          1      cauc  yes   midwest       no
## 9640   1068.38        16         38      cauc  yes   midwest       no
## 9641    712.25        12          2      cauc  yes   midwest       no
## 9642   1305.79        18         12      cauc  yes   midwest       no
## 9643    474.83        14         12      cauc  yes   midwest       no
## 9644   1139.60        16         19      cauc  yes   midwest       no
## 9645    522.32        12         16      cauc  yes   midwest       no
## 9646   1317.90        14         28      cauc  yes   midwest       no
## 9647   2374.15        14         17      cauc  yes   midwest       no
## 9648    660.08        17         19      cauc  yes   midwest       no
## 9649    902.18        18          8      cauc  yes   midwest       no
## 9650    546.06        14          1      cauc  yes   midwest       no
## 9651    207.41        15         -1      cauc  yes   midwest       no
## 9652   1020.89        11         29      cauc  yes   midwest       no
## 9653   1068.38        18          8      cauc  yes   midwest       no
## 9654   1469.72        14         33      cauc  yes   midwest       no
## 9655   1497.13        16         23      cauc  yes   midwest       no
## 9656    196.97        13          1      cauc  yes   midwest      yes
## 9657   1092.12        16         35      cauc  yes   midwest       no
## 9658    947.29        12         24      cauc  yes   midwest       no
## 9659    854.70        14         15      cauc  yes   midwest       no
## 9660    569.80        12         45      cauc  yes   midwest       no
## 9661    308.64        12          9      cauc  yes   midwest       no
## 9662    740.74        12         11      cauc  yes   midwest       no
## 9663    807.22        12         26      cauc  yes   midwest       no
## 9664    204.18        12          0      cauc  yes   midwest       no
## 9665    759.73        14         31      cauc  yes   midwest       no
## 9666    688.51        11         31      cauc  yes   midwest       no
## 9667    403.61        12          7      cauc  yes   midwest       no
## 9668    130.58        17         -1      cauc  yes   midwest      yes
## 9669    227.92        12          3      cauc  yes   midwest      yes
## 9670    688.51         8         29      cauc  yes   midwest       no
## 9671    796.72        12         18      cauc  yes   midwest      yes
## 9672    997.15         6         54      cauc  yes   midwest       no
## 9673    593.54        12         20      cauc  yes   midwest       no
## 9674    454.84        12         26      cauc  yes   midwest       no
## 9675    386.99        12         18      cauc  yes   midwest       no
## 9676    664.77        14         19      cauc  yes   midwest       no
## 9677    788.22        14         18      cauc  yes   midwest       no
## 9678   1187.08        12         22      cauc  yes   midwest       no
## 9679     94.97        12          6      afam  yes   midwest       no
## 9680    185.19        12         13      afam  yes   midwest       no
## 9681    617.28        12         18      afam  yes   midwest       no
## 9682    169.75        12         12      afam  yes   midwest      yes
## 9683    240.74        12          7      afam  yes   midwest       no
## 9684    144.03        13          7      afam  yes   midwest       no
## 9685    266.67        12          4      cauc  yes   midwest       no
## 9686   1180.89        17         28      cauc  yes   midwest       no
## 9687   1495.73        18         16      cauc  yes   midwest       no
## 9688   1187.08        15         19      cauc  yes   midwest       no
## 9689   1234.57        12         18      cauc  yes   midwest       no
## 9690   1780.63        16         38      cauc  yes   midwest       no
## 9691    154.32        17          0      cauc  yes   midwest      yes
## 9692     98.77        13         -1      cauc  yes   midwest      yes
## 9693    830.96        14         20      cauc  yes   midwest       no
## 9694   1146.79        14         21      cauc  yes   midwest       no
## 9695    769.23        12         37      cauc  yes   midwest       no
## 9696    907.00        16         11      cauc  yes   midwest       no
## 9697    949.67        13          8      cauc  yes   midwest       no
## 9698    919.87        12         14      cauc  yes   midwest       no
## 9699    949.67        14         37      cauc  yes   midwest       no
## 9700    213.68        14          7      cauc  yes   midwest       no
## 9701    231.48        16         17      cauc  yes   midwest      yes
## 9702    823.05        13         25      cauc  yes   midwest       no
## 9703    411.52        12          9      cauc  yes   midwest      yes
## 9704   1234.57        13         30      cauc  yes   midwest       no
## 9705    712.25        12         12      cauc  yes   midwest       no
## 9706    830.96        12         18      afam  yes   midwest       no
## 9707   1210.83        16         11      afam  yes   midwest       no
## 9708   2018.04        16         22      cauc  yes   midwest       no
## 9709    712.25        14         11      afam  yes   midwest       no
## 9710    641.03        10         43      cauc  yes   midwest       no
## 9711    403.61        14          5      cauc  yes   midwest       no
## 9712    197.53        10         16      cauc  yes   midwest       no
## 9713   1163.34        13         42      afam  yes   midwest       no
## 9714   1661.92        18         35      cauc  yes   midwest       no
## 9715   1543.21        18         26      cauc  yes   midwest       no
## 9716    897.87        12         19      cauc  yes   midwest       no
## 9717    617.28        12         13      cauc  yes   midwest       no
## 9718   1073.54        15         18      cauc  yes   midwest       no
## 9719    522.32         8         43      cauc  yes   midwest       no
## 9720    427.35        12         14      cauc  yes   midwest       no
## 9721    593.54        12         20      cauc  yes   midwest       no
## 9722    740.74        14          9      cauc  yes   midwest       no
## 9723    902.18        14         12      cauc  yes   midwest       no
## 9724    769.14        12         29      cauc  yes   midwest       no
## 9725   2012.35        10         30      cauc  yes   midwest       no
## 9726    561.17        12          7      cauc  yes   midwest       no
## 9727    830.96        14         32      cauc  yes   midwest       no
## 9728     98.77        13         -1      cauc  yes   midwest      yes
## 9729    111.11        12         20      cauc  yes   midwest      yes
## 9730    759.73        12         41      cauc  yes   midwest       no
## 9731    109.35        12          4      cauc  yes   midwest      yes
## 9732    448.10        10         10      cauc  yes   midwest       no
## 9733    987.65        12         22      cauc  yes   midwest       no
## 9734    987.65        14         47      cauc  yes   midwest      yes
## 9735    735.49        18          1      afam  yes   midwest       no
## 9736    759.73        11         10      cauc  yes   midwest       no
## 9737   1115.86         7         24      cauc  yes   midwest       no
## 9738    664.77        10         26      cauc  yes   midwest       no
## 9739    522.32        11         11      cauc  yes   midwest       no
## 9740   1187.08        17         22      cauc  yes   midwest       no
## 9741    297.45        12          3      cauc  yes   midwest       no
## 9742   1258.31        12          8      cauc  yes   midwest       no
## 9743    645.77        18          7      cauc  yes   midwest       no
## 9744    428.82        18         23      cauc  yes   midwest       no
## 9745    117.28        15          0      cauc  yes   midwest      yes
## 9746    617.28        14          8      cauc  yes   midwest       no
## 9747    807.22        12         27      cauc  yes   midwest       no
## 9748    123.46        15         -1      cauc  yes   midwest       no
## 9749    759.73        11         46      cauc  yes   midwest       no
## 9750    641.03        14         38      cauc  yes   midwest       no
## 9751    954.42        18         40      cauc  yes   midwest      yes
## 9752   1068.38        18         37      cauc  yes   midwest       no
## 9753    569.80        14          3      cauc  yes   midwest       no
## 9754    881.83        12          9      cauc  yes   midwest       no
## 9755   1068.38        18         25      cauc  yes   midwest       no
## 9756    949.67        12         41      cauc  yes   midwest       no
## 9757     66.87        12          0      cauc  yes   midwest      yes
## 9758    765.43        15         16      cauc  yes   midwest       no
## 9759    913.58        13         13      cauc  yes   midwest       no
## 9760   2065.53        17         20      cauc  yes   midwest       no
## 9761   1187.08        12         30      cauc  yes   midwest       no
## 9762    345.68        14          2      cauc  yes   midwest      yes
## 9763    329.22        12          3      cauc  yes   midwest      yes
## 9764   1037.04        13         10      cauc  yes   midwest       no
## 9765    213.68        16          2      cauc  yes   midwest       no
## 9766    783.48        12         40      cauc  yes   midwest       no
## 9767    302.59        16          7      cauc  yes   midwest       no
## 9768    930.63        16          6      cauc  yes   midwest       no
## 9769    712.25        18          4      afam  yes   midwest       no
## 9770    830.96        16          4      cauc  yes   midwest       no
## 9771    854.70        18         13      afam  yes   midwest       no
## 9772    759.73        18         17      cauc  yes   midwest       no
## 9773    864.20        12         19      cauc  yes   midwest       no
## 9774    688.51        10         31      cauc  yes   midwest       no
## 9775    362.30        12         46      cauc  yes   midwest       no
## 9776    949.67        12         25      afam  yes   midwest       no
## 9777    949.67        14         20      cauc  yes   midwest       no
## 9778     92.59        13         -1      cauc  yes   midwest       no
## 9779    701.33        11         38      cauc  yes   midwest       no
## 9780    529.81        12          9      cauc  yes   midwest       no
## 9781    522.32        12          8      cauc  yes   midwest       no
## 9782    427.35        12         14      cauc  yes   midwest       no
## 9783   1267.93        12         16      cauc  yes   midwest       no
## 9784   2519.50        17         14      cauc  yes   midwest       no
## 9785    933.38        17         23      cauc  yes   midwest       no
## 9786   1329.53        17         43      cauc  yes   midwest       no
## 9787    591.14        14         11      cauc  yes   midwest       no
## 9788    902.18        16         15      cauc  yes   midwest       no
## 9789    543.21        13         18      cauc  yes   midwest       no
## 9790    712.25        16          5      cauc  yes   midwest       no
## 9791    629.88        12         29      cauc  yes   midwest       no
## 9792    878.44        15         24      cauc  yes   midwest       no
## 9793    918.80        16         17      cauc  yes   midwest       no
## 9794    275.40        12         22      afam  yes   midwest       no
## 9795    363.83        12         12      cauc  yes   midwest       no
## 9796    479.58        16          9      cauc  yes   midwest       no
## 9797   1020.89        12         43      cauc  yes   midwest       no
## 9798    261.16        14         11      cauc  yes   midwest       no
## 9799    411.52        12          3      cauc  yes   midwest       no
## 9800   1044.63        13         22      cauc  yes   midwest       no
## 9801    854.70        12         26      cauc  yes   midwest       no
## 9802    200.47        14          0      cauc  yes   midwest      yes
## 9803    522.32        12         13      cauc  yes   midwest       no
## 9804   2374.15        16         29      cauc  yes   midwest       no
## 9805    712.25        16          5      cauc  yes   midwest       no
## 9806    717.77        12          4      cauc  yes   midwest       no
## 9807    290.49        12          8      cauc  yes   midwest       no
## 9808    462.96        12         17      cauc  yes   midwest       no
## 9809   1020.89        14         37      cauc  yes   midwest       no
## 9810   1068.38        16         15      cauc  yes   midwest       no
## 9811    674.26        16          4      cauc  yes   midwest       no
## 9812    274.35        18          1      cauc  yes   midwest       no
## 9813    522.32        18          3      cauc  yes   midwest       no
## 9814    308.64        15          2      cauc  yes   midwest       no
## 9815    379.87        16          1      cauc  yes   midwest      yes
## 9816    379.87        12          2      cauc  yes   midwest       no
## 9817    379.87        12          5      cauc  yes   midwest       no
## 9818    356.13        12          8      cauc  yes   midwest       no
## 9819    320.99        12         11      cauc  yes   midwest       no
## 9820    415.48        12         11      cauc  yes   midwest       no
## 9821   2374.15        16         20      cauc  yes   midwest       no
## 9822    646.96        12          6      cauc  yes   midwest       no
## 9823    557.93        15          6      cauc  yes   midwest       no
## 9824     82.30         3         37      cauc  yes   midwest       no
## 9825    163.58        12         11      cauc  yes   midwest       no
## 9826    617.28        12          9      afam  yes   midwest       no
## 9827    474.83         9         12      cauc  yes   midwest       no
## 9828    474.83        13         40      cauc  yes   midwest       no
## 9829     59.26        12         13      afam  yes   midwest      yes
## 9830    858.57        17         36      cauc  yes   midwest       no
## 9831    498.58        12          8      cauc  yes   midwest       no
## 9832    569.80        12         29      cauc  yes   midwest       no
## 9833    712.25        12         12      cauc  yes   midwest       no
## 9834    308.64        12         15      cauc  yes   midwest       no
## 9835   1139.60        18          9      cauc  yes   midwest       no
## 9836    740.74        12         30      cauc  yes   midwest       no
## 9837   5555.56        12          6      cauc  yes   midwest       no
## 9838     94.97        11          5      cauc  yes   midwest       no
## 9839    474.83        12         17      cauc  yes   midwest       no
## 9840    370.37         7         17      afam  yes   midwest       no
## 9841    308.64        12         25      cauc  yes   midwest       no
## 9842    712.25        12         11      cauc  yes   midwest       no
## 9843    593.54        14         14      cauc  yes   midwest       no
## 9844    113.17        14         -1      cauc  yes   midwest      yes
## 9845    688.51        16          9      cauc  yes   midwest       no
## 9846   1379.81        14         14      cauc  yes   midwest       no
## 9847    712.25        12         17      cauc  yes   midwest       no
## 9848    427.35        12         16      cauc  yes   midwest       no
## 9849    830.96        12         31      cauc  yes   midwest       no
## 9850    483.09        12          7      cauc  yes   midwest       no
## 9851    185.19        12          1      cauc  yes   midwest       no
## 9852   2413.02        16         39      cauc  yes   midwest       no
## 9853    627.36        11         21      cauc  yes   midwest       no
## 9854    612.54        14          0      cauc  yes   midwest       no
## 9855    593.54        16          4      cauc  yes   midwest       no
## 9856   2136.75        14         24      cauc  yes   midwest       no
## 9857    522.32        14          5      cauc  yes   midwest       no
## 9858    617.28        13          5      cauc  yes   midwest       no
## 9859    712.25        12         16      cauc  yes   midwest       no
## 9860    833.81        16          5      cauc  yes   midwest       no
## 9861   1282.05        12         28      cauc  yes   midwest       no
## 9862    617.28        13          5      cauc  yes   midwest       no
## 9863    593.54        12         27      cauc  yes   midwest       no
## 9864    532.56        12         30      cauc  yes   midwest       no
## 9865   4748.29        12         29      cauc  yes   midwest       no
## 9866    427.35         7         22      afam  yes   midwest       no
## 9867    572.32        16         10      cauc  yes   midwest       no
## 9868    963.57         9         17      cauc  yes   midwest       no
## 9869    700.38        13          8      cauc  yes   midwest       no
## 9870    735.99        16          8      cauc  yes   midwest       no
## 9871    893.72        13         37      cauc  yes   midwest       no
## 9872   1202.47        12         21      cauc  yes   midwest       no
## 9873   1234.57        14         32      cauc  yes   midwest       no
## 9874     69.44        13         -1      cauc  yes   midwest      yes
## 9875    292.40        11          8      cauc  yes   midwest       no
## 9876    449.91        12          8      afam  yes   midwest       no
## 9877    874.77        10         19      cauc  yes   midwest       no
## 9878    824.07        16         22      cauc  yes   midwest       no
## 9879    949.67        16         14      cauc  yes   midwest       no
## 9880    807.22        18         28      cauc  yes   midwest       no
## 9881    261.16        16          1      afam  yes   midwest       no
## 9882    613.30        12         12      cauc  yes   midwest       no
## 9883   1851.85        18         10      cauc  yes   midwest       no
## 9884    807.22        17          1      cauc  yes   midwest       no
## 9885   2795.93        18         20      cauc  yes   midwest       no
## 9886   1187.08        15         20      cauc  yes   midwest       no
## 9887    125.31        11         52      cauc  yes   midwest      yes
## 9888   1187.08        13         31      cauc  yes   midwest       no
## 9889   1709.40        16         20      cauc  yes   midwest       no
## 9890    205.76        13         -1      cauc  yes   midwest      yes
## 9891    849.95        11         17      cauc  yes   midwest       no
## 9892    902.18         9         36      cauc  yes   midwest       no
## 9893    720.16        12         27      afam  yes   midwest       no
## 9894    317.46         9         48      afam  yes   midwest       no
## 9895    757.36        12         11      cauc  yes   midwest       no
## 9896    308.64        12         18      cauc  yes   midwest       no
## 9897    759.73        16         23      cauc  yes   midwest       no
## 9898    997.15        14         32      cauc  yes   midwest       no
## 9899    783.48        16          4      cauc  yes   midwest       no
## 9900    508.35        14         13      cauc  yes   midwest       no
## 9901    451.67        12         14      cauc  yes   midwest       no
## 9902    569.80        12          9      cauc  yes   midwest       no
## 9903    878.44        12         19      cauc  yes   midwest       no
## 9904    205.76        16          3      cauc  yes   midwest      yes
## 9905    688.51        12         19      cauc  yes   midwest       no
## 9906    664.77        12         13      cauc  yes   midwest       no
## 9907    890.31        12         28      cauc  yes   midwest       no
## 9908     65.16        12          5      cauc  yes   midwest      yes
## 9909     96.02        12          2      cauc  yes   midwest      yes
## 9910    881.83        12         22      cauc  yes   midwest       no
## 9911    113.96        12          3      cauc  yes   midwest      yes
## 9912    142.45        12          0      cauc  yes   midwest       no
## 9913   1020.89        12         22      cauc  yes   midwest       no
## 9914    240.05        14          0      cauc  yes   midwest       no
## 9915    874.49        13         22      cauc  yes   midwest       no
## 9916    213.86        12          0      cauc  yes   midwest      yes
## 9917    523.69        12         41      cauc  yes   midwest       no
## 9918    762.53        14          7      afam  yes   midwest       no
## 9919    522.32        12         16      afam  yes   midwest       no
## 9920    588.79        12         23      afam  yes   midwest       no
## 9921    161.12         8         52      cauc  yes   midwest      yes
## 9922    853.57        12         15      cauc  yes   midwest       no
## 9923    759.73        13         23      cauc  yes   midwest       no
## 9924   1009.02        12         35      cauc  yes   midwest       no
## 9925    712.25        13         32      cauc  yes   midwest       no
## 9926    830.96        12         42      cauc  yes   midwest       no
## 9927    641.03        12         12      cauc  yes   midwest       no
## 9928    474.83        14         13      cauc  yes   midwest       no
## 9929    522.32        12         22      cauc  yes   midwest       no
## 9930    712.25        17          4      cauc   no   midwest       no
## 9931    474.83        13         21      cauc   no   midwest       no
## 9932    688.51        12         12      cauc   no   midwest       no
## 9933    148.15         8          8      cauc   no   midwest       no
## 9934    356.13        12         13      cauc   no   midwest       no
## 9935    593.54        11         10      cauc  yes   midwest       no
## 9936    937.80        16         19      cauc  yes   midwest      yes
## 9937    370.37        10         21      cauc  yes   midwest       no
## 9938    569.80        14         39      cauc   no   midwest       no
## 9939    189.93        14         40      cauc   no   midwest      yes
## 9940    546.06        12         23      cauc  yes   midwest       no
## 9941    486.70        12         10      cauc  yes   midwest       no
## 9942    513.39        13         33      cauc  yes   midwest       no
## 9943    474.83        18         35      cauc   no   midwest       no
## 9944    332.38        12         36      cauc   no   midwest       no
## 9945    997.15        16         19      cauc  yes   midwest       no
## 9946    356.13        16          2      cauc   no   midwest       no
## 9947    270.66        16         32      cauc   no   midwest       no
## 9948    356.13        14         13      cauc   no   midwest       no
## 9949    804.84        12         22      cauc   no   midwest       no
## 9950   1543.21        17         35      cauc  yes   midwest       no
## 9951    959.92        12         25      afam  yes   midwest       no
## 9952    546.06        16         15      cauc  yes   midwest       no
## 9953    356.13        12         11      cauc  yes   midwest       no
## 9954    142.45        12         10      cauc  yes   midwest       no
## 9955    902.18        12         30      cauc  yes   midwest       no
## 9956    992.59        12         42      cauc  yes   midwest       no
## 9957    783.48        16         17      cauc  yes   midwest       no
## 9958    546.06        13         21      cauc   no   midwest       no
## 9959    379.87        13          2      cauc  yes   midwest       no
## 9960    427.35        12         10      cauc  yes   midwest       no
## 9961    118.71        12          3      cauc  yes   midwest      yes
## 9962    735.99        13         21      cauc  yes   midwest       no
## 9963    237.42        14         -1      cauc  yes   midwest       no
## 9964    209.88        12          6      cauc  yes   midwest       no
## 9965   2217.90        12         46      cauc  yes   midwest       no
## 9966    544.22        16          3      cauc  yes   midwest       no
## 9967   1377.02        16         11      cauc   no   midwest       no
## 9968    103.36        12          0      cauc   no   midwest      yes
## 9969    341.48        12         35      cauc   no   midwest       no
## 9970    307.69        12          5      cauc   no   midwest       no
## 9971    641.03        12          9      cauc   no   midwest       no
## 9972    363.11        10         45      cauc   no   midwest       no
## 9973    522.32        12         12      cauc  yes   midwest       no
## 9974    617.28         8         46      cauc  yes   midwest       no
## 9975    142.45        11          3      cauc  yes   midwest       no
## 9976    829.39        12         38      cauc  yes   midwest       no
## 9977    442.48        12          5      cauc   no   midwest       no
## 9978    783.48        12         33      cauc  yes   midwest       no
## 9979    665.76        12         25      cauc  yes   midwest       no
## 9980    172.84        14          8      cauc  yes   midwest       no
## 9981    211.59        11          9      cauc   no   midwest       no
## 9982    629.32         8         42      cauc  yes   midwest       no
## 9983    331.48        12          9      cauc  yes   midwest       no
## 9984    569.80        14         19      cauc  yes   midwest       no
## 9985    636.28        13         23      cauc   no   midwest       no
## 9986    997.15        18         36      cauc   no   midwest       no
## 9987   1015.34        18         16      cauc   no   midwest       no
## 9988    783.48        16         13      cauc   no   midwest       no
## 9989    164.61        11         49      cauc   no   midwest      yes
## 9990    403.61        13          8      cauc  yes   midwest       no
## 9991    740.74        10         11      cauc  yes   midwest       no
## 9992    830.96        14         28      cauc  yes   midwest       no
## 9993    185.19        12          1      cauc  yes   midwest       no
## 9994    830.96        12         40      cauc   no   midwest       no
## 9995    356.13        12         20      cauc   no   midwest       no
## 9996    451.09        14          5      cauc   no   midwest       no
## 9997   1092.12        12         16      cauc  yes   midwest       no
## 9998    712.25        12          5      cauc   no   midwest       no
## 9999    308.64        12          8      cauc   no   midwest       no
## 10000   451.09        12         18      cauc   no   midwest       no
## 10001   498.58        15          4      cauc   no   midwest       no
## 10002  1187.08        16         33      cauc  yes   midwest       no
## 10003   652.90        12         28      cauc  yes   midwest       no
## 10004   864.20        12         15      cauc  yes   midwest       no
## 10005   782.38         9         36      cauc  yes   midwest       no
## 10006   134.19        12          4      cauc  yes   midwest      yes
## 10007   512.67        12         19      cauc   no   midwest       no
## 10008   807.22        18         10      cauc   no   midwest       no
## 10009   987.65        16         13      cauc  yes   midwest       no
## 10010   340.15        12         25      cauc  yes   midwest       no
## 10011   702.01        14         22      cauc  yes   midwest       no
## 10012   185.19        14          0      afam  yes   midwest       no
## 10013   430.34        12         43      cauc   no   midwest       no
## 10014   617.28        12         34      cauc   no   midwest       no
## 10015   593.54        12         42      cauc   no   midwest       no
## 10016   503.32        12         35      cauc   no   midwest       no
## 10017   189.93        12          5      cauc   no   midwest       no
## 10018   846.12        12         16      cauc   no   midwest       no
## 10019   390.79        16         32      cauc   no   midwest       no
## 10020    74.21        12          4      cauc   no   midwest      yes
## 10021   170.94        12          1      cauc   no   midwest       no
## 10022   735.99        14         24      cauc   no   midwest       no
## 10023   806.25        12         20      cauc  yes   midwest       no
## 10024   498.58        12          7      cauc  yes   midwest       no
## 10025   944.92        18          7      cauc  yes   midwest       no
## 10026   593.54        12          5      cauc  yes   midwest       no
## 10027   712.25        18         23      cauc  yes   midwest      yes
## 10028  1305.79        18         12      cauc  yes   midwest       no
## 10029   973.41        12         29      cauc   no   midwest       no
## 10030  1044.63        13          7      cauc   no   midwest       no
## 10031   284.90        15         29      cauc   no   midwest       no
## 10032   655.29        14         18      cauc  yes   midwest       no
## 10033   115.12        14          3      afam  yes   midwest      yes
## 10034   688.51        12         12      afam  yes   midwest       no
## 10035   451.09        18         15      cauc  yes   midwest       no
## 10036   593.54        13          2      cauc  yes   midwest       no
## 10037    85.73        13         48      cauc  yes   midwest      yes
## 10038   523.03        12         37      cauc   no   midwest       no
## 10039   717.17        12         32      cauc   no   midwest       no
## 10040    69.56        12          2      cauc   no   midwest       no
## 10041   815.56        10         15      cauc  yes   midwest       no
## 10042   498.58        15          6      cauc  yes   midwest       no
## 10043   514.40        12         14      cauc  yes   midwest       no
## 10044   403.61        12         13      cauc  yes   midwest       no
## 10045  1543.21        17          7      cauc  yes   midwest       no
## 10046   617.28        15          1      cauc  yes   midwest      yes
## 10047   356.13        16          0      cauc  yes   midwest      yes
## 10048   617.28        12         22      cauc  yes   midwest       no
## 10049   774.95        12         28      cauc  yes   midwest       no
## 10050   472.46        12         16      cauc  yes   midwest       no
## 10051  1210.83        14         25      cauc  yes   midwest       no
## 10052   432.10        13          1      cauc  yes   midwest       no
## 10053   128.60        17          3      afam  yes   midwest      yes
## 10054    77.16        17          3      afam  yes   midwest      yes
## 10055   284.90        18         13      cauc  yes   midwest      yes
## 10056   890.31        14         34      cauc  yes   midwest       no
## 10057   171.47        12         28      cauc   no   midwest       no
## 10058   420.88        12         31      cauc   no   midwest       no
## 10059   185.19        13          0      cauc   no   midwest       no
## 10060  1305.79        12         44      cauc   no   midwest       no
## 10061  1305.79        13         22      cauc   no   midwest       no
## 10062   923.35        18         17      cauc   no   midwest       no
## 10063  1092.12        18         17      cauc  yes   midwest       no
## 10064  1375.66        12         17      cauc   no   midwest       no
## 10065   618.35        17          8      cauc  yes   midwest       no
## 10066   257.03        12         16      cauc   no   midwest       no
## 10067   334.05        11         13      cauc  yes   midwest       no
## 10068   428.84        12          7      cauc  yes   midwest       no
## 10069   830.96        13         15      cauc  yes   midwest       no
## 10070   441.98         9         19      cauc  yes   midwest       no
## 10071  1322.75        18         12      cauc  yes   midwest       no
## 10072   356.13        12          4      cauc  yes   midwest       no
## 10073   973.41        16         18      cauc  yes   midwest       no
## 10074   755.86        16         15      cauc  yes   midwest       no
## 10075   840.56        12         34      cauc  yes   midwest       no
## 10076   617.28        16         10      cauc  yes   midwest       no
## 10077   754.46        12          6      cauc  yes   midwest       no
## 10078  1780.63        15          4      cauc  yes   midwest       no
## 10079   949.67        16          7      afam  yes   midwest       no
## 10080   534.19        12         33      cauc  yes   midwest       no
## 10081   253.24        13          9      cauc  yes   midwest       no
## 10082   264.55        12         16      cauc   no   midwest       no
## 10083   308.64        13          3      cauc   no   midwest       no
## 10084   356.13        12         39      cauc   no   midwest       no
## 10085   993.02        12         41      cauc   no   midwest       no
## 10086    79.88        12          7      cauc  yes   midwest       no
## 10087   711.42        11         24      cauc   no   midwest       no
## 10088   246.77        14          1      cauc   no   midwest       no
## 10089   522.32        12          6      cauc   no   midwest       no
## 10090   705.53        12         16      cauc   no   midwest       no
## 10091   427.35        12         33      cauc   no   midwest       no
## 10092   569.80        12         30      cauc   no   midwest       no
## 10093   308.64        12         11      cauc   no   midwest       no
## 10094   489.08        12         15      cauc   no   midwest       no
## 10095   521.81        11         15      cauc   no   midwest       no
## 10096   852.52        10         27      cauc   no   midwest       no
## 10097   712.25        18         21      cauc   no   midwest       no
## 10098   270.66        12         24      cauc   no   midwest       no
## 10099  1187.08        14         22      cauc   no   midwest       no
## 10100   128.21        14          0      cauc   no   midwest      yes
## 10101   197.53        12          3      cauc  yes   midwest       no
## 10102  1151.80        12         17      cauc  yes   midwest       no
## 10103   235.16         7         15      cauc  yes   midwest       no
## 10104   664.77        14         30      cauc  yes   midwest       no
## 10105   912.51        12         18      cauc  yes   midwest       no
## 10106   146.32        11         25      cauc  yes   midwest       no
## 10107   723.65        14         17      cauc  yes   midwest       no
## 10108  1305.79        16         35      cauc  yes   midwest       no
## 10109   878.44        12         21      afam  yes   midwest       no
## 10110    88.18        10          2      cauc  yes   midwest      yes
## 10111   865.98        12         12      afam  yes   midwest       no
## 10112   261.16        18          1      afam  yes   midwest      yes
## 10113   246.91        11         17      cauc   no   midwest       no
## 10114  1124.46        12         13      cauc   no   midwest       no
## 10115   522.32        11         12      cauc   no   midwest       no
## 10116  1377.02        11         32      cauc   no   midwest       no
## 10117   731.24        12         19      cauc   no   midwest       no
## 10118  1068.38        12         24      cauc   no   midwest       no
## 10119  2136.75        15         19      cauc  yes   midwest       no
## 10120  1543.21        18         13      cauc  yes   midwest       no
## 10121   451.09        13         11      cauc  yes   midwest       no
## 10122  1068.38        14         35      cauc  yes   midwest       no
## 10123  1957.67        12         14      cauc   no   midwest       no
## 10124   474.83        16          3      cauc   no   midwest       no
## 10125   403.61        12         14      cauc   no   midwest       no
## 10126   199.69        12         34      cauc   no   midwest      yes
## 10127   807.22        17         16      cauc  yes   midwest       no
## 10128  1424.50        12         29      cauc   no   midwest       no
## 10129   712.25        12         31      cauc   no   midwest       no
## 10130   364.67        12          5      cauc   no   midwest       no
## 10131   522.32        12          9      cauc   no   midwest       no
## 10132   656.55        10         16      cauc   no   midwest       no
## 10133   665.76        12         38      cauc   no   midwest       no
## 10134   343.16        12          7      cauc   no   midwest       no
## 10135   760.84        10         32      cauc   no   midwest       no
## 10136   617.28        12         48      cauc  yes   midwest       no
## 10137   688.51        12         27      cauc   no   midwest       no
## 10138   834.54        16         32      cauc   no   midwest       no
## 10139   568.87        12         13      cauc   no   midwest       no
## 10140   593.54        13         29      cauc   no   midwest       no
## 10141  1056.51        18         18      cauc  yes   midwest       no
## 10142   444.23        12          9      cauc   no   midwest       no
## 10143   700.38        16         20      cauc  yes   midwest       no
## 10144  1020.89        18         19      cauc  yes   midwest       no
## 10145   246.91        13          0      cauc  yes   midwest      yes
## 10146  1068.38        12         27      cauc  yes   midwest       no
## 10147   735.99        12         38      cauc  yes   midwest       no
## 10148   394.11         9         42      cauc  yes   midwest       no
## 10149   830.96        12         29      cauc  yes   midwest       no
## 10150    98.77        12          0      cauc  yes   midwest       no
## 10151   949.67        14         32      cauc  yes   midwest       no
## 10152   759.73        14         16      cauc  yes   midwest       no
## 10153   688.51        12         17      cauc  yes   midwest       no
## 10154   731.84        12         39      cauc  yes   midwest       no
## 10155   664.77        12         23      cauc  yes   midwest       no
## 10156   872.16        12         22      cauc  yes   midwest       no
## 10157   297.42        13         13      cauc  yes   midwest       no
## 10158   379.87        12         12      cauc  yes   midwest       no
## 10159  1127.73        12         40      cauc  yes   midwest       no
## 10160   195.47        12          1      afam  yes   midwest       no
## 10161   474.83        12         28      cauc  yes   midwest       no
## 10162   145.98        12          4      cauc  yes   midwest       no
## 10163   444.44        13         14      cauc   no   midwest       no
## 10164  1018.52        17         24      cauc   no   midwest       no
## 10165   617.28        12         12      cauc  yes   midwest       no
## 10166   891.36        13         35      cauc  yes   midwest       no
## 10167   664.77        10         28      cauc  yes   midwest       no
## 10168   784.97        12         33      cauc  yes   midwest       no
## 10169   134.60        12          1      cauc  yes   midwest      yes
## 10170   569.80        13          6      cauc  yes   midwest       no
## 10171   420.23        12          9      cauc   no   midwest       no
## 10172   123.46        11          9      cauc   no   midwest      yes
## 10173   203.14        12          2      cauc   no   midwest       no
## 10174  1282.05        18         40      cauc  yes   midwest       no
## 10175   206.87        12         10      cauc   no   midwest       no
## 10176   688.51        12         33      cauc   no   midwest       no
## 10177   445.16        12          9      cauc  yes   midwest       no
## 10178   370.37        12          3      cauc  yes   midwest       no
## 10179   372.27        16          1      cauc  yes   midwest       no
## 10180   231.67        15          0      cauc  yes   midwest       no
## 10181   108.02        18         -2      cauc  yes   midwest      yes
## 10182   142.45        18          6      cauc  yes   midwest      yes
## 10183    57.61        16          0      cauc  yes   midwest      yes
## 10184   474.83        14          6      cauc  yes   midwest       no
## 10185   664.77        12         35      cauc  yes   midwest       no
## 10186   339.51         8         49      cauc  yes   midwest       no
## 10187   444.44        12          5      cauc   no   midwest       no
## 10188   529.10        12          7      cauc   no   midwest       no
## 10189   925.93        18         16      cauc   no   midwest       no
## 10190   261.16        12         14      afam  yes   midwest       no
## 10191   735.99        12         15      cauc  yes   midwest       no
## 10192   334.36        14          3      cauc  yes   midwest       no
## 10193   664.86        12         14      cauc   no   midwest       no
## 10194   474.83        14          7      cauc   no   midwest       no
## 10195   973.41        12         37      cauc   no   midwest       no
## 10196  2034.66        18         11      cauc  yes   midwest       no
## 10197   735.99        12         14      cauc   no   midwest       no
## 10198   185.19        12          8      cauc   no   midwest       no
## 10199   888.89        12         21      cauc  yes   midwest       no
## 10200   830.96        12         20      cauc  yes   midwest       no
## 10201   558.50        12         30      cauc  yes   midwest       no
## 10202   370.37        12         28      cauc  yes   midwest       no
## 10203   941.36        14         40      cauc  yes   midwest       no
## 10204    81.86        12          1      cauc   no   midwest      yes
## 10205   595.06        16          8      cauc   no   midwest       no
## 10206   579.30        18         17      cauc  yes   midwest       no
## 10207   864.20        16         17      cauc  yes   midwest       no
## 10208   498.58        12         19      cauc   no   midwest       no
## 10209   641.98        12         26      cauc   no   midwest       no
## 10210   341.88        10         13      cauc   no   midwest       no
## 10211   830.96        16          4      cauc  yes   midwest       no
## 10212    59.35        13          0      cauc  yes   midwest      yes
## 10213  1234.57         9         50      cauc  yes   midwest       no
## 10214  1661.92        12         33      cauc  yes   midwest       no
## 10215   617.28        12         27      cauc  yes   midwest       no
## 10216   830.96        18          6      cauc  yes   midwest       no
## 10217   728.87        12         15      cauc   no   midwest       no
## 10218   166.19        12         52      cauc   no   midwest       no
## 10219   581.67        12         35      cauc   no   midwest       no
## 10220   427.35        12          2      cauc   no   midwest       no
## 10221   307.45        13         12      cauc   no   midwest      yes
## 10222    61.73        13         -1      cauc   no   midwest      yes
## 10223   170.03        12         40      cauc   no   midwest       no
## 10224   474.83        14         23      cauc   no   midwest       no
## 10225   664.77        17         11      cauc   no   midwest       no
## 10226   423.28        12         23      cauc  yes   midwest       no
## 10227  1298.67        16         11      cauc  yes   midwest       no
## 10228  1187.08        18         21      cauc  yes   midwest       no
## 10229   949.67        16         30      cauc  yes   midwest       no
## 10230  2018.04        16         35      cauc  yes   midwest       no
## 10231   830.96        13         22      cauc  yes   midwest       no
## 10232   997.15        13         41      cauc  yes   midwest       no
## 10233   451.09        15          5      cauc   no   midwest       no
## 10234   347.79        12         13      cauc   no   midwest       no
## 10235  1780.63        18         19      cauc   no   midwest       no
## 10236   664.77        15         28      cauc   no   midwest       no
## 10237   596.58        12         41      afam  yes   midwest       no
## 10238  1068.38        16         17      cauc   no   midwest       no
## 10239   542.18         9         31      cauc   no   midwest       no
## 10240   487.33        11         14      cauc   no   midwest       no
## 10241   593.54        14         15      cauc   no   midwest       no
## 10242   106.84        14         14      cauc   no   midwest       no
## 10243   902.18        18         21      cauc  yes   midwest       no
## 10244   174.90        13          3      cauc  yes   midwest       no
## 10245   724.12        12         21      cauc  yes   midwest       no
## 10246   237.49        12         14      cauc  yes   midwest       no
## 10247   546.06        14          6      cauc  yes   midwest       no
## 10248   593.54        12         13      cauc   no   midwest       no
## 10249   540.33        16          0      cauc   no   midwest       no
## 10250   179.01        12         32      afam   no   midwest       no
## 10251   129.63        11         11      cauc   no   midwest      yes
## 10252   379.87        10         11      cauc   no   midwest       no
## 10253   427.35        12          9      cauc   no   midwest       no
## 10254   148.15        13         16      cauc  yes   midwest       no
## 10255   195.47        12         12      cauc  yes   midwest       no
## 10256   118.71        15         14      cauc  yes   midwest       no
## 10257   878.44        18         17      cauc  yes   midwest       no
## 10258   436.56        12         31      cauc   no   midwest       no
## 10259   427.35        12          6      cauc  yes   midwest       no
## 10260   498.58         8         41      cauc   no   midwest       no
## 10261   217.86        11          5      cauc  yes   midwest       no
## 10262    92.59        14         32      cauc  yes   midwest       no
## 10263   356.13        12          9      cauc  yes   midwest       no
## 10264   123.46        12         21      cauc  yes   midwest      yes
## 10265   981.32        16         22      cauc  yes   midwest       no
## 10266  2374.15        17         23      cauc  yes   midwest       no
## 10267   123.46        12          0      cauc  yes   midwest      yes
## 10268   284.90        16          3      cauc  yes   midwest       no
## 10269   617.28        11         21      cauc  yes   midwest       no
## 10270   481.96        12         26      cauc  yes   midwest       no
## 10271  1118.83        18         22      cauc  yes   midwest       no
## 10272   382.47        16         30      cauc   no   midwest       no
## 10273   363.11        13         10      cauc   no   midwest       no
## 10274  1234.57        13         14      cauc  yes   midwest       no
## 10275   448.93        12         14      cauc  yes   midwest       no
## 10276   356.13         7         39      cauc   no   midwest       no
## 10277   369.96        10         51      cauc   no   midwest      yes
## 10278   139.28         8         51      cauc   no   midwest      yes
## 10279   849.95        13         34      cauc  yes   midwest       no
## 10280   933.05        13         33      cauc  yes   midwest       no
## 10281   130.58        12         22      afam  yes   midwest       no
## 10282   472.04        14          8      cauc  yes   midwest       no
## 10283   906.93        14         19      cauc   no   midwest       no
## 10284   118.64        15          7      cauc   no   midwest      yes
## 10285   498.58        11          3      cauc  yes   midwest       no
## 10286  1187.08        11         28      cauc  yes   midwest       no
## 10287   283.39        12          4      cauc  yes   midwest       no
## 10288  1150.39        11         45      cauc  yes   midwest       no
## 10289   371.34        12         34      cauc   no   midwest       no
## 10290   427.35        15         12      cauc   no   midwest       no
## 10291  1519.47        12         31      cauc  yes   midwest       no
## 10292   403.61        16          3      cauc  yes   midwest      yes
## 10293   783.48        13         28      cauc   no   midwest       no
## 10294   902.18        14         13      cauc  yes   midwest       no
## 10295   474.83        12         22      cauc   no   midwest       no
## 10296  1187.08        12         31      cauc   no   midwest       no
## 10297   356.13        14          7      cauc  yes   midwest       no
## 10298   740.74        18         13      cauc  yes   midwest       no
## 10299   664.77        14         18      cauc  yes   midwest       no
## 10300   955.56        16         16      cauc  yes   midwest       no
## 10301   531.81        18         11      cauc   no   midwest      yes
## 10302   255.34        16          8      cauc  yes   midwest       no
## 10303   522.32        12         21      cauc   no   midwest       no
## 10304   522.32        12         15      cauc  yes   midwest       no
## 10305   261.16        12         12      cauc  yes   midwest       no
## 10306   652.90        12         30      cauc  yes   midwest       no
## 10307    82.72        12          0      cauc  yes   midwest      yes
## 10308   966.18        17         25      cauc   no   midwest       no
## 10309   593.54        10         35      cauc   no   midwest       no
## 10310   593.54        13          7      cauc   no   midwest       no
## 10311   159.47        13          0      cauc   no   midwest      yes
## 10312   498.58        16         17      cauc   no   midwest       no
## 10313   284.90        14          7      cauc   no   midwest       no
## 10314   462.96        12         20      cauc   no   midwest       no
## 10315    61.73        15          9      cauc   no   midwest      yes
## 10316   664.77        11         16      cauc  yes   midwest       no
## 10317   735.99        14          9      cauc   no   midwest       no
## 10318   641.03        16         41      cauc   no   midwest       no
## 10319   823.05        13         26      cauc  yes   midwest       no
## 10320   830.96        12         11      cauc  yes   midwest       no
## 10321   284.90        12          3      cauc   no   midwest       no
## 10322  1424.50        12         22      cauc   no   midwest       no
## 10323   712.25        17         20      cauc   no   midwest       no
## 10324    61.73        13         -1      cauc   no   midwest      yes
## 10325   949.67        16          3      cauc  yes   midwest       no
## 10326   593.54        17         18      cauc  yes   midwest       no
## 10327   154.32        14          2      cauc  yes   midwest      yes
## 10328   405.98        14         20      cauc  yes   midwest       no
## 10329   774.63        12         19      cauc  yes   midwest       no
## 10330   801.28        12         30      cauc  yes   midwest       no
## 10331   178.70        16          0      cauc  yes   midwest       no
## 10332   105.61        16         -1      cauc  yes   midwest      yes
## 10333   296.77        12         36      cauc  yes   midwest       no
## 10334   284.90        11         42      cauc  yes   midwest       no
## 10335   949.67         9         36      cauc  yes   midwest       no
## 10336  1092.12        16         38      cauc  yes   midwest       no
## 10337   462.96        16          0      cauc  yes   midwest       no
## 10338   318.93        14         -1      cauc  yes   midwest       no
## 10339  1193.45        16         36      cauc  yes   midwest       no
## 10340  1020.89        16         35      cauc  yes   midwest       no
## 10341   902.18        18         12      cauc  yes   midwest       no
## 10342  1460.11        16         37      cauc  yes   midwest       no
## 10343   877.91        12         33      afam  yes   midwest       no
## 10344   722.63        12         41      cauc  yes   midwest       no
## 10345   233.33        10         44      cauc  yes   midwest       no
## 10346   830.96        12         16      cauc  yes   midwest       no
## 10347   588.39        12         10      cauc   no   midwest       no
## 10348   591.63        16         16      afam  yes   midwest       no
## 10349   854.70        12         28      cauc   no   midwest       no
## 10350   752.79        14         22      cauc   no   midwest       no
## 10351  1080.56        14         20      cauc  yes   midwest       no
## 10352   567.11        12         20      cauc  yes   midwest       no
## 10353   237.42        13          9      afam  yes   midwest       no
## 10354   463.18        12         12      cauc  yes   midwest       no
## 10355   759.73        12         23      cauc   no   midwest       no
## 10356   474.83        14          3      cauc   no   midwest       no
## 10357   807.22        16         47      cauc  yes   midwest       no
## 10358   569.80        13         26      cauc   no   midwest       no
## 10359   830.96        12         43      afam  yes   midwest       no
## 10360   712.25        12         21      cauc  yes   midwest       no
## 10361   630.94        16         14      cauc  yes   midwest       no
## 10362   617.28        15         40      cauc  yes   midwest       no
## 10363  1400.76        18         12      cauc  yes   midwest       no
## 10364   973.41        12         15      cauc  yes   midwest       no
## 10365   648.31        15         18      cauc  yes   midwest       no
## 10366   379.87         9         25      afam  yes   midwest       no
## 10367    71.23        16         12      afam  yes   midwest       no
## 10368   593.54        13         26      cauc  yes   midwest       no
## 10369   555.56        12         11      cauc  yes   midwest       no
## 10370   246.91        12          4      cauc  yes   midwest       no
## 10371   308.64        12          4      cauc  yes   midwest       no
## 10372   569.80        12         18      cauc  yes   midwest       no
## 10373   546.06        12         36      cauc  yes   midwest       no
## 10374   403.61        12          8      cauc  yes   midwest       no
## 10375   688.51        12         23      cauc  yes   midwest       no
## 10376    66.48        12         40      cauc  yes   midwest      yes
## 10377   854.70        18         29      cauc  yes   midwest       no
## 10378    75.76        13         -1      cauc  yes   midwest      yes
## 10379   474.83        12         31      cauc  yes   midwest       no
## 10380   514.08        12         17      cauc  yes   midwest       no
## 10381   629.15        11         10      cauc  yes   midwest       no
## 10382   356.13        16          3      cauc  yes   midwest       no
## 10383   617.28         8         40      cauc  yes   midwest       no
## 10384   759.73        18         14      afam  yes   midwest       no
## 10385   864.20        18         19      cauc  yes   midwest       no
## 10386   902.18        18         28      cauc  yes   midwest       no
## 10387  1364.52        17         20      cauc  yes   midwest       no
## 10388  1127.73        18         19      cauc  yes   midwest       no
## 10389   854.70        11         37      cauc  yes   midwest       no
## 10390   329.22        18          5      afam  yes   midwest      yes
## 10391   332.38        18         14      cauc  yes   midwest       no
## 10392   451.09        12         13      cauc  yes   midwest       no
## 10393   712.25        12         11      cauc  yes   midwest       no
## 10394   332.38        12         28      cauc  yes   midwest       no
## 10395   807.22        15         19      cauc  yes   midwest       no
## 10396   807.22        12         24      cauc  yes   midwest       no
## 10397   189.58        12         23      cauc  yes   midwest       no
## 10398   210.91        18          3      cauc  yes   midwest      yes
## 10399  1053.13        16         19      cauc  yes   midwest       no
## 10400  1139.60        12         20      cauc  yes   midwest       no
## 10401   569.80        12         37      cauc  yes   midwest       no
## 10402   118.17        12         19      cauc  yes   midwest      yes
## 10403   735.99        16         12      cauc  yes   midwest       no
## 10404   830.96        12         34      cauc  yes   midwest       no
## 10405    64.10        17          0      cauc  yes   midwest       no
## 10406   197.53        10         41      cauc  yes   midwest       no
## 10407    61.73        12         12      cauc  yes   midwest      yes
## 10408   759.73        16         30      cauc  yes   midwest       no
## 10409   132.28        12          0      cauc  yes   midwest      yes
## 10410   417.05        12         20      cauc  yes   midwest       no
## 10411   715.81        12         12      cauc  yes   midwest       no
## 10412   474.83         9         45      cauc  yes   midwest       no
## 10413   735.99        14         33      cauc  yes   midwest       no
## 10414   308.64        12         12      cauc  yes   midwest       no
## 10415   198.72        12         51      cauc  yes   midwest      yes
## 10416   593.54        12         24      cauc  yes   midwest       no
## 10417   783.48        16         35      cauc  yes   midwest       no
## 10418   320.99        14          3      cauc  yes   midwest       no
## 10419   122.22        14          2      cauc  yes   midwest      yes
## 10420   122.22        14          1      cauc  yes   midwest      yes
## 10421   810.25        12         19      cauc  yes   midwest       no
## 10422  1187.08        12         22      cauc  yes   midwest       no
## 10423   712.25        18         19      cauc  yes   midwest       no
## 10424   593.54        16          7      cauc  yes   midwest       no
## 10425   650.04        12          9      cauc  yes   midwest       no
## 10426   854.70        14         37      cauc  yes   midwest       no
## 10427   123.46        12         42      cauc  yes   midwest      yes
## 10428   835.00        16         18      cauc  yes   midwest       no
## 10429   451.09        16          2      cauc  yes   midwest       no
## 10430   296.30        16          2      cauc  yes   midwest       no
## 10431   534.19        14          4      cauc  yes   midwest       no
## 10432   391.74        12          5      cauc  yes   midwest       no
## 10433   569.80        12         25      cauc  yes   midwest       no
## 10434   714.62        14         10      cauc  yes   midwest       no
## 10435   593.54        12         17      cauc  yes   midwest       no
## 10436   794.63        16         12      cauc  yes   midwest       no
## 10437   403.61        16          5      cauc  yes   midwest       no
## 10438   664.77        14         30      cauc  yes   midwest       no
## 10439   830.96        12         16      cauc  yes   midwest       no
## 10440   451.09        18         16      cauc  yes   midwest       no
## 10441   757.20        12         42      cauc  yes   midwest       no
## 10442   681.43        12         28      cauc  yes   midwest       no
## 10443   248.63        12         13      cauc  yes   midwest       no
## 10444   474.83        12         15      cauc  yes   midwest       no
## 10445  1092.12        14         10      cauc  yes   midwest       no
## 10446   425.26        12         15      cauc  yes   midwest       no
## 10447   534.19        12         13      cauc  yes   midwest       no
## 10448   900.21        16         18      cauc  yes   midwest       no
## 10449   617.28        13         29      cauc  yes   midwest       no
## 10450   902.18        16          9      cauc  yes   midwest       no
## 10451   949.67        15         19      cauc  yes   midwest       no
## 10452   617.28        12         24      cauc  yes   midwest       no
## 10453   783.48        12         24      cauc  yes   midwest       no
## 10454   949.67        14         12      cauc  yes   midwest       no
## 10455   304.86        11         12      cauc  yes   midwest       no
## 10456   356.13        12         17      cauc  yes   midwest       no
## 10457   231.48        13         20      cauc  yes   midwest       no
## 10458   138.07        18          3      cauc  yes   midwest      yes
## 10459   878.44        14         18      afam  yes   midwest       no
## 10460   783.48        10         16      cauc  yes   midwest       no
## 10461   371.99        12         16      cauc  yes   midwest       no
## 10462   141.98        12          4      afam  yes   midwest      yes
## 10463   949.67        18          9      cauc  yes   midwest       no
## 10464   997.15        12         13      cauc  yes   midwest       no
## 10465    55.86        12          7      cauc  yes   midwest       no
## 10466   433.86        12          6      cauc  yes   midwest       no
## 10467   296.77        12          4      cauc  yes   midwest       no
## 10468   712.25        13         33      cauc  yes   midwest       no
## 10469   830.96        12         14      cauc  yes   midwest       no
## 10470   973.41        12         21      cauc  yes   midwest       no
## 10471   830.96        12         20      cauc  yes   midwest       no
## 10472  1709.40        18         21      cauc  yes   midwest       no
## 10473   949.67        16         43      cauc  yes   midwest       no
## 10474  1661.92        16         18      cauc  yes   midwest       no
## 10475   593.54        14         22      cauc  yes   midwest       no
## 10476   130.58        13          0      afam  yes   midwest       no
## 10477   664.77        11         32      afam  yes   midwest       no
## 10478   967.93        12         17      cauc  yes   midwest       no
## 10479   250.77        12          6      cauc  yes   midwest       no
## 10480   166.95         8         31      cauc  yes   midwest      yes
## 10481   556.77        12         35      afam  yes   midwest       no
## 10482   629.15        12         23      cauc  yes   midwest       no
## 10483   552.94        12         34      cauc  yes   midwest       no
## 10484   234.31        14          6      cauc  yes   midwest      yes
## 10485   498.58        15          4      cauc  yes   midwest       no
## 10486   123.46        12         43      cauc  yes   midwest       no
## 10487   403.61        12          8      cauc  yes   midwest       no
## 10488   500.50        12         45      cauc  yes   midwest       no
## 10489   925.93        18         33      cauc  yes   midwest       no
## 10490  1187.08        18         23      cauc  yes   midwest       no
## 10491   847.27        17         29      cauc  yes   midwest       no
## 10492  1958.69        18         15      cauc  yes   midwest       no
## 10493   403.61        11         33      afam  yes   midwest       no
## 10494   488.68         8         39      cauc  yes   midwest       no
## 10495   949.67        12         19      cauc  yes   midwest       no
## 10496   735.99        16         21      cauc  yes   midwest       no
## 10497   568.87        12          8      cauc  yes   midwest       no
## 10498   459.94        13          4      cauc  yes   midwest       no
## 10499   389.36        12         25      cauc  yes   midwest      yes
## 10500   569.80        12         20      cauc  yes   midwest       no
## 10501   356.13        12         11      afam  yes   midwest       no
## 10502   593.54        13         20      cauc  yes   midwest       no
## 10503   133.53        10         24      afam  yes   midwest      yes
## 10504   427.35        14          8      cauc  yes   midwest       no
## 10505   118.71        13          1      afam  yes   midwest       no
## 10506   308.64        13         20      cauc   no   midwest      yes
## 10507   498.58        17          2      cauc   no   midwest       no
## 10508   142.45        17          1      cauc   no   midwest       no
## 10509   546.06        12          4      cauc   no   midwest       no
## 10510   137.17        15          2      cauc   no   midwest      yes
## 10511    68.85        15         11      cauc   no   midwest      yes
## 10512   118.71         8         49      cauc   no   midwest      yes
## 10513   620.13         8         45      cauc   no   midwest       no
## 10514   688.51        12         12      cauc   no   midwest       no
## 10515   379.87        12          6      cauc   no   midwest       no
## 10516   617.28        12          8      cauc   no   midwest       no
## 10517   487.33        12          6      cauc   no   midwest       no
## 10518   949.67        12         13      cauc  yes   midwest       no
## 10519   569.80        14         18      cauc   no   midwest       no
## 10520  1068.38        12         30      cauc   no   midwest       no
## 10521   937.80        12         13      cauc   no   midwest       no
## 10522   427.35        16         35      cauc   no   midwest       no
## 10523   284.90        14          3      cauc   no   midwest       no
## 10524   522.32        13          6      cauc  yes   midwest       no
## 10525   356.13        12          6      cauc  yes   midwest       no
## 10526   148.15        17         14      cauc   no   midwest       no
## 10527   804.77        12         24      cauc  yes   midwest       no
## 10528   391.74        14          6      cauc  yes   midwest       no
## 10529   385.80        12         13      cauc  yes   midwest       no
## 10530   671.01        17         15      cauc  yes   midwest       no
## 10531   712.25         9         29      cauc   no   midwest       no
## 10532   262.67        12          3      cauc   no   midwest       no
## 10533   469.14        12         26      cauc   no   midwest       no
## 10534   712.25        18         11      cauc   no   midwest       no
## 10535   451.09        12         17      cauc   no   midwest       no
## 10536   987.65        18         14      cauc   no   midwest       no
## 10537   593.54        12         33      cauc   no   midwest       no
## 10538   606.42        12         22      cauc   no   midwest       no
## 10539   762.65        14         19      cauc  yes   midwest       no
## 10540   944.94        18         30      cauc  yes   midwest       no
## 10541   807.22        13          8      cauc  yes   midwest       no
## 10542   686.13        18         15      cauc  yes   midwest       no
## 10543   440.17        17         10      cauc   no   midwest       no
## 10544   205.76        15         45      cauc   no   midwest      yes
## 10545   296.30        16         19      cauc   no   midwest       no
## 10546   434.09        12         23      cauc   no   midwest       no
## 10547   451.09        11         10      cauc  yes   midwest       no
## 10548  1068.38        14         36      cauc   no   midwest       no
## 10549   664.77        17         31      cauc   no   midwest       no
## 10550   280.15        11          9      cauc  yes   midwest       no
## 10551   641.03        16          9      cauc  yes   midwest       no
## 10552  1424.50        16         27      cauc  yes   midwest       no
## 10553   415.48        12          7      cauc  yes   midwest       no
## 10554   878.44        12         31      cauc  yes   midwest       no
## 10555   332.38        13          0      cauc  yes   midwest       no
## 10556   396.49        12         14      cauc  yes   midwest       no
## 10557   353.75        12         16      cauc  yes   midwest       no
## 10558   546.06        14         12      cauc  yes   midwest       no
## 10559   999.53        16         12      cauc  yes   midwest       no
## 10560   914.81        16         40      cauc  yes   midwest       no
## 10561   534.98        12         13      cauc   no   midwest       no
## 10562   488.19        12         24      cauc   no   midwest       no
## 10563   426.65        14          0      cauc   no   midwest       no
## 10564   565.84        13         27      cauc   no   midwest       no
## 10565   172.84        12          3      cauc   no   midwest       no
## 10566   102.88         9         15      cauc   no   midwest       no
## 10567   317.32        12         12      cauc   no   midwest       no
## 10568  1031.65        12         23      cauc  yes   midwest       no
## 10569   164.70        13          0      cauc  yes   midwest      yes
## 10570   911.87        16         12      cauc  yes   midwest       no
## 10571   724.12        13         14      cauc  yes   midwest       no
## 10572   543.21        12         21      cauc  yes   midwest       no
## 10573   712.25        12         21      cauc  yes   midwest       no
## 10574   569.80        12         19      cauc  yes   midwest       no
## 10575   756.60        17          1      cauc  yes   midwest       no
## 10576   128.21        15          1      cauc  yes   midwest       no
## 10577   498.58        16          4      cauc  yes   midwest       no
## 10578   712.25        10         20      cauc  yes   midwest       no
## 10579   607.53        14         36      cauc  yes   midwest       no
## 10580   427.35        16          3      cauc  yes   midwest       no
## 10581   997.15        16         34      cauc  yes   midwest       no
## 10582   641.03        12         10      cauc  yes   midwest       no
## 10583   997.15        14         10      cauc  yes   midwest       no
## 10584   802.47        14         10      cauc  yes   midwest       no
## 10585  1187.08        18         32      cauc  yes   midwest       no
## 10586   171.36        13          2      cauc  yes   midwest       no
## 10587  1041.98         8         52      cauc  yes   midwest       no
## 10588   140.69        13         12      cauc  yes   midwest       no
## 10589  1068.38        17         31      cauc  yes   midwest       no
## 10590   783.48        14          9      cauc  yes   midwest       no
## 10591   949.67        18         26      cauc  yes   midwest       no
## 10592  1424.50        16         27      cauc   no   midwest       no
## 10593   522.32        16          4      cauc   no   midwest       no
## 10594   552.13        16         10      cauc   no   midwest       no
## 10595   522.32        18          4      cauc   no   midwest       no
## 10596   569.80        12          7      cauc   no   midwest       no
## 10597   498.58        13          9      cauc   no   midwest       no
## 10598   572.13        10         41      cauc   no   midwest       no
## 10599   426.92        12         16      cauc   no   midwest       no
## 10600   141.61        12          4      cauc   no   midwest       no
## 10601   569.80        18         18      cauc   no   midwest       no
## 10602   394.11        15         24      cauc   no   midwest       no
## 10603   392.59        12         13      cauc   no   midwest       no
## 10604   356.13        16         11      cauc   no   midwest       no
## 10605    59.35        15          1      cauc   no   midwest      yes
## 10606   783.48        12         22      cauc   no   midwest       no
## 10607   573.36        18         23      cauc   no   midwest       no
## 10608   159.07        12          3      cauc   no   midwest       no
## 10609    90.22        12          1      cauc   no   midwest       no
## 10610   973.41        12         25      cauc   no   midwest       no
## 10611   629.08        10         32      cauc  yes   midwest       no
## 10612   451.09        12         24      cauc  yes   midwest       no
## 10613   712.25        12         49      cauc  yes   midwest       no
## 10614   370.37        12          5      cauc  yes   midwest       no
## 10615   557.93        12          3      cauc  yes   midwest       no
## 10616   593.54        14         18      cauc  yes   midwest       no
## 10617   398.86        10         25      cauc   no   midwest       no
## 10618   284.90        12          7      cauc   no   midwest       no
## 10619   204.18        14          8      cauc   no   midwest       no
## 10620   498.58        12         31      cauc  yes   midwest       no
## 10621   158.28        13         -1      cauc  yes   midwest       no
## 10622   216.05         9         22      cauc   no   midwest       no
## 10623   284.90        12         30      cauc   no   midwest       no
## 10624   427.35        12         40      cauc  yes   midwest       no
## 10625   474.83        14         15      cauc  yes   midwest       no
## 10626   878.44        18         20      cauc  yes   midwest       no
## 10627   593.54        12         34      cauc   no   midwest       no
## 10628   735.99        12         22      cauc   no   midwest       no
## 10629   349.79        14          0      cauc   no   midwest       no
## 10630   442.26        12         31      cauc  yes   midwest       no
## 10631   639.38        12         19      cauc   no   midwest       no
## 10632   411.52        18          2      afam  yes   midwest       no
## 10633   819.09        12         27      cauc   no   midwest       no
## 10634   266.67        12          2      cauc   no   midwest       no
## 10635   480.11        12         41      cauc   no   midwest       no
## 10636   415.48        12         20      cauc   no   midwest       no
## 10637   474.83        12         17      cauc   no   midwest       no
## 10638   177.47        12          9      cauc   no   midwest       no
## 10639   569.80        18         32      cauc   no   midwest       no
## 10640   296.77        12          6      cauc   no   midwest       no
## 10641   617.28        12         15      cauc   no   midwest       no
## 10642   304.84        18         15      cauc   no   midwest       no
## 10643   878.44        16          7      cauc   no   midwest       no
## 10644   807.22        16          3      cauc   no   midwest       no
## 10645   712.25        18         21      cauc   no   midwest       no
## 10646   902.18        16         18      cauc   no   midwest       no
## 10647   123.46        13          6      cauc   no   midwest      yes
## 10648  1282.05        16         15      cauc   no   midwest       no
## 10649   664.77        12         24      cauc   no   midwest       no
## 10650  1115.86        17         20      cauc  yes   midwest       no
## 10651   109.74        15          0      cauc  yes   midwest       no
## 10652   406.15        13         16      cauc  yes   midwest       no
## 10653   664.77        12         10      cauc  yes   midwest       no
## 10654   225.55        14          9      afam  yes   midwest       no
## 10655   949.67        14         25      cauc  yes   midwest       no
## 10656   172.84        12          1      cauc  yes   midwest       no
## 10657   493.83        14         16      cauc  yes   midwest       no
## 10658   878.44        12         30      cauc  yes   midwest       no
## 10659   626.97        13          5      cauc  yes   midwest       no
## 10660   955.79        15         22      cauc  yes   midwest       no
## 10661   937.80        12         16      cauc  yes   midwest       no
## 10662  1359.21        17         37      cauc  yes   midwest       no
## 10663   379.87        13          5      cauc  yes   midwest       no
## 10664   735.99        13         20      cauc  yes   midwest       no
## 10665   471.44        16          9      cauc  yes   midwest       no
## 10666   712.25        12         13      cauc   no   midwest       no
## 10667   902.18        17         26      cauc   no   midwest       no
## 10668   973.41        12         19      cauc   no   midwest       no
## 10669   676.64        12         39      cauc   no   midwest       no
## 10670   217.79        12         52      cauc   no   midwest       no
## 10671    71.23        16          9      cauc   no   midwest      yes
## 10672   370.37        17         35      cauc   no   midwest      yes
## 10673    73.60         8         49      cauc   no   midwest      yes
## 10674   949.67        12         37      cauc   no   midwest       no
## 10675   395.06        12         13      cauc   no   midwest       no
## 10676   390.12        13          8      cauc   no   midwest       no
## 10677   275.40        12         13      cauc   no   midwest       no
## 10678   569.80        13         42      cauc   no   midwest       no
## 10679   406.11        12          5      cauc   no   midwest       no
## 10680   213.68        12          1      cauc   no   midwest       no
## 10681   427.35        12         21      cauc   no   midwest       no
## 10682  1646.09         8         52      cauc   no   midwest       no
## 10683    76.54        15         21      cauc   no   midwest       no
## 10684   474.83        12         35      cauc   no   midwest       no
## 10685   403.61        12         18      cauc   no   midwest       no
## 10686   498.58        12         15      cauc   no   midwest       no
## 10687   522.32        14         10      cauc  yes   midwest       no
## 10688   237.42        12          6      cauc   no   midwest       no
## 10689   213.68        12          3      cauc   no   midwest       no
## 10690   664.77        16         16      cauc   no   midwest       no
## 10691   356.13        13          9      cauc  yes   midwest       no
## 10692   581.67        12         19      cauc  yes   midwest       no
## 10693   498.58        12         11      cauc  yes   midwest       no
## 10694   783.48        18         10      cauc   no   midwest       no
## 10695   522.32        13         44      cauc  yes   midwest       no
## 10696    61.73        18         42      cauc  yes   midwest      yes
## 10697   826.21        18         14      cauc  yes   midwest       no
## 10698   783.48        18         15      cauc  yes   midwest       no
## 10699   306.17        12          5      cauc  yes   midwest       no
## 10700   489.34        12          9      cauc  yes   midwest       no
## 10701   688.51         9         41      cauc  yes   midwest       no
## 10702   356.13        12         27      cauc   no   midwest       no
## 10703   427.35        12         45      cauc   no   midwest       no
## 10704   440.92        12         23      cauc   no   midwest       no
## 10705   695.85        14         22      cauc   no   midwest       no
## 10706   522.32        14         16      cauc   no   midwest       no
## 10707  1115.86        12         12      cauc   no   midwest       no
## 10708   105.30        12          0      cauc   no   midwest      yes
## 10709   721.68        12         13      cauc   no   midwest       no
## 10710   664.77        12         17      cauc   no   midwest       no
## 10711   783.48        14         21      cauc   no   midwest       no
## 10712   505.05        17         30      cauc   no   midwest       no
## 10713    83.10        16          3      cauc   no   midwest      yes
## 10714    67.90        13          2      cauc   no   midwest       no
## 10715   415.48        12         14      cauc   no   midwest       no
## 10716   593.54        18          7      cauc   no   midwest       no
## 10717   565.05         8         41      cauc   no   midwest       no
## 10718   237.42        12         27      cauc   no   midwest       no
## 10719   949.67        15          8      cauc   no   midwest       no
## 10720   569.80        12         16      cauc   no   midwest       no
## 10721   194.68        12         42      cauc   no   midwest       no
## 10722   132.95        10         46      cauc   no   midwest       no
## 10723  2374.15        16         27      cauc   no   midwest       no
## 10724  1139.60        18         42      cauc   no   midwest       no
## 10725   332.38        17          3      cauc   no   midwest       no
## 10726   712.25        12         46      cauc   no   midwest       no
## 10727   749.71         9         34      cauc   no   midwest       no
## 10728  1448.24        18         18      cauc   no   midwest       no
## 10729   298.35        18         29      cauc   no   midwest      yes
## 10730   379.87        12          9      cauc  yes   midwest       no
## 10731   246.91        11          6      cauc  yes   midwest       no
## 10732   379.87        16         12      cauc  yes   midwest       no
## 10733   462.30        12         16      cauc  yes   midwest       no
## 10734   474.83        12          9      cauc  yes   midwest       no
## 10735   451.09        11         14      cauc  yes   midwest       no
## 10736  1026.64        16         34      cauc  yes   midwest       no
## 10737   502.78        14          4      cauc  yes   midwest       no
## 10738   102.88        12          0      cauc  yes   midwest      yes
## 10739   567.66        14          8      cauc  yes   midwest       no
## 10740  1140.63        12         41      cauc  yes   midwest       no
## 10741   878.44        12         15      cauc  yes   midwest       no
## 10742   493.83        16          4      cauc  yes   midwest       no
## 10743   427.35        12         17      cauc  yes   midwest       no
## 10744   996.89        18         35      cauc  yes   midwest       no
## 10745   474.83        12         14      cauc  yes   midwest       no
## 10746   255.65        12          1      cauc  yes   midwest       no
## 10747   641.03        12         29      cauc   no   midwest       no
## 10748   379.87        10         26      cauc   no   midwest       no
## 10749   271.11        10         12      cauc   no   midwest       no
## 10750   541.38        17         14      cauc   no   midwest       no
## 10751   637.38        12         12      cauc   no   midwest       no
## 10752   332.38        11          7      cauc   no   midwest       no
## 10753   699.26        12         37      cauc   no   midwest       no
## 10754    93.83        14          0      cauc   no   midwest      yes
## 10755   403.61        12          4      cauc  yes   midwest       no
## 10756   645.82        12         10      cauc   no   midwest       no
## 10757   427.35        12         19      cauc   no   midwest       no
## 10758   712.25        12         24      cauc   no   midwest       no
## 10759   432.10        12         25      cauc   no   midwest       no
## 10760   661.38        12          2      cauc   no   midwest       no
## 10761   246.91        12          1      cauc   no   midwest       no
## 10762   356.13        14          7      cauc  yes   midwest       no
## 10763   216.05        12         20      cauc  yes   midwest       no
## 10764   363.11        12          3      cauc  yes   midwest       no
## 10765   771.60        14         17      cauc  yes   midwest       no
## 10766   342.94        12          3      cauc   no   midwest       no
## 10767   712.25        18          4      cauc   no   midwest       no
## 10768   427.04        12          7      cauc   no   midwest       no
## 10769   641.03        12          3      cauc   no   midwest       no
## 10770   484.14         7         38      cauc  yes   midwest       no
## 10771   362.37        10          9      cauc  yes   midwest      yes
## 10772   569.80        11         35      afam  yes   midwest       no
## 10773   356.13        12          6      cauc  yes   midwest       no
## 10774   593.54        12         26      cauc   no   midwest       no
## 10775   605.29        12         10      cauc   no   midwest       no
## 10776   664.77        12         29      cauc   no   midwest       no
## 10777   997.15        12         19      cauc  yes   midwest       no
## 10778   474.83        12         14      cauc  yes   midwest       no
## 10779   626.78        12         17      cauc  yes   midwest       no
## 10780   666.67        12         37      cauc   no   midwest       no
## 10781   607.79        12         14      cauc   no   midwest       no
## 10782   527.83        10         26      cauc   no   midwest       no
## 10783   735.99        18         27      cauc   no   midwest       no
## 10784   370.37        16          1      cauc   no   midwest       no
## 10785   561.17        12         11      cauc   no   midwest       no
## 10786   569.80        12          9      cauc  yes   midwest       no
## 10787   522.32        16          8      cauc  yes   midwest       no
## 10788   819.09        16          8      cauc  yes   midwest       no
## 10789   745.01        12         33      cauc  yes   midwest       no
## 10790   498.58        12         35      cauc  yes   midwest       no
## 10791   474.83        12         32      cauc  yes   midwest       no
## 10792   830.96        12         37      cauc  yes   midwest       no
## 10793   895.75        13         22      cauc  yes   midwest       no
## 10794   225.55        15         -1      cauc  yes   midwest       no
## 10795   830.96        12         32      cauc  yes   midwest       no
## 10796   281.06        14          2      cauc  yes   midwest      yes
## 10797   294.40        16         10      cauc  yes   midwest       no
## 10798   380.34        11         21      cauc  yes   midwest       no
## 10799   759.73        12         19      cauc  yes   midwest       no
## 10800   949.67        12         34      cauc  yes   midwest       no
## 10801   166.19        12          4      cauc  yes   midwest      yes
## 10802   546.06        16          6      cauc  yes   midwest       no
## 10803   902.18        12         24      cauc  yes   midwest       no
## 10804   593.54         8         38      cauc  yes   midwest       no
## 10805   503.32        12         12      cauc  yes   midwest       no
## 10806   284.90        12          5      cauc  yes   midwest       no
## 10807   545.80        12         41      cauc  yes   midwest       no
## 10808   189.59        16          1      cauc  yes   midwest      yes
## 10809   864.20        10         38      cauc  yes   midwest       no
## 10810  1092.12        14         20      cauc  yes   midwest       no
## 10811   830.96        14         18      cauc  yes   midwest       no
## 10812   593.54        14          7      cauc  yes   midwest       no
## 10813   664.77        14         11      cauc  yes   midwest       no
## 10814   899.07        13         17      cauc  yes   midwest       no
## 10815   750.12        12         10      cauc  yes   midwest       no
## 10816   830.96        12         29      cauc  yes   midwest       no
## 10817   702.75        12         31      cauc  yes   midwest       no
## 10818   593.54        14         13      cauc  yes   midwest       no
## 10819   998.55        18         25      cauc  yes   midwest       no
## 10820   641.03        12          9      cauc  yes   midwest       no
## 10821   759.73        12         10      cauc  yes   midwest       no
## 10822   522.32        15          4      cauc  yes   midwest       no
## 10823   197.53        16          0      cauc  yes   midwest      yes
## 10824   949.67        18         10      cauc  yes   midwest       no
## 10825   493.83        12         12      cauc  yes   midwest       no
## 10826   427.35        12         11      cauc  yes   midwest       no
## 10827  1495.73        18         14      cauc  yes   midwest       no
## 10828  1139.60        16          7      cauc  yes   midwest       no
## 10829   821.46        18          8      cauc  yes   midwest       no
## 10830  1222.70        16         28      cauc  yes   midwest       no
## 10831   522.32        15         43      cauc  yes   midwest       no
## 10832   474.83        12         19      cauc  yes   midwest       no
## 10833  1399.41        16         21      cauc  yes   midwest       no
## 10834   148.91        13         -1      cauc  yes   midwest      yes
## 10835   561.13        12         11      cauc  yes   midwest       no
## 10836   712.25        16          7      cauc  yes   midwest       no
## 10837   403.61        16          6      cauc  yes   midwest       no
## 10838  1163.34        17          6      cauc  yes   midwest       no
## 10839  1044.63        16          9      cauc  yes   midwest       no
## 10840   664.77        16          4      cauc  yes   midwest       no
## 10841   688.51        16         35      afam  yes   midwest       no
## 10842   881.83        16          5      cauc  yes   midwest       no
## 10843  1246.44        16          8      cauc  yes   midwest       no
## 10844   759.73        12         24      cauc  yes   midwest       no
## 10845   358.02        16         12      cauc  yes   midwest       no
## 10846   522.32        12         19      afam  yes   midwest       no
## 10847   878.44        12         25      cauc  yes   midwest       no
## 10848   759.73        12         36      cauc  yes   midwest       no
## 10849   557.93        16         19      cauc  yes   midwest       no
## 10850   352.73        16         13      cauc  yes   midwest      yes
## 10851   652.90        14         10      cauc  yes   midwest       no
## 10852   740.74        12         24      cauc  yes   midwest       no
## 10853   197.41        12          0      cauc  yes   midwest      yes
## 10854   106.86        10         52      cauc  yes   midwest      yes
## 10855   427.35        12          3      cauc  yes   midwest       no
## 10856   379.87        12          7      cauc  yes   midwest       no
## 10857   682.64        16          1      cauc  yes   midwest       no
## 10858   356.13        12          4      cauc  yes   midwest       no
## 10859   465.34        16          1      cauc  yes   midwest       no
## 10860   486.70        13          4      cauc  yes   midwest       no
## 10861   462.96        14          1      cauc  yes   midwest       no
## 10862   818.11        12         11      cauc  yes   midwest       no
## 10863   664.77        13         12      cauc  yes   midwest       no
## 10864   747.86        16         15      cauc  yes   midwest       no
## 10865   570.85        14         11      cauc  yes   midwest       no
## 10866  1187.08        16         29      cauc  yes   midwest       no
## 10867   188.79        12          0      cauc  yes   midwest      yes
## 10868  1424.50        12         34      cauc  yes   midwest       no
## 10869   890.31        16          6      cauc  yes   midwest       no
## 10870   546.06        13         32      cauc  yes   midwest       no
## 10871   427.35        16         19      cauc  yes   midwest       no
## 10872   712.25        16         31      cauc  yes   midwest       no
## 10873  1258.31        18         11      cauc  yes   midwest       no
## 10874  1531.34        18         34      cauc  yes   midwest       no
## 10875  1182.03        12         45      cauc  yes   midwest       no
## 10876  1444.71        14         14      cauc  yes   midwest       no
## 10877    83.54        15          3      afam  yes   midwest      yes
## 10878  1353.28        17         11      cauc  yes   midwest       no
## 10879   593.54        13          9      cauc  yes   midwest       no
## 10880   688.51        16          5      cauc  yes   midwest       no
## 10881   712.25        14         16      cauc  yes   midwest       no
## 10882   997.15        16         14      cauc  yes   midwest       no
## 10883   940.74        12         41      cauc  yes   midwest       no
## 10884   641.03        12         11      cauc  yes   midwest       no
## 10885   830.96        16         13      cauc  yes   midwest       no
## 10886  1531.05        16         36      cauc  yes   midwest       no
## 10887  1187.08        16         19      cauc  yes   midwest       no
## 10888   878.44        12         42      cauc  yes   midwest       no
## 10889  1424.50        18         21      cauc  yes   midwest       no
## 10890  1187.08        16          9      cauc  yes   midwest       no
## 10891   857.34        11          6      cauc  yes   midwest       no
## 10892  1041.24        14         12      cauc  yes   midwest       no
## 10893   356.13        18          5      cauc  yes   midwest       no
## 10894   481.96        14          8      cauc  yes   midwest       no
## 10895   374.23        12         17      cauc  yes   midwest       no
## 10896   878.44        12         33      cauc  yes   midwest       no
## 10897   593.54        12         23      cauc  yes   midwest       no
## 10898  1068.38        18         34      cauc  yes   midwest       no
## 10899  1044.63        18         18      cauc  yes   midwest       no
## 10900   641.03        12         31      cauc  yes   midwest       no
## 10901   712.25        14         39      cauc  yes   midwest       no
## 10902   119.93        11          2      cauc  yes   midwest       no
## 10903  1305.79        13         19      cauc  yes   midwest       no
## 10904   209.19        12          7      cauc  yes   midwest       no
## 10905   197.53        11          5      cauc  yes   midwest       no
## 10906   102.88        12          0      cauc  yes   midwest       no
## 10907   583.69        12         15      cauc  yes   midwest       no
## 10908   569.80        12         38      cauc  yes   midwest       no
## 10909  1424.50        17         30      cauc  yes   midwest       no
## 10910  1068.38        17         18      cauc  yes   midwest       no
## 10911   793.65        17         14      cauc  yes   midwest       no
## 10912   641.03        16         16      cauc  yes   midwest       no
## 10913   403.61        12          7      cauc  yes   midwest       no
## 10914   427.35        12          3      cauc  yes   midwest       no
## 10915   370.37        12         12      cauc  yes   midwest      yes
## 10916   871.79        15         13      cauc  yes   midwest       no
## 10917   617.28        12         13      cauc  yes   midwest       no
## 10918   468.09        16         18      cauc  yes   midwest       no
## 10919   474.83        16          4      cauc  yes   midwest       no
## 10920   735.99        16         11      cauc  yes   midwest       no
## 10921   676.64        12         10      cauc  yes   midwest       no
## 10922   427.35        15          0      cauc  yes   midwest       no
## 10923   498.58        12         16      cauc  yes   midwest       no
## 10924   356.13        14          6      cauc  yes   midwest       no
## 10925   664.77        12         19      cauc  yes   midwest       no
## 10926  1086.42        16         10      cauc  yes   midwest       no
## 10927   759.73        12          7      cauc  yes   midwest       no
## 10928  1139.60        16         38      cauc  yes   midwest       no
## 10929   231.48        11         23      cauc  yes   midwest       no
## 10930   949.67        16         35      cauc  yes   midwest       no
## 10931    53.09        14         10      cauc  yes   midwest      yes
## 10932   712.25        12         20      cauc  yes   midwest       no
## 10933  1187.08        12         35      cauc  yes   midwest       no
## 10934   185.19        12          0      cauc  yes   midwest       no
## 10935   522.32        12         14      cauc  yes   midwest       no
## 10936   143.40        12         15      cauc  yes   midwest      yes
## 10937   154.32        16          1      cauc  yes   midwest      yes
## 10938   902.18        10         17      cauc  yes   midwest       no
## 10939   902.18        12         22      cauc  yes   midwest       no
## 10940  2374.15        18         25      cauc  yes   midwest       no
## 10941  1305.79        14         26      cauc  yes   midwest       no
## 10942  1305.79        15         23      cauc  yes   midwest       no
## 10943   957.98        12         19      cauc  yes   midwest       no
## 10944  1614.43        18         26      cauc  yes   midwest       no
## 10945   612.35        17          2      cauc  yes   midwest       no
## 10946   783.48        12         46      cauc  yes   midwest       no
## 10947   712.25        13         18      afam  yes   midwest       no
## 10948   627.78        12         16      cauc  yes   midwest       no
## 10949   688.51        12         16      cauc  yes   midwest       no
## 10950    59.35        12          1      cauc  yes   midwest      yes
## 10951   498.58        12         13      cauc  yes   midwest       no
## 10952  1204.72        17         16      cauc  yes   midwest       no
## 10953   980.39        17         24      cauc  yes   midwest       no
## 10954  1423.46        16         24      cauc  yes   midwest       no
## 10955   522.32        17         12      cauc  yes   midwest       no
## 10956   783.48        12         15      cauc  yes   midwest       no
## 10957   878.44        14         13      cauc  yes   midwest       no
## 10958   911.75        12         18      cauc  yes   midwest       no
## 10959   109.21        12          2      cauc  yes   midwest      yes
## 10960   154.32        12          4      cauc  yes   midwest       no
## 10961   284.90        12          4      cauc  yes   midwest       no
## 10962   745.49        16         15      cauc  yes   midwest       no
## 10963   978.16        17         22      cauc  yes   midwest       no
## 10964  1452.43        16         10      cauc  yes   midwest       no
## 10965   308.64        12         12      afam  yes   midwest       no
## 10966   712.25        12         33      cauc  yes   midwest       no
## 10967   403.61        17         17      cauc  yes   midwest       no
## 10968   166.19        12         17      cauc  yes   midwest       no
## 10969   379.87        12         15      cauc  yes   midwest       no
## 10970   641.03        12         19      cauc  yes   midwest       no
## 10971   747.86        16          9      cauc  yes   midwest       no
## 10972   546.06        18         32      cauc  yes   midwest       no
## 10973   360.87        16          5      cauc  yes   midwest       no
## 10974   759.73        16          5      cauc  yes   midwest       no
## 10975   617.28        12         14      cauc  yes   midwest       no
## 10976   878.44        12         42      cauc  yes   midwest       no
## 10977   652.90        18         13      cauc  yes   midwest       no
## 10978   916.43        16         17      cauc  yes   midwest       no
## 10979   123.46        18         12      cauc  yes   midwest      yes
## 10980   474.83        18         11      cauc  yes   midwest       no
## 10981   895.06        17          0      cauc  yes   midwest       no
## 10982   949.67        12         31      cauc  yes   midwest       no
## 10983   792.97        14         17      cauc  yes   midwest       no
## 10984   605.41        16          2      cauc  yes   midwest       no
## 10985   791.39        16         11      cauc  yes   midwest       no
## 10986   237.42        18         21      cauc  yes   midwest       no
## 10987   230.45        18          4      cauc  yes   midwest      yes
## 10988   509.93        12         18      cauc  yes   midwest       no
## 10989   591.17        10         23      cauc  yes   midwest       no
## 10990   151.95        12          0      cauc  yes   midwest      yes
## 10991  1249.27        16         34      cauc  yes   midwest       no
## 10992   771.60        10         14      cauc  yes   midwest      yes
## 10993   949.67        14         21      cauc  yes   midwest       no
## 10994   283.95        12         30      cauc  yes   midwest       no
## 10995   562.82        18         22      cauc  yes   midwest       no
## 10996   593.54        10         38      cauc  yes   midwest       no
## 10997   360.08        10         10      cauc  yes   midwest       no
## 10998   787.65        17         42      cauc  yes   midwest       no
## 10999   641.03        12         23      cauc  yes   midwest       no
## 11000   664.77        12         36      cauc  yes   midwest       no
## 11001   252.14        16         20      cauc  yes   midwest       no
## 11002   493.83        12         11      cauc  yes   midwest       no
## 11003   759.73        12         12      cauc  yes   midwest       no
## 11004   342.44         9         52      cauc   no   midwest      yes
## 11005   474.83        15          3      cauc   no   midwest       no
## 11006   356.13        12         28      cauc   no   midwest       no
## 11007   414.68        12          7      cauc   no   midwest       no
## 11008   403.61        12          8      cauc   no   midwest       no
## 11009    85.47        12          0      cauc  yes   midwest      yes
## 11010   735.99        12         31      cauc  yes   midwest       no
## 11011    66.87        13          0      cauc  yes   midwest      yes
## 11012   240.05        12         24      cauc   no   midwest       no
## 11013   192.90        12          1      cauc   no   midwest       no
## 11014   175.26        16         21      cauc   no   midwest      yes
## 11015   442.83        12          8      cauc   no   midwest       no
## 11016   246.91        12         29      cauc   no   midwest       no
## 11017   569.80        12         16      cauc  yes   midwest       no
## 11018    88.18        12         13      cauc  yes   midwest       no
## 11019   759.73        16         12      cauc   no   midwest       no
## 11020   474.83        14         18      cauc   no   midwest       no
## 11021   212.62        11         33      cauc  yes   midwest       no
## 11022   480.77        18          5      cauc  yes   midwest       no
## 11023  1234.57        14         34      cauc   no   midwest       no
## 11024   148.15         8         27      cauc   no   midwest       no
## 11025   283.95        18          6      cauc   no   midwest       no
## 11026   680.27        16         16      cauc  yes   midwest       no
## 11027   712.25        12         16      cauc  yes   midwest       no
## 11028   712.25        12         16      cauc  yes   midwest       no
## 11029  1923.08        12         23      cauc  yes   midwest       no
## 11030    94.97        15         -1      cauc  yes   midwest      yes
## 11031   358.50        16          6      cauc  yes   midwest       no
## 11032   871.46        17         11      cauc   no   midwest       no
## 11033   498.58        13         20      cauc   no   midwest       no
## 11034   786.73        12         16      cauc   no   midwest       no
## 11035   830.96        16         19      cauc   no   midwest       no
## 11036   196.76        16          2      cauc  yes   midwest       no
## 11037   474.83        18         35      cauc  yes   midwest       no
## 11038   209.64        12         18      cauc   no   midwest       no
## 11039   577.78        12          8      cauc   no   midwest       no
## 11040  1115.86        12         19      cauc   no   midwest       no
## 11041   264.32        12         20      cauc   no   midwest       no
## 11042   403.61        12         40      cauc   no   midwest       no
## 11043   688.51        14         28      cauc  yes   midwest       no
## 11044   664.77        12         18      cauc  yes   midwest       no
## 11045   379.87        18          3      cauc   no   midwest       no
## 11046   617.28        12         28      cauc   no   midwest       no
## 11047   349.00        12         26      cauc   no   midwest       no
## 11048   451.09        12         19      cauc  yes   midwest       no
## 11049   185.19         9         38      cauc  yes   midwest       no
## 11050   344.53        12         16      cauc  yes   midwest       no
## 11051   474.83        13          5      cauc  yes   midwest       no
## 11052   249.29        12          9      cauc   no   midwest       no
## 11053   225.75        12         10      cauc   no   midwest       no
## 11054   377.73        12         12      cauc   no   midwest       no
## 11055   197.53        12          5      cauc   no   midwest       no
## 11056   997.15        18         33      cauc   no   midwest       no
## 11057   413.58         8         41      cauc   no   midwest       no
## 11058   137.70        10         10      cauc   no   midwest       no
## 11059   553.18        12         18      cauc   no   midwest       no
## 11060   356.13        12         16      cauc  yes   midwest       no
## 11061   332.91        11         10      cauc  yes   midwest       no
## 11062   997.15        12         42      cauc   no   midwest       no
## 11063   546.06        10         10      cauc   no   midwest       no
## 11064   712.25        14         11      cauc   no   midwest       no
## 11065    82.30        14         28      cauc   no   midwest       no
## 11066   643.27        17         14      cauc   no   midwest       no
## 11067   593.54         9         36      cauc  yes   midwest       no
## 11068   498.58        14         35      cauc   no   midwest       no
## 11069   824.74        16          9      cauc   no   midwest       no
## 11070   664.77        18         14      cauc  yes   midwest       no
## 11071   154.32         8         56      cauc  yes   midwest      yes
## 11072   259.26        12         52      cauc   no   midwest       no
## 11073   113.96        12          1      cauc   no   midwest       no
## 11074   473.25         9         27      cauc   no   midwest       no
## 11075   997.15        18         23      cauc   no   midwest       no
## 11076  1480.72        16         11      cauc   no   midwest       no
## 11077   997.15        15         38      cauc   no   midwest       no
## 11078   474.83        16          9      cauc   no   midwest       no
## 11079   353.09        12         16      cauc   no   midwest       no
## 11080   388.89        12         13      cauc   no   midwest       no
## 11081   332.38        16          2      cauc   no   midwest      yes
## 11082   522.32        13         25      cauc   no   midwest       no
## 11083   227.92        12         15      cauc   no   midwest       no
## 11084   282.53        12         43      cauc   no   midwest       no
## 11085   356.13        12         17      cauc   no   midwest       no
## 11086   451.09        12         28      cauc   no   midwest       no
## 11087   838.08        12         34      cauc   no   midwest       no
## 11088  1946.82        16         32      cauc   no   midwest       no
## 11089   550.81        16         15      cauc   no   midwest       no
## 11090   949.67        12         33      cauc   no   midwest       no
## 11091   227.92        12         10      cauc   no   midwest       no
## 11092   679.01        16          5      cauc   no   midwest       no
## 11093   474.83        12         11      cauc   no   midwest       no
## 11094   403.61        17         17      cauc   no   midwest       no
## 11095   735.99        12         41      cauc   no   midwest       no
## 11096   507.11        12         28      cauc  yes   midwest       no
## 11097    98.77        12          0      cauc  yes   midwest      yes
## 11098   546.06        12         22      cauc  yes   midwest       no
## 11099   581.67        12         21      cauc  yes   midwest       no
## 11100   522.32        12          5      cauc  yes   midwest       no
## 11101   175.69        12          4      cauc  yes   midwest       no
## 11102   170.94        12          2      cauc  yes   midwest       no
## 11103   712.25        12         19      cauc   no   midwest       no
## 11104   783.48        18         21      cauc   no   midwest       no
## 11105   657.64        12         22      cauc   no   midwest       no
## 11106   398.89        12         27      cauc   no   midwest       no
## 11107   135.80        11         10      cauc  yes   midwest      yes
## 11108   563.44        12         15      cauc   no   midwest       no
## 11109   783.48         7         35      cauc   no   midwest       no
## 11110  1030.79        14         25      cauc  yes   midwest       no
## 11111  1764.37        18         32      cauc  yes   midwest       no
## 11112  1000.09        18         23      cauc  yes   midwest       no
## 11113   289.65        16         32      cauc   no   midwest       no
## 11114  1706.61        18          8      cauc   no   midwest       no
## 11115   783.48        17         18      cauc   no   midwest       no
## 11116    69.09        13          0      cauc   no   midwest       no
## 11117   569.80        14          4      cauc   no   midwest       no
## 11118   296.30        16         12      cauc   no   midwest       no
## 11119   379.87        12         25      cauc   no   midwest      yes
## 11120   308.64        12          9      cauc   no   midwest       no
## 11121   421.84        10         24      cauc   no   midwest       no
## 11122   403.61        12          9      cauc   no   midwest       no
## 11123   308.64        16          0      cauc   no   midwest       no
## 11124   474.83        12         36      cauc   no   midwest       no
## 11125   641.03        18         17      cauc   no   midwest       no
## 11126   474.83        13         32      cauc   no   midwest       no
## 11127   527.57        16         38      cauc   no   midwest       no
## 11128   237.42        12         10      cauc   no   midwest       no
## 11129   213.68        12         16      cauc   no   midwest       no
## 11130   284.90        12         13      cauc   no   midwest       no
## 11131   830.96        12         36      cauc   no   midwest       no
## 11132   464.46         8         40      cauc   no   midwest       no
## 11133   186.23        12          8      cauc   no   midwest       no
## 11134   981.89        12         24      cauc   no   midwest       no
## 11135    92.59        12          2      cauc   no   midwest       no
## 11136   320.51        16          5      cauc   no   midwest       no
## 11137   606.34        17         24      cauc   no   midwest       no
## 11138   195.47        12          7      cauc   no   midwest       no
## 11139    73.60        14         13      cauc  yes   midwest      yes
## 11140   257.20         9         53      cauc  yes   midwest       no
## 11141   474.83        11         11      cauc  yes   midwest       no
## 11142    82.30        12          0      cauc   no   midwest      yes
## 11143   332.38        12          8      cauc   no   midwest       no
## 11144   641.03        15         10      cauc   no   midwest       no
## 11145   235.34        12         12      cauc   no   midwest       no
## 11146   284.90        12         10      cauc   no   midwest       no
## 11147   427.35        14         14      cauc   no   midwest       no
## 11148  1092.12        16         20      cauc  yes   midwest       no
## 11149   522.32        16         18      cauc   no   midwest       no
## 11150   481.96        12         18      cauc  yes   midwest       no
## 11151   427.35        11         33      cauc  yes   midwest       no
## 11152   344.25        12          6      cauc  yes   midwest       no
## 11153   584.60        12         13      cauc   no   midwest       no
## 11154   712.25        12         13      cauc   no   midwest       no
## 11155   237.42        12         21      cauc   no   midwest       no
## 11156   211.87        12         12      cauc   no   midwest       no
## 11157   455.58        12          7      cauc   no   midwest       no
## 11158   332.38         9         50      cauc   no   midwest       no
## 11159   735.99        14          7      cauc   no   midwest       no
## 11160   432.31        12         12      cauc  yes   midwest       no
## 11161   593.54        13         15      cauc   no   midwest       no
## 11162  1187.08        14         15      cauc   no   midwest       no
## 11163   830.96        16         16      cauc  yes   midwest       no
## 11164   444.44         8         46      cauc   no   midwest       no
## 11165  1305.79        16         29      cauc   no   midwest       no
## 11166  1305.79        12         14      cauc  yes   midwest       no
## 11167   424.34        16         19      cauc  yes   midwest       no
## 11168   980.53        17         18      cauc  yes   midwest       no
## 11169   593.54        12         40      cauc  yes   midwest       no
## 11170   664.77        12         29      cauc  yes   midwest       no
## 11171   409.09        12         34      cauc   no   midwest       no
## 11172   427.35        12          9      cauc  yes   midwest      yes
## 11173   569.80        13         17      cauc  yes   midwest       no
## 11174   213.68        16          2      cauc   no   midwest       no
## 11175   360.08        12         12      cauc   no   midwest       no
## 11176   213.68        12         26      cauc   no   midwest       no
## 11177   137.17        13          1      cauc   no   midwest      yes
## 11178   593.54        12         10      cauc  yes   midwest       no
## 11179   151.23        14         19      afam   no   midwest       no
## 11180   192.90        12         25      cauc   no   midwest      yes
## 11181  1305.79        16         34      cauc  yes   midwest       no
## 11182   263.37        15          0      cauc  yes   midwest       no
## 11183   205.76        16         32      cauc  yes   midwest       no
## 11184   243.49        12         20      cauc  yes   midwest       no
## 11185   462.96        12         13      cauc   no   midwest       no
## 11186   643.07        17         20      cauc   no   midwest       no
## 11187   259.26        11          6      cauc   no   midwest       no
## 11188   308.64        13         39      cauc   no   midwest       no
## 11189    83.10        12          0      cauc   no   midwest      yes
## 11190   451.09        12         16      cauc   no   midwest       no
## 11191  1044.63        11         27      cauc  yes   midwest       no
## 11192   474.83        12         34      cauc  yes   midwest       no
## 11193   427.35        14          7      cauc  yes   midwest       no
## 11194   617.28        12         34      cauc  yes   midwest       no
## 11195   439.22        12         27      cauc  yes   midwest       no
## 11196   337.70        12          8      cauc  yes   midwest       no
## 11197   246.91        12          6      cauc  yes   midwest       no
## 11198   427.35        12          6      cauc  yes   midwest       no
## 11199   833.81        12         20      cauc  yes   midwest       no
## 11200   237.42        13         16      cauc  yes   midwest       no
## 11201   542.07        12         10      cauc   no   midwest       no
## 11202   403.61        12         32      cauc   no   midwest       no
## 11203   427.35        13         12      cauc   no   midwest       no
## 11204  1056.51        18         10      cauc  yes   midwest       no
## 11205    87.15        10         46      cauc  yes   midwest      yes
## 11206   830.96        16         17      cauc  yes   midwest       no
## 11207  1615.79        18         13      cauc  yes   midwest       no
## 11208  1020.89        18         15      cauc  yes   midwest       no
## 11209   167.18        17         16      cauc  yes   midwest       no
## 11210   612.54        18          5      cauc  yes   midwest       no
## 11211   356.13        16          9      cauc  yes   midwest       no
## 11212   529.44        12          5      cauc   no   midwest       no
## 11213   877.91        12         23      cauc  yes   midwest       no
## 11214   370.37        12          7      afam  yes   midwest       no
## 11215   949.67        12         25      cauc  yes   midwest       no
## 11216   664.77        14         18      cauc  yes   midwest       no
## 11217   569.80        12         12      cauc  yes   midwest       no
## 11218   617.71        16         13      cauc  yes   midwest       no
## 11219   683.76        15         20      cauc  yes   midwest       no
## 11220  1234.57        16         21      cauc  yes   midwest       no
## 11221   744.04        14         20      cauc  yes   midwest       no
## 11222    98.77        10          2      cauc  yes   midwest      yes
## 11223   985.28        18         21      cauc  yes   midwest       no
## 11224   427.35        12         12      cauc   no   midwest       no
## 11225   641.03        16          3      afam  yes   midwest       no
## 11226  1044.63        12         33      cauc  yes   midwest       no
## 11227   862.18        18         12      cauc   no   midwest       no
## 11228  1559.26        12         41      cauc  yes   midwest      yes
## 11229   474.83        12         40      cauc   no   midwest       no
## 11230   462.96        12          6      cauc   no   midwest       no
## 11231   192.90        12         13      cauc   no   midwest       no
## 11232   259.48        10         37      cauc   no   midwest       no
## 11233  1305.79        14         30      cauc  yes   midwest       no
## 11234   296.77        16          1      cauc  yes   midwest       no
## 11235   949.67        12         34      cauc   no   midwest       no
## 11236   913.58        16         24      cauc  yes   midwest       no
## 11237   132.28        14          0      cauc  yes   midwest       no
## 11238   783.48        16         32      cauc  yes   midwest       no
## 11239   823.84        12         12      cauc   no   midwest       no
## 11240   284.90        12          3      cauc   no   midwest       no
## 11241   283.22        12         10      cauc   no   midwest       no
## 11242   522.32        14         14      cauc   no   midwest       no
## 11243   403.61        16         13      cauc  yes   midwest       no
## 11244   534.19        18         11      cauc  yes   midwest       no
## 11245   237.42        12          7      cauc   no   midwest       no
## 11246   578.70        12         29      cauc  yes   midwest       no
## 11247   819.09        11         35      cauc  yes   midwest       no
## 11248   401.23        12          5      cauc  yes   midwest       no
## 11249   947.51        12         33      cauc  yes   midwest       no
## 11250   284.90        12          8      cauc  yes   midwest       no
## 11251   617.28        13         21      cauc  yes   midwest       no
## 11252   848.77        18         26      cauc  yes   midwest       no
## 11253   503.32        12          6      cauc  yes   midwest       no
## 11254   731.72         9         21      cauc   no   midwest       no
## 11255   807.22        14         17      cauc   no   midwest       no
## 11256   183.13        16          1      cauc  yes   midwest      yes
## 11257  1068.38        16         16      cauc  yes   midwest       no
## 11258   938.15        12         26      cauc  yes   midwest       no
## 11259   133.33        16         -1      cauc  yes   midwest      yes
## 11260  1424.50        14         27      cauc  yes   midwest       no
## 11261    94.97        12          0      cauc  yes   midwest      yes
## 11262   474.83        12          5      cauc   no   midwest       no
## 11263   807.22        12         17      cauc   no   midwest       no
## 11264  1152.26        11         14      cauc  yes   midwest       no
## 11265  1305.79        12         40      cauc  yes   midwest       no
## 11266   469.14        12         36      cauc  yes   midwest       no
## 11267    64.20        12          1      cauc  yes   midwest      yes
## 11268   712.25        12         36      cauc  yes   midwest       no
## 11269   522.32        13         30      cauc  yes   midwest       no
## 11270   474.83        10         28      cauc  yes   midwest       no
## 11271   617.28        15          8      cauc  yes   midwest       no
## 11272   498.58        12         12      cauc  yes   midwest       no
## 11273   861.43        12         32      cauc   no   midwest       no
## 11274   784.00        12         19      cauc   no   midwest       no
## 11275   462.96        13         38      cauc   no   midwest       no
## 11276   394.11        12         10      cauc   no   midwest       no
## 11277   451.09        12         18      cauc   no   midwest       no
## 11278   474.83        12         13      cauc   no   midwest       no
## 11279   403.61        12         20      cauc   no   midwest       no
## 11280   333.33        16          0      cauc   no   midwest       no
## 11281   712.25        12          5      cauc   no   midwest       no
## 11282  2374.15        12         10      cauc   no   midwest       no
## 11283   403.61        12          4      cauc   no   midwest       no
## 11284   388.01        13          5      cauc  yes   midwest      yes
## 11285   227.92        12         24      cauc  yes   midwest       no
## 11286   351.38        16         15      cauc  yes   midwest       no
## 11287   344.25        12         12      cauc  yes   midwest       no
## 11288   854.70        12         12      cauc   no   midwest       no
## 11289   308.64        12          8      cauc  yes   midwest       no
## 11290  1075.42        11         31      cauc  yes   midwest       no
## 11291   617.28        18         18      cauc  yes   midwest       no
## 11292   459.94        17          6      cauc  yes   midwest       no
## 11293    68.02        14          4      cauc  yes   midwest       no
## 11294   411.52        16          5      cauc  yes   midwest      yes
## 11295   771.60        12         24      cauc  yes   midwest       no
## 11296   617.28        12         25      cauc   no   midwest       no
## 11297   593.54        16         10      cauc   no   midwest       no
## 11298  1661.92        16         29      cauc   no   midwest       no
## 11299   692.50        16         22      cauc   no   midwest       no
## 11300   578.04        12         21      cauc   no   midwest       no
## 11301   591.17        18         15      cauc   no   midwest       no
## 11302   651.47        12          6      cauc   no   midwest       no
## 11303   546.06        12         16      cauc   no   midwest       no
## 11304   400.33        12         10      cauc   no   midwest       no
## 11305   107.00        13         35      cauc   no   midwest      yes
## 11306   479.11        12         13      cauc  yes   midwest       no
## 11307   235.42        12          5      cauc  yes   midwest       no
## 11308   261.16        12         15      cauc   no   midwest       no
## 11309   379.87        16          3      cauc   no   midwest       no
## 11310   884.02        16         12      cauc   no   midwest       no
## 11311   356.13        14         12      cauc   no   midwest       no
## 11312   356.13        12         12      cauc   no   midwest       no
## 11313   587.75        16         14      cauc   no   midwest       no
## 11314   284.90        12         18      cauc   no   midwest       no
## 11315   390.82        12         18      cauc   no   midwest       no
## 11316   164.61        12         36      cauc   no   midwest      yes
## 11317   495.04        12         42      cauc   no   midwest       no
## 11318   279.21        12         41      cauc   no   midwest       no
## 11319   491.57        13         14      cauc   no   midwest       no
## 11320   370.37        12          6      afam  yes   midwest       no
## 11321   261.16        12         20      cauc  yes   midwest      yes
## 11322   185.19        14          3      cauc  yes   midwest       no
## 11323   129.79        13          2      cauc  yes   midwest       no
## 11324   522.32        12         15      cauc  yes   midwest       no
## 11325   386.77        12         17      cauc   no   midwest       no
## 11326   167.40        14          0      cauc   no   midwest      yes
## 11327   569.80        12         24      cauc   no   midwest       no
## 11328   273.03        16          1      cauc  yes   midwest       no
## 11329   172.84        12          5      cauc  yes   midwest       no
## 11330   319.87        16          3      cauc  yes   midwest       no
## 11331   166.19        12          6      cauc  yes   midwest       no
## 11332   157.13         9         48      cauc  yes   midwest      yes
## 11333   451.09        13         10      cauc  yes   midwest       no
## 11334   712.25        18          3      cauc  yes   midwest       no
## 11335   968.30        14         26      cauc   no   midwest       no
## 11336   123.46        12          0      cauc   no   midwest      yes
## 11337   474.83        14         18      cauc   no   midwest       no
## 11338   928.30        15         18      cauc   no   midwest       no
## 11339    73.60        12          0      cauc   no   midwest      yes
## 11340   619.02        12         31      cauc  yes   midwest       no
## 11341   593.54        12         37      cauc   no   midwest       no
## 11342   599.72        16          9      cauc  yes   midwest       no
## 11343   719.37        18         18      cauc  yes   midwest       no
## 11344   332.38        14          7      cauc  yes   midwest       no
## 11345   226.43        12         27      cauc  yes   midwest       no
## 11346   237.42        12         12      afam  yes   midwest       no
## 11347   561.17        12         16      cauc  yes   midwest       no
## 11348   356.13        12         23      cauc   no   midwest       no
## 11349   641.03        14         16      cauc   no   midwest       no
## 11350   237.42        12         26      cauc   no   midwest       no
## 11351   379.87        12          8      cauc   no   midwest       no
## 11352   134.04        14          0      cauc   no   midwest       no
## 11353  1122.33        12         24      cauc   no   midwest       no
## 11354   360.87        14          7      cauc   no   midwest       no
## 11355   503.21        12         16      cauc   no   midwest       no
## 11356   522.32        12         32      cauc   no   midwest       no
## 11357   151.94        14         11      cauc   no   midwest      yes
## 11358   783.48        12         17      cauc   no   midwest       no
## 11359   863.98        13         28      cauc   no   midwest       no
## 11360   641.03        12         19      cauc  yes   midwest       no
## 11361   971.89        12         18      cauc  yes   midwest       no
## 11362   484.19         9         26      cauc  yes   midwest       no
## 11363   522.32        12         18      cauc  yes   midwest       no
## 11364   562.46        12         39      cauc  yes   midwest       no
## 11365   474.83        12         15      cauc  yes   midwest       no
## 11366   379.87        12          4      cauc  yes   midwest       no
## 11367   181.07        12          4      cauc  yes   midwest       no
## 11368  1139.60        16         26      cauc  yes   midwest       no
## 11369   593.54        14         11      cauc  yes   midwest       no
## 11370   783.48        18         17      cauc  yes   midwest       no
## 11371   712.25        14         16      cauc  yes   midwest       no
## 11372   664.77        13         11      cauc   no   midwest       no
## 11373   712.25        17         13      cauc   no   midwest       no
## 11374   403.61         8         50      cauc  yes   midwest       no
## 11375   427.35        12         17      cauc  yes   midwest       no
## 11376   735.99        12         14      cauc  yes   midwest       no
## 11377   140.08        18         39      cauc   no   midwest      yes
## 11378  1780.63        16         21      cauc  yes   midwest       no
## 11379   925.93        12         30      cauc   no   midwest       no
## 11380   102.09        13         12      cauc  yes   midwest      yes
## 11381   356.13        12         12      cauc  yes   midwest       no
## 11382   723.71        13          8      cauc  yes   midwest       no
## 11383   808.10        12         11      cauc   no   midwest       no
## 11384   546.06        13         20      cauc  yes   midwest       no
## 11385   439.22        12         21      cauc  yes   midwest       no
## 11386   356.13        13         25      cauc   no   midwest       no
## 11387   440.92        12         12      cauc   no   midwest       no
## 11388   158.52        13          1      cauc   no   midwest       no
## 11389   360.08        16          5      cauc   no   midwest       no
## 11390   341.48        16          2      cauc   no   midwest       no
## 11391   325.43        12         17      cauc   no   midwest       no
## 11392   307.75        12          8      cauc  yes   midwest       no
## 11393   427.35        10         12      cauc  yes   midwest       no
## 11394   243.33        12         11      cauc  yes   midwest       no
## 11395  1575.64        12         23      cauc  yes   midwest       no
## 11396   289.36        12         46      cauc  yes   midwest      yes
## 11397   411.52        12         11      cauc  yes   midwest       no
## 11398   237.42        12          5      cauc  yes   midwest       no
## 11399   605.41        13          5      cauc   no   midwest       no
## 11400   798.69        12         13      cauc   no   midwest       no
## 11401   707.50        10         27      cauc   no   midwest       no
## 11402   751.31        12         25      cauc  yes   midwest       no
## 11403   830.39        12         15      cauc   no   midwest       no
## 11404    83.51        14         -1      cauc   no   midwest      yes
## 11405   712.25        13         17      cauc   no   midwest       no
## 11406   546.06        12         12      cauc  yes   midwest       no
## 11407   451.09        13         15      cauc   no   midwest       no
## 11408   357.37        14          0      cauc   no   midwest       no
## 11409   356.13        13          4      cauc   no   midwest       no
## 11410   264.08        12         11      cauc   no   midwest       no
## 11411   356.13        12         10      cauc  yes   midwest       no
## 11412   854.70        10         39      cauc  yes   midwest       no
## 11413   230.86        18          3      cauc   no   midwest      yes
## 11414   141.09        12         12      cauc   no   midwest       no
## 11415  2374.15        18         15      cauc  yes   midwest       no
## 11416   902.18        16         30      cauc   no   midwest       no
## 11417   151.70        13         43      cauc  yes   midwest       no
## 11418    82.72         9         50      cauc  yes   midwest      yes
## 11419    86.42        10          2      cauc  yes   midwest       no
## 11420   769.37        14         15      cauc   no   midwest       no
## 11421   664.77        12         29      cauc   no   midwest       no
## 11422  1016.81        16         29      cauc   no   midwest       no
## 11423   688.51        14         12      cauc  yes   midwest       no
## 11424   592.59        16          1      cauc  yes   midwest       no
## 11425   712.25        12         31      cauc  yes   midwest       no
## 11426   928.30        17         11      cauc  yes   midwest       no
## 11427   617.28        16         23      cauc  yes   midwest       no
## 11428   617.28        18         36      cauc  yes   midwest       no
## 11429  2374.15        14         19      cauc   no   midwest       no
## 11430   405.18        12         21      cauc   no   midwest       no
## 11431   546.06        12          5      cauc   no   midwest       no
## 11432   530.72        12         22      cauc   no   midwest       no
## 11433   187.92        12          8      cauc   no   midwest       no
## 11434   187.87        12         15      cauc  yes   midwest       no
## 11435   664.77        16         10      cauc  yes   midwest       no
## 11436   712.25        11         15      cauc   no   midwest       no
## 11437  1266.22        12         42      cauc  yes   midwest       no
## 11438   370.37        16         12      cauc  yes   midwest       no
## 11439   436.37        18         32      cauc   no   midwest       no
## 11440   127.78        12          7      cauc   no   midwest      yes
## 11441    94.22        15          0      cauc   no   midwest      yes
## 11442   377.49        12          4      cauc   no   midwest       no
## 11443   335.00        12         36      cauc   no   midwest       no
## 11444   320.51        12         13      cauc   no   midwest       no
## 11445   675.63        12         15      cauc   no   midwest       no
## 11446   807.22        12         14      cauc   no   midwest       no
## 11447   807.22        14         28      cauc   no   midwest       no
## 11448   168.82        14          2      cauc   no   midwest       no
## 11449   514.40        14          0      cauc   no   midwest       no
## 11450   664.77        16          9      cauc  yes   midwest       no
## 11451   474.83        15         31      cauc  yes   midwest       no
## 11452   807.22        16          4      cauc  yes   midwest       no
## 11453   231.48        12          5      cauc  yes   midwest       no
## 11454   456.79        14          0      cauc  yes   midwest       no
## 11455   641.03        16          5      cauc  yes   midwest       no
## 11456    52.15        16          1      cauc   no   midwest      yes
## 11457   685.87        10         36      cauc  yes   midwest       no
## 11458   662.39        14         22      cauc  yes   midwest       no
## 11459   284.90        12          4      cauc  yes   midwest       no
## 11460   474.83        16          4      cauc  yes   midwest       no
## 11461   332.06        12         26      afam  yes   midwest       no
## 11462   391.74        16          3      cauc   no   midwest       no
## 11463   308.64        12         42      cauc   no   midwest       no
## 11464   284.90        11         10      cauc   no   midwest       no
## 11465   451.09        12          5      cauc   no   midwest       no
## 11466   323.48         7         16      cauc   no   midwest       no
## 11467   508.71        12         22      cauc  yes   midwest       no
## 11468   536.28        12         43      cauc  yes   midwest       no
## 11469   536.39        10         42      cauc  yes   midwest       no
## 11470  1163.34        12         29      cauc  yes   midwest       no
## 11471   102.88        16         -1      cauc  yes   midwest      yes
## 11472    72.02        13         -1      cauc  yes   midwest      yes
## 11473   474.83        16          5      cauc  yes   midwest       no
## 11474   115.74        11         40      cauc  yes   midwest       no
## 11475   356.32        18         33      cauc  yes   midwest       no
## 11476   783.48        12         19      cauc  yes   midwest       no
## 11477   104.46        16          1      cauc  yes   midwest      yes
## 11478   328.89        18          1      cauc  yes   midwest       no
## 11479   358.02        16         -1      cauc  yes   midwest       no
## 11480   427.35        16         10      cauc  yes   midwest       no
## 11481   525.14        12         11      cauc   no   midwest       no
## 11482   397.67        13         13      cauc   no   midwest       no
## 11483   489.81        12         26      cauc   no   midwest       no
## 11484   591.79        12         25      cauc  yes   midwest       no
## 11485   496.20        16          2      cauc  yes   midwest       no
## 11486   313.27         8         47      cauc  yes   midwest       no
## 11487   607.43        12         12      cauc  yes   midwest       no
## 11488   652.90        12         10      cauc  yes   midwest       no
## 11489   423.55        12         19      cauc   no   midwest       no
## 11490   702.75        12         21      cauc   no   midwest       no
## 11491   451.67        12         12      cauc  yes   midwest       no
## 11492   403.61         5         43      cauc  yes   midwest       no
## 11493   807.22        12         20      cauc  yes   midwest       no
## 11494   370.37         0         56      cauc  yes   midwest       no
## 11495  1234.57        16         14      cauc  yes   midwest       no
## 11496   705.13        16         18      cauc  yes   midwest       no
## 11497   379.87        12         45      cauc  yes   midwest       no
## 11498   474.83        15          6      cauc  yes   midwest      yes
## 11499   593.54        15         17      cauc  yes   midwest       no
## 11500   546.06         8         40      cauc  yes   midwest       no
## 11501   296.77        12         18      cauc  yes   midwest       no
## 11502   593.54        12          5      cauc  yes   midwest       no
## 11503    94.97        12         52      cauc  yes   midwest      yes
## 11504  1305.79        13         20      cauc  yes   midwest       no
## 11505    90.53         9         49      cauc  yes   midwest      yes
## 11506   344.25        12          0      cauc  yes   midwest       no
## 11507   344.25        12          3      cauc  yes   midwest       no
## 11508  1068.38        17         31      cauc  yes   midwest       no
## 11509   728.40        12         20      cauc  yes   midwest       no
## 11510   718.52        16          6      cauc  yes   midwest       no
## 11511   280.15        16          4      cauc  yes   midwest       no
## 11512   942.17        12         19      cauc  yes   midwest       no
## 11513   356.13        14         12      cauc  yes   midwest       no
## 11514  1291.99        12         24      cauc  yes   midwest       no
## 11515   316.64         9         45      cauc  yes   midwest       no
## 11516   586.42        12         12      cauc  yes   midwest       no
## 11517   493.83        13          9      cauc  yes   midwest       no
## 11518   902.18        15         17      cauc  yes   midwest       no
## 11519   838.48        17          8      cauc  yes   midwest       no
## 11520   973.41        14         13      cauc  yes   midwest       no
## 11521   284.90        12         38      cauc  yes   midwest       no
## 11522    64.10        12          1      cauc  yes   midwest      yes
## 11523   123.46        12          0      cauc  yes   midwest      yes
## 11524   997.15        14         29      cauc  yes   midwest       no
## 11525   641.03        13         24      cauc  yes   midwest       no
## 11526   185.19        12         15      cauc  yes   midwest       no
## 11527   701.46        12         24      cauc  yes   midwest       no
## 11528   274.57        14          3      cauc  yes   midwest      yes
## 11529   389.36        16          2      cauc  yes   midwest       no
## 11530   947.58        18          2      cauc  yes   midwest       no
## 11531   865.03        12         36      cauc  yes   midwest       no
## 11532   370.37        12          5      cauc  yes   midwest       no
## 11533   709.88        12         16      cauc  yes   midwest       no
## 11534   949.67        13         30      cauc  yes   midwest       no
## 11535   503.49        12         43      cauc  yes   midwest       no
## 11536   365.84        16          7      cauc  yes   midwest       no
## 11537   474.83        16         22      cauc  yes   midwest       no
## 11538   474.83        16         11      cauc  yes   midwest       no
## 11539   686.27        17          5      cauc  yes   midwest       no
## 11540   356.13        14          8      cauc  yes   midwest       no
## 11541   491.45        16          2      cauc  yes   midwest       no
## 11542   617.28        14         12      cauc  yes   midwest       no
## 11543   401.23         9         48      cauc  yes   midwest      yes
## 11544   949.67        12         41      cauc  yes   midwest       no
## 11545   823.77        16         11      afam  yes   midwest       no
## 11546   973.41        12          8      cauc  yes   midwest       no
## 11547   830.96        10         28      cauc  yes   midwest       no
## 11548   296.30        11         19      afam  yes   midwest       no
## 11549   395.69        13          9      afam  yes   midwest       no
## 11550   320.99        13         -1      cauc  yes   midwest      yes
## 11551  1019.21        16         18      cauc  yes   midwest       no
## 11552   503.32        18          3      cauc  yes   midwest       no
## 11553   424.38        14         40      cauc  yes   midwest      yes
## 11554   641.03        13          2      cauc  yes   midwest       no
## 11555  1187.08        17         11      cauc  yes   midwest       no
## 11556  1742.92        12         19      cauc  yes   midwest       no
## 11557   546.06         8         40      cauc  yes   midwest       no
## 11558   350.43        12         10      cauc  yes   midwest       no
## 11559  1543.21        15         18      cauc  yes   midwest       no
## 11560   840.46        12         20      afam  yes   midwest       no
## 11561   807.22        18         34      cauc  yes   midwest       no
## 11562   395.06        12         10      cauc  yes   midwest       no
## 11563   997.15        18         16      cauc  yes   midwest       no
## 11564   296.77        14          7      cauc  yes   midwest       no
## 11565   641.03        12         33      cauc  yes   midwest       no
## 11566   546.06        13          5      cauc  yes   midwest       no
## 11567   435.73         8         33      cauc  yes   midwest       no
## 11568   783.48        13         40      cauc  yes   midwest       no
## 11569   427.35        15         14      cauc  yes   midwest       no
## 11570   339.51        12         24      afam  yes   midwest      yes
## 11571   320.51        12         10      cauc  yes   midwest       no
## 11572   712.25        12         26      cauc  yes   midwest       no
## 11573   222.22        14         -1      cauc  yes   midwest       no
## 11574   841.75        12         14      cauc  yes   midwest       no
## 11575    71.23        16          1      cauc  yes   midwest      yes
## 11576   283.95        16          0      cauc  yes   midwest       no
## 11577   709.88        15         26      cauc  yes   midwest       no
## 11578   641.03        12          3      cauc  yes   midwest       no
## 11579   427.35        16          0      cauc  yes   midwest       no
## 11580  1424.50        17         10      cauc  yes   midwest       no
## 11581   902.18        17          8      cauc  yes   midwest       no
## 11582   768.18        12         11      cauc  yes   midwest       no
## 11583   759.73        16          8      cauc  yes   midwest       no
## 11584   474.83        13         14      cauc  yes   midwest       no
## 11585   546.06        12         14      cauc  yes   midwest       no
## 11586   522.32        12         14      cauc  yes   midwest       no
## 11587   383.44         9         15      cauc  yes   midwest       no
## 11588   227.92        12         19      cauc  yes   midwest       no
## 11589   600.07        12          9      cauc  yes   midwest       no
## 11590   997.15        17         14      cauc  yes   midwest       no
## 11591   233.20        12         22      cauc  yes   midwest      yes
## 11592   474.83        13          5      cauc  yes   midwest       no
## 11593   543.21        10         53      cauc  yes   midwest       no
## 11594   522.32        12         25      cauc  yes   midwest       no
## 11595  1160.97        17         16      cauc  yes   midwest       no
## 11596   975.78        16          4      cauc  yes   midwest       no
## 11597  1068.38        12         29      cauc  yes   midwest       no
## 11598   166.19        14          4      cauc  yes   midwest       no
## 11599   128.60        12          5      cauc  yes   midwest       no
## 11600   949.67        12         14      cauc  yes   midwest       no
## 11601   474.83        13          9      cauc  yes   midwest       no
## 11602   595.92        11         32      afam  yes   midwest       no
## 11603   617.28        16         14      cauc  yes   midwest       no
## 11604   284.90        16          9      cauc  yes   midwest       no
## 11605   308.64        12         11      afam  yes   midwest       no
## 11606   949.67        18         10      cauc  yes   midwest       no
## 11607   197.06        12          3      cauc  yes   midwest      yes
## 11608    82.30         9          3      cauc  yes   midwest      yes
## 11609    77.16        12          5      cauc  yes   midwest       no
## 11610  1234.57        18         18      cauc  yes   midwest       no
## 11611   676.64        12         16      cauc  yes   midwest       no
## 11612   735.99        13         27      cauc  yes   midwest       no
## 11613   474.83        12          4      cauc  yes   midwest       no
## 11614   695.37        12         41      cauc  yes   midwest       no
## 11615   480.11        16          1      cauc  yes   midwest       no
## 11616  1661.92        18         15      cauc  yes   midwest       no
## 11617   902.18        13         39      cauc  yes   midwest       no
## 11618   949.67        16          6      cauc  yes   midwest       no
## 11619   420.28        16          3      cauc  yes   midwest       no
## 11620   593.54        12         26      afam  yes   midwest       no
## 11621    77.16        14          3      afam  yes   midwest      yes
## 11622   712.25        16          5      cauc  yes   midwest       no
## 11623   137.17        14          5      cauc  yes   midwest      yes
## 11624   427.35        12          3      cauc  yes   midwest      yes
## 11625    86.42        12          0      afam  yes   midwest      yes
## 11626   189.93        12         10      cauc  yes   midwest      yes
## 11627   638.84        12         13      cauc  yes   midwest       no
## 11628   474.83        12          9      cauc  yes   midwest       no
## 11629   474.83        12         12      cauc  yes   midwest       no
## 11630   745.49        16          8      cauc  yes   midwest       no
## 11631   712.25        11         28      cauc  yes   midwest       no
## 11632   712.25        14         27      cauc  yes   midwest       no
## 11633   237.42        16         13      cauc  yes   midwest       no
## 11634   299.82        14          6      cauc  yes   midwest       no
## 11635   308.64         9          8      cauc  yes   midwest       no
## 11636   405.13        17         10      cauc  yes   midwest       no
## 11637   954.42        12         23      cauc  yes   midwest       no
## 11638   522.32        16         10      cauc  yes   midwest       no
## 11639   243.83        10         22      afam  yes   midwest       no
## 11640   740.74        16          7      cauc  yes   midwest       no
## 11641   370.37        12         43      cauc  yes   midwest       no
## 11642   676.64        12          7      cauc  yes   midwest       no
## 11643   498.58        12          7      cauc  yes   midwest       no
## 11644  1014.79        12         12      cauc  yes   midwest       no
## 11645   652.90        12         17      cauc  yes   midwest       no
## 11646   997.15        12         17      cauc  yes   midwest       no
## 11647   557.93        16         12      cauc  yes   midwest       no
## 11648   898.39        16          4      cauc  yes   midwest       no
## 11649   783.48        16         10      cauc  yes   midwest       no
## 11650   142.45         4         54      afam  yes   midwest       no
## 11651   695.16        14          8      cauc  yes   midwest       no
## 11652  1329.53        16          8      cauc  yes   midwest       no
## 11653   745.49        16         18      cauc  yes   midwest       no
## 11654   352.73        12         13      cauc  yes   midwest       no
## 11655  1258.31        12         38      cauc  yes   midwest       no
## 11656   830.96        12         33      cauc  yes   midwest       no
## 11657   648.15        16          4      cauc  yes   midwest       no
## 11658   593.54        14         29      cauc  yes   midwest       no
## 11659    84.88        12          2      afam  yes   midwest       no
## 11660   170.78        12          0      afam  yes   midwest       no
## 11661   666.67        12         14      afam  yes   midwest       no
## 11662    82.30        12          4      afam  yes   midwest      yes
## 11663   332.38        10          9      cauc  yes   midwest       no
## 11664  1020.89        12         25      cauc  yes   midwest       no
## 11665  1329.53        18         32      cauc  yes   midwest       no
## 11666   150.56         7         54      cauc  yes   midwest       no
## 11667   759.73        16         34      cauc  yes   midwest       no
## 11668    95.68        16          0      cauc  yes   midwest      yes
## 11669  1080.25        18          3      cauc  yes   midwest       no
## 11670   427.35        12          0      cauc  yes   midwest       no
## 11671   474.83        16         17      cauc  yes   midwest       no
## 11672   882.53        18         21      cauc  yes   midwest       no
## 11673   193.73        12          2      cauc  yes   midwest       no
## 11674  1305.79        16         22      cauc  yes   midwest       no
## 11675   712.25        12         20      cauc  yes   midwest       no
## 11676   451.09        14          7      afam  yes   midwest       no
## 11677   379.87        11         29      afam  yes   midwest      yes
## 11678   297.79        16         32      cauc  yes   midwest       no
## 11679   571.18        16          9      afam  yes   midwest       no
## 11680    68.85        13          0      cauc  yes   midwest      yes
## 11681   354.61        12         17      cauc  yes   midwest       no
## 11682   365.62        12         14      cauc  yes   midwest       no
## 11683   617.28        18          8      cauc  yes   midwest       no
## 11684   830.96         8         40      cauc  yes   midwest       no
## 11685   546.06        12         25      cauc  yes   midwest       no
## 11686   712.25        12         35      afam  yes   midwest       no
## 11687    64.81        11          1      afam  yes   midwest      yes
## 11688   166.19         9         30      afam  yes   midwest       no
## 11689   830.96        12         17      cauc  yes   midwest       no
## 11690   237.42        14          4      cauc  yes   midwest       no
## 11691   641.03        12         27      cauc  yes   midwest       no
## 11692   569.80        12         29      cauc  yes   midwest       no
## 11693   569.80        14         32      cauc  yes   midwest       no
## 11694   778.66        12         22      cauc  yes   midwest      yes
## 11695   488.13        17         20      cauc  yes   midwest       no
## 11696   593.54        12         27      cauc  yes   midwest       no
## 11697  1068.38        12         36      cauc  yes   midwest       no
## 11698   432.10        12          5      cauc  yes   midwest       no
## 11699   807.22        12         28      cauc  yes   midwest       no
## 11700   490.53        12          7      cauc  yes   midwest       no
## 11701   237.42        12          5      cauc  yes   midwest       no
## 11702   878.44        12         12      cauc  yes   midwest       no
## 11703  1092.32        12         17      cauc  yes   midwest       no
## 11704   427.35        12          9      cauc  yes   midwest       no
## 11705   402.99        13          7      cauc  yes   midwest       no
## 11706   593.54        12         15      afam  yes   midwest       no
## 11707   427.35        13          5      cauc  yes   midwest       no
## 11708   345.68        11         13      cauc  yes   midwest       no
## 11709   617.28        14          7      cauc  yes   midwest       no
## 11710   529.44        13         22      cauc   no   midwest       no
## 11711   712.25        18         23      cauc   no   midwest       no
## 11712   569.80        12         13      cauc   no   midwest       no
## 11713   474.83        12         34      cauc   no   midwest       no
## 11714   589.23        15         16      cauc   no   midwest       no
## 11715   427.35        18          4      cauc   no   midwest       no
## 11716  2020.20        14         25      cauc   no   midwest       no
## 11717   200.00        12          5      cauc   no   midwest       no
## 11718   569.80         9         17      cauc   no   midwest       no
## 11719   949.67        12         20      cauc  yes   midwest       no
## 11720   253.92        10         19      cauc   no   midwest       no
## 11721   296.77        16          8      cauc   no   midwest       no
## 11722   555.56         8         49      cauc   no   midwest       no
## 11723  2374.15        18         32      cauc   no   midwest       no
## 11724   474.83        12         14      cauc   no   midwest       no
## 11725   522.32        18         16      cauc   no   midwest       no
## 11726   688.51        12         36      cauc   no   midwest       no
## 11727   178.06        12          2      cauc   no   midwest       no
## 11728   727.51        12          7      cauc   no   midwest       no
## 11729   401.95        10          9      cauc   no   midwest       no
## 11730   403.61        12         15      cauc   no   midwest       no
## 11731   759.73        12         27      cauc   no   midwest       no
## 11732   820.16        12         19      cauc   no   midwest       no
## 11733  1032.76        12         24      cauc   no   midwest       no
## 11734   257.03        14          1      cauc   no   midwest       no
## 11735   830.96        12         23      cauc   no   midwest       no
## 11736   145.24        16          1      cauc   no   midwest       no
## 11737   109.74        16          0      cauc  yes   midwest       no
## 11738   185.37        16          1      cauc  yes   midwest      yes
## 11739   129.84        13          2      cauc  yes   midwest      yes
## 11740   493.83        14          0      cauc  yes   midwest       no
## 11741    96.02        16          2      cauc  yes   midwest      yes
## 11742   246.91         7         36      cauc   no   midwest       no
## 11743   553.77        12         17      cauc   no   midwest       no
## 11744   332.38        12          9      cauc   no   midwest       no
## 11745   165.43        12          9      cauc  yes   midwest       no
## 11746    82.72        10          2      cauc  yes   midwest      yes
## 11747   451.57        16         12      cauc  yes   midwest       no
## 11748   498.58        13         15      cauc  yes   midwest       no
## 11749   277.87        11         45      cauc  yes   midwest       no
## 11750   211.51        12          2      cauc  yes   midwest       no
## 11751   973.41        13         29      cauc   no   midwest       no
## 11752   102.97        12          0      cauc   no   midwest       no
## 11753   322.22        12         15      cauc  yes   midwest       no
## 11754  2374.15        18         10      cauc   no   midwest       no
## 11755   356.13        12          9      cauc   no   midwest       no
## 11756   427.35        12         42      cauc   no   midwest       no
## 11757   382.24        14          9      cauc   no   midwest       no
## 11758   441.90        12         22      cauc   no   midwest       no
## 11759   474.83        11         20      cauc   no   midwest       no
## 11760   735.99        18         10      cauc   no   midwest       no
## 11761   252.53        18         45      cauc   no   midwest      yes
## 11762  1888.16        18         39      cauc  yes   midwest       no
## 11763  1219.63        13         42      cauc  yes   midwest       no
## 11764   249.29        12         13      cauc   no   midwest       no
## 11765   208.93        12         21      cauc   no   midwest       no
## 11766   130.19         9         48      cauc   no   midwest      yes
## 11767   807.22        13         37      cauc  yes   midwest       no
## 11768  1219.51        16         17      cauc  yes   midwest       no
## 11769   382.24        18         12      cauc  yes   midwest      yes
## 11770   279.65        16          0      cauc  yes   midwest      yes
## 11771   759.73        12         29      cauc   no   midwest       no
## 11772   161.59        15         -1      cauc   no   midwest       no
## 11773   462.96        15          5      cauc  yes   midwest       no
## 11774   230.20        12          7      cauc  yes   midwest       no
## 11775   949.67        15          6      cauc   no   midwest       no
## 11776  1402.92        12         24      cauc   no   midwest       no
## 11777   623.84         8         45      cauc   no   midwest       no
## 11778   358.50        11         11      cauc   no   midwest       no
## 11779   783.48        12         22      cauc   no   midwest       no
## 11780   546.06        12         21      cauc  yes   midwest       no
## 11781   308.64        12          1      cauc  yes   midwest       no
## 11782   427.35        15         11      cauc  yes   midwest       no
## 11783   474.83        12         17      cauc  yes   midwest       no
## 11784   261.89        10         16      afam   no   midwest       no
## 11785   296.30        12         43      cauc   no   midwest       no
## 11786   271.60        18          3      cauc   no   midwest       no
## 11787   237.42        14          7      cauc   no   midwest       no
## 11788   379.87        12          7      cauc   no   midwest       no
## 11789   284.90        12         27      cauc   no   midwest       no
## 11790  1424.50        12         18      cauc   no   midwest       no
## 11791   237.42        12          4      cauc   no   midwest       no
## 11792   332.38         8         43      cauc   no   midwest       no
## 11793    68.59        12          0      cauc   no   midwest      yes
## 11794   222.22        12          4      cauc   no   midwest       no
## 11795   197.53        12          1      cauc   no   midwest       no
## 11796   288.07        16         11      cauc   no   midwest       no
## 11797   356.13        12         28      cauc   no   midwest       no
## 11798   594.37        12         28      cauc   no   midwest       no
## 11799   949.67        16         31      cauc  yes   midwest       no
## 11800   102.88        15          1      cauc  yes   midwest       no
## 11801  2074.07        18          8      cauc  yes   midwest       no
## 11802   569.80        18         23      cauc  yes   midwest       no
## 11803   142.39        12         37      cauc  yes   midwest      yes
## 11804   207.98        16          0      cauc  yes   midwest      yes
## 11805    73.33        14         -1      cauc  yes   midwest      yes
## 11806   323.34        11         30      cauc   no   midwest       no
## 11807   510.45        12         13      cauc   no   midwest       no
## 11808   593.54        18          1      cauc   no   midwest       no
## 11809   571.29        12          9      cauc   no   midwest       no
## 11810   664.77        12         17      cauc   no   midwest       no
## 11811   303.89        12          4      cauc   no   midwest       no
## 11812   474.83        13         15      cauc   no   midwest       no
## 11813   381.77        12         22      cauc   no   midwest       no
## 11814   308.64        11          2      cauc   no   midwest       no
## 11815   288.07        15          2      cauc   no   midwest       no
## 11816   783.48        13         37      cauc   no   midwest       no
## 11817   189.93        14          3      cauc   no   midwest       no
## 11818   237.42        12          0      cauc   no   midwest       no
## 11819   356.13        13         13      cauc  yes   midwest       no
## 11820   245.37        18          2      cauc  yes   midwest      yes
## 11821   575.98        16         41      cauc  yes   midwest       no
## 11822   514.43        16         18      cauc  yes   midwest       no
## 11823   498.58        12         15      cauc  yes   midwest       no
## 11824   242.17        16         13      cauc  yes   midwest      yes
## 11825   231.48        18         11      cauc  yes   midwest      yes
## 11826   365.62        13          6      cauc  yes   midwest       no
## 11827   172.84        16          5      cauc  yes   midwest       no
## 11828   246.91        15         11      cauc  yes   midwest       no
## 11829   332.38        18         25      cauc   no   midwest       no
## 11830   308.64        12         13      cauc   no   midwest       no
## 11831   141.98        12         31      cauc   no   midwest      yes
## 11832   166.19        11         10      cauc   no   midwest       no
## 11833   370.37        12          5      cauc   no   midwest       no
## 11834    94.97         8         50      cauc   no   midwest       no
## 11835   205.76        12         18      cauc   no   midwest      yes
## 11836   261.16        13         17      cauc   no   midwest       no
## 11837   593.54        12         17      cauc   no   midwest       no
## 11838   664.77        12         14      cauc   no   midwest       no
## 11839   237.42        12         29      cauc   no   midwest       no
## 11840   874.49        12         15      cauc   no   midwest       no
## 11841   474.83         9         12      cauc   no   midwest       no
## 11842   344.53        12         45      cauc   no   midwest       no
## 11843   308.64        18          2      cauc   no   midwest       no
## 11844   451.09        10         26      cauc   no   midwest       no
## 11845   424.93        18         11      cauc   no   midwest       no
## 11846   693.68        12         15      cauc   no   midwest       no
## 11847   226.34        12          8      cauc   no   midwest       no
## 11848   340.18        12          6      cauc   no   midwest       no
## 11849   332.38        11         30      cauc   no   midwest       no
## 11850   332.38        12         18      cauc   no   midwest       no
## 11851   550.81        16         18      cauc   no   midwest       no
## 11852   581.67        12         28      cauc  yes   midwest       no
## 11853    61.53         9          9      cauc  yes   midwest       no
## 11854   712.25        12         32      cauc  yes   midwest       no
## 11855   740.74        12         13      cauc   no   midwest       no
## 11856   377.49        13          9      cauc   no   midwest       no
## 11857   237.42        12         22      cauc   no   midwest       no
## 11858   878.44        11         34      cauc   no   midwest       no
## 11859   629.15        18         28      cauc   no   midwest       no
## 11860   213.99        13         11      cauc   no   midwest      yes
## 11861   166.19        12          4      cauc   no   midwest       no
## 11862   189.93        12         13      cauc   no   midwest       no
## 11863   873.31        12         41      cauc   no   midwest       no
## 11864   712.25        12         37      cauc  yes   midwest       no
## 11865   807.22        13         27      cauc  yes   midwest       no
## 11866   752.18        12         25      cauc  yes   midwest       no
## 11867   539.79        16         11      cauc  yes   midwest       no
## 11868   100.22        12          1      cauc  yes   midwest       no
## 11869   987.65        18          9      cauc  yes   midwest       no
## 11870   984.62        18         23      cauc  yes   midwest       no
## 11871   798.84        12         50      cauc  yes   midwest       no
## 11872   735.99        18          9      cauc  yes   midwest       no
## 11873   506.17        17          6      cauc  yes   midwest       no
## 11874   332.38        11         15      cauc  yes   midwest       no
## 11875   189.93        12         10      cauc  yes   midwest       no
## 11876   534.19        12          8      cauc   no   midwest       no
## 11877   332.38        12         12      cauc   no   midwest       no
## 11878   617.28        13         17      cauc   no   midwest       no
## 11879  1714.68        14         12      cauc   no   midwest       no
## 11880   557.93        12          5      cauc   no   midwest       no
## 11881   581.67        12         15      cauc   no   midwest       no
## 11882  1305.79        18         23      cauc   no   midwest       no
## 11883   485.59        18          7      cauc  yes   midwest       no
## 11884   405.64        12         21      cauc  yes   midwest       no
## 11885   498.58        13          6      cauc  yes   midwest       no
## 11886   617.28        14          3      cauc  yes   midwest       no
## 11887   284.90        12         21      cauc   no   midwest       no
## 11888   261.16        12         13      cauc   no   midwest       no
## 11889   625.93         9         20      cauc   no   midwest       no
## 11890   166.19        11         11      cauc   no   midwest      yes
## 11891   411.52        12         17      cauc   no   midwest       no
## 11892  1086.18        16         10      cauc  yes   midwest       no
## 11893   385.80        16          7      afam   no   midwest       no
## 11894   617.28        17         16      cauc  yes   midwest       no
## 11895   617.28        14         21      afam   no   midwest       no
## 11896   130.58        16          0      afam   no   midwest      yes
## 11897   902.18        16         23      cauc   no   midwest       no
## 11898   118.71        13          5      cauc   no   midwest       no
## 11899   166.19        15          3      cauc   no   midwest       no
## 11900   113.96        11          1      cauc   no   midwest       no
## 11901   949.67        18         26      cauc  yes   midwest       no
## 11902   411.52        18          6      cauc  yes   midwest      yes
## 11903   902.18        18         36      cauc  yes   midwest       no
## 11904   761.32        15          1      cauc  yes   midwest       no
## 11905   569.80        12         22      cauc  yes   midwest       no
## 11906   164.61        16          0      cauc  yes   midwest       no
## 11907   474.83        13          9      cauc   no   midwest       no
## 11908   546.06        12         35      cauc   no   midwest       no
## 11909   123.46        11         14      cauc   no   midwest      yes
## 11910   546.06        12         19      cauc   no   midwest       no
## 11911   493.83        12         14      cauc   no   midwest       no
## 11912   830.96        16          6      cauc   no   midwest       no
## 11913   830.96        18         26      cauc   no   midwest       no
## 11914   296.77        10         25      cauc   no   midwest       no
## 11915    71.23        14          4      cauc   no   midwest      yes
## 11916   555.56        13         18      afam   no   midwest       no
## 11917   497.39        16          6      cauc   no   midwest       no
## 11918   144.03        12         17      cauc   no   midwest       no
## 11919   474.83        14         16      cauc   no   midwest       no
## 11920   357.31        14         21      cauc   no   midwest       no
## 11921    71.57        13         -1      cauc   no   midwest      yes
## 11922   878.44        12         36      cauc   no   midwest       no
## 11923   491.45        14         13      cauc   no   midwest       no
## 11924   396.79        12         22      cauc   no   midwest       no
## 11925   498.58        12          8      cauc   no   midwest       no
## 11926   735.99        14         19      cauc   no   midwest       no
## 11927   671.89        17         18      cauc   no   midwest       no
## 11928   138.89        15         -1      cauc   no   midwest       no
## 11929   736.49        12         13      cauc   no   midwest       no
## 11930   992.06        14          7      cauc  yes   midwest       no
## 11931   257.41        17          7      cauc  yes   midwest      yes
## 11932   522.32        14         12      cauc   no   midwest       no
## 11933   712.25        14         22      cauc  yes   midwest       no
## 11934   159.47        15         -1      cauc  yes   midwest      yes
## 11935    61.73        12         20      afam  yes   midwest      yes
## 11936   593.54        12         17      cauc   no   midwest       no
## 11937   237.42        12          8      cauc   no   midwest       no
## 11938  2374.15        14         34      cauc  yes   midwest       no
## 11939   284.90        12          7      cauc  yes   midwest       no
## 11940    82.30        14         -1      cauc  yes   midwest       no
## 11941   589.41        12         31      cauc  yes   midwest       no
## 11942   688.51        18          9      cauc  yes   midwest       no
## 11943   780.89        12         40      cauc  yes   midwest       no
## 11944   498.77        14         17      cauc  yes   midwest       no
## 11945   712.25        12         16      cauc  yes   midwest       no
## 11946  1187.08        13         28      cauc   no   midwest       no
## 11947   712.25        13         21      cauc   no   midwest       no
## 11948   588.79        14         14      cauc   no   midwest       no
## 11949   474.83        12         13      cauc   no   midwest       no
## 11950   580.40        16          5      cauc   no   midwest       no
## 11951   315.50        16          0      cauc   no   midwest       no
## 11952   128.81         8         50      cauc   no   midwest       no
## 11953   830.96        15         15      cauc   no   midwest       no
## 11954   665.95        18         34      cauc   no   midwest       no
## 11955   546.06        13         13      cauc   no   midwest       no
## 11956   668.85        10         48      cauc   no   midwest      yes
## 11957  1229.82        16         13      cauc  yes   midwest       no
## 11958   735.99        16         10      cauc  yes   midwest       no
## 11959   227.67        13          0      cauc  yes   midwest       no
## 11960   280.66        12          0      cauc  yes   midwest       no
## 11961   379.87        18          8      cauc   no   midwest       no
## 11962   469.21        12         33      cauc   no   midwest       no
## 11963   432.85        12         16      cauc   no   midwest       no
## 11964   700.38        12         20      cauc   no   midwest       no
## 11965   481.29        12         18      cauc  yes   midwest       no
## 11966   593.54        14         16      cauc   no   midwest       no
## 11967   854.70        17         32      cauc   no   midwest       no
## 11968   593.54        17         23      cauc   no   midwest       no
## 11969   239.51         8         26      cauc   no   midwest       no
## 11970   246.91         8         35      cauc   no   midwest       no
## 11971   228.13        14          6      cauc   no   midwest       no
## 11972    77.16        12         28      cauc   no   midwest       no
## 11973   664.77        18         13      cauc   no   midwest       no
## 11974   622.03        12          9      cauc   no   midwest       no
## 11975   308.64         8         38      cauc  yes   midwest       no
## 11976   734.86        14         24      cauc  yes   midwest       no
## 11977   569.80        12         29      cauc  yes   midwest       no
## 11978   619.18        13         35      cauc  yes   midwest       no
## 11979   759.73        17          7      cauc  yes   midwest       no
## 11980   279.84        12          8      cauc  yes   midwest       no
## 11981   302.47        12          6      cauc  yes   midwest       no
## 11982   329.30        13         33      cauc   no   midwest       no
## 11983   456.27        16         11      cauc   no   midwest       no
## 11984   632.72        13         10      cauc   no   midwest       no
## 11985   295.20        12          7      cauc   no   midwest       no
## 11986    61.73        17         -1      cauc   no   midwest      yes
## 11987   308.64        16          8      cauc   no   midwest       no
## 11988   652.90        16         25      cauc  yes   midwest       no
## 11989   372.74        14          3      cauc  yes   midwest       no
## 11990  2374.15        18         19      cauc  yes   midwest       no
## 11991    94.41        12          1      cauc  yes   midwest       no
## 11992  1000.71        18         19      cauc  yes   midwest       no
## 11993   712.25        13         16      cauc  yes   midwest       no
## 11994   830.96        16         16      cauc  yes   midwest       no
## 11995    92.59        15          5      cauc  yes   midwest      yes
## 11996   439.22        17          3      cauc   no   midwest       no
## 11997   569.80        12         10      cauc   no   midwest       no
## 11998   349.00        14          1      cauc  yes   midwest       no
## 11999   518.52        12          8      cauc   no   midwest       no
## 12000   370.37        12         10      cauc   no   midwest       no
## 12001   712.25        14         15      cauc   no   midwest       no
## 12002   730.86        12         13      cauc   no   midwest       no
## 12003  2374.15        18         11      cauc  yes   midwest       no
## 12004   795.35        12         30      cauc  yes   midwest       no
## 12005   356.13        12         36      cauc  yes   midwest       no
## 12006   451.09        12         13      cauc  yes   midwest       no
## 12007   237.42        12         37      cauc  yes   midwest       no
## 12008   248.10        13          6      cauc  yes   midwest       no
## 12009   712.25        13         20      cauc  yes   midwest       no
## 12010   617.28        12         43      cauc  yes   midwest      yes
## 12011   186.32        12          3      cauc  yes   midwest      yes
## 12012   118.71        12         18      cauc   no   midwest       no
## 12013   189.93        16          4      cauc   no   midwest       no
## 12014   663.13        15         20      cauc   no   midwest       no
## 12015   712.25        11         20      cauc   no   midwest       no
## 12016   237.42        14          2      cauc   no   midwest       no
## 12017   332.38        13         18      cauc   no   midwest       no
## 12018   332.38        17         18      cauc   no   midwest       no
## 12019   379.87        12         38      cauc   no   midwest       no
## 12020   356.13        12         13      cauc   no   midwest       no
## 12021   189.65        16          1      cauc   no   midwest       no
## 12022   641.03        18          5      cauc   no   midwest       no
## 12023   525.35        12         12      cauc   no   midwest       no
## 12024   142.45        12         50      cauc   no   midwest      yes
## 12025   474.83        12         13      cauc   no   midwest       no
## 12026   712.25        16         27      cauc   no   midwest       no
## 12027   130.51        18          3      cauc  yes   midwest      yes
## 12028   287.42        18          1      cauc  yes   midwest      yes
## 12029   296.77        15          6      cauc  yes   midwest       no
## 12030   676.64        12         19      cauc  yes   midwest       no
## 12031   830.96        12         12      cauc  yes   midwest       no
## 12032    90.86        14         14      cauc  yes   midwest      yes
## 12033   997.15        16         18      cauc  yes   midwest       no
## 12034   427.35        12          8      cauc  yes   midwest       no
## 12035   593.54        12         13      cauc  yes   midwest       no
## 12036   356.13        10         28      cauc  yes   midwest       no
## 12037   253.88        12          2      cauc  yes   midwest       no
## 12038   759.73        16         31      cauc   no   midwest       no
## 12039   759.73        18          6      cauc   no   midwest       no
## 12040   688.51         8         40      cauc   no   midwest       no
## 12041   144.03        15          0      cauc   no   midwest       no
## 12042   533.88         8         41      cauc   no   midwest       no
## 12043   987.65         7         41      cauc   no   midwest       no
## 12044   925.93        12         43      cauc   no   midwest       no
## 12045   474.83        10         18      cauc   no   midwest       no
## 12046   174.29        12         10      cauc   no   midwest       no
## 12047   205.76        16          2      cauc  yes   midwest       no
## 12048   246.91        16          3      cauc  yes   midwest       no
## 12049   106.84        16          8      cauc  yes   midwest      yes
## 12050   344.25        12         11      cauc  yes   midwest       no
## 12051   274.35        12          6      cauc  yes   midwest       no
## 12052   629.15        12         11      cauc  yes   midwest       no
## 12053   712.25        18         17      cauc   no   midwest       no
## 12054  1424.50        16         36      cauc   no   midwest       no
## 12055   510.45        12         12      cauc   no   midwest       no
## 12056   432.10        13         26      cauc   no   midwest       no
## 12057   854.70        16         28      cauc  yes   midwest       no
## 12058   569.80        14         14      cauc  yes   midwest       no
## 12059  1258.31        12         31      cauc  yes   midwest       no
## 12060  1068.38        18         26      cauc  yes   midwest       no
## 12061   712.25        16         16      cauc  yes   midwest       no
## 12062    67.90         3         46      cauc   no   midwest      yes
## 12063   712.25        13         15      cauc   no   midwest       no
## 12064   308.64        16          0      cauc  yes   midwest       no
## 12065   427.35        16          3      cauc  yes   midwest       no
## 12066   593.54        12         22      cauc  yes   midwest       no
## 12067  1068.38        18         36      cauc  yes   midwest       no
## 12068   589.43        12         17      cauc  yes   midwest       no
## 12069   807.22        17          9      cauc  yes   midwest       no
## 12070   384.62        14          6      cauc  yes   midwest       no
## 12071   299.15        11         14      afam  yes   midwest       no
## 12072   320.99        16          8      cauc  yes   midwest       no
## 12073   973.41        18         21      cauc  yes   midwest       no
## 12074   823.05        12         15      cauc  yes   midwest       no
## 12075   427.35        12         21      cauc  yes   midwest       no
## 12076   617.28        18         34      cauc   no   midwest       no
## 12077    83.33        15          8      cauc   no   midwest       no
## 12078   185.19        12         50      cauc   no   midwest       no
## 12079   360.08        12          6      cauc   no   midwest       no
## 12080   488.68        12         13      cauc   no   midwest       no
## 12081   569.80        13          7      cauc   no   midwest       no
## 12082   283.40        12         11      cauc   no   midwest       no
## 12083   569.80        17          2      cauc   no   midwest       no
## 12084   474.83        12         26      cauc   no   midwest       no
## 12085   285.23        14         17      cauc   no   midwest       no
## 12086   131.80        12         20      cauc   no   midwest       no
## 12087  1020.89        13         41      cauc   no   midwest       no
## 12088   494.99        16          7      cauc   no   midwest       no
## 12089    82.30        12          0      cauc   no   midwest       no
## 12090   267.93        16         25      cauc  yes   midwest       no
## 12091   313.39        11         16      cauc  yes   midwest       no
## 12092   902.18        13         26      cauc  yes   midwest       no
## 12093   246.91        14          0      cauc  yes   midwest      yes
## 12094   685.30        14          6      cauc  yes   midwest       no
## 12095    61.73        13          0      cauc  yes   midwest      yes
## 12096   536.28        12         17      cauc  yes   midwest       no
## 12097   197.96        17          0      cauc  yes   midwest      yes
## 12098   660.35        12         19      afam  yes   midwest       no
## 12099   634.43        14         13      cauc  yes   midwest       no
## 12100   438.67        17         26      cauc  yes   midwest       no
## 12101   395.87        16         12      cauc   no   midwest       no
## 12102   593.54        14         16      cauc   no   midwest       no
## 12103   530.86        11         41      cauc   no   midwest       no
## 12104   356.13        13          7      cauc   no   midwest       no
## 12105   308.64        12         13      cauc   no   midwest       no
## 12106   293.21        12          7      cauc   no   midwest       no
## 12107   325.26        12         13      cauc   no   midwest       no
## 12108   195.47        13          2      cauc  yes   midwest       no
## 12109   320.51        15          1      cauc  yes   midwest       no
## 12110   261.16        13          2      cauc  yes   midwest       no
## 12111   985.28        13         39      cauc  yes   midwest       no
## 12112   712.25        18         14      cauc   no   midwest       no
## 12113   427.35        12         15      cauc   no   midwest       no
## 12114   357.31        12         15      cauc   no   midwest       no
## 12115   888.89         9         37      cauc   no   midwest       no
## 12116   747.86        18         24      cauc   no   midwest       no
## 12117   679.01        18         20      cauc   no   midwest       no
## 12118   261.44        12          4      cauc  yes   midwest      yes
## 12119   712.25        12         18      cauc  yes   midwest       no
## 12120   196.09        12          0      cauc  yes   midwest       no
## 12121   284.90        16         13      cauc   no   midwest       no
## 12122   279.40        18          9      cauc  yes   midwest       no
## 12123   182.05        12          0      cauc  yes   midwest      yes
## 12124   759.73        14         30      cauc  yes   midwest       no
## 12125   333.57        18          2      cauc  yes   midwest       no
## 12126   617.28        12         37      cauc  yes   midwest       no
## 12127   403.61        12         29      cauc  yes   midwest       no
## 12128   534.19        17         12      cauc  yes   midwest       no
## 12129   739.08        12         15      cauc  yes   midwest       no
## 12130   199.43        13         22      cauc  yes   midwest       no
## 12131   360.08        13         -1      cauc   no   midwest      yes
## 12132   244.34        15         22      cauc   no   midwest       no
## 12133   252.06        14          1      cauc   no   midwest       no
## 12134   517.57        12         25      cauc   no   midwest       no
## 12135   427.35        12         13      cauc   no   midwest       no
## 12136   474.83        17          4      cauc   no   midwest       no
## 12137   270.66        14         23      cauc   no   midwest       no
## 12138   526.66        13         14      cauc   no   midwest       no
## 12139   459.37        13         35      cauc   no   midwest       no
## 12140   192.31        14         -1      cauc   no   midwest      yes
## 12141   159.78        14         -1      cauc   no   midwest      yes
## 12142   130.58        16         -1      cauc   no   midwest      yes
## 12143   181.07        12          4      cauc   no   midwest       no
## 12144   122.29        14          2      cauc   no   midwest      yes
## 12145    72.62        12         11      cauc   no   midwest       no
## 12146   213.68         8         42      cauc  yes   midwest       no
## 12147   138.59        18         15      cauc  yes   midwest      yes
## 12148   617.28        12          6      cauc   no   midwest       no
## 12149   593.54        14         21      cauc   no   midwest       no
## 12150   633.90        12         17      cauc   no   midwest       no
## 12151   949.67        17         12      cauc  yes   midwest       no
## 12152   949.67        18         26      cauc  yes   midwest       no
## 12153   403.61        12         27      cauc  yes   midwest       no
## 12154   249.29        14          9      cauc  yes   midwest       no
## 12155   759.73        16          9      cauc  yes   midwest       no
## 12156   949.67        12         19      cauc  yes   midwest       no
## 12157   528.25        18         13      cauc  yes   midwest       no
## 12158   498.58        12         15      cauc  yes   midwest       no
## 12159   795.35        12         10      cauc   no   midwest       no
## 12160   997.15        16         36      cauc   no   midwest       no
## 12161   154.32        15          2      cauc   no   midwest       no
## 12162   178.06        12         29      cauc   no   midwest       no
## 12163    85.19        11          1      cauc   no   midwest      yes
## 12164   379.87        12          9      cauc  yes   midwest       no
## 12165   724.12        12         35      cauc  yes   midwest       no
## 12166   249.29        16          6      cauc  yes   midwest       no
## 12167   227.16        14          5      cauc  yes   midwest       no
## 12168   448.72        12         20      cauc  yes   midwest       no
## 12169   232.67        12          6      cauc  yes   midwest       no
## 12170   601.46        12          5      cauc  yes   midwest      yes
## 12171   451.09        16          3      cauc  yes   midwest       no
## 12172   261.16        12          8      cauc  yes   midwest       no
## 12173   356.13        18          4      afam  yes   midwest       no
## 12174   522.32        15          3      cauc  yes   midwest       no
## 12175  1037.04        12         39      cauc  yes   midwest       no
## 12176   743.16        13         22      cauc  yes   midwest       no
## 12177   176.54        12          6      cauc   no   midwest       no
## 12178   342.94        12          7      cauc   no   midwest       no
## 12179   451.09        12          4      cauc   no   midwest       no
## 12180   842.83        12         29      cauc   no   midwest       no
## 12181   783.48        12          8      cauc   no   midwest       no
## 12182   356.13        12          9      cauc   no   midwest       no
## 12183   249.29        12         21      cauc   no   midwest       no
## 12184   417.85        12         21      cauc   no   midwest       no
## 12185   664.77        14         15      cauc   no   midwest       no
## 12186  1139.60        18         13      cauc   no   midwest       no
## 12187   712.25        13          9      cauc   no   midwest       no
## 12188   213.68        16          1      cauc  yes   midwest      yes
## 12189   284.90        13          2      cauc  yes   midwest       no
## 12190   522.32        16          9      cauc   no   midwest       no
## 12191   254.32         8         19      cauc   no   midwest      yes
## 12192  1234.57        12         33      cauc   no   midwest       no
## 12193   807.22        16          7      cauc  yes   midwest       no
## 12194   391.74        16         11      cauc  yes   midwest       no
## 12195   255.14        14         41      cauc   no   midwest       no
## 12196   176.95        16          9      cauc   no   midwest       no
## 12197   474.83        12         11      cauc  yes   midwest       no
## 12198   237.42        14          5      cauc  yes   midwest       no
## 12199   561.17         8         53      cauc  yes   midwest       no
## 12200   890.31        12         29      cauc  yes   midwest       no
## 12201   356.13        15          0      cauc  yes   midwest      yes
## 12202   118.71        14         -1      cauc  yes   midwest      yes
## 12203   688.51        14         17      cauc  yes   midwest       no
## 12204   949.67        12         20      cauc  yes   midwest       no
## 12205    99.72         9         45      cauc  yes   midwest       no
## 12206   277.78        14          0      cauc  yes   midwest       no
## 12207    97.34        12          1      cauc  yes   midwest      yes
## 12208   531.81        16          4      cauc  yes   midwest       no
## 12209   427.35         8         30      cauc  yes   midwest       no
## 12210   224.47        12          3      cauc  yes   midwest       no
## 12211   581.67        16         13      cauc   no   midwest       no
## 12212   593.54        13         19      cauc   no   midwest       no
## 12213   188.46        16         28      cauc   no   midwest       no
## 12214    51.73        12          1      cauc   no   midwest      yes
## 12215   783.48        14         13      cauc  yes   midwest       no
## 12216   712.25        14         33      cauc   no   midwest       no
## 12217   316.56        14         13      cauc  yes   midwest       no
## 12218   688.51        12         11      cauc  yes   midwest       no
## 12219   273.03        17          6      cauc  yes   midwest      yes
## 12220   548.15        12          6      cauc  yes   midwest       no
## 12221   282.92        12         27      cauc   no   midwest       no
## 12222   379.87        12         43      cauc   no   midwest       no
## 12223  1443.55        12         15      cauc  yes   midwest       no
## 12224   363.18        16          3      cauc  yes   midwest       no
## 12225   189.93        14          2      cauc  yes   midwest       no
## 12226  1187.08        17         15      cauc  yes   midwest       no
## 12227   398.86        14          6      cauc  yes   midwest       no
## 12228   712.25        16         17      cauc  yes   midwest       no
## 12229   522.32         9         32      cauc  yes   midwest       no
## 12230   760.45        16         17      cauc  yes   midwest       no
## 12231   830.96        12         21      cauc  yes   midwest       no
## 12232   329.22        13          0      cauc   no   midwest       no
## 12233   785.63        18         16      cauc   no   midwest       no
## 12234   586.42        12         29      cauc  yes   midwest       no
## 12235   456.79        12         28      cauc  yes   midwest       no
## 12236   783.48        12         30      cauc  yes   midwest       no
## 12237   118.71        16         11      cauc  yes   midwest      yes
## 12238   902.18        13         20      cauc  yes   midwest       no
## 12239   641.03        15         20      cauc   no   midwest       no
## 12240   617.28        12          5      cauc   no   midwest       no
## 12241   403.61        12          9      cauc  yes   midwest       no
## 12242   251.28        14          4      cauc  yes   midwest       no
## 12243   296.30        13         13      cauc   no   midwest       no
## 12244   356.13        18         10      cauc  yes   midwest       no
## 12245   246.91        12         38      cauc   no   midwest       no
## 12246   770.09        16         28      cauc  yes   midwest       no
## 12247   949.67        10         29      cauc  yes   midwest       no
## 12248   105.82        15          3      cauc  yes   midwest       no
## 12249   830.96        16         18      cauc   no   midwest       no
## 12250  1020.89        16         10      cauc   no   midwest       no
## 12251   569.80        17         18      cauc   no   midwest       no
## 12252   308.64        16          2      cauc  yes   midwest      yes
## 12253   130.58         7         11      cauc  yes   midwest       no
## 12254    87.45        14          0      cauc  yes   midwest      yes
## 12255   617.28        12         19      cauc  yes   midwest       no
## 12256   169.88        12         10      cauc  yes   midwest       no
## 12257   641.03        16         10      cauc  yes   midwest       no
## 12258   593.54        18         44      cauc  yes   midwest       no
## 12259   123.46        14          1      cauc   no   midwest       no
## 12260   801.99        18         21      cauc   no   midwest       no
## 12261    92.59        12          2      cauc   no   midwest      yes
## 12262   237.42        12         28      cauc   no   midwest       no
## 12263   180.04        10          7      cauc   no   midwest       no
## 12264   534.98        12         30      cauc   no   midwest       no
## 12265   569.80        18         27      cauc   no   midwest       no
## 12266   657.64        14         26      cauc   no   midwest       no
## 12267   358.97        14          4      cauc   no   midwest       no
## 12268   569.80        12         31      cauc   no   midwest       no
## 12269   123.46        12          6      cauc   no   midwest      yes
## 12270   226.42        12         17      cauc   no   midwest       no
## 12271   308.64        12         34      cauc   no   midwest       no
## 12272   123.46        14         -1      cauc   no   midwest      yes
## 12273   411.52        18          6      cauc   no   midwest       no
## 12274   379.87        14          5      cauc   no   midwest       no
## 12275   325.93        16         12      cauc   no   midwest       no
## 12276   233.69        12          3      cauc   no   midwest       no
## 12277   325.03        12         23      cauc   no   midwest       no
## 12278   264.55        12         12      cauc   no   midwest       no
## 12279   522.32        18         25      cauc   no   midwest       no
## 12280   308.64        12          3      cauc   no   midwest       no
## 12281   201.80        12          3      cauc   no   midwest       no
## 12282   949.67        13         28      cauc   no   midwest       no
## 12283  2374.15        16         25      cauc   no   midwest       no
## 12284    86.42        13         -1      cauc   no   midwest      yes
## 12285   343.36        15          6      cauc   no   midwest       no
## 12286   208.93        12          4      cauc   no   midwest       no
## 12287   688.51        18         23      cauc   no   midwest       no
## 12288   759.73        12          6      cauc   no   midwest       no
## 12289   372.96         9         12      cauc   no   midwest       no
## 12290   980.39        16         18      cauc   no   midwest       no
## 12291   569.80        11         32      cauc   no   midwest       no
## 12292   367.69         8         37      cauc   no   midwest       no
## 12293    63.49        12         15      cauc   no   midwest       no
## 12294   225.55        15          5      cauc   no   midwest       no
## 12295   617.28         8         46      cauc   no   midwest       no
## 12296   208.93        14          0      cauc   no   midwest       no
## 12297  1435.54        18         44      cauc   no   midwest       no
## 12298  1364.22        14         37      cauc   no   midwest       no
## 12299   332.38        12         20      cauc   no   midwest       no
## 12300   110.30        13         12      cauc   no   midwest       no
## 12301   498.58        12         42      cauc   no   midwest       no
## 12302   166.19        11          2      cauc   no   midwest       no
## 12303   308.64        12         15      cauc   no   midwest       no
## 12304   284.90        12          6      cauc   no   midwest       no
## 12305   664.77        13         32      cauc  yes   midwest       no
## 12306   166.19        17          3      cauc  yes   midwest       no
## 12307   802.47        16          4      cauc  yes   midwest       no
## 12308    63.31         8         54      cauc   no   midwest      yes
## 12309   605.18        12         25      cauc   no   midwest       no
## 12310   536.56        16          6      cauc   no   midwest       no
## 12311   974.36        18         14      cauc  yes   midwest       no
## 12312   830.96        10         12      cauc  yes   midwest       no
## 12313   269.66        11         10      cauc  yes   midwest      yes
## 12314   720.73        12         32      cauc  yes   midwest       no
## 12315   411.52        12         14      cauc   no   midwest       no
## 12316   712.25        12         31      cauc   no   midwest       no
## 12317   664.77        12         32      cauc  yes   midwest       no
## 12318  1305.79        16         26      cauc  yes   midwest       no
## 12319   638.57        12         18      cauc  yes   midwest       no
## 12320  1661.92        18         12      cauc  yes   midwest       no
## 12321   546.06        16         12      cauc  yes   midwest       no
## 12322   388.67        16         34      cauc   no   midwest       no
## 12323   580.97        12         43      cauc   no   midwest       no
## 12324    91.62        12          5      cauc   no   midwest       no
## 12325   478.40        12         19      cauc   no   midwest       no
## 12326   688.51        17          4      cauc  yes   midwest       no
## 12327   500.00        16          6      cauc  yes   midwest       no
## 12328   688.51        12         40      cauc  yes   midwest       no
## 12329   164.61        13         33      cauc   no   midwest      yes
## 12330   381.48        12         13      cauc   no   midwest       no
## 12331   949.67        12         30      cauc   no   midwest       no
## 12332   252.56        16         17      cauc   no   midwest       no
## 12333   360.87        16         18      cauc   no   midwest       no
## 12334   997.15        16         16      cauc   no   midwest       no
## 12335   219.48        14          6      cauc   no   midwest       no
## 12336   332.38        12         33      cauc   no   midwest       no
## 12337   370.37        14          2      cauc  yes   midwest      yes
## 12338   417.45        12          8      cauc  yes   midwest       no
## 12339   395.45        14         48      cauc  yes   midwest       no
## 12340   236.63        17          3      cauc  yes   midwest      yes
## 12341   645.34        18         36      cauc  yes   midwest       no
## 12342   316.00        12         12      cauc   no   midwest       no
## 12343   664.77        16         11      cauc   no   midwest       no
## 12344   522.32        12         36      cauc   no   midwest       no
## 12345   236.18        12          4      cauc   no   midwest       no
## 12346   498.58        16         13      cauc   no   midwest       no
## 12347   356.13        12         16      cauc   no   midwest       no
## 12348   546.06        12          6      afam   no   midwest       no
## 12349   902.18        18         13      cauc  yes   midwest       no
## 12350   897.77        14         16      cauc  yes   midwest       no
## 12351   451.09        12         14      cauc  yes   midwest       no
## 12352   427.35        12         13      cauc   no   midwest       no
## 12353   277.15        12          4      cauc   no   midwest       no
## 12354   322.74        15          4      cauc   no   midwest       no
## 12355   129.20        11          3      cauc   no   midwest      yes
## 12356   664.77        12         45      cauc   no   midwest       no
## 12357   664.77        14         15      cauc   no   midwest       no
## 12358   415.00        11         27      cauc   no   midwest       no
## 12359   356.13        12         15      cauc   no   midwest       no
## 12360   106.84         8         55      cauc   no   midwest       no
## 12361   546.06        14         12      cauc  yes   midwest       no
## 12362   462.96        16         11      cauc  yes   midwest       no
## 12363   759.73        16          9      cauc  yes   midwest       no
## 12364   569.80        12         39      cauc   no   midwest       no
## 12365   217.28        12          0      cauc   no   midwest       no
## 12366   427.35        18          9      cauc   no   midwest       no
## 12367   565.84        16         37      cauc   no   midwest       no
## 12368    95.16        16          8      cauc   no   midwest      yes
## 12369   238.10        12          6      cauc   no   midwest       no
## 12370  1714.68        12         25      cauc  yes   midwest       no
## 12371   270.06        12          2      cauc  yes   midwest       no
## 12372   422.10        12          6      cauc   no   midwest       no
## 12373   356.13        14          3      cauc   no   midwest       no
## 12374   459.37        15         18      cauc   no   midwest       no
## 12375   356.13        13          5      cauc   no   midwest       no
## 12376   339.51        12          6      cauc   no   midwest       no
## 12377   598.29        12         18      cauc   no   midwest       no
## 12378   345.03        12         42      cauc   no   midwest       no
## 12379   356.13        16          3      cauc   no   midwest       no
## 12380   771.60        16         17      cauc   no   midwest       no
## 12381   546.06        16          7      cauc  yes   midwest       no
## 12382   688.51        13         23      cauc  yes   midwest       no
## 12383    61.73        13          0      cauc  yes   midwest      yes
## 12384   641.03        14          7      cauc   no   midwest       no
## 12385   712.25        18         10      cauc   no   midwest       no
## 12386   605.41        17         10      cauc   no   midwest       no
## 12387   379.87        12         15      cauc   no   midwest       no
## 12388   457.35        12         25      cauc   no   midwest       no
## 12389   593.54        15          5      cauc   no   midwest       no
## 12390    97.68         8         56      cauc   no   midwest      yes
## 12391   567.90        18         23      cauc   no   midwest       no
## 12392    86.42        11          9      cauc   no   midwest      yes
## 12393   510.45        16         17      cauc   no   midwest       no
## 12394   522.32        16         15      cauc   no   midwest       no
## 12395  1424.50        15         28      cauc   no   midwest       no
## 12396   954.42        16         15      cauc   no   midwest       no
## 12397   522.32        12         23      cauc   no   midwest       no
## 12398   130.58        18         38      cauc   no   midwest       no
## 12399   474.83        10         37      cauc   no   midwest       no
## 12400   709.25        12         16      cauc   no   midwest       no
## 12401   174.90        14          0      cauc   no   midwest      yes
## 12402   807.22        18         15      cauc   no   midwest       no
## 12403   446.32        12         44      cauc   no   midwest       no
## 12404   493.83        13         10      cauc   no   midwest       no
## 12405   257.20         8         40      cauc  yes   midwest       no
## 12406   721.32        11         26      cauc  yes   midwest       no
## 12407   554.75        12         36      cauc   no   midwest       no
## 12408   178.60        16          0      cauc   no   midwest      yes
## 12409   498.58        12          5      cauc  yes   midwest       no
## 12410   617.28        12         22      cauc   no   midwest       no
## 12411   863.56        12         34      cauc   no   midwest       no
## 12412   546.06        12          9      cauc  yes   midwest       no
## 12413   522.32        16          8      cauc   no   midwest       no
## 12414   593.54        18         18      cauc   no   midwest       no
## 12415   593.54        16         14      cauc   no   midwest       no
## 12416    96.15        12          0      cauc  yes   midwest      yes
## 12417  1020.89         2         41      cauc  yes   midwest       no
## 12418   510.45        14         20      cauc  yes   midwest       no
## 12419   237.42        12          5      cauc  yes   midwest       no
## 12420   524.69        16         17      cauc   no   midwest       no
## 12421   474.83        16         17      cauc   no   midwest       no
## 12422   902.18        13         31      cauc   no   midwest       no
## 12423   164.61        13          7      cauc   no   midwest       no
## 12424   356.13        16         20      cauc   no   midwest       no
## 12425   759.73        12         10      cauc   no   midwest       no
## 12426   234.57        12         17      cauc   no   midwest       no
## 12427   735.99        12         12      cauc   no   midwest       no
## 12428   415.48        12         22      cauc   no   midwest       no
## 12429   356.13        14         11      cauc   no   midwest       no
## 12430   287.27        16          9      cauc   no   midwest       no
## 12431   296.30        12          6      cauc   no   midwest       no
## 12432   308.64        13         17      cauc   no   midwest       no
## 12433   451.09        12         24      cauc   no   midwest       no
## 12434   510.45        12          7      cauc   no   midwest       no
## 12435   301.52         9         17      cauc   no   midwest       no
## 12436   474.83        13         18      cauc   no   midwest       no
## 12437   761.32        12         15      cauc   no   midwest       no
## 12438   721.30        14         23      cauc   no   midwest       no
## 12439   878.44        12         13      cauc   no   midwest       no
## 12440   332.38        12         14      cauc   no   midwest       no
## 12441   316.83        13         37      cauc   no   midwest       no
## 12442   296.77        12         13      cauc   no   midwest       no
## 12443   246.91        12          6      cauc   no   midwest       no
## 12444   333.33        12         34      cauc   no   midwest       no
## 12445   113.94        12         41      cauc   no   midwest       no
## 12446   759.73        12         32      cauc  yes   midwest       no
## 12447   721.45         8         47      cauc  yes   midwest       no
## 12448   399.00        12          5      cauc  yes   midwest       no
## 12449   334.36        18          8      cauc   no   midwest       no
## 12450   522.32        13          8      cauc  yes   midwest       no
## 12451   332.38        12         10      cauc  yes   midwest       no
## 12452   735.99        16          6      cauc  yes   midwest       no
## 12453   510.45        16          4      cauc  yes   midwest       no
## 12454   546.06        12         22      cauc  yes   midwest       no
## 12455   522.32        17          9      cauc  yes   midwest       no
## 12456   382.72        12         37      cauc  yes   midwest       no
## 12457   323.08        17          9      cauc  yes   midwest       no
## 12458   679.01        18          3      cauc  yes   midwest       no
## 12459  1187.08        18         14      cauc  yes   midwest       no
## 12460   391.74        14         21      cauc   no   midwest       no
## 12461   261.16        12         42      cauc   no   midwest       no
## 12462  1278.66        16         40      cauc   no   midwest       no
## 12463   664.77        17         14      cauc   no   midwest       no
## 12464    58.44        16          3      cauc   no   midwest      yes
## 12465   712.25        18         17      cauc   no   midwest       no
## 12466  1661.92        14         31      cauc   no   midwest       no
## 12467   356.13        12         16      cauc   no   midwest       no
## 12468   451.09        16         11      cauc   no   midwest       no
## 12469   296.30        14          7      cauc   no   midwest       no
## 12470   379.87        12         31      cauc   no   midwest       no
## 12471   118.71        16          3      cauc   no   midwest      yes
## 12472   186.71        18          4      cauc   no   midwest      yes
## 12473   568.73        16          4      cauc   no   midwest       no
## 12474   392.21        12         16      cauc   no   midwest       no
## 12475   658.93        12         26      cauc   no   midwest       no
## 12476   345.68         8         51      cauc   no   midwest       no
## 12477   569.80        18         36      cauc   no   midwest       no
## 12478   170.94        12          2      cauc   no   midwest      yes
## 12479   514.91        18          8      cauc   no   midwest       no
## 12480   546.06        12         12      cauc  yes   midwest       no
## 12481   379.87        16          6      cauc  yes   midwest       no
## 12482   546.06        12          7      cauc  yes   midwest       no
## 12483   379.87        12          8      cauc  yes   midwest       no
## 12484    71.23        13         28      cauc   no   midwest       no
## 12485   134.66         8         56      cauc   no   midwest       no
## 12486    74.79        12         18      cauc   no   midwest       no
## 12487   288.07        12         41      cauc   no   midwest       no
## 12488   546.06        13         21      cauc   no   midwest       no
## 12489   170.94        12          9      cauc   no   midwest       no
## 12490   461.80        11         36      cauc   no   midwest       no
## 12491   120.03        12         46      cauc   no   midwest      yes
## 12492   688.51        12         29      cauc  yes   midwest       no
## 12493   702.75        18         11      cauc  yes   midwest       no
## 12494   187.56         8         52      cauc  yes   midwest      yes
## 12495   189.93        12          2      cauc  yes   midwest       no
## 12496  1099.24        18         25      cauc   no   midwest       no
## 12497   262.67        12          7      cauc   no   midwest       no
## 12498   268.86        14          6      cauc   no   midwest       no
## 12499   444.44        14         47      cauc  yes   midwest      yes
## 12500   925.93        12         31      cauc  yes   midwest       no
## 12501   470.09        16         15      cauc  yes   midwest       no
## 12502   417.47        17         11      cauc   no   midwest       no
## 12503   712.25        12         34      cauc  yes   midwest       no
## 12504  1654.32        11         31      cauc  yes   midwest       no
## 12505   105.82        14          2      cauc  yes   midwest      yes
## 12506   490.74        16          8      cauc  yes   midwest       no
## 12507   569.80        13         16      cauc  yes   midwest       no
## 12508   695.54        12         27      cauc  yes   midwest       no
## 12509   394.68        13         -1      cauc  yes   midwest       no
## 12510   569.80        14         24      cauc  yes   midwest       no
## 12511   688.51        16         15      cauc  yes   midwest       no
## 12512  1481.48        10         40      cauc   no   midwest       no
## 12513    59.35        12          3      cauc   no   midwest       no
## 12514   206.55        12         12      cauc   no   midwest       no
## 12515   356.13        16         25      cauc   no   midwest       no
## 12516   593.54        15         22      cauc   no   midwest       no
## 12517   522.32        12         27      cauc   no   midwest       no
## 12518   981.32        15         36      cauc   no   midwest       no
## 12519   405.29        12         25      cauc   no   midwest       no
## 12520   300.33        12          3      cauc   no   midwest       no
## 12521   217.86        13          0      cauc   no   midwest       no
## 12522   902.18        18         24      cauc   no   midwest       no
## 12523   688.51        17         20      cauc   no   midwest       no
## 12524   185.19        13         -1      cauc   no   midwest       no
## 12525   341.88        16         18      cauc   no   midwest       no
## 12526   525.26         8         42      cauc   no   midwest       no
## 12527   641.03         8         43      cauc   no   midwest       no
## 12528  1018.52        18         18      cauc   no   midwest       no
## 12529   237.42        12         35      cauc   no   midwest       no
## 12530   259.00        11         42      cauc   no   midwest       no
## 12531   478.71        12         21      cauc   no   midwest       no
## 12532   381.48        12         22      cauc   no   midwest       no
## 12533   370.37        12         48      cauc   no   midwest       no
## 12534   416.22        12         12      cauc   no   midwest       no
## 12535   394.11        13         11      cauc   no   midwest       no
## 12536   533.55         8         41      cauc   no   midwest       no
## 12537   617.28        15          3      cauc   no   midwest       no
## 12538   510.45        12          9      cauc   no   midwest       no
## 12539   358.50        12         12      cauc   no   midwest       no
## 12540   237.42        11         14      cauc   no   midwest       no
## 12541   187.19        12         19      cauc   no   midwest       no
## 12542   641.03        16          4      cauc   no   midwest       no
## 12543   363.11        13          4      cauc   no   midwest       no
## 12544   830.96        15         23      cauc   no   midwest       no
## 12545   254.51        14         12      cauc   no   midwest       no
## 12546   391.74        12         23      cauc   no   midwest       no
## 12547   213.68        12         43      cauc   no   midwest       no
## 12548   522.32        12         23      cauc   no   midwest       no
## 12549   303.89        13         15      cauc   no   midwest       no
## 12550   127.71        15         12      cauc   no   midwest       no
## 12551   841.75        16         12      cauc   no   midwest       no
## 12552   462.96        14         16      cauc   no   midwest       no
## 12553   474.83         8         38      cauc   no   midwest       no
## 12554   415.48        14          5      cauc   no   midwest       no
## 12555   135.33        12          6      cauc   no   midwest       no
## 12556   505.70        12         37      cauc   no   midwest       no
## 12557   382.13        14         22      cauc   no   midwest       no
## 12558   448.36        12         18      cauc   no   midwest       no
## 12559   356.13        12          9      cauc   no   midwest       no
## 12560   617.28        12          8      cauc  yes   midwest       no
## 12561   807.22        18         11      cauc  yes   midwest       no
## 12562   759.73         4         34      cauc  yes   midwest       no
## 12563   712.25        12         15      cauc  yes   midwest       no
## 12564   265.91        12          9      cauc  yes   midwest       no
## 12565   348.77        12         22      cauc  yes   midwest       no
## 12566   332.38        12         21      cauc  yes   midwest       no
## 12567   522.32        12         14      cauc  yes   midwest       no
## 12568   593.54        16         17      cauc  yes   midwest       no
## 12569   688.51        12         22      cauc   no   midwest       no
## 12570   688.51        12          8      cauc   no   midwest       no
## 12571   427.35        14          6      cauc  yes   midwest       no
## 12572   569.80        18         16      cauc   no   midwest       no
## 12573    52.78        15          1      cauc   no   midwest      yes
## 12574   693.26        18         33      cauc   no   midwest       no
## 12575   213.68        12          8      cauc   no   midwest       no
## 12576   510.45        12         16      cauc   no   midwest       no
## 12577   284.90        18          3      cauc   no   midwest       no
## 12578   878.44        16          9      cauc   no   midwest       no
## 12579   522.32        12         25      cauc   no   midwest       no
## 12580   227.92        12          9      cauc   no   midwest       no
## 12581   308.64         9          3      cauc   no   midwest       no
## 12582   522.32        12         24      cauc   no   midwest       no
## 12583   472.39        12          7      cauc   no   midwest       no
## 12584   262.23        12          8      cauc   no   midwest       no
## 12585   451.09        16         14      cauc   no   midwest       no
## 12586   229.17        12         24      cauc   no   midwest       no
## 12587   643.23        14         13      cauc   no   midwest       no
## 12588   197.53        18         19      cauc   no   midwest       no
## 12589   569.80        12         19      cauc   no   midwest       no
## 12590   284.90         8         43      cauc   no   midwest       no
## 12591   641.03        17         17      cauc   no   midwest       no
## 12592   356.13         9         49      cauc   no   midwest       no
## 12593   203.23        12          8      cauc   no   midwest       no
## 12594   189.93        14          2      cauc  yes   midwest       no
## 12595   351.38        12         22      cauc  yes   midwest       no
## 12596   393.78        12         35      cauc  yes   midwest       no
## 12597   277.59        14         23      cauc  yes   midwest       no
## 12598    92.59        11          4      cauc  yes   midwest       no
## 12599  1213.99        18         12      cauc  yes   midwest       no
## 12600   713.58        12         29      cauc  yes   midwest       no
## 12601   638.75        18         18      cauc  yes   midwest       no
## 12602   308.64        13          6      cauc   no   midwest       no
## 12603   584.64        16         18      cauc   no   midwest       no
## 12604   783.48        12         15      cauc   no   midwest       no
## 12605   142.45        12          3      cauc   no   midwest       no
## 12606   102.14        18         20      cauc   no   midwest      yes
## 12607   854.70        15         17      cauc  yes   midwest       no
## 12608   584.05        12         14      cauc  yes   midwest       no
## 12609   370.37        12          4      cauc  yes   midwest       no
## 12610   546.06        15          2      cauc  yes   midwest       no
## 12611  1068.38        16         13      cauc  yes   midwest       no
## 12612   830.96        16         12      cauc  yes   midwest       no
## 12613   670.77        18         11      cauc  yes   midwest       no
## 12614   474.83        12         21      cauc  yes   midwest       no
## 12615    83.33         0         52      cauc  yes   midwest      yes
## 12616   610.16        12         25      cauc  yes   midwest       no
## 12617   451.09        12         13      cauc  yes   midwest       no
## 12618   333.33         8         21      cauc  yes   midwest       no
## 12619   386.99        16          6      cauc  yes   midwest       no
## 12620   249.29        14          4      cauc  yes   midwest       no
## 12621   205.76        15          1      cauc  yes   midwest       no
## 12622   631.53        13         43      cauc  yes   midwest       no
## 12623   398.86        18          2      cauc  yes   midwest       no
## 12624   211.64         8         47      cauc  yes   midwest       no
## 12625   712.25        12         16      cauc  yes   midwest       no
## 12626   308.64        12         15      afam  yes   midwest       no
## 12627   543.21        12         31      afam  yes   midwest       no
## 12628   593.54        17          4      cauc  yes   midwest       no
## 12629   201.80        18          4      cauc  yes   midwest       no
## 12630  1151.47        14         20      cauc  yes   midwest       no
## 12631   484.33         8         49      cauc  yes   midwest       no
## 12632   253.09        16          5      cauc  yes   midwest      yes
## 12633   121.08        13         -1      cauc  yes   midwest      yes
## 12634  1187.08        18         31      cauc  yes   midwest       no
## 12635   154.32        14          0      cauc  yes   midwest       no
## 12636  1068.38        18         20      cauc  yes   midwest       no
## 12637   951.69        16         36      cauc  yes   midwest       no
## 12638  1372.05        14         40      cauc  yes   midwest       no
## 12639   783.48        16         34      cauc  yes   midwest       no
## 12640   261.16        12         17      cauc  yes   midwest      yes
## 12641   367.74        16         13      cauc  yes   midwest       no
## 12642   593.54        12         12      cauc  yes   midwest       no
## 12643   370.37        12         10      afam  yes   midwest       no
## 12644   546.06        16         16      cauc  yes   midwest       no
## 12645  1365.15        16         39      cauc  yes   midwest       no
## 12646   201.80        18          3      cauc  yes   midwest       no
## 12647    85.47        18         35      cauc  yes   midwest       no
## 12648    85.47        18          8      cauc  yes   midwest       no
## 12649   641.03        14         19      cauc  yes   midwest       no
## 12650  1661.92        18         17      cauc  yes   midwest       no
## 12651   949.67        18          6      cauc  yes   midwest       no
## 12652  1471.98        16         28      cauc  yes   midwest       no
## 12653   617.28        12         13      cauc  yes   midwest       no
## 12654   498.58        14         45      cauc  yes   midwest       no
## 12655   593.54        12         12      cauc  yes   midwest       no
## 12656   197.53         6         47      cauc  yes   midwest       no
## 12657   216.52         3         25      cauc  yes   midwest       no
## 12658   522.32        12         12      cauc  yes   midwest       no
## 12659   688.51        12         31      afam  yes   midwest       no
## 12660   320.99        10         41      cauc  yes   midwest       no
## 12661   356.13        12         15      cauc  yes   midwest       no
## 12662   189.93         8         52      cauc  yes   midwest       no
## 12663   593.54        13         13      cauc  yes   midwest       no
## 12664   620.18        16         16      cauc  yes   midwest       no
## 12665   617.28        18          9      cauc  yes   midwest       no
## 12666   370.30        12          8      cauc  yes   midwest       no
## 12667   854.70        18         36      cauc  yes   midwest       no
## 12668   356.13        14         10      cauc  yes   midwest       no
## 12669   854.70        15         34      cauc  yes   midwest       no
## 12670   759.73        17         25      cauc  yes   midwest       no
## 12671   164.61        11          1      cauc  yes   midwest      yes
## 12672   569.80        15         15      cauc  yes   midwest       no
## 12673   546.06        12          5      cauc  yes   midwest       no
## 12674   493.83        12         10      cauc  yes   midwest       no
## 12675   277.78        12         13      cauc  yes   midwest       no
## 12676   249.29        10          4      cauc  yes   midwest       no
## 12677   176.88        16          0      cauc  yes   midwest      yes
## 12678   118.71        15          6      cauc  yes   midwest       no
## 12679   378.58        12          6      cauc  yes   midwest       no
## 12680   771.60        17         16      cauc  yes   midwest       no
## 12681   569.80        18         24      cauc  yes   midwest       no
## 12682   459.06        14          8      cauc  yes   midwest      yes
## 12683   370.37        18         15      cauc  yes   midwest      yes
## 12684   296.30        14          0      cauc  yes   midwest       no
## 12685   987.65        12         18      cauc  yes   midwest       no
## 12686  1020.89        16         20      cauc  yes   midwest       no
## 12687   212.35        12          5      afam  yes   midwest       no
## 12688   442.39         8         30      afam  yes   midwest       no
## 12689   676.64        12         27      cauc  yes   midwest       no
## 12690   249.29        12         47      afam  yes   midwest       no
## 12691   123.46        10         48      cauc  yes   midwest      yes
## 12692   237.42        12         15      cauc  yes   midwest       no
## 12693   379.87        14          7      cauc  yes   midwest       no
## 12694   142.45        12         11      cauc  yes   midwest      yes
## 12695   747.86        15          9      cauc  yes   midwest       no
## 12696   427.35        15         30      cauc  yes   midwest       no
## 12697   189.93        15          1      cauc  yes   midwest      yes
## 12698   617.28        12          9      cauc  yes   midwest       no
## 12699   759.73        12         32      cauc  yes   midwest       no
## 12700   332.38        13          2      cauc  yes   midwest       no
## 12701   806.79        16         21      cauc  yes   midwest       no
## 12702    97.08        14          5      cauc  yes   midwest      yes
## 12703    96.23        13          2      cauc  yes   midwest      yes
## 12704   688.51        12         27      cauc  yes   midwest       no
## 12705   218.42        10          5      cauc  yes   midwest      yes
## 12706   332.38        11          2      cauc  yes   midwest       no
## 12707   652.90        13         18      cauc  yes   midwest       no
## 12708   818.21        12         24      cauc  yes   midwest       no
## 12709   332.38        16          6      cauc  yes   midwest       no
## 12710   205.76        14          0      cauc  yes   midwest       no
## 12711   205.76        15          0      cauc  yes   midwest       no
## 12712   522.32        14         11      cauc  yes   midwest       no
## 12713   498.58        12         17      cauc  yes   midwest       no
## 12714   149.57        15          3      cauc  yes   midwest      yes
## 12715   393.06        12          4      cauc  yes   midwest       no
## 12716    90.22        16         10      cauc  yes   midwest       no
## 12717   830.96        12         16      cauc  yes   midwest       no
## 12718  1020.89        16         11      cauc  yes   midwest       no
## 12719   522.32        17         19      cauc  yes   midwest       no
## 12720  1111.11        14         11      cauc  yes   midwest       no
## 12721   759.73        12         18      cauc  yes   midwest       no
## 12722   142.45        12          8      cauc  yes   midwest       no
## 12723   296.77        12          4      cauc  yes   midwest       no
## 12724   902.18        13         32      cauc  yes   midwest       no
## 12725  1305.79        18         17      cauc  yes   midwest       no
## 12726   546.06        12         41      cauc  yes   midwest       no
## 12727   379.87        14          5      cauc  yes   midwest       no
## 12728   339.51        14          6      afam  yes   midwest       no
## 12729   332.38        14         29      cauc  yes   midwest       no
## 12730   178.06        12          7      cauc  yes   midwest       no
## 12731  1532.55        15         30      cauc  yes   midwest       no
## 12732   246.91        12         10      cauc  yes   midwest       no
## 12733    92.59        17          2      cauc  yes   midwest      yes
## 12734   266.51        16          1      cauc  yes   midwest       no
## 12735   262.96        15          1      cauc  yes   midwest       no
## 12736    99.15        13          0      cauc  yes   midwest      yes
## 12737   617.28        10         41      cauc  yes   midwest       no
## 12738   522.32        12         16      cauc  yes   midwest       no
## 12739   296.30        12          8      cauc  yes   midwest       no
## 12740   474.83        16          7      cauc  yes   midwest       no
## 12741   735.99        12         37      cauc   no   midwest       no
## 12742   229.15        14          0      cauc   no   midwest       no
## 12743   617.28        12         39      cauc   no   midwest       no
## 12744   902.18        16         21      cauc   no   midwest       no
## 12745   522.32        14         19      cauc   no   midwest       no
## 12746   567.90        13         23      cauc   no   midwest       no
## 12747   356.13        12         26      cauc   no   midwest       no
## 12748  1068.38        12         20      cauc   no   midwest       no
## 12749   207.74        10          3      cauc   no   midwest       no
## 12750   341.17        12          9      cauc   no   midwest       no
## 12751   189.93        12          1      cauc   no   midwest      yes
## 12752   284.90        16          6      cauc   no   midwest       no
## 12753   759.73        12         40      cauc   no   midwest       no
## 12754   574.22        12         20      cauc   no   midwest       no
## 12755   540.12        12         18      cauc   no   midwest       no
## 12756   356.13        12         11      cauc   no   midwest       no
## 12757   574.55        13         13      cauc   no   midwest       no
## 12758   759.73        13         10      cauc   no   midwest      yes
## 12759   416.00        14         30      cauc   no   midwest       no
## 12760   216.05        12          3      cauc   no   midwest       no
## 12761   477.42        12         15      cauc  yes   midwest       no
## 12762    92.59         0         24      afam  yes   midwest      yes
## 12763  1187.08        16         13      cauc  yes   midwest       no
## 12764   115.74        15          0      cauc  yes   midwest      yes
## 12765   299.57        12         23      cauc   no   midwest       no
## 12766   154.32        12         51      cauc   no   midwest       no
## 12767   569.80        12         10      cauc   no   midwest       no
## 12768   427.35        11         33      cauc   no   midwest       no
## 12769   427.35        14         15      cauc   no   midwest       no
## 12770   154.85        12          7      cauc   no   midwest       no
## 12771   807.22        18         20      cauc   no   midwest       no
## 12772   332.38        12          6      cauc   no   midwest       no
## 12773   222.22        12         14      cauc   no   midwest       no
## 12774   300.22         9         39      cauc   no   midwest       no
## 12775   902.18        16         11      cauc  yes   midwest       no
## 12776   756.93        18         10      cauc  yes   midwest       no
## 12777   641.03        16         37      cauc   no   midwest       no
## 12778   409.35        14         13      cauc   no   midwest       no
## 12779   641.03        12         18      cauc   no   midwest       no
## 12780   870.37        14          0      cauc  yes   midwest      yes
## 12781   854.70        12         37      cauc  yes   midwest       no
## 12782   949.67        14         22      cauc  yes   midwest       no
## 12783  1234.57        13         -1      cauc  yes   midwest       no
## 12784   664.77        12         41      cauc  yes   midwest       no
## 12785   522.32        12         29      afam  yes   midwest       no
## 12786   128.21        12          6      cauc   no   midwest       no
## 12787   284.90        16          3      cauc   no   midwest       no
## 12788   569.80        12         45      cauc   no   midwest       no
## 12789   498.58        12         10      cauc   no   midwest       no
## 12790   140.29        13          8      cauc   no   midwest       no
## 12791   427.35        12         22      cauc   no   midwest       no
## 12792   916.43        12         14      cauc  yes   midwest       no
## 12793   593.54        15         10      cauc  yes   midwest       no
## 12794   176.37        12         14      cauc  yes   midwest       no
## 12795   172.84        15          4      cauc  yes   midwest       no
## 12796   498.58        12         37      cauc  yes   midwest       no
## 12797    70.55        14         -1      cauc  yes   midwest      yes
## 12798   664.77        18         13      cauc  yes   midwest       no
## 12799   138.89        12          1      cauc   no   midwest      yes
## 12800   380.66        12         23      cauc   no   midwest       no
## 12801   323.17        12         27      cauc   no   midwest       no
## 12802   237.42        14         -1      cauc   no   midwest       no
## 12803   474.83        12          6      cauc   no   midwest       no
## 12804   268.38        12         19      cauc   no   midwest       no
## 12805  1068.38        12         39      cauc   no   midwest       no
## 12806   641.03        12         28      cauc   no   midwest       no
## 12807   854.70        12         33      cauc   no   midwest       no
## 12808   722.29        15         25      cauc   no   midwest       no
## 12809   498.58        12         24      cauc   no   midwest       no
## 12810   403.61        12         41      cauc   no   midwest       no
## 12811   379.87        12         13      cauc   no   midwest       no
## 12812   371.96        12         22      cauc   no   midwest       no
## 12813   172.84         8         53      cauc   no   midwest       no
## 12814   296.77        12          5      cauc   no   midwest       no
## 12815   308.64        12         28      cauc   no   midwest       no
## 12816   132.35        14          2      cauc   no   midwest      yes
## 12817   139.46        13          1      cauc   no   midwest      yes
## 12818   348.90        12          3      cauc   no   midwest       no
## 12819   320.51        11          9      cauc   no   midwest       no
## 12820   373.24        12         11      cauc   no   midwest       no
## 12821   332.38        12         38      cauc   no   midwest       no
## 12822   374.11        15         19      cauc   no   midwest       no
## 12823   667.69        12         23      cauc   no   midwest       no
## 12824   254.51        13          6      cauc   no   midwest       no
## 12825   188.43        13          7      cauc   no   midwest       no
## 12826   403.61        10         44      cauc   no   midwest       no
## 12827   949.67        12         43      cauc  yes   midwest       no
## 12828   522.32        12         31      cauc   no   midwest       no
## 12829  1305.79        12         24      cauc   no   midwest       no
## 12830   527.07        18         11      cauc   no   midwest       no
## 12831   230.29        13         11      cauc   no   midwest       no
## 12832   308.64         9         43      cauc   no   midwest       no
## 12833   522.32        12         27      cauc   no   midwest       no
## 12834    83.33        14         37      cauc  yes   midwest      yes
## 12835   889.51        16         40      cauc  yes   midwest       no
## 12836  1264.13        18         36      cauc  yes   midwest       no
## 12837  1037.04        12          9      cauc   no   midwest       no
## 12838   944.92        14          5      cauc   no   midwest       no
## 12839   359.81        18         14      cauc   no   midwest       no
## 12840    55.94        10         25      cauc   no   midwest      yes
## 12841  1305.79        13         23      cauc   no   midwest       no
## 12842    58.30        13         18      cauc   no   midwest      yes
## 12843   458.53        12         17      cauc   no   midwest       no
## 12844   688.51        12         14      cauc   no   midwest       no
## 12845   188.27        15         31      cauc   no   midwest      yes
## 12846   344.25        12         31      cauc   no   midwest       no
## 12847   218.45        12         14      cauc   no   midwest       no
## 12848   344.25        12         12      cauc   no   midwest       no
## 12849   356.13        14          5      cauc   no   midwest       no
## 12850   351.38        12         35      cauc   no   midwest       no
## 12851   557.93        18         32      cauc   no   midwest       no
## 12852   403.61        14         20      cauc   no   midwest       no
## 12853   712.25        17         13      cauc   no   midwest       no
## 12854   546.65        13         16      cauc   no   midwest       no
## 12855   344.25        16          3      cauc   no   midwest       no
## 12856   669.52        12         13      cauc   no   midwest       no
## 12857   356.13        18         32      cauc  yes   midwest       no
## 12858   696.68        12         16      cauc  yes   midwest       no
## 12859   756.62        16         13      cauc  yes   midwest       no
## 12860  1020.89        16         18      cauc  yes   midwest       no
## 12861   997.15        12         35      cauc   no   midwest       no
## 12862   593.54        14         10      cauc   no   midwest       no
## 12863   253.09        12         22      cauc   no   midwest       no
## 12864    60.19        12          1      cauc   no   midwest      yes
## 12865   305.58        15          8      cauc   no   midwest       no
## 12866   333.69        12          7      cauc   no   midwest       no
## 12867   308.64        12          2      cauc   no   midwest       no
## 12868   308.64        12         51      cauc   no   midwest      yes
## 12869    63.17        18         39      cauc   no   midwest      yes
## 12870    98.77        12         23      cauc   no   midwest      yes
## 12871   356.13        12         35      cauc   no   midwest       no
## 12872   403.61        12         27      cauc   no   midwest       no
## 12873   338.90        15          4      cauc   no   midwest       no
## 12874   664.77        12         34      cauc   no   midwest       no
## 12875   624.41        14         16      cauc  yes   midwest       no
## 12876   213.68        12         42      cauc  yes   midwest      yes
## 12877   154.77        16          0      cauc  yes   midwest      yes
## 12878   148.39        16          0      cauc  yes   midwest      yes
## 12879  1661.92        18         18      cauc  yes   midwest       no
## 12880   142.45        13          2      cauc  yes   midwest       no
## 12881   498.58        16          6      cauc  yes   midwest       no
## 12882   515.19        13         16      cauc   no   midwest       no
## 12883   382.13        15          8      cauc   no   midwest       no
## 12884   498.58        12         23      cauc   no   midwest       no
## 12885   712.25        12         30      cauc   no   midwest       no
## 12886   997.15        14         21      cauc   no   midwest       no
## 12887   997.15        13         16      cauc   no   midwest       no
## 12888   270.06        12         17      cauc   no   midwest       no
## 12889   356.13        12         44      cauc   no   midwest       no
## 12890   427.35        12          4      cauc   no   midwest       no
## 12891   427.35        18         22      cauc   no   midwest       no
## 12892   147.20        12         47      cauc   no   midwest      yes
## 12893   238.60        14         44      cauc   no   midwest      yes
## 12894   448.72        17         21      cauc   no   midwest       no
## 12895   546.06        12         10      cauc   no   midwest       no
## 12896   949.67        12         17      cauc   no   midwest       no
## 12897   332.38        14          5      cauc   no   midwest       no
## 12898   897.87        12         52      cauc   no   midwest       no
## 12899   265.91        12         13      cauc   no   midwest       no
## 12900   664.77        18         14      cauc   no   midwest       no
## 12901   712.25        16         19      cauc   no   midwest       no
## 12902   474.83        11         36      cauc   no   midwest       no
## 12903   213.68        12         10      cauc   no   midwest       no
## 12904   256.41        12         25      cauc   no   midwest       no
## 12905   427.35         8         45      cauc   no   midwest       no
## 12906   261.16        13          3      cauc   no   midwest       no
## 12907    77.16        10         13      cauc   no   midwest       no
## 12908   925.93        18         32      cauc   no   midwest       no
## 12909   189.93        15          1      cauc   no   midwest       no
## 12910   565.46        13         40      cauc   no   midwest       no
## 12911   490.50        12         14      cauc   no   midwest       no
## 12912   391.74        12         25      cauc   no   midwest       no
## 12913   231.48        15         49      cauc   no   midwest      yes
## 12914   246.91        12         13      cauc   no   midwest       no
## 12915   470.09        12         14      cauc   no   midwest       no
## 12916   726.22        16         14      cauc   no   midwest       no
## 12917   443.44        12         14      cauc   no   midwest       no
## 12918   291.47        12          9      cauc   no   midwest       no
## 12919   489.08        12         17      cauc   no   midwest       no
## 12920   688.51        12         12      cauc   no   midwest       no
## 12921   318.93        14         27      cauc   no   midwest       no
## 12922   557.93        17         10      cauc   no   midwest       no
## 12923   462.96        12         12      cauc  yes   midwest       no
## 12924   308.64        12         10      cauc  yes   midwest       no
## 12925   688.51        12          7      cauc  yes   midwest       no
## 12926   347.84        12         46      cauc   no   midwest       no
## 12927   237.42        12         14      cauc   no   midwest       no
## 12928   612.54        12         21      cauc   no   midwest       no
## 12929   297.82        12         28      cauc   no   midwest       no
## 12930   773.98        16         18      cauc   no   midwest       no
## 12931   365.95        12          3      cauc   no   midwest       no
## 12932   257.20         8         22      cauc  yes   midwest       no
## 12933   579.37        12         17      cauc  yes   midwest       no
## 12934   997.15        14         12      cauc  yes   midwest       no
## 12935   712.25        14         15      cauc  yes   midwest       no
## 12936   496.89        12         35      cauc  yes   midwest       no
## 12937   175.11        15          0      cauc  yes   midwest      yes
## 12938   434.43        12         19      cauc  yes   midwest       no
## 12939   364.70        12          7      cauc   no   midwest       no
## 12940   546.06        14         38      cauc  yes   midwest       no
## 12941   447.53        13         11      cauc  yes   midwest       no
## 12942   452.10        13          0      cauc   no   midwest       no
## 12943   783.48        12         28      cauc   no   midwest       no
## 12944   472.84        12         10      cauc   no   midwest       no
## 12945   127.73        12         49      cauc   no   midwest      yes
## 12946   261.16        12         43      cauc   no   midwest      yes
## 12947   546.06        12         10      cauc   no   midwest       no
## 12948   327.93        15          0      cauc   no   midwest       no
## 12949   629.15        12         41      cauc   no   midwest       no
## 12950   569.80        12         13      cauc   no   midwest       no
## 12951   320.04        16         33      cauc   no   midwest       no
## 12952   257.20        15          0      cauc   no   midwest       no
## 12953   712.25        18          9      cauc   no   midwest       no
## 12954   379.87        15         13      cauc   no   midwest       no
## 12955   617.28        18         29      cauc   no   midwest       no
## 12956   142.45        12          4      cauc   no   midwest       no
## 12957   439.22        15          8      cauc   no   midwest       no
## 12958   427.35        11         46      cauc   no   midwest       no
## 12959   569.80        14          7      cauc   no   midwest       no
## 12960   546.06        12         27      cauc   no   midwest       no
## 12961   356.13        12          4      cauc   no   midwest       no
## 12962   359.57        12         20      cauc   no   midwest       no
## 12963   439.22        16         15      cauc   no   midwest       no
## 12964   450.14        13         17      cauc   no   midwest       no
## 12965   356.13        11         26      cauc   no   midwest       no
## 12966  1111.11        14         22      cauc   no   midwest       no
## 12967   205.76        13          1      cauc   no   midwest       no
## 12968   727.30        12         17      cauc   no   midwest       no
## 12969   719.80        12         38      cauc   no   midwest       no
## 12970   759.73        16         13      cauc   no   midwest       no
## 12971   593.54        16          1      cauc  yes   midwest       no
## 12972   605.18        16         11      cauc  yes   midwest       no
## 12973   854.70        12         13      cauc  yes   midwest       no
## 12974   712.25        18         18      cauc  yes   midwest       no
## 12975    59.88        16          1      cauc  yes   midwest      yes
## 12976  1020.89        16         31      cauc  yes   midwest       no
## 12977  2010.20        14         34      cauc  yes   midwest       no
## 12978  1424.50        16         36      cauc  yes   midwest       no
## 12979   546.06        12         34      cauc  yes   midwest       no
## 12980   402.85        16          8      cauc  yes   midwest       no
## 12981  1210.83        16         21      cauc  yes   midwest       no
## 12982  1125.93        12         27      cauc  yes   midwest       no
## 12983    92.55        15          2      cauc  yes   midwest      yes
## 12984   222.22        10         50      cauc  yes   midwest       no
## 12985  1092.12        18         38      cauc  yes   midwest       no
## 12986   712.25        16         11      cauc  yes   midwest       no
## 12987   265.91        18          1      cauc  yes   midwest      yes
## 12988   205.76        14          6      cauc  yes   midwest      yes
## 12989   830.96        14         26      cauc  yes   midwest       no
## 12990   308.64        18          0      cauc  yes   midwest      yes
## 12991   493.83        16         18      cauc  yes   midwest       no
## 12992   556.77        16          3      cauc  yes   midwest       no
## 12993   712.25        12          6      cauc  yes   midwest       no
## 12994    71.68        16          2      cauc  yes   midwest       no
## 12995    74.07        13         -1      cauc  yes   midwest      yes
## 12996   631.64        15         40      cauc  yes   midwest       no
## 12997   759.73        16          7      cauc  yes   midwest       no
## 12998   664.77        12         13      cauc  yes   midwest       no
## 12999   534.19        16          9      cauc  yes   midwest       no
## 13000  1068.38        16          9      cauc  yes   midwest       no
## 13001   997.15        12         43      cauc  yes   midwest       no
## 13002   902.18        16          8      cauc  yes   midwest       no
## 13003   522.32        12         33      afam  yes   midwest       no
## 13004   688.51         8         23      afam  yes   midwest       no
## 13005   522.32        16          2      cauc  yes   midwest       no
## 13006  1187.08        14         20      cauc  yes   midwest       no
## 13007  2805.81        16         23      cauc  yes   midwest       no
## 13008  1187.08        16         32      cauc  yes   midwest       no
## 13009   451.09        12          6      cauc  yes   midwest       no
## 13010   664.77        12         38      cauc  yes   midwest       no
## 13011   864.20        13         14      cauc  yes   midwest       no
## 13012  1139.60        18         17      cauc  yes   midwest       no
## 13013  2374.15        18         26      cauc  yes   midwest       no
## 13014   340.14        13          3      cauc  yes   midwest       no
## 13015   278.38        17          1      cauc  yes   midwest       no
## 13016   593.54        12         12      cauc  yes   midwest       no
## 13017   425.93        12          4      cauc  yes   midwest       no
## 13018   163.82        12          5      afam  yes   midwest       no
## 13019    82.72         8         52      afam  yes   midwest      yes
## 13020  1424.50        16         32      cauc  yes   midwest       no
## 13021   305.51        15          2      cauc  yes   midwest       no
## 13022   391.74        12          7      cauc  yes   midwest       no
## 13023   798.66        12          9      cauc  yes   midwest       no
## 13024   830.96        16         15      cauc  yes   midwest       no
## 13025   474.83        12          7      cauc  yes   midwest       no
## 13026   474.83        13          8      cauc  yes   midwest       no
## 13027   842.83        12         39      cauc  yes   midwest       no
## 13028   342.94        14         -1      cauc  yes   midwest       no
## 13029   905.35        15          7      cauc  yes   midwest       no
## 13030   997.15        16         12      cauc  yes   midwest       no
## 13031   469.14        15         10      cauc  yes   midwest       no
## 13032   567.90        16          4      cauc  yes   midwest       no
## 13033   237.42        14         48      cauc  yes   midwest       no
## 13034   451.09        14         12      cauc  yes   midwest       no
## 13035   578.58        18         12      cauc  yes   midwest       no
## 13036   925.93        18         14      cauc  yes   midwest       no
## 13037  1234.57        18         13      cauc  yes   midwest       no
## 13038   957.22        13         27      cauc  yes   midwest       no
## 13039   142.45        12          2      afam  yes   midwest       no
## 13040   213.68        12          0      afam  yes   midwest       no
## 13041   254.04        13         12      cauc  yes   midwest       no
## 13042   790.60        12         10      cauc  yes   midwest       no
## 13043   306.27        12         24      cauc  yes   midwest       no
## 13044   593.54        14         41      cauc  yes   midwest       no
## 13045  1068.38        16         13      cauc  yes   midwest       no
## 13046   522.32        12         11      cauc  yes   midwest       no
## 13047  1399.18        12         19      cauc  yes   midwest      yes
## 13048   712.25        12         29      cauc  yes   midwest       no
## 13049   569.80        12         43      cauc  yes   midwest       no
## 13050   854.70        18         40      cauc  yes   midwest       no
## 13051    51.85        16          1      cauc  yes   midwest      yes
## 13052   569.80        18         40      cauc  yes   midwest       no
## 13053   474.83        12          5      cauc  yes   midwest       no
## 13054   498.58        12         19      cauc  yes   midwest       no
## 13055   664.77        16          8      cauc  yes   midwest       no
## 13056   759.73        18          8      cauc  yes   midwest       no
## 13057   902.18        16         21      cauc  yes   midwest       no
## 13058  1187.08        14         16      cauc  yes   midwest       no
## 13059   949.67        13         23      cauc  yes   midwest       no
## 13060   534.19         8         48      cauc   no   midwest       no
## 13061   187.42        12         12      cauc   no   midwest       no
## 13062   759.73        16         17      cauc   no   midwest       no
## 13063   712.25        16         13      cauc   no   midwest       no
## 13064   235.43        11         51      cauc   no   midwest      yes
## 13065   222.41        13          0      cauc  yes   midwest       no
## 13066   569.80        12         38      cauc  yes   midwest       no
## 13067   569.80        12         16      cauc  yes   midwest       no
## 13068  1039.89        12         26      cauc   no   midwest       no
## 13069   474.46        12          3      cauc   no   midwest       no
## 13070   859.41        12         46      cauc  yes   midwest       no
## 13071   617.28        12         17      cauc  yes   midwest       no
## 13072   451.09         8         46      cauc   no   midwest       no
## 13073   726.50        12         18      cauc   no   midwest       no
## 13074   735.99        12         43      cauc   no   midwest       no
## 13075   233.20        18          5      cauc  yes   midwest      yes
## 13076    51.68        18          0      cauc  yes   midwest      yes
## 13077    54.20        17          0      cauc  yes   midwest      yes
## 13078   952.16        18         22      cauc   no   midwest       no
## 13079   695.63        18         13      cauc   no   midwest       no
## 13080   157.15        12          9      cauc   no   midwest       no
## 13081   474.83        12         26      cauc   no   midwest       no
## 13082   103.40        12         43      cauc  yes   midwest      yes
## 13083   519.94        12          4      cauc  yes   midwest       no
## 13084   522.32        12         23      cauc   no   midwest       no
## 13085   113.96        13          0      cauc   no   midwest      yes
## 13086   666.67        12         37      cauc   no   midwest       no
## 13087   544.35        18         18      cauc   no   midwest       no
## 13088   238.68        16         -1      cauc  yes   midwest       no
## 13089   207.63        12         12      cauc   no   midwest       no
## 13090   185.19        12          9      cauc   no   midwest       no
## 13091   290.24        12          6      cauc   no   midwest       no
## 13092   284.90        13          3      cauc   no   midwest       no
## 13093   730.01        11         36      cauc  yes   midwest       no
## 13094   498.58        18          7      cauc  yes   midwest       no
## 13095   783.48        18         21      cauc  yes   midwest       no
## 13096   546.06        12         43      cauc  yes   midwest       no
## 13097   190.88        12         13      cauc  yes   midwest       no
## 13098   406.77        12          8      cauc   no   midwest       no
## 13099   871.46         9         47      cauc   no   midwest       no
## 13100  2160.49        13          1      cauc   no   midwest       no
## 13101   498.58         8         42      cauc   no   midwest       no
## 13102  1481.48        18         10      cauc  yes   midwest       no
## 13103   284.90        12          2      cauc  yes   midwest       no
## 13104   432.10        15          7      cauc  yes   midwest       no
## 13105   254.97        12          7      cauc  yes   midwest      yes
## 13106   749.62        18         14      cauc  yes   midwest       no
## 13107   569.80        12         13      cauc   no   midwest       no
## 13108   451.09        12         17      cauc   no   midwest       no
## 13109   411.32        11         19      cauc  yes   midwest       no
## 13110   916.64        12         16      cauc  yes   midwest       no
## 13111   142.45        12         47      cauc  yes   midwest      yes
## 13112   459.59        12          8      cauc   no   midwest       no
## 13113  1068.38        18          9      cauc  yes   midwest       no
## 13114   655.27        12          8      cauc  yes   midwest       no
## 13115  1206.08        18         18      cauc  yes   midwest       no
## 13116   753.94        13         31      cauc  yes   midwest       no
## 13117   308.64        13         35      cauc   no   midwest       no
## 13118   640.55        14         10      cauc  yes   midwest       no
## 13119   728.87        18         17      cauc   no   midwest       no
## 13120   308.64        12         37      cauc   no   midwest       no
## 13121   198.05        12          4      cauc  yes   midwest       no
## 13122   569.80        12         32      cauc   no   midwest       no
## 13123   317.74        13          6      cauc   no   midwest       no
## 13124    67.28        12          1      cauc   no   midwest       no
## 13125   172.84        16         -1      cauc  yes   midwest      yes
## 13126   403.61        15          0      cauc  yes   midwest      yes
## 13127   474.83        14          9      cauc  yes   midwest       no
## 13128   365.59        16         41      cauc   no   midwest      yes
## 13129   231.48        12          8      cauc   no   midwest       no
## 13130   878.44        18          8      cauc   no   midwest       no
## 13131   676.66        16         29      cauc   no   midwest       no
## 13132   759.73        16         16      cauc   no   midwest       no
## 13133   830.96        12         17      cauc   no   midwest       no
## 13134   914.06        16         40      cauc  yes   midwest       no
## 13135  1068.38        18         15      cauc   no   midwest       no
## 13136   997.15        10         43      cauc  yes   midwest       no
## 13137   712.25        13         37      cauc  yes   midwest       no
## 13138  1377.02        18         24      cauc  yes   midwest       no
## 13139   216.05        14         -1      cauc  yes   midwest       no
## 13140  1020.89        14         27      cauc  yes   midwest       no
## 13141   356.13        12          3      cauc  yes   midwest       no
## 13142  1899.34        18         34      cauc  yes   midwest       no
## 13143  1092.12        16         12      cauc  yes   midwest       no
## 13144   664.77        15         14      cauc  yes   midwest       no
## 13145  1139.60        12         40      cauc  yes   midwest       no
## 13146   363.25        12          6      cauc  yes   midwest       no
## 13147   379.87        15          4      cauc  yes   midwest       no
## 13148   427.35        12         22      cauc  yes   midwest       no
## 13149   366.33        12         14      cauc   no   midwest       no
## 13150   546.06        12         15      cauc   no   midwest       no
## 13151   739.10        12         19      cauc   no   midwest       no
## 13152   282.53        12         20      cauc   no   midwest       no
## 13153   353.58        12         10      cauc   no   midwest       no
## 13154  1068.38        16         23      cauc  yes   midwest       no
## 13155    93.28         2         11      cauc  yes   midwest       no
## 13156   493.83        12          9      cauc  yes   midwest       no
## 13157   273.03        14         24      cauc  yes   midwest       no
## 13158   320.46        12         11      cauc   no   midwest       no
## 13159   593.54        11          6      cauc   no   midwest       no
## 13160   695.70        12         16      cauc  yes   midwest       no
## 13161   505.58        12         15      cauc   no   midwest       no
## 13162   541.98        16          9      cauc  yes   midwest       no
## 13163   192.04        15          4      cauc  yes   midwest       no
## 13164   237.04        16          1      cauc  yes   midwest      yes
## 13165   688.51        12         40      cauc  yes   midwest       no
## 13166  1044.63        16         15      cauc  yes   midwest       no
## 13167   123.46        16          2      cauc  yes   midwest      yes
## 13168    61.73        16          2      cauc  yes   midwest      yes
## 13169   802.47        17         36      cauc  yes   midwest       no
## 13170   390.95        18         42      cauc  yes   midwest      yes
## 13171   807.22        18         16      cauc  yes   midwest       no
## 13172   569.80        14         25      cauc  yes   midwest       no
## 13173   237.42        13         14      cauc  yes   midwest       no
## 13174   107.00        12          1      cauc  yes   midwest       no
## 13175   712.25        16         12      cauc   no   midwest       no
## 13176   284.90         9         19      cauc  yes   midwest       no
## 13177   391.74         0         33      cauc  yes   midwest       no
## 13178   383.19        15          9      cauc   no   midwest       no
## 13179   403.61        12         32      cauc   no   midwest       no
## 13180   131.67        15          1      cauc   no   midwest      yes
## 13181   569.80        12         12      cauc   no   midwest       no
## 13182   629.15        12         10      cauc   no   midwest       no
## 13183   427.35        13         19      cauc   no   midwest       no
## 13184   593.54        18         10      cauc  yes   midwest       no
## 13185   498.58        18          4      cauc  yes   midwest       no
## 13186   453.51        12          8      cauc  yes   midwest       no
## 13187   427.35        18          8      cauc  yes   midwest       no
## 13188    80.72        15          7      cauc  yes   midwest      yes
## 13189   417.85         9         16      cauc  yes   midwest       no
## 13190   498.58        10         15      cauc  yes   midwest       no
## 13191   983.62        18         12      cauc  yes   midwest       no
## 13192   332.38        14         16      afam  yes   midwest       no
## 13193    92.59        13         -1      afam  yes   midwest      yes
## 13194  1258.17        18          5      cauc  yes   midwest       no
## 13195   537.87        12         30      cauc   no   midwest       no
## 13196   546.06        18         28      cauc   no   midwest       no
## 13197   494.78        18         38      cauc   no   midwest       no
## 13198   664.77        16         38      cauc   no   midwest       no
## 13199   712.25        14         31      cauc   no   midwest       no
## 13200   246.91        11          4      cauc  yes   midwest       no
## 13201   339.51        15          0      cauc  yes   midwest       no
## 13202   925.93        12         18      cauc  yes   midwest       no
## 13203   142.45        12         36      cauc  yes   midwest      yes
## 13204   205.76        12         12      cauc  yes   midwest       no
## 13205   161.44        14          0      cauc   no   midwest      yes
## 13206   522.32        14         11      cauc   no   midwest       no
## 13207   185.19        18         34      cauc   no   midwest       no
## 13208   269.11        12          3      cauc   no   midwest       no
## 13209   622.13        13         21      cauc   no   midwest       no
## 13210   284.90        11          7      cauc   no   midwest       no
## 13211   188.96        18          3      cauc   no   midwest       no
## 13212   925.93        12         12      cauc   no   midwest       no
## 13213   735.99        12         32      cauc   no   midwest       no
## 13214   293.21         8         43      cauc  yes   midwest       no
## 13215   479.58        13         21      cauc  yes   midwest       no
## 13216    90.02        18          0      cauc  yes   midwest       no
## 13217   593.54        16          3      cauc  yes   midwest       no
## 13218   522.32         9         21      cauc   no   midwest       no
## 13219   830.96        14         35      cauc  yes   midwest       no
## 13220   522.32        12         40      cauc   no   midwest       no
## 13221   519.94        16          6      cauc  yes   midwest       no
## 13222   593.54        18         19      cauc  yes   midwest       no
## 13223   712.25        11         14      cauc  yes   midwest       no
## 13224   949.67        13         34      cauc  yes   midwest       no
## 13225   451.09        12         25      cauc  yes   midwest       no
## 13226   237.42        12         10      cauc  yes   midwest       no
## 13227   379.87        11         47      cauc  yes   midwest       no
## 13228   593.54        14          5      cauc  yes   midwest       no
## 13229   783.48        12         19      cauc  yes   midwest       no
## 13230   427.35        12          4      cauc  yes   midwest       no
## 13231   536.56        11         16      cauc  yes   midwest       no
## 13232   498.58        13         22      cauc   no   midwest       no
## 13233   569.80        13         11      cauc   no   midwest       no
## 13234   784.66        12         25      cauc   no   midwest      yes
## 13235   152.26        14         -1      cauc   no   midwest       no
## 13236   460.32        12         22      cauc   no   midwest       no
## 13237   232.96        14          9      cauc   no   midwest       no
## 13238   830.96        14         10      cauc   no   midwest       no
## 13239   332.38        12         10      cauc   no   midwest       no
## 13240   318.14        12          5      cauc   no   midwest       no
## 13241   484.33        12          8      cauc  yes   midwest       no
## 13242   569.80        16         21      cauc  yes   midwest       no
## 13243   726.22        12         11      cauc  yes   midwest       no
## 13244   830.96        12         13      cauc  yes   midwest       no
## 13245   220.80        14          0      cauc   no   midwest       no
## 13246   712.25        12         26      cauc  yes   midwest       no
## 13247   390.95        18          0      cauc  yes   midwest       no
## 13248   112.23        12          4      cauc   no   midwest       no
## 13249   234.00        12          4      cauc   no   midwest       no
## 13250   106.84        12          1      cauc   no   midwest      yes
## 13251   166.19         8         28      cauc   no   midwest       no
## 13252   213.68        10         20      cauc   no   midwest       no
## 13253    65.10        18         30      cauc  yes   midwest      yes
## 13254   462.44        13         15      cauc   no   midwest       no
## 13255   386.06        11          3      cauc   no   midwest       no
## 13256   557.93        14          9      cauc  yes   midwest       no
## 13257  1068.38        12         16      cauc  yes   midwest       no
## 13258  1353.28        16         38      cauc  yes   midwest       no
## 13259   593.54        14          4      cauc  yes   midwest       no
## 13260   490.72        13         23      cauc   no   midwest       no
## 13261   230.29        14         25      cauc   no   midwest      yes
## 13262   641.03        17          2      cauc   no   midwest       no
## 13263   617.28        12         12      cauc   no   midwest       no
## 13264   452.97        12         10      cauc  yes   midwest       no
## 13265   540.12        12         10      cauc  yes   midwest       no
## 13266   532.31        12         20      cauc   no   midwest       no
## 13267   304.15        18         22      cauc   no   midwest       no
## 13268   593.54        12         12      cauc   no   midwest       no
## 13269   403.61        12         11      cauc   no   midwest       no
## 13270   667.14        17         11      cauc   no   midwest       no
## 13271   670.96        18         17      cauc  yes   midwest       no
## 13272   573.19        12         24      cauc  yes   midwest       no
## 13273   257.89        10         45      cauc  yes   midwest       no
## 13274   731.48        12         21      cauc   no   midwest       no
## 13275   657.64        18         13      cauc   no   midwest       no
## 13276   634.09        12         23      cauc   no   midwest       no
## 13277   811.97        12         11      cauc   no   midwest       no
## 13278   291.55        12         35      cauc   no   midwest       no
## 13279   261.16        16          6      cauc  yes   midwest       no
## 13280   522.32        15          0      cauc  yes   midwest       no
## 13281   546.06        14         10      cauc  yes   midwest       no
## 13282   569.80        13         21      cauc  yes   midwest       no
## 13283   402.02         6         22      cauc  yes   midwest       no
## 13284   759.73        16          9      cauc  yes   midwest       no
## 13285   712.25        12         24      cauc  yes   midwest       no
## 13286   641.03        17          2      cauc  yes   midwest       no
## 13287   712.25        18          8      cauc  yes   midwest       no
## 13288   123.46        12         17      cauc  yes   midwest      yes
## 13289   189.93        10         16      afam  yes   midwest       no
## 13290   451.09        11          8      cauc  yes   midwest       no
## 13291   807.22        16          9      cauc  yes   midwest       no
## 13292   223.17        16          0      cauc  yes   midwest      yes
## 13293   725.66        12         22      cauc   no   midwest       no
## 13294   664.77         9         42      cauc   no   midwest       no
## 13295   688.51        14         14      cauc   no   midwest       no
## 13296  1395.60        16         32      cauc  yes   midwest       no
## 13297   809.59        17         12      cauc  yes   midwest       no
## 13298   497.72        18          9      cauc   no   midwest       no
## 13299   123.46        16          2      cauc   no   midwest      yes
## 13300   342.01        18         39      cauc  yes   midwest       no
## 13301  1543.21        18         24      cauc  yes   midwest       no
## 13302   925.93        12         44      cauc  yes   midwest       no
## 13303   118.71        14          2      cauc  yes   midwest      yes
## 13304   617.28        12         31      cauc  yes   midwest       no
## 13305  1210.83        18         24      cauc  yes     south       no
## 13306  1068.38        16         28      cauc  yes     south       no
## 13307   593.54        12         23      cauc  yes     south       no
## 13308   830.96        12         36      cauc  yes     south       no
## 13309   237.42        12         13      cauc  yes     south       no
## 13310   759.73        10         36      cauc  yes     south       no
## 13311   370.37        11          8      cauc  yes     south       no
## 13312   645.77        16          7      cauc  yes     south       no
## 13313   142.57        10         34      cauc  yes     south      yes
## 13314   949.67        12         14      cauc  yes     south       no
## 13315   830.96        12         16      cauc  yes     south       no
## 13316   664.77        12         13      cauc  yes     south       no
## 13317  1440.33        16          6      cauc  yes     south       no
## 13318   189.93        12          5      afam  yes     south       no
## 13319   833.74        13         35      cauc  yes     south       no
## 13320   795.35        14          8      cauc  yes     south       no
## 13321   603.04        18          4      cauc  yes     south       no
## 13322   949.67        12         12      cauc  yes     south       no
## 13323   678.77        12         28      cauc  yes     south       no
## 13324   427.35        12          5      cauc  yes     south       no
## 13325   498.58        14         20      cauc  yes     south       no
## 13326   617.28        12         27      afam  yes     south       no
## 13327   949.67        12         24      cauc  yes     south       no
## 13328   503.32        12         15      cauc  yes     south       no
## 13329   257.20        11         19      cauc  yes     south       no
## 13330   474.83        13          7      cauc  yes     south       no
## 13331  1037.51        16         15      cauc  yes     south       no
## 13332   500.95        17          1      cauc  yes     south       no
## 13333   712.25        13         11      cauc  yes     south       no
## 13334  1543.21        18         22      cauc  yes     south       no
## 13335  1024.86        18         11      cauc  yes     south       no
## 13336   739.72        12         23      cauc  yes     south       no
## 13337   146.26        14         -1      cauc  yes     south       no
## 13338  1020.89        17         18      cauc  yes     south       no
## 13339   356.13        14         46      cauc  yes     south       no
## 13340   617.28        16          4      cauc  yes     south       no
## 13341   140.36        18          6      afam  yes     south      yes
## 13342   902.18        12         31      cauc  yes     south       no
## 13343   811.97        12         34      cauc  yes     south       no
## 13344   142.45        15          2      cauc  yes     south      yes
## 13345   617.28        13         10      cauc  yes     south       no
## 13346   470.09        15          2      cauc  yes     south       no
## 13347   569.80        16          3      cauc  yes     south       no
## 13348   569.61        12         21      cauc  yes     south       no
## 13349  1020.89         8         38      cauc  yes     south       no
## 13350   189.93        12          5      cauc  yes     south       no
## 13351   356.13        13          9      cauc  yes     south       no
## 13352   158.73        10         23      cauc  yes     south       no
## 13353   237.42        12         16      afam  yes     south      yes
## 13354   735.99        15         23      afam  yes     south       no
## 13355   686.21        14          8      cauc  yes     south       no
## 13356   379.87         8         44      cauc  yes     south       no
## 13357   854.70        12         10      cauc  yes     south       no
## 13358   134.19         8          7      cauc  yes     south       no
## 13359   277.78         8         28      cauc  yes     south      yes
## 13360   599.06        12         15      cauc  yes     south       no
## 13361   522.32        12         12      cauc  yes     south       no
## 13362   543.16        12         23      cauc  yes     south       no
## 13363   830.96        18         28      cauc  yes     south       no
## 13364   522.32        16          5      cauc  yes     south       no
## 13365   427.35        16          2      cauc  yes     south       no
## 13366   356.13        14          2      cauc  yes     south       no
## 13367   237.42        12          0      cauc  yes     south       no
## 13368  1115.86        14         12      afam  yes     south       no
## 13369   712.25        12          9      cauc  yes     south       no
## 13370   949.67        12         28      cauc  yes     south       no
## 13371  2374.15        16         27      cauc  yes     south       no
## 13372    61.73        16          0      cauc  yes     south      yes
## 13373  1500.85        18         14      cauc  yes     south       no
## 13374   925.93        12         41      cauc  yes     south       no
## 13375   504.04        12         17      cauc  yes     south       no
## 13376   859.59        12         25      cauc  yes     south       no
## 13377   170.94        16         -1      cauc  yes     south      yes
## 13378   325.93        18         19      cauc  yes     south       no
## 13379   237.42        12          2      cauc  yes     south       no
## 13380   617.28        17          8      cauc  yes     south       no
## 13381   522.32        11         40      cauc  yes     south       no
## 13382  1115.86        12         22      cauc  yes     south       no
## 13383   755.86        13         19      cauc  yes     south       no
## 13384   973.41        18         16      cauc  yes     south       no
## 13385   664.58        14         20      cauc  yes     south       no
## 13386   712.25        16         18      cauc  yes     south       no
## 13387   522.32        14         14      cauc  yes     south       no
## 13388   593.54        16         11      cauc  yes     south       no
## 13389  1163.34        12         18      cauc  yes     south       no
## 13390   830.96        12         12      cauc  yes     south       no
## 13391    63.82        10          2      cauc  yes     south      yes
## 13392   997.15        17         28      cauc  yes     south       no
## 13393   415.48         9         24      cauc  yes     south       no
## 13394   641.03        14          6      cauc  yes     south       no
## 13395   294.40        12         12      cauc  yes     south       no
## 13396   722.13        18          9      cauc  yes     south       no
## 13397   427.35        12         22      cauc  yes     south       no
## 13398   166.19        13         -1      cauc  yes     south      yes
## 13399   783.48        11         36      cauc  yes     south       no
## 13400   474.83        13          5      cauc  yes     south       no
## 13401  1051.85        13         13      cauc  yes     south       no
## 13402   474.83        12          1      cauc  yes     south      yes
## 13403  1187.08        18         14      cauc  yes     south       no
## 13404   586.42        14         22      cauc  yes     south       no
## 13405   771.60        14         30      cauc  yes     south       no
## 13406   112.23        16         -1      cauc  yes     south      yes
## 13407   356.13        12         35      cauc  yes     south       no
## 13408   127.73        15         -1      cauc  yes     south       no
## 13409   536.56        12         19      cauc  yes     south       no
## 13410   205.76        10          7      cauc  yes     south       no
## 13411   119.93        10          6      cauc  yes     south       no
## 13412   149.21        10          2      afam  yes     south      yes
## 13413   712.25        12         21      cauc  yes     south       no
## 13414   759.73        16          9      cauc  yes     south       no
## 13415  1234.57        14         26      cauc  yes     south       no
## 13416   220.80        12          2      cauc  yes     south      yes
## 13417   213.68        12          1      afam  yes     south       no
## 13418   581.67        18          5      cauc  yes     south       no
## 13419   356.13        11          5      cauc  yes     south       no
## 13420   783.48        12         18      cauc  yes     south       no
## 13421   569.80        14         14      cauc  yes     south       no
## 13422   949.67        15         21      cauc  yes     south       no
## 13423   123.46        12          1      cauc  yes     south      yes
## 13424   335.10        14          5      cauc  yes     south       no
## 13425   712.25        18         26      cauc  yes     south       no
## 13426   439.22        11         37      afam  yes     south      yes
## 13427   726.22        11         38      cauc  yes     south       no
## 13428  1068.38        12         28      cauc  yes     south       no
## 13429   205.76        12         24      cauc  yes     south       no
## 13430   890.31        16         39      cauc  yes     south       no
## 13431   830.96        16         27      cauc  yes     south       no
## 13432   595.32        16         13      cauc  yes     south       no
## 13433   379.87        12          7      cauc  yes     south       no
## 13434   189.93        14         11      cauc  yes     south       no
## 13435  1286.01        11         36      cauc  yes     south       no
## 13436   848.77        10         27      cauc  yes     south       no
## 13437   166.19        14          2      cauc  yes     south       no
## 13438  1115.86        14         26      cauc  yes     south       no
## 13439  1377.02        16         14      cauc  yes     south       no
## 13440  1543.21        16         24      cauc  yes     south       no
## 13441   242.50        17          0      cauc  yes     south       no
## 13442  1068.38        16         18      cauc  yes     south       no
## 13443   569.80        14         29      cauc  yes     south       no
## 13444  1369.97        12         24      afam  yes     south       no
## 13445  1187.08        17         23      cauc  yes     south       no
## 13446   249.29        12          1      cauc  yes     south       no
## 13447   474.83        12         10      cauc  yes     south       no
## 13448  1543.21        18         31      cauc  yes     south       no
## 13449  1780.63        16         23      cauc  yes     south       no
## 13450  1305.79        16         11      cauc  yes     south       no
## 13451   949.67        14          6      cauc  yes     south       no
## 13452   949.67        14         28      cauc  yes     south       no
## 13453   474.83        12         44      afam  yes     south       no
## 13454   499.29        12          3      afam  yes     south      yes
## 13455  3086.42        13         -1      cauc  yes     south      yes
## 13456   759.73        16         14      cauc  yes     south       no
## 13457   712.25        16         12      cauc  yes     south       no
## 13458   712.25        14         20      cauc  yes     south       no
## 13459   902.18        10         36      cauc  yes     south       no
## 13460   541.31        12          8      cauc  yes     south       no
## 13461   185.19        13          0      cauc  yes     south       no
## 13462  2374.15        12         35      cauc  yes     south       no
## 13463   514.40        13          3      cauc  yes     south       no
## 13464  1068.38        15         30      cauc  yes     south       no
## 13465   664.77        12          8      cauc  yes     south       no
## 13466   783.48        16         15      cauc  yes     south       no
## 13467   987.65        16         38      cauc  yes     south       no
## 13468   569.80        16          4      cauc  yes     south       no
## 13469   982.62        18         13      cauc  yes     south       no
## 13470   949.67        12         33      cauc  yes     south       no
## 13471   949.67        16         25      cauc  yes     south       no
## 13472   735.99        13         40      cauc  yes     south       no
## 13473   546.06        12         22      cauc  yes     south       no
## 13474   593.54        12         10      cauc  yes     south       no
## 13475   668.72        14         12      cauc  yes     south       no
## 13476   593.54        14          4      cauc  yes     south       no
## 13477   712.25        16         16      cauc  yes     south       no
## 13478   165.43        14          0      cauc  yes     south       no
## 13479   865.95        16         15      cauc  yes     south       no
## 13480    67.41        13          0      cauc  yes     south      yes
## 13481   237.42        12          8      cauc  yes     south       no
## 13482   743.51        11         36      cauc  yes     south       no
## 13483   712.25        14         25      cauc  yes     south       no
## 13484   213.68        18          9      afam  yes     south      yes
## 13485   712.25        12         24      cauc  yes     south       no
## 13486   949.67        17          7      cauc  yes     south       no
## 13487   591.90        12         11      cauc  yes     south       no
## 13488   271.60        12          0      cauc  yes     south       no
## 13489   815.12        12         13      cauc  yes     south       no
## 13490   474.83        15          1      cauc  yes     south       no
## 13491   593.54        14          8      cauc  yes     south       no
## 13492   830.96        14         45      cauc  yes     south       no
## 13493   427.35        11         32      cauc  yes     south       no
## 13494   593.54        12         37      cauc  yes     south       no
## 13495   163.58        17         17      cauc  yes     south       no
## 13496   879.82        18         27      cauc  yes     south       no
## 13497   393.52        12         14      cauc  yes     south       no
## 13498   451.09        14          5      cauc  yes     south       no
## 13499   225.55        12         10      cauc  yes     south       no
## 13500   463.89        11          7      cauc  yes     south       no
## 13501   308.64        12          5      cauc   no     south       no
## 13502   643.00        12         19      cauc   no     south       no
## 13503   320.99        11          8      cauc   no     south       no
## 13504   498.58        12         15      cauc   no     south       no
## 13505   427.35        12         27      cauc   no     south       no
## 13506   997.15        14         17      cauc   no     south       no
## 13507   189.93        17         36      cauc   no     south      yes
## 13508   250.71        12          0      cauc   no     south       no
## 13509   593.54        12         19      afam   no     south       no
## 13510   102.47        10          2      afam   no     south       no
## 13511   593.54        14         21      cauc   no     south       no
## 13512   474.83        12         28      cauc   no     south       no
## 13513   237.42        12          3      cauc   no     south       no
## 13514   403.61        14         18      afam   no     south       no
## 13515   237.42        13          4      cauc   no     south       no
## 13516   403.61        10         13      cauc   no     south       no
## 13517   604.69        14         11      cauc   no     south       no
## 13518   308.64        12         12      afam   no     south       no
## 13519   429.41        16         10      cauc   no     south       no
## 13520   349.00        12          6      cauc   no     south       no
## 13521   593.54        14         19      afam   no     south       no
## 13522   617.28        12         22      cauc   no     south       no
## 13523   284.90        12          3      cauc   no     south       no
## 13524   427.35        12         15      cauc   no     south       no
## 13525   641.03        12         22      cauc   no     south       no
## 13526    99.72        12         47      cauc   no     south      yes
## 13527   664.77        12         29      cauc   no     south       no
## 13528   598.29        16         23      cauc   no     south       no
## 13529   664.77        12          7      afam   no     south       no
## 13530   802.47        12         11      cauc   no     south       no
## 13531   593.54        11         29      cauc   no     south       no
## 13532   474.83        14          4      cauc   no     south       no
## 13533   902.18        14         22      cauc   no     south       no
## 13534   664.77        12         15      afam   no     south       no
## 13535   108.02        11          1      cauc   no     south       no
## 13536   308.64        13         45      cauc   no     south       no
## 13537   889.51        16         10      cauc   no     south       no
## 13538   332.38        12         31      cauc   no     south       no
## 13539   405.98        10         23      afam   no     south       no
## 13540   925.93        16         18      cauc   no     south       no
## 13541   625.93        13         32      cauc   no     south       no
## 13542   244.44        13         17      cauc   no     south       no
## 13543   593.54        12         22      cauc   no     south       no
## 13544   705.47        12         19      cauc   no     south       no
## 13545   960.92        12         40      cauc   no     south       no
## 13546   203.19        12          8      cauc   no     south       no
## 13547   136.75         8         50      cauc   no     south      yes
## 13548   562.31        12         29      cauc   no     south       no
## 13549   403.61        10         41      afam   no     south       no
## 13550  1187.08        12         40      cauc   no     south       no
## 13551   284.90        12          1      cauc   no     south       no
## 13552   130.58        12          0      cauc   no     south      yes
## 13553  1044.63        12         15      cauc   no     south       no
## 13554   296.30        12         15      cauc   no     south       no
## 13555   356.13        12         13      cauc   no     south       no
## 13556   474.83        12          9      cauc   no     south       no
## 13557   546.06        10         22      cauc   no     south       no
## 13558   356.13        12          2      cauc   no     south       no
## 13559   522.32        12         48      cauc   no     south       no
## 13560   973.41        16         16      cauc   no     south       no
## 13561   474.83        12         23      cauc   no     south       no
## 13562   356.13        11          4      afam   no     south       no
## 13563   783.48        16         12      cauc   no     south       no
## 13564  1163.34        16         14      cauc   no     south       no
## 13565   403.61        12         23      cauc   no     south       no
## 13566   280.63        16         35      cauc   no     south       no
## 13567   341.88        16         23      cauc   no     south       no
## 13568    90.02        14         -1      cauc   no     south      yes
## 13569   296.77        18         24      cauc   no     south       no
## 13570   379.87         8         42      cauc   no     south       no
## 13571   707.50        18         22      cauc   no     south       no
## 13572   474.83        13         16      cauc   no     south       no
## 13573   743.26        16          5      cauc   no     south       no
## 13574  1130.10        18         17      cauc   no     south       no
## 13575   255.46         9         35      cauc   no     south       no
## 13576   308.64         9         11      afam   no     south       no
## 13577   522.32         9         37      cauc   no     south       no
## 13578   474.83        12         22      cauc   no     south       no
## 13579   676.64        16         14      cauc   no     south       no
## 13580   949.67        18         22      cauc   no     south       no
## 13581   920.75        14         14      cauc   no     south       no
## 13582   474.83        12          6      cauc   no     south       no
## 13583   320.51        14          4      cauc   no     south       no
## 13584   241.43        11          2      cauc   no     south       no
## 13585   976.97        17         13      cauc   no     south       no
## 13586   854.70        14         23      cauc   no     south       no
## 13587   565.05        12         12      cauc   no     south       no
## 13588   356.13        12         14      cauc   no     south       no
## 13589   271.32        13          4      cauc   no     south       no
## 13590   356.13        11         47      cauc   no     south       no
## 13591   222.22         9         24      cauc   no     south       no
## 13592   925.93        16         12      afam   no     south       no
## 13593   735.99        16         38      cauc   no     south       no
## 13594   356.13         6         39      cauc   no     south       no
## 13595   925.93        12         16      cauc   no     south       no
## 13596   370.37        14         20      cauc   no     south       no
## 13597   237.42        12          3      cauc   no     south       no
## 13598   237.42        12          2      cauc   no     south       no
## 13599   759.73        16          4      cauc   no     south       no
## 13600   498.58        13          6      cauc  yes     south       no
## 13601   664.01        18          6      cauc  yes     south       no
## 13602   185.19         9          9      cauc  yes     south       no
## 13603  1000.07        13         28      cauc  yes     south       no
## 13604   959.16        16         18      cauc  yes     south       no
## 13605   617.28        16         18      cauc  yes     south       no
## 13606  1543.21        16          9      cauc  yes     south       no
## 13607   949.67        18         11      cauc  yes     south       no
## 13608   493.83        13          7      cauc  yes     south       no
## 13609   648.15        18          4      afam  yes     south       no
## 13610  1039.89        17         21      cauc  yes     south       no
## 13611   123.46        17         -1      cauc  yes     south       no
## 13612   985.28        14         23      afam  yes     south       no
## 13613  1282.05        17         11      cauc  yes     south       no
## 13614   712.25        13         36      afam  yes     south       no
## 13615   546.06        12         18      afam  yes     south       no
## 13616   318.52        12          2      afam  yes     south       no
## 13617   664.77        12         49      cauc  yes     south       no
## 13618  1210.83        17         29      afam  yes     south       no
## 13619   688.51        12         24      cauc  yes     south       no
## 13620    59.35        13         -1      cauc  yes     south      yes
## 13621   759.73        12         27      afam  yes     south       no
## 13622   203.78        14          4      cauc  yes     south       no
## 13623   712.25        12         24      cauc  yes     south       no
## 13624  1020.89        18         14      afam  yes     south       no
## 13625   664.77        14         21      afam  yes     south       no
## 13626   301.52        12          2      cauc  yes     south       no
## 13627   451.09        16          0      cauc  yes     south       no
## 13628   712.25        10         14      cauc  yes     south       no
## 13629   403.29        16         11      cauc  yes     south       no
## 13630   997.15        17         31      cauc  yes     south       no
## 13631  1424.50        16         27      cauc  yes     south       no
## 13632   298.77         7         27      afam  yes     south       no
## 13633   546.06        18          5      afam  yes     south       no
## 13634   441.60        16          6      cauc  yes     south       no
## 13635   688.51        12         18      cauc  yes     south       no
## 13636   415.48        15         16      cauc  yes     south       no
## 13637   830.96        13         29      cauc  yes     south       no
## 13638   830.96        13         31      cauc  yes     south       no
## 13639  1126.50        16         32      cauc  yes     south       no
## 13640   155.17        12          2      cauc  yes     south       no
## 13641   899.64        13         10      cauc  yes     south       no
## 13642  1187.08        16         30      cauc  yes     south       no
## 13643  1725.81        17         31      cauc  yes     south       no
## 13644   759.73        12         24      cauc  yes     south       no
## 13645   356.13        17          4      cauc  yes     south      yes
## 13646   546.06        16          6      cauc  yes     south       no
## 13647   719.54        14          6      cauc  yes     south       no
## 13648   593.54        17         12      cauc  yes     south       no
## 13649  2168.08        16         33      cauc  yes     south       no
## 13650   427.35         5         25      afam  yes     south       no
## 13651   783.48        16         15      cauc  yes     south       no
## 13652   498.58        14         10      cauc  yes     south       no
## 13653   462.96        16         -1      cauc  yes     south       no
## 13654  1187.08        18         28      cauc  yes     south       no
## 13655   451.09        18         12      cauc  yes     south       no
## 13656   688.51        14          8      cauc  yes     south       no
## 13657   586.42        12         21      cauc  yes     south       no
## 13658  1044.63        12         40      cauc  yes     south       no
## 13659   474.83        12         19      cauc  yes     south       no
## 13660  1282.05        18         15      cauc  yes     south       no
## 13661   157.41        13          0      cauc  yes     south       no
## 13662  1685.66        18          9      cauc  yes     south       no
## 13663   664.77        12         21      cauc  yes     south       no
## 13664  1234.57        16         14      cauc  yes     south       no
## 13665  1424.50        18         22      cauc  yes     south       no
## 13666   358.02        15         -1      cauc  yes     south       no
## 13667   593.54        14         21      afam  yes     south       no
## 13668   937.80        16         10      cauc  yes     south       no
## 13669   301.99        12         10      cauc  yes     south       no
## 13670   493.83        11          3      cauc  yes     south       no
## 13671   805.56        18          7      afam  yes     south       no
## 13672   830.96        12         44      cauc  yes     south       no
## 13673   830.96        11         39      cauc  yes     south       no
## 13674   308.64        10         10      cauc  yes     south       no
## 13675   669.52        15          4      afam  yes     south       no
## 13676  1020.89        17         27      cauc  yes     south       no
## 13677   735.99        16         26      afam  yes     south       no
## 13678   427.35        18         12      cauc  yes     south       no
## 13679   656.69        12          8      cauc  yes     south       no
## 13680  1305.79        16         14      cauc  yes     south       no
## 13681   997.15        18         14      cauc  yes     south       no
## 13682   189.93        18          6      cauc  yes     south       no
## 13683  1103.99        12         29      cauc  yes     south       no
## 13684  1067.81        17         30      cauc  yes     south       no
## 13685   200.93         6         14      cauc  yes     south       no
## 13686   395.06         0         42      cauc  yes     south       no
## 13687   205.86         1         25      cauc  yes     south       no
## 13688   807.22        10         43      cauc  yes     south       no
## 13689   320.99        12          1      cauc  yes     south       no
## 13690   601.85        12          6      cauc  yes     south       no
## 13691   686.13        13         16      cauc  yes     south       no
## 13692  1068.38        18         14      cauc  yes     south       no
## 13693   246.91        12         16      cauc  yes     south       no
## 13694   830.96        12         29      cauc  yes     south       no
## 13695  1305.79        18         28      cauc  yes     south       no
## 13696   593.54        18         16      cauc  yes     south       no
## 13697   807.22        13         27      cauc  yes     south       no
## 13698   744.73        18         23      cauc  yes     south       no
## 13699   584.05        17          3      cauc  yes     south       no
## 13700  1024.67        16         29      cauc  yes     south       no
## 13701   320.99        18          0      cauc  yes     south       no
## 13702   257.10        15         -1      cauc  yes     south       no
## 13703   712.25         9         38      cauc  yes     south       no
## 13704  1068.38        18         13      cauc  yes     south       no
## 13705   826.21        12         15      cauc  yes     south       no
## 13706  1089.32        14         15      cauc  yes     south       no
## 13707  1614.43        18         17      cauc  yes     south       no
## 13708   617.28        12         43      cauc  yes     south       no
## 13709   854.70        14         32      cauc  yes     south       no
## 13710   735.99        18         10      cauc  yes     south       no
## 13711  1631.05        18         24      cauc  yes     south       no
## 13712    51.85        16         -1      cauc  yes     south      yes
## 13713  1282.05        15         18      cauc  yes     south       no
## 13714   735.99        12         32      afam  yes     south       no
## 13715   308.64        10         10      afam  yes     south       no
## 13716   759.73        12         25      afam  yes     south       no
## 13717  1115.86        18         34      afam  yes     south       no
## 13718   474.83        18         11      cauc  yes     south       no
## 13719   894.16         7         46      cauc  yes     south       no
## 13720  1087.37        15         25      cauc  yes     south       no
## 13721   854.70        12         18      cauc  yes     south       no
## 13722   135.33        16          7      afam  yes     south       no
## 13723   399.42        13          5      afam  yes     south      yes
## 13724   284.90        13          6      afam  yes     south       no
## 13725  1804.37        16         10      cauc  yes     south       no
## 13726   440.65        15          4      cauc  yes     south       no
## 13727   617.28        12         18      cauc  yes     south       no
## 13728   830.96        13          9      afam  yes     south       no
## 13729   617.28        12         12      afam  yes     south       no
## 13730   123.46        14          0      cauc  yes     south      yes
## 13731    61.73        18         33      cauc  yes     south      yes
## 13732   593.54        10         17      cauc  yes     south       no
## 13733   843.52        14         24      cauc  yes     south       no
## 13734   315.74        15          0      cauc  yes     south      yes
## 13735  1108.64        18         28      cauc  yes     south       no
## 13736   525.17        13         17      cauc  yes     south       no
## 13737   897.44        13         18      cauc  yes     south       no
## 13738   440.92        12          0      cauc  yes     south      yes
## 13739   227.33        12          0      afam  yes     south       no
## 13740   546.06        13          4      cauc  yes     south       no
## 13741   417.85        16         12      cauc  yes     south       no
## 13742   759.73        12         13      cauc  yes     south       no
## 13743   735.99        13         21      cauc  yes     south       no
## 13744    61.73        14         -1      cauc  yes     south      yes
## 13745  1098.25        12         26      cauc  yes     south       no
## 13746   237.42        13          0      cauc  yes     south       no
## 13747    92.59        12          2      afam  yes     south      yes
## 13748  1187.08        14         28      afam  yes     south       no
## 13749   593.54        15          7      afam  yes     south       no
## 13750  1044.63        12         22      afam  yes     south       no
## 13751  1282.05        16         23      cauc  yes     south       no
## 13752  1580.40        18         34      cauc  yes     south       no
## 13753   369.54        16          2      cauc  yes     south       no
## 13754   197.22        16          0      cauc  yes     south      yes
## 13755    71.23        14         43      cauc  yes     south      yes
## 13756   807.74        12         16      cauc  yes     south       no
## 13757   830.96        12         13      cauc  yes     south       no
## 13758   474.83         8         37      cauc  yes     south       no
## 13759    54.69        12          1      cauc  yes     south       no
## 13760   664.77        16         18      cauc  yes     south       no
## 13761   641.03        13         17      cauc  yes     south       no
## 13762   688.51        15          9      cauc  yes     south       no
## 13763  1028.40        12         31      cauc  yes     south       no
## 13764   314.81        11          6      cauc  yes     south       no
## 13765   328.40        14          4      cauc  yes     south       no
## 13766   498.58        11         26      cauc  yes     south       no
## 13767   118.71        15         -1      afam  yes     south      yes
## 13768  1000.69        18         17      cauc  yes     south       no
## 13769   712.25        12         19      cauc  yes     south       no
## 13770   759.73        12         19      cauc  yes     south       no
## 13771   712.25        14         10      cauc  yes     south       no
## 13772   959.45        18          9      cauc  yes     south       no
## 13773  1424.50        18         19      cauc  yes     south       no
## 13774   830.96        14         27      cauc  yes     south       no
## 13775   534.19        18          6      cauc  yes     south       no
## 13776   759.73        14         16      afam  yes     south       no
## 13777   252.53        15          4      afam  yes     south       no
## 13778    92.59        14          4      afam  yes     south       no
## 13779   308.64        16         29      afam  yes     south       no
## 13780   712.25        11         29      cauc  yes     south       no
## 13781   688.51        12         18      cauc  yes     south       no
## 13782   593.54        12         26      cauc  yes     south       no
## 13783   824.74        16          4      cauc  yes     south       no
## 13784   694.44        16          9      cauc  yes     south       no
## 13785   356.13        10         12      cauc  yes     south       no
## 13786   652.90        12         39      cauc  yes     south       no
## 13787   854.70        14         39      cauc  yes     south       no
## 13788   506.17        11          9      cauc  yes     south       no
## 13789   728.40        14         43      cauc  yes     south       no
## 13790    77.66        15         -1      cauc  yes     south      yes
## 13791   759.73        12          9      cauc  yes     south       no
## 13792   617.28        16         14      afam  yes     south       no
## 13793   624.41        16          7      cauc  yes     south       no
## 13794   830.96        12         19      afam  yes     south       no
## 13795   686.92        12         14      afam  yes     south       no
## 13796   197.53         9         42      afam  yes     south       no
## 13797   320.99        12         17      afam  yes     south       no
## 13798   474.83        12         40      afam  yes     south       no
## 13799   403.61        10         34      afam  yes     south       no
## 13800   370.37        12         34      afam  yes     south       no
## 13801  1163.34        17         17      afam  yes     south       no
## 13802    52.23        14          1      afam  yes     south      yes
## 13803    52.23        14          0      afam  yes     south      yes
## 13804   379.87        14         31      afam  yes     south       no
## 13805   830.96        12         10      cauc  yes     south       no
## 13806  1424.50        16         40      cauc  yes     south       no
## 13807   973.41        13         22      cauc  yes     south       no
## 13808   830.96        18         21      cauc  yes     south       no
## 13809   830.96         5         23      cauc  yes     south       no
## 13810   605.41        16          6      cauc  yes     south       no
## 13811   483.09        13         21      cauc  yes     south       no
## 13812   735.99        18         12      cauc  yes     south       no
## 13813   555.56        12          5      cauc  yes     south       no
## 13814   197.53        13         -1      afam  yes     south       no
## 13815   522.32        18          7      cauc  yes     south       no
## 13816   508.07        18          3      cauc  yes     south       no
## 13817   949.67        16         16      cauc  yes     south       no
## 13818   856.55        15          9      cauc  yes     south       no
## 13819   641.03        14         20      cauc  yes     south       no
## 13820  1115.86        14         29      cauc  yes     south       no
## 13821   498.58        18          6      cauc  yes     south       no
## 13822   923.55        16          7      cauc  yes     south       no
## 13823  1410.93        17         22      cauc  yes     south       no
## 13824   784.59        12         29      afam  yes     south       no
## 13825   474.83        12         26      afam  yes     south       no
## 13826   296.77         7         37      afam  yes     south       no
## 13827   294.40        11          9      cauc  yes     south       no
## 13828   807.22        18         10      cauc  yes     south       no
## 13829  1618.99        12         52      cauc  yes     south      yes
## 13830   807.22        18         15      cauc  yes     south       no
## 13831  1139.60        18         24      cauc  yes     south       no
## 13832   435.73        12         23      cauc  yes     south       no
## 13833   593.54        16          9      cauc  yes     south       no
## 13834   510.45        18          7      cauc  yes     south       no
## 13835   841.75        18         14      cauc  yes     south       no
## 13836   481.96        12          9      afam  yes     south       no
## 13837   899.81        12         22      cauc  yes     south       no
## 13838   569.80        16         14      cauc  yes     south       no
## 13839   289.65        10         14      afam  yes     south       no
## 13840   617.28        12         21      cauc  yes     south       no
## 13841   735.99        18         18      cauc  yes     south      yes
## 13842  1220.77        14         38      cauc  yes     south       no
## 13843  1709.40        16         14      cauc  yes     south       no
## 13844  1384.57        18         21      cauc  yes     south       no
## 13845    71.36        12          0      cauc  yes     south      yes
## 13846   604.69        16         22      cauc  yes     south       no
## 13847  2113.01        18         15      cauc  yes     south       no
## 13848  1329.53        18         33      cauc  yes     south       no
## 13849   159.88        15          0      cauc  yes     south      yes
## 13850   949.67        16         24      cauc  yes     south       no
## 13851  1139.60        16         19      cauc  yes     south       no
## 13852   673.55        16          7      cauc  yes     south       no
## 13853  1689.22        18         27      cauc  yes     south       no
## 13854   641.03        12         14      cauc  yes     south       no
## 13855   291.36        10         37      afam  yes     south       no
## 13856   103.70        10          2      afam  yes     south      yes
## 13857   551.59         8         47      afam  yes     south       no
## 13858   209.19        12          2      afam  yes     south       no
## 13859  1733.14        16         34      cauc  yes     south       no
## 13860   392.47        14          8      cauc  yes     south       no
## 13861   922.25        11         45      cauc  yes     south       no
## 13862  1092.12        18         19      cauc  yes     south       no
## 13863   925.93        12         29      cauc  yes     south       no
## 13864   246.91        12          5      cauc  yes     south       no
## 13865   735.99        11         18      cauc  yes     south       no
## 13866   498.58         6         52      afam  yes     south       no
## 13867   664.77        12         40      afam  yes     south       no
## 13868   242.17        18          4      cauc  yes     south       no
## 13869   438.96        16          9      afam  yes     south       no
## 13870   925.93        16          8      cauc  yes     south       no
## 13871   569.80        12         18      afam  yes     south       no
## 13872   259.26        12         23      afam  yes     south       no
## 13873   222.22        13          3      afam  yes     south       no
## 13874   295.31        10         47      afam  yes     south       no
## 13875   973.41        12         35      cauc  yes     south       no
## 13876   451.09        12          6      cauc  yes     south       no
## 13877   522.32         9         27      cauc  yes     south       no
## 13878   205.76        16          2      cauc  yes     south      yes
## 13879   284.90        16          3      cauc  yes     south       no
## 13880   201.80        16          4      cauc  yes     south      yes
## 13881   676.64        16         17      afam  yes     south       no
## 13882   138.89        12          8      afam  yes     south       no
## 13883   688.51        11         16      afam  yes     south       no
## 13884   997.15        16         30      afam  yes     south       no
## 13885    61.73        12         52      cauc  yes     south      yes
## 13886   246.91        14         13      cauc  yes     south       no
## 13887   712.25        16         18      cauc  yes     south       no
## 13888   712.25        10         41      cauc  yes     south       no
## 13889   148.15        14         11      cauc  yes     south      yes
## 13890   759.73        17         35      cauc  yes     south       no
## 13891   237.42        12         30      cauc  yes     south       no
## 13892   246.91        13          0      afam  yes     south       no
## 13893   550.88        17          6      afam  yes     south       no
## 13894  1092.12        12          5      cauc  yes     south       no
## 13895   795.35        18         15      cauc  yes     south       no
## 13896  1377.02        16         30      cauc  yes     south       no
## 13897   474.83        16          2      cauc  yes     south       no
## 13898  1946.82        16         29      cauc  yes     south       no
## 13899   771.60         8         45      cauc  yes     south       no
## 13900  1006.32        16         16      cauc  yes     south       no
## 13901   569.80        14         11      cauc  yes     south       no
## 13902   617.28        13         30      cauc  yes     south       no
## 13903   807.22        15         14      cauc  yes     south       no
## 13904  1068.38        14         14      cauc  yes     south       no
## 13905   451.09        12         19      cauc  yes     south       no
## 13906   385.19        18          7      cauc  yes     south      yes
## 13907   717.00        15         11      cauc  yes     south       no
## 13908   462.96         6         52      afam  yes     south       no
## 13909   403.61        12         21      cauc  yes     south       no
## 13910   451.09        11         34      cauc  yes     south       no
## 13911   427.35        14         16      cauc  yes     south       no
## 13912   895.67        16         16      cauc  yes     south       no
## 13913   379.87        15          2      cauc  yes     south       no
## 13914   631.53        12          5      cauc  yes     south       no
## 13915   474.83        14          3      cauc  yes     south       no
## 13916   395.16        16          5      cauc  yes     south       no
## 13917   641.98        13         23      cauc  yes     south       no
## 13918   830.96        13         10      cauc  yes     south       no
## 13919   593.54        18         17      afam  yes     south       no
## 13920    94.97        15         -3      cauc  yes     south      yes
## 13921   356.13        12         28      cauc  yes     south       no
## 13922   189.93        12          1      cauc  yes     south       no
## 13923   593.54        16         14      afam  yes     south       no
## 13924   176.37        12         51      cauc  yes     south      yes
## 13925   949.67        18         31      cauc  yes     south       no
## 13926   127.78        18          2      afam  yes     south       no
## 13927   257.20        17          4      cauc  yes     south       no
## 13928   403.61        15          5      cauc  yes     south       no
## 13929  1358.02        18         21      cauc  yes     south       no
## 13930  1305.79        18         11      cauc  yes     south       no
## 13931   911.97        12         30      cauc  yes     south       no
## 13932   555.56        12         11      cauc  yes     south       no
## 13933  1804.37        17         26      cauc  yes     south       no
## 13934  1207.41        16         33      cauc  yes     south       no
## 13935   246.91        13         14      cauc  yes     south       no
## 13936   973.41         7         47      cauc  yes     south       no
## 13937   783.48        16         18      cauc  yes     south       no
## 13938   271.60         9         48      afam  yes     south       no
## 13939   712.25        12          9      afam  yes     south       no
## 13940  1187.08        15          9      cauc  yes     south       no
## 13941   969.85        17         16      cauc  yes     south       no
## 13942   759.73        12         26      cauc  yes     south       no
## 13943   973.41        13         26      cauc   no     south       no
## 13944   670.92        15          6      cauc   no     south       no
## 13945   154.32         7          7      cauc   no     south       no
## 13946   237.42        12          7      cauc   no     south       no
## 13947   189.93        11          6      cauc   no     south       no
## 13948   379.87        12         32      cauc   no     south       no
## 13949  1139.60        13         10      cauc   no     south       no
## 13950   641.03        12         17      cauc   no     south       no
## 13951   379.87        12          8      cauc   no     south       no
## 13952   498.58        12         17      cauc   no     south       no
## 13953  1068.38        12         21      cauc   no     south       no
## 13954   712.25        12         38      cauc   no     south       no
## 13955   581.67        18         28      cauc   no     south       no
## 13956   462.96        18          6      cauc   no     south       no
## 13957   641.03        14         24      cauc   no     south       no
## 13958   406.20        12         10      cauc   no     south       no
## 13959   498.58        12         13      cauc   no     south       no
## 13960  2374.15        17         41      cauc   no     south       no
## 13961   328.34        13          3      cauc   no     south       no
## 13962   902.18        16         36      cauc   no     south       no
## 13963   274.35        16          0      cauc   no     south       no
## 13964   427.35        13          3      cauc   no     south       no
## 13965   474.83        12         20      cauc   no     south       no
## 13966   891.63         8         46      cauc   no     south       no
## 13967   498.58        12          9      cauc   no     south       no
## 13968  1187.08        18         17      cauc   no     south       no
## 13969    85.73        10         21      cauc   no     south       no
## 13970   593.54        12         32      cauc   no     south       no
## 13971   320.99         8         29      cauc   no     south       no
## 13972   415.48        14         13      cauc   no     south       no
## 13973   522.32        13         19      cauc   no     south       no
## 13974   712.25        15         12      cauc   no     south       no
## 13975  2374.15        16         28      cauc   no     south       no
## 13976   830.96        13         26      cauc   no     south       no
## 13977   427.35        12         28      cauc   no     south       no
## 13978   237.42        12          0      cauc   no     south       no
## 13979  1020.89        14         41      cauc   no     south       no
## 13980   641.03        12         24      cauc   no     south       no
## 13981  2112.48        16          7      cauc  yes     south       no
## 13982   313.39        18         -1      cauc  yes     south       no
## 13983   569.80        16          8      cauc  yes     south       no
## 13984    50.39        18          6      cauc  yes     south      yes
## 13985   712.25        17          6      cauc  yes     south       no
## 13986  1661.92        18         23      cauc  yes     south       no
## 13987   902.18        16          7      cauc  yes     south       no
## 13988   925.93        18         15      afam  yes     south       no
## 13989  1519.47        18         34      afam  yes     south       no
## 13990   997.15        16         19      afam  yes     south       no
## 13991   401.61        14         38      afam  yes     south      yes
## 13992  1044.63        16         14      afam  yes     south       no
## 13993   379.87        16          1      cauc  yes     south       no
## 13994   483.75        16          4      cauc  yes     south       no
## 13995  1068.38        18         21      cauc  yes     south       no
## 13996  1661.92        18         17      cauc  yes     south       no
## 13997  2374.15        18         32      cauc  yes     south       no
## 13998   340.05        13          3      cauc  yes     south      yes
## 13999   148.15        15         -1      cauc  yes     south      yes
## 14000   830.96        16         42      afam  yes     south       no
## 14001   284.90        12          4      afam  yes     south       no
## 14002   391.74        14          2      afam  yes     south       no
## 14003   498.58        12          2      afam  yes     south       no
## 14004   183.49         0         31      cauc  yes     south       no
## 14005   239.17         9          3      cauc  yes     south       no
## 14006   142.45         3         24      cauc  yes     south       no
## 14007   142.45         1         18      cauc  yes     south       no
## 14008   662.39        14         21      cauc  yes     south       no
## 14009   783.48        18          9      cauc  yes     south       no
## 14010   771.60        18          0      cauc  yes     south       no
## 14011   172.84         9         43      afam  yes     south      yes
## 14012   294.14        11          6      afam  yes     south       no
## 14013   451.09         9         53      afam  yes     south       no
## 14014   569.80        12         12      afam  yes     south       no
## 14015  1194.74        11         39      afam  yes     south       no
## 14016   771.60        12          3      afam  yes     south       no
## 14017   332.38         6         48      afam  yes     south       no
## 14018   118.71        11          2      afam  yes     south       no
## 14019   569.80        10         22      afam  yes     south       no
## 14020   830.96         9         34      afam  yes     south       no
## 14021   488.68        15         17      afam  yes     south       no
## 14022   101.23         9          8      afam  yes     south      yes
## 14023   288.07        16         10      cauc  yes     south       no
## 14024   617.28        14         13      afam  yes     south       no
## 14025   394.11        12         22      afam  yes     south       no
## 14026    80.25         9          4      afam  yes     south      yes
## 14027   128.60        13          2      afam  yes     south       no
## 14028   593.54        12         31      afam  yes     south       no
## 14029   246.91        12         18      afam  yes     south       no
## 14030   296.77        10         25      afam  yes     south       no
## 14031   213.68         5         51      afam  yes     south       no
## 14032   503.32        11         23      afam  yes     south       no
## 14033   503.91         7         44      afam  yes     south       no
## 14034   237.42        12         10      afam  yes     south       no
## 14035   427.35        12         44      afam  yes     south       no
## 14036   451.09        12         32      afam  yes     south       no
## 14037   902.18        18         17      afam  yes     south       no
## 14038   503.70        12         41      afam  yes     south       no
## 14039  1068.38        18         16      cauc  yes     south       no
## 14040   902.18        18         19      cauc  yes     south       no
## 14041  1947.41        18         34      cauc  yes     south       no
## 14042   427.35        16          3      cauc  yes     south       no
## 14043   593.54        18          2      cauc  yes     south       no
## 14044   918.80        18         16      cauc  yes     south       no
## 14045   973.41        12         22      cauc  yes     south       no
## 14046   830.96        18          6      cauc  yes     south       no
## 14047   407.95        18          4      cauc  yes     south       no
## 14048   435.73        16          3      cauc  yes     south       no
## 14049   593.54        16          1      cauc  yes     south       no
## 14050  1661.92        18         20      cauc  yes     south       no
## 14051  2255.46        17         20      cauc  yes     south       no
## 14052   807.22        17          8      afam  yes     south       no
## 14053  1721.27        16         35      cauc  yes     south       no
## 14054  1424.50        17         20      cauc  yes     south       no
## 14055    70.55        12          0      cauc  yes     south      yes
## 14056   246.91        16          2      cauc  yes     south       no
## 14057   154.32        12          8      afam  yes     south      yes
## 14058   498.58        12         29      afam  yes     south       no
## 14059    68.26        12         10      afam  yes     south      yes
## 14060   237.42        13          4      afam  yes     south       no
## 14061   925.93        18         18      cauc  yes     south       no
## 14062   427.35        16         10      cauc  yes     south       no
## 14063   401.23        12         17      afam  yes     south       no
## 14064   664.77        12         22      afam  yes     south       no
## 14065   379.87        13         17      afam  yes     south       no
## 14066   534.19        12         27      afam  yes     south       no
## 14067   403.61        12          4      afam  yes     south       no
## 14068   228.40        18          0      afam  yes     south       no
## 14069   154.32        17          4      afam  yes     south       no
## 14070   158.73         7         24      afam  yes     south      yes
## 14071   384.07        11         17      afam  yes     south       no
## 14072   246.91        12          8      afam  yes     south       no
## 14073   254.04        12          3      afam  yes     south       no
## 14074   997.15        18          6      cauc  yes     south       no
## 14075   854.70        16         17      cauc  yes     south       no
## 14076   925.93        15         21      afam  yes     south       no
## 14077  1068.38        18         17      afam  yes     south       no
## 14078  1471.98        18         21      cauc  yes     south       no
## 14079   498.58        13         11      cauc  yes     south       no
## 14080   185.19         0         29      cauc  yes     south       no
## 14081   246.91         2         15      cauc  yes     south       no
## 14082   246.91         1         11      cauc  yes     south       no
## 14083   166.19         0         17      cauc  yes     south       no
## 14084  1141.98        18         20      cauc  yes     south       no
## 14085   973.41        16         25      cauc  yes     south       no
## 14086   982.05        18         11      cauc  yes     south       no
## 14087   997.15        18         14      cauc  yes     south       no
## 14088   332.38        16         21      afam  yes     south       no
## 14089   712.25        12         33      afam  yes     south       no
## 14090   237.42        12         24      afam  yes     south       no
## 14091   189.93        12          1      afam  yes     south       no
## 14092   308.64         9         27      afam  yes     south       no
## 14093   215.57        14         16      afam  yes     south       no
## 14094   546.06        12         36      afam  yes     south       no
## 14095   237.42        11         22      afam  yes     south       no
## 14096   735.99        18         15      afam  yes     south       no
## 14097   603.04         7         55      afam  yes     south       no
## 14098  1424.50        18          6      cauc  yes     south       no
## 14099   427.35        18          1      cauc  yes     south       no
## 14100   878.44        12         30      afam  yes     south       no
## 14101   759.73        16         11      afam  yes     south       no
## 14102   692.59        12         40      afam  yes     south       no
## 14103   546.06        15          5      afam  yes     south       no
## 14104   446.34        10         50      afam  yes     south       no
## 14105  1424.50        18         13      cauc  yes     south       no
## 14106   270.06        18          7      cauc  yes     south       no
## 14107   232.67        12         12      afam  yes     south       no
## 14108   783.48        18         12      cauc  yes     south       no
## 14109   949.67        18         17      cauc  yes     south       no
## 14110   830.96        18         15      cauc  yes     south       no
## 14111   871.46        16          2      cauc  yes     south       no
## 14112   396.49        16          2      cauc  yes     south       no
## 14113  1086.94        16         22      cauc  yes     south       no
## 14114  1296.01        18          8      cauc  yes     south       no
## 14115   466.62        14         26      afam  yes     south       no
## 14116   498.58        12         15      afam  yes     south       no
## 14117   375.51        13          6      afam  yes     south       no
## 14118  1353.28        18         15      cauc  yes     south       no
## 14119  1198.96        18         10      cauc  yes     south       no
## 14120   795.35        16         10      cauc  yes     south       no
## 14121   724.12        16          6      afam  yes     south       no
## 14122   261.16        12         14      afam  yes     south       no
## 14123   296.77        12          8      afam  yes     south       no
## 14124   749.41        13         34      afam  yes     south       no
## 14125   440.05        12         22      afam  yes     south       no
## 14126   474.83        12         17      afam  yes     south       no
## 14127   593.54        12         23      afam  yes     south       no
## 14128   759.73        16         10      afam  yes     south       no
## 14129   403.61        12         20      afam  yes     south       no
## 14130   189.93        12         13      afam  yes     south       no
## 14131   546.30         9         10      afam  yes     south       no
## 14132   164.61         8          4      afam  yes     south       no
## 14133    90.12        12          0      afam  yes     south      yes
## 14134   949.67        16         10      cauc  yes     south       no
## 14135  1377.02        18         17      cauc  yes     south       no
## 14136  1139.60        16         11      cauc  yes     south       no
## 14137   498.58        16          5      cauc  yes     south       no
## 14138   688.51        18         15      cauc  yes     south       no
## 14139   411.52        16          1      cauc  yes     south       no
## 14140   522.32        16          5      cauc  yes     south       no
## 14141   474.83        16          4      cauc  yes     south       no
## 14142   997.15        18         24      cauc  yes     south       no
## 14143   973.41        16         22      afam  yes     south       no
## 14144   190.12        12         44      afam  yes     south      yes
## 14145   512.82         3         20      cauc  yes     south       no
## 14146   688.51        11         26      afam  yes     south       no
## 14147   356.13        12         20      afam  yes     south       no
## 14148   738.46        12         44      afam  yes     south       no
## 14149  1320.70        15         19      afam  yes     south       no
## 14150   197.53        13         -1      afam  yes     south       no
## 14151   641.03         6         48      afam  yes     south       no
## 14152   740.74         9         28      afam  yes     south       no
## 14153   108.02        13          0      afam  yes     south      yes
## 14154   214.17        16          0      afam  yes     south      yes
## 14155   601.97         7         42      afam  yes     south       no
## 14156    92.59        12          1      afam  yes     south      yes
## 14157   101.85        12          0      afam  yes     south      yes
## 14158   444.44        11         25      afam  yes     south       no
## 14159   271.60        12         15      afam  yes     south       no
## 14160    77.16        16         13      cauc  yes     south      yes
## 14161   498.58        17         15      cauc  yes     south       no
## 14162   522.32        12         12      cauc  yes     south       no
## 14163   712.25        12         32      afam  yes     south       no
## 14164   474.83        15         35      afam  yes     south       no
## 14165   474.83        10         43      afam  yes     south       no
## 14166   332.38        11          8      afam  yes     south       no
## 14167   170.94        16          1      afam  yes     south       no
## 14168   192.04        12          1      afam  yes     south       no
## 14169   765.43        18         12      cauc  yes     south       no
## 14170   460.39        16         12      cauc  yes     south       no
## 14171   555.56        12         32      afam  yes     south       no
## 14172   370.37        10         10      cauc  yes     south       no
## 14173   427.35        12         31      cauc  yes     south       no
## 14174   261.16        14          3      cauc  yes     south       no
## 14175   123.46        11          2      cauc  yes     south      yes
## 14176   271.60         6         27      cauc  yes     south       no
## 14177   641.03        11         32      afam  yes     south       no
## 14178  1419.75        18         18      cauc  yes     south       no
## 14179  1115.86        18         13      cauc  yes     south       no
## 14180   284.90        12          8      afam  yes     south       no
## 14181   201.56        12          7      afam  yes     south       no
## 14182  1305.79        18         13      cauc  yes     south       no
## 14183  1210.83        18         16      cauc  yes     south       no
## 14184   985.28        18         19      cauc  yes     south       no
## 14185   949.67        16         20      cauc  yes     south       no
## 14186   529.10        17          5      cauc  yes     south      yes
## 14187  1424.50        16         15      cauc  yes     south       no
## 14188   332.38        14         12      afam  yes     south       no
## 14189   368.00        12          8      afam  yes     south       no
## 14190   949.67        18         15      cauc  yes     south       no
## 14191   322.06        11         33      afam  yes     south      yes
## 14192   426.52         8         31      afam  yes     south      yes
## 14193   375.00        16         32      cauc  yes     south       no
## 14194  2374.15        18         11      cauc  yes     south       no
## 14195  1804.37        18         29      cauc  yes     south       no
## 14196   522.32        18         11      cauc  yes     south       no
## 14197   427.35        16         12      cauc  yes     south       no
## 14198  1305.79        18          2      cauc  yes     south       no
## 14199   650.52        16          8      afam  yes     south       no
## 14200   474.83        18         10      cauc  yes     south       no
## 14201  1637.14        18         22      cauc  yes     south       no
## 14202  1020.89        18          6      cauc  yes     south       no
## 14203   268.28        14         12      afam  yes     south       no
## 14204   997.15        18          9      afam  yes     south       no
## 14205   356.13        15         12      cauc  yes     south       no
## 14206   197.53        14          2      afam  yes     south       no
## 14207   337.54        15          1      afam  yes     south       no
## 14208   664.77        12         40      afam  yes     south       no
## 14209   384.62        12         18      afam  yes     south       no
## 14210   246.91        12          2      afam  yes     south       no
## 14211   451.09        12         10      afam  yes     south       no
## 14212   925.93        18         18      afam  yes     south       no
## 14213    82.72        12          1      afam  yes     south      yes
## 14214   185.19        18         18      cauc  yes     south      yes
## 14215   209.88        18         13      cauc  yes     south       no
## 14216   118.71        16          1      cauc  yes     south       no
## 14217   375.38        10         20      afam  yes     south       no
## 14218   558.31         8         30      afam  yes     south       no
## 14219   172.48        11          4      afam  yes     south       no
## 14220   393.04        14         20      afam  yes     south       no
## 14221   284.90        11         29      afam  yes     south       no
## 14222   320.51         9         20      afam  yes     south       no
## 14223   493.83        11         17      afam  yes     south       no
## 14224   284.90        12          7      afam  yes     south       no
## 14225   462.96        15         13      afam  yes     south       no
## 14226   569.80        17         17      cauc  yes     south       no
## 14227   403.61        12          8      afam  yes     south       no
## 14228   427.35        10         32      afam  yes     south       no
## 14229   427.35        14          2      afam  yes     south       no
## 14230   501.54        18          1      cauc  yes     south       no
## 14231   593.54        15         17      afam  yes     south       no
## 14232   617.28        14         18      cauc  yes     south       no
## 14233   379.87        10         47      afam  yes     south       no
## 14234   451.09        12         37      afam  yes     south       no
## 14235   546.06        12         35      afam  yes     south       no
## 14236   212.16        16          6      afam  yes     south      yes
## 14237   157.02        14         -1      afam  yes     south      yes
## 14238   664.77        18          6      cauc  yes     south       no
## 14239   493.83        16          3      cauc  yes     south       no
## 14240   510.45        16          2      cauc  yes     south       no
## 14241   385.80        16          2      cauc  yes     south       no
## 14242   451.09        16          1      cauc  yes     south       no
## 14243  1234.57        13         37      afam  yes     south       no
## 14244  3009.26        18          1      afam  yes     south       no
## 14245   546.06        16         13      cauc  yes     south       no
## 14246   735.99        16          2      cauc  yes     south       no
## 14247   823.05        18          0      cauc  yes     south       no
## 14248   664.77        15         14      cauc  yes     south       no
## 14249  1899.34        18         19      cauc  yes     south       no
## 14250  1305.79        13         26      cauc  yes     south       no
## 14251   462.96        12         28      afam  yes     south       no
## 14252  1405.72         8         54      afam  yes     south       no
## 14253  1020.89        17         20      cauc  yes     south       no
## 14254   451.09        15         18      cauc  yes     south       no
## 14255   641.03        18          8      cauc  yes     south       no
## 14256  1132.48        18          4      cauc  yes     south       no
## 14257   298.88        11         12      afam  yes     south      yes
## 14258   356.13        12         28      afam  yes     south       no
## 14259   498.58        12          2      afam  yes     south       no
## 14260   617.28        17          3      cauc  yes     south       no
## 14261  1566.95        16          8      cauc  yes     south       no
## 14262   413.11        18         22      cauc  yes     south       no
## 14263   664.77        18         28      afam  yes     south       no
## 14264   308.64        14         23      afam  yes     south       no
## 14265  1187.08        18          3      cauc  yes     south       no
## 14266   902.18        16         11      afam  yes     south       no
## 14267  1590.69        18         23      cauc  yes     south       no
## 14268  1780.63        18         28      cauc  yes     south       no
## 14269  1543.21        18         18      cauc  yes     south       no
## 14270  1068.38        15          2      cauc  yes     south       no
## 14271  1208.45        16         24      cauc  yes     south       no
## 14272   864.20        12         32      cauc  yes     south       no
## 14273  1377.02        18         20      cauc  yes     south       no
## 14274   308.64        18          3      afam  yes     south       no
## 14275   775.90        16         29      cauc  yes     south       no
## 14276   261.16        14          7      afam  yes     south       no
## 14277   185.19        10         43      afam  yes     south       no
## 14278   664.77        12         24      afam  yes     south       no
## 14279   664.77        15         29      afam  yes     south       no
## 14280   427.35        14          7      afam  yes     south       no
## 14281   732.38        16         14      afam  yes     south       no
## 14282   878.44        10         31      afam  yes     south       no
## 14283  1483.86        13         30      afam  yes     south       no
## 14284   854.70        12         19      afam  yes     south       no
## 14285   197.53         9         11      afam  yes     south       no
##  [ reached 'max' / getOption("max.print") -- omitted 13870 rows ]

2.1.1 Trích xuất dữ liệu theo dòng (hàng)

Có thể trích xuất ra một dataframe con bằng cách chỉ định cụ thể quan sát nào muốn lấy theo vị trí của hàng. Câu lệnh như sau:

CPS1<-CPS1988[c(1, 3, 100),]:trích xuất các quan sát dòng 1, 3, 100 của đối tượng CPS1988 và đặt tên CPS1.

CPS2<-CPS1988[c(1: 3, 10, 100),]:trích xuất các quan sát dòng từ 1 đến dòng 3, dòng 10, dòng 100 của đối tượng CPS1988 và đặt tên CPS2.

Kết quả của hai câu lệnh trên:

CPS1<-CPS1988[c(1, 3, 100),]
CPS1
##       wage education experience ethnicity smsa    region parttime
## 1   354.94         7         45      cauc  yes northeast       no
## 3   370.37         9          9      cauc  yes northeast       no
## 100 688.51        18         16      cauc   no northeast       no
#Trích xuất quan sát ở dòng 1, 3, 100. 6 giá trị đầu tiên của CPS1  
CPS2<-CPS1988[c(1: 3, 10, 100),]
CPS2
##        wage education experience ethnicity smsa    region parttime
## 1    354.94         7         45      cauc  yes northeast       no
## 2    123.46        12          1      cauc  yes northeast      yes
## 3    370.37         9          9      cauc  yes northeast       no
## 10  1643.83        14         18      cauc  yes northeast       no
## 100  688.51        18         16      cauc   no northeast       no
#Trích xuất quan sát ở dòng 1 đến 3, dòng 10, dòng 100. 6 giá trị đầu tiên của CPS2  

2.1.2 Trích xuất dữ liệu theo cột

Trong một số trường hợp chúng ta chỉ quan tâm đến một số biến chứ không phải toàn bộ các biến. Để trích xuất dữ liệu theo cột ta thực hiện lệnh sau:

CPS3<-CPS1988[c(2:4)]:lấy cột từ 2 đến cột 4 của đối tượng CPS1988 và đặt tên CPS3

head(CPS3):xem 6 quan sát đầu tiên của đối tượng CPS3.

CPS3<-CPS1988[c(2:4)]
head(CPS3)
##   education experience ethnicity
## 1         7         45      cauc
## 2        12          1      cauc
## 3         9          9      cauc
## 4        11         46      cauc
## 5        12         36      cauc
## 6        16         22      cauc
#Trích xuất quan sát từ cột 2 đến cột 4. 6 giá trị đầu tiên của CPS3 

2.1.3 Trích xuất dữ liệu theo hàng và cột

Để trích xuất dữ liệu theo hàng và cột ta thực hiện câu lệnh:

CPS4 <-CPS1988[c(1, 3, 5, 7), c(2:4)]:câu lệnh trích xuất dữ liệu từ cột 2 đến cột 4, dòng 2 đến dòng 4 của đối tượng CPS1988 và đặt tên CPS4.

head(CPS4):câu lệnh xem 6 quan sát đầu tiên của CPS4.

CPS4 <-CPS1988[c(1, 3, 5, 7), c(2:4)]
head(CPS4)
##   education experience ethnicity
## 1         7         45      cauc
## 3         9          9      cauc
## 5        12         36      cauc
## 7         8         51      cauc
#Trích xuất quan sát từ cột 2 đến cột 4, dòng thứ 2 đến dòng thứ 4. 6 giá trị đầu tiên của CPS3 

Kết quả câu lệnh trên tạo ra một dataframe gồm các dòng 1, 3, 5, 7 và chỉ lấy các biến ở cột 2, 3, 4 từ dataframe gốc ban đầu.

2.1.4 Trích xuất dữ liệu từ một dataframe có sẵn bằng lệnh subset

Trong nhiều tình huống, chúng ta cần trích xuất dữ liệu cho các quan sát theo một tiêu chí nào đó. Chẳng hạn, từ tập dữ liệu CPS1988 chúng ta muốn trích xuất tất cả các quan sát ứng với parttime=yes mà thôi với tên gọi CPS5 chẳng hạn, ta thực hiện câu lệnh sau:

CPS5 <-subset(CPS1988, parttime == ‘yes’):trích xuất các quan sát của biến parttime = yes trong đối tượng CPS1988 và đặt tên CPS5.

CPS5 <- subset(CPS1988, parttime == 'yes')
dim(CPS5)
## [1] 2524    7
head(CPS5)
##      wage education experience ethnicity smsa    region parttime
## 2  123.46        12          1      cauc  yes northeast      yes
## 38 166.67        12         51      cauc   no northeast      yes
## 41 222.93        11         41      cauc   no northeast      yes
## 43 277.78        11         40      cauc  yes northeast      yes
## 55 284.90        16          2      cauc  yes northeast      yes
## 64 109.04        12          1      cauc  yes northeast      yes

Kết quả câu lệnh cho thấy, có 2524 quan sát có làm bán thời gian được trích xuất.Tương tự, chúng ta cũng có thể trích xuất dữ liệu theo một số tiêu chí nào đó.

Ví dụ, cũng từ dữliệu CPS1988 ta trích xuất dữ liệu cho các quan sát các tiêu chí mà: (1) ứng với parttime =yes, và (2) có education ≥ 3 với đặt tên CPS6, ta thực hiện câu lệnh sau:

CPS6 <-subset(CPS1988, parttime == “yes” & education == 5):trích xuất các quan sát của biến parttime = yes và các quan sát của biến education = 5 trong đối tượng CPS1988 với tên CPS6.

head(CPS6):câu lệnh xem 6 quan sát đầu tiên của CPS6.

CPS6 <-subset(CPS1988, parttime == 'yes' & education == 5)
head(CPS6)
##         wage education experience ethnicity smsa  region parttime
## 8024  118.71         5         56      afam  yes midwest      yes
## 15108  98.24         5         46      afam  yes   south      yes
## 16841 130.58         5         56      afam   no   south      yes
## 17806 178.33         5         13      cauc  yes   south      yes
## 20135  74.07         5         56      cauc  yes   south      yes
## 21488 115.74         5         53      cauc  yes   south      yes

Hoặc chúng ta cũng có thể trích xuất dữ liệu cho các quan sát trong CPS1988 theo các tiêu chí (1) ứng với education <2 hoặc (2) experience >50 và đặt tên CPS7, ta thực hiện câu lệnh:

CPS7 <-subset(CPS1988, parttime == “yes” | experience > 50):câu lệnh trích xuất các quan sát của biến parttime = yes hoặc các quan sát của biến experience > 50 trong đối tượng CPS1988 và đặt tên CPS7.

head(CPS7):câu lệnh xem 6 quan sát đầu tiên của CPS7.

CPS7 <-subset(CPS1988, parttime == 'yes' | experience > 50)
head(CPS7)
##      wage education experience ethnicity smsa    region parttime
## 2  123.46        12          1      cauc  yes northeast      yes
## 7  284.90         8         51      cauc  yes northeast       no
## 38 166.67        12         51      cauc   no northeast      yes
## 41 222.93        11         41      cauc   no northeast      yes
## 43 277.78        11         40      cauc  yes northeast      yes
## 55 284.90        16          2      cauc  yes northeast      yes

2.2 Mã hóa dữ liệu

setwd("D:/HN")
dt <- read.csv("afterlife.csv", header=TRUE)
head(dt)
##   Sex Believe
## 1   2       2
## 2   2       4
## 3   1       4
## 4   2       4
## 5   2       6
## 6   1       6

Dữ liệu file afterlife.cvs có hai biến định tính.

Biến thứ nhất: Sex (giới tính) được mã hóa như sau: 1 là nam và 2 là nữ.

Biến thứ2: Believe (niềm tin) của người được khảo sát “Sau khi chết có tồn tại một thế giới khác” được mã hóa như sau: 1: Tin là có, khẳng định chắc chắn.

2: Tin là có, nhưng, nhưng không chắc chắn.

3: Tin là không có, nhưng không chắc chắn.

4: Tin là không có, khẳng định chắc chắn.

  1. Dữ liệu bị khuyết.

  2. Không thể chọn.

  3. Không trả lời.

Trong dữ liệu này chúng ta chỉ giữ lại những quan sát mà biến Believe < 5, sau đó thay những quan sát có giá trị 1 và 2 của biến Believe thành giá trị 1 (những quan sát Tin là có), đồng thời những quan sát có giá trị3 và 4 của biến Believe thành giá trị0 (những quan sát Tin là không có).

Để thực hiện công việc trên ta thực hiện các lệnh sau:

dt <- read.csv(“afterlife.csv”, header=TRUE):đọc file tên afterlife.csv và đặt tên af.

afmahoa<-subset(af, Believe <5):câu lệnh trích xuất những quan sát mà giá trị của biến Believe <5 và đặt tên afmahoa.

afmahoa\(Believe[afmahoa\)Believe <=2] <-1: câu lệnh thay những giá trị quan sát ≤2 trong cột Believe của afmahoa bằng 1.

afmahoa\(Believe[afmahoa\)Believe >2] <-0:câu lệnh thay những giá trị quan sát >2 trong cột Believe của afmahoa bằng 0.

dt <- read.csv("afterlife.csv", header=TRUE)
afmahoa<-subset(dt, Believe <5)
dim(afmahoa)
## [1] 1260    2
afmahoa$Believe[afmahoa$Believe <=2] <-1
afmahoa$Believe[afmahoa$Believe >2] <-0
head(afmahoa)
##   Sex Believe
## 1   2       1
## 2   2       0
## 3   1       0
## 4   2       0
## 8   2       1
## 9   2       1

Sau khi thực hiện các câu lệnh trên, kết quả cho thấy đối tượng afmahoa chỉcòn 1260 quan sát, biến Believe chỉ nhận một trong hai giá trị: 0, 1.

2.3 Thực hành bảng ngẫu nhiên và suy diễn thống kê trên R

2.3.1 Bảng ngẫu nhiên

Cấu trúc xác suất cho các bảng ngẫu nhiên

Dữ liệu định tính là tần số suất hiện các biểu hiện của các biến. Cho X và Y là hai biến định tính, X có k biểu hiện. Chúng ta có thể sử dụng một bảng gồm k hàng và m cột để thể hiện kết quả có thể xảy ra từ việc khảo sát.

2.3.1.1 Bảng tần số và tần suất

Lập bảng tần số và tần suất cho biến Sex

Đểlập bảng tần số và tần suất cho biến Sex, ta thực hiện câu lệnh sau:

dt <- read.csv(“afterlife.csv”, header=TRUE):đọc file afterlife.cvs và đặt tên af.

afmahoa<-subset(dt, Believe <5):câu lệnh trích xuất những quan sát mà giá trịcủa biến Believe <5 và đặt tên afmahoa.

table(afmahoa$Sex):câu lệnh lập bảng tần số cho biến Sex.

table(afmahoa\(Sex/(sum(afmahoa\)Sex)): câu lệnh lập bảng tần suất cho biến Sex.

head(afmahoa)
##   Sex Believe
## 1   2       1
## 2   2       0
## 3   1       0
## 4   2       0
## 8   2       1
## 9   2       1
# Xem 6 quan sát đầu afmahoa
# Lập bảng tần số cho biến Sex 
table(afmahoa$Sex)
## 
##   1   2 
## 519 741
# Lập bảng tần suất cho biến Sex
table(afmahoa$Sex)/(sum(afmahoa$Sex))
## 
##         1         2 
## 0.2593703 0.3703148

Bằng các câu lệnh tương tự chúng ta có thểlập bảng tần số và tần suất cho biến Believe và ta được kết quả.

head(afmahoa)
##   Sex Believe
## 1   2       1
## 2   2       0
## 3   1       0
## 4   2       0
## 8   2       1
## 9   2       1
# Xem 6 quan sát đầu afmahoa
# Lập bảng tần số cho biến Believe 
table(afmahoa$Believe)
## 
##   0   1 
## 428 832
# Lập bảng tần suất cho biến Believe
table(afmahoa$Believe)/(sum(afmahoa$Believe))
## 
##         0         1 
## 0.5144231 1.0000000

2.3.1.2 Bảng hai chiều

Để tạo bảng hai chiều chúng ta sử dụng câu lệnh sau:

table(afmahoa\(Sex, afmahoa\)Believe):câu lệnh tạo bảng hai chiều cho 2 biến Sex và Believe.

table(afmahoa$Sex, afmahoa$Believe)
##    
##       0   1
##   1 188 331
##   2 240 501

2.3.2 Tính OddsRatio

Để tính OddsRatio của hàng 1 và hàng 2 trong bảng hai chiều, ta thực hiện câu lệnh sau:

B1. install.packages(“DescTools”):cài đặt gói DescTools.

B2. library(DecsTools):gọi gói DescTools.

B3. OddsRatio(data, conf.level =NULL, y =NULL, method = “wald”): câu lệnh tính giá trị OddsRatio; trong đó: data là bảng hai chiều; conf.level: độ tin cậy mặc nhiên 95%; y là véc tơ các giá trị cần tính giá trị OddsRatio; method =“wald”: phương pháp wald.

install.packages('DescTools')
## Warning: package 'DescTools' is in use and will not be installed
library(DescTools)

Ví dụ

library(DescTools)
v<-c(189, 104, 10845, 10933)
x<-matrix(v, 2)
y<-c(189, 104)
# Tính OddsRatio 
OddsRatio(x, conf.level =NULL, y =NULL, method = 'wald')
## [1] 1.832054

Kết quả tỷ lệ chênh (OddsRatio) là 1,832054. Giá trị này cho chúng ta biết tỷ lệ người bị bệnh nhồi máu cơ tim đối với nhóm người dùng Placebo (giả dược) cao hơn 83,2% so với nhóm người sử dụng thuốc Aspirin.

2.3.3 Một số bài toán ước lượng

2.3.3.1 Ước lượng tỷ lệ một tổng thể

Chúng ta lấy dữ liệu từ file có tên afterlife.cvs để minh họa cho các câu lệnh trên.

Để ước lượng tỷ lệ những người tin rằng “Tồn tại một thế giới khác sau khi chết” ta làm như sau:

library(DescTools)
af <- read.csv("afterlife.csv", header=TRUE)
# Trích xuất biến Believe trong af và đặt tên af1
af1 <- af$Believe
# Trích xuất những giá trị nhỏ hơn 5 của biến Believe trong af1
af2 <- af1[af1 < 5]
# Tổng tần số những người tin của biến Believe
k <- length(af2[af2 < 3])
# Tổng tần số của biến Believe (cỡ mẫu)
n <- length(af2)
# Câu lệnh ước lượng và kết quả
BinomCI(k, n, conf.level = 0.95, method = "wald")
##            est    lwr.ci    upr.ci
## [1,] 0.6603175 0.6341672 0.6864677

2.3.3.2 Ước lượng sự khác biệt tỷ lệ hai tổng thể

Để thực hiện ước lượng sự khác biệt tỷ lệ hai tổng thể bằng R, ta thực hiện các câu lênh sau:

install.packages(“DescTools”): câu lệnh cài đặt gói DescTools.

library(DecsTools): câu lệnh gọi gói DescTools.

Binom DiffCI(k2, n2, k1, n1, conf.level = NULL, method = “wald”): câu lệnh ước lượng sự khác biệt hai tỷ lệ tổng thể, ki: số phần tử có tính chất A của mẫu i, ni: số phần tử mẫu thứ i, conf.level = NULL: độ tin cậy mặc định là 95%, method = wald: phương pháp wald.

Chúng ta lấy dữ liệu từ file có tên afterlife.csv dể minh họa cho các câu lệnh trên. Bài toán: ước lượng sự khác biệt tỷ lệ Nam và Nữ tin “Tồn tại thế giới khác sau khi chết”

library(DescTools)
af <- read.csv("afterlife.csv", header=TRUE)
# Trích cuất những quan sát mà giá trị nhỏ hơn 5 của biến Believe
af1 <- subset(af, Believe < 5)
table(af1)
##    Believe
## Sex   1   2   3   4
##   1  79 252 118  70
##   2  79 422 160  80
#Tổng tần số giới tính Nam
n1 <- table(af1$Sex) [1]
# Tổng tần số giới tính Nữ
n2 <- table(af1$Sex) [2]
# Tổng tần số người Nam "Tin có thế giới khác sau khi chết"
k1 <- table(af1$Sex, af1$Believe)[1,1] + table(af1$Sex, af1$Believe) [1,2]
# Tổng tần số người Nữ "Tin có thế giới khác sau khi chết"
k2 <- table(af1$Sex, af1$Believe)[2,1] + table(af1$Sex, af1$Believe) [2,2]
# Câu lệnh ước lượng kết quả
BinomDiffCI(k2, n2, k1, n1, conf.level = 0.95, method = "wald")
##           est.2      lwr.ci     upr.ci
## [1,] 0.03834843 -0.01499184 0.09168869

2.4 Hồi quy theo phương pháp OLS

2.4.1 Hồi quy tuyến tính đơn giản

Chúng ta xét mô hình hồi quy hai biến số: y=β1+β1x+u Trong phần này, chúng ta lấy bộ số liệu CPS1988.csv làm ví dụ minh họa cho nội dung trên.

Trước hết chúng ta đánh giá mối quan hệ giữa biến education và wage.

Từ bộ số liệu ta nhận thấy khi education tăng lên thì wage cũng tăng, ta có đồ thị phân tán của wage theo education bằng câu lệnh sau:

plot(wage~education, pch = 16): đồ thị phân tán của wage theo educatio

data("CPS1988")
# Gọi biến wage trong CPS1988 và đặt tên wage
wage <- CPS1988$wage
# Gọi biến education trong CPS1988 và đặt tên education
education <- CPS1988$education
plot(wage ~ education, pch = 16)

Dựa vào đồ thị phân tán ta cũng có kết quả như nhận xét ban đầu.

Tuy nhiên để đánh giá chính xác mối quan hệ tuyến tính giữa wage và education ta dùng hệ số tương quan để đánh giá.

cor(wage, education)
## [1] 0.301644
# Kết quả câu lệnh cho thấy hệ số tương quan giữa wage và education là 0,301644.

Chúng ta có thể kiểm định giả thuyết tương quan giữa wage và education (tức là hệ số tương quan giữa wage và education bằng 0) với hàm cor.test () có sẵn trong R:

cor.test(wage, education)
## 
##  Pearson's product-moment correlation
## 
## data:  wage and education
## t = 53.085, df = 28153, p-value < 2.2e-16
## alternative hypothesis: true correlation is not equal to 0
## 95 percent confidence interval:
##  0.2909884 0.3122247
## sample estimates:
##      cor 
## 0.301644

Ta có p-value < 2,2.10(−16) < 0,05 , ta bác bỏ giả thuyết hệ số tương quan giữa wage và education bằng 0.

Để ước lượng mô hình hồi quy đơn bằng phần mềm R, chúng ta thực hiện câu lệnh sau:

reg <- lm(y~x, data = CPS1988): câu lệnh hồi quy tuyến tính 𝑦 theo 𝑥 và đặt tên reg; data = CPS1988: dữ liệu chính là đối tượng CPS1988.

Hàm lm (viết tắt từ linear model) trong R có thể tính toán các giá trị của β1 và β2, cũng như σ̂^2 một cách nhanh gọn. Chúng ta tiếp tục với ví dụ trên bằng R như sau:

# Hồi quy tuyến tính y theo x và đặt tên reg
reg <- lm(wage ~ education, data = CPS1988)
# kết quả hồi quy
reg
## 
## Call:
## lm(formula = wage ~ education, data = CPS1988)
## 
## Coefficients:
## (Intercept)    education  
##      -12.83        47.18

Trong lệnh lm(wage~education) cho ta thấy wage là một hàm của education. Kết quả tính toán của lm cho thấy β1 = −12.83 và β2 = 47.18. Nói cách khác với hai tham số này chúng ta có thể tính wage cho bất kỳ education nào trong mẫu dựa vào phương trình tuyến tính:

wage^ = −12,83 + 47,18.educaton

Thật ra, hàm lm còn cung cấp cho chúng ta nhiều thông tin khác và các thông tin đó được lưu trong đối tượng reg. Để xem các thông tin đó chúng ta thực hiện:

# Hiện thị chi tiết hồi quy
summary(reg)
## 
## Call:
## lm(formula = wage ~ education, data = CPS1988)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
##  -786.0  -264.9   -54.8   174.5 18035.1 
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)    
## (Intercept) -12.8281    11.8970  -1.078    0.281    
## education    47.1810     0.8888  53.085   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 432.4 on 28153 degrees of freedom
## Multiple R-squared:  0.09099,    Adjusted R-squared:  0.09096 
## F-statistic:  2818 on 1 and 28153 DF,  p-value: < 2.2e-16

Lệnh summary(reg) yêu cầu R liệt kê các tính toán trong reg gồm các phần sau:

  1. Phần một mô tả chi tiết phần dư (Residuals) của hàm hồi quy

  2. Phần hai trình bày ước số của β1 và β2 cùng với sai số chuẩn và giá trị của kiểm định t.

Giá trị kiểm định t cho β2 là 53,085 với trị số 𝑝 < 2×10−12, cho thấy β2 không phải bằng 0.

  1. Cột Coefficients: tên biến

  2. Cột Estimate: giá trị của các hệ số hồi quy βi

  3. Cột Std. Error: độ lệch chuẩn của các hệ số hồi quy βi

  4. Cột t value (𝑡a = x2e)(x2): giá trị thống kê t, tiêu chuẩn kiểm định của bài toán kiểm định giả thuyết: 𝛽a = 0

  5. Cột Pr(>|t|): p_value của bài toán kiểm định giả thuyết: βi = 0

  6. Signif. codes: 0 ’’ 0.001 ’’ 0.01 ’’ 0.05 ‘.’ 0.1 ‘ ’ 1

Dấu hiệu cho biết các biến độc lập có nghĩa hay không, với các mức ý nghĩa cho trước: ’*’: 1 ‰; ’’: 1%; “0.05 “: 5%; “0.1”: 1%.

  1. Phần ba của kết quả cho chúng ta thông tin về phương sai của phần dư (residual mean square). Ở đây, σ2 = 432.4. Trong kết quả này còn có kiểm định F, cũng chỉ là một kiểm định xem có quả thật β2 = 0, tức có ý nghĩa tương tự như kiểm định t trong phần trên. Nói chung, trong trường hợp phân tích hồi qui tuyến tính đơn giản (với một yếu tố) chúng ta không cần phải quan tâm đến kiểm định F.

Ngoài ra, phần ba còn cho chúng ta một thông tin quan trọng, đó là trị số R2 hay hệ số xác định bội (coefficient of determination). Trị số R2 trong ví dụ này là 0.09099. Một hệ số cũng cần đề cập ở đây là hệ số điều chỉnh xác định bội (mà trong kết quả trên R gọi là “Adjusted R-squared”).

Với lệnh fitted() chúng ta có thể tính toán yi cho từng cá nhân như sau:

fitted(reg)
##         1         2         3         4         5         6         7         8 
## 317.43865 553.34350 411.80059 506.16253 553.34350 742.06739 364.61962 553.34350 
##         9        10        11        12        13        14        15        16 
## 553.34350 647.70544 553.34350 364.61962 458.98156 647.70544 553.34350 742.06739 
##        17        18        19        20        21        22        23        24 
## 647.70544 742.06739 553.34350 553.34350 553.34350 553.34350 742.06739 506.16253 
##        25        26        27        28        29        30        31        32 
## 600.52447 553.34350 647.70544 742.06739 553.34350 458.98156 458.98156 742.06739 
##        33        34        35        36        37        38        39        40 
## 600.52447 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##        41        42        43        44        45        46        47        48 
## 506.16253 836.42933 506.16253 553.34350 742.06739 270.25768 553.34350 553.34350 
##        49        50        51        52        53        54        55        56 
## 836.42933 270.25768 553.34350 553.34350 600.52447 553.34350 742.06739 694.88641 
##        57        58        59        60        61        62        63        64 
## 789.24836 647.70544 836.42933 647.70544 742.06739 836.42933 647.70544 553.34350 
##        65        66        67        68        69        70        71        72 
## 506.16253 836.42933 836.42933 742.06739 553.34350 600.52447 506.16253 553.34350 
##        73        74        75        76        77        78        79        80 
## 789.24836 694.88641 742.06739 553.34350 553.34350 553.34350 506.16253 647.70544 
##        81        82        83        84        85        86        87        88 
## 553.34350 553.34350 553.34350 553.34350 364.61962 553.34350 553.34350 742.06739 
##        89        90        91        92        93        94        95        96 
## 553.34350 553.34350 553.34350 364.61962 553.34350 411.80059 553.34350 553.34350 
##        97        98        99       100       101       102       103       104 
## 742.06739 789.24836 836.42933 836.42933 647.70544 742.06739 553.34350 553.34350 
##       105       106       107       108       109       110       111       112 
## 458.98156 458.98156 553.34350 553.34350 364.61962 553.34350 553.34350 553.34350 
##       113       114       115       116       117       118       119       120 
## 553.34350 647.70544 836.42933 742.06739 647.70544 458.98156 600.52447 553.34350 
##       121       122       123       124       125       126       127       128 
## 553.34350 553.34350 553.34350 647.70544 553.34350 553.34350 553.34350 836.42933 
##       129       130       131       132       133       134       135       136 
## 553.34350 694.88641 553.34350 553.34350 836.42933 789.24836 506.16253 647.70544 
##       137       138       139       140       141       142       143       144 
## 742.06739 553.34350 553.34350 553.34350 600.52447 553.34350 553.34350 553.34350 
##       145       146       147       148       149       150       151       152 
## 647.70544 742.06739 553.34350 553.34350 647.70544 742.06739 647.70544 694.88641 
##       153       154       155       156       157       158       159       160 
## 223.07670 553.34350 458.98156 553.34350 553.34350 647.70544 647.70544 553.34350 
##       161       162       163       164       165       166       167       168 
## 600.52447 411.80059 553.34350 364.61962 553.34350 553.34350 553.34350 742.06739 
##       169       170       171       172       173       174       175       176 
## 836.42933 600.52447 742.06739 694.88641 553.34350 647.70544 553.34350 553.34350 
##       177       178       179       180       181       182       183       184 
## 553.34350 553.34350 553.34350 553.34350 742.06739 742.06739 553.34350 553.34350 
##       185       186       187       188       189       190       191       192 
## 694.88641 742.06739 742.06739 553.34350 742.06739 364.61962 553.34350 553.34350 
##       193       194       195       196       197       198       199       200 
## 364.61962 789.24836 647.70544 694.88641 553.34350 553.34350 742.06739 647.70544 
##       201       202       203       204       205       206       207       208 
## 553.34350 742.06739 553.34350 836.42933 836.42933 411.80059 553.34350 600.52447 
##       209       210       211       212       213       214       215       216 
## 553.34350 553.34350 553.34350 553.34350 553.34350 506.16253 694.88641 836.42933 
##       217       218       219       220       221       222       223       224 
## 553.34350 364.61962 553.34350 694.88641 364.61962 647.70544 553.34350 742.06739 
##       225       226       227       228       229       230       231       232 
## 411.80059 742.06739 742.06739 647.70544 600.52447 600.52447 647.70544 553.34350 
##       233       234       235       236       237       238       239       240 
## 553.34350 458.98156 742.06739 553.34350 553.34350 600.52447 364.61962 742.06739 
##       241       242       243       244       245       246       247       248 
## 458.98156 742.06739 458.98156 364.61962 742.06739 742.06739 553.34350 742.06739 
##       249       250       251       252       253       254       255       256 
## 600.52447 836.42933 553.34350 553.34350 458.98156 458.98156 742.06739 742.06739 
##       257       258       259       260       261       262       263       264 
## 742.06739 836.42933 836.42933 600.52447 553.34350 458.98156 553.34350 742.06739 
##       265       266       267       268       269       270       271       272 
## 647.70544 647.70544 553.34350 364.61962 553.34350 742.06739 553.34350 553.34350 
##       273       274       275       276       277       278       279       280 
## 553.34350 553.34350 600.52447 553.34350 553.34350 553.34350 553.34350 553.34350 
##       281       282       283       284       285       286       287       288 
## 836.42933 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##       289       290       291       292       293       294       295       296 
## 553.34350 553.34350 553.34350 789.24836 600.52447 506.16253 553.34350 553.34350 
##       297       298       299       300       301       302       303       304 
## 553.34350 553.34350 742.06739 411.80059 647.70544 553.34350 789.24836 647.70544 
##       305       306       307       308       309       310       311       312 
## 600.52447 553.34350 742.06739 553.34350 553.34350 647.70544 458.98156 647.70544 
##       313       314       315       316       317       318       319       320 
## 553.34350 742.06739 742.06739 742.06739 742.06739 742.06739 553.34350 317.43865 
##       321       322       323       324       325       326       327       328 
## 364.61962 506.16253 647.70544 742.06739 742.06739 742.06739 647.70544 742.06739 
##       329       330       331       332       333       334       335       336 
## 600.52447 789.24836 553.34350 836.42933 742.06739 553.34350 836.42933 600.52447 
##       337       338       339       340       341       342       343       344 
## 553.34350 553.34350 553.34350 789.24836 789.24836  81.53379 553.34350 553.34350 
##       345       346       347       348       349       350       351       352 
## 742.06739 647.70544 789.24836 742.06739 742.06739 789.24836 553.34350 789.24836 
##       353       354       355       356       357       358       359       360 
## 647.70544 553.34350 553.34350 458.98156 553.34350 553.34350 742.06739 553.34350 
##       361       362       363       364       365       366       367       368 
## 270.25768 553.34350 553.34350 506.16253 553.34350 506.16253 364.61962 553.34350 
##       369       370       371       372       373       374       375       376 
## 553.34350 553.34350 553.34350 647.70544 411.80059 600.52447 647.70544 553.34350 
##       377       378       379       380       381       382       383       384 
## 647.70544 553.34350 742.06739 694.88641 553.34350 742.06739 836.42933 458.98156 
##       385       386       387       388       389       390       391       392 
## 553.34350 553.34350 364.61962 364.61962 742.06739 553.34350 553.34350 553.34350 
##       393       394       395       396       397       398       399       400 
## 647.70544 553.34350 600.52447 553.34350 553.34350 836.42933 836.42933 742.06739 
##       401       402       403       404       405       406       407       408 
## 647.70544 600.52447 553.34350 364.61962 836.42933 742.06739 742.06739 694.88641 
##       409       410       411       412       413       414       415       416 
## 647.70544 600.52447 647.70544 742.06739 742.06739 553.34350 506.16253 553.34350 
##       417       418       419       420       421       422       423       424 
## 553.34350 506.16253 600.52447 458.98156 553.34350 742.06739 742.06739 647.70544 
##       425       426       427       428       429       430       431       432 
## 553.34350 647.70544 553.34350 647.70544 647.70544 742.06739 647.70544 789.24836 
##       433       434       435       436       437       438       439       440 
## 553.34350 553.34350 742.06739 553.34350 317.43865 647.70544 647.70544 647.70544 
##       441       442       443       444       445       446       447       448 
## 647.70544 553.34350 742.06739 506.16253 553.34350 836.42933 553.34350 506.16253 
##       449       450       451       452       453       454       455       456 
## 553.34350 836.42933 364.61962 836.42933 553.34350 742.06739 647.70544 647.70544 
##       457       458       459       460       461       462       463       464 
## 742.06739 694.88641 553.34350 553.34350 742.06739 647.70544 647.70544 553.34350 
##       465       466       467       468       469       470       471       472 
## 553.34350 364.61962 553.34350 647.70544 553.34350 647.70544 553.34350 553.34350 
##       473       474       475       476       477       478       479       480 
## 553.34350 789.24836 553.34350 742.06739 694.88641 553.34350 458.98156 411.80059 
##       481       482       483       484       485       486       487       488 
## 458.98156 458.98156 553.34350 742.06739 364.61962 458.98156 364.61962 364.61962 
##       489       490       491       492       493       494       495       496 
## 553.34350 553.34350 553.34350 742.06739 742.06739 836.42933 553.34350 553.34350 
##       497       498       499       500       501       502       503       504 
## 742.06739 647.70544 553.34350 742.06739 458.98156 411.80059 647.70544 553.34350 
##       505       506       507       508       509       510       511       512 
## 553.34350 553.34350 647.70544 553.34350 553.34350 836.42933 742.06739 694.88641 
##       513       514       515       516       517       518       519       520 
## 553.34350 742.06739 600.52447 553.34350 553.34350 270.25768 836.42933 553.34350 
##       521       522       523       524       525       526       527       528 
## 411.80059 553.34350 553.34350 553.34350 553.34350 553.34350 789.24836 553.34350 
##       529       530       531       532       533       534       535       536 
## 553.34350 789.24836 789.24836 694.88641 553.34350 553.34350 836.42933 553.34350 
##       537       538       539       540       541       542       543       544 
## 836.42933 742.06739 600.52447 553.34350 553.34350 553.34350 742.06739 742.06739 
##       545       546       547       548       549       550       551       552 
## 553.34350 458.98156 647.70544 553.34350 458.98156 742.06739 836.42933 694.88641 
##       553       554       555       556       557       558       559       560 
## 600.52447 553.34350 836.42933 364.61962 506.16253 742.06739 647.70544 553.34350 
##       561       562       563       564       565       566       567       568 
## 553.34350 506.16253 553.34350 553.34350 600.52447 647.70544 553.34350 553.34350 
##       569       570       571       572       573       574       575       576 
## 600.52447 553.34350 647.70544 553.34350 553.34350 694.88641 647.70544 647.70544 
##       577       578       579       580       581       582       583       584 
## 553.34350 742.06739 836.42933 553.34350 553.34350 411.80059 364.61962 836.42933 
##       585       586       587       588       589       590       591       592 
## 600.52447 742.06739 553.34350 553.34350 742.06739 600.52447 742.06739 553.34350 
##       593       594       595       596       597       598       599       600 
## 553.34350 553.34350 742.06739 553.34350 836.42933 836.42933 553.34350 553.34350 
##       601       602       603       604       605       606       607       608 
## 553.34350 742.06739 600.52447 836.42933 364.61962 553.34350 647.70544 553.34350 
##       609       610       611       612       613       614       615       616 
## 647.70544 600.52447 789.24836 553.34350 742.06739 742.06739 553.34350 647.70544 
##       617       618       619       620       621       622       623       624 
## 742.06739 742.06739 694.88641 836.42933 742.06739 836.42933 458.98156 742.06739 
##       625       626       627       628       629       630       631       632 
## 836.42933 506.16253 836.42933 647.70544 647.70544 553.34350 553.34350 553.34350 
##       633       634       635       636       637       638       639       640 
## 647.70544 647.70544 836.42933 742.06739 647.70544 789.24836 836.42933 553.34350 
##       641       642       643       644       645       646       647       648 
## 553.34350 553.34350 789.24836 553.34350 836.42933 836.42933 694.88641 411.80059 
##       649       650       651       652       653       654       655       656 
## 458.98156 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 836.42933 
##       657       658       659       660       661       662       663       664 
## 836.42933 553.34350 553.34350 411.80059 742.06739 742.06739 317.43865 553.34350 
##       665       666       667       668       669       670       671       672 
## 553.34350 317.43865 742.06739 694.88641 553.34350 506.16253 506.16253 458.98156 
##       673       674       675       676       677       678       679       680 
## 553.34350 647.70544 553.34350 458.98156 553.34350 647.70544 553.34350 742.06739 
##       681       682       683       684       685       686       687       688 
## 553.34350 553.34350 647.70544 458.98156 553.34350 411.80059 553.34350 506.16253 
##       689       690       691       692       693       694       695       696 
## 647.70544 364.61962 742.06739 836.42933 647.70544 742.06739 600.52447 836.42933 
##       697       698       699       700       701       702       703       704 
## 742.06739 742.06739 694.88641 836.42933 458.98156 647.70544 742.06739 553.34350 
##       705       706       707       708       709       710       711       712 
## 411.80059 553.34350 553.34350 742.06739 742.06739 836.42933 742.06739 647.70544 
##       713       714       715       716       717       718       719       720 
## 553.34350  81.53379 836.42933 553.34350 553.34350 553.34350 553.34350 553.34350 
##       721       722       723       724       725       726       727       728 
## 647.70544 742.06739 647.70544 553.34350 411.80059 836.42933 742.06739 553.34350 
##       729       730       731       732       733       734       735       736 
## 506.16253 553.34350 553.34350 600.52447 600.52447 553.34350 600.52447 553.34350 
##       737       738       739       740       741       742       743       744 
## 553.34350 742.06739 789.24836 553.34350 553.34350 553.34350 647.70544 647.70544 
##       745       746       747       748       749       750       751       752 
## 647.70544 553.34350 506.16253 553.34350 553.34350 553.34350 553.34350 553.34350 
##       753       754       755       756       757       758       759       760 
## 600.52447 553.34350 553.34350 364.61962 600.52447 789.24836 836.42933 600.52447 
##       761       762       763       764       765       766       767       768 
## 836.42933 600.52447 742.06739 600.52447 694.88641 789.24836 600.52447 836.42933 
##       769       770       771       772       773       774       775       776 
## 600.52447 694.88641 600.52447 553.34350 694.88641 789.24836 836.42933 836.42933 
##       777       778       779       780       781       782       783       784 
## 600.52447 742.06739 553.34350 506.16253 458.98156 742.06739 647.70544 553.34350 
##       785       786       787       788       789       790       791       792 
## 553.34350 553.34350 553.34350 647.70544 553.34350 553.34350 458.98156 553.34350 
##       793       794       795       796       797       798       799       800 
## 647.70544 553.34350 694.88641 742.06739 411.80059 553.34350 600.52447 647.70544 
##       801       802       803       804       805       806       807       808 
## 742.06739 553.34350 553.34350 553.34350 647.70544 553.34350 553.34350 553.34350 
##       809       810       811       812       813       814       815       816 
## 553.34350 742.06739 553.34350 836.42933 742.06739 553.34350 836.42933 742.06739 
##       817       818       819       820       821       822       823       824 
## 647.70544 789.24836 742.06739 789.24836 506.16253 836.42933 836.42933 742.06739 
##       825       826       827       828       829       830       831       832 
## 317.43865 742.06739 742.06739 553.34350 647.70544 553.34350 742.06739 742.06739 
##       833       834       835       836       837       838       839       840 
## 836.42933 553.34350 836.42933 742.06739 789.24836 836.42933 742.06739 553.34350 
##       841       842       843       844       845       846       847       848 
## 553.34350 836.42933 836.42933 742.06739 836.42933 411.80059 742.06739 836.42933 
##       849       850       851       852       853       854       855       856 
## 742.06739 742.06739 553.34350 836.42933 553.34350 742.06739 364.61962 553.34350 
##       857       858       859       860       861       862       863       864 
## 553.34350 506.16253 553.34350 836.42933 694.88641 836.42933 647.70544 600.52447 
##       865       866       867       868       869       870       871       872 
## 553.34350 411.80059 647.70544 647.70544 553.34350 742.06739 553.34350 742.06739 
##       873       874       875       876       877       878       879       880 
## 175.89573 553.34350 789.24836 836.42933 647.70544 836.42933 458.98156 836.42933 
##       881       882       883       884       885       886       887       888 
## 836.42933 553.34350 553.34350 742.06739 836.42933 600.52447 789.24836 458.98156 
##       889       890       891       892       893       894       895       896 
## 836.42933 411.80059 742.06739 789.24836 553.34350 553.34350 553.34350 647.70544 
##       897       898       899       900       901       902       903       904 
## 694.88641 411.80059 553.34350 694.88641 553.34350 600.52447 694.88641 553.34350 
##       905       906       907       908       909       910       911       912 
## 836.42933 553.34350 553.34350 600.52447 742.06739 694.88641 600.52447 553.34350 
##       913       914       915       916       917       918       919       920 
## 742.06739 553.34350 458.98156 553.34350 694.88641 836.42933 223.07670 647.70544 
##       921       922       923       924       925       926       927       928 
## 647.70544 742.06739 694.88641 647.70544 742.06739 742.06739 836.42933 458.98156 
##       929       930       931       932       933       934       935       936 
## 694.88641 836.42933 411.80059 836.42933 647.70544 553.34350 742.06739 553.34350 
##       937       938       939       940       941       942       943       944 
## 553.34350 742.06739 742.06739 600.52447 553.34350 600.52447 506.16253 553.34350 
##       945       946       947       948       949       950       951       952 
## 647.70544 553.34350 836.42933 836.42933 553.34350 553.34350 553.34350 742.06739 
##       953       954       955       956       957       958       959       960 
## 600.52447 647.70544 600.52447 836.42933 553.34350 694.88641 553.34350 836.42933 
##       961       962       963       964       965       966       967       968 
## 600.52447 553.34350 553.34350 742.06739 742.06739 742.06739 647.70544 742.06739 
##       969       970       971       972       973       974       975       976 
## 836.42933 742.06739 553.34350 647.70544 647.70544 836.42933 836.42933 647.70544 
##       977       978       979       980       981       982       983       984 
## 836.42933 836.42933 742.06739 742.06739 411.80059 553.34350 553.34350 553.34350 
##       985       986       987       988       989       990       991       992 
## 600.52447 364.61962 742.06739  81.53379 -12.82815 600.52447 647.70544 553.34350 
##       993       994       995       996       997       998       999      1000 
## 836.42933 742.06739 553.34350 553.34350 553.34350 364.61962 694.88641 553.34350 
##      1001      1002      1003      1004      1005      1006      1007      1008 
## 553.34350 553.34350 411.80059 836.42933 742.06739 553.34350 553.34350 600.52447 
##      1009      1010      1011      1012      1013      1014      1015      1016 
## 742.06739 789.24836 458.98156 600.52447 553.34350 553.34350 836.42933 836.42933 
##      1017      1018      1019      1020      1021      1022      1023      1024 
## 836.42933 553.34350 553.34350 694.88641 647.70544 553.34350 553.34350 742.06739 
##      1025      1026      1027      1028      1029      1030      1031      1032 
## 836.42933 836.42933 647.70544 553.34350 742.06739 553.34350 600.52447 553.34350 
##      1033      1034      1035      1036      1037      1038      1039      1040 
## 742.06739 742.06739 742.06739 742.06739 553.34350 836.42933 647.70544 600.52447 
##      1041      1042      1043      1044      1045      1046      1047      1048 
## 553.34350 647.70544 600.52447 553.34350 647.70544 600.52447 742.06739 553.34350 
##      1049      1050      1051      1052      1053      1054      1055      1056 
## 836.42933 836.42933 742.06739 647.70544 553.34350 553.34350 742.06739 836.42933 
##      1057      1058      1059      1060      1061      1062      1063      1064 
## 742.06739 836.42933 836.42933 364.61962 742.06739 647.70544 458.98156 553.34350 
##      1065      1066      1067      1068      1069      1070      1071      1072 
## 647.70544 600.52447 600.52447 694.88641 553.34350 694.88641 553.34350 836.42933 
##      1073      1074      1075      1076      1077      1078      1079      1080 
## 694.88641 694.88641 694.88641 647.70544 836.42933 836.42933 553.34350 742.06739 
##      1081      1082      1083      1084      1085      1086      1087      1088 
## 553.34350 742.06739 647.70544 836.42933 553.34350 553.34350 836.42933 647.70544 
##      1089      1090      1091      1092      1093      1094      1095      1096 
## 647.70544 553.34350 836.42933 600.52447 836.42933 553.34350 553.34350 553.34350 
##      1097      1098      1099      1100      1101      1102      1103      1104 
## 223.07670 553.34350 647.70544 553.34350 600.52447 836.42933 836.42933 553.34350 
##      1105      1106      1107      1108      1109      1110      1111      1112 
## 553.34350 553.34350 506.16253 600.52447 600.52447 600.52447 553.34350 506.16253 
##      1113      1114      1115      1116      1117      1118      1119      1120 
## 789.24836 836.42933 553.34350 789.24836 836.42933 836.42933 836.42933 553.34350 
##      1121      1122      1123      1124      1125      1126      1127      1128 
## 836.42933 789.24836 553.34350 742.06739 553.34350 553.34350 742.06739 742.06739 
##      1129      1130      1131      1132      1133      1134      1135      1136 
## 742.06739 742.06739 647.70544 836.42933 553.34350 553.34350 694.88641 742.06739 
##      1137      1138      1139      1140      1141      1142      1143      1144 
## 600.52447 553.34350 694.88641 553.34350 742.06739 553.34350 742.06739 836.42933 
##      1145      1146      1147      1148      1149      1150      1151      1152 
## 600.52447 742.06739 742.06739 789.24836 789.24836 647.70544 506.16253 836.42933 
##      1153      1154      1155      1156      1157      1158      1159      1160 
## 742.06739 789.24836 553.34350 742.06739 458.98156 553.34350 742.06739 647.70544 
##      1161      1162      1163      1164      1165      1166      1167      1168 
## 742.06739 364.61962 553.34350 553.34350 694.88641 553.34350 506.16253 600.52447 
##      1169      1170      1171      1172      1173      1174      1175      1176 
## 836.42933 317.43865 647.70544 742.06739 647.70544 553.34350 458.98156 553.34350 
##      1177      1178      1179      1180      1181      1182      1183      1184 
## 553.34350 553.34350 836.42933 742.06739 836.42933 553.34350 553.34350 600.52447 
##      1185      1186      1187      1188      1189      1190      1191      1192 
## 742.06739 647.70544 694.88641 553.34350 836.42933 836.42933 836.42933 647.70544 
##      1193      1194      1195      1196      1197      1198      1199      1200 
## 553.34350 553.34350 553.34350 789.24836 742.06739 553.34350 553.34350 742.06739 
##      1201      1202      1203      1204      1205      1206      1207      1208 
## 553.34350 694.88641 553.34350 647.70544 553.34350 836.42933 836.42933 647.70544 
##      1209      1210      1211      1212      1213      1214      1215      1216 
## 553.34350 600.52447 742.06739 553.34350 553.34350 742.06739 836.42933 647.70544 
##      1217      1218      1219      1220      1221      1222      1223      1224 
## 553.34350 836.42933 836.42933 553.34350 694.88641 647.70544 742.06739 553.34350 
##      1225      1226      1227      1228      1229      1230      1231      1232 
## 836.42933 836.42933 836.42933 742.06739 742.06739 553.34350 600.52447 553.34350 
##      1233      1234      1235      1236      1237      1238      1239      1240 
## 458.98156 270.25768 600.52447 553.34350 836.42933 553.34350 600.52447 600.52447 
##      1241      1242      1243      1244      1245      1246      1247      1248 
## 742.06739 647.70544 789.24836 742.06739 742.06739 742.06739 789.24836 836.42933 
##      1249      1250      1251      1252      1253      1254      1255      1256 
## 553.34350 836.42933 553.34350 553.34350 694.88641 742.06739 836.42933 836.42933 
##      1257      1258      1259      1260      1261      1262      1263      1264 
## 553.34350 553.34350 553.34350 411.80059 553.34350 553.34350 553.34350 694.88641 
##      1265      1266      1267      1268      1269      1270      1271      1272 
## 647.70544 647.70544 742.06739 553.34350 411.80059 742.06739 553.34350 553.34350 
##      1273      1274      1275      1276      1277      1278      1279      1280 
## 553.34350 553.34350 836.42933 458.98156 600.52447 553.34350 553.34350 647.70544 
##      1281      1282      1283      1284      1285      1286      1287      1288 
## 553.34350 600.52447 553.34350 364.61962 553.34350 789.24836 647.70544 553.34350 
##      1289      1290      1291      1292      1293      1294      1295      1296 
## 647.70544 836.42933 742.06739 553.34350 458.98156 553.34350 553.34350 553.34350 
##      1297      1298      1299      1300      1301      1302      1303      1304 
## 742.06739 742.06739 553.34350 742.06739 553.34350 553.34350 553.34350 506.16253 
##      1305      1306      1307      1308      1309      1310      1311      1312 
## 458.98156 647.70544 647.70544 694.88641 553.34350 694.88641 553.34350 506.16253 
##      1313      1314      1315      1316      1317      1318      1319      1320 
## 553.34350 647.70544 553.34350 553.34350 647.70544 836.42933 742.06739 600.52447 
##      1321      1322      1323      1324      1325      1326      1327      1328 
## 364.61962 553.34350 553.34350 553.34350 553.34350 789.24836 553.34350 458.98156 
##      1329      1330      1331      1332      1333      1334      1335      1336 
## 553.34350 553.34350 600.52447 553.34350 836.42933 836.42933 742.06739 553.34350 
##      1337      1338      1339      1340      1341      1342      1343      1344 
## 553.34350 836.42933 553.34350 647.70544 789.24836 836.42933 553.34350 553.34350 
##      1345      1346      1347      1348      1349      1350      1351      1352 
## 364.61962 553.34350 600.52447 553.34350 411.80059 600.52447 506.16253 553.34350 
##      1353      1354      1355      1356      1357      1358      1359      1360 
## 647.70544 694.88641 789.24836 600.52447 789.24836 600.52447 789.24836 694.88641 
##      1361      1362      1363      1364      1365      1366      1367      1368 
## 458.98156 553.34350 742.06739 553.34350 506.16253 647.70544 694.88641 647.70544 
##      1369      1370      1371      1372      1373      1374      1375      1376 
## 789.24836 836.42933 553.34350 364.61962 411.80059 553.34350 553.34350 600.52447 
##      1377      1378      1379      1380      1381      1382      1383      1384 
## 553.34350 364.61962 553.34350 742.06739 789.24836 458.98156 836.42933 836.42933 
##      1385      1386      1387      1388      1389      1390      1391      1392 
## 742.06739 600.52447 742.06739 553.34350 789.24836 789.24836 553.34350 458.98156 
##      1393      1394      1395      1396      1397      1398      1399      1400 
## 647.70544 553.34350 694.88641 836.42933 836.42933 270.25768 411.80059 742.06739 
##      1401      1402      1403      1404      1405      1406      1407      1408 
## 836.42933 553.34350 647.70544 600.52447 742.06739 836.42933 600.52447 458.98156 
##      1409      1410      1411      1412      1413      1414      1415      1416 
## 553.34350 317.43865 742.06739 553.34350 553.34350 553.34350 600.52447 836.42933 
##      1417      1418      1419      1420      1421      1422      1423      1424 
## 742.06739 270.25768 553.34350 553.34350 836.42933 553.34350 458.98156 553.34350 
##      1425      1426      1427      1428      1429      1430      1431      1432 
## 553.34350 742.06739 553.34350 600.52447 694.88641 742.06739 742.06739 836.42933 
##      1433      1434      1435      1436      1437      1438      1439      1440 
## 553.34350 175.89573 742.06739 742.06739 553.34350 553.34350 742.06739 742.06739 
##      1441      1442      1443      1444      1445      1446      1447      1448 
## 600.52447 647.70544 647.70544 742.06739 600.52447 364.61962 553.34350 742.06739 
##      1449      1450      1451      1452      1453      1454      1455      1456 
## 553.34350 553.34350 742.06739 553.34350 600.52447 553.34350 553.34350 553.34350 
##      1457      1458      1459      1460      1461      1462      1463      1464 
## 742.06739 553.34350 553.34350 836.42933 647.70544 553.34350 600.52447 789.24836 
##      1465      1466      1467      1468      1469      1470      1471      1472 
## 742.06739 836.42933 836.42933 836.42933 553.34350 694.88641 836.42933 836.42933 
##      1473      1474      1475      1476      1477      1478      1479      1480 
## 506.16253 553.34350 553.34350 742.06739 647.70544 506.16253 647.70544 836.42933 
##      1481      1482      1483      1484      1485      1486      1487      1488 
## 694.88641 647.70544 553.34350 647.70544 742.06739 742.06739 553.34350 742.06739 
##      1489      1490      1491      1492      1493      1494      1495      1496 
## 553.34350 742.06739 647.70544 411.80059 553.34350 553.34350 553.34350 836.42933 
##      1497      1498      1499      1500      1501      1502      1503      1504 
## 836.42933 647.70544 600.52447 506.16253 553.34350 553.34350 553.34350 836.42933 
##      1505      1506      1507      1508      1509      1510      1511      1512 
## 553.34350 553.34350 506.16253 647.70544 742.06739 742.06739 553.34350 553.34350 
##      1513      1514      1515      1516      1517      1518      1519      1520 
## 836.42933 694.88641 647.70544 647.70544 553.34350 553.34350 694.88641 553.34350 
##      1521      1522      1523      1524      1525      1526      1527      1528 
## 647.70544 553.34350 647.70544 836.42933 600.52447 553.34350 458.98156 553.34350 
##      1529      1530      1531      1532      1533      1534      1535      1536 
## 553.34350 553.34350 836.42933 647.70544 553.34350 553.34350 553.34350 553.34350 
##      1537      1538      1539      1540      1541      1542      1543      1544 
## 647.70544 742.06739 553.34350 742.06739 600.52447 553.34350 553.34350 553.34350 
##      1545      1546      1547      1548      1549      1550      1551      1552 
## 742.06739 647.70544 175.89573 553.34350 553.34350 600.52447 506.16253 600.52447 
##      1553      1554      1555      1556      1557      1558      1559      1560 
## 742.06739 836.42933 553.34350 364.61962 553.34350 553.34350 694.88641 553.34350 
##      1561      1562      1563      1564      1565      1566      1567      1568 
## 742.06739 647.70544 411.80059 553.34350 647.70544 694.88641 411.80059 553.34350 
##      1569      1570      1571      1572      1573      1574      1575      1576 
## 742.06739 694.88641 647.70544 506.16253 458.98156 553.34350 553.34350 836.42933 
##      1577      1578      1579      1580      1581      1582      1583      1584 
## 742.06739 742.06739 223.07670 742.06739 553.34350 553.34350 742.06739 647.70544 
##      1585      1586      1587      1588      1589      1590      1591      1592 
## 411.80059 742.06739 647.70544 553.34350 553.34350 836.42933 742.06739 647.70544 
##      1593      1594      1595      1596      1597      1598      1599      1600 
## 553.34350 128.71476 553.34350 411.80059 836.42933 742.06739 694.88641 836.42933 
##      1601      1602      1603      1604      1605      1606      1607      1608 
## 553.34350 742.06739 553.34350 742.06739 742.06739 -12.82815 553.34350 600.52447 
##      1609      1610      1611      1612      1613      1614      1615      1616 
## 836.42933 836.42933 458.98156 600.52447 553.34350 836.42933 553.34350 742.06739 
##      1617      1618      1619      1620      1621      1622      1623      1624 
## 600.52447 506.16253 553.34350 647.70544 836.42933 742.06739 742.06739 600.52447 
##      1625      1626      1627      1628      1629      1630      1631      1632 
## 836.42933 742.06739 553.34350 553.34350 553.34350 789.24836 836.42933 647.70544 
##      1633      1634      1635      1636      1637      1638      1639      1640 
## 742.06739 647.70544 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##      1641      1642      1643      1644      1645      1646      1647      1648 
## 647.70544 742.06739 553.34350 742.06739 553.34350 647.70544 553.34350 647.70544 
##      1649      1650      1651      1652      1653      1654      1655      1656 
## 647.70544 317.43865 458.98156 742.06739 553.34350 458.98156 553.34350 647.70544 
##      1657      1658      1659      1660      1661      1662      1663      1664 
## 458.98156 836.42933 836.42933 553.34350 647.70544 647.70544 742.06739 647.70544 
##      1665      1666      1667      1668      1669      1670      1671      1672 
## 836.42933 742.06739 506.16253 742.06739 600.52447 553.34350 647.70544 836.42933 
##      1673      1674      1675      1676      1677      1678      1679      1680 
## 647.70544 789.24836 742.06739 553.34350 553.34350 742.06739 364.61962 742.06739 
##      1681      1682      1683      1684      1685      1686      1687      1688 
## 742.06739 694.88641 553.34350 458.98156 553.34350 553.34350 647.70544 600.52447 
##      1689      1690      1691      1692      1693      1694      1695      1696 
## 411.80059 411.80059 458.98156 600.52447 742.06739 458.98156 553.34350 553.34350 
##      1697      1698      1699      1700      1701      1702      1703      1704 
## 364.61962 553.34350 553.34350 694.88641 411.80059 553.34350 789.24836 742.06739 
##      1705      1706      1707      1708      1709      1710      1711      1712 
## 836.42933 553.34350  81.53379 553.34350 600.52447 553.34350 742.06739 553.34350 
##      1713      1714      1715      1716      1717      1718      1719      1720 
## 364.61962 742.06739 553.34350 742.06739 836.42933 364.61962 600.52447 553.34350 
##      1721      1722      1723      1724      1725      1726      1727      1728 
## 742.06739 553.34350 836.42933 647.70544 553.34350 411.80059 553.34350 553.34350 
##      1729      1730      1731      1732      1733      1734      1735      1736 
## 647.70544 553.34350 647.70544 647.70544 789.24836 789.24836 364.61962 553.34350 
##      1737      1738      1739      1740      1741      1742      1743      1744 
## 506.16253 553.34350 742.06739 -12.82815 364.61962 600.52447 647.70544 553.34350 
##      1745      1746      1747      1748      1749      1750      1751      1752 
## 553.34350 553.34350 553.34350 553.34350 553.34350 742.06739 553.34350 458.98156 
##      1753      1754      1755      1756      1757      1758      1759      1760 
## 458.98156 647.70544 553.34350 458.98156 742.06739 553.34350 553.34350 553.34350 
##      1761      1762      1763      1764      1765      1766      1767      1768 
## 411.80059 789.24836 742.06739 836.42933 458.98156 411.80059 553.34350 742.06739 
##      1769      1770      1771      1772      1773      1774      1775      1776 
## 647.70544 553.34350 647.70544 553.34350 553.34350 553.34350 647.70544 411.80059 
##      1777      1778      1779      1780      1781      1782      1783      1784 
## 553.34350 458.98156 128.71476 553.34350 553.34350 553.34350 600.52447 553.34350 
##      1785      1786      1787      1788      1789      1790      1791      1792 
## 458.98156 600.52447 647.70544 836.42933 600.52447 836.42933 458.98156 553.34350 
##      1793      1794      1795      1796      1797      1798      1799      1800 
## 411.80059 553.34350 553.34350 789.24836 553.34350 553.34350 553.34350 836.42933 
##      1801      1802      1803      1804      1805      1806      1807      1808 
## 600.52447 742.06739 553.34350 600.52447 742.06739 553.34350 553.34350 600.52447 
##      1809      1810      1811      1812      1813      1814      1815      1816 
## 364.61962 600.52447 506.16253 553.34350 600.52447 600.52447 364.61962 742.06739 
##      1817      1818      1819      1820      1821      1822      1823      1824 
## 458.98156 553.34350 553.34350 553.34350 742.06739 553.34350 458.98156 836.42933 
##      1825      1826      1827      1828      1829      1830      1831      1832 
## 553.34350 553.34350 742.06739 742.06739 553.34350 553.34350 647.70544 553.34350 
##      1833      1834      1835      1836      1837      1838      1839      1840 
## 742.06739 553.34350 553.34350 694.88641 647.70544 553.34350 553.34350 553.34350 
##      1841      1842      1843      1844      1845      1846      1847      1848 
## 742.06739 694.88641 647.70544 836.42933 553.34350 647.70544 647.70544 553.34350 
##      1849      1850      1851      1852      1853      1854      1855      1856 
## 742.06739 600.52447 742.06739 742.06739 553.34350 742.06739 742.06739 742.06739 
##      1857      1858      1859      1860      1861      1862      1863      1864 
## 553.34350 836.42933 742.06739 836.42933 553.34350 553.34350 553.34350 836.42933 
##      1865      1866      1867      1868      1869      1870      1871      1872 
## 553.34350 836.42933 647.70544  34.35282 647.70544 694.88641 742.06739 647.70544 
##      1873      1874      1875      1876      1877      1878      1879      1880 
## 647.70544 553.34350 600.52447 600.52447 789.24836 600.52447 458.98156 836.42933 
##      1881      1882      1883      1884      1885      1886      1887      1888 
## 553.34350 553.34350 694.88641 836.42933 742.06739 600.52447 742.06739 553.34350 
##      1889      1890      1891      1892      1893      1894      1895      1896 
## 553.34350 553.34350 553.34350 742.06739 553.34350 600.52447 553.34350 694.88641 
##      1897      1898      1899      1900      1901      1902      1903      1904 
## 647.70544 364.61962 647.70544 553.34350 553.34350 458.98156 553.34350 600.52447 
##      1905      1906      1907      1908      1909      1910      1911      1912 
## 506.16253 836.42933 694.88641 647.70544 742.06739 506.16253 553.34350 553.34350 
##      1913      1914      1915      1916      1917      1918      1919      1920 
## 553.34350 647.70544 458.98156 647.70544 553.34350 364.61962 553.34350 175.89573 
##      1921      1922      1923      1924      1925      1926      1927      1928 
## 647.70544 175.89573 553.34350 553.34350 506.16253 742.06739 647.70544 458.98156 
##      1929      1930      1931      1932      1933      1934      1935      1936 
## 647.70544 364.61962 553.34350 742.06739 647.70544 836.42933 836.42933 836.42933 
##      1937      1938      1939      1940      1941      1942      1943      1944 
## 742.06739 458.98156 836.42933 553.34350 458.98156 742.06739 742.06739 553.34350 
##      1945      1946      1947      1948      1949      1950      1951      1952 
## 647.70544 600.52447 553.34350 458.98156 458.98156 553.34350 553.34350 600.52447 
##      1953      1954      1955      1956      1957      1958      1959      1960 
## 553.34350 600.52447 647.70544 553.34350 553.34350 742.06739 742.06739 553.34350 
##      1961      1962      1963      1964      1965      1966      1967      1968 
## 553.34350 553.34350 553.34350 411.80059 789.24836 600.52447 836.42933 600.52447 
##      1969      1970      1971      1972      1973      1974      1975      1976 
## 600.52447 742.06739 553.34350 600.52447 270.25768 553.34350 553.34350 647.70544 
##      1977      1978      1979      1980      1981      1982      1983      1984 
## 553.34350 553.34350 553.34350 458.98156 553.34350 506.16253 789.24836 506.16253 
##      1985      1986      1987      1988      1989      1990      1991      1992 
## 742.06739 742.06739 647.70544 836.42933 553.34350 742.06739 694.88641 553.34350 
##      1993      1994      1995      1996      1997      1998      1999      2000 
## 742.06739 553.34350 836.42933 647.70544 836.42933 553.34350 836.42933 836.42933 
##      2001      2002      2003      2004      2005      2006      2007      2008 
## 647.70544 553.34350 458.98156 742.06739 647.70544 836.42933 742.06739 553.34350 
##      2009      2010      2011      2012      2013      2014      2015      2016 
## 553.34350 647.70544 553.34350 647.70544 553.34350 553.34350 553.34350 553.34350 
##      2017      2018      2019      2020      2021      2022      2023      2024 
## 742.06739 553.34350 553.34350 647.70544 553.34350 553.34350 553.34350 647.70544 
##      2025      2026      2027      2028      2029      2030      2031      2032 
## 647.70544 647.70544 553.34350 506.16253 553.34350 553.34350 506.16253 553.34350 
##      2033      2034      2035      2036      2037      2038      2039      2040 
## 553.34350 553.34350 553.34350 647.70544 553.34350 553.34350 836.42933 836.42933 
##      2041      2042      2043      2044      2045      2046      2047      2048 
## 742.06739 553.34350 553.34350 411.80059 694.88641 742.06739 553.34350 742.06739 
##      2049      2050      2051      2052      2053      2054      2055      2056 
## 647.70544 647.70544 600.52447 553.34350 458.98156 553.34350 553.34350 553.34350 
##      2057      2058      2059      2060      2061      2062      2063      2064 
## 553.34350 742.06739 -12.82815 600.52447 647.70544 458.98156 458.98156 553.34350 
##      2065      2066      2067      2068      2069      2070      2071      2072 
## 836.42933 742.06739 553.34350 600.52447 553.34350 553.34350 553.34350 647.70544 
##      2073      2074      2075      2076      2077      2078      2079      2080 
## 553.34350 364.61962 411.80059 600.52447 553.34350 364.61962 742.06739 836.42933 
##      2081      2082      2083      2084      2085      2086      2087      2088 
## 553.34350 553.34350 742.06739 553.34350 647.70544 647.70544 600.52447 647.70544 
##      2089      2090      2091      2092      2093      2094      2095      2096 
## 742.06739 789.24836 458.98156 458.98156 647.70544 553.34350 553.34350 506.16253 
##      2097      2098      2099      2100      2101      2102      2103      2104 
## 694.88641 553.34350 364.61962 742.06739 458.98156 836.42933 600.52447 742.06739 
##      2105      2106      2107      2108      2109      2110      2111      2112 
## 411.80059 553.34350 553.34350 742.06739 836.42933 789.24836 647.70544 836.42933 
##      2113      2114      2115      2116      2117      2118      2119      2120 
## 647.70544 553.34350 506.16253 647.70544 600.52447 553.34350 694.88641 742.06739 
##      2121      2122      2123      2124      2125      2126      2127      2128 
## 553.34350 553.34350 742.06739 600.52447 553.34350 647.70544 364.61962 742.06739 
##      2129      2130      2131      2132      2133      2134      2135      2136 
## 742.06739 836.42933 647.70544 553.34350 600.52447 553.34350 553.34350 553.34350 
##      2137      2138      2139      2140      2141      2142      2143      2144 
## 742.06739 506.16253 553.34350 742.06739 553.34350 742.06739 647.70544 553.34350 
##      2145      2146      2147      2148      2149      2150      2151      2152 
## 742.06739 553.34350 364.61962 742.06739 647.70544 553.34350 553.34350 553.34350 
##      2153      2154      2155      2156      2157      2158      2159      2160 
## 647.70544 553.34350 836.42933 742.06739 647.70544 317.43865 553.34350 742.06739 
##      2161      2162      2163      2164      2165      2166      2167      2168 
## 836.42933 742.06739 553.34350 742.06739 742.06739 742.06739 553.34350 600.52447 
##      2169      2170      2171      2172      2173      2174      2175      2176 
## 742.06739 600.52447 789.24836 553.34350 742.06739 553.34350 458.98156 553.34350 
##      2177      2178      2179      2180      2181      2182      2183      2184 
## 836.42933 647.70544 647.70544 836.42933 742.06739 506.16253 553.34350 836.42933 
##      2185      2186      2187      2188      2189      2190      2191      2192 
## 647.70544 553.34350 458.98156 647.70544 742.06739 742.06739 553.34350 742.06739 
##      2193      2194      2195      2196      2197      2198      2199      2200 
## 742.06739 836.42933 600.52447 836.42933 553.34350 836.42933 364.61962 506.16253 
##      2201      2202      2203      2204      2205      2206      2207      2208 
## 553.34350 836.42933 600.52447 553.34350 789.24836 553.34350 789.24836 694.88641 
##      2209      2210      2211      2212      2213      2214      2215      2216 
## 553.34350 553.34350 553.34350 553.34350 458.98156 553.34350 600.52447 742.06739 
##      2217      2218      2219      2220      2221      2222      2223      2224 
## 364.61962 553.34350 742.06739 647.70544 506.16253 553.34350 175.89573 553.34350 
##      2225      2226      2227      2228      2229      2230      2231      2232 
## 553.34350 553.34350 553.34350 647.70544 458.98156 553.34350 458.98156 506.16253 
##      2233      2234      2235      2236      2237      2238      2239      2240 
## 411.80059 742.06739 647.70544 458.98156 836.42933 553.34350 553.34350 506.16253 
##      2241      2242      2243      2244      2245      2246      2247      2248 
## 553.34350 600.52447 553.34350 742.06739 836.42933 742.06739 553.34350 836.42933 
##      2249      2250      2251      2252      2253      2254      2255      2256 
## 458.98156 553.34350 742.06739 647.70544 553.34350 742.06739 506.16253 647.70544 
##      2257      2258      2259      2260      2261      2262      2263      2264 
## 742.06739 836.42933 553.34350 742.06739 742.06739 553.34350 742.06739 553.34350 
##      2265      2266      2267      2268      2269      2270      2271      2272 
## 742.06739 694.88641 223.07670 -12.82815 553.34350 553.34350 317.43865 694.88641 
##      2273      2274      2275      2276      2277      2278      2279      2280 
## 270.25768 742.06739 836.42933 742.06739 553.34350 553.34350 553.34350 553.34350 
##      2281      2282      2283      2284      2285      2286      2287      2288 
## 742.06739 742.06739 553.34350 553.34350 647.70544 553.34350 553.34350 647.70544 
##      2289      2290      2291      2292      2293      2294      2295      2296 
## 553.34350 506.16253 553.34350 364.61962 647.70544 553.34350 553.34350 553.34350 
##      2297      2298      2299      2300      2301      2302      2303      2304 
## 600.52447 553.34350 553.34350 742.06739 789.24836 506.16253 553.34350 553.34350 
##      2305      2306      2307      2308      2309      2310      2311      2312 
## 506.16253 553.34350 742.06739 553.34350 364.61962 742.06739 647.70544 553.34350 
##      2313      2314      2315      2316      2317      2318      2319      2320 
## 600.52447 553.34350 836.42933 647.70544 553.34350 647.70544 553.34350 553.34350 
##      2321      2322      2323      2324      2325      2326      2327      2328 
## 506.16253 600.52447 553.34350 553.34350 553.34350 553.34350 836.42933 742.06739 
##      2329      2330      2331      2332      2333      2334      2335      2336 
## 553.34350 647.70544 553.34350 553.34350 742.06739 600.52447 553.34350 553.34350 
##      2337      2338      2339      2340      2341      2342      2343      2344 
## 836.42933 742.06739 836.42933 553.34350 553.34350 647.70544 553.34350 364.61962 
##      2345      2346      2347      2348      2349      2350      2351      2352 
## 647.70544 742.06739 600.52447 836.42933 600.52447 647.70544 553.34350 836.42933 
##      2353      2354      2355      2356      2357      2358      2359      2360 
## 836.42933 742.06739 317.43865 128.71476 553.34350 742.06739 742.06739 506.16253 
##      2361      2362      2363      2364      2365      2366      2367      2368 
## 553.34350 742.06739 694.88641 553.34350 553.34350 694.88641 364.61962 836.42933 
##      2369      2370      2371      2372      2373      2374      2375      2376 
## 600.52447 411.80059 789.24836 742.06739 836.42933 364.61962 553.34350 458.98156 
##      2377      2378      2379      2380      2381      2382      2383      2384 
## 364.61962 506.16253 553.34350 647.70544 553.34350 553.34350 694.88641 553.34350 
##      2385      2386      2387      2388      2389      2390      2391      2392 
## 553.34350 553.34350 647.70544 364.61962 836.42933 364.61962 742.06739 694.88641 
##      2393      2394      2395      2396      2397      2398      2399      2400 
## 836.42933 742.06739 742.06739 553.34350 553.34350 694.88641 458.98156 742.06739 
##      2401      2402      2403      2404      2405      2406      2407      2408 
## 364.61962 411.80059 742.06739 553.34350 836.42933 694.88641 458.98156 175.89573 
##      2409      2410      2411      2412      2413      2414      2415      2416 
## 553.34350 647.70544 742.06739 553.34350 553.34350 742.06739 553.34350 411.80059 
##      2417      2418      2419      2420      2421      2422      2423      2424 
## 836.42933 742.06739 600.52447 553.34350 836.42933 553.34350 742.06739 553.34350 
##      2425      2426      2427      2428      2429      2430      2431      2432 
## 742.06739 742.06739 553.34350 742.06739 742.06739 742.06739 411.80059 742.06739 
##      2433      2434      2435      2436      2437      2438      2439      2440 
##  81.53379 600.52447 600.52447 742.06739 553.34350 836.42933 836.42933 458.98156 
##      2441      2442      2443      2444      2445      2446      2447      2448 
## 458.98156 836.42933 836.42933 742.06739 600.52447 647.70544 364.61962 836.42933 
##      2449      2450      2451      2452      2453      2454      2455      2456 
##  81.53379 506.16253 553.34350 836.42933 364.61962 223.07670 553.34350 789.24836 
##      2457      2458      2459      2460      2461      2462      2463      2464 
## 553.34350 600.52447 836.42933 458.98156 553.34350 270.25768 694.88641 506.16253 
##      2465      2466      2467      2468      2469      2470      2471      2472 
## 317.43865 600.52447 553.34350 836.42933 553.34350 553.34350 694.88641 600.52447 
##      2473      2474      2475      2476      2477      2478      2479      2480 
## 553.34350 553.34350 742.06739 742.06739 742.06739 553.34350 553.34350 506.16253 
##      2481      2482      2483      2484      2485      2486      2487      2488 
## 742.06739 647.70544 553.34350 742.06739 647.70544 553.34350 553.34350 600.52447 
##      2489      2490      2491      2492      2493      2494      2495      2496 
## 553.34350 836.42933 647.70544 506.16253 836.42933 694.88641 553.34350 647.70544 
##      2497      2498      2499      2500      2501      2502      2503      2504 
## 553.34350 364.61962 458.98156 553.34350 553.34350 458.98156 458.98156 553.34350 
##      2505      2506      2507      2508      2509      2510      2511      2512 
## 742.06739 836.42933 742.06739 647.70544 553.34350 553.34350 458.98156 506.16253 
##      2513      2514      2515      2516      2517      2518      2519      2520 
## 553.34350 600.52447 553.34350 647.70544 742.06739 647.70544 553.34350 553.34350 
##      2521      2522      2523      2524      2525      2526      2527      2528 
## 553.34350 600.52447 647.70544 694.88641 553.34350 742.06739 742.06739 836.42933 
##      2529      2530      2531      2532      2533      2534      2535      2536 
## 836.42933 553.34350 553.34350 553.34350 742.06739 553.34350 789.24836 742.06739 
##      2537      2538      2539      2540      2541      2542      2543      2544 
## 506.16253 270.25768 553.34350 742.06739 742.06739 458.98156 742.06739 223.07670 
##      2545      2546      2547      2548      2549      2550      2551      2552 
## 647.70544 836.42933 742.06739 742.06739 458.98156 411.80059 553.34350 694.88641 
##      2553      2554      2555      2556      2557      2558      2559      2560 
## 836.42933 553.34350 553.34350 742.06739 411.80059 553.34350 270.25768 553.34350 
##      2561      2562      2563      2564      2565      2566      2567      2568 
## 553.34350 553.34350 694.88641 836.42933 553.34350 553.34350 411.80059 600.52447 
##      2569      2570      2571      2572      2573      2574      2575      2576 
## 694.88641 553.34350 458.98156 553.34350 553.34350 553.34350 458.98156 647.70544 
##      2577      2578      2579      2580      2581      2582      2583      2584 
## 647.70544 458.98156 553.34350 553.34350 553.34350 600.52447 553.34350 553.34350 
##      2585      2586      2587      2588      2589      2590      2591      2592 
## 742.06739 553.34350 364.61962 506.16253 553.34350 553.34350 553.34350 364.61962 
##      2593      2594      2595      2596      2597      2598      2599      2600 
## 742.06739 553.34350 506.16253 506.16253 742.06739 742.06739 553.34350 553.34350 
##      2601      2602      2603      2604      2605      2606      2607      2608 
## 553.34350 506.16253 506.16253 553.34350 270.25768 647.70544 742.06739 553.34350 
##      2609      2610      2611      2612      2613      2614      2615      2616 
## 553.34350 600.52447 553.34350 600.52447 647.70544 553.34350 742.06739 836.42933 
##      2617      2618      2619      2620      2621      2622      2623      2624 
## 458.98156 553.34350 553.34350 553.34350 742.06739 742.06739 553.34350 553.34350 
##      2625      2626      2627      2628      2629      2630      2631      2632 
## 836.42933 647.70544 553.34350 553.34350 458.98156 647.70544 836.42933 458.98156 
##      2633      2634      2635      2636      2637      2638      2639      2640 
## 553.34350 553.34350 742.06739 694.88641 647.70544 270.25768 411.80059 553.34350 
##      2641      2642      2643      2644      2645      2646      2647      2648 
## 836.42933 742.06739 647.70544 317.43865 506.16253 836.42933 742.06739 553.34350 
##      2649      2650      2651      2652      2653      2654      2655      2656 
## 553.34350 836.42933 836.42933 317.43865 223.07670 647.70544 317.43865 506.16253 
##      2657      2658      2659      2660      2661      2662      2663      2664 
## 742.06739 553.34350 553.34350 364.61962 694.88641 647.70544 411.80059 553.34350 
##      2665      2666      2667      2668      2669      2670      2671      2672 
## 553.34350 553.34350 742.06739 647.70544 647.70544 742.06739 553.34350 553.34350 
##      2673      2674      2675      2676      2677      2678      2679      2680 
## 553.34350 694.88641 506.16253 742.06739 553.34350 600.52447 647.70544 836.42933 
##      2681      2682      2683      2684      2685      2686      2687      2688 
## 553.34350 553.34350 647.70544 647.70544 836.42933 836.42933 742.06739 553.34350 
##      2689      2690      2691      2692      2693      2694      2695      2696 
## 553.34350 553.34350 600.52447 364.61962 553.34350 553.34350 364.61962 553.34350 
##      2697      2698      2699      2700      2701      2702      2703      2704 
## 742.06739 223.07670 600.52447 553.34350 647.70544 647.70544 553.34350 600.52447 
##      2705      2706      2707      2708      2709      2710      2711      2712 
## 742.06739 742.06739 553.34350 647.70544 836.42933 694.88641 789.24836 789.24836 
##      2713      2714      2715      2716      2717      2718      2719      2720 
## 506.16253 553.34350 553.34350 506.16253 742.06739 742.06739 553.34350 553.34350 
##      2721      2722      2723      2724      2725      2726      2727      2728 
## 742.06739 553.34350 364.61962 647.70544 553.34350 553.34350 647.70544 694.88641 
##      2729      2730      2731      2732      2733      2734      2735      2736 
## 506.16253 742.06739 553.34350 553.34350 553.34350 553.34350 553.34350 694.88641 
##      2737      2738      2739      2740      2741      2742      2743      2744 
## 553.34350 553.34350 553.34350 742.06739 694.88641 647.70544 836.42933 647.70544 
##      2745      2746      2747      2748      2749      2750      2751      2752 
## 742.06739 647.70544 647.70544 742.06739 270.25768 553.34350 317.43865 694.88641 
##      2753      2754      2755      2756      2757      2758      2759      2760 
## 742.06739 836.42933 553.34350 411.80059 270.25768 364.61962 458.98156 836.42933 
##      2761      2762      2763      2764      2765      2766      2767      2768 
## 789.24836 742.06739 742.06739 411.80059 647.70544 836.42933 742.06739 411.80059 
##      2769      2770      2771      2772      2773      2774      2775      2776 
## 836.42933 694.88641 742.06739 553.34350 553.34350 553.34350 411.80059 553.34350 
##      2777      2778      2779      2780      2781      2782      2783      2784 
## 553.34350 553.34350 458.98156 -12.82815 553.34350 553.34350 553.34350 506.16253 
##      2785      2786      2787      2788      2789      2790      2791      2792 
## 553.34350 742.06739 553.34350 364.61962 553.34350 836.42933 647.70544 364.61962 
##      2793      2794      2795      2796      2797      2798      2799      2800 
## 742.06739 553.34350 553.34350 553.34350 836.42933 223.07670 647.70544 553.34350 
##      2801      2802      2803      2804      2805      2806      2807      2808 
## 270.25768 553.34350 742.06739 836.42933 836.42933 553.34350 836.42933 647.70544 
##      2809      2810      2811      2812      2813      2814      2815      2816 
## 458.98156 553.34350 411.80059 128.71476 694.88641 553.34350 458.98156 600.52447 
##      2817      2818      2819      2820      2821      2822      2823      2824 
## 789.24836 647.70544 506.16253 836.42933 836.42933 742.06739 742.06739 647.70544 
##      2825      2826      2827      2828      2829      2830      2831      2832 
## 553.34350 411.80059 553.34350 553.34350 270.25768 553.34350 553.34350 411.80059 
##      2833      2834      2835      2836      2837      2838      2839      2840 
## 600.52447 600.52447 553.34350 553.34350 742.06739 458.98156 742.06739 506.16253 
##      2841      2842      2843      2844      2845      2846      2847      2848 
## 553.34350 411.80059 836.42933 647.70544 506.16253 553.34350 742.06739 647.70544 
##      2849      2850      2851      2852      2853      2854      2855      2856 
## 553.34350 553.34350 553.34350 647.70544 553.34350 836.42933 458.98156 553.34350 
##      2857      2858      2859      2860      2861      2862      2863      2864 
## 317.43865 553.34350 317.43865 742.06739 553.34350 742.06739 742.06739 836.42933 
##      2865      2866      2867      2868      2869      2870      2871      2872 
## 836.42933 600.52447 836.42933 458.98156 458.98156 742.06739 836.42933 836.42933 
##      2873      2874      2875      2876      2877      2878      2879      2880 
## 553.34350 506.16253 175.89573 364.61962 553.34350 647.70544 553.34350 836.42933 
##      2881      2882      2883      2884      2885      2886      2887      2888 
## 553.34350 364.61962 553.34350 364.61962 411.80059 506.16253 -12.82815 742.06739 
##      2889      2890      2891      2892      2893      2894      2895      2896 
## 600.52447 553.34350 411.80059 364.61962 506.16253 553.34350 647.70544 647.70544 
##      2897      2898      2899      2900      2901      2902      2903      2904 
## 553.34350 553.34350 836.42933 553.34350 600.52447 600.52447 647.70544 742.06739 
##      2905      2906      2907      2908      2909      2910      2911      2912 
## 647.70544 553.34350 742.06739 836.42933 742.06739 742.06739 553.34350 506.16253 
##      2913      2914      2915      2916      2917      2918      2919      2920 
## 836.42933 553.34350 553.34350 836.42933 458.98156 553.34350 600.52447 742.06739 
##      2921      2922      2923      2924      2925      2926      2927      2928 
## 553.34350 553.34350 742.06739 694.88641 553.34350 223.07670 742.06739 742.06739 
##      2929      2930      2931      2932      2933      2934      2935      2936 
## 742.06739 553.34350 647.70544 553.34350 553.34350 553.34350 553.34350 364.61962 
##      2937      2938      2939      2940      2941      2942      2943      2944 
## 458.98156 553.34350 553.34350 364.61962 175.89573 553.34350 553.34350 742.06739 
##      2945      2946      2947      2948      2949      2950      2951      2952 
## 836.42933 742.06739 789.24836 742.06739 836.42933 836.42933 317.43865 647.70544 
##      2953      2954      2955      2956      2957      2958      2959      2960 
## 458.98156 694.88641 647.70544 600.52447 553.34350 836.42933 600.52447 553.34350 
##      2961      2962      2963      2964      2965      2966      2967      2968 
## 694.88641 553.34350 789.24836 742.06739 458.98156 647.70544 553.34350 694.88641 
##      2969      2970      2971      2972      2973      2974      2975      2976 
## 553.34350 553.34350 553.34350 553.34350 317.43865 506.16253 647.70544 270.25768 
##      2977      2978      2979      2980      2981      2982      2983      2984 
## 742.06739 742.06739 553.34350 411.80059 553.34350 742.06739 553.34350 742.06739 
##      2985      2986      2987      2988      2989      2990      2991      2992 
## 553.34350 553.34350 553.34350 742.06739 458.98156 270.25768 458.98156 506.16253 
##      2993      2994      2995      2996      2997      2998      2999      3000 
## 553.34350 694.88641 836.42933 647.70544 836.42933 600.52447 364.61962 553.34350 
##      3001      3002      3003      3004      3005      3006      3007      3008 
## 364.61962 553.34350 364.61962 553.34350 553.34350 553.34350 553.34350 694.88641 
##      3009      3010      3011      3012      3013      3014      3015      3016 
## 553.34350 742.06739 742.06739 553.34350 600.52447 742.06739 553.34350 553.34350 
##      3017      3018      3019      3020      3021      3022      3023      3024 
## 553.34350 742.06739 647.70544 647.70544 553.34350 836.42933 742.06739 553.34350 
##      3025      3026      3027      3028      3029      3030      3031      3032 
## 742.06739 458.98156 553.34350 836.42933 647.70544 553.34350 553.34350 506.16253 
##      3033      3034      3035      3036      3037      3038      3039      3040 
## 553.34350 411.80059 553.34350 553.34350 553.34350 458.98156 742.06739 742.06739 
##      3041      3042      3043      3044      3045      3046      3047      3048 
## 411.80059 553.34350 553.34350 647.70544 553.34350 553.34350 836.42933 694.88641 
##      3049      3050      3051      3052      3053      3054      3055      3056 
## 506.16253 553.34350 742.06739 270.25768 789.24836 364.61962 506.16253 506.16253 
##      3057      3058      3059      3060      3061      3062      3063      3064 
## 553.34350 553.34350 506.16253 553.34350 553.34350 553.34350 553.34350 553.34350 
##      3065      3066      3067      3068      3069      3070      3071      3072 
## 553.34350 317.43865 506.16253 553.34350 553.34350 411.80059 647.70544 600.52447 
##      3073      3074      3075      3076      3077      3078      3079      3080 
## 647.70544 553.34350 411.80059 553.34350 553.34350 600.52447 553.34350 553.34350 
##      3081      3082      3083      3084      3085      3086      3087      3088 
## 836.42933 553.34350 694.88641 317.43865 742.06739 742.06739 647.70544 553.34350 
##      3089      3090      3091      3092      3093      3094      3095      3096 
## 742.06739 600.52447 553.34350 836.42933 836.42933 742.06739 553.34350 836.42933 
##      3097      3098      3099      3100      3101      3102      3103      3104 
## 836.42933 836.42933 553.34350 553.34350 364.61962 836.42933 742.06739 742.06739 
##      3105      3106      3107      3108      3109      3110      3111      3112 
## 836.42933 742.06739 742.06739 553.34350 553.34350 553.34350 836.42933 553.34350 
##      3113      3114      3115      3116      3117      3118      3119      3120 
## 647.70544 836.42933 553.34350 553.34350 742.06739 553.34350 553.34350 553.34350 
##      3121      3122      3123      3124      3125      3126      3127      3128 
## 742.06739 647.70544 553.34350 411.80059 553.34350 694.88641 836.42933 553.34350 
##      3129      3130      3131      3132      3133      3134      3135      3136 
## 600.52447 694.88641 742.06739 836.42933 742.06739 742.06739 742.06739 647.70544 
##      3137      3138      3139      3140      3141      3142      3143      3144 
## 553.34350 742.06739 742.06739 742.06739 506.16253 742.06739 600.52447 553.34350 
##      3145      3146      3147      3148      3149      3150      3151      3152 
## 742.06739 647.70544 553.34350 553.34350 553.34350 742.06739 836.42933 553.34350 
##      3153      3154      3155      3156      3157      3158      3159      3160 
## 742.06739 694.88641 553.34350 647.70544 553.34350 553.34350 506.16253 506.16253 
##      3161      3162      3163      3164      3165      3166      3167      3168 
## 600.52447 742.06739 742.06739 742.06739 553.34350 600.52447 742.06739 553.34350 
##      3169      3170      3171      3172      3173      3174      3175      3176 
## 789.24836 836.42933 553.34350 647.70544 600.52447 553.34350 836.42933 742.06739 
##      3177      3178      3179      3180      3181      3182      3183      3184 
## 742.06739 647.70544 553.34350 506.16253 553.34350 742.06739 742.06739 553.34350 
##      3185      3186      3187      3188      3189      3190      3191      3192 
## 411.80059 742.06739 600.52447 553.34350 836.42933 647.70544 553.34350 553.34350 
##      3193      3194      3195      3196      3197      3198      3199      3200 
## 553.34350 553.34350 553.34350 553.34350 364.61962 742.06739 553.34350 553.34350 
##      3201      3202      3203      3204      3205      3206      3207      3208 
## 647.70544 553.34350 836.42933 506.16253 742.06739 647.70544 411.80059 600.52447 
##      3209      3210      3211      3212      3213      3214      3215      3216 
## 553.34350 553.34350 600.52447 553.34350 742.06739 458.98156 128.71476 553.34350 
##      3217      3218      3219      3220      3221      3222      3223      3224 
## 742.06739 742.06739 647.70544 694.88641 836.42933 553.34350 789.24836 694.88641 
##      3225      3226      3227      3228      3229      3230      3231      3232 
## 742.06739 836.42933 742.06739 553.34350 742.06739 553.34350 553.34350 836.42933 
##      3233      3234      3235      3236      3237      3238      3239      3240 
## 553.34350 553.34350 600.52447 836.42933 553.34350 553.34350 553.34350 742.06739 
##      3241      3242      3243      3244      3245      3246      3247      3248 
## 553.34350 647.70544 647.70544 836.42933 647.70544 553.34350 742.06739 553.34350 
##      3249      3250      3251      3252      3253      3254      3255      3256 
## 742.06739 553.34350 553.34350 600.52447 647.70544 553.34350 553.34350 553.34350 
##      3257      3258      3259      3260      3261      3262      3263      3264 
## 836.42933 553.34350 742.06739 836.42933 553.34350 553.34350 789.24836 553.34350 
##      3265      3266      3267      3268      3269      3270      3271      3272 
## 694.88641 836.42933 553.34350 553.34350 647.70544 647.70544 458.98156 742.06739 
##      3273      3274      3275      3276      3277      3278      3279      3280 
## 600.52447 553.34350 600.52447 647.70544 553.34350 647.70544 694.88641 600.52447 
##      3281      3282      3283      3284      3285      3286      3287      3288 
## 647.70544 600.52447 836.42933 600.52447 742.06739 742.06739 647.70544 553.34350 
##      3289      3290      3291      3292      3293      3294      3295      3296 
## 694.88641 553.34350 600.52447 647.70544 836.42933 836.42933 789.24836 553.34350 
##      3297      3298      3299      3300      3301      3302      3303      3304 
## 647.70544 553.34350 742.06739 836.42933 742.06739 553.34350 836.42933 742.06739 
##      3305      3306      3307      3308      3309      3310      3311      3312 
## 647.70544 742.06739 600.52447 647.70544 836.42933 836.42933 600.52447 647.70544 
##      3313      3314      3315      3316      3317      3318      3319      3320 
## 600.52447 553.34350 553.34350 694.88641 553.34350 553.34350 600.52447 647.70544 
##      3321      3322      3323      3324      3325      3326      3327      3328 
## 553.34350 553.34350 553.34350 742.06739 742.06739 742.06739 553.34350 836.42933 
##      3329      3330      3331      3332      3333      3334      3335      3336 
## 742.06739 647.70544 553.34350 553.34350 553.34350 836.42933 836.42933 836.42933 
##      3337      3338      3339      3340      3341      3342      3343      3344 
## 694.88641 694.88641 553.34350 836.42933 694.88641 553.34350 836.42933 836.42933 
##      3345      3346      3347      3348      3349      3350      3351      3352 
## 600.52447 836.42933 836.42933 647.70544 553.34350 789.24836 553.34350 553.34350 
##      3353      3354      3355      3356      3357      3358      3359      3360 
## 553.34350 553.34350 553.34350 553.34350 742.06739 742.06739 742.06739 742.06739 
##      3361      3362      3363      3364      3365      3366      3367      3368 
## -12.82815 364.61962 458.98156 600.52447 553.34350 836.42933 553.34350 553.34350 
##      3369      3370      3371      3372      3373      3374      3375      3376 
## 553.34350 553.34350 742.06739 694.88641 364.61962 553.34350 553.34350 600.52447 
##      3377      3378      3379      3380      3381      3382      3383      3384 
## 647.70544 553.34350 553.34350 742.06739 553.34350 694.88641 553.34350 553.34350 
##      3385      3386      3387      3388      3389      3390      3391      3392 
## 553.34350 553.34350 742.06739 647.70544 742.06739 742.06739 742.06739 742.06739 
##      3393      3394      3395      3396      3397      3398      3399      3400 
## 553.34350 553.34350 600.52447 789.24836 836.42933 553.34350 647.70544 836.42933 
##      3401      3402      3403      3404      3405      3406      3407      3408 
## 742.06739 411.80059 553.34350 647.70544 647.70544 553.34350 553.34350 458.98156 
##      3409      3410      3411      3412      3413      3414      3415      3416 
## 553.34350 742.06739 553.34350 553.34350 553.34350 647.70544 789.24836 836.42933 
##      3417      3418      3419      3420      3421      3422      3423      3424 
## 742.06739 600.52447 836.42933 836.42933 694.88641 600.52447 742.06739 742.06739 
##      3425      3426      3427      3428      3429      3430      3431      3432 
## 553.34350 553.34350 742.06739 553.34350 553.34350 694.88641 647.70544 411.80059 
##      3433      3434      3435      3436      3437      3438      3439      3440 
## 553.34350 647.70544 836.42933 836.42933 647.70544 553.34350 553.34350 600.52447 
##      3441      3442      3443      3444      3445      3446      3447      3448 
## 553.34350 458.98156 553.34350 553.34350 553.34350 647.70544 553.34350 742.06739 
##      3449      3450      3451      3452      3453      3454      3455      3456 
## 647.70544 742.06739 742.06739 742.06739 742.06739 742.06739 836.42933 458.98156 
##      3457      3458      3459      3460      3461      3462      3463      3464 
## 553.34350 836.42933 364.61962 553.34350 553.34350 836.42933 647.70544 553.34350 
##      3465      3466      3467      3468      3469      3470      3471      3472 
## 553.34350 553.34350 553.34350 647.70544 789.24836 600.52447 553.34350 647.70544 
##      3473      3474      3475      3476      3477      3478      3479      3480 
## 553.34350 553.34350 742.06739 742.06739 836.42933 742.06739 647.70544 742.06739 
##      3481      3482      3483      3484      3485      3486      3487      3488 
## 553.34350 553.34350 553.34350 647.70544 789.24836 742.06739 742.06739 836.42933 
##      3489      3490      3491      3492      3493      3494      3495      3496 
## 742.06739 742.06739 742.06739 364.61962 742.06739 553.34350 553.34350 836.42933 
##      3497      3498      3499      3500      3501      3502      3503      3504 
## 742.06739 553.34350 694.88641 553.34350 506.16253 647.70544 836.42933 506.16253 
##      3505      3506      3507      3508      3509      3510      3511      3512 
## 742.06739 411.80059 553.34350 836.42933 647.70544 742.06739 553.34350 836.42933 
##      3513      3514      3515      3516      3517      3518      3519      3520 
## 553.34350 600.52447 553.34350 836.42933 600.52447 364.61962 553.34350 506.16253 
##      3521      3522      3523      3524      3525      3526      3527      3528 
## 553.34350 836.42933 553.34350 647.70544 647.70544 506.16253 458.98156 506.16253 
##      3529      3530      3531      3532      3533      3534      3535      3536 
## 742.06739 553.34350 223.07670 600.52447 553.34350 458.98156 600.52447 836.42933 
##      3537      3538      3539      3540      3541      3542      3543      3544 
## 742.06739 647.70544 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##      3545      3546      3547      3548      3549      3550      3551      3552 
## 553.34350 553.34350 553.34350 647.70544 506.16253 647.70544 553.34350 553.34350 
##      3553      3554      3555      3556      3557      3558      3559      3560 
## 742.06739 742.06739 742.06739 742.06739 647.70544 553.34350 600.52447 600.52447 
##      3561      3562      3563      3564      3565      3566      3567      3568 
## 647.70544 742.06739 742.06739 789.24836 742.06739 553.34350 553.34350 553.34350 
##      3569      3570      3571      3572      3573      3574      3575      3576 
## 553.34350 836.42933 600.52447 270.25768 553.34350 553.34350 553.34350 506.16253 
##      3577      3578      3579      3580      3581      3582      3583      3584 
## 553.34350 553.34350 553.34350 553.34350 647.70544 647.70544 458.98156 694.88641 
##      3585      3586      3587      3588      3589      3590      3591      3592 
## 411.80059 553.34350 553.34350 553.34350 647.70544 647.70544 694.88641 553.34350 
##      3593      3594      3595      3596      3597      3598      3599      3600 
## 742.06739 742.06739 694.88641 836.42933 836.42933 647.70544 647.70544 742.06739 
##      3601      3602      3603      3604      3605      3606      3607      3608 
## 600.52447 647.70544 600.52447 553.34350 270.25768 553.34350 647.70544 411.80059 
##      3609      3610      3611      3612      3613      3614      3615      3616 
## 553.34350 742.06739 742.06739 600.52447 506.16253 553.34350 553.34350 789.24836 
##      3617      3618      3619      3620      3621      3622      3623      3624 
## 647.70544 742.06739 836.42933 647.70544 506.16253 600.52447 836.42933 789.24836 
##      3625      3626      3627      3628      3629      3630      3631      3632 
## 647.70544 553.34350 836.42933 553.34350 836.42933 553.34350 647.70544 647.70544 
##      3633      3634      3635      3636      3637      3638      3639      3640 
##  81.53379 647.70544 836.42933 553.34350 553.34350 600.52447 600.52447 553.34350 
##      3641      3642      3643      3644      3645      3646      3647      3648 
## 600.52447 506.16253 742.06739 742.06739 553.34350 836.42933 647.70544 458.98156 
##      3649      3650      3651      3652      3653      3654      3655      3656 
## 553.34350 553.34350 836.42933 317.43865 836.42933 742.06739 553.34350 647.70544 
##      3657      3658      3659      3660      3661      3662      3663      3664 
## 553.34350 553.34350 553.34350 742.06739 553.34350 836.42933 836.42933 553.34350 
##      3665      3666      3667      3668      3669      3670      3671      3672 
## 742.06739 742.06739 647.70544 458.98156 458.98156 317.43865 600.52447 553.34350 
##      3673      3674      3675      3676      3677      3678      3679      3680 
## 742.06739 836.42933 553.34350 553.34350 836.42933 647.70544 553.34350 600.52447 
##      3681      3682      3683      3684      3685      3686      3687      3688 
## 836.42933 458.98156 836.42933 600.52447 458.98156 553.34350 836.42933 553.34350 
##      3689      3690      3691      3692      3693      3694      3695      3696 
## 647.70544 553.34350 506.16253 506.16253 836.42933 694.88641 600.52447 458.98156 
##      3697      3698      3699      3700      3701      3702      3703      3704 
## 553.34350 553.34350 506.16253 553.34350 411.80059 458.98156 694.88641 553.34350 
##      3705      3706      3707      3708      3709      3710      3711      3712 
## 647.70544 553.34350 742.06739 364.61962 553.34350 553.34350 553.34350 647.70544 
##      3713      3714      3715      3716      3717      3718      3719      3720 
## 506.16253 553.34350 553.34350 742.06739 553.34350 742.06739 742.06739 553.34350 
##      3721      3722      3723      3724      3725      3726      3727      3728 
## 742.06739 836.42933 742.06739 364.61962 789.24836 411.80059 742.06739 553.34350 
##      3729      3730      3731      3732      3733      3734      3735      3736 
## 836.42933 600.52447 553.34350 411.80059 553.34350 553.34350 694.88641 553.34350 
##      3737      3738      3739      3740      3741      3742      3743      3744 
## 553.34350 647.70544 789.24836 836.42933 553.34350 694.88641 742.06739 553.34350 
##      3745      3746      3747      3748      3749      3750      3751      3752 
## 694.88641 836.42933 742.06739 836.42933 553.34350 364.61962 647.70544 506.16253 
##      3753      3754      3755      3756      3757      3758      3759      3760 
## 647.70544 553.34350 694.88641 553.34350 553.34350 506.16253 553.34350 458.98156 
##      3761      3762      3763      3764      3765      3766      3767      3768 
## 553.34350 600.52447 553.34350 553.34350 553.34350 742.06739 836.42933 836.42933 
##      3769      3770      3771      3772      3773      3774      3775      3776 
## 553.34350 600.52447 742.06739 411.80059 553.34350 553.34350 506.16253 553.34350 
##      3777      3778      3779      3780      3781      3782      3783      3784 
## 506.16253 553.34350 694.88641 411.80059 694.88641 742.06739 647.70544 364.61962 
##      3785      3786      3787      3788      3789      3790      3791      3792 
## 553.34350 553.34350 506.16253 458.98156 458.98156 553.34350 553.34350 553.34350 
##      3793      3794      3795      3796      3797      3798      3799      3800 
## 553.34350 694.88641 647.70544 553.34350 553.34350 553.34350 600.52447 553.34350 
##      3801      3802      3803      3804      3805      3806      3807      3808 
## 742.06739 836.42933 694.88641 600.52447 836.42933 553.34350 553.34350 553.34350 
##      3809      3810      3811      3812      3813      3814      3815      3816 
## 600.52447 647.70544 836.42933 553.34350 553.34350 600.52447 553.34350 506.16253 
##      3817      3818      3819      3820      3821      3822      3823      3824 
## 553.34350 553.34350 600.52447 553.34350 553.34350 553.34350 553.34350 600.52447 
##      3825      3826      3827      3828      3829      3830      3831      3832 
## 742.06739 553.34350 553.34350 647.70544 458.98156 553.34350 506.16253 411.80059 
##      3833      3834      3835      3836      3837      3838      3839      3840 
## 647.70544 836.42933 411.80059 553.34350 742.06739 742.06739 647.70544 600.52447 
##      3841      3842      3843      3844      3845      3846      3847      3848 
## 789.24836 694.88641 694.88641 553.34350 553.34350 647.70544 553.34350 364.61962 
##      3849      3850      3851      3852      3853      3854      3855      3856 
## 411.80059 694.88641 553.34350 553.34350 458.98156 553.34350 553.34350 647.70544 
##      3857      3858      3859      3860      3861      3862      3863      3864 
## 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 364.61962 
##      3865      3866      3867      3868      3869      3870      3871      3872 
## 647.70544 694.88641 647.70544 553.34350 647.70544 836.42933 553.34350 742.06739 
##      3873      3874      3875      3876      3877      3878      3879      3880 
## 742.06739 647.70544 647.70544 836.42933 694.88641 553.34350 742.06739 506.16253 
##      3881      3882      3883      3884      3885      3886      3887      3888 
## 836.42933 742.06739 553.34350 647.70544 600.52447 789.24836 742.06739 553.34350 
##      3889      3890      3891      3892      3893      3894      3895      3896 
## 836.42933 742.06739 789.24836 647.70544 742.06739 789.24836 553.34350 553.34350 
##      3897      3898      3899      3900      3901      3902      3903      3904 
## 600.52447 742.06739 553.34350 553.34350 458.98156 742.06739 647.70544  81.53379 
##      3905      3906      3907      3908      3909      3910      3911      3912 
## 836.42933 647.70544 458.98156 506.16253 506.16253 789.24836 742.06739 553.34350 
##      3913      3914      3915      3916      3917      3918      3919      3920 
## 553.34350 506.16253 789.24836 553.34350 553.34350 742.06739 836.42933 647.70544 
##      3921      3922      3923      3924      3925      3926      3927      3928 
## 600.52447 600.52447 553.34350 553.34350 411.80059 553.34350 553.34350 270.25768 
##      3929      3930      3931      3932      3933      3934      3935      3936 
## 364.61962 458.98156 647.70544 647.70544 553.34350 506.16253 600.52447 742.06739 
##      3937      3938      3939      3940      3941      3942      3943      3944 
## 458.98156 742.06739 647.70544 553.34350 553.34350 553.34350 647.70544 742.06739 
##      3945      3946      3947      3948      3949      3950      3951      3952 
## 600.52447 506.16253 553.34350 836.42933 742.06739 553.34350 694.88641 364.61962 
##      3953      3954      3955      3956      3957      3958      3959      3960 
## 694.88641 647.70544 553.34350 600.52447 836.42933 411.80059 742.06739 836.42933 
##      3961      3962      3963      3964      3965      3966      3967      3968 
## 553.34350 553.34350 411.80059 600.52447 742.06739 836.42933 600.52447 553.34350 
##      3969      3970      3971      3972      3973      3974      3975      3976 
## 553.34350 553.34350 364.61962 600.52447 742.06739 553.34350 223.07670 223.07670 
##      3977      3978      3979      3980      3981      3982      3983      3984 
## 128.71476 742.06739 553.34350 647.70544 742.06739 553.34350 458.98156 553.34350 
##      3985      3986      3987      3988      3989      3990      3991      3992 
## 553.34350 836.42933 600.52447 553.34350 553.34350 458.98156 364.61962 553.34350 
##      3993      3994      3995      3996      3997      3998      3999      4000 
## 270.25768 553.34350 506.16253 553.34350 553.34350 742.06739 364.61962 411.80059 
##      4001      4002      4003      4004      4005      4006      4007      4008 
## 600.52447 647.70544 647.70544 647.70544 647.70544 694.88641 128.71476 553.34350 
##      4009      4010      4011      4012      4013      4014      4015      4016 
## 742.06739 694.88641 506.16253 553.34350 553.34350 647.70544 789.24836 317.43865 
##      4017      4018      4019      4020      4021      4022      4023      4024 
## 458.98156 553.34350 364.61962 553.34350 694.88641 600.52447 647.70544 553.34350 
##      4025      4026      4027      4028      4029      4030      4031      4032 
## 553.34350 553.34350 836.42933 742.06739 553.34350 647.70544 553.34350 553.34350 
##      4033      4034      4035      4036      4037      4038      4039      4040 
## 506.16253 553.34350 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 
##      4041      4042      4043      4044      4045      4046      4047      4048 
## 553.34350 600.52447 553.34350 553.34350 553.34350 600.52447 836.42933 789.24836 
##      4049      4050      4051      4052      4053      4054      4055      4056 
## 742.06739 411.80059 553.34350 411.80059 553.34350 742.06739 553.34350 553.34350 
##      4057      4058      4059      4060      4061      4062      4063      4064 
## 506.16253 553.34350 647.70544 600.52447 317.43865 742.06739 553.34350 836.42933 
##      4065      4066      4067      4068      4069      4070      4071      4072 
## 836.42933 742.06739 742.06739 836.42933 836.42933 742.06739 364.61962 553.34350 
##      4073      4074      4075      4076      4077      4078      4079      4080 
## 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 553.34350 647.70544 
##      4081      4082      4083      4084      4085      4086      4087      4088 
## 600.52447 742.06739 647.70544 836.42933 742.06739 836.42933 553.34350 600.52447 
##      4089      4090      4091      4092      4093      4094      4095      4096 
## 364.61962 364.61962 553.34350 553.34350 553.34350 553.34350 553.34350 647.70544 
##      4097      4098      4099      4100      4101      4102      4103      4104 
## 789.24836 506.16253 836.42933 647.70544 836.42933 553.34350 553.34350 458.98156 
##      4105      4106      4107      4108      4109      4110      4111      4112 
## 647.70544 553.34350 458.98156 553.34350 553.34350 742.06739 836.42933 553.34350 
##      4113      4114      4115      4116      4117      4118      4119      4120 
## 553.34350 553.34350 647.70544 742.06739 553.34350 647.70544 553.34350 506.16253 
##      4121      4122      4123      4124      4125      4126      4127      4128 
## 647.70544 836.42933 553.34350 553.34350 553.34350 553.34350 458.98156 600.52447 
##      4129      4130      4131      4132      4133      4134      4135      4136 
## 506.16253 836.42933 506.16253 647.70544 789.24836 742.06739 836.42933 836.42933 
##      4137      4138      4139      4140      4141      4142      4143      4144 
## 553.34350 600.52447 553.34350 789.24836 553.34350 553.34350 458.98156 553.34350 
##      4145      4146      4147      4148      4149      4150      4151      4152 
## 553.34350 553.34350 553.34350 553.34350 742.06739 789.24836 789.24836 742.06739 
##      4153      4154      4155      4156      4157      4158      4159      4160 
## 836.42933 789.24836 694.88641 836.42933 836.42933 600.52447 553.34350 553.34350 
##      4161      4162      4163      4164      4165      4166      4167      4168 
## 553.34350 600.52447 458.98156 553.34350 553.34350 553.34350 364.61962 553.34350 
##      4169      4170      4171      4172      4173      4174      4175      4176 
## 364.61962 647.70544 506.16253 553.34350 694.88641 553.34350 694.88641 789.24836 
##      4177      4178      4179      4180      4181      4182      4183      4184 
## 553.34350 600.52447 553.34350 553.34350 694.88641 647.70544 600.52447 553.34350 
##      4185      4186      4187      4188      4189      4190      4191      4192 
## 836.42933 553.34350 553.34350 694.88641 553.34350 836.42933 553.34350 553.34350 
##      4193      4194      4195      4196      4197      4198      4199      4200 
## 742.06739 553.34350 411.80059 458.98156 553.34350 553.34350 694.88641 553.34350 
##      4201      4202      4203      4204      4205      4206      4207      4208 
## 175.89573 647.70544 742.06739 553.34350 553.34350  81.53379 742.06739 836.42933 
##      4209      4210      4211      4212      4213      4214      4215      4216 
## 553.34350 742.06739 836.42933 694.88641 553.34350 742.06739 553.34350 647.70544 
##      4217      4218      4219      4220      4221      4222      4223      4224 
## 553.34350 553.34350 647.70544 506.16253 789.24836 742.06739 553.34350 411.80059 
##      4225      4226      4227      4228      4229      4230      4231      4232 
## 458.98156 553.34350 553.34350 364.61962 458.98156 647.70544 553.34350 553.34350 
##      4233      4234      4235      4236      4237      4238      4239      4240 
## 836.42933 553.34350 553.34350 553.34350 458.98156 553.34350 742.06739 694.88641 
##      4241      4242      4243      4244      4245      4246      4247      4248 
## 553.34350 553.34350 553.34350 553.34350 600.52447 553.34350 553.34350 694.88641 
##      4249      4250      4251      4252      4253      4254      4255      4256 
## 553.34350 553.34350 553.34350 553.34350 506.16253 553.34350 553.34350 553.34350 
##      4257      4258      4259      4260      4261      4262      4263      4264 
## 553.34350 694.88641 506.16253 553.34350 506.16253 458.98156 553.34350 647.70544 
##      4265      4266      4267      4268      4269      4270      4271      4272 
## 364.61962 553.34350 553.34350 553.34350 506.16253 742.06739 742.06739 836.42933 
##      4273      4274      4275      4276      4277      4278      4279      4280 
## 647.70544 553.34350 553.34350 553.34350 458.98156 553.34350 789.24836 175.89573 
##      4281      4282      4283      4284      4285      4286      4287      4288 
## 506.16253 553.34350 836.42933 553.34350 742.06739 553.34350 553.34350 836.42933 
##      4289      4290      4291      4292      4293      4294      4295      4296 
## 742.06739 600.52447 836.42933 600.52447 647.70544 742.06739 553.34350 553.34350 
##      4297      4298      4299      4300      4301      4302      4303      4304 
## 836.42933 600.52447 553.34350 553.34350 789.24836 742.06739 742.06739 836.42933 
##      4305      4306      4307      4308      4309      4310      4311      4312 
## 742.06739 647.70544 694.88641 553.34350 506.16253 647.70544 836.42933 553.34350 
##      4313      4314      4315      4316      4317      4318      4319      4320 
## 553.34350 742.06739 553.34350 600.52447 600.52447 600.52447 553.34350 317.43865 
##      4321      4322      4323      4324      4325      4326      4327      4328 
## 553.34350 742.06739 742.06739 742.06739 694.88641 553.34350 553.34350 458.98156 
##      4329      4330      4331      4332      4333      4334      4335      4336 
## 694.88641 553.34350 553.34350 553.34350 458.98156 270.25768 742.06739 270.25768 
##      4337      4338      4339      4340      4341      4342      4343      4344 
## 742.06739 647.70544 553.34350 553.34350 836.42933 742.06739 458.98156 742.06739 
##      4345      4346      4347      4348      4349      4350      4351      4352 
## 553.34350 458.98156 553.34350 647.70544 647.70544 647.70544 553.34350 411.80059 
##      4353      4354      4355      4356      4357      4358      4359      4360 
## 742.06739 742.06739 836.42933 694.88641 600.52447 742.06739 553.34350 742.06739 
##      4361      4362      4363      4364      4365      4366      4367      4368 
## 553.34350 836.42933 553.34350 506.16253 742.06739 742.06739 742.06739 742.06739 
##      4369      4370      4371      4372      4373      4374      4375      4376 
## 647.70544 506.16253 742.06739 742.06739 553.34350 600.52447 458.98156 836.42933 
##      4377      4378      4379      4380      4381      4382      4383      4384 
## 789.24836 742.06739 742.06739 836.42933 458.98156 364.61962 553.34350 553.34350 
##      4385      4386      4387      4388      4389      4390      4391      4392 
## 553.34350 553.34350 694.88641 506.16253 553.34350 270.25768 553.34350 553.34350 
##      4393      4394      4395      4396      4397      4398      4399      4400 
## 506.16253 553.34350 223.07670 553.34350  81.53379 553.34350 647.70544 600.52447 
##      4401      4402      4403      4404      4405      4406      4407      4408 
## 458.98156 742.06739 836.42933 789.24836 553.34350 789.24836 742.06739 742.06739 
##      4409      4410      4411      4412      4413      4414      4415      4416 
## 553.34350 600.52447 694.88641 789.24836 742.06739 553.34350 836.42933 836.42933 
##      4417      4418      4419      4420      4421      4422      4423      4424 
## 506.16253 742.06739 742.06739 553.34350 553.34350 600.52447 553.34350 742.06739 
##      4425      4426      4427      4428      4429      4430      4431      4432 
## 742.06739 836.42933 742.06739 553.34350 836.42933 694.88641 458.98156 647.70544 
##      4433      4434      4435      4436      4437      4438      4439      4440 
## 694.88641 553.34350 553.34350 836.42933 553.34350 553.34350 364.61962 742.06739 
##      4441      4442      4443      4444      4445      4446      4447      4448 
## 742.06739 742.06739 553.34350 647.70544 553.34350 742.06739 836.42933 742.06739 
##      4449      4450      4451      4452      4453      4454      4455      4456 
## 789.24836 836.42933 600.52447 553.34350 553.34350 553.34350 742.06739 553.34350 
##      4457      4458      4459      4460      4461      4462      4463      4464 
## 458.98156 458.98156 553.34350 553.34350 553.34350 553.34350 742.06739 553.34350 
##      4465      4466      4467      4468      4469      4470      4471      4472 
## 553.34350 647.70544 836.42933 458.98156 553.34350 553.34350 553.34350 553.34350 
##      4473      4474      4475      4476      4477      4478      4479      4480 
## 553.34350 789.24836 553.34350 553.34350 506.16253 553.34350 694.88641 553.34350 
##      4481      4482      4483      4484      4485      4486      4487      4488 
## 742.06739 270.25768 553.34350 553.34350 836.42933 553.34350 553.34350 694.88641 
##      4489      4490      4491      4492      4493      4494      4495      4496 
## 458.98156 506.16253 553.34350 553.34350 223.07670 742.06739 742.06739 553.34350 
##      4497      4498      4499      4500      4501      4502      4503      4504 
## 553.34350 411.80059 694.88641 600.52447 742.06739 742.06739 553.34350 553.34350 
##      4505      4506      4507      4508      4509      4510      4511      4512 
## 553.34350 553.34350 742.06739 647.70544 789.24836 553.34350 553.34350 742.06739 
##      4513      4514      4515      4516      4517      4518      4519      4520 
## 742.06739 647.70544 742.06739 836.42933 742.06739 600.52447 836.42933 553.34350 
##      4521      4522      4523      4524      4525      4526      4527      4528 
## 553.34350 553.34350 742.06739 553.34350 553.34350 600.52447 600.52447 836.42933 
##      4529      4530      4531      4532      4533      4534      4535      4536 
## 789.24836 789.24836 742.06739 836.42933 600.52447 836.42933 553.34350 742.06739 
##      4537      4538      4539      4540      4541      4542      4543      4544 
## 836.42933 317.43865 364.61962 553.34350 506.16253 553.34350 458.98156 411.80059 
##      4545      4546      4547      4548      4549      4550      4551      4552 
## 600.52447 458.98156 553.34350 553.34350 742.06739 458.98156 411.80059 553.34350 
##      4553      4554      4555      4556      4557      4558      4559      4560 
## 553.34350 742.06739 836.42933 506.16253 553.34350 553.34350 553.34350 553.34350 
##      4561      4562      4563      4564      4565      4566      4567      4568 
## 742.06739 836.42933 742.06739 553.34350 742.06739 553.34350 506.16253 742.06739 
##      4569      4570      4571      4572      4573      4574      4575      4576 
## 647.70544 317.43865 647.70544 600.52447 647.70544 553.34350 694.88641 553.34350 
##      4577      4578      4579      4580      4581      4582      4583      4584 
## 506.16253 553.34350 553.34350 458.98156 742.06739 553.34350 742.06739 742.06739 
##      4585      4586      4587      4588      4589      4590      4591      4592 
## 600.52447 553.34350 553.34350 553.34350 553.34350 553.34350 600.52447 647.70544 
##      4593      4594      4595      4596      4597      4598      4599      4600 
## 742.06739 647.70544 742.06739 694.88641 647.70544 647.70544 647.70544 553.34350 
##      4601      4602      4603      4604      4605      4606      4607      4608 
## 553.34350 553.34350 128.71476 789.24836 553.34350 364.61962 553.34350 -12.82815 
##      4609      4610      4611      4612      4613      4614      4615      4616 
## 553.34350 458.98156 553.34350 553.34350 647.70544 553.34350 553.34350 553.34350 
##      4617      4618      4619      4620      4621      4622      4623      4624 
## 553.34350 836.42933 647.70544 742.06739 364.61962 836.42933 600.52447 364.61962 
##      4625      4626      4627      4628      4629      4630      4631      4632 
## 742.06739 600.52447 742.06739 553.34350 553.34350 742.06739 647.70544 836.42933 
##      4633      4634      4635      4636      4637      4638      4639      4640 
## 836.42933 836.42933 836.42933 836.42933 789.24836 789.24836 836.42933 364.61962 
##      4641      4642      4643      4644      4645      4646      4647      4648 
## 553.34350 742.06739 836.42933 553.34350 694.88641 553.34350 458.98156 553.34350 
##      4649      4650      4651      4652      4653      4654      4655      4656 
## 553.34350 364.61962 553.34350 553.34350 742.06739 742.06739 836.42933 553.34350 
##      4657      4658      4659      4660      4661      4662      4663      4664 
## 553.34350 553.34350 836.42933 742.06739 647.70544 742.06739 647.70544 600.52447 
##      4665      4666      4667      4668      4669      4670      4671      4672 
## 836.42933 647.70544 553.34350 647.70544 647.70544 742.06739 742.06739 553.34350 
##      4673      4674      4675      4676      4677      4678      4679      4680 
## 553.34350 553.34350 553.34350 506.16253 742.06739 553.34350 647.70544 694.88641 
##      4681      4682      4683      4684      4685      4686      4687      4688 
## 553.34350 223.07670 742.06739 553.34350 553.34350 742.06739 270.25768 553.34350 
##      4689      4690      4691      4692      4693      4694      4695      4696 
## 742.06739 836.42933 742.06739 553.34350 789.24836 836.42933 836.42933 836.42933 
##      4697      4698      4699      4700      4701      4702      4703      4704 
## 789.24836 553.34350 647.70544 600.52447 742.06739 647.70544 553.34350 553.34350 
##      4705      4706      4707      4708      4709      4710      4711      4712 
## 553.34350 553.34350 742.06739 553.34350 553.34350 364.61962 742.06739 553.34350 
##      4713      4714      4715      4716      4717      4718      4719      4720 
## 553.34350 553.34350 742.06739 742.06739 600.52447 411.80059 553.34350 553.34350 
##      4721      4722      4723      4724      4725      4726      4727      4728 
## 600.52447 553.34350 836.42933 742.06739 553.34350 553.34350 553.34350 742.06739 
##      4729      4730      4731      4732      4733      4734      4735      4736 
## 553.34350 600.52447 647.70544 553.34350 742.06739 836.42933 600.52447 411.80059 
##      4737      4738      4739      4740      4741      4742      4743      4744 
## 836.42933 553.34350 223.07670 600.52447 553.34350 553.34350 742.06739 836.42933 
##      4745      4746      4747      4748      4749      4750      4751      4752 
## 270.25768 553.34350 647.70544 647.70544 553.34350 364.61962 506.16253 458.98156 
##      4753      4754      4755      4756      4757      4758      4759      4760 
## 553.34350 553.34350 742.06739 553.34350 789.24836 694.88641 742.06739 742.06739 
##      4761      4762      4763      4764      4765      4766      4767      4768 
## 742.06739 600.52447 742.06739 600.52447 553.34350 647.70544 553.34350 458.98156 
##      4769      4770      4771      4772      4773      4774      4775      4776 
## 553.34350 694.88641 553.34350 458.98156 553.34350 553.34350 647.70544 647.70544 
##      4777      4778      4779      4780      4781      4782      4783      4784 
## 742.06739 600.52447 600.52447 836.42933 836.42933 836.42933 553.34350 553.34350 
##      4785      4786      4787      4788      4789      4790      4791      4792 
## 553.34350 789.24836  34.35282 836.42933 742.06739 553.34350 506.16253 364.61962 
##      4793      4794      4795      4796      4797      4798      4799      4800 
## 411.80059 317.43865 506.16253 506.16253 553.34350 694.88641 553.34350 553.34350 
##      4801      4802      4803      4804      4805      4806      4807      4808 
## 553.34350 506.16253 553.34350 836.42933 553.34350 647.70544 742.06739 789.24836 
##      4809      4810      4811      4812      4813      4814      4815      4816 
## 742.06739 553.34350 600.52447 553.34350 553.34350 553.34350 506.16253 553.34350 
##      4817      4818      4819      4820      4821      4822      4823      4824 
## 553.34350 553.34350 553.34350 553.34350 553.34350 836.42933 742.06739 836.42933 
##      4825      4826      4827      4828      4829      4830      4831      4832 
## 742.06739 836.42933 742.06739 742.06739 694.88641 742.06739 364.61962 553.34350 
##      4833      4834      4835      4836      4837      4838      4839      4840 
## 553.34350 553.34350 836.42933 742.06739 553.34350 553.34350 694.88641 553.34350 
##      4841      4842      4843      4844      4845      4846      4847      4848 
## 600.52447 742.06739 553.34350 742.06739 506.16253 742.06739 789.24836 458.98156 
##      4849      4850      4851      4852      4853      4854      4855      4856 
## 553.34350 458.98156 553.34350 600.52447 553.34350 647.70544 647.70544 742.06739 
##      4857      4858      4859      4860      4861      4862      4863      4864 
## 553.34350 553.34350 836.42933 553.34350 836.42933 742.06739 553.34350 742.06739 
##      4865      4866      4867      4868      4869      4870      4871      4872 
## 742.06739 647.70544 836.42933 647.70544 600.52447 458.98156 836.42933 553.34350 
##      4873      4874      4875      4876      4877      4878      4879      4880 
## 553.34350 694.88641 553.34350 553.34350 553.34350 742.06739 600.52447 742.06739 
##      4881      4882      4883      4884      4885      4886      4887      4888 
## 553.34350 742.06739 553.34350 600.52447 364.61962 742.06739 742.06739 742.06739 
##      4889      4890      4891      4892      4893      4894      4895      4896 
## 553.34350 742.06739 836.42933 600.52447 836.42933 789.24836 836.42933 742.06739 
##      4897      4898      4899      4900      4901      4902      4903      4904 
## 647.70544 789.24836 553.34350 647.70544 553.34350 742.06739 553.34350 364.61962 
##      4905      4906      4907      4908      4909      4910      4911      4912 
## 553.34350 836.42933 647.70544 553.34350 553.34350 600.52447 836.42933 789.24836 
##      4913      4914      4915      4916      4917      4918      4919      4920 
## 553.34350 742.06739 553.34350 553.34350 553.34350 742.06739 647.70544 553.34350 
##      4921      4922      4923      4924      4925      4926      4927      4928 
## 836.42933 789.24836 836.42933 789.24836 647.70544 553.34350 553.34350 553.34350 
##      4929      4930      4931      4932      4933      4934      4935      4936 
## 742.06739 836.42933 836.42933 789.24836 553.34350 836.42933 553.34350 836.42933 
##      4937      4938      4939      4940      4941      4942      4943      4944 
## 647.70544 553.34350 458.98156 836.42933 553.34350 600.52447 553.34350 836.42933 
##      4945      4946      4947      4948      4949      4950      4951      4952 
## 600.52447 553.34350 742.06739 553.34350 458.98156 647.70544 553.34350 553.34350 
##      4953      4954      4955      4956      4957      4958      4959      4960 
## 553.34350 742.06739 742.06739 694.88641 742.06739 742.06739 553.34350 553.34350 
##      4961      4962      4963      4964      4965      4966      4967      4968 
## 600.52447 553.34350 647.70544 742.06739 553.34350 506.16253 553.34350 553.34350 
##      4969      4970      4971      4972      4973      4974      4975      4976 
## 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 742.06739 
##      4977      4978      4979      4980      4981      4982      4983      4984 
## 553.34350 553.34350 553.34350 836.42933 458.98156 553.34350 694.88641 553.34350 
##      4985      4986      4987      4988      4989      4990      4991      4992 
## 458.98156 553.34350 647.70544 553.34350 694.88641 600.52447 506.16253 836.42933 
##      4993      4994      4995      4996      4997      4998      4999      5000 
## 742.06739 694.88641 600.52447 553.34350 742.06739 742.06739 742.06739 742.06739 
##      5001      5002      5003      5004      5005      5006      5007      5008 
## 364.61962 553.34350 742.06739 458.98156 553.34350 647.70544 647.70544 553.34350 
##      5009      5010      5011      5012      5013      5014      5015      5016 
## 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 411.80059 553.34350 
##      5017      5018      5019      5020      5021      5022      5023      5024 
## 553.34350 836.42933 647.70544 742.06739 742.06739 600.52447 836.42933 553.34350 
##      5025      5026      5027      5028      5029      5030      5031      5032 
## 553.34350 553.34350 742.06739 789.24836 553.34350 647.70544 553.34350 647.70544 
##      5033      5034      5035      5036      5037      5038      5039      5040 
## 553.34350 647.70544 553.34350 742.06739 553.34350 600.52447 742.06739 553.34350 
##      5041      5042      5043      5044      5045      5046      5047      5048 
## 742.06739 553.34350 553.34350 742.06739 647.70544 553.34350 742.06739 553.34350 
##      5049      5050      5051      5052      5053      5054      5055      5056 
## 742.06739 553.34350 553.34350 553.34350 553.34350 742.06739 458.98156 600.52447 
##      5057      5058      5059      5060      5061      5062      5063      5064 
## 600.52447 553.34350 506.16253 553.34350 600.52447 553.34350 600.52447 553.34350 
##      5065      5066      5067      5068      5069      5070      5071      5072 
## 553.34350 553.34350 270.25768 647.70544 506.16253 742.06739 553.34350 553.34350 
##      5073      5074      5075      5076      5077      5078      5079      5080 
## 600.52447 364.61962 742.06739 600.52447 553.34350 553.34350 742.06739 553.34350 
##      5081      5082      5083      5084      5085      5086      5087      5088 
## 647.70544 647.70544 836.42933 836.42933 553.34350 411.80059 836.42933 553.34350 
##      5089      5090      5091      5092      5093      5094      5095      5096 
## 742.06739 553.34350 553.34350 600.52447 553.34350 553.34350 553.34350 553.34350 
##      5097      5098      5099      5100      5101      5102      5103      5104 
## 458.98156 553.34350 647.70544 553.34350 647.70544 553.34350 836.42933 553.34350 
##      5105      5106      5107      5108      5109      5110      5111      5112 
## 553.34350 553.34350 694.88641 553.34350 600.52447 836.42933 506.16253 364.61962 
##      5113      5114      5115      5116      5117      5118      5119      5120 
## 270.25768 742.06739 647.70544 553.34350 458.98156 553.34350 742.06739 553.34350 
##      5121      5122      5123      5124      5125      5126      5127      5128 
## 694.88641 223.07670 411.80059 553.34350 836.42933 789.24836 506.16253 742.06739 
##      5129      5130      5131      5132      5133      5134      5135      5136 
## 553.34350 553.34350 411.80059 364.61962 553.34350 553.34350 742.06739 553.34350 
##      5137      5138      5139      5140      5141      5142      5143      5144 
## 270.25768 647.70544 553.34350 836.42933 836.42933 836.42933 742.06739 836.42933 
##      5145      5146      5147      5148      5149      5150      5151      5152 
## 553.34350 458.98156 553.34350 458.98156 553.34350 553.34350 553.34350 458.98156 
##      5153      5154      5155      5156      5157      5158      5159      5160 
## 600.52447 553.34350 647.70544 694.88641 553.34350 553.34350 364.61962 742.06739 
##      5161      5162      5163      5164      5165      5166      5167      5168 
## 647.70544 364.61962 600.52447 506.16253 553.34350 506.16253 553.34350 553.34350 
##      5169      5170      5171      5172      5173      5174      5175      5176 
## 742.06739 742.06739 836.42933 742.06739 789.24836 836.42933 789.24836 836.42933 
##      5177      5178      5179      5180      5181      5182      5183      5184 
## 553.34350 553.34350 553.34350 600.52447 458.98156 742.06739 742.06739 647.70544 
##      5185      5186      5187      5188      5189      5190      5191      5192 
## 742.06739 647.70544 553.34350 600.52447 742.06739 553.34350 836.42933 553.34350 
##      5193      5194      5195      5196      5197      5198      5199      5200 
## 553.34350 553.34350 553.34350 458.98156 742.06739 742.06739 553.34350 647.70544 
##      5201      5202      5203      5204      5205      5206      5207      5208 
## 742.06739 742.06739 647.70544 553.34350  81.53379 506.16253 364.61962 647.70544 
##      5209      5210      5211      5212      5213      5214      5215      5216 
## 553.34350 553.34350 553.34350 553.34350 742.06739 742.06739 742.06739 553.34350 
##      5217      5218      5219      5220      5221      5222      5223      5224 
## 553.34350 553.34350 411.80059 553.34350 647.70544 553.34350 647.70544 647.70544 
##      5225      5226      5227      5228      5229      5230      5231      5232 
## 553.34350 411.80059 458.98156 458.98156 270.25768 411.80059 553.34350 411.80059 
##      5233      5234      5235      5236      5237      5238      5239      5240 
## 553.34350 647.70544 411.80059 600.52447 553.34350 553.34350 553.34350 553.34350 
##      5241      5242      5243      5244      5245      5246      5247      5248 
## 506.16253 553.34350 506.16253 553.34350 458.98156 458.98156 742.06739 553.34350 
##      5249      5250      5251      5252      5253      5254      5255      5256 
## 553.34350 553.34350 553.34350 836.42933 458.98156 600.52447 553.34350 742.06739 
##      5257      5258      5259      5260      5261      5262      5263      5264 
## 553.34350 742.06739 647.70544 836.42933 647.70544 506.16253 553.34350 553.34350 
##      5265      5266      5267      5268      5269      5270      5271      5272 
## 553.34350 742.06739 647.70544 458.98156 553.34350 742.06739 836.42933 647.70544 
##      5273      5274      5275      5276      5277      5278      5279      5280 
## 742.06739 553.34350 742.06739 647.70544 836.42933 742.06739 553.34350 553.34350 
##      5281      5282      5283      5284      5285      5286      5287      5288 
## 553.34350 553.34350 742.06739 836.42933 836.42933 647.70544 553.34350 553.34350 
##      5289      5290      5291      5292      5293      5294      5295      5296 
## 553.34350 553.34350 458.98156 553.34350 647.70544 553.34350 836.42933 694.88641 
##      5297      5298      5299      5300      5301      5302      5303      5304 
## 553.34350 600.52447 553.34350 553.34350 647.70544 553.34350 647.70544 553.34350 
##      5305      5306      5307      5308      5309      5310      5311      5312 
## 836.42933 742.06739 553.34350 694.88641 836.42933 694.88641 647.70544 553.34350 
##      5313      5314      5315      5316      5317      5318      5319      5320 
## 789.24836 836.42933 647.70544 836.42933 836.42933 553.34350 600.52447 553.34350 
##      5321      5322      5323      5324      5325      5326      5327      5328 
## 553.34350 553.34350 458.98156 411.80059 553.34350 553.34350 553.34350 553.34350 
##      5329      5330      5331      5332      5333      5334      5335      5336 
## 317.43865 742.06739 553.34350 600.52447 553.34350 553.34350 836.42933 553.34350 
##      5337      5338      5339      5340      5341      5342      5343      5344 
## 647.70544 506.16253 742.06739 553.34350 553.34350 694.88641 742.06739 553.34350 
##      5345      5346      5347      5348      5349      5350      5351      5352 
## 553.34350 836.42933 411.80059 411.80059 458.98156 742.06739 742.06739 553.34350 
##      5353      5354      5355      5356      5357      5358      5359      5360 
## 553.34350 647.70544 553.34350 553.34350 506.16253 789.24836 553.34350 789.24836 
##      5361      5362      5363      5364      5365      5366      5367      5368 
## 553.34350 836.42933 458.98156 789.24836 742.06739 553.34350 836.42933 600.52447 
##      5369      5370      5371      5372      5373      5374      5375      5376 
## 553.34350 742.06739 553.34350 -12.82815 506.16253 270.25768 411.80059 553.34350 
##      5377      5378      5379      5380      5381      5382      5383      5384 
## 647.70544 553.34350 553.34350 600.52447 647.70544 600.52447 553.34350 647.70544 
##      5385      5386      5387      5388      5389      5390      5391      5392 
## 647.70544 694.88641 742.06739 506.16253 553.34350 553.34350 411.80059 553.34350 
##      5393      5394      5395      5396      5397      5398      5399      5400 
## 742.06739 553.34350 789.24836 553.34350 553.34350 553.34350 647.70544 553.34350 
##      5401      5402      5403      5404      5405      5406      5407      5408 
## 742.06739 836.42933 742.06739 458.98156 223.07670 742.06739 553.34350 553.34350 
##      5409      5410      5411      5412      5413      5414      5415      5416 
## 553.34350 694.88641 836.42933 789.24836 742.06739 553.34350 553.34350 742.06739 
##      5417      5418      5419      5420      5421      5422      5423      5424 
## 647.70544 836.42933 270.25768 647.70544 742.06739 553.34350 789.24836 553.34350 
##      5425      5426      5427      5428      5429      5430      5431      5432 
## 553.34350 553.34350 694.88641 647.70544 553.34350 694.88641 175.89573 647.70544 
##      5433      5434      5435      5436      5437      5438      5439      5440 
## 836.42933 742.06739 694.88641 647.70544 836.42933 506.16253 742.06739 553.34350 
##      5441      5442      5443      5444      5445      5446      5447      5448 
## 742.06739 600.52447 836.42933 553.34350 647.70544 647.70544 506.16253 789.24836 
##      5449      5450      5451      5452      5453      5454      5455      5456 
## 742.06739 553.34350 553.34350 553.34350 742.06739 553.34350 836.42933 553.34350 
##      5457      5458      5459      5460      5461      5462      5463      5464 
## 742.06739 647.70544 789.24836 742.06739 553.34350 553.34350 553.34350 694.88641 
##      5465      5466      5467      5468      5469      5470      5471      5472 
## 553.34350 553.34350 553.34350 458.98156 742.06739 742.06739 553.34350 553.34350 
##      5473      5474      5475      5476      5477      5478      5479      5480 
## 553.34350 836.42933 789.24836 506.16253 553.34350 553.34350 742.06739 600.52447 
##      5481      5482      5483      5484      5485      5486      5487      5488 
## 789.24836 694.88641 742.06739 836.42933 553.34350 742.06739 742.06739 553.34350 
##      5489      5490      5491      5492      5493      5494      5495      5496 
## 742.06739 553.34350 553.34350 742.06739 836.42933 411.80059 647.70544 836.42933 
##      5497      5498      5499      5500      5501      5502      5503      5504 
## 694.88641 647.70544 553.34350 506.16253 553.34350 553.34350 742.06739 694.88641 
##      5505      5506      5507      5508      5509      5510      5511      5512 
## 600.52447 317.43865 553.34350 458.98156 553.34350 411.80059 458.98156 694.88641 
##      5513      5514      5515      5516      5517      5518      5519      5520 
## 694.88641 742.06739 789.24836 270.25768 553.34350 553.34350 553.34350 553.34350 
##      5521      5522      5523      5524      5525      5526      5527      5528 
## 789.24836 506.16253 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##      5529      5530      5531      5532      5533      5534      5535      5536 
## 553.34350 647.70544 553.34350 553.34350 836.42933 553.34350 553.34350 836.42933 
##      5537      5538      5539      5540      5541      5542      5543      5544 
## 647.70544 553.34350 836.42933 836.42933 836.42933 742.06739 742.06739 647.70544 
##      5545      5546      5547      5548      5549      5550      5551      5552 
## 506.16253 553.34350 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 
##      5553      5554      5555      5556      5557      5558      5559      5560 
## 553.34350 553.34350 742.06739 600.52447 458.98156 553.34350 600.52447 553.34350 
##      5561      5562      5563      5564      5565      5566      5567      5568 
## 458.98156 553.34350 506.16253 317.43865 553.34350 647.70544 553.34350 742.06739 
##      5569      5570      5571      5572      5573      5574      5575      5576 
## 647.70544 553.34350 647.70544 553.34350 600.52447 553.34350 553.34350 789.24836 
##      5577      5578      5579      5580      5581      5582      5583      5584 
## 506.16253 553.34350 742.06739 600.52447 600.52447 553.34350 600.52447 553.34350 
##      5585      5586      5587      5588      5589      5590      5591      5592 
## 742.06739 553.34350 553.34350 553.34350 553.34350 553.34350 836.42933 742.06739 
##      5593      5594      5595      5596      5597      5598      5599      5600 
## 836.42933 836.42933 647.70544 742.06739 742.06739 836.42933 789.24836 742.06739 
##      5601      5602      5603      5604      5605      5606      5607      5608 
## 600.52447 836.42933 647.70544 553.34350 553.34350 553.34350 553.34350 553.34350 
##      5609      5610      5611      5612      5613      5614      5615      5616 
## 553.34350 553.34350 553.34350 553.34350 553.34350 411.80059 742.06739 789.24836 
##      5617      5618      5619      5620      5621      5622      5623      5624 
## 742.06739 789.24836 553.34350 647.70544 553.34350 553.34350 742.06739 553.34350 
##      5625      5626      5627      5628      5629      5630      5631      5632 
## 553.34350 553.34350 789.24836 553.34350 553.34350 553.34350 553.34350 789.24836 
##      5633      5634      5635      5636      5637      5638      5639      5640 
## 364.61962 694.88641 553.34350 742.06739 836.42933 694.88641 506.16253 789.24836 
##      5641      5642      5643      5644      5645      5646      5647      5648 
## 506.16253 553.34350 553.34350 647.70544 553.34350 553.34350 553.34350 553.34350 
##      5649      5650      5651      5652      5653      5654      5655      5656 
## 553.34350 600.52447 553.34350 553.34350 553.34350 647.70544 742.06739 553.34350 
##      5657      5658      5659      5660      5661      5662      5663      5664 
## 742.06739 742.06739 742.06739 553.34350 647.70544 553.34350 364.61962 553.34350 
##      5665      5666      5667      5668      5669      5670      5671      5672 
## 789.24836 836.42933 647.70544 742.06739 789.24836 458.98156 553.34350 789.24836 
##      5673      5674      5675      5676      5677      5678      5679      5680 
## 742.06739 742.06739 647.70544 836.42933 694.88641 553.34350 553.34350 742.06739 
##      5681      5682      5683      5684      5685      5686      5687      5688 
## 742.06739 506.16253 742.06739 836.42933 506.16253 458.98156 742.06739 553.34350 
##      5689      5690      5691      5692      5693      5694      5695      5696 
## 553.34350 600.52447 742.06739 694.88641 553.34350 789.24836 742.06739 458.98156 
##      5697      5698      5699      5700      5701      5702      5703      5704 
## 553.34350 553.34350 553.34350 742.06739 553.34350 836.42933 647.70544 742.06739 
##      5705      5706      5707      5708      5709      5710      5711      5712 
## 553.34350 647.70544 742.06739 789.24836 553.34350 742.06739 742.06739 553.34350 
##      5713      5714      5715      5716      5717      5718      5719      5720 
## 742.06739 553.34350 647.70544 553.34350 600.52447 600.52447 836.42933 553.34350 
##      5721      5722      5723      5724      5725      5726      5727      5728 
## 553.34350 506.16253 317.43865 553.34350 600.52447 553.34350 836.42933 553.34350 
##      5729      5730      5731      5732      5733      5734      5735      5736 
## 553.34350 553.34350 458.98156 553.34350 553.34350 742.06739 553.34350 364.61962 
##      5737      5738      5739      5740      5741      5742      5743      5744 
## 600.52447 836.42933 553.34350 553.34350 553.34350 458.98156 553.34350 647.70544 
##      5745      5746      5747      5748      5749      5750      5751      5752 
## 647.70544 553.34350 553.34350 553.34350 742.06739 600.52447 553.34350 789.24836 
##      5753      5754      5755      5756      5757      5758      5759      5760 
## 694.88641 553.34350 836.42933 553.34350 553.34350 553.34350 553.34350 553.34350 
##      5761      5762      5763      5764      5765      5766      5767      5768 
## 600.52447 742.06739 553.34350 553.34350 647.70544 742.06739 600.52447 553.34350 
##      5769      5770      5771      5772      5773      5774      5775      5776 
## 553.34350 553.34350 553.34350 553.34350 553.34350 458.98156 600.52447 836.42933 
##      5777      5778      5779      5780      5781      5782      5783      5784 
## 836.42933 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 600.52447 
##      5785      5786      5787      5788      5789      5790      5791      5792 
## 553.34350 364.61962 553.34350 742.06739 647.70544 600.52447 600.52447 742.06739 
##      5793      5794      5795      5796      5797      5798      5799      5800 
## 553.34350 789.24836 506.16253 553.34350 742.06739 647.70544 553.34350 553.34350 
##      5801      5802      5803      5804      5805      5806      5807      5808 
## 789.24836 553.34350 553.34350 553.34350 553.34350 742.06739 742.06739 553.34350 
##      5809      5810      5811      5812      5813      5814      5815      5816 
## 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 647.70544 742.06739 
##      5817      5818      5819      5820      5821      5822      5823      5824 
## 411.80059 742.06739 742.06739 553.34350 553.34350 600.52447 553.34350 836.42933 
##      5825      5826      5827      5828      5829      5830      5831      5832 
## 553.34350 553.34350 553.34350 506.16253 553.34350 553.34350 458.98156 553.34350 
##      5833      5834      5835      5836      5837      5838      5839      5840 
## 836.42933 458.98156 553.34350 600.52447 553.34350 742.06739 553.34350 553.34350 
##      5841      5842      5843      5844      5845      5846      5847      5848 
## 553.34350 553.34350 647.70544 553.34350 742.06739 553.34350 553.34350 742.06739 
##      5849      5850      5851      5852      5853      5854      5855      5856 
## 742.06739 694.88641 553.34350 553.34350 364.61962 553.34350 553.34350 553.34350 
##      5857      5858      5859      5860      5861      5862      5863      5864 
## 742.06739 411.80059 553.34350 647.70544 553.34350 411.80059 411.80059 647.70544 
##      5865      5866      5867      5868      5869      5870      5871      5872 
## 411.80059 -12.82815 742.06739 836.42933 742.06739 600.52447 742.06739 742.06739 
##      5873      5874      5875      5876      5877      5878      5879      5880 
## 742.06739 742.06739 553.34350 553.34350 647.70544 553.34350 364.61962 742.06739 
##      5881      5882      5883      5884      5885      5886      5887      5888 
## 553.34350 600.52447 506.16253 742.06739 694.88641 553.34350 553.34350 836.42933 
##      5889      5890      5891      5892      5893      5894      5895      5896 
## 742.06739 742.06739 553.34350 411.80059 364.61962 742.06739 742.06739 742.06739 
##      5897      5898      5899      5900      5901      5902      5903      5904 
## 553.34350 553.34350 789.24836 742.06739 600.52447 506.16253 458.98156 836.42933 
##      5905      5906      5907      5908      5909      5910      5911      5912 
## 836.42933 836.42933 836.42933 364.61962 553.34350 553.34350 694.88641 553.34350 
##      5913      5914      5915      5916      5917      5918      5919      5920 
## 553.34350 553.34350 647.70544 553.34350 742.06739 553.34350 742.06739 553.34350 
##      5921      5922      5923      5924      5925      5926      5927      5928 
## 553.34350 836.42933 836.42933 553.34350 742.06739 553.34350 742.06739 647.70544 
##      5929      5930      5931      5932      5933      5934      5935      5936 
## 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 506.16253 553.34350 
##      5937      5938      5939      5940      5941      5942      5943      5944 
## 506.16253 694.88641 742.06739 364.61962 836.42933 836.42933 553.34350 789.24836 
##      5945      5946      5947      5948      5949      5950      5951      5952 
## 742.06739 694.88641 553.34350 694.88641 836.42933 836.42933 553.34350 789.24836 
##      5953      5954      5955      5956      5957      5958      5959      5960 
## 364.61962 553.34350 836.42933 553.34350 553.34350 553.34350 836.42933 411.80059 
##      5961      5962      5963      5964      5965      5966      5967      5968 
## 553.34350 836.42933 836.42933 742.06739 458.98156 553.34350 553.34350 553.34350 
##      5969      5970      5971      5972      5973      5974      5975      5976 
## 553.34350 742.06739 836.42933 553.34350 836.42933 600.52447 553.34350 553.34350 
##      5977      5978      5979      5980      5981      5982      5983      5984 
## 553.34350 506.16253 553.34350 600.52447 553.34350 458.98156 553.34350 553.34350 
##      5985      5986      5987      5988      5989      5990      5991      5992 
## 553.34350 742.06739 742.06739 742.06739 553.34350 789.24836 694.88641 553.34350 
##      5993      5994      5995      5996      5997      5998      5999      6000 
## 553.34350 553.34350 647.70544 553.34350 742.06739 836.42933 553.34350 553.34350 
##      6001      6002      6003      6004      6005      6006      6007      6008 
## 647.70544 553.34350 506.16253 506.16253 553.34350 553.34350 553.34350 458.98156 
##      6009      6010      6011      6012      6013      6014      6015      6016 
## 553.34350 411.80059 647.70544 647.70544 553.34350 553.34350 553.34350 553.34350 
##      6017      6018      6019      6020      6021      6022      6023      6024 
## 600.52447 553.34350 600.52447 553.34350 553.34350 553.34350 458.98156 789.24836 
##      6025      6026      6027      6028      6029      6030      6031      6032 
## 600.52447 836.42933 411.80059 600.52447 553.34350 553.34350 553.34350 553.34350 
##      6033      6034      6035      6036      6037      6038      6039      6040 
## 553.34350 553.34350 553.34350 742.06739 553.34350 694.88641 506.16253 553.34350 
##      6041      6042      6043      6044      6045      6046      6047      6048 
## 553.34350 553.34350 553.34350 600.52447 553.34350 694.88641 506.16253 553.34350 
##      6049      6050      6051      6052      6053      6054      6055      6056 
## 553.34350 553.34350 553.34350 553.34350 553.34350 647.70544 742.06739 647.70544 
##      6057      6058      6059      6060      6061      6062      6063      6064 
## 836.42933 458.98156 742.06739 553.34350 506.16253 742.06739 789.24836 553.34350 
##      6065      6066      6067      6068      6069      6070      6071      6072 
## 553.34350 553.34350 742.06739 553.34350 553.34350 506.16253 553.34350 553.34350 
##      6073      6074      6075      6076      6077      6078      6079      6080 
## 553.34350 553.34350 742.06739 789.24836 553.34350 694.88641 458.98156 553.34350 
##      6081      6082      6083      6084      6085      6086      6087      6088 
## 553.34350 411.80059 506.16253 553.34350 836.42933 553.34350 458.98156 411.80059 
##      6089      6090      6091      6092      6093      6094      6095      6096 
## 600.52447 553.34350 836.42933 600.52447 411.80059 553.34350 553.34350 506.16253 
##      6097      6098      6099      6100      6101      6102      6103      6104 
## 742.06739 742.06739 458.98156 553.34350 836.42933 364.61962 553.34350 364.61962 
##      6105      6106      6107      6108      6109      6110      6111      6112 
## 742.06739 742.06739 789.24836 553.34350 553.34350 553.34350 742.06739 458.98156 
##      6113      6114      6115      6116      6117      6118      6119      6120 
## 600.52447 270.25768 836.42933 553.34350 600.52447 553.34350 647.70544 600.52447 
##      6121      6122      6123      6124      6125      6126      6127      6128 
## 553.34350 553.34350 364.61962 553.34350 553.34350 553.34350 553.34350 647.70544 
##      6129      6130      6131      6132      6133      6134      6135      6136 
## 553.34350 742.06739 600.52447 553.34350 553.34350 553.34350 553.34350 553.34350 
##      6137      6138      6139      6140      6141      6142      6143      6144 
## 553.34350 553.34350 553.34350 742.06739 553.34350 553.34350 553.34350 553.34350 
##      6145      6146      6147      6148      6149      6150      6151      6152 
## 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 742.06739 553.34350 
##      6153      6154      6155      6156      6157      6158      6159      6160 
## 458.98156 742.06739 600.52447 742.06739 553.34350 742.06739 553.34350 789.24836 
##      6161      6162      6163      6164      6165      6166      6167      6168 
## 553.34350 553.34350 836.42933 553.34350 600.52447 553.34350 553.34350 553.34350 
##      6169      6170      6171      6172      6173      6174      6175      6176 
## 553.34350 553.34350 836.42933 553.34350 553.34350 742.06739 553.34350 553.34350 
##      6177      6178      6179      6180      6181      6182      6183      6184 
## 553.34350 553.34350 364.61962 458.98156 458.98156 553.34350 553.34350 553.34350 
##      6185      6186      6187      6188      6189      6190      6191      6192 
## 600.52447 647.70544 600.52447 364.61962 600.52447 647.70544 553.34350 553.34350 
##      6193      6194      6195      6196      6197      6198      6199      6200 
## 742.06739 836.42933 553.34350 742.06739 742.06739 742.06739 647.70544 553.34350 
##      6201      6202      6203      6204      6205      6206      6207      6208 
## 553.34350 506.16253 742.06739 742.06739 364.61962 458.98156 458.98156 553.34350 
##      6209      6210      6211      6212      6213      6214      6215      6216 
## 647.70544 600.52447 506.16253 553.34350 647.70544 553.34350 553.34350 553.34350 
##      6217      6218      6219      6220      6221      6222      6223      6224 
## 553.34350 553.34350 742.06739 553.34350 506.16253 553.34350 600.52447 647.70544 
##      6225      6226      6227      6228      6229      6230      6231      6232 
## 506.16253 647.70544 553.34350 600.52447 553.34350 553.34350 553.34350 458.98156 
##      6233      6234      6235      6236      6237      6238      6239      6240 
## 506.16253 553.34350 553.34350 742.06739 553.34350 458.98156 553.34350 553.34350 
##      6241      6242      6243      6244      6245      6246      6247      6248 
## 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 553.34350 364.61962 
##      6249      6250      6251      6252      6253      6254      6255      6256 
## 317.43865 553.34350 458.98156 553.34350 836.42933 270.25768 553.34350 553.34350 
##      6257      6258      6259      6260      6261      6262      6263      6264 
## 647.70544 553.34350 553.34350 553.34350 553.34350 553.34350 458.98156 553.34350 
##      6265      6266      6267      6268      6269      6270      6271      6272 
## 600.52447 553.34350 553.34350 553.34350 647.70544 647.70544 553.34350 553.34350 
##      6273      6274      6275      6276      6277      6278      6279      6280 
## 553.34350 742.06739 553.34350 458.98156 742.06739 411.80059 553.34350 742.06739 
##      6281      6282      6283      6284      6285      6286      6287      6288 
## 553.34350 553.34350 789.24836 647.70544 553.34350 553.34350 553.34350 553.34350 
##      6289      6290      6291      6292      6293      6294      6295      6296 
## 553.34350 553.34350 647.70544 506.16253 553.34350 836.42933 553.34350 742.06739 
##      6297      6298      6299      6300      6301      6302      6303      6304 
## 600.52447 553.34350 553.34350 647.70544 553.34350 553.34350 553.34350 553.34350 
##      6305      6306      6307      6308      6309      6310      6311      6312 
## 647.70544 600.52447 553.34350 600.52447 742.06739 458.98156 553.34350 553.34350 
##      6313      6314      6315      6316      6317      6318      6319      6320 
## 553.34350 458.98156 553.34350 789.24836 694.88641 553.34350 506.16253 458.98156 
##      6321      6322      6323      6324      6325      6326      6327      6328 
## 458.98156 553.34350 553.34350 553.34350 789.24836 647.70544 647.70544 506.16253 
##      6329      6330      6331      6332      6333      6334      6335      6336 
## 553.34350 553.34350 647.70544 742.06739 553.34350 600.52447 553.34350 553.34350 
##      6337      6338      6339      6340      6341      6342      6343      6344 
## 600.52447 553.34350 553.34350 506.16253 553.34350 553.34350 600.52447 553.34350 
##      6345      6346      6347      6348      6349      6350      6351      6352 
## 600.52447 742.06739 553.34350 694.88641 553.34350 506.16253 742.06739 553.34350 
##      6353      6354      6355      6356      6357      6358      6359      6360 
## 742.06739 789.24836 411.80059 553.34350 553.34350 553.34350 553.34350 553.34350 
##      6361      6362      6363      6364      6365      6366      6367      6368 
## 553.34350 553.34350 458.98156 553.34350 553.34350 553.34350 553.34350 458.98156 
##      6369      6370      6371      6372      6373      6374      6375      6376 
## 553.34350 553.34350 553.34350 411.80059 647.70544 553.34350 553.34350 742.06739 
##      6377      6378      6379      6380      6381      6382      6383      6384 
## 506.16253 600.52447 647.70544 553.34350 694.88641 836.42933 553.34350 553.34350 
##      6385      6386      6387      6388      6389      6390      6391      6392 
## 694.88641 553.34350 553.34350 553.34350 506.16253 553.34350 742.06739 553.34350 
##      6393      6394      6395      6396      6397      6398      6399      6400 
## 458.98156 364.61962 506.16253 553.34350 553.34350 411.80059 553.34350 553.34350 
##      6401      6402      6403      6404      6405      6406      6407      6408 
## 553.34350 647.70544 553.34350 742.06739 553.34350 789.24836 789.24836 553.34350 
##      6409      6410      6411      6412      6413      6414      6415      6416 
## 553.34350 553.34350 600.52447 789.24836 553.34350 553.34350 411.80059 553.34350 
##      6417      6418      6419      6420      6421      6422      6423      6424 
## 647.70544 553.34350 506.16253 553.34350 553.34350 553.34350 553.34350 458.98156 
##      6425      6426      6427      6428      6429      6430      6431      6432 
## 742.06739 553.34350 789.24836 742.06739 553.34350 553.34350 553.34350 836.42933 
##      6433      6434      6435      6436      6437      6438      6439      6440 
## 647.70544 742.06739 364.61962 553.34350 553.34350 742.06739 553.34350 553.34350 
##      6441      6442      6443      6444      6445      6446      6447      6448 
## 742.06739 836.42933 694.88641 836.42933 553.34350 836.42933 553.34350 836.42933 
##      6449      6450      6451      6452      6453      6454      6455      6456 
## 836.42933 506.16253 647.70544 553.34350 506.16253 553.34350 742.06739 742.06739 
##      6457      6458      6459      6460      6461      6462      6463      6464 
## 411.80059 553.34350 553.34350 553.34350 742.06739 553.34350 364.61962 553.34350 
##      6465      6466      6467      6468      6469      6470      6471      6472 
## 600.52447 742.06739 742.06739 553.34350 458.98156 553.34350 836.42933 553.34350 
##      6473      6474      6475      6476      6477      6478      6479      6480 
## 600.52447 553.34350 694.88641 742.06739 553.34350 742.06739 742.06739 600.52447 
##      6481      6482      6483      6484      6485      6486      6487      6488 
## 553.34350 742.06739 647.70544 647.70544 553.34350 553.34350 553.34350 364.61962 
##      6489      6490      6491      6492      6493      6494      6495      6496 
## 458.98156 836.42933 836.42933 364.61962 836.42933 647.70544 647.70544 600.52447 
##      6497      6498      6499      6500      6501      6502      6503      6504 
## 458.98156 553.34350 553.34350 647.70544 506.16253 506.16253 836.42933 694.88641 
##      6505      6506      6507      6508      6509      6510      6511      6512 
## 789.24836 694.88641 553.34350 553.34350 647.70544 553.34350 600.52447 647.70544 
##      6513      6514      6515      6516      6517      6518      6519      6520 
## 836.42933 742.06739 742.06739 836.42933 506.16253 553.34350 647.70544 647.70544 
##      6521      6522      6523      6524      6525      6526      6527      6528 
## 553.34350 553.34350 600.52447 647.70544 458.98156 600.52447 553.34350 647.70544 
##      6529      6530      6531      6532      6533      6534      6535      6536 
## 553.34350 506.16253 742.06739 600.52447 553.34350 553.34350 647.70544 553.34350 
##      6537      6538      6539      6540      6541      6542      6543      6544 
## 553.34350 364.61962 600.52447 647.70544 647.70544 742.06739 789.24836 742.06739 
##      6545      6546      6547      6548      6549      6550      6551      6552 
## 317.43865 506.16253 553.34350 553.34350 836.42933 647.70544 553.34350 647.70544 
##      6553      6554      6555      6556      6557      6558      6559      6560 
## 742.06739 742.06739 553.34350 553.34350 600.52447 742.06739 694.88641 742.06739 
##      6561      6562      6563      6564      6565      6566      6567      6568 
## 836.42933 506.16253 553.34350 506.16253 553.34350 553.34350 836.42933 647.70544 
##      6569      6570      6571      6572      6573      6574      6575      6576 
## 742.06739 836.42933 600.52447 553.34350 553.34350 553.34350 647.70544 553.34350 
##      6577      6578      6579      6580      6581      6582      6583      6584 
## 411.80059 647.70544 553.34350 789.24836 458.98156 553.34350 600.52447 647.70544 
##      6585      6586      6587      6588      6589      6590      6591      6592 
## 647.70544 647.70544 553.34350 600.52447 600.52447 742.06739 175.89573 553.34350 
##      6593      6594      6595      6596      6597      6598      6599      6600 
## 742.06739 553.34350 553.34350 742.06739 553.34350 742.06739 742.06739 553.34350 
##      6601      6602      6603      6604      6605      6606      6607      6608 
## 742.06739 836.42933 553.34350 553.34350 647.70544 600.52447 600.52447 789.24836 
##      6609      6610      6611      6612      6613      6614      6615      6616 
## 836.42933 553.34350 742.06739 506.16253 600.52447 553.34350 647.70544 742.06739 
##      6617      6618      6619      6620      6621      6622      6623      6624 
## 506.16253 553.34350 789.24836 836.42933 742.06739 553.34350 694.88641 553.34350 
##      6625      6626      6627      6628      6629      6630      6631      6632 
## 836.42933 742.06739 411.80059 364.61962 647.70544 600.52447 553.34350 553.34350 
##      6633      6634      6635      6636      6637      6638      6639      6640 
## 458.98156 742.06739 647.70544 553.34350 553.34350 742.06739 647.70544 600.52447 
##      6641      6642      6643      6644      6645      6646      6647      6648 
## 553.34350 600.52447 694.88641 647.70544 600.52447 270.25768 553.34350 506.16253 
##      6649      6650      6651      6652      6653      6654      6655      6656 
## 553.34350 553.34350 742.06739 553.34350 742.06739 458.98156 553.34350 553.34350 
##      6657      6658      6659      6660      6661      6662      6663      6664 
## 789.24836 553.34350 836.42933 742.06739 836.42933 742.06739 600.52447 553.34350 
##      6665      6666      6667      6668      6669      6670      6671      6672 
## 553.34350 553.34350 553.34350 647.70544 789.24836 600.52447 553.34350 553.34350 
##      6673      6674      6675      6676      6677      6678      6679      6680 
## 553.34350 553.34350 553.34350 647.70544 600.52447 647.70544 742.06739 600.52447 
##      6681      6682      6683      6684      6685      6686      6687      6688 
## 553.34350 553.34350 647.70544 553.34350 600.52447 553.34350 647.70544 836.42933 
##      6689      6690      6691      6692      6693      6694      6695      6696 
## 553.34350 789.24836 742.06739 553.34350 506.16253 600.52447 553.34350 317.43865 
##      6697      6698      6699      6700      6701      6702      6703      6704 
## 553.34350 553.34350 647.70544 789.24836 506.16253 742.06739 506.16253 789.24836 
##      6705      6706      6707      6708      6709      6710      6711      6712 
## 553.34350 600.52447 742.06739 836.42933 836.42933 553.34350 742.06739 647.70544 
##      6713      6714      6715      6716      6717      6718      6719      6720 
## 553.34350 364.61962 506.16253 647.70544 411.80059 836.42933 506.16253 553.34350 
##      6721      6722      6723      6724      6725      6726      6727      6728 
## 553.34350 647.70544  34.35282 742.06739 742.06739 553.34350 553.34350 553.34350 
##      6729      6730      6731      6732      6733      6734      6735      6736 
## 553.34350 553.34350 742.06739 600.52447 742.06739 458.98156 647.70544 742.06739 
##      6737      6738      6739      6740      6741      6742      6743      6744 
## 553.34350 553.34350 506.16253 553.34350 553.34350 553.34350 506.16253 553.34350 
##      6745      6746      6747      6748      6749      6750      6751      6752 
## 553.34350 553.34350 553.34350 411.80059 742.06739 506.16253 458.98156 789.24836 
##      6753      6754      6755      6756      6757      6758      6759      6760 
## 742.06739 742.06739 647.70544 364.61962 647.70544 553.34350 553.34350 553.34350 
##      6761      6762      6763      6764      6765      6766      6767      6768 
## 553.34350 553.34350 647.70544 553.34350 647.70544 647.70544 694.88641 553.34350 
##      6769      6770      6771      6772      6773      6774      6775      6776 
## 553.34350 789.24836 647.70544 553.34350 553.34350 742.06739 458.98156 742.06739 
##      6777      6778      6779      6780      6781      6782      6783      6784 
## 411.80059 600.52447 742.06739 647.70544 553.34350 742.06739 742.06739 647.70544 
##      6785      6786      6787      6788      6789      6790      6791      6792 
## 836.42933 836.42933 647.70544 600.52447 836.42933 647.70544 506.16253 553.34350 
##      6793      6794      6795      6796      6797      6798      6799      6800 
## 742.06739 647.70544 317.43865 411.80059 694.88641 506.16253 553.34350 647.70544 
##      6801      6802      6803      6804      6805      6806      6807      6808 
## 553.34350 506.16253 553.34350 836.42933 647.70544 742.06739 694.88641 742.06739 
##      6809      6810      6811      6812      6813      6814      6815      6816 
## 553.34350 836.42933 553.34350 553.34350 411.80059 742.06739 742.06739 742.06739 
##      6817      6818      6819      6820      6821      6822      6823      6824 
## 742.06739 553.34350 836.42933 742.06739 553.34350 553.34350 647.70544 647.70544 
##      6825      6826      6827      6828      6829      6830      6831      6832 
## 553.34350 553.34350 506.16253 694.88641 553.34350 553.34350 647.70544 553.34350 
##      6833      6834      6835      6836      6837      6838      6839      6840 
## 742.06739 742.06739 647.70544 742.06739 553.34350 600.52447 742.06739 694.88641 
##      6841      6842      6843      6844      6845      6846      6847      6848 
## 836.42933 836.42933 742.06739 458.98156 553.34350 506.16253 411.80059 458.98156 
##      6849      6850      6851      6852      6853      6854      6855      6856 
## 553.34350 600.52447 600.52447 600.52447 553.34350 553.34350 553.34350 553.34350 
##      6857      6858      6859      6860      6861      6862      6863      6864 
## 742.06739 836.42933 553.34350 742.06739 553.34350 742.06739 742.06739 647.70544 
##      6865      6866      6867      6868      6869      6870      6871      6872 
## 553.34350 458.98156 553.34350 553.34350 553.34350 458.98156 553.34350 458.98156 
##      6873      6874      6875      6876      6877      6878      6879      6880 
## 742.06739 836.42933 553.34350 836.42933 506.16253 836.42933 647.70544 836.42933 
##      6881      6882      6883      6884      6885      6886      6887      6888 
## 836.42933 553.34350 553.34350 742.06739 553.34350 742.06739 553.34350 553.34350 
##      6889      6890      6891      6892      6893      6894      6895      6896 
## 553.34350 600.52447 647.70544 742.06739 742.06739 742.06739 836.42933 742.06739 
##      6897      6898      6899      6900      6901      6902      6903      6904 
## 647.70544 836.42933 836.42933 742.06739 742.06739 600.52447 742.06739 317.43865 
##      6905      6906      6907      6908      6909      6910      6911      6912 
## 647.70544 742.06739 553.34350 553.34350 553.34350 742.06739 742.06739 553.34350 
##      6913      6914      6915      6916      6917      6918      6919      6920 
## 553.34350 506.16253 553.34350 553.34350 506.16253 789.24836 553.34350 506.16253 
##      6921      6922      6923      6924      6925      6926      6927      6928 
## 694.88641 553.34350 553.34350 600.52447 553.34350 742.06739 742.06739 742.06739 
##      6929      6930      6931      6932      6933      6934      6935      6936 
## 506.16253 506.16253 836.42933 742.06739 600.52447 647.70544 789.24836 647.70544 
##      6937      6938      6939      6940      6941      6942      6943      6944 
## 553.34350 553.34350 458.98156 553.34350 553.34350 553.34350 553.34350 553.34350 
##      6945      6946      6947      6948      6949      6950      6951      6952 
## 458.98156 506.16253 742.06739 553.34350 600.52447 553.34350 742.06739 647.70544 
##      6953      6954      6955      6956      6957      6958      6959      6960 
## 789.24836 836.42933 647.70544 694.88641 836.42933 553.34350 553.34350 553.34350 
##      6961      6962      6963      6964      6965      6966      6967      6968 
## 364.61962 553.34350 553.34350 836.42933 506.16253 742.06739 742.06739 647.70544 
##      6969      6970      6971      6972      6973      6974      6975      6976 
## 789.24836 742.06739 600.52447 553.34350 600.52447 553.34350 647.70544 553.34350 
##      6977      6978      6979      6980      6981      6982      6983      6984 
## 742.06739 553.34350 553.34350 553.34350 647.70544 506.16253 553.34350 553.34350 
##      6985      6986      6987      6988      6989      6990      6991      6992 
## 647.70544 742.06739 647.70544 553.34350 553.34350 553.34350 742.06739 553.34350 
##      6993      6994      6995      6996      6997      6998      6999      7000 
## 600.52447 789.24836 553.34350 553.34350 553.34350 836.42933 553.34350 553.34350 
##      7001      7002      7003      7004      7005      7006      7007      7008 
## 553.34350 506.16253 553.34350 600.52447 458.98156 742.06739 553.34350 647.70544 
##      7009      7010      7011      7012      7013      7014      7015      7016 
## 458.98156 553.34350 694.88641 836.42933 600.52447 742.06739 694.88641 506.16253 
##      7017      7018      7019      7020      7021      7022      7023      7024 
## 553.34350 742.06739 836.42933 553.34350 553.34350 553.34350 506.16253 742.06739 
##      7025      7026      7027      7028      7029      7030      7031      7032 
## 742.06739 742.06739 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##      7033      7034      7035      7036      7037      7038      7039      7040 
## 458.98156 553.34350 364.61962 553.34350 836.42933 553.34350 647.70544 553.34350 
##      7041      7042      7043      7044      7045      7046      7047      7048 
## 694.88641 742.06739 789.24836 694.88641 647.70544 553.34350 647.70544 553.34350 
##      7049      7050      7051      7052      7053      7054      7055      7056 
## 553.34350 553.34350 553.34350 647.70544 506.16253 553.34350 553.34350 553.34350 
##      7057      7058      7059      7060      7061      7062      7063      7064 
## 553.34350 647.70544 600.52447 553.34350 317.43865 694.88641 742.06739 836.42933 
##      7065      7066      7067      7068      7069      7070      7071      7072 
## 553.34350 742.06739 742.06739 458.98156 553.34350 553.34350 789.24836 553.34350 
##      7073      7074      7075      7076      7077      7078      7079      7080 
## 553.34350 553.34350 600.52447 742.06739 694.88641 600.52447 647.70544 553.34350 
##      7081      7082      7083      7084      7085      7086      7087      7088 
## 553.34350 458.98156 553.34350 553.34350 553.34350 553.34350 789.24836 836.42933 
##      7089      7090      7091      7092      7093      7094      7095      7096 
## 694.88641 317.43865 742.06739 742.06739 553.34350 553.34350 553.34350 553.34350 
##      7097      7098      7099      7100      7101      7102      7103      7104 
## 553.34350 458.98156 836.42933 458.98156 553.34350 600.52447 600.52447 553.34350 
##      7105      7106      7107      7108      7109      7110      7111      7112 
## 553.34350 789.24836 742.06739 836.42933 553.34350 458.98156 742.06739 553.34350 
##      7113      7114      7115      7116      7117      7118      7119      7120 
## 600.52447 742.06739 836.42933 836.42933 600.52447 742.06739 694.88641 600.52447 
##      7121      7122      7123      7124      7125      7126      7127      7128 
## 553.34350 553.34350 600.52447 553.34350 836.42933 553.34350 553.34350 553.34350 
##      7129      7130      7131      7132      7133      7134      7135      7136 
## 742.06739 553.34350 553.34350 600.52447 553.34350 553.34350 553.34350 647.70544 
##      7137      7138      7139      7140      7141      7142      7143      7144 
## 553.34350 600.52447 742.06739 742.06739 553.34350 553.34350 742.06739 553.34350 
##      7145      7146      7147      7148      7149      7150      7151      7152 
## 742.06739 364.61962 789.24836 600.52447 506.16253 742.06739 742.06739 742.06739 
##      7153      7154      7155      7156      7157      7158      7159      7160 
## 600.52447 553.34350 742.06739 647.70544 553.34350 553.34350 742.06739 270.25768 
##      7161      7162      7163      7164      7165      7166      7167      7168 
## 553.34350 553.34350 553.34350 694.88641 742.06739 836.42933 836.42933 600.52447 
##      7169      7170      7171      7172      7173      7174      7175      7176 
## 553.34350 553.34350 553.34350 553.34350 647.70544 647.70544 742.06739 506.16253 
##      7177      7178      7179      7180      7181      7182      7183      7184 
## 647.70544 694.88641 647.70544 553.34350 553.34350 553.34350 506.16253 647.70544 
##      7185      7186      7187      7188      7189      7190      7191      7192 
## 647.70544 553.34350 647.70544 742.06739 836.42933 836.42933 742.06739 742.06739 
##      7193      7194      7195      7196      7197      7198      7199      7200 
## 553.34350 600.52447 694.88641 553.34350 553.34350 411.80059 411.80059 553.34350 
##      7201      7202      7203      7204      7205      7206      7207      7208 
## 553.34350 553.34350 742.06739 506.16253 647.70544 647.70544 836.42933 742.06739 
##      7209      7210      7211      7212      7213      7214      7215      7216 
## 506.16253 600.52447 553.34350 600.52447 553.34350 647.70544 553.34350 553.34350 
##      7217      7218      7219      7220      7221      7222      7223      7224 
## 553.34350 553.34350 553.34350 647.70544 600.52447 458.98156 553.34350 553.34350 
##      7225      7226      7227      7228      7229      7230      7231      7232 
## 553.34350 506.16253 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##      7233      7234      7235      7236      7237      7238      7239      7240 
## 742.06739 553.34350 647.70544 647.70544 789.24836 553.34350 506.16253 506.16253 
##      7241      7242      7243      7244      7245      7246      7247      7248 
## 742.06739 647.70544 742.06739 647.70544 553.34350 553.34350 789.24836 789.24836 
##      7249      7250      7251      7252      7253      7254      7255      7256 
## 742.06739 694.88641 553.34350 553.34350 411.80059 458.98156 742.06739 553.34350 
##      7257      7258      7259      7260      7261      7262      7263      7264 
## 553.34350 600.52447 553.34350 553.34350 647.70544 553.34350 553.34350 647.70544 
##      7265      7266      7267      7268      7269      7270      7271      7272 
## 553.34350 742.06739 600.52447 553.34350 553.34350 553.34350 553.34350 553.34350 
##      7273      7274      7275      7276      7277      7278      7279      7280 
## 553.34350 600.52447 553.34350 553.34350 458.98156 742.06739 647.70544 600.52447 
##      7281      7282      7283      7284      7285      7286      7287      7288 
## 553.34350 553.34350 553.34350 553.34350 694.88641 553.34350 553.34350 553.34350 
##      7289      7290      7291      7292      7293      7294      7295      7296 
## 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 647.70544 553.34350 
##      7297      7298      7299      7300      7301      7302      7303      7304 
## 553.34350 175.89573 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##      7305      7306      7307      7308      7309      7310      7311      7312 
## 553.34350 553.34350 553.34350 364.61962 553.34350 600.52447 553.34350 553.34350 
##      7313      7314      7315      7316      7317      7318      7319      7320 
## 553.34350 553.34350 553.34350 553.34350 600.52447 364.61962 789.24836 789.24836 
##      7321      7322      7323      7324      7325      7326      7327      7328 
## 600.52447 553.34350 553.34350 506.16253 742.06739 553.34350 647.70544 553.34350 
##      7329      7330      7331      7332      7333      7334      7335      7336 
## 553.34350 600.52447 600.52447 647.70544 742.06739 742.06739 317.43865 364.61962 
##      7337      7338      7339      7340      7341      7342      7343      7344 
## 600.52447 553.34350 553.34350 553.34350 553.34350 458.98156  34.35282 553.34350 
##      7345      7346      7347      7348      7349      7350      7351      7352 
## 553.34350 647.70544 553.34350 600.52447 553.34350 647.70544 553.34350 553.34350 
##      7353      7354      7355      7356      7357      7358      7359      7360 
## 553.34350 742.06739 458.98156 647.70544 836.42933 553.34350 553.34350 553.34350 
##      7361      7362      7363      7364      7365      7366      7367      7368 
## 694.88641 742.06739 742.06739 647.70544 553.34350 364.61962 553.34350 553.34350 
##      7369      7370      7371      7372      7373      7374      7375      7376 
## 647.70544 789.24836 506.16253 411.80059 600.52447 553.34350 553.34350 553.34350 
##      7377      7378      7379      7380      7381      7382      7383      7384 
## 742.06739 742.06739 836.42933 836.42933 553.34350 553.34350 742.06739 553.34350 
##      7385      7386      7387      7388      7389      7390      7391      7392 
## 553.34350 742.06739 553.34350 553.34350 553.34350 553.34350 553.34350 694.88641 
##      7393      7394      7395      7396      7397      7398      7399      7400 
## 553.34350 600.52447 553.34350 553.34350 364.61962 458.98156 364.61962 553.34350 
##      7401      7402      7403      7404      7405      7406      7407      7408 
## 553.34350 553.34350 600.52447 553.34350 647.70544 836.42933 553.34350 411.80059 
##      7409      7410      7411      7412      7413      7414      7415      7416 
## 553.34350 553.34350 553.34350 553.34350 458.98156 553.34350 647.70544 647.70544 
##      7417      7418      7419      7420      7421      7422      7423      7424 
## 694.88641 647.70544 553.34350 553.34350 553.34350 553.34350 553.34350 317.43865 
##      7425      7426      7427      7428      7429      7430      7431      7432 
## 553.34350 553.34350 553.34350 600.52447 506.16253 458.98156 553.34350 553.34350 
##      7433      7434      7435      7436      7437      7438      7439      7440 
## 553.34350 553.34350 553.34350 553.34350 506.16253 553.34350 411.80059 553.34350 
##      7441      7442      7443      7444      7445      7446      7447      7448 
## 553.34350 553.34350 553.34350 600.52447 553.34350 553.34350 553.34350 647.70544 
##      7449      7450      7451      7452      7453      7454      7455      7456 
## 553.34350 553.34350 836.42933 742.06739 600.52447 506.16253 458.98156 364.61962 
##      7457      7458      7459      7460      7461      7462      7463      7464 
## 553.34350 553.34350 553.34350 553.34350 553.34350 317.43865 553.34350 553.34350 
##      7465      7466      7467      7468      7469      7470      7471      7472 
## 553.34350 506.16253 836.42933 553.34350 694.88641 742.06739 506.16253 694.88641 
##      7473      7474      7475      7476      7477      7478      7479      7480 
## 553.34350 553.34350 553.34350 506.16253 600.52447 553.34350 553.34350 553.34350 
##      7481      7482      7483      7484      7485      7486      7487      7488 
## 553.34350  81.53379 364.61962 411.80059 553.34350 742.06739 789.24836 694.88641 
##      7489      7490      7491      7492      7493      7494      7495      7496 
## 600.52447 553.34350 553.34350 553.34350 553.34350 458.98156 742.06739 836.42933 
##      7497      7498      7499      7500      7501      7502      7503      7504 
## 553.34350 600.52447 742.06739 553.34350 694.88641 553.34350 553.34350 694.88641 
##      7505      7506      7507      7508      7509      7510      7511      7512 
## 553.34350 694.88641 647.70544 553.34350 553.34350 553.34350 553.34350 647.70544 
##      7513      7514      7515      7516      7517      7518      7519      7520 
## 553.34350 553.34350 553.34350 458.98156 742.06739 553.34350 411.80059 553.34350 
##      7521      7522      7523      7524      7525      7526      7527      7528 
## 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 789.24836 
##      7529      7530      7531      7532      7533      7534      7535      7536 
## 553.34350 506.16253 647.70544 553.34350 742.06739 553.34350 553.34350 553.34350 
##      7537      7538      7539      7540      7541      7542      7543      7544 
## 458.98156 553.34350 458.98156 553.34350 411.80059 553.34350 647.70544 553.34350 
##      7545      7546      7547      7548      7549      7550      7551      7552 
## 553.34350 553.34350 553.34350 742.06739 836.42933 553.34350 836.42933 742.06739 
##      7553      7554      7555      7556      7557      7558      7559      7560 
## 647.70544 506.16253 553.34350 789.24836 553.34350 647.70544 553.34350 553.34350 
##      7561      7562      7563      7564      7565      7566      7567      7568 
## 553.34350 553.34350 458.98156 506.16253 553.34350 458.98156 836.42933 553.34350 
##      7569      7570      7571      7572      7573      7574      7575      7576 
## 553.34350 553.34350 742.06739 553.34350 553.34350 553.34350 742.06739 600.52447 
##      7577      7578      7579      7580      7581      7582      7583      7584 
## 742.06739 458.98156 600.52447 553.34350 553.34350 458.98156 553.34350 553.34350 
##      7585      7586      7587      7588      7589      7590      7591      7592 
## 836.42933 553.34350 458.98156 553.34350 506.16253 694.88641 364.61962 364.61962 
##      7593      7594      7595      7596      7597      7598      7599      7600 
## 553.34350 553.34350 836.42933 836.42933 553.34350 553.34350 553.34350 553.34350 
##      7601      7602      7603      7604      7605      7606      7607      7608 
## 553.34350 506.16253 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##      7609      7610      7611      7612      7613      7614      7615      7616 
## 364.61962 553.34350 364.61962 506.16253 600.52447 600.52447 553.34350 553.34350 
##      7617      7618      7619      7620      7621      7622      7623      7624 
## 553.34350 647.70544 553.34350 553.34350 553.34350 553.34350 506.16253 364.61962 
##      7625      7626      7627      7628      7629      7630      7631      7632 
## 458.98156 789.24836 175.89573 458.98156 553.34350 553.34350 553.34350 600.52447 
##      7633      7634      7635      7636      7637      7638      7639      7640 
## 553.34350 553.34350 553.34350 506.16253 553.34350 553.34350 553.34350 553.34350 
##      7641      7642      7643      7644      7645      7646      7647      7648 
## 553.34350 553.34350 553.34350 647.70544 553.34350 553.34350 553.34350 600.52447 
##      7649      7650      7651      7652      7653      7654      7655      7656 
## 458.98156 694.88641 742.06739 553.34350 458.98156 553.34350 553.34350 553.34350 
##      7657      7658      7659      7660      7661      7662      7663      7664 
## 553.34350 553.34350 553.34350 553.34350 600.52447 553.34350 553.34350 553.34350 
##      7665      7666      7667      7668      7669      7670      7671      7672 
## 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 411.80059 600.52447 
##      7673      7674      7675      7676      7677      7678      7679      7680 
## 553.34350 742.06739 553.34350 553.34350 553.34350 647.70544 553.34350 647.70544 
##      7681      7682      7683      7684      7685      7686      7687      7688 
## 647.70544 553.34350 553.34350 553.34350 458.98156 553.34350 553.34350 789.24836 
##      7689      7690      7691      7692      7693      7694      7695      7696 
## 553.34350 553.34350 600.52447 553.34350 600.52447 553.34350 647.70544 553.34350 
##      7697      7698      7699      7700      7701      7702      7703      7704 
## 553.34350 553.34350 553.34350 553.34350 600.52447 364.61962 553.34350 553.34350 
##      7705      7706      7707      7708      7709      7710      7711      7712 
## 600.52447 506.16253 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##      7713      7714      7715      7716      7717      7718      7719      7720 
## 506.16253 553.34350 742.06739 694.88641 553.34350 553.34350 553.34350 647.70544 
##      7721      7722      7723      7724      7725      7726      7727      7728 
## 553.34350 458.98156 223.07670 506.16253 458.98156 553.34350 458.98156 742.06739 
##      7729      7730      7731      7732      7733      7734      7735      7736 
## 647.70544 742.06739 647.70544 506.16253 647.70544 836.42933 553.34350 553.34350 
##      7737      7738      7739      7740      7741      7742      7743      7744 
## 411.80059 742.06739 836.42933 553.34350 600.52447 600.52447 742.06739 553.34350 
##      7745      7746      7747      7748      7749      7750      7751      7752 
## 553.34350 411.80059 742.06739 506.16253 553.34350 553.34350 647.70544 506.16253 
##      7753      7754      7755      7756      7757      7758      7759      7760 
## 553.34350 836.42933 647.70544 742.06739 600.52447 742.06739 553.34350 600.52447 
##      7761      7762      7763      7764      7765      7766      7767      7768 
## 694.88641 553.34350 553.34350 553.34350 553.34350 553.34350 694.88641 553.34350 
##      7769      7770      7771      7772      7773      7774      7775      7776 
## 742.06739 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##      7777      7778      7779      7780      7781      7782      7783      7784 
## 553.34350 647.70544 553.34350 553.34350 553.34350 506.16253 647.70544 506.16253 
##      7785      7786      7787      7788      7789      7790      7791      7792 
## 506.16253 600.52447 553.34350 553.34350 506.16253 553.34350 742.06739 506.16253 
##      7793      7794      7795      7796      7797      7798      7799      7800 
## 694.88641 647.70544 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##      7801      7802      7803      7804      7805      7806      7807      7808 
## 553.34350 553.34350 600.52447 553.34350 553.34350 742.06739 411.80059 553.34350 
##      7809      7810      7811      7812      7813      7814      7815      7816 
##  81.53379 553.34350 553.34350 458.98156 789.24836 836.42933 742.06739 836.42933 
##      7817      7818      7819      7820      7821      7822      7823      7824 
## 553.34350 506.16253 836.42933 600.52447 553.34350 789.24836 553.34350 742.06739 
##      7825      7826      7827      7828      7829      7830      7831      7832 
## 553.34350 742.06739 647.70544 553.34350 647.70544 553.34350 742.06739 742.06739 
##      7833      7834      7835      7836      7837      7838      7839      7840 
## 553.34350 553.34350 553.34350 553.34350 647.70544 600.52447 553.34350 411.80059 
##      7841      7842      7843      7844      7845      7846      7847      7848 
## 742.06739 789.24836 553.34350 600.52447 553.34350 553.34350 553.34350 647.70544 
##      7849      7850      7851      7852      7853      7854      7855      7856 
## 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##      7857      7858      7859      7860      7861      7862      7863      7864 
## 553.34350 694.88641 647.70544 553.34350 789.24836 506.16253 458.98156 553.34350 
##      7865      7866      7867      7868      7869      7870      7871      7872 
## 411.80059 553.34350 600.52447 553.34350 553.34350 553.34350 553.34350 647.70544 
##      7873      7874      7875      7876      7877      7878      7879      7880 
## 836.42933 553.34350 553.34350 553.34350 553.34350 742.06739 458.98156 553.34350 
##      7881      7882      7883      7884      7885      7886      7887      7888 
## 553.34350 553.34350 553.34350 647.70544 553.34350 317.43865 553.34350 742.06739 
##      7889      7890      7891      7892      7893      7894      7895      7896 
## 600.52447 553.34350 553.34350 553.34350 789.24836 647.70544 600.52447 600.52447 
##      7897      7898      7899      7900      7901      7902      7903      7904 
## -12.82815 647.70544 553.34350 553.34350 506.16253 647.70544 742.06739 789.24836 
##      7905      7906      7907      7908      7909      7910      7911      7912 
## 694.88641 553.34350 553.34350 553.34350 553.34350 742.06739 553.34350 742.06739 
##      7913      7914      7915      7916      7917      7918      7919      7920 
## 553.34350 553.34350 553.34350 458.98156 553.34350 694.88641 553.34350 553.34350 
##      7921      7922      7923      7924      7925      7926      7927      7928 
## 836.42933 742.06739 553.34350 553.34350 458.98156 742.06739 742.06739 458.98156 
##      7929      7930      7931      7932      7933      7934      7935      7936 
## 458.98156 742.06739 742.06739 742.06739 694.88641 553.34350 553.34350 553.34350 
##      7937      7938      7939      7940      7941      7942      7943      7944 
## 458.98156  81.53379 553.34350 506.16253 600.52447 553.34350 647.70544 553.34350 
##      7945      7946      7947      7948      7949      7950      7951      7952 
## 647.70544 364.61962 553.34350 553.34350 647.70544 553.34350 553.34350 553.34350 
##      7953      7954      7955      7956      7957      7958      7959      7960 
## 647.70544 553.34350 553.34350 553.34350 553.34350 553.34350 364.61962 553.34350 
##      7961      7962      7963      7964      7965      7966      7967      7968 
## 647.70544 600.52447 789.24836 742.06739 742.06739 553.34350 553.34350 694.88641 
##      7969      7970      7971      7972      7973      7974      7975      7976 
## 553.34350 553.34350 458.98156 411.80059 364.61962 647.70544 553.34350 553.34350 
##      7977      7978      7979      7980      7981      7982      7983      7984 
## 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 553.34350 694.88641 
##      7985      7986      7987      7988      7989      7990      7991      7992 
## 553.34350 553.34350 553.34350 647.70544 742.06739 600.52447 647.70544 411.80059 
##      7993      7994      7995      7996      7997      7998      7999      8000 
## 411.80059 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##      8001      8002      8003      8004      8005      8006      8007      8008 
## 600.52447 789.24836 742.06739 553.34350 836.42933 647.70544 742.06739 553.34350 
##      8009      8010      8011      8012      8013      8014      8015      8016 
## 553.34350 553.34350 742.06739 694.88641 647.70544 553.34350 411.80059 647.70544 
##      8017      8018      8019      8020      8021      8022      8023      8024 
## 742.06739 458.98156 553.34350 553.34350 553.34350 553.34350 647.70544 223.07670 
##      8025      8026      8027      8028      8029      8030      8031      8032 
## 553.34350 694.88641 694.88641 364.61962 458.98156 836.42933 553.34350 506.16253 
##      8033      8034      8035      8036      8037      8038      8039      8040 
## 553.34350 600.52447 742.06739 364.61962 789.24836 742.06739 836.42933 553.34350 
##      8041      8042      8043      8044      8045      8046      8047      8048 
## 789.24836 553.34350 553.34350 553.34350 364.61962 506.16253 553.34350 742.06739 
##      8049      8050      8051      8052      8053      8054      8055      8056 
## 647.70544 600.52447 553.34350 742.06739 836.42933 553.34350 647.70544 553.34350 
##      8057      8058      8059      8060      8061      8062      8063      8064 
## 553.34350 553.34350 458.98156 506.16253 553.34350 553.34350 647.70544 553.34350 
##      8065      8066      8067      8068      8069      8070      8071      8072 
## 506.16253 553.34350 647.70544 742.06739 553.34350 553.34350 836.42933 647.70544 
##      8073      8074      8075      8076      8077      8078      8079      8080 
## 553.34350 411.80059 600.52447 553.34350 411.80059 553.34350 600.52447 600.52447 
##      8081      8082      8083      8084      8085      8086      8087      8088 
## 553.34350 836.42933 553.34350 553.34350 553.34350 647.70544 600.52447 836.42933 
##      8089      8090      8091      8092      8093      8094      8095      8096 
## 553.34350 600.52447 742.06739 789.24836 600.52447 553.34350 553.34350 411.80059 
##      8097      8098      8099      8100      8101      8102      8103      8104 
##  81.53379 270.25768 364.61962 694.88641 553.34350 364.61962 600.52447 458.98156 
##      8105      8106      8107      8108      8109      8110      8111      8112 
## 506.16253 553.34350 600.52447 647.70544 742.06739 742.06739 742.06739 553.34350 
##      8113      8114      8115      8116      8117      8118      8119      8120 
## 223.07670 506.16253 553.34350 647.70544 647.70544 -12.82815 553.34350 270.25768 
##      8121      8122      8123      8124      8125      8126      8127      8128 
## 270.25768 600.52447 553.34350 364.61962 270.25768 553.34350 647.70544 742.06739 
##      8129      8130      8131      8132      8133      8134      8135      8136 
## 553.34350 600.52447 553.34350 742.06739 742.06739 742.06739 742.06739 364.61962 
##      8137      8138      8139      8140      8141      8142      8143      8144 
## 742.06739 553.34350 -12.82815 694.88641 694.88641 364.61962 553.34350 553.34350 
##      8145      8146      8147      8148      8149      8150      8151      8152 
## 553.34350 742.06739 317.43865 600.52447 553.34350 553.34350 647.70544 553.34350 
##      8153      8154      8155      8156      8157      8158      8159      8160 
## 647.70544 600.52447 742.06739 742.06739 270.25768 836.42933 836.42933 836.42933 
##      8161      8162      8163      8164      8165      8166      8167      8168 
## 742.06739 553.34350 647.70544 836.42933 742.06739 647.70544 553.34350 694.88641 
##      8169      8170      8171      8172      8173      8174      8175      8176 
## 506.16253 600.52447 553.34350 458.98156 742.06739 742.06739 270.25768 458.98156 
##      8177      8178      8179      8180      8181      8182      8183      8184 
## 647.70544 553.34350 742.06739 647.70544 836.42933 647.70544 553.34350 506.16253 
##      8185      8186      8187      8188      8189      8190      8191      8192 
## 742.06739 553.34350 553.34350 647.70544 694.88641 553.34350 742.06739 836.42933 
##      8193      8194      8195      8196      8197      8198      8199      8200 
## 789.24836 836.42933 836.42933 836.42933 694.88641 694.88641 553.34350 553.34350 
##      8201      8202      8203      8204      8205      8206      8207      8208 
## 647.70544 836.42933 553.34350 553.34350 553.34350 647.70544 600.52447 836.42933 
##      8209      8210      8211      8212      8213      8214      8215      8216 
## 742.06739 506.16253 742.06739 742.06739 647.70544 742.06739 364.61962 553.34350 
##      8217      8218      8219      8220      8221      8222      8223      8224 
## 553.34350 553.34350 411.80059 553.34350 175.89573 317.43865 836.42933 789.24836 
##      8225      8226      8227      8228      8229      8230      8231      8232 
## 553.34350 694.88641 270.25768 600.52447 411.80059 364.61962 553.34350 836.42933 
##      8233      8234      8235      8236      8237      8238      8239      8240 
## 553.34350 742.06739 600.52447 553.34350 647.70544 600.52447 600.52447 553.34350 
##      8241      8242      8243      8244      8245      8246      8247      8248 
## 742.06739 789.24836 742.06739 742.06739 742.06739 694.88641 789.24836 836.42933 
##      8249      8250      8251      8252      8253      8254      8255      8256 
## 694.88641 553.34350 742.06739 647.70544 647.70544 600.52447 647.70544 553.34350 
##      8257      8258      8259      8260      8261      8262      8263      8264 
## 553.34350 553.34350 742.06739 836.42933 553.34350 223.07670 223.07670 553.34350 
##      8265      8266      8267      8268      8269      8270      8271      8272 
## 647.70544 553.34350 553.34350 742.06739 553.34350 789.24836 647.70544 647.70544 
##      8273      8274      8275      8276      8277      8278      8279      8280 
## 836.42933 742.06739 742.06739 647.70544 411.80059 270.25768 836.42933 742.06739 
##      8281      8282      8283      8284      8285      8286      8287      8288 
## 553.34350 600.52447 647.70544 553.34350 553.34350 836.42933 647.70544 836.42933 
##      8289      8290      8291      8292      8293      8294      8295      8296 
## 270.25768 694.88641 742.06739 600.52447 647.70544 789.24836 364.61962 742.06739 
##      8297      8298      8299      8300      8301      8302      8303      8304 
## 742.06739 553.34350 553.34350 553.34350 742.06739 553.34350 600.52447 553.34350 
##      8305      8306      8307      8308      8309      8310      8311      8312 
## 836.42933 600.52447 553.34350 553.34350 553.34350 553.34350 458.98156 600.52447 
##      8313      8314      8315      8316      8317      8318      8319      8320 
## 553.34350 742.06739 458.98156 553.34350 836.42933 836.42933 742.06739 742.06739 
##      8321      8322      8323      8324      8325      8326      8327      8328 
## 742.06739 553.34350 364.61962 789.24836 364.61962 600.52447 553.34350 647.70544 
##      8329      8330      8331      8332      8333      8334      8335      8336 
## 553.34350 364.61962 553.34350 694.88641 411.80059 175.89573 647.70544 836.42933 
##      8337      8338      8339      8340      8341      8342      8343      8344 
## 742.06739 553.34350 789.24836 553.34350 506.16253 647.70544 647.70544 647.70544 
##      8345      8346      8347      8348      8349      8350      8351      8352 
## 458.98156 553.34350 694.88641 742.06739 647.70544 411.80059 458.98156 553.34350 
##      8353      8354      8355      8356      8357      8358      8359      8360 
## 742.06739 836.42933 647.70544 553.34350 647.70544 458.98156 742.06739 553.34350 
##      8361      8362      8363      8364      8365      8366      8367      8368 
## 836.42933 600.52447 553.34350 553.34350 553.34350 553.34350 836.42933 553.34350 
##      8369      8370      8371      8372      8373      8374      8375      8376 
## 836.42933 553.34350 553.34350 600.52447 742.06739 836.42933 600.52447 647.70544 
##      8377      8378      8379      8380      8381      8382      8383      8384 
## 647.70544 600.52447 553.34350 600.52447 836.42933 600.52447 742.06739 742.06739 
##      8385      8386      8387      8388      8389      8390      8391      8392 
## 836.42933 742.06739 742.06739 694.88641 600.52447 458.98156 553.34350 553.34350 
##      8393      8394      8395      8396      8397      8398      8399      8400 
## 742.06739 553.34350 647.70544 553.34350 458.98156 553.34350 836.42933 742.06739 
##      8401      8402      8403      8404      8405      8406      8407      8408 
## 553.34350 506.16253 836.42933 836.42933 175.89573 600.52447 458.98156 600.52447 
##      8409      8410      8411      8412      8413      8414      8415      8416 
## 694.88641 742.06739 647.70544 836.42933 364.61962 742.06739 742.06739 647.70544 
##      8417      8418      8419      8420      8421      8422      8423      8424 
## 647.70544 742.06739 506.16253 458.98156 553.34350 553.34350 506.16253 836.42933 
##      8425      8426      8427      8428      8429      8430      8431      8432 
## 600.52447 742.06739 647.70544 694.88641 553.34350 789.24836 742.06739 553.34350 
##      8433      8434      8435      8436      8437      8438      8439      8440 
## 647.70544 647.70544 458.98156 553.34350 600.52447 317.43865 553.34350 553.34350 
##      8441      8442      8443      8444      8445      8446      8447      8448 
## 742.06739 789.24836 742.06739 647.70544 742.06739 553.34350 553.34350 553.34350 
##      8449      8450      8451      8452      8453      8454      8455      8456 
## 458.98156 553.34350 742.06739 553.34350 742.06739 364.61962 836.42933 553.34350 
##      8457      8458      8459      8460      8461      8462      8463      8464 
## 553.34350 553.34350 600.52447 836.42933 553.34350 553.34350 694.88641 694.88641 
##      8465      8466      8467      8468      8469      8470      8471      8472 
## 553.34350 364.61962 506.16253 553.34350 364.61962 600.52447 317.43865 600.52447 
##      8473      8474      8475      8476      8477      8478      8479      8480 
## 364.61962 553.34350 742.06739 553.34350 600.52447 553.34350 694.88641 694.88641 
##      8481      8482      8483      8484      8485      8486      8487      8488 
## 789.24836 742.06739 836.42933 789.24836 647.70544 836.42933 836.42933 600.52447 
##      8489      8490      8491      8492      8493      8494      8495      8496 
## 600.52447 600.52447 600.52447 742.06739 600.52447 600.52447 836.42933 553.34350 
##      8497      8498      8499      8500      8501      8502      8503      8504 
## 600.52447 836.42933 553.34350 742.06739 694.88641 647.70544 694.88641 553.34350 
##      8505      8506      8507      8508      8509      8510      8511      8512 
## 789.24836 694.88641 600.52447 553.34350 647.70544 836.42933 694.88641 553.34350 
##      8513      8514      8515      8516      8517      8518      8519      8520 
## 600.52447 364.61962 553.34350 647.70544 694.88641 553.34350 647.70544 647.70544 
##      8521      8522      8523      8524      8525      8526      8527      8528 
## 553.34350 600.52447 742.06739 836.42933 647.70544 742.06739 317.43865 553.34350 
##      8529      8530      8531      8532      8533      8534      8535      8536 
## 836.42933 789.24836 836.42933 742.06739 553.34350 553.34350 600.52447 553.34350 
##      8537      8538      8539      8540      8541      8542      8543      8544 
## 600.52447 553.34350 553.34350 553.34350 742.06739 789.24836 694.88641 742.06739 
##      8545      8546      8547      8548      8549      8550      8551      8552 
## 553.34350 742.06739 836.42933 600.52447 553.34350 553.34350 553.34350 742.06739 
##      8553      8554      8555      8556      8557      8558      8559      8560 
## 600.52447 647.70544 694.88641 553.34350 506.16253 647.70544 553.34350 506.16253 
##      8561      8562      8563      8564      8565      8566      8567      8568 
## 647.70544 553.34350 -12.82815 364.61962 553.34350 270.25768 789.24836 553.34350 
##      8569      8570      8571      8572      8573      8574      8575      8576 
## 647.70544 553.34350 506.16253 600.52447 553.34350 600.52447 600.52447 647.70544 
##      8577      8578      8579      8580      8581      8582      8583      8584 
## 553.34350 553.34350 553.34350 553.34350 694.88641 647.70544 553.34350 742.06739 
##      8585      8586      8587      8588      8589      8590      8591      8592 
## 553.34350 600.52447 600.52447 553.34350 553.34350 553.34350 742.06739 600.52447 
##      8593      8594      8595      8596      8597      8598      8599      8600 
## 600.52447 364.61962 553.34350 553.34350 647.70544 553.34350 742.06739 600.52447 
##      8601      8602      8603      8604      8605      8606      8607      8608 
## 553.34350 270.25768 553.34350 270.25768 742.06739 647.70544 553.34350 553.34350 
##      8609      8610      8611      8612      8613      8614      8615      8616 
## 553.34350 553.34350 742.06739 553.34350 317.43865 364.61962 694.88641 270.25768 
##      8617      8618      8619      8620      8621      8622      8623      8624 
## 553.34350 364.61962 647.70544 506.16253 458.98156 553.34350 789.24836 600.52447 
##      8625      8626      8627      8628      8629      8630      8631      8632 
## 742.06739 600.52447 553.34350 553.34350 553.34350 600.52447 553.34350 458.98156 
##      8633      8634      8635      8636      8637      8638      8639      8640 
## 694.88641 553.34350 742.06739 836.42933 742.06739 600.52447 458.98156 411.80059 
##      8641      8642      8643      8644      8645      8646      8647      8648 
## 553.34350 553.34350 506.16253 553.34350 836.42933 553.34350 836.42933 742.06739 
##      8649      8650      8651      8652      8653      8654      8655      8656 
## 742.06739 742.06739 553.34350 553.34350 600.52447 553.34350 742.06739 458.98156 
##      8657      8658      8659      8660      8661      8662      8663      8664 
## 553.34350 742.06739 553.34350 836.42933 789.24836 647.70544 553.34350 694.88641 
##      8665      8666      8667      8668      8669      8670      8671      8672 
## 742.06739 553.34350 553.34350 553.34350 553.34350 742.06739 647.70544 647.70544 
##      8673      8674      8675      8676      8677      8678      8679      8680 
## 742.06739 789.24836 742.06739 836.42933 836.42933 553.34350 600.52447 647.70544 
##      8681      8682      8683      8684      8685      8686      8687      8688 
## 647.70544 742.06739 742.06739 647.70544 742.06739 647.70544 553.34350 553.34350 
##      8689      8690      8691      8692      8693      8694      8695      8696 
## 553.34350 694.88641 742.06739 742.06739 742.06739 600.52447 553.34350 553.34350 
##      8697      8698      8699      8700      8701      8702      8703      8704 
## 647.70544 553.34350 553.34350 506.16253 647.70544 553.34350 553.34350 694.88641 
##      8705      8706      8707      8708      8709      8710      8711      8712 
## 553.34350 553.34350 647.70544 647.70544 742.06739 836.42933 506.16253 742.06739 
##      8713      8714      8715      8716      8717      8718      8719      8720 
## 789.24836 553.34350 742.06739 553.34350 600.52447 647.70544 742.06739 836.42933 
##      8721      8722      8723      8724      8725      8726      8727      8728 
## 836.42933 553.34350 458.98156 600.52447 647.70544 647.70544 742.06739 836.42933 
##      8729      8730      8731      8732      8733      8734      8735      8736 
## 553.34350 647.70544 836.42933 270.25768 553.34350 600.52447 553.34350 694.88641 
##      8737      8738      8739      8740      8741      8742      8743      8744 
## 647.70544 458.98156 553.34350 553.34350 742.06739 553.34350 553.34350 364.61962 
##      8745      8746      8747      8748      8749      8750      8751      8752 
## 506.16253 553.34350 600.52447 600.52447 553.34350 553.34350 223.07670 553.34350 
##      8753      8754      8755      8756      8757      8758      8759      8760 
## 647.70544 553.34350 647.70544 836.42933 553.34350 506.16253 600.52447 553.34350 
##      8761      8762      8763      8764      8765      8766      8767      8768 
## 553.34350 553.34350 553.34350 742.06739 553.34350 553.34350 836.42933 789.24836 
##      8769      8770      8771      8772      8773      8774      8775      8776 
## 647.70544 742.06739 364.61962 600.52447 506.16253 553.34350 553.34350 553.34350 
##      8777      8778      8779      8780      8781      8782      8783      8784 
## 553.34350 506.16253 553.34350 647.70544 647.70544 553.34350 553.34350 317.43865 
##      8785      8786      8787      8788      8789      8790      8791      8792 
## 553.34350 742.06739 600.52447 553.34350 553.34350 742.06739 694.88641 553.34350 
##      8793      8794      8795      8796      8797      8798      8799      8800 
## 553.34350 411.80059 553.34350 553.34350 789.24836 553.34350 411.80059 647.70544 
##      8801      8802      8803      8804      8805      8806      8807      8808 
## 600.52447 553.34350 553.34350 553.34350 553.34350 742.06739 553.34350 647.70544 
##      8809      8810      8811      8812      8813      8814      8815      8816 
## 553.34350 553.34350 742.06739 458.98156 742.06739 789.24836 836.42933 836.42933 
##      8817      8818      8819      8820      8821      8822      8823      8824 
## 553.34350 742.06739 647.70544 553.34350 647.70544 317.43865 742.06739 600.52447 
##      8825      8826      8827      8828      8829      8830      8831      8832 
## 742.06739 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 836.42933 
##      8833      8834      8835      8836      8837      8838      8839      8840 
## 647.70544 553.34350 458.98156 553.34350 789.24836 553.34350 600.52447 600.52447 
##      8841      8842      8843      8844      8845      8846      8847      8848 
## 600.52447 553.34350 553.34350 553.34350 553.34350 600.52447 553.34350 553.34350 
##      8849      8850      8851      8852      8853      8854      8855      8856 
## 553.34350 694.88641 836.42933 647.70544 694.88641 647.70544 553.34350 553.34350 
##      8857      8858      8859      8860      8861      8862      8863      8864 
## 553.34350 836.42933 553.34350 411.80059 600.52447 553.34350 364.61962 600.52447 
##      8865      8866      8867      8868      8869      8870      8871      8872 
## 647.70544 742.06739 647.70544 553.34350 694.88641 553.34350 553.34350 364.61962 
##      8873      8874      8875      8876      8877      8878      8879      8880 
## 553.34350 553.34350 458.98156 553.34350 694.88641 742.06739 553.34350 553.34350 
##      8881      8882      8883      8884      8885      8886      8887      8888 
## 553.34350 553.34350 553.34350 600.52447 553.34350 553.34350 647.70544 553.34350 
##      8889      8890      8891      8892      8893      8894      8895      8896 
## 506.16253 553.34350 553.34350 742.06739 836.42933 317.43865 553.34350 836.42933 
##      8897      8898      8899      8900      8901      8902      8903      8904 
## 506.16253 600.52447 553.34350 553.34350 647.70544 553.34350 742.06739 600.52447 
##      8905      8906      8907      8908      8909      8910      8911      8912 
## 553.34350 647.70544 694.88641 411.80059 553.34350 553.34350 647.70544 553.34350 
##      8913      8914      8915      8916      8917      8918      8919      8920 
## 553.34350 553.34350 836.42933 553.34350 836.42933 694.88641 836.42933 836.42933 
##      8921      8922      8923      8924      8925      8926      8927      8928 
## 836.42933 553.34350 836.42933 836.42933 411.80059 553.34350 694.88641 647.70544 
##      8929      8930      8931      8932      8933      8934      8935      8936 
## 836.42933 553.34350 600.52447 458.98156 506.16253 553.34350 742.06739 836.42933 
##      8937      8938      8939      8940      8941      8942      8943      8944 
## 553.34350 647.70544 553.34350 553.34350 647.70544 553.34350 553.34350 553.34350 
##      8945      8946      8947      8948      8949      8950      8951      8952 
## 553.34350 647.70544 742.06739 647.70544 789.24836 694.88641 742.06739 458.98156 
##      8953      8954      8955      8956      8957      8958      8959      8960 
## 553.34350 506.16253 836.42933 553.34350 742.06739 458.98156 694.88641 553.34350 
##      8961      8962      8963      8964      8965      8966      8967      8968 
## 553.34350 553.34350 553.34350 836.42933 553.34350 600.52447 600.52447 553.34350 
##      8969      8970      8971      8972      8973      8974      8975      8976 
## 600.52447 647.70544 553.34350 600.52447 742.06739 553.34350 789.24836 553.34350 
##      8977      8978      8979      8980      8981      8982      8983      8984 
## 836.42933 506.16253 836.42933 411.80059 553.34350 553.34350 553.34350 836.42933 
##      8985      8986      8987      8988      8989      8990      8991      8992 
## 553.34350 742.06739 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 
##      8993      8994      8995      8996      8997      8998      8999      9000 
## 694.88641 553.34350 553.34350 553.34350 364.61962 458.98156 506.16253 411.80059 
##      9001      9002      9003      9004      9005      9006      9007      9008 
## 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 411.80059 
##      9009      9010      9011      9012      9013      9014      9015      9016 
## 789.24836 647.70544 553.34350 411.80059 553.34350 600.52447 458.98156 553.34350 
##      9017      9018      9019      9020      9021      9022      9023      9024 
## 458.98156 270.25768 742.06739 742.06739 553.34350 647.70544 553.34350 789.24836 
##      9025      9026      9027      9028      9029      9030      9031      9032 
## 553.34350 553.34350 600.52447 553.34350 647.70544 553.34350 553.34350 647.70544 
##      9033      9034      9035      9036      9037      9038      9039      9040 
## 742.06739 364.61962 647.70544 553.34350 553.34350 553.34350 836.42933 553.34350 
##      9041      9042      9043      9044      9045      9046      9047      9048 
## 553.34350 553.34350 836.42933 553.34350 600.52447 553.34350 600.52447 553.34350 
##      9049      9050      9051      9052      9053      9054      9055      9056 
## 600.52447 553.34350 553.34350 553.34350 553.34350 742.06739 647.70544 647.70544 
##      9057      9058      9059      9060      9061      9062      9063      9064 
## 742.06739 789.24836 647.70544 411.80059 742.06739 647.70544 836.42933 553.34350 
##      9065      9066      9067      9068      9069      9070      9071      9072 
## 647.70544 742.06739 553.34350 553.34350 553.34350 600.52447 553.34350 553.34350 
##      9073      9074      9075      9076      9077      9078      9079      9080 
## 742.06739 553.34350 553.34350 553.34350 742.06739 742.06739 647.70544 458.98156 
##      9081      9082      9083      9084      9085      9086      9087      9088 
## 553.34350 600.52447 553.34350 506.16253 742.06739 647.70544 600.52447 553.34350 
##      9089      9090      9091      9092      9093      9094      9095      9096 
## 647.70544 553.34350 553.34350 553.34350 647.70544 836.42933 600.52447 553.34350 
##      9097      9098      9099      9100      9101      9102      9103      9104 
## 553.34350 270.25768 553.34350 647.70544 553.34350 647.70544 553.34350 600.52447 
##      9105      9106      9107      9108      9109      9110      9111      9112 
## 458.98156 553.34350 647.70544 647.70544 694.88641 742.06739 789.24836 553.34350 
##      9113      9114      9115      9116      9117      9118      9119      9120 
## 553.34350 647.70544 647.70544 553.34350 553.34350 647.70544 553.34350 600.52447 
##      9121      9122      9123      9124      9125      9126      9127      9128 
## 836.42933 742.06739 553.34350 553.34350 836.42933 836.42933 553.34350 553.34350 
##      9129      9130      9131      9132      9133      9134      9135      9136 
## 553.34350 553.34350 600.52447 553.34350 553.34350 553.34350 600.52447 553.34350 
##      9137      9138      9139      9140      9141      9142      9143      9144 
## 553.34350 647.70544 836.42933 647.70544 553.34350 364.61962 364.61962 506.16253 
##      9145      9146      9147      9148      9149      9150      9151      9152 
## 553.34350 364.61962 553.34350 647.70544 600.52447 553.34350 647.70544 647.70544 
##      9153      9154      9155      9156      9157      9158      9159      9160 
## 742.06739 647.70544 553.34350 647.70544 553.34350 553.34350 553.34350 647.70544 
##      9161      9162      9163      9164      9165      9166      9167      9168 
## 647.70544 600.52447 553.34350 506.16253 553.34350 411.80059 553.34350 553.34350 
##      9169      9170      9171      9172      9173      9174      9175      9176 
## 553.34350 553.34350 553.34350 600.52447 553.34350 600.52447 553.34350 647.70544 
##      9177      9178      9179      9180      9181      9182      9183      9184 
## 647.70544 836.42933 553.34350 553.34350 647.70544 742.06739 647.70544 836.42933 
##      9185      9186      9187      9188      9189      9190      9191      9192 
## 789.24836 600.52447 647.70544 647.70544 506.16253 836.42933 836.42933 600.52447 
##      9193      9194      9195      9196      9197      9198      9199      9200 
## 742.06739 647.70544 553.34350 742.06739 553.34350 458.98156 506.16253 553.34350 
##      9201      9202      9203      9204      9205      9206      9207      9208 
## 600.52447 553.34350 553.34350 742.06739 553.34350 836.42933 694.88641 836.42933 
##      9209      9210      9211      9212      9213      9214      9215      9216 
## 553.34350 553.34350 647.70544 553.34350 553.34350 506.16253 600.52447 553.34350 
##      9217      9218      9219      9220      9221      9222      9223      9224 
## 694.88641 647.70544 553.34350 553.34350 836.42933 836.42933 647.70544 553.34350 
##      9225      9226      9227      9228      9229      9230      9231      9232 
## 647.70544 600.52447 553.34350 458.98156 600.52447 742.06739 506.16253 553.34350 
##      9233      9234      9235      9236      9237      9238      9239      9240 
## 647.70544 647.70544 553.34350 364.61962 694.88641 600.52447 458.98156 836.42933 
##      9241      9242      9243      9244      9245      9246      9247      9248 
## 553.34350 742.06739 742.06739 553.34350 553.34350 647.70544 553.34350 553.34350 
##      9249      9250      9251      9252      9253      9254      9255      9256 
## 742.06739 553.34350 553.34350 553.34350 694.88641 694.88641 742.06739 647.70544 
##      9257      9258      9259      9260      9261      9262      9263      9264 
## 553.34350 553.34350 647.70544 742.06739 694.88641 742.06739 836.42933 742.06739 
##      9265      9266      9267      9268      9269      9270      9271      9272 
## 789.24836 553.34350 553.34350 742.06739 600.52447 553.34350 458.98156 506.16253 
##      9273      9274      9275      9276      9277      9278      9279      9280 
## 458.98156 600.52447 836.42933 694.88641 317.43865 458.98156 458.98156 553.34350 
##      9281      9282      9283      9284      9285      9286      9287      9288 
## 742.06739 836.42933 553.34350 553.34350 600.52447 553.34350 553.34350 553.34350 
##      9289      9290      9291      9292      9293      9294      9295      9296 
## 553.34350 600.52447 553.34350 506.16253 506.16253 742.06739 553.34350 742.06739 
##      9297      9298      9299      9300      9301      9302      9303      9304 
## 458.98156 742.06739 789.24836 553.34350 694.88641 742.06739 647.70544 553.34350 
##      9305      9306      9307      9308      9309      9310      9311      9312 
## 553.34350 553.34350 647.70544 789.24836 836.42933 742.06739 364.61962 506.16253 
##      9313      9314      9315      9316      9317      9318      9319      9320 
## 553.34350 789.24836 553.34350 647.70544 742.06739 789.24836 694.88641 553.34350 
##      9321      9322      9323      9324      9325      9326      9327      9328 
## 600.52447 742.06739 364.61962 742.06739 836.42933 553.34350 836.42933 694.88641 
##      9329      9330      9331      9332      9333      9334      9335      9336 
## 600.52447 553.34350 553.34350 836.42933 600.52447 836.42933 789.24836 742.06739 
##      9337      9338      9339      9340      9341      9342      9343      9344 
## 789.24836 836.42933 600.52447 553.34350 742.06739 411.80059 553.34350 553.34350 
##      9345      9346      9347      9348      9349      9350      9351      9352 
## 411.80059 647.70544 553.34350 647.70544 647.70544 742.06739 553.34350 553.34350 
##      9353      9354      9355      9356      9357      9358      9359      9360 
## 553.34350 553.34350 742.06739 600.52447 647.70544 742.06739 600.52447 742.06739 
##      9361      9362      9363      9364      9365      9366      9367      9368 
## 694.88641 742.06739 553.34350 553.34350 742.06739 647.70544 506.16253 506.16253 
##      9369      9370      9371      9372      9373      9374      9375      9376 
## 553.34350 458.98156 553.34350 553.34350 553.34350 789.24836 742.06739 553.34350 
##      9377      9378      9379      9380      9381      9382      9383      9384 
## 553.34350 458.98156 506.16253 458.98156 647.70544 553.34350 600.52447 742.06739 
##      9385      9386      9387      9388      9389      9390      9391      9392 
## 553.34350 506.16253 458.98156 600.52447 647.70544 694.88641 789.24836 506.16253 
##      9393      9394      9395      9396      9397      9398      9399      9400 
## 694.88641 742.06739 553.34350 553.34350 742.06739 789.24836 694.88641 694.88641 
##      9401      9402      9403      9404      9405      9406      9407      9408 
## 836.42933 836.42933 836.42933 789.24836 553.34350 600.52447 553.34350 742.06739 
##      9409      9410      9411      9412      9413      9414      9415      9416 
## 647.70544 553.34350 506.16253 506.16253 600.52447 506.16253 -12.82815 553.34350 
##      9417      9418      9419      9420      9421      9422      9423      9424 
## 647.70544 742.06739 506.16253 223.07670 553.34350 647.70544 553.34350 553.34350 
##      9425      9426      9427      9428      9429      9430      9431      9432 
## 836.42933 506.16253 742.06739 742.06739 553.34350 553.34350 647.70544 742.06739 
##      9433      9434      9435      9436      9437      9438      9439      9440 
## 742.06739 600.52447 836.42933 600.52447 458.98156 647.70544 694.88641 553.34350 
##      9441      9442      9443      9444      9445      9446      9447      9448 
## 600.52447 836.42933 836.42933 553.34350 553.34350 553.34350 506.16253 553.34350 
##      9449      9450      9451      9452      9453      9454      9455      9456 
## 600.52447 836.42933 411.80059 647.70544 836.42933 742.06739 553.34350 694.88641 
##      9457      9458      9459      9460      9461      9462      9463      9464 
## 458.98156 742.06739 458.98156 458.98156 647.70544 553.34350 600.52447 647.70544 
##      9465      9466      9467      9468      9469      9470      9471      9472 
## 694.88641 553.34350 836.42933 553.34350 742.06739 553.34350 553.34350 553.34350 
##      9473      9474      9475      9476      9477      9478      9479      9480 
## 553.34350 458.98156 600.52447 600.52447 600.52447 836.42933 742.06739 694.88641 
##      9481      9482      9483      9484      9485      9486      9487      9488 
## 600.52447 553.34350 836.42933 694.88641 553.34350 694.88641 694.88641 553.34350 
##      9489      9490      9491      9492      9493      9494      9495      9496 
## 647.70544 553.34350 836.42933 553.34350 647.70544 553.34350 647.70544 553.34350 
##      9497      9498      9499      9500      9501      9502      9503      9504 
## 506.16253 647.70544 553.34350 364.61962 553.34350 600.52447 836.42933 553.34350 
##      9505      9506      9507      9508      9509      9510      9511      9512 
## 789.24836 789.24836 694.88641 553.34350 647.70544 647.70544 553.34350 742.06739 
##      9513      9514      9515      9516      9517      9518      9519      9520 
## 553.34350 553.34350 600.52447 553.34350 553.34350 742.06739 458.98156 742.06739 
##      9521      9522      9523      9524      9525      9526      9527      9528 
## 789.24836 647.70544 553.34350 742.06739 553.34350 553.34350 742.06739 789.24836 
##      9529      9530      9531      9532      9533      9534      9535      9536 
## 458.98156 553.34350 836.42933 647.70544 553.34350 553.34350 553.34350 553.34350 
##      9537      9538      9539      9540      9541      9542      9543      9544 
## 742.06739 647.70544 694.88641 553.34350 553.34350 364.61962 553.34350 553.34350 
##      9545      9546      9547      9548      9549      9550      9551      9552 
## 553.34350 647.70544 600.52447 553.34350 742.06739 694.88641 553.34350 553.34350 
##      9553      9554      9555      9556      9557      9558      9559      9560 
## 789.24836 553.34350 553.34350 553.34350 647.70544 600.52447 647.70544 506.16253 
##      9561      9562      9563      9564      9565      9566      9567      9568 
## 553.34350 553.34350 553.34350 742.06739 553.34350 647.70544 647.70544 458.98156 
##      9569      9570      9571      9572      9573      9574      9575      9576 
## 553.34350 836.42933 553.34350 553.34350 742.06739 506.16253 742.06739 553.34350 
##      9577      9578      9579      9580      9581      9582      9583      9584 
## 411.80059 411.80059 506.16253 458.98156 742.06739 553.34350 553.34350 742.06739 
##      9585      9586      9587      9588      9589      9590      9591      9592 
## 694.88641 553.34350 742.06739 836.42933 694.88641 553.34350 789.24836 553.34350 
##      9593      9594      9595      9596      9597      9598      9599      9600 
## 742.06739 742.06739  81.53379 742.06739 694.88641 694.88641 553.34350 553.34350 
##      9601      9602      9603      9604      9605      9606      9607      9608 
## 694.88641 553.34350 647.70544 742.06739 647.70544 789.24836 742.06739 553.34350 
##      9609      9610      9611      9612      9613      9614      9615      9616 
## 506.16253 553.34350 553.34350 694.88641 553.34350 553.34350 742.06739 694.88641 
##      9617      9618      9619      9620      9621      9622      9623      9624 
## 458.98156 742.06739 317.43865 553.34350 742.06739 506.16253 364.61962 553.34350 
##      9625      9626      9627      9628      9629      9630      9631      9632 
## 553.34350 364.61962 553.34350 553.34350 553.34350 647.70544 647.70544 553.34350 
##      9633      9634      9635      9636      9637      9638      9639      9640 
## 694.88641 458.98156 553.34350 364.61962 364.61962 553.34350 600.52447 742.06739 
##      9641      9642      9643      9644      9645      9646      9647      9648 
## 553.34350 836.42933 647.70544 742.06739 553.34350 647.70544 647.70544 789.24836 
##      9649      9650      9651      9652      9653      9654      9655      9656 
## 836.42933 647.70544 694.88641 506.16253 836.42933 647.70544 742.06739 600.52447 
##      9657      9658      9659      9660      9661      9662      9663      9664 
## 742.06739 553.34350 647.70544 553.34350 553.34350 553.34350 553.34350 553.34350 
##      9665      9666      9667      9668      9669      9670      9671      9672 
## 647.70544 506.16253 553.34350 789.24836 553.34350 364.61962 553.34350 270.25768 
##      9673      9674      9675      9676      9677      9678      9679      9680 
## 553.34350 553.34350 553.34350 647.70544 647.70544 553.34350 553.34350 553.34350 
##      9681      9682      9683      9684      9685      9686      9687      9688 
## 553.34350 553.34350 553.34350 600.52447 553.34350 789.24836 836.42933 694.88641 
##      9689      9690      9691      9692      9693      9694      9695      9696 
## 553.34350 742.06739 789.24836 600.52447 647.70544 647.70544 553.34350 742.06739 
##      9697      9698      9699      9700      9701      9702      9703      9704 
## 600.52447 553.34350 647.70544 647.70544 742.06739 600.52447 553.34350 600.52447 
##      9705      9706      9707      9708      9709      9710      9711      9712 
## 553.34350 553.34350 742.06739 742.06739 647.70544 458.98156 647.70544 458.98156 
##      9713      9714      9715      9716      9717      9718      9719      9720 
## 600.52447 836.42933 836.42933 553.34350 553.34350 694.88641 364.61962 553.34350 
##      9721      9722      9723      9724      9725      9726      9727      9728 
## 553.34350 647.70544 647.70544 553.34350 458.98156 553.34350 647.70544 600.52447 
##      9729      9730      9731      9732      9733      9734      9735      9736 
## 553.34350 553.34350 553.34350 458.98156 553.34350 647.70544 836.42933 506.16253 
##      9737      9738      9739      9740      9741      9742      9743      9744 
## 317.43865 458.98156 506.16253 789.24836 553.34350 553.34350 836.42933 836.42933 
##      9745      9746      9747      9748      9749      9750      9751      9752 
## 694.88641 647.70544 553.34350 694.88641 506.16253 647.70544 836.42933 836.42933 
##      9753      9754      9755      9756      9757      9758      9759      9760 
## 647.70544 553.34350 836.42933 553.34350 553.34350 694.88641 600.52447 789.24836 
##      9761      9762      9763      9764      9765      9766      9767      9768 
## 553.34350 647.70544 553.34350 600.52447 742.06739 553.34350 742.06739 742.06739 
##      9769      9770      9771      9772      9773      9774      9775      9776 
## 836.42933 742.06739 836.42933 836.42933 553.34350 458.98156 553.34350 553.34350 
##      9777      9778      9779      9780      9781      9782      9783      9784 
## 647.70544 600.52447 506.16253 553.34350 553.34350 553.34350 553.34350 789.24836 
##      9785      9786      9787      9788      9789      9790      9791      9792 
## 789.24836 789.24836 647.70544 742.06739 600.52447 742.06739 553.34350 694.88641 
##      9793      9794      9795      9796      9797      9798      9799      9800 
## 742.06739 553.34350 553.34350 742.06739 553.34350 647.70544 553.34350 600.52447 
##      9801      9802      9803      9804      9805      9806      9807      9808 
## 553.34350 647.70544 553.34350 742.06739 742.06739 553.34350 553.34350 553.34350 
##      9809      9810      9811      9812      9813      9814      9815      9816 
## 647.70544 742.06739 742.06739 836.42933 836.42933 694.88641 742.06739 553.34350 
##      9817      9818      9819      9820      9821      9822      9823      9824 
## 553.34350 553.34350 553.34350 553.34350 742.06739 553.34350 694.88641 128.71476 
##      9825      9826      9827      9828      9829      9830      9831      9832 
## 553.34350 553.34350 411.80059 600.52447 553.34350 789.24836 553.34350 553.34350 
##      9833      9834      9835      9836      9837      9838      9839      9840 
## 553.34350 553.34350 836.42933 553.34350 553.34350 506.16253 553.34350 317.43865 
##      9841      9842      9843      9844      9845      9846      9847      9848 
## 553.34350 553.34350 647.70544 647.70544 742.06739 647.70544 553.34350 553.34350 
##      9849      9850      9851      9852      9853      9854      9855      9856 
## 553.34350 553.34350 553.34350 742.06739 506.16253 647.70544 742.06739 647.70544 
##      9857      9858      9859      9860      9861      9862      9863      9864 
## 647.70544 600.52447 553.34350 742.06739 553.34350 600.52447 553.34350 553.34350 
##      9865      9866      9867      9868      9869      9870      9871      9872 
## 553.34350 317.43865 742.06739 411.80059 600.52447 742.06739 600.52447 553.34350 
##      9873      9874      9875      9876      9877      9878      9879      9880 
## 647.70544 600.52447 506.16253 553.34350 458.98156 742.06739 742.06739 836.42933 
##      9881      9882      9883      9884      9885      9886      9887      9888 
## 742.06739 553.34350 836.42933 789.24836 836.42933 694.88641 506.16253 600.52447 
##      9889      9890      9891      9892      9893      9894      9895      9896 
## 742.06739 600.52447 506.16253 411.80059 553.34350 411.80059 553.34350 553.34350 
##      9897      9898      9899      9900      9901      9902      9903      9904 
## 742.06739 647.70544 742.06739 647.70544 553.34350 553.34350 553.34350 742.06739 
##      9905      9906      9907      9908      9909      9910      9911      9912 
## 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##      9913      9914      9915      9916      9917      9918      9919      9920 
## 553.34350 647.70544 600.52447 553.34350 553.34350 647.70544 553.34350 553.34350 
##      9921      9922      9923      9924      9925      9926      9927      9928 
## 364.61962 553.34350 600.52447 553.34350 600.52447 553.34350 553.34350 647.70544 
##      9929      9930      9931      9932      9933      9934      9935      9936 
## 553.34350 789.24836 600.52447 553.34350 364.61962 553.34350 506.16253 742.06739 
##      9937      9938      9939      9940      9941      9942      9943      9944 
## 458.98156 647.70544 647.70544 553.34350 553.34350 600.52447 836.42933 553.34350 
##      9945      9946      9947      9948      9949      9950      9951      9952 
## 742.06739 742.06739 742.06739 647.70544 553.34350 789.24836 553.34350 742.06739 
##      9953      9954      9955      9956      9957      9958      9959      9960 
## 553.34350 553.34350 553.34350 553.34350 742.06739 600.52447 600.52447 553.34350 
##      9961      9962      9963      9964      9965      9966      9967      9968 
## 553.34350 600.52447 647.70544 553.34350 553.34350 742.06739 742.06739 553.34350 
##      9969      9970      9971      9972      9973      9974      9975      9976 
## 553.34350 553.34350 553.34350 458.98156 553.34350 364.61962 506.16253 553.34350 
##      9977      9978      9979      9980      9981      9982      9983      9984 
## 553.34350 553.34350 553.34350 647.70544 506.16253 364.61962 553.34350 647.70544 
##      9985      9986      9987      9988      9989      9990      9991      9992 
## 600.52447 836.42933 836.42933 742.06739 506.16253 600.52447 458.98156 647.70544 
##      9993      9994      9995      9996      9997      9998      9999     10000 
## 553.34350 553.34350 553.34350 647.70544 553.34350 553.34350 553.34350 553.34350 
##     10001     10002     10003     10004     10005     10006     10007     10008 
## 694.88641 742.06739 553.34350 553.34350 411.80059 553.34350 553.34350 836.42933 
##     10009     10010     10011     10012     10013     10014     10015     10016 
## 742.06739 553.34350 647.70544 647.70544 553.34350 553.34350 553.34350 553.34350 
##     10017     10018     10019     10020     10021     10022     10023     10024 
## 553.34350 553.34350 742.06739 553.34350 553.34350 647.70544 553.34350 553.34350 
##     10025     10026     10027     10028     10029     10030     10031     10032 
## 836.42933 553.34350 836.42933 836.42933 553.34350 600.52447 694.88641 647.70544 
##     10033     10034     10035     10036     10037     10038     10039     10040 
## 647.70544 553.34350 836.42933 600.52447 600.52447 553.34350 553.34350 553.34350 
##     10041     10042     10043     10044     10045     10046     10047     10048 
## 458.98156 694.88641 553.34350 553.34350 789.24836 694.88641 742.06739 553.34350 
##     10049     10050     10051     10052     10053     10054     10055     10056 
## 553.34350 553.34350 647.70544 600.52447 789.24836 789.24836 836.42933 647.70544 
##     10057     10058     10059     10060     10061     10062     10063     10064 
## 553.34350 553.34350 600.52447 553.34350 600.52447 836.42933 836.42933 553.34350 
##     10065     10066     10067     10068     10069     10070     10071     10072 
## 789.24836 553.34350 506.16253 553.34350 600.52447 411.80059 836.42933 553.34350 
##     10073     10074     10075     10076     10077     10078     10079     10080 
## 742.06739 742.06739 553.34350 742.06739 553.34350 694.88641 742.06739 553.34350 
##     10081     10082     10083     10084     10085     10086     10087     10088 
## 600.52447 553.34350 600.52447 553.34350 553.34350 553.34350 506.16253 647.70544 
##     10089     10090     10091     10092     10093     10094     10095     10096 
## 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 506.16253 458.98156 
##     10097     10098     10099     10100     10101     10102     10103     10104 
## 836.42933 553.34350 647.70544 647.70544 553.34350 553.34350 317.43865 647.70544 
##     10105     10106     10107     10108     10109     10110     10111     10112 
## 553.34350 506.16253 647.70544 742.06739 553.34350 458.98156 553.34350 836.42933 
##     10113     10114     10115     10116     10117     10118     10119     10120 
## 506.16253 553.34350 506.16253 506.16253 553.34350 553.34350 694.88641 836.42933 
##     10121     10122     10123     10124     10125     10126     10127     10128 
## 600.52447 647.70544 553.34350 742.06739 553.34350 553.34350 789.24836 553.34350 
##     10129     10130     10131     10132     10133     10134     10135     10136 
## 553.34350 553.34350 553.34350 458.98156 553.34350 553.34350 458.98156 553.34350 
##     10137     10138     10139     10140     10141     10142     10143     10144 
## 553.34350 742.06739 553.34350 600.52447 836.42933 553.34350 742.06739 836.42933 
##     10145     10146     10147     10148     10149     10150     10151     10152 
## 600.52447 553.34350 553.34350 411.80059 553.34350 553.34350 647.70544 647.70544 
##     10153     10154     10155     10156     10157     10158     10159     10160 
## 553.34350 553.34350 553.34350 553.34350 600.52447 553.34350 553.34350 553.34350 
##     10161     10162     10163     10164     10165     10166     10167     10168 
## 553.34350 553.34350 600.52447 789.24836 553.34350 600.52447 458.98156 553.34350 
##     10169     10170     10171     10172     10173     10174     10175     10176 
## 553.34350 600.52447 553.34350 506.16253 553.34350 836.42933 553.34350 553.34350 
##     10177     10178     10179     10180     10181     10182     10183     10184 
## 553.34350 553.34350 742.06739 694.88641 836.42933 836.42933 742.06739 647.70544 
##     10185     10186     10187     10188     10189     10190     10191     10192 
## 553.34350 364.61962 553.34350 553.34350 836.42933 553.34350 553.34350 647.70544 
##     10193     10194     10195     10196     10197     10198     10199     10200 
## 553.34350 647.70544 553.34350 836.42933 553.34350 553.34350 553.34350 553.34350 
##     10201     10202     10203     10204     10205     10206     10207     10208 
## 553.34350 553.34350 647.70544 553.34350 742.06739 836.42933 742.06739 553.34350 
##     10209     10210     10211     10212     10213     10214     10215     10216 
## 553.34350 458.98156 742.06739 600.52447 411.80059 553.34350 553.34350 836.42933 
##     10217     10218     10219     10220     10221     10222     10223     10224 
## 553.34350 553.34350 553.34350 553.34350 600.52447 600.52447 553.34350 647.70544 
##     10225     10226     10227     10228     10229     10230     10231     10232 
## 789.24836 553.34350 742.06739 836.42933 742.06739 742.06739 600.52447 600.52447 
##     10233     10234     10235     10236     10237     10238     10239     10240 
## 694.88641 553.34350 836.42933 694.88641 553.34350 742.06739 411.80059 506.16253 
##     10241     10242     10243     10244     10245     10246     10247     10248 
## 647.70544 647.70544 836.42933 600.52447 553.34350 553.34350 647.70544 553.34350 
##     10249     10250     10251     10252     10253     10254     10255     10256 
## 742.06739 553.34350 506.16253 458.98156 553.34350 600.52447 553.34350 694.88641 
##     10257     10258     10259     10260     10261     10262     10263     10264 
## 836.42933 553.34350 553.34350 364.61962 506.16253 647.70544 553.34350 553.34350 
##     10265     10266     10267     10268     10269     10270     10271     10272 
## 742.06739 789.24836 553.34350 742.06739 506.16253 553.34350 836.42933 742.06739 
##     10273     10274     10275     10276     10277     10278     10279     10280 
## 600.52447 600.52447 553.34350 317.43865 458.98156 364.61962 600.52447 600.52447 
##     10281     10282     10283     10284     10285     10286     10287     10288 
## 553.34350 647.70544 647.70544 694.88641 506.16253 506.16253 553.34350 506.16253 
##     10289     10290     10291     10292     10293     10294     10295     10296 
## 553.34350 694.88641 553.34350 742.06739 600.52447 647.70544 553.34350 553.34350 
##     10297     10298     10299     10300     10301     10302     10303     10304 
## 647.70544 836.42933 647.70544 742.06739 836.42933 742.06739 553.34350 553.34350 
##     10305     10306     10307     10308     10309     10310     10311     10312 
## 553.34350 553.34350 553.34350 789.24836 458.98156 600.52447 600.52447 742.06739 
##     10313     10314     10315     10316     10317     10318     10319     10320 
## 647.70544 553.34350 694.88641 506.16253 647.70544 742.06739 600.52447 553.34350 
##     10321     10322     10323     10324     10325     10326     10327     10328 
## 553.34350 553.34350 789.24836 600.52447 742.06739 789.24836 647.70544 647.70544 
##     10329     10330     10331     10332     10333     10334     10335     10336 
## 553.34350 553.34350 742.06739 742.06739 553.34350 506.16253 411.80059 742.06739 
##     10337     10338     10339     10340     10341     10342     10343     10344 
## 742.06739 647.70544 742.06739 742.06739 836.42933 742.06739 553.34350 553.34350 
##     10345     10346     10347     10348     10349     10350     10351     10352 
## 458.98156 553.34350 553.34350 742.06739 553.34350 647.70544 647.70544 553.34350 
##     10353     10354     10355     10356     10357     10358     10359     10360 
## 600.52447 553.34350 553.34350 647.70544 742.06739 600.52447 553.34350 553.34350 
##     10361     10362     10363     10364     10365     10366     10367     10368 
## 742.06739 694.88641 836.42933 553.34350 694.88641 411.80059 742.06739 600.52447 
##     10369     10370     10371     10372     10373     10374     10375     10376 
## 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##     10377     10378     10379     10380     10381     10382     10383     10384 
## 836.42933 600.52447 553.34350 553.34350 506.16253 742.06739 364.61962 836.42933 
##     10385     10386     10387     10388     10389     10390     10391     10392 
## 836.42933 836.42933 789.24836 836.42933 506.16253 836.42933 836.42933 553.34350 
##     10393     10394     10395     10396     10397     10398     10399     10400 
## 553.34350 553.34350 694.88641 553.34350 553.34350 836.42933 742.06739 553.34350 
##     10401     10402     10403     10404     10405     10406     10407     10408 
## 553.34350 553.34350 742.06739 553.34350 789.24836 458.98156 553.34350 742.06739 
##     10409     10410     10411     10412     10413     10414     10415     10416 
## 553.34350 553.34350 553.34350 411.80059 647.70544 553.34350 553.34350 553.34350 
##     10417     10418     10419     10420     10421     10422     10423     10424 
## 742.06739 647.70544 647.70544 647.70544 553.34350 553.34350 836.42933 742.06739 
##     10425     10426     10427     10428     10429     10430     10431     10432 
## 553.34350 647.70544 553.34350 742.06739 742.06739 742.06739 647.70544 553.34350 
##     10433     10434     10435     10436     10437     10438     10439     10440 
## 553.34350 647.70544 553.34350 742.06739 742.06739 647.70544 553.34350 836.42933 
##     10441     10442     10443     10444     10445     10446     10447     10448 
## 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 553.34350 742.06739 
##     10449     10450     10451     10452     10453     10454     10455     10456 
## 600.52447 742.06739 694.88641 553.34350 553.34350 647.70544 506.16253 553.34350 
##     10457     10458     10459     10460     10461     10462     10463     10464 
## 600.52447 836.42933 647.70544 458.98156 553.34350 553.34350 836.42933 553.34350 
##     10465     10466     10467     10468     10469     10470     10471     10472 
## 553.34350 553.34350 553.34350 600.52447 553.34350 553.34350 553.34350 836.42933 
##     10473     10474     10475     10476     10477     10478     10479     10480 
## 742.06739 742.06739 647.70544 600.52447 506.16253 553.34350 553.34350 364.61962 
##     10481     10482     10483     10484     10485     10486     10487     10488 
## 553.34350 553.34350 553.34350 647.70544 694.88641 553.34350 553.34350 553.34350 
##     10489     10490     10491     10492     10493     10494     10495     10496 
## 836.42933 836.42933 789.24836 836.42933 506.16253 364.61962 553.34350 742.06739 
##     10497     10498     10499     10500     10501     10502     10503     10504 
## 553.34350 600.52447 553.34350 553.34350 553.34350 600.52447 458.98156 647.70544 
##     10505     10506     10507     10508     10509     10510     10511     10512 
## 600.52447 600.52447 789.24836 789.24836 553.34350 694.88641 694.88641 364.61962 
##     10513     10514     10515     10516     10517     10518     10519     10520 
## 364.61962 553.34350 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 
##     10521     10522     10523     10524     10525     10526     10527     10528 
## 553.34350 742.06739 647.70544 600.52447 553.34350 789.24836 553.34350 647.70544 
##     10529     10530     10531     10532     10533     10534     10535     10536 
## 553.34350 789.24836 411.80059 553.34350 553.34350 836.42933 553.34350 836.42933 
##     10537     10538     10539     10540     10541     10542     10543     10544 
## 553.34350 553.34350 647.70544 836.42933 600.52447 836.42933 789.24836 694.88641 
##     10545     10546     10547     10548     10549     10550     10551     10552 
## 742.06739 553.34350 506.16253 647.70544 789.24836 506.16253 742.06739 742.06739 
##     10553     10554     10555     10556     10557     10558     10559     10560 
## 553.34350 553.34350 600.52447 553.34350 553.34350 647.70544 742.06739 742.06739 
##     10561     10562     10563     10564     10565     10566     10567     10568 
## 553.34350 553.34350 647.70544 600.52447 553.34350 411.80059 553.34350 553.34350 
##     10569     10570     10571     10572     10573     10574     10575     10576 
## 600.52447 742.06739 600.52447 553.34350 553.34350 553.34350 789.24836 694.88641 
##     10577     10578     10579     10580     10581     10582     10583     10584 
## 742.06739 458.98156 647.70544 742.06739 742.06739 553.34350 647.70544 647.70544 
##     10585     10586     10587     10588     10589     10590     10591     10592 
## 836.42933 600.52447 364.61962 600.52447 789.24836 647.70544 836.42933 742.06739 
##     10593     10594     10595     10596     10597     10598     10599     10600 
## 742.06739 742.06739 836.42933 553.34350 600.52447 458.98156 553.34350 553.34350 
##     10601     10602     10603     10604     10605     10606     10607     10608 
## 836.42933 694.88641 553.34350 742.06739 694.88641 553.34350 836.42933 553.34350 
##     10609     10610     10611     10612     10613     10614     10615     10616 
## 553.34350 553.34350 458.98156 553.34350 553.34350 553.34350 553.34350 647.70544 
##     10617     10618     10619     10620     10621     10622     10623     10624 
## 458.98156 553.34350 647.70544 553.34350 600.52447 411.80059 553.34350 553.34350 
##     10625     10626     10627     10628     10629     10630     10631     10632 
## 647.70544 836.42933 553.34350 553.34350 647.70544 553.34350 553.34350 836.42933 
##     10633     10634     10635     10636     10637     10638     10639     10640 
## 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 836.42933 553.34350 
##     10641     10642     10643     10644     10645     10646     10647     10648 
## 553.34350 836.42933 742.06739 742.06739 836.42933 742.06739 600.52447 742.06739 
##     10649     10650     10651     10652     10653     10654     10655     10656 
## 553.34350 789.24836 694.88641 600.52447 553.34350 647.70544 647.70544 553.34350 
##     10657     10658     10659     10660     10661     10662     10663     10664 
## 647.70544 553.34350 600.52447 694.88641 553.34350 789.24836 600.52447 600.52447 
##     10665     10666     10667     10668     10669     10670     10671     10672 
## 742.06739 553.34350 789.24836 553.34350 553.34350 553.34350 742.06739 789.24836 
##     10673     10674     10675     10676     10677     10678     10679     10680 
## 364.61962 553.34350 553.34350 600.52447 553.34350 600.52447 553.34350 553.34350 
##     10681     10682     10683     10684     10685     10686     10687     10688 
## 553.34350 364.61962 694.88641 553.34350 553.34350 553.34350 647.70544 553.34350 
##     10689     10690     10691     10692     10693     10694     10695     10696 
## 553.34350 742.06739 600.52447 553.34350 553.34350 836.42933 600.52447 836.42933 
##     10697     10698     10699     10700     10701     10702     10703     10704 
## 836.42933 836.42933 553.34350 553.34350 411.80059 553.34350 553.34350 553.34350 
##     10705     10706     10707     10708     10709     10710     10711     10712 
## 647.70544 647.70544 553.34350 553.34350 553.34350 553.34350 647.70544 789.24836 
##     10713     10714     10715     10716     10717     10718     10719     10720 
## 742.06739 600.52447 553.34350 836.42933 364.61962 553.34350 694.88641 553.34350 
##     10721     10722     10723     10724     10725     10726     10727     10728 
## 553.34350 458.98156 742.06739 836.42933 789.24836 553.34350 411.80059 836.42933 
##     10729     10730     10731     10732     10733     10734     10735     10736 
## 836.42933 553.34350 506.16253 742.06739 553.34350 553.34350 506.16253 742.06739 
##     10737     10738     10739     10740     10741     10742     10743     10744 
## 647.70544 553.34350 647.70544 553.34350 553.34350 742.06739 553.34350 836.42933 
##     10745     10746     10747     10748     10749     10750     10751     10752 
## 553.34350 553.34350 553.34350 458.98156 458.98156 789.24836 553.34350 506.16253 
##     10753     10754     10755     10756     10757     10758     10759     10760 
## 553.34350 647.70544 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##     10761     10762     10763     10764     10765     10766     10767     10768 
## 553.34350 647.70544 553.34350 553.34350 647.70544 553.34350 836.42933 553.34350 
##     10769     10770     10771     10772     10773     10774     10775     10776 
## 553.34350 317.43865 458.98156 506.16253 553.34350 553.34350 553.34350 553.34350 
##     10777     10778     10779     10780     10781     10782     10783     10784 
## 553.34350 553.34350 553.34350 553.34350 553.34350 458.98156 836.42933 742.06739 
##     10785     10786     10787     10788     10789     10790     10791     10792 
## 553.34350 553.34350 742.06739 742.06739 553.34350 553.34350 553.34350 553.34350 
##     10793     10794     10795     10796     10797     10798     10799     10800 
## 600.52447 694.88641 553.34350 647.70544 742.06739 506.16253 553.34350 553.34350 
##     10801     10802     10803     10804     10805     10806     10807     10808 
## 553.34350 742.06739 553.34350 364.61962 553.34350 553.34350 553.34350 742.06739 
##     10809     10810     10811     10812     10813     10814     10815     10816 
## 458.98156 647.70544 647.70544 647.70544 647.70544 600.52447 553.34350 553.34350 
##     10817     10818     10819     10820     10821     10822     10823     10824 
## 553.34350 647.70544 836.42933 553.34350 553.34350 694.88641 742.06739 836.42933 
##     10825     10826     10827     10828     10829     10830     10831     10832 
## 553.34350 553.34350 836.42933 742.06739 836.42933 742.06739 694.88641 553.34350 
##     10833     10834     10835     10836     10837     10838     10839     10840 
## 742.06739 600.52447 553.34350 742.06739 742.06739 789.24836 742.06739 742.06739 
##     10841     10842     10843     10844     10845     10846     10847     10848 
## 742.06739 742.06739 742.06739 553.34350 742.06739 553.34350 553.34350 553.34350 
##     10849     10850     10851     10852     10853     10854     10855     10856 
## 742.06739 742.06739 647.70544 553.34350 553.34350 458.98156 553.34350 553.34350 
##     10857     10858     10859     10860     10861     10862     10863     10864 
## 742.06739 553.34350 742.06739 600.52447 647.70544 553.34350 600.52447 742.06739 
##     10865     10866     10867     10868     10869     10870     10871     10872 
## 647.70544 742.06739 553.34350 553.34350 742.06739 600.52447 742.06739 742.06739 
##     10873     10874     10875     10876     10877     10878     10879     10880 
## 836.42933 836.42933 553.34350 647.70544 694.88641 789.24836 600.52447 742.06739 
##     10881     10882     10883     10884     10885     10886     10887     10888 
## 647.70544 742.06739 553.34350 553.34350 742.06739 742.06739 742.06739 553.34350 
##     10889     10890     10891     10892     10893     10894     10895     10896 
## 836.42933 742.06739 506.16253 647.70544 836.42933 647.70544 553.34350 553.34350 
##     10897     10898     10899     10900     10901     10902     10903     10904 
## 553.34350 836.42933 836.42933 553.34350 647.70544 506.16253 600.52447 553.34350 
##     10905     10906     10907     10908     10909     10910     10911     10912 
## 506.16253 553.34350 553.34350 553.34350 789.24836 789.24836 789.24836 742.06739 
##     10913     10914     10915     10916     10917     10918     10919     10920 
## 553.34350 553.34350 553.34350 694.88641 553.34350 742.06739 742.06739 742.06739 
##     10921     10922     10923     10924     10925     10926     10927     10928 
## 553.34350 694.88641 553.34350 647.70544 553.34350 742.06739 553.34350 742.06739 
##     10929     10930     10931     10932     10933     10934     10935     10936 
## 506.16253 742.06739 647.70544 553.34350 553.34350 553.34350 553.34350 553.34350 
##     10937     10938     10939     10940     10941     10942     10943     10944 
## 742.06739 458.98156 553.34350 836.42933 647.70544 694.88641 553.34350 836.42933 
##     10945     10946     10947     10948     10949     10950     10951     10952 
## 789.24836 553.34350 600.52447 553.34350 553.34350 553.34350 553.34350 789.24836 
##     10953     10954     10955     10956     10957     10958     10959     10960 
## 789.24836 742.06739 789.24836 553.34350 647.70544 553.34350 553.34350 553.34350 
##     10961     10962     10963     10964     10965     10966     10967     10968 
## 553.34350 742.06739 789.24836 742.06739 553.34350 553.34350 789.24836 553.34350 
##     10969     10970     10971     10972     10973     10974     10975     10976 
## 553.34350 553.34350 742.06739 836.42933 742.06739 742.06739 553.34350 553.34350 
##     10977     10978     10979     10980     10981     10982     10983     10984 
## 836.42933 742.06739 836.42933 836.42933 789.24836 553.34350 647.70544 742.06739 
##     10985     10986     10987     10988     10989     10990     10991     10992 
## 742.06739 836.42933 836.42933 553.34350 458.98156 553.34350 742.06739 458.98156 
##     10993     10994     10995     10996     10997     10998     10999     11000 
## 647.70544 553.34350 836.42933 458.98156 458.98156 789.24836 553.34350 553.34350 
##     11001     11002     11003     11004     11005     11006     11007     11008 
## 742.06739 553.34350 553.34350 411.80059 694.88641 553.34350 553.34350 553.34350 
##     11009     11010     11011     11012     11013     11014     11015     11016 
## 553.34350 553.34350 600.52447 553.34350 553.34350 742.06739 553.34350 553.34350 
##     11017     11018     11019     11020     11021     11022     11023     11024 
## 553.34350 553.34350 742.06739 647.70544 506.16253 836.42933 647.70544 364.61962 
##     11025     11026     11027     11028     11029     11030     11031     11032 
## 836.42933 742.06739 553.34350 553.34350 553.34350 694.88641 742.06739 789.24836 
##     11033     11034     11035     11036     11037     11038     11039     11040 
## 600.52447 553.34350 742.06739 742.06739 836.42933 553.34350 553.34350 553.34350 
##     11041     11042     11043     11044     11045     11046     11047     11048 
## 553.34350 553.34350 647.70544 553.34350 836.42933 553.34350 553.34350 553.34350 
##     11049     11050     11051     11052     11053     11054     11055     11056 
## 411.80059 553.34350 600.52447 553.34350 553.34350 553.34350 553.34350 836.42933 
##     11057     11058     11059     11060     11061     11062     11063     11064 
## 364.61962 458.98156 553.34350 553.34350 506.16253 553.34350 458.98156 647.70544 
##     11065     11066     11067     11068     11069     11070     11071     11072 
## 647.70544 789.24836 411.80059 647.70544 742.06739 836.42933 364.61962 553.34350 
##     11073     11074     11075     11076     11077     11078     11079     11080 
## 553.34350 411.80059 836.42933 742.06739 694.88641 742.06739 553.34350 553.34350 
##     11081     11082     11083     11084     11085     11086     11087     11088 
## 742.06739 600.52447 553.34350 553.34350 553.34350 553.34350 553.34350 742.06739 
##     11089     11090     11091     11092     11093     11094     11095     11096 
## 742.06739 553.34350 553.34350 742.06739 553.34350 789.24836 553.34350 553.34350 
##     11097     11098     11099     11100     11101     11102     11103     11104 
## 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 836.42933 
##     11105     11106     11107     11108     11109     11110     11111     11112 
## 553.34350 553.34350 506.16253 553.34350 317.43865 647.70544 836.42933 836.42933 
##     11113     11114     11115     11116     11117     11118     11119     11120 
## 742.06739 836.42933 789.24836 600.52447 647.70544 742.06739 553.34350 553.34350 
##     11121     11122     11123     11124     11125     11126     11127     11128 
## 458.98156 553.34350 742.06739 553.34350 836.42933 600.52447 742.06739 553.34350 
##     11129     11130     11131     11132     11133     11134     11135     11136 
## 553.34350 553.34350 553.34350 364.61962 553.34350 553.34350 553.34350 742.06739 
##     11137     11138     11139     11140     11141     11142     11143     11144 
## 789.24836 553.34350 647.70544 411.80059 506.16253 553.34350 553.34350 694.88641 
##     11145     11146     11147     11148     11149     11150     11151     11152 
## 553.34350 553.34350 647.70544 742.06739 742.06739 553.34350 506.16253 553.34350 
##     11153     11154     11155     11156     11157     11158     11159     11160 
## 553.34350 553.34350 553.34350 553.34350 553.34350 411.80059 647.70544 553.34350 
##     11161     11162     11163     11164     11165     11166     11167     11168 
## 600.52447 647.70544 742.06739 364.61962 742.06739 553.34350 742.06739 789.24836 
##     11169     11170     11171     11172     11173     11174     11175     11176 
## 553.34350 553.34350 553.34350 553.34350 600.52447 742.06739 553.34350 553.34350 
##     11177     11178     11179     11180     11181     11182     11183     11184 
## 600.52447 553.34350 647.70544 553.34350 742.06739 694.88641 742.06739 553.34350 
##     11185     11186     11187     11188     11189     11190     11191     11192 
## 553.34350 789.24836 506.16253 600.52447 553.34350 553.34350 506.16253 553.34350 
##     11193     11194     11195     11196     11197     11198     11199     11200 
## 647.70544 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 600.52447 
##     11201     11202     11203     11204     11205     11206     11207     11208 
## 553.34350 553.34350 600.52447 836.42933 458.98156 742.06739 836.42933 836.42933 
##     11209     11210     11211     11212     11213     11214     11215     11216 
## 789.24836 836.42933 742.06739 553.34350 553.34350 553.34350 553.34350 647.70544 
##     11217     11218     11219     11220     11221     11222     11223     11224 
## 553.34350 742.06739 694.88641 742.06739 647.70544 458.98156 836.42933 553.34350 
##     11225     11226     11227     11228     11229     11230     11231     11232 
## 742.06739 553.34350 836.42933 553.34350 553.34350 553.34350 553.34350 458.98156 
##     11233     11234     11235     11236     11237     11238     11239     11240 
## 647.70544 742.06739 553.34350 742.06739 647.70544 742.06739 553.34350 553.34350 
##     11241     11242     11243     11244     11245     11246     11247     11248 
## 553.34350 647.70544 742.06739 836.42933 553.34350 553.34350 506.16253 553.34350 
##     11249     11250     11251     11252     11253     11254     11255     11256 
## 553.34350 553.34350 600.52447 836.42933 553.34350 411.80059 647.70544 742.06739 
##     11257     11258     11259     11260     11261     11262     11263     11264 
## 742.06739 553.34350 742.06739 647.70544 553.34350 553.34350 553.34350 506.16253 
##     11265     11266     11267     11268     11269     11270     11271     11272 
## 553.34350 553.34350 553.34350 553.34350 600.52447 458.98156 694.88641 553.34350 
##     11273     11274     11275     11276     11277     11278     11279     11280 
## 553.34350 553.34350 600.52447 553.34350 553.34350 553.34350 553.34350 742.06739 
##     11281     11282     11283     11284     11285     11286     11287     11288 
## 553.34350 553.34350 553.34350 600.52447 553.34350 742.06739 553.34350 553.34350 
##     11289     11290     11291     11292     11293     11294     11295     11296 
## 553.34350 506.16253 836.42933 789.24836 647.70544 742.06739 553.34350 553.34350 
##     11297     11298     11299     11300     11301     11302     11303     11304 
## 742.06739 742.06739 742.06739 553.34350 836.42933 553.34350 553.34350 553.34350 
##     11305     11306     11307     11308     11309     11310     11311     11312 
## 600.52447 553.34350 553.34350 553.34350 742.06739 742.06739 647.70544 553.34350 
##     11313     11314     11315     11316     11317     11318     11319     11320 
## 742.06739 553.34350 553.34350 553.34350 553.34350 553.34350 600.52447 553.34350 
##     11321     11322     11323     11324     11325     11326     11327     11328 
## 553.34350 647.70544 600.52447 553.34350 553.34350 647.70544 553.34350 742.06739 
##     11329     11330     11331     11332     11333     11334     11335     11336 
## 553.34350 742.06739 553.34350 411.80059 600.52447 836.42933 647.70544 553.34350 
##     11337     11338     11339     11340     11341     11342     11343     11344 
## 647.70544 694.88641 553.34350 553.34350 553.34350 742.06739 836.42933 647.70544 
##     11345     11346     11347     11348     11349     11350     11351     11352 
## 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 553.34350 647.70544 
##     11353     11354     11355     11356     11357     11358     11359     11360 
## 553.34350 647.70544 553.34350 553.34350 647.70544 553.34350 600.52447 553.34350 
##     11361     11362     11363     11364     11365     11366     11367     11368 
## 553.34350 411.80059 553.34350 553.34350 553.34350 553.34350 553.34350 742.06739 
##     11369     11370     11371     11372     11373     11374     11375     11376 
## 647.70544 836.42933 647.70544 600.52447 789.24836 364.61962 553.34350 553.34350 
##     11377     11378     11379     11380     11381     11382     11383     11384 
## 836.42933 742.06739 553.34350 600.52447 553.34350 600.52447 553.34350 600.52447 
##     11385     11386     11387     11388     11389     11390     11391     11392 
## 553.34350 600.52447 553.34350 600.52447 742.06739 742.06739 553.34350 553.34350 
##     11393     11394     11395     11396     11397     11398     11399     11400 
## 458.98156 553.34350 553.34350 553.34350 553.34350 553.34350 600.52447 553.34350 
##     11401     11402     11403     11404     11405     11406     11407     11408 
## 458.98156 553.34350 553.34350 647.70544 600.52447 553.34350 600.52447 647.70544 
##     11409     11410     11411     11412     11413     11414     11415     11416 
## 600.52447 553.34350 553.34350 458.98156 836.42933 553.34350 836.42933 742.06739 
##     11417     11418     11419     11420     11421     11422     11423     11424 
## 600.52447 411.80059 458.98156 647.70544 553.34350 742.06739 647.70544 742.06739 
##     11425     11426     11427     11428     11429     11430     11431     11432 
## 553.34350 789.24836 742.06739 836.42933 647.70544 553.34350 553.34350 553.34350 
##     11433     11434     11435     11436     11437     11438     11439     11440 
## 553.34350 553.34350 742.06739 506.16253 553.34350 742.06739 836.42933 553.34350 
##     11441     11442     11443     11444     11445     11446     11447     11448 
## 694.88641 553.34350 553.34350 553.34350 553.34350 553.34350 647.70544 647.70544 
##     11449     11450     11451     11452     11453     11454     11455     11456 
## 647.70544 742.06739 694.88641 742.06739 553.34350 647.70544 742.06739 742.06739 
##     11457     11458     11459     11460     11461     11462     11463     11464 
## 458.98156 647.70544 553.34350 742.06739 553.34350 742.06739 553.34350 506.16253 
##     11465     11466     11467     11468     11469     11470     11471     11472 
## 553.34350 317.43865 553.34350 553.34350 458.98156 553.34350 742.06739 600.52447 
##     11473     11474     11475     11476     11477     11478     11479     11480 
## 742.06739 506.16253 836.42933 553.34350 742.06739 836.42933 742.06739 742.06739 
##     11481     11482     11483     11484     11485     11486     11487     11488 
## 553.34350 600.52447 553.34350 553.34350 742.06739 364.61962 553.34350 553.34350 
##     11489     11490     11491     11492     11493     11494     11495     11496 
## 553.34350 553.34350 553.34350 223.07670 553.34350 -12.82815 742.06739 742.06739 
##     11497     11498     11499     11500     11501     11502     11503     11504 
## 553.34350 694.88641 694.88641 364.61962 553.34350 553.34350 553.34350 600.52447 
##     11505     11506     11507     11508     11509     11510     11511     11512 
## 411.80059 553.34350 553.34350 789.24836 553.34350 742.06739 742.06739 553.34350 
##     11513     11514     11515     11516     11517     11518     11519     11520 
## 647.70544 553.34350 411.80059 553.34350 600.52447 694.88641 789.24836 647.70544 
##     11521     11522     11523     11524     11525     11526     11527     11528 
## 553.34350 553.34350 553.34350 647.70544 600.52447 553.34350 553.34350 647.70544 
##     11529     11530     11531     11532     11533     11534     11535     11536 
## 742.06739 836.42933 553.34350 553.34350 553.34350 600.52447 553.34350 742.06739 
##     11537     11538     11539     11540     11541     11542     11543     11544 
## 742.06739 742.06739 789.24836 647.70544 742.06739 647.70544 411.80059 553.34350 
##     11545     11546     11547     11548     11549     11550     11551     11552 
## 742.06739 553.34350 458.98156 506.16253 600.52447 600.52447 742.06739 836.42933 
##     11553     11554     11555     11556     11557     11558     11559     11560 
## 647.70544 600.52447 789.24836 553.34350 364.61962 553.34350 694.88641 553.34350 
##     11561     11562     11563     11564     11565     11566     11567     11568 
## 836.42933 553.34350 836.42933 647.70544 553.34350 600.52447 364.61962 600.52447 
##     11569     11570     11571     11572     11573     11574     11575     11576 
## 694.88641 553.34350 553.34350 553.34350 647.70544 553.34350 742.06739 742.06739 
##     11577     11578     11579     11580     11581     11582     11583     11584 
## 694.88641 553.34350 742.06739 789.24836 789.24836 553.34350 742.06739 600.52447 
##     11585     11586     11587     11588     11589     11590     11591     11592 
## 553.34350 553.34350 411.80059 553.34350 553.34350 789.24836 553.34350 600.52447 
##     11593     11594     11595     11596     11597     11598     11599     11600 
## 458.98156 553.34350 789.24836 742.06739 553.34350 647.70544 553.34350 553.34350 
##     11601     11602     11603     11604     11605     11606     11607     11608 
## 600.52447 506.16253 742.06739 742.06739 553.34350 836.42933 553.34350 411.80059 
##     11609     11610     11611     11612     11613     11614     11615     11616 
## 553.34350 836.42933 553.34350 600.52447 553.34350 553.34350 742.06739 836.42933 
##     11617     11618     11619     11620     11621     11622     11623     11624 
## 600.52447 742.06739 742.06739 553.34350 647.70544 742.06739 647.70544 553.34350 
##     11625     11626     11627     11628     11629     11630     11631     11632 
## 553.34350 553.34350 553.34350 553.34350 553.34350 742.06739 506.16253 647.70544 
##     11633     11634     11635     11636     11637     11638     11639     11640 
## 742.06739 647.70544 411.80059 789.24836 553.34350 742.06739 458.98156 742.06739 
##     11641     11642     11643     11644     11645     11646     11647     11648 
## 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 742.06739 742.06739 
##     11649     11650     11651     11652     11653     11654     11655     11656 
## 742.06739 175.89573 647.70544 742.06739 742.06739 553.34350 553.34350 553.34350 
##     11657     11658     11659     11660     11661     11662     11663     11664 
## 742.06739 647.70544 553.34350 553.34350 553.34350 553.34350 458.98156 553.34350 
##     11665     11666     11667     11668     11669     11670     11671     11672 
## 836.42933 317.43865 742.06739 742.06739 836.42933 553.34350 742.06739 836.42933 
##     11673     11674     11675     11676     11677     11678     11679     11680 
## 553.34350 742.06739 553.34350 647.70544 506.16253 742.06739 742.06739 600.52447 
##     11681     11682     11683     11684     11685     11686     11687     11688 
## 553.34350 553.34350 836.42933 364.61962 553.34350 553.34350 506.16253 411.80059 
##     11689     11690     11691     11692     11693     11694     11695     11696 
## 553.34350 647.70544 553.34350 553.34350 647.70544 553.34350 789.24836 553.34350 
##     11697     11698     11699     11700     11701     11702     11703     11704 
## 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##     11705     11706     11707     11708     11709     11710     11711     11712 
## 600.52447 553.34350 600.52447 506.16253 647.70544 600.52447 836.42933 553.34350 
##     11713     11714     11715     11716     11717     11718     11719     11720 
## 553.34350 694.88641 836.42933 647.70544 553.34350 411.80059 553.34350 458.98156 
##     11721     11722     11723     11724     11725     11726     11727     11728 
## 742.06739 364.61962 836.42933 553.34350 836.42933 553.34350 553.34350 553.34350 
##     11729     11730     11731     11732     11733     11734     11735     11736 
## 458.98156 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 742.06739 
##     11737     11738     11739     11740     11741     11742     11743     11744 
## 742.06739 742.06739 600.52447 647.70544 742.06739 317.43865 553.34350 553.34350 
##     11745     11746     11747     11748     11749     11750     11751     11752 
## 553.34350 458.98156 742.06739 600.52447 506.16253 553.34350 600.52447 553.34350 
##     11753     11754     11755     11756     11757     11758     11759     11760 
## 553.34350 836.42933 553.34350 553.34350 647.70544 553.34350 506.16253 836.42933 
##     11761     11762     11763     11764     11765     11766     11767     11768 
## 836.42933 836.42933 600.52447 553.34350 553.34350 411.80059 600.52447 742.06739 
##     11769     11770     11771     11772     11773     11774     11775     11776 
## 836.42933 742.06739 553.34350 694.88641 694.88641 553.34350 694.88641 553.34350 
##     11777     11778     11779     11780     11781     11782     11783     11784 
## 364.61962 506.16253 553.34350 553.34350 553.34350 694.88641 553.34350 458.98156 
##     11785     11786     11787     11788     11789     11790     11791     11792 
## 553.34350 836.42933 647.70544 553.34350 553.34350 553.34350 553.34350 364.61962 
##     11793     11794     11795     11796     11797     11798     11799     11800 
## 553.34350 553.34350 553.34350 742.06739 553.34350 553.34350 742.06739 694.88641 
##     11801     11802     11803     11804     11805     11806     11807     11808 
## 836.42933 836.42933 553.34350 742.06739 647.70544 506.16253 553.34350 836.42933 
##     11809     11810     11811     11812     11813     11814     11815     11816 
## 553.34350 553.34350 553.34350 600.52447 553.34350 506.16253 694.88641 600.52447 
##     11817     11818     11819     11820     11821     11822     11823     11824 
## 647.70544 553.34350 600.52447 836.42933 742.06739 742.06739 553.34350 742.06739 
##     11825     11826     11827     11828     11829     11830     11831     11832 
## 836.42933 600.52447 742.06739 694.88641 836.42933 553.34350 553.34350 506.16253 
##     11833     11834     11835     11836     11837     11838     11839     11840 
## 553.34350 364.61962 553.34350 600.52447 553.34350 553.34350 553.34350 553.34350 
##     11841     11842     11843     11844     11845     11846     11847     11848 
## 411.80059 553.34350 836.42933 458.98156 836.42933 553.34350 553.34350 553.34350 
##     11849     11850     11851     11852     11853     11854     11855     11856 
## 506.16253 553.34350 742.06739 553.34350 411.80059 553.34350 553.34350 600.52447 
##     11857     11858     11859     11860     11861     11862     11863     11864 
## 553.34350 506.16253 836.42933 600.52447 553.34350 553.34350 553.34350 553.34350 
##     11865     11866     11867     11868     11869     11870     11871     11872 
## 600.52447 553.34350 742.06739 553.34350 836.42933 836.42933 553.34350 836.42933 
##     11873     11874     11875     11876     11877     11878     11879     11880 
## 789.24836 506.16253 553.34350 553.34350 553.34350 600.52447 647.70544 553.34350 
##     11881     11882     11883     11884     11885     11886     11887     11888 
## 553.34350 836.42933 836.42933 553.34350 600.52447 647.70544 553.34350 553.34350 
##     11889     11890     11891     11892     11893     11894     11895     11896 
## 411.80059 506.16253 553.34350 742.06739 742.06739 789.24836 647.70544 742.06739 
##     11897     11898     11899     11900     11901     11902     11903     11904 
## 742.06739 600.52447 694.88641 506.16253 836.42933 836.42933 836.42933 694.88641 
##     11905     11906     11907     11908     11909     11910     11911     11912 
## 553.34350 742.06739 600.52447 553.34350 506.16253 553.34350 553.34350 742.06739 
##     11913     11914     11915     11916     11917     11918     11919     11920 
## 836.42933 458.98156 647.70544 600.52447 742.06739 553.34350 647.70544 647.70544 
##     11921     11922     11923     11924     11925     11926     11927     11928 
## 600.52447 553.34350 647.70544 553.34350 553.34350 647.70544 789.24836 694.88641 
##     11929     11930     11931     11932     11933     11934     11935     11936 
## 553.34350 647.70544 789.24836 647.70544 647.70544 694.88641 553.34350 553.34350 
##     11937     11938     11939     11940     11941     11942     11943     11944 
## 553.34350 647.70544 553.34350 647.70544 553.34350 836.42933 553.34350 647.70544 
##     11945     11946     11947     11948     11949     11950     11951     11952 
## 553.34350 600.52447 600.52447 647.70544 553.34350 742.06739 742.06739 364.61962 
##     11953     11954     11955     11956     11957     11958     11959     11960 
## 694.88641 836.42933 600.52447 458.98156 742.06739 742.06739 600.52447 553.34350 
##     11961     11962     11963     11964     11965     11966     11967     11968 
## 836.42933 553.34350 553.34350 553.34350 553.34350 647.70544 789.24836 789.24836 
##     11969     11970     11971     11972     11973     11974     11975     11976 
## 364.61962 364.61962 647.70544 553.34350 836.42933 553.34350 364.61962 647.70544 
##     11977     11978     11979     11980     11981     11982     11983     11984 
## 553.34350 600.52447 789.24836 553.34350 553.34350 600.52447 742.06739 600.52447 
##     11985     11986     11987     11988     11989     11990     11991     11992 
## 553.34350 789.24836 742.06739 742.06739 647.70544 836.42933 553.34350 836.42933 
##     11993     11994     11995     11996     11997     11998     11999     12000 
## 600.52447 742.06739 694.88641 789.24836 553.34350 647.70544 553.34350 553.34350 
##     12001     12002     12003     12004     12005     12006     12007     12008 
## 647.70544 553.34350 836.42933 553.34350 553.34350 553.34350 553.34350 600.52447 
##     12009     12010     12011     12012     12013     12014     12015     12016 
## 600.52447 553.34350 553.34350 553.34350 742.06739 694.88641 506.16253 647.70544 
##     12017     12018     12019     12020     12021     12022     12023     12024 
## 600.52447 789.24836 553.34350 553.34350 742.06739 836.42933 553.34350 553.34350 
##     12025     12026     12027     12028     12029     12030     12031     12032 
## 553.34350 742.06739 836.42933 836.42933 694.88641 553.34350 553.34350 647.70544 
##     12033     12034     12035     12036     12037     12038     12039     12040 
## 742.06739 553.34350 553.34350 458.98156 553.34350 742.06739 836.42933 364.61962 
##     12041     12042     12043     12044     12045     12046     12047     12048 
## 694.88641 364.61962 317.43865 553.34350 458.98156 553.34350 742.06739 742.06739 
##     12049     12050     12051     12052     12053     12054     12055     12056 
## 742.06739 553.34350 553.34350 553.34350 836.42933 742.06739 553.34350 600.52447 
##     12057     12058     12059     12060     12061     12062     12063     12064 
## 742.06739 647.70544 553.34350 836.42933 742.06739 128.71476 600.52447 742.06739 
##     12065     12066     12067     12068     12069     12070     12071     12072 
## 742.06739 553.34350 836.42933 553.34350 789.24836 647.70544 506.16253 742.06739 
##     12073     12074     12075     12076     12077     12078     12079     12080 
## 836.42933 553.34350 553.34350 836.42933 694.88641 553.34350 553.34350 553.34350 
##     12081     12082     12083     12084     12085     12086     12087     12088 
## 600.52447 553.34350 789.24836 553.34350 647.70544 553.34350 600.52447 742.06739 
##     12089     12090     12091     12092     12093     12094     12095     12096 
## 553.34350 742.06739 506.16253 600.52447 647.70544 647.70544 600.52447 553.34350 
##     12097     12098     12099     12100     12101     12102     12103     12104 
## 789.24836 553.34350 647.70544 789.24836 742.06739 647.70544 506.16253 600.52447 
##     12105     12106     12107     12108     12109     12110     12111     12112 
## 553.34350 553.34350 553.34350 600.52447 694.88641 600.52447 600.52447 836.42933 
##     12113     12114     12115     12116     12117     12118     12119     12120 
## 553.34350 553.34350 411.80059 836.42933 836.42933 553.34350 553.34350 553.34350 
##     12121     12122     12123     12124     12125     12126     12127     12128 
## 742.06739 836.42933 553.34350 647.70544 836.42933 553.34350 553.34350 789.24836 
##     12129     12130     12131     12132     12133     12134     12135     12136 
## 553.34350 600.52447 600.52447 694.88641 647.70544 553.34350 553.34350 789.24836 
##     12137     12138     12139     12140     12141     12142     12143     12144 
## 647.70544 600.52447 600.52447 647.70544 647.70544 742.06739 553.34350 647.70544 
##     12145     12146     12147     12148     12149     12150     12151     12152 
## 553.34350 364.61962 836.42933 553.34350 647.70544 553.34350 789.24836 836.42933 
##     12153     12154     12155     12156     12157     12158     12159     12160 
## 553.34350 647.70544 742.06739 553.34350 836.42933 553.34350 553.34350 742.06739 
##     12161     12162     12163     12164     12165     12166     12167     12168 
## 694.88641 553.34350 506.16253 553.34350 553.34350 742.06739 647.70544 553.34350 
##     12169     12170     12171     12172     12173     12174     12175     12176 
## 553.34350 553.34350 742.06739 553.34350 836.42933 694.88641 553.34350 600.52447 
##     12177     12178     12179     12180     12181     12182     12183     12184 
## 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##     12185     12186     12187     12188     12189     12190     12191     12192 
## 647.70544 836.42933 600.52447 742.06739 600.52447 742.06739 364.61962 553.34350 
##     12193     12194     12195     12196     12197     12198     12199     12200 
## 742.06739 742.06739 647.70544 742.06739 553.34350 647.70544 364.61962 553.34350 
##     12201     12202     12203     12204     12205     12206     12207     12208 
## 694.88641 647.70544 647.70544 553.34350 411.80059 647.70544 553.34350 742.06739 
##     12209     12210     12211     12212     12213     12214     12215     12216 
## 364.61962 553.34350 742.06739 600.52447 742.06739 553.34350 647.70544 647.70544 
##     12217     12218     12219     12220     12221     12222     12223     12224 
## 647.70544 553.34350 789.24836 553.34350 553.34350 553.34350 553.34350 742.06739 
##     12225     12226     12227     12228     12229     12230     12231     12232 
## 647.70544 789.24836 647.70544 742.06739 411.80059 742.06739 553.34350 600.52447 
##     12233     12234     12235     12236     12237     12238     12239     12240 
## 836.42933 553.34350 553.34350 553.34350 742.06739 600.52447 694.88641 553.34350 
##     12241     12242     12243     12244     12245     12246     12247     12248 
## 553.34350 647.70544 600.52447 836.42933 553.34350 742.06739 458.98156 694.88641 
##     12249     12250     12251     12252     12253     12254     12255     12256 
## 742.06739 742.06739 789.24836 742.06739 317.43865 647.70544 553.34350 553.34350 
##     12257     12258     12259     12260     12261     12262     12263     12264 
## 742.06739 836.42933 647.70544 836.42933 553.34350 553.34350 458.98156 553.34350 
##     12265     12266     12267     12268     12269     12270     12271     12272 
## 836.42933 647.70544 647.70544 553.34350 553.34350 553.34350 553.34350 647.70544 
##     12273     12274     12275     12276     12277     12278     12279     12280 
## 836.42933 647.70544 742.06739 553.34350 553.34350 553.34350 836.42933 553.34350 
##     12281     12282     12283     12284     12285     12286     12287     12288 
## 553.34350 600.52447 742.06739 600.52447 694.88641 553.34350 836.42933 553.34350 
##     12289     12290     12291     12292     12293     12294     12295     12296 
## 411.80059 742.06739 506.16253 364.61962 553.34350 694.88641 364.61962 647.70544 
##     12297     12298     12299     12300     12301     12302     12303     12304 
## 836.42933 647.70544 553.34350 600.52447 553.34350 506.16253 553.34350 553.34350 
##     12305     12306     12307     12308     12309     12310     12311     12312 
## 600.52447 789.24836 742.06739 364.61962 553.34350 742.06739 836.42933 458.98156 
##     12313     12314     12315     12316     12317     12318     12319     12320 
## 506.16253 553.34350 553.34350 553.34350 553.34350 742.06739 553.34350 836.42933 
##     12321     12322     12323     12324     12325     12326     12327     12328 
## 742.06739 742.06739 553.34350 553.34350 553.34350 789.24836 742.06739 553.34350 
##     12329     12330     12331     12332     12333     12334     12335     12336 
## 600.52447 553.34350 553.34350 742.06739 742.06739 742.06739 647.70544 553.34350 
##     12337     12338     12339     12340     12341     12342     12343     12344 
## 647.70544 553.34350 647.70544 789.24836 836.42933 553.34350 742.06739 553.34350 
##     12345     12346     12347     12348     12349     12350     12351     12352 
## 553.34350 742.06739 553.34350 553.34350 836.42933 647.70544 553.34350 553.34350 
##     12353     12354     12355     12356     12357     12358     12359     12360 
## 553.34350 694.88641 506.16253 553.34350 647.70544 506.16253 553.34350 364.61962 
##     12361     12362     12363     12364     12365     12366     12367     12368 
## 647.70544 742.06739 742.06739 553.34350 553.34350 836.42933 742.06739 742.06739 
##     12369     12370     12371     12372     12373     12374     12375     12376 
## 553.34350 553.34350 553.34350 553.34350 647.70544 694.88641 600.52447 553.34350 
##     12377     12378     12379     12380     12381     12382     12383     12384 
## 553.34350 553.34350 742.06739 742.06739 742.06739 600.52447 600.52447 647.70544 
##     12385     12386     12387     12388     12389     12390     12391     12392 
## 836.42933 789.24836 553.34350 553.34350 694.88641 364.61962 836.42933 506.16253 
##     12393     12394     12395     12396     12397     12398     12399     12400 
## 742.06739 742.06739 694.88641 742.06739 553.34350 836.42933 458.98156 553.34350 
##     12401     12402     12403     12404     12405     12406     12407     12408 
## 647.70544 836.42933 553.34350 600.52447 364.61962 506.16253 553.34350 742.06739 
##     12409     12410     12411     12412     12413     12414     12415     12416 
## 553.34350 553.34350 553.34350 553.34350 742.06739 836.42933 742.06739 553.34350 
##     12417     12418     12419     12420     12421     12422     12423     12424 
##  81.53379 647.70544 553.34350 742.06739 742.06739 600.52447 600.52447 742.06739 
##     12425     12426     12427     12428     12429     12430     12431     12432 
## 553.34350 553.34350 553.34350 553.34350 647.70544 742.06739 553.34350 600.52447 
##     12433     12434     12435     12436     12437     12438     12439     12440 
## 553.34350 553.34350 411.80059 600.52447 553.34350 647.70544 553.34350 553.34350 
##     12441     12442     12443     12444     12445     12446     12447     12448 
## 600.52447 553.34350 553.34350 553.34350 553.34350 553.34350 364.61962 553.34350 
##     12449     12450     12451     12452     12453     12454     12455     12456 
## 836.42933 600.52447 553.34350 742.06739 742.06739 553.34350 789.24836 553.34350 
##     12457     12458     12459     12460     12461     12462     12463     12464 
## 789.24836 836.42933 836.42933 647.70544 553.34350 742.06739 789.24836 742.06739 
##     12465     12466     12467     12468     12469     12470     12471     12472 
## 836.42933 647.70544 553.34350 742.06739 647.70544 553.34350 742.06739 836.42933 
##     12473     12474     12475     12476     12477     12478     12479     12480 
## 742.06739 553.34350 553.34350 364.61962 836.42933 553.34350 836.42933 553.34350 
##     12481     12482     12483     12484     12485     12486     12487     12488 
## 742.06739 553.34350 553.34350 600.52447 364.61962 553.34350 553.34350 600.52447 
##     12489     12490     12491     12492     12493     12494     12495     12496 
## 553.34350 506.16253 553.34350 553.34350 836.42933 364.61962 553.34350 836.42933 
##     12497     12498     12499     12500     12501     12502     12503     12504 
## 553.34350 647.70544 647.70544 553.34350 742.06739 789.24836 553.34350 506.16253 
##     12505     12506     12507     12508     12509     12510     12511     12512 
## 647.70544 742.06739 600.52447 553.34350 600.52447 647.70544 742.06739 458.98156 
##     12513     12514     12515     12516     12517     12518     12519     12520 
## 553.34350 553.34350 742.06739 694.88641 553.34350 694.88641 553.34350 553.34350 
##     12521     12522     12523     12524     12525     12526     12527     12528 
## 600.52447 836.42933 789.24836 600.52447 742.06739 364.61962 364.61962 836.42933 
##     12529     12530     12531     12532     12533     12534     12535     12536 
## 553.34350 506.16253 553.34350 553.34350 553.34350 553.34350 600.52447 364.61962 
##     12537     12538     12539     12540     12541     12542     12543     12544 
## 694.88641 553.34350 553.34350 506.16253 553.34350 742.06739 600.52447 694.88641 
##     12545     12546     12547     12548     12549     12550     12551     12552 
## 647.70544 553.34350 553.34350 553.34350 600.52447 694.88641 742.06739 647.70544 
##     12553     12554     12555     12556     12557     12558     12559     12560 
## 364.61962 647.70544 553.34350 553.34350 647.70544 553.34350 553.34350 553.34350 
##     12561     12562     12563     12564     12565     12566     12567     12568 
## 836.42933 175.89573 553.34350 553.34350 553.34350 553.34350 553.34350 742.06739 
##     12569     12570     12571     12572     12573     12574     12575     12576 
## 553.34350 553.34350 647.70544 836.42933 694.88641 836.42933 553.34350 553.34350 
##     12577     12578     12579     12580     12581     12582     12583     12584 
## 836.42933 742.06739 553.34350 553.34350 411.80059 553.34350 553.34350 553.34350 
##     12585     12586     12587     12588     12589     12590     12591     12592 
## 742.06739 553.34350 647.70544 836.42933 553.34350 364.61962 789.24836 411.80059 
##     12593     12594     12595     12596     12597     12598     12599     12600 
## 553.34350 647.70544 553.34350 553.34350 647.70544 506.16253 836.42933 553.34350 
##     12601     12602     12603     12604     12605     12606     12607     12608 
## 836.42933 600.52447 742.06739 553.34350 553.34350 836.42933 694.88641 553.34350 
##     12609     12610     12611     12612     12613     12614     12615     12616 
## 553.34350 694.88641 742.06739 742.06739 836.42933 553.34350 -12.82815 553.34350 
##     12617     12618     12619     12620     12621     12622     12623     12624 
## 553.34350 364.61962 742.06739 647.70544 694.88641 600.52447 836.42933 364.61962 
##     12625     12626     12627     12628     12629     12630     12631     12632 
## 553.34350 553.34350 553.34350 789.24836 836.42933 647.70544 364.61962 742.06739 
##     12633     12634     12635     12636     12637     12638     12639     12640 
## 600.52447 836.42933 647.70544 836.42933 742.06739 647.70544 742.06739 553.34350 
##     12641     12642     12643     12644     12645     12646     12647     12648 
## 742.06739 553.34350 553.34350 742.06739 742.06739 836.42933 836.42933 836.42933 
##     12649     12650     12651     12652     12653     12654     12655     12656 
## 647.70544 836.42933 836.42933 742.06739 553.34350 647.70544 553.34350 270.25768 
##     12657     12658     12659     12660     12661     12662     12663     12664 
## 128.71476 553.34350 553.34350 458.98156 553.34350 364.61962 600.52447 742.06739 
##     12665     12666     12667     12668     12669     12670     12671     12672 
## 836.42933 553.34350 836.42933 647.70544 694.88641 789.24836 506.16253 694.88641 
##     12673     12674     12675     12676     12677     12678     12679     12680 
## 553.34350 553.34350 553.34350 458.98156 742.06739 694.88641 553.34350 789.24836 
##     12681     12682     12683     12684     12685     12686     12687     12688 
## 836.42933 647.70544 836.42933 647.70544 553.34350 742.06739 553.34350 364.61962 
##     12689     12690     12691     12692     12693     12694     12695     12696 
## 553.34350 553.34350 458.98156 553.34350 647.70544 553.34350 694.88641 694.88641 
##     12697     12698     12699     12700     12701     12702     12703     12704 
## 694.88641 553.34350 553.34350 600.52447 742.06739 647.70544 600.52447 553.34350 
##     12705     12706     12707     12708     12709     12710     12711     12712 
## 458.98156 506.16253 600.52447 553.34350 742.06739 647.70544 694.88641 647.70544 
##     12713     12714     12715     12716     12717     12718     12719     12720 
## 553.34350 694.88641 553.34350 742.06739 553.34350 742.06739 789.24836 647.70544 
##     12721     12722     12723     12724     12725     12726     12727     12728 
## 553.34350 553.34350 553.34350 600.52447 836.42933 553.34350 647.70544 647.70544 
##     12729     12730     12731     12732     12733     12734     12735     12736 
## 647.70544 553.34350 694.88641 553.34350 789.24836 742.06739 694.88641 600.52447 
##     12737     12738     12739     12740     12741     12742     12743     12744 
## 458.98156 553.34350 553.34350 742.06739 553.34350 647.70544 553.34350 742.06739 
##     12745     12746     12747     12748     12749     12750     12751     12752 
## 647.70544 600.52447 553.34350 553.34350 458.98156 553.34350 553.34350 742.06739 
##     12753     12754     12755     12756     12757     12758     12759     12760 
## 553.34350 553.34350 553.34350 553.34350 600.52447 600.52447 647.70544 553.34350 
##     12761     12762     12763     12764     12765     12766     12767     12768 
## 553.34350 -12.82815 742.06739 694.88641 553.34350 553.34350 553.34350 506.16253 
##     12769     12770     12771     12772     12773     12774     12775     12776 
## 647.70544 553.34350 836.42933 553.34350 553.34350 411.80059 742.06739 836.42933 
##     12777     12778     12779     12780     12781     12782     12783     12784 
## 742.06739 647.70544 553.34350 647.70544 553.34350 647.70544 600.52447 553.34350 
##     12785     12786     12787     12788     12789     12790     12791     12792 
## 553.34350 553.34350 742.06739 553.34350 553.34350 600.52447 553.34350 553.34350 
##     12793     12794     12795     12796     12797     12798     12799     12800 
## 694.88641 553.34350 694.88641 553.34350 647.70544 836.42933 553.34350 553.34350 
##     12801     12802     12803     12804     12805     12806     12807     12808 
## 553.34350 647.70544 553.34350 553.34350 553.34350 553.34350 553.34350 694.88641 
##     12809     12810     12811     12812     12813     12814     12815     12816 
## 553.34350 553.34350 553.34350 553.34350 364.61962 553.34350 553.34350 647.70544 
##     12817     12818     12819     12820     12821     12822     12823     12824 
## 600.52447 553.34350 506.16253 553.34350 553.34350 694.88641 553.34350 600.52447 
##     12825     12826     12827     12828     12829     12830     12831     12832 
## 600.52447 458.98156 553.34350 553.34350 553.34350 836.42933 600.52447 411.80059 
##     12833     12834     12835     12836     12837     12838     12839     12840 
## 553.34350 647.70544 742.06739 836.42933 553.34350 647.70544 836.42933 458.98156 
##     12841     12842     12843     12844     12845     12846     12847     12848 
## 600.52447 600.52447 553.34350 553.34350 694.88641 553.34350 553.34350 553.34350 
##     12849     12850     12851     12852     12853     12854     12855     12856 
## 647.70544 553.34350 836.42933 647.70544 789.24836 600.52447 742.06739 553.34350 
##     12857     12858     12859     12860     12861     12862     12863     12864 
## 836.42933 553.34350 742.06739 742.06739 553.34350 647.70544 553.34350 553.34350 
##     12865     12866     12867     12868     12869     12870     12871     12872 
## 694.88641 553.34350 553.34350 553.34350 836.42933 553.34350 553.34350 553.34350 
##     12873     12874     12875     12876     12877     12878     12879     12880 
## 694.88641 553.34350 647.70544 553.34350 742.06739 742.06739 836.42933 600.52447 
##     12881     12882     12883     12884     12885     12886     12887     12888 
## 742.06739 600.52447 694.88641 553.34350 553.34350 647.70544 600.52447 553.34350 
##     12889     12890     12891     12892     12893     12894     12895     12896 
## 553.34350 553.34350 836.42933 553.34350 647.70544 789.24836 553.34350 553.34350 
##     12897     12898     12899     12900     12901     12902     12903     12904 
## 647.70544 553.34350 553.34350 836.42933 742.06739 506.16253 553.34350 553.34350 
##     12905     12906     12907     12908     12909     12910     12911     12912 
## 364.61962 600.52447 458.98156 836.42933 694.88641 600.52447 553.34350 553.34350 
##     12913     12914     12915     12916     12917     12918     12919     12920 
## 694.88641 553.34350 553.34350 742.06739 553.34350 553.34350 553.34350 553.34350 
##     12921     12922     12923     12924     12925     12926     12927     12928 
## 647.70544 789.24836 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##     12929     12930     12931     12932     12933     12934     12935     12936 
## 553.34350 742.06739 553.34350 364.61962 553.34350 647.70544 647.70544 553.34350 
##     12937     12938     12939     12940     12941     12942     12943     12944 
## 694.88641 553.34350 553.34350 647.70544 600.52447 600.52447 553.34350 553.34350 
##     12945     12946     12947     12948     12949     12950     12951     12952 
## 553.34350 553.34350 553.34350 694.88641 553.34350 553.34350 742.06739 694.88641 
##     12953     12954     12955     12956     12957     12958     12959     12960 
## 836.42933 694.88641 836.42933 553.34350 694.88641 506.16253 647.70544 553.34350 
##     12961     12962     12963     12964     12965     12966     12967     12968 
## 553.34350 553.34350 742.06739 600.52447 506.16253 647.70544 600.52447 553.34350 
##     12969     12970     12971     12972     12973     12974     12975     12976 
## 553.34350 742.06739 742.06739 742.06739 553.34350 836.42933 742.06739 742.06739 
##     12977     12978     12979     12980     12981     12982     12983     12984 
## 647.70544 742.06739 553.34350 742.06739 742.06739 553.34350 694.88641 458.98156 
##     12985     12986     12987     12988     12989     12990     12991     12992 
## 836.42933 742.06739 836.42933 647.70544 647.70544 836.42933 742.06739 742.06739 
##     12993     12994     12995     12996     12997     12998     12999     13000 
## 553.34350 742.06739 600.52447 694.88641 742.06739 553.34350 742.06739 742.06739 
##     13001     13002     13003     13004     13005     13006     13007     13008 
## 553.34350 742.06739 553.34350 364.61962 742.06739 647.70544 742.06739 742.06739 
##     13009     13010     13011     13012     13013     13014     13015     13016 
## 553.34350 553.34350 600.52447 836.42933 836.42933 600.52447 789.24836 553.34350 
##     13017     13018     13019     13020     13021     13022     13023     13024 
## 553.34350 553.34350 364.61962 742.06739 694.88641 553.34350 553.34350 742.06739 
##     13025     13026     13027     13028     13029     13030     13031     13032 
## 553.34350 600.52447 553.34350 647.70544 694.88641 742.06739 694.88641 742.06739 
##     13033     13034     13035     13036     13037     13038     13039     13040 
## 647.70544 647.70544 836.42933 836.42933 836.42933 600.52447 553.34350 553.34350 
##     13041     13042     13043     13044     13045     13046     13047     13048 
## 600.52447 553.34350 553.34350 647.70544 742.06739 553.34350 553.34350 553.34350 
##     13049     13050     13051     13052     13053     13054     13055     13056 
## 553.34350 836.42933 742.06739 836.42933 553.34350 553.34350 742.06739 836.42933 
##     13057     13058     13059     13060     13061     13062     13063     13064 
## 742.06739 647.70544 600.52447 364.61962 553.34350 742.06739 742.06739 506.16253 
##     13065     13066     13067     13068     13069     13070     13071     13072 
## 600.52447 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 364.61962 
##     13073     13074     13075     13076     13077     13078     13079     13080 
## 553.34350 553.34350 836.42933 836.42933 789.24836 836.42933 836.42933 553.34350 
##     13081     13082     13083     13084     13085     13086     13087     13088 
## 553.34350 553.34350 553.34350 553.34350 600.52447 553.34350 836.42933 742.06739 
##     13089     13090     13091     13092     13093     13094     13095     13096 
## 553.34350 553.34350 553.34350 600.52447 506.16253 836.42933 836.42933 553.34350 
##     13097     13098     13099     13100     13101     13102     13103     13104 
## 553.34350 553.34350 411.80059 600.52447 364.61962 836.42933 553.34350 694.88641 
##     13105     13106     13107     13108     13109     13110     13111     13112 
## 553.34350 836.42933 553.34350 553.34350 506.16253 553.34350 553.34350 553.34350 
##     13113     13114     13115     13116     13117     13118     13119     13120 
## 836.42933 553.34350 836.42933 600.52447 600.52447 647.70544 836.42933 553.34350 
##     13121     13122     13123     13124     13125     13126     13127     13128 
## 553.34350 553.34350 600.52447 553.34350 742.06739 694.88641 647.70544 742.06739 
##     13129     13130     13131     13132     13133     13134     13135     13136 
## 553.34350 836.42933 742.06739 742.06739 553.34350 742.06739 836.42933 458.98156 
##     13137     13138     13139     13140     13141     13142     13143     13144 
## 600.52447 836.42933 647.70544 647.70544 553.34350 836.42933 742.06739 694.88641 
##     13145     13146     13147     13148     13149     13150     13151     13152 
## 553.34350 553.34350 694.88641 553.34350 553.34350 553.34350 553.34350 553.34350 
##     13153     13154     13155     13156     13157     13158     13159     13160 
## 553.34350 742.06739  81.53379 553.34350 647.70544 553.34350 506.16253 553.34350 
##     13161     13162     13163     13164     13165     13166     13167     13168 
## 553.34350 742.06739 694.88641 742.06739 553.34350 742.06739 742.06739 742.06739 
##     13169     13170     13171     13172     13173     13174     13175     13176 
## 789.24836 836.42933 836.42933 647.70544 600.52447 553.34350 742.06739 411.80059 
##     13177     13178     13179     13180     13181     13182     13183     13184 
## -12.82815 694.88641 553.34350 694.88641 553.34350 553.34350 600.52447 836.42933 
##     13185     13186     13187     13188     13189     13190     13191     13192 
## 836.42933 553.34350 836.42933 694.88641 411.80059 458.98156 836.42933 647.70544 
##     13193     13194     13195     13196     13197     13198     13199     13200 
## 600.52447 836.42933 553.34350 836.42933 836.42933 742.06739 647.70544 506.16253 
##     13201     13202     13203     13204     13205     13206     13207     13208 
## 694.88641 553.34350 553.34350 553.34350 647.70544 647.70544 836.42933 553.34350 
##     13209     13210     13211     13212     13213     13214     13215     13216 
## 600.52447 506.16253 836.42933 553.34350 553.34350 364.61962 600.52447 836.42933 
##     13217     13218     13219     13220     13221     13222     13223     13224 
## 742.06739 411.80059 647.70544 553.34350 742.06739 836.42933 506.16253 600.52447 
##     13225     13226     13227     13228     13229     13230     13231     13232 
## 553.34350 553.34350 506.16253 647.70544 553.34350 553.34350 506.16253 600.52447 
##     13233     13234     13235     13236     13237     13238     13239     13240 
## 600.52447 553.34350 647.70544 553.34350 647.70544 647.70544 553.34350 553.34350 
##     13241     13242     13243     13244     13245     13246     13247     13248 
## 553.34350 742.06739 553.34350 553.34350 647.70544 553.34350 836.42933 553.34350 
##     13249     13250     13251     13252     13253     13254     13255     13256 
## 553.34350 553.34350 364.61962 458.98156 836.42933 600.52447 506.16253 647.70544 
##     13257     13258     13259     13260     13261     13262     13263     13264 
## 553.34350 742.06739 647.70544 600.52447 647.70544 789.24836 553.34350 553.34350 
##     13265     13266     13267     13268     13269     13270     13271     13272 
## 553.34350 553.34350 836.42933 553.34350 553.34350 789.24836 836.42933 553.34350 
##     13273     13274     13275     13276     13277     13278     13279     13280 
## 458.98156 553.34350 836.42933 553.34350 553.34350 553.34350 742.06739 694.88641 
##     13281     13282     13283     13284     13285     13286     13287     13288 
## 647.70544 600.52447 270.25768 742.06739 553.34350 789.24836 836.42933 553.34350 
##     13289     13290     13291     13292     13293     13294     13295     13296 
## 458.98156 506.16253 742.06739 742.06739 553.34350 411.80059 647.70544 742.06739 
##     13297     13298     13299     13300     13301     13302     13303     13304 
## 789.24836 836.42933 742.06739 836.42933 836.42933 553.34350 647.70544 553.34350 
##     13305     13306     13307     13308     13309     13310     13311     13312 
## 836.42933 742.06739 553.34350 553.34350 553.34350 458.98156 506.16253 742.06739 
##     13313     13314     13315     13316     13317     13318     13319     13320 
## 458.98156 553.34350 553.34350 553.34350 742.06739 553.34350 600.52447 647.70544 
##     13321     13322     13323     13324     13325     13326     13327     13328 
## 836.42933 553.34350 553.34350 553.34350 647.70544 553.34350 553.34350 553.34350 
##     13329     13330     13331     13332     13333     13334     13335     13336 
## 506.16253 600.52447 742.06739 789.24836 600.52447 836.42933 836.42933 553.34350 
##     13337     13338     13339     13340     13341     13342     13343     13344 
## 647.70544 789.24836 647.70544 742.06739 836.42933 553.34350 553.34350 694.88641 
##     13345     13346     13347     13348     13349     13350     13351     13352 
## 600.52447 694.88641 742.06739 553.34350 364.61962 553.34350 600.52447 458.98156 
##     13353     13354     13355     13356     13357     13358     13359     13360 
## 553.34350 694.88641 647.70544 364.61962 553.34350 364.61962 364.61962 553.34350 
##     13361     13362     13363     13364     13365     13366     13367     13368 
## 553.34350 553.34350 836.42933 742.06739 742.06739 647.70544 553.34350 647.70544 
##     13369     13370     13371     13372     13373     13374     13375     13376 
## 553.34350 553.34350 742.06739 742.06739 836.42933 553.34350 553.34350 553.34350 
##     13377     13378     13379     13380     13381     13382     13383     13384 
## 742.06739 836.42933 553.34350 789.24836 506.16253 553.34350 600.52447 836.42933 
##     13385     13386     13387     13388     13389     13390     13391     13392 
## 647.70544 742.06739 647.70544 742.06739 553.34350 553.34350 458.98156 789.24836 
##     13393     13394     13395     13396     13397     13398     13399     13400 
## 411.80059 647.70544 553.34350 836.42933 553.34350 600.52447 506.16253 600.52447 
##     13401     13402     13403     13404     13405     13406     13407     13408 
## 600.52447 553.34350 836.42933 647.70544 647.70544 742.06739 553.34350 694.88641 
##     13409     13410     13411     13412     13413     13414     13415     13416 
## 553.34350 458.98156 458.98156 458.98156 553.34350 742.06739 647.70544 553.34350 
##     13417     13418     13419     13420     13421     13422     13423     13424 
## 553.34350 836.42933 506.16253 553.34350 647.70544 694.88641 553.34350 647.70544 
##     13425     13426     13427     13428     13429     13430     13431     13432 
## 836.42933 506.16253 506.16253 553.34350 553.34350 742.06739 742.06739 742.06739 
##     13433     13434     13435     13436     13437     13438     13439     13440 
## 553.34350 647.70544 506.16253 458.98156 647.70544 647.70544 742.06739 742.06739 
##     13441     13442     13443     13444     13445     13446     13447     13448 
## 789.24836 742.06739 647.70544 553.34350 789.24836 553.34350 553.34350 836.42933 
##     13449     13450     13451     13452     13453     13454     13455     13456 
## 742.06739 742.06739 647.70544 647.70544 553.34350 553.34350 600.52447 742.06739 
##     13457     13458     13459     13460     13461     13462     13463     13464 
## 742.06739 647.70544 458.98156 553.34350 600.52447 553.34350 600.52447 694.88641 
##     13465     13466     13467     13468     13469     13470     13471     13472 
## 553.34350 742.06739 742.06739 742.06739 836.42933 553.34350 742.06739 600.52447 
##     13473     13474     13475     13476     13477     13478     13479     13480 
## 553.34350 553.34350 647.70544 647.70544 742.06739 647.70544 742.06739 600.52447 
##     13481     13482     13483     13484     13485     13486     13487     13488 
## 553.34350 506.16253 647.70544 836.42933 553.34350 789.24836 553.34350 553.34350 
##     13489     13490     13491     13492     13493     13494     13495     13496 
## 553.34350 694.88641 647.70544 647.70544 506.16253 553.34350 789.24836 836.42933 
##     13497     13498     13499     13500     13501     13502     13503     13504 
## 553.34350 647.70544 553.34350 506.16253 553.34350 553.34350 506.16253 553.34350 
##     13505     13506     13507     13508     13509     13510     13511     13512 
## 553.34350 647.70544 789.24836 553.34350 553.34350 458.98156 647.70544 553.34350 
##     13513     13514     13515     13516     13517     13518     13519     13520 
## 553.34350 647.70544 600.52447 458.98156 647.70544 553.34350 742.06739 553.34350 
##     13521     13522     13523     13524     13525     13526     13527     13528 
## 647.70544 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 742.06739 
##     13529     13530     13531     13532     13533     13534     13535     13536 
## 553.34350 553.34350 506.16253 647.70544 647.70544 553.34350 506.16253 600.52447 
##     13537     13538     13539     13540     13541     13542     13543     13544 
## 742.06739 553.34350 458.98156 742.06739 600.52447 600.52447 553.34350 553.34350 
##     13545     13546     13547     13548     13549     13550     13551     13552 
## 553.34350 553.34350 364.61962 553.34350 458.98156 553.34350 553.34350 553.34350 
##     13553     13554     13555     13556     13557     13558     13559     13560 
## 553.34350 553.34350 553.34350 553.34350 458.98156 553.34350 553.34350 742.06739 
##     13561     13562     13563     13564     13565     13566     13567     13568 
## 553.34350 506.16253 742.06739 742.06739 553.34350 742.06739 742.06739 647.70544 
##     13569     13570     13571     13572     13573     13574     13575     13576 
## 836.42933 364.61962 836.42933 600.52447 742.06739 836.42933 411.80059 411.80059 
##     13577     13578     13579     13580     13581     13582     13583     13584 
## 411.80059 553.34350 742.06739 836.42933 647.70544 553.34350 647.70544 506.16253 
##     13585     13586     13587     13588     13589     13590     13591     13592 
## 789.24836 647.70544 553.34350 553.34350 600.52447 506.16253 411.80059 742.06739 
##     13593     13594     13595     13596     13597     13598     13599     13600 
## 742.06739 270.25768 553.34350 647.70544 553.34350 553.34350 742.06739 600.52447 
##     13601     13602     13603     13604     13605     13606     13607     13608 
## 836.42933 411.80059 600.52447 742.06739 742.06739 742.06739 836.42933 600.52447 
##     13609     13610     13611     13612     13613     13614     13615     13616 
## 836.42933 789.24836 789.24836 647.70544 789.24836 600.52447 553.34350 553.34350 
##     13617     13618     13619     13620     13621     13622     13623     13624 
## 553.34350 789.24836 553.34350 600.52447 553.34350 647.70544 553.34350 836.42933 
##     13625     13626     13627     13628     13629     13630     13631     13632 
## 647.70544 553.34350 742.06739 458.98156 742.06739 789.24836 742.06739 317.43865 
##     13633     13634     13635     13636     13637     13638     13639     13640 
## 836.42933 742.06739 553.34350 694.88641 600.52447 600.52447 742.06739 553.34350 
##     13641     13642     13643     13644     13645     13646     13647     13648 
## 600.52447 742.06739 789.24836 553.34350 789.24836 742.06739 647.70544 789.24836 
##     13649     13650     13651     13652     13653     13654     13655     13656 
## 742.06739 223.07670 742.06739 647.70544 742.06739 836.42933 836.42933 647.70544 
##     13657     13658     13659     13660     13661     13662     13663     13664 
## 553.34350 553.34350 553.34350 836.42933 600.52447 836.42933 553.34350 742.06739 
##     13665     13666     13667     13668     13669     13670     13671     13672 
## 836.42933 694.88641 647.70544 742.06739 553.34350 506.16253 836.42933 553.34350 
##     13673     13674     13675     13676     13677     13678     13679     13680 
## 506.16253 458.98156 694.88641 789.24836 742.06739 836.42933 553.34350 742.06739 
##     13681     13682     13683     13684     13685     13686     13687     13688 
## 836.42933 836.42933 553.34350 789.24836 270.25768 -12.82815  34.35282 458.98156 
##     13689     13690     13691     13692     13693     13694     13695     13696 
## 553.34350 553.34350 600.52447 836.42933 553.34350 553.34350 836.42933 836.42933 
##     13697     13698     13699     13700     13701     13702     13703     13704 
## 600.52447 836.42933 789.24836 742.06739 836.42933 694.88641 411.80059 836.42933 
##     13705     13706     13707     13708     13709     13710     13711     13712 
## 553.34350 647.70544 836.42933 553.34350 647.70544 836.42933 836.42933 742.06739 
##     13713     13714     13715     13716     13717     13718     13719     13720 
## 694.88641 553.34350 458.98156 553.34350 836.42933 836.42933 317.43865 694.88641 
##     13721     13722     13723     13724     13725     13726     13727     13728 
## 553.34350 742.06739 600.52447 600.52447 742.06739 694.88641 553.34350 600.52447 
##     13729     13730     13731     13732     13733     13734     13735     13736 
## 553.34350 647.70544 836.42933 458.98156 647.70544 694.88641 836.42933 600.52447 
##     13737     13738     13739     13740     13741     13742     13743     13744 
## 600.52447 553.34350 553.34350 600.52447 742.06739 553.34350 600.52447 647.70544 
##     13745     13746     13747     13748     13749     13750     13751     13752 
## 553.34350 600.52447 553.34350 647.70544 694.88641 553.34350 742.06739 836.42933 
##     13753     13754     13755     13756     13757     13758     13759     13760 
## 742.06739 742.06739 647.70544 553.34350 553.34350 364.61962 553.34350 742.06739 
##     13761     13762     13763     13764     13765     13766     13767     13768 
## 600.52447 694.88641 553.34350 506.16253 647.70544 506.16253 694.88641 836.42933 
##     13769     13770     13771     13772     13773     13774     13775     13776 
## 553.34350 553.34350 647.70544 836.42933 836.42933 647.70544 836.42933 647.70544 
##     13777     13778     13779     13780     13781     13782     13783     13784 
## 694.88641 647.70544 742.06739 506.16253 553.34350 553.34350 742.06739 742.06739 
##     13785     13786     13787     13788     13789     13790     13791     13792 
## 458.98156 553.34350 647.70544 506.16253 647.70544 694.88641 553.34350 742.06739 
##     13793     13794     13795     13796     13797     13798     13799     13800 
## 742.06739 553.34350 553.34350 411.80059 553.34350 553.34350 458.98156 553.34350 
##     13801     13802     13803     13804     13805     13806     13807     13808 
## 789.24836 647.70544 647.70544 647.70544 553.34350 742.06739 600.52447 836.42933 
##     13809     13810     13811     13812     13813     13814     13815     13816 
## 223.07670 742.06739 600.52447 836.42933 553.34350 600.52447 836.42933 836.42933 
##     13817     13818     13819     13820     13821     13822     13823     13824 
## 742.06739 694.88641 647.70544 647.70544 836.42933 742.06739 789.24836 553.34350 
##     13825     13826     13827     13828     13829     13830     13831     13832 
## 553.34350 317.43865 506.16253 836.42933 553.34350 836.42933 836.42933 553.34350 
##     13833     13834     13835     13836     13837     13838     13839     13840 
## 742.06739 836.42933 836.42933 553.34350 553.34350 742.06739 458.98156 553.34350 
##     13841     13842     13843     13844     13845     13846     13847     13848 
## 836.42933 647.70544 742.06739 836.42933 553.34350 742.06739 836.42933 836.42933 
##     13849     13850     13851     13852     13853     13854     13855     13856 
## 694.88641 742.06739 742.06739 742.06739 836.42933 553.34350 458.98156 458.98156 
##     13857     13858     13859     13860     13861     13862     13863     13864 
## 364.61962 553.34350 742.06739 647.70544 506.16253 836.42933 553.34350 553.34350 
##     13865     13866     13867     13868     13869     13870     13871     13872 
## 506.16253 270.25768 553.34350 836.42933 742.06739 742.06739 553.34350 553.34350 
##     13873     13874     13875     13876     13877     13878     13879     13880 
## 600.52447 458.98156 553.34350 553.34350 411.80059 742.06739 742.06739 742.06739 
##     13881     13882     13883     13884     13885     13886     13887     13888 
## 742.06739 553.34350 506.16253 742.06739 553.34350 647.70544 742.06739 458.98156 
##     13889     13890     13891     13892     13893     13894     13895     13896 
## 647.70544 789.24836 553.34350 600.52447 789.24836 553.34350 836.42933 742.06739 
##     13897     13898     13899     13900     13901     13902     13903     13904 
## 742.06739 742.06739 364.61962 742.06739 647.70544 600.52447 694.88641 647.70544 
##     13905     13906     13907     13908     13909     13910     13911     13912 
## 553.34350 836.42933 694.88641 270.25768 553.34350 506.16253 647.70544 742.06739 
##     13913     13914     13915     13916     13917     13918     13919     13920 
## 694.88641 553.34350 647.70544 742.06739 600.52447 600.52447 836.42933 694.88641 
##     13921     13922     13923     13924     13925     13926     13927     13928 
## 553.34350 553.34350 742.06739 553.34350 836.42933 836.42933 789.24836 694.88641 
##     13929     13930     13931     13932     13933     13934     13935     13936 
## 836.42933 836.42933 553.34350 553.34350 789.24836 742.06739 600.52447 317.43865 
##     13937     13938     13939     13940     13941     13942     13943     13944 
## 742.06739 411.80059 553.34350 694.88641 789.24836 553.34350 600.52447 694.88641 
##     13945     13946     13947     13948     13949     13950     13951     13952 
## 317.43865 553.34350 506.16253 553.34350 600.52447 553.34350 553.34350 553.34350 
##     13953     13954     13955     13956     13957     13958     13959     13960 
## 553.34350 553.34350 836.42933 836.42933 647.70544 553.34350 553.34350 789.24836 
##     13961     13962     13963     13964     13965     13966     13967     13968 
## 600.52447 742.06739 742.06739 600.52447 553.34350 364.61962 553.34350 836.42933 
##     13969     13970     13971     13972     13973     13974     13975     13976 
## 458.98156 553.34350 364.61962 647.70544 600.52447 694.88641 742.06739 600.52447 
##     13977     13978     13979     13980     13981     13982     13983     13984 
## 553.34350 553.34350 647.70544 553.34350 742.06739 836.42933 742.06739 836.42933 
##     13985     13986     13987     13988     13989     13990     13991     13992 
## 789.24836 836.42933 742.06739 836.42933 836.42933 742.06739 647.70544 742.06739 
##     13993     13994     13995     13996     13997     13998     13999     14000 
## 742.06739 742.06739 836.42933 836.42933 836.42933 600.52447 694.88641 742.06739 
##     14001     14002     14003     14004     14005     14006     14007     14008 
## 553.34350 647.70544 553.34350 -12.82815 411.80059 128.71476  34.35282 647.70544 
##     14009     14010     14011     14012     14013     14014     14015     14016 
## 836.42933 836.42933 411.80059 506.16253 411.80059 553.34350 506.16253 553.34350 
##     14017     14018     14019     14020     14021     14022     14023     14024 
## 270.25768 506.16253 458.98156 411.80059 694.88641 411.80059 742.06739 647.70544 
##     14025     14026     14027     14028     14029     14030     14031     14032 
## 553.34350 411.80059 600.52447 553.34350 553.34350 458.98156 223.07670 506.16253 
##     14033     14034     14035     14036     14037     14038     14039     14040 
## 317.43865 553.34350 553.34350 553.34350 836.42933 553.34350 836.42933 836.42933 
##     14041     14042     14043     14044     14045     14046     14047     14048 
## 836.42933 742.06739 836.42933 836.42933 553.34350 836.42933 836.42933 742.06739 
##     14049     14050     14051     14052     14053     14054     14055     14056 
## 742.06739 836.42933 789.24836 789.24836 742.06739 789.24836 553.34350 742.06739 
##     14057     14058     14059     14060     14061     14062     14063     14064 
## 553.34350 553.34350 553.34350 600.52447 836.42933 742.06739 553.34350 553.34350 
##     14065     14066     14067     14068     14069     14070     14071     14072 
## 600.52447 553.34350 553.34350 836.42933 789.24836 317.43865 506.16253 553.34350 
##     14073     14074     14075     14076     14077     14078     14079     14080 
## 553.34350 836.42933 742.06739 694.88641 836.42933 836.42933 600.52447 -12.82815 
##     14081     14082     14083     14084     14085     14086     14087     14088 
##  81.53379  34.35282 -12.82815 836.42933 742.06739 836.42933 836.42933 742.06739 
##     14089     14090     14091     14092     14093     14094     14095     14096 
## 553.34350 553.34350 553.34350 411.80059 647.70544 553.34350 506.16253 836.42933 
##     14097     14098     14099     14100     14101     14102     14103     14104 
## 317.43865 836.42933 836.42933 553.34350 742.06739 553.34350 694.88641 458.98156 
##     14105     14106     14107     14108     14109     14110     14111     14112 
## 836.42933 836.42933 553.34350 836.42933 836.42933 836.42933 742.06739 742.06739 
##     14113     14114     14115     14116     14117     14118     14119     14120 
## 742.06739 836.42933 647.70544 553.34350 600.52447 836.42933 836.42933 742.06739 
##     14121     14122     14123     14124     14125     14126     14127     14128 
## 742.06739 553.34350 553.34350 600.52447 553.34350 553.34350 553.34350 742.06739 
##     14129     14130     14131     14132     14133     14134     14135     14136 
## 553.34350 553.34350 411.80059 364.61962 553.34350 742.06739 836.42933 742.06739 
##     14137     14138     14139     14140     14141     14142     14143     14144 
## 742.06739 836.42933 742.06739 742.06739 742.06739 836.42933 742.06739 553.34350 
##     14145     14146     14147     14148     14149     14150     14151     14152 
## 128.71476 506.16253 553.34350 553.34350 694.88641 600.52447 270.25768 411.80059 
##     14153     14154     14155     14156     14157     14158     14159     14160 
## 600.52447 742.06739 317.43865 553.34350 553.34350 506.16253 553.34350 742.06739 
##     14161     14162     14163     14164     14165     14166     14167     14168 
## 789.24836 553.34350 553.34350 694.88641 458.98156 506.16253 742.06739 553.34350 
##     14169     14170     14171     14172     14173     14174     14175     14176 
## 836.42933 742.06739 553.34350 458.98156 553.34350 647.70544 506.16253 270.25768 
##     14177     14178     14179     14180     14181     14182     14183     14184 
## 506.16253 836.42933 836.42933 553.34350 553.34350 836.42933 836.42933 836.42933 
##     14185     14186     14187     14188     14189     14190     14191     14192 
## 742.06739 789.24836 742.06739 647.70544 553.34350 836.42933 506.16253 364.61962 
##     14193     14194     14195     14196     14197     14198     14199     14200 
## 742.06739 836.42933 836.42933 836.42933 742.06739 836.42933 742.06739 836.42933 
##     14201     14202     14203     14204     14205     14206     14207     14208 
## 836.42933 836.42933 647.70544 836.42933 694.88641 647.70544 694.88641 553.34350 
##     14209     14210     14211     14212     14213     14214     14215     14216 
## 553.34350 553.34350 553.34350 836.42933 553.34350 836.42933 836.42933 742.06739 
##     14217     14218     14219     14220     14221     14222     14223     14224 
## 458.98156 364.61962 506.16253 647.70544 506.16253 411.80059 506.16253 553.34350 
##     14225     14226     14227     14228     14229     14230     14231     14232 
## 694.88641 789.24836 553.34350 458.98156 647.70544 836.42933 694.88641 647.70544 
##     14233     14234     14235     14236     14237     14238     14239     14240 
## 458.98156 553.34350 553.34350 742.06739 647.70544 836.42933 742.06739 742.06739 
##     14241     14242     14243     14244     14245     14246     14247     14248 
## 742.06739 742.06739 600.52447 836.42933 742.06739 742.06739 836.42933 694.88641 
##     14249     14250     14251     14252     14253     14254     14255     14256 
## 836.42933 600.52447 553.34350 364.61962 789.24836 694.88641 836.42933 836.42933 
##     14257     14258     14259     14260     14261     14262     14263     14264 
## 506.16253 553.34350 553.34350 789.24836 742.06739 836.42933 836.42933 647.70544 
##     14265     14266     14267     14268     14269     14270     14271     14272 
## 836.42933 742.06739 836.42933 836.42933 836.42933 694.88641 742.06739 553.34350 
##     14273     14274     14275     14276     14277     14278     14279     14280 
## 836.42933 836.42933 742.06739 647.70544 458.98156 553.34350 694.88641 647.70544 
##     14281     14282     14283     14284     14285     14286     14287     14288 
## 742.06739 458.98156 600.52447 553.34350 411.80059 836.42933 742.06739 836.42933 
##     14289     14290     14291     14292     14293     14294     14295     14296 
## 836.42933 742.06739 742.06739 836.42933 836.42933 647.70544 600.52447 647.70544 
##     14297     14298     14299     14300     14301     14302     14303     14304 
## 647.70544 836.42933 553.34350 836.42933 742.06739 836.42933 742.06739 742.06739 
##     14305     14306     14307     14308     14309     14310     14311     14312 
## 742.06739 836.42933 742.06739 742.06739 600.52447 836.42933 647.70544 553.34350 
##     14313     14314     14315     14316     14317     14318     14319     14320 
## 553.34350 836.42933 836.42933 742.06739 836.42933 836.42933 836.42933 694.88641 
##     14321     14322     14323     14324     14325     14326     14327     14328 
## 553.34350 600.52447 742.06739 742.06739 364.61962 742.06739 600.52447 742.06739 
##     14329     14330     14331     14332     14333     14334     14335     14336 
## 836.42933 600.52447 553.34350 742.06739 647.70544 553.34350 742.06739 694.88641 
##     14337     14338     14339     14340     14341     14342     14343     14344 
## 742.06739 836.42933 647.70544 836.42933 836.42933 742.06739 647.70544 553.34350 
##     14345     14346     14347     14348     14349     14350     14351     14352 
## 742.06739 836.42933 553.34350 553.34350 836.42933 836.42933 647.70544 742.06739 
##     14353     14354     14355     14356     14357     14358     14359     14360 
## 742.06739 836.42933 647.70544 553.34350 742.06739 742.06739 553.34350 836.42933 
##     14361     14362     14363     14364     14365     14366     14367     14368 
## 836.42933 836.42933 836.42933 836.42933 647.70544 647.70544 694.88641 836.42933 
##     14369     14370     14371     14372     14373     14374     14375     14376 
## 836.42933 647.70544 694.88641 742.06739 553.34350 789.24836 647.70544 553.34350 
##     14377     14378     14379     14380     14381     14382     14383     14384 
## 694.88641 789.24836 742.06739 789.24836 789.24836 789.24836 553.34350 742.06739 
##     14385     14386     14387     14388     14389     14390     14391     14392 
## 317.43865 553.34350 506.16253 742.06739 836.42933 742.06739 600.52447 553.34350 
##     14393     14394     14395     14396     14397     14398     14399     14400 
## 694.88641 647.70544 647.70544 789.24836 742.06739 647.70544 789.24836 789.24836 
##     14401     14402     14403     14404     14405     14406     14407     14408 
## 836.42933 647.70544 553.34350 553.34350 836.42933 742.06739 600.52447 836.42933 
##     14409     14410     14411     14412     14413     14414     14415     14416 
## 694.88641 742.06739 742.06739 553.34350 647.70544 553.34350 647.70544 789.24836 
##     14417     14418     14419     14420     14421     14422     14423     14424 
## 553.34350 836.42933 742.06739 553.34350 647.70544 600.52447 694.88641 553.34350 
##     14425     14426     14427     14428     14429     14430     14431     14432 
## 553.34350 317.43865 458.98156 553.34350 553.34350 694.88641 836.42933 647.70544 
##     14433     14434     14435     14436     14437     14438     14439     14440 
## 742.06739 836.42933 553.34350 647.70544 506.16253 270.25768 506.16253 458.98156 
##     14441     14442     14443     14444     14445     14446     14447     14448 
## 506.16253 553.34350 742.06739 647.70544 742.06739 647.70544 553.34350 553.34350 
##     14449     14450     14451     14452     14453     14454     14455     14456 
## 553.34350 553.34350 411.80059 789.24836 553.34350 553.34350 553.34350 553.34350 
##     14457     14458     14459     14460     14461     14462     14463     14464 
## 553.34350 553.34350 553.34350 647.70544 553.34350 458.98156 553.34350 553.34350 
##     14465     14466     14467     14468     14469     14470     14471     14472 
## 553.34350 836.42933 742.06739 647.70544 364.61962 553.34350 742.06739 553.34350 
##     14473     14474     14475     14476     14477     14478     14479     14480 
## 742.06739 836.42933 553.34350 553.34350 553.34350 836.42933 789.24836 600.52447 
##     14481     14482     14483     14484     14485     14486     14487     14488 
## 553.34350 553.34350 600.52447 647.70544 742.06739 742.06739 742.06739 789.24836 
##     14489     14490     14491     14492     14493     14494     14495     14496 
## 647.70544 836.42933 742.06739 647.70544 836.42933 836.42933 553.34350 553.34350 
##     14497     14498     14499     14500     14501     14502     14503     14504 
## 553.34350 553.34350 553.34350 742.06739 600.52447 553.34350 553.34350 458.98156 
##     14505     14506     14507     14508     14509     14510     14511     14512 
## 364.61962 317.43865 553.34350 694.88641 553.34350 411.80059 317.43865 647.70544 
##     14513     14514     14515     14516     14517     14518     14519     14520 
## 742.06739 647.70544 458.98156 553.34350 553.34350 506.16253 223.07670 836.42933 
##     14521     14522     14523     14524     14525     14526     14527     14528 
## 506.16253 836.42933 742.06739 553.34350 553.34350 553.34350 458.98156 506.16253 
##     14529     14530     14531     14532     14533     14534     14535     14536 
## 553.34350 128.71476 553.34350 506.16253 553.34350 694.88641 694.88641 789.24836 
##     14537     14538     14539     14540     14541     14542     14543     14544 
## 553.34350 836.42933 694.88641 694.88641 836.42933 458.98156 647.70544 553.34350 
##     14545     14546     14547     14548     14549     14550     14551     14552 
## 364.61962 836.42933 647.70544 836.42933 553.34350 836.42933 553.34350 742.06739 
##     14553     14554     14555     14556     14557     14558     14559     14560 
## 411.80059 553.34350 694.88641 600.52447 223.07670 742.06739 553.34350 553.34350 
##     14561     14562     14563     14564     14565     14566     14567     14568 
## 553.34350 458.98156 553.34350 600.52447 647.70544 742.06739 694.88641 553.34350 
##     14569     14570     14571     14572     14573     14574     14575     14576 
## 742.06739 742.06739 553.34350 647.70544 647.70544 553.34350 270.25768 600.52447 
##     14577     14578     14579     14580     14581     14582     14583     14584 
## 647.70544 600.52447 647.70544 553.34350 506.16253 -12.82815 411.80059 458.98156 
##     14585     14586     14587     14588     14589     14590     14591     14592 
## 553.34350 506.16253 458.98156 458.98156 364.61962 364.61962 553.34350 553.34350 
##     14593     14594     14595     14596     14597     14598     14599     14600 
## 458.98156 553.34350 647.70544 647.70544 458.98156 647.70544 553.34350 553.34350 
##     14601     14602     14603     14604     14605     14606     14607     14608 
## 742.06739 411.80059 694.88641 364.61962 553.34350 553.34350 600.52447 458.98156 
##     14609     14610     14611     14612     14613     14614     14615     14616 
## 553.34350 553.34350 553.34350 553.34350 458.98156 506.16253  81.53379 789.24836 
##     14617     14618     14619     14620     14621     14622     14623     14624 
## 600.52447 742.06739 553.34350 647.70544 742.06739 223.07670 506.16253 553.34350 
##     14625     14626     14627     14628     14629     14630     14631     14632 
## 411.80059  81.53379 506.16253 411.80059 553.34350 506.16253 364.61962 506.16253 
##     14633     14634     14635     14636     14637     14638     14639     14640 
## 553.34350 553.34350 553.34350 553.34350 553.34350 647.70544 836.42933 742.06739 
##     14641     14642     14643     14644     14645     14646     14647     14648 
## 836.42933 553.34350 458.98156 506.16253 647.70544 553.34350 458.98156 553.34350 
##     14649     14650     14651     14652     14653     14654     14655     14656 
## 270.25768 553.34350 647.70544 506.16253 742.06739 789.24836 553.34350 553.34350 
##     14657     14658     14659     14660     14661     14662     14663     14664 
## 836.42933 836.42933 836.42933 742.06739 553.34350 553.34350 458.98156 553.34350 
##     14665     14666     14667     14668     14669     14670     14671     14672 
## 553.34350 553.34350 553.34350 317.43865 553.34350 647.70544 553.34350 411.80059 
##     14673     14674     14675     14676     14677     14678     14679     14680 
## 789.24836 364.61962 411.80059 647.70544 553.34350 458.98156 506.16253 458.98156 
##     14681     14682     14683     14684     14685     14686     14687     14688 
## 364.61962 458.98156 364.61962 553.34350 458.98156 411.80059 458.98156 742.06739 
##     14689     14690     14691     14692     14693     14694     14695     14696 
## 694.88641 694.88641 364.61962 694.88641 553.34350 742.06739 836.42933 742.06739 
##     14697     14698     14699     14700     14701     14702     14703     14704 
## 364.61962 647.70544 553.34350 553.34350 317.43865 411.80059 553.34350 553.34350 
##     14705     14706     14707     14708     14709     14710     14711     14712 
## 553.34350 411.80059 506.16253 647.70544 553.34350 836.42933 742.06739 270.25768 
##     14713     14714     14715     14716     14717     14718     14719     14720 
## 553.34350 647.70544 553.34350 742.06739 742.06739 458.98156 364.61962 411.80059 
##     14721     14722     14723     14724     14725     14726     14727     14728 
## 458.98156 364.61962 553.34350 742.06739 411.80059  81.53379 553.34350 411.80059 
##     14729     14730     14731     14732     14733     14734     14735     14736 
## 553.34350 506.16253 506.16253 600.52447 411.80059 553.34350 506.16253 553.34350 
##     14737     14738     14739     14740     14741     14742     14743     14744 
## 600.52447 553.34350 458.98156 458.98156 458.98156 553.34350 553.34350 600.52447 
##     14745     14746     14747     14748     14749     14750     14751     14752 
## 836.42933 553.34350 506.16253 836.42933 458.98156 553.34350 411.80059 553.34350 
##     14753     14754     14755     14756     14757     14758     14759     14760 
## 553.34350 836.42933 553.34350 647.70544 553.34350 553.34350 553.34350 553.34350 
##     14761     14762     14763     14764     14765     14766     14767     14768 
## 553.34350 553.34350 553.34350 647.70544 600.52447 600.52447 364.61962 553.34350 
##     14769     14770     14771     14772     14773     14774     14775     14776 
## 553.34350 553.34350 553.34350 317.43865 506.16253 553.34350 553.34350 789.24836 
##     14777     14778     14779     14780     14781     14782     14783     14784 
## 742.06739 836.42933 600.52447 506.16253 742.06739 553.34350 553.34350 553.34350 
##     14785     14786     14787     14788     14789     14790     14791     14792 
## 742.06739 553.34350 694.88641 553.34350 553.34350 458.98156 553.34350 458.98156 
##     14793     14794     14795     14796     14797     14798     14799     14800 
## 600.52447 553.34350 647.70544 553.34350 694.88641 836.42933 553.34350 742.06739 
##     14801     14802     14803     14804     14805     14806     14807     14808 
## 836.42933 742.06739 553.34350 647.70544 270.25768 553.34350 553.34350 789.24836 
##     14809     14810     14811     14812     14813     14814     14815     14816 
## 553.34350 506.16253 553.34350 553.34350 600.52447 458.98156 742.06739 553.34350 
##     14817     14818     14819     14820     14821     14822     14823     14824 
## 742.06739 553.34350 742.06739 458.98156 364.61962 742.06739 694.88641 364.61962 
##     14825     14826     14827     14828     14829     14830     14831     14832 
## 553.34350 506.16253 694.88641 506.16253 553.34350 553.34350 553.34350 553.34350 
##     14833     14834     14835     14836     14837     14838     14839     14840 
## 742.06739 647.70544 317.43865 836.42933 647.70544 458.98156 458.98156 553.34350 
##     14841     14842     14843     14844     14845     14846     14847     14848 
## 270.25768 553.34350 553.34350 506.16253 364.61962 553.34350 600.52447 364.61962 
##     14849     14850     14851     14852     14853     14854     14855     14856 
## 506.16253 553.34350 553.34350 553.34350 647.70544 647.70544 553.34350 458.98156 
##     14857     14858     14859     14860     14861     14862     14863     14864 
## 411.80059 553.34350 742.06739 553.34350 270.25768 600.52447 836.42933 553.34350 
##     14865     14866     14867     14868     14869     14870     14871     14872 
## 553.34350 647.70544 458.98156 647.70544 742.06739 506.16253 553.34350 553.34350 
##     14873     14874     14875     14876     14877     14878     14879     14880 
## 553.34350 553.34350 553.34350 647.70544 836.42933 270.25768 553.34350 553.34350 
##     14881     14882     14883     14884     14885     14886     14887     14888 
## 553.34350 836.42933 553.34350 600.52447 836.42933 600.52447 553.34350 600.52447 
##     14889     14890     14891     14892     14893     14894     14895     14896 
## 553.34350 553.34350 647.70544 553.34350 553.34350 553.34350 553.34350 553.34350 
##     14897     14898     14899     14900     14901     14902     14903     14904 
## 836.42933 836.42933 694.88641 553.34350 553.34350 647.70544 553.34350 553.34350 
##     14905     14906     14907     14908     14909     14910     14911     14912 
## 553.34350 553.34350 506.16253 553.34350 553.34350 553.34350 600.52447 553.34350 
##     14913     14914     14915     14916     14917     14918     14919     14920 
## 553.34350 553.34350 600.52447 600.52447 694.88641 458.98156 553.34350 647.70544 
##     14921     14922     14923     14924     14925     14926     14927     14928 
## 694.88641 647.70544 600.52447 553.34350 506.16253 553.34350 458.98156 553.34350 
##     14929     14930     14931     14932     14933     14934     14935     14936 
## 458.98156 553.34350 553.34350 553.34350 553.34350 553.34350 647.70544 364.61962 
##     14937     14938     14939     14940     14941     14942     14943     14944 
## 553.34350 553.34350 553.34350 600.52447 553.34350 553.34350 553.34350 553.34350 
##     14945     14946     14947     14948     14949     14950     14951     14952 
## 458.98156 223.07670 553.34350 411.80059 553.34350 553.34350 553.34350 694.88641 
##     14953     14954     14955     14956     14957     14958     14959     14960 
## 553.34350 553.34350 553.34350 647.70544 647.70544 506.16253 836.42933 553.34350 
##     14961     14962     14963     14964     14965     14966     14967     14968 
## 742.06739 553.34350 694.88641 553.34350 553.34350 742.06739 742.06739 600.52447 
##     14969     14970     14971     14972     14973     14974     14975     14976 
## 553.34350 553.34350 553.34350 553.34350 789.24836 600.52447 553.34350 647.70544 
##     14977     14978     14979     14980     14981     14982     14983     14984 
## 553.34350 553.34350 600.52447 553.34350 742.06739 553.34350 364.61962 742.06739 
##     14985     14986     14987     14988     14989     14990     14991     14992 
## 694.88641 364.61962 553.34350 553.34350 742.06739 553.34350 553.34350 553.34350 
##     14993     14994     14995     14996     14997     14998     14999     15000 
## 553.34350 836.42933 553.34350 553.34350 553.34350 647.70544 553.34350 553.34350 
##     15001     15002     15003     15004     15005     15006     15007     15008 
## 553.34350 647.70544 553.34350 553.34350 553.34350 694.88641 175.89573 553.34350 
##     15009     15010     15011     15012     15013     15014     15015     15016 
## 694.88641 647.70544 506.16253 600.52447 411.80059 742.06739 128.71476 694.88641 
##     15017     15018     15019     15020     15021     15022     15023     15024 
## 742.06739 742.06739 553.34350 742.06739 506.16253 411.80059 553.34350 553.34350 
##     15025     15026     15027     15028     15029     15030     15031     15032 
## 647.70544 647.70544 553.34350 553.34350 458.98156 647.70544 647.70544 553.34350 
##     15033     15034     15035     15036     15037     15038     15039     15040 
## 364.61962 742.06739 647.70544 836.42933 600.52447 506.16253 553.34350 836.42933 
##     15041     15042     15043     15044     15045     15046     15047     15048 
## 742.06739 553.34350 553.34350 553.34350 553.34350 223.07670 600.52447 553.34350 
##     15049     15050     15051     15052     15053     15054     15055     15056 
## 742.06739 694.88641 836.42933 647.70544 742.06739 647.70544 742.06739 317.43865 
##     15057     15058     15059     15060     15061     15062     15063     15064 
## 694.88641 458.98156 647.70544 411.80059 553.34350 553.34350 458.98156 553.34350 
##     15065     15066     15067     15068     15069     15070     15071     15072 
## 742.06739 553.34350 553.34350 647.70544 742.06739 553.34350 742.06739 553.34350 
##     15073     15074     15075     15076     15077     15078     15079     15080 
## 506.16253 553.34350 647.70544 647.70544 553.34350 270.25768 411.80059 411.80059 
##     15081     15082     15083     15084     15085     15086     15087     15088 
## 647.70544 836.42933 742.06739 742.06739 742.06739 647.70544 364.61962 553.34350 
##     15089     15090     15091     15092     15093     15094     15095     15096 
## 694.88641 553.34350 553.34350 553.34350 647.70544 553.34350 600.52447 506.16253 
##     15097     15098     15099     15100     15101     15102     15103     15104 
## 506.16253 553.34350 553.34350 647.70544 458.98156 742.06739 742.06739 742.06739 
##     15105     15106     15107     15108     15109     15110     15111     15112 
## 458.98156 694.88641 553.34350 223.07670 506.16253 506.16253 553.34350 364.61962 
##     15113     15114     15115     15116     15117     15118     15119     15120 
## 458.98156 553.34350 553.34350 742.06739 553.34350 458.98156 647.70544 411.80059 
##     15121     15122     15123     15124     15125     15126     15127     15128 
## 553.34350 553.34350 553.34350 553.34350 553.34350 364.61962 553.34350 553.34350 
##     15129     15130     15131     15132     15133     15134     15135     15136 
## 553.34350 553.34350 600.52447 742.06739 742.06739 553.34350 553.34350 553.34350 
##     15137     15138     15139     15140     15141     15142     15143     15144 
## 553.34350 742.06739 506.16253 506.16253 742.06739 647.70544 742.06739 647.70544 
##     15145     15146     15147     15148     15149     15150     15151     15152 
## 742.06739 742.06739 742.06739 742.06739 553.34350 742.06739 742.06739 742.06739 
##     15153     15154     15155     15156     15157     15158     15159     15160 
## 742.06739 553.34350 458.98156 411.80059 553.34350 458.98156 553.34350 600.52447 
##     15161     15162     15163     15164     15165     15166     15167     15168 
## 836.42933 553.34350 742.06739 411.80059 364.61962 553.34350 553.34350 600.52447 
##     15169     15170     15171     15172     15173     15174     15175     15176 
## 553.34350 553.34350 742.06739 836.42933 742.06739 742.06739 742.06739 742.06739 
##     15177     15178     15179     15180     15181     15182     15183     15184 
## 600.52447 742.06739 553.34350 553.34350 647.70544 647.70544 553.34350 411.80059 
##     15185     15186     15187     15188     15189     15190     15191     15192 
## 553.34350 553.34350 647.70544 836.42933 553.34350 647.70544 647.70544 364.61962 
##     15193     15194     15195     15196     15197     15198     15199     15200 
## 458.98156 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 411.80059 
##     15201     15202     15203     15204     15205     15206     15207     15208 
## 317.43865 364.61962 600.52447 742.06739 600.52447 647.70544 600.52447 600.52447 
##     15209     15210     15211     15212     15213     15214     15215     15216 
## 742.06739 600.52447 553.34350 553.34350 411.80059 742.06739 553.34350 553.34350 
##     15217     15218     15219     15220     15221     15222     15223     15224 
## 553.34350 742.06739 458.98156 553.34350 506.16253 553.34350 600.52447 647.70544 
##     15225     15226     15227     15228     15229     15230     15231     15232 
## 647.70544 553.34350 506.16253 553.34350 553.34350 553.34350 742.06739 647.70544 
##     15233     15234     15235     15236     15237     15238     15239     15240 
## 553.34350 600.52447 600.52447 506.16253 553.34350 647.70544 742.06739 553.34350 
##     15241     15242     15243     15244     15245     15246     15247     15248 
## 553.34350 553.34350 647.70544 553.34350 647.70544 553.34350 506.16253 647.70544 
##     15249     15250     15251     15252     15253     15254     15255     15256 
## 553.34350 742.06739 553.34350 742.06739 553.34350 553.34350 836.42933 836.42933 
##     15257     15258     15259     15260     15261     15262     15263     15264 
## 553.34350 553.34350 789.24836 742.06739 742.06739 553.34350 553.34350 364.61962 
##     15265     15266     15267     15268     15269     15270     15271     15272 
## 836.42933 742.06739 742.06739 553.34350 694.88641 553.34350 553.34350 553.34350 
##     15273     15274     15275     15276     15277     15278     15279     15280 
## 742.06739 553.34350 553.34350 553.34350 553.34350 506.16253 553.34350 458.98156 
##     15281     15282     15283     15284     15285     15286     15287     15288 
## 553.34350 694.88641 553.34350 742.06739 742.06739 411.80059 553.34350 553.34350 
##     15289     15290     15291     15292     15293     15294     15295     15296 
## 600.52447 647.70544 553.34350 458.98156 553.34350 506.16253 553.34350 742.06739 
##     15297     15298     15299     15300     15301     15302     15303     15304 
## 553.34350 553.34350 647.70544 553.34350 647.70544 836.42933 789.24836 458.98156 
##     15305     15306     15307     15308     15309     15310     15311     15312 
## 553.34350 600.52447 223.07670 458.98156 553.34350 553.34350 647.70544 553.34350 
##     15313     15314     15315     15316     15317     15318     15319     15320 
## 600.52447 553.34350 506.16253 789.24836 742.06739 694.88641 458.98156 553.34350 
##     15321     15322     15323     15324     15325     15326     15327     15328 
## 553.34350 694.88641 411.80059 458.98156 506.16253 553.34350 694.88641 647.70544 
##     15329     15330     15331     15332     15333     15334     15335     15336 
## 789.24836 553.34350 364.61962 553.34350 742.06739 836.42933 836.42933 553.34350 
##     15337     15338     15339     15340     15341     15342     15343     15344 
## 553.34350 553.34350 458.98156 553.34350 128.71476 458.98156 553.34350 742.06739 
##     15345     15346     15347     15348     15349     15350     15351     15352 
## 600.52447 742.06739 553.34350 553.34350 600.52447 742.06739 553.34350 789.24836 
##     15353     15354     15355     15356     15357     15358     15359     15360 
## 411.80059 553.34350 458.98156 553.34350 553.34350 506.16253 836.42933 458.98156 
##     15361     15362     15363     15364     15365     15366     15367     15368 
## 458.98156 742.06739 175.89573 458.98156 364.61962 742.06739 553.34350 411.80059 
##     15369     15370     15371     15372     15373     15374     15375     15376 
## 458.98156 553.34350 836.42933 836.42933 600.52447 742.06739 553.34350 742.06739 
##     15377     15378     15379     15380     15381     15382     15383     15384 
## 647.70544 506.16253 411.80059 836.42933 742.06739 270.25768 317.43865 458.98156 
##     15385     15386     15387     15388     15389     15390     15391     15392 
## 553.34350 742.06739 128.71476 836.42933 836.42933 317.43865 789.24836 553.34350 
##     15393     15394     15395     15396     15397     15398     15399     15400 
## 600.52447 553.34350 742.06739 742.06739 553.34350 694.88641 600.52447 742.06739 
##     15401     15402     15403     15404     15405     15406     15407     15408 
## 742.06739 553.34350 364.61962 742.06739 742.06739 694.88641 600.52447 647.70544 
##     15409     15410     15411     15412     15413     15414     15415     15416 
## 600.52447 553.34350 553.34350 553.34350 742.06739 553.34350 553.34350 742.06739 
##     15417     15418     15419     15420     15421     15422     15423     15424 
## 742.06739 694.88641 742.06739 553.34350 600.52447 742.06739 742.06739 647.70544 
##     15425     15426     15427     15428     15429     15430     15431     15432 
## 836.42933 553.34350 694.88641 694.88641 458.98156 553.34350 742.06739 694.88641 
##     15433     15434     15435     15436     15437     15438     15439     15440 
## 789.24836 647.70544 694.88641 694.88641 647.70544 789.24836 742.06739 836.42933 
##     15441     15442     15443     15444     15445     15446     15447     15448 
## 553.34350 553.34350 458.98156 553.34350 647.70544 742.06739 553.34350 458.98156 
##     15449     15450     15451     15452     15453     15454     15455     15456 
## 742.06739 836.42933 742.06739 742.06739 553.34350 553.34350 553.34350 270.25768 
##     15457     15458     15459     15460     15461     15462     15463     15464 
## 647.70544 553.34350 742.06739 836.42933 742.06739 742.06739 836.42933 742.06739 
##     15465     15466     15467     15468     15469     15470     15471     15472 
## 128.71476 742.06739 836.42933 742.06739 742.06739 647.70544 553.34350 742.06739 
##     15473     15474     15475     15476     15477     15478     15479     15480 
## 600.52447 742.06739 836.42933 742.06739 553.34350 742.06739 742.06739 742.06739 
##     15481     15482     15483     15484     15485     15486     15487     15488 
## 742.06739 364.61962 553.34350 553.34350 742.06739 553.34350 458.98156 506.16253 
##     15489     15490     15491     15492     15493     15494     15495     15496 
## 836.42933 694.88641 742.06739 742.06739 600.52447 647.70544 742.06739 647.70544 
##     15497     15498     15499     15500     15501     15502     15503     15504 
## 458.98156 553.34350 553.34350 506.16253 836.42933 553.34350 836.42933 553.34350 
##     15505     15506     15507     15508     15509     15510     15511     15512 
## 742.06739 553.34350 553.34350 553.34350 553.34350 553.34350 647.70544 506.16253 
##     15513     15514     15515     15516     15517     15518     15519     15520 
## 553.34350 742.06739 364.61962 553.34350 128.71476 364.61962 458.98156 553.34350 
##     15521     15522     15523     15524     15525     15526     15527     15528 
## 600.52447 553.34350 128.71476  81.53379 553.34350 553.34350 364.61962 553.34350 
##     15529     15530     15531     15532     15533     15534     15535     15536 
## 317.43865 694.88641 647.70544 553.34350 600.52447 553.34350 506.16253 411.80059 
##     15537     15538     15539     15540     15541     15542     15543     15544 
## 553.34350 553.34350 647.70544 553.34350 364.61962 317.43865 553.34350 789.24836 
##     15545     15546     15547     15548     15549     15550     15551     15552 
## 270.25768 553.34350 553.34350 553.34350 506.16253 553.34350 553.34350 553.34350 
##     15553     15554     15555     15556     15557     15558     15559     15560 
## 647.70544 742.06739 553.34350 600.52447 600.52447 553.34350 553.34350 364.61962 
##     15561     15562     15563     15564     15565     15566     15567     15568 
## 553.34350 694.88641 506.16253 553.34350 506.16253 647.70544 600.52447 411.80059 
##     15569     15570     15571     15572     15573     15574     15575     15576 
## 553.34350 411.80059 553.34350 411.80059 553.34350 694.88641 553.34350 553.34350 
##     15577     15578     15579     15580     15581     15582     15583     15584 
## 553.34350 553.34350 553.34350 506.16253 553.34350  81.53379 553.34350 600.52447 
##     15585     15586     15587     15588     15589     15590     15591     15592 
## 694.88641 553.34350 600.52447 836.42933 553.34350 600.52447 553.34350 553.34350 
##     15593     15594     15595     15596     15597     15598     15599     15600 
## 742.06739 742.06739 553.34350 411.80059 742.06739 553.34350 553.34350 553.34350 
##     15601     15602     15603     15604     15605     15606     15607     15608 
## 411.80059 553.34350 411.80059 458.98156 458.98156 694.88641 553.34350 553.34350 
##     15609     15610     15611     15612     15613     15614     15615     15616 
## 553.34350 553.34350 600.52447 553.34350 364.61962 553.34350 553.34350 553.34350 
##     15617     15618     15619     15620     15621     15622     15623     15624 
## 553.34350 458.98156 553.34350 553.34350 553.34350 836.42933 553.34350 553.34350 
##     15625     15626     15627     15628     15629     15630     15631     15632 
## 553.34350 458.98156 458.98156 553.34350 553.34350 506.16253 364.61962 553.34350 
##     15633     15634     15635     15636     15637     15638     15639     15640 
## 836.42933 836.42933 742.06739 411.80059 553.34350 742.06739 553.34350 364.61962 
##     15641     15642     15643     15644     15645     15646     15647     15648 
## 411.80059 553.34350 553.34350 600.52447 600.52447 742.06739 742.06739 742.06739 
##     15649     15650     15651     15652     15653     15654     15655     15656 
## 600.52447 647.70544 836.42933 694.88641 553.34350 836.42933 600.52447 647.70544 
##     15657     15658     15659     15660     15661     15662     15663     15664 
## 411.80059 553.34350 553.34350 553.34350 553.34350 553.34350 506.16253 742.06739 
##     15665     15666     15667     15668     15669     15670     15671     15672 
## 553.34350 553.34350 317.43865 553.34350 553.34350 317.43865 742.06739 789.24836 
##     15673     15674     15675     15676     15677     15678     15679     15680 
## 506.16253 600.52447 553.34350 553.34350 742.06739 647.70544 411.80059 553.34350 
##     15681     15682     15683     15684     15685     15686     15687     15688 
## 553.34350 553.34350 553.34350 506.16253 128.71476 553.34350 694.88641 694.88641 
##     15689     15690     15691     15692     15693     15694     15695     15696 
## 553.34350 553.34350 553.34350 553.34350 694.88641 364.61962 317.43865 647.70544 
##     15697     15698     15699     15700     15701     15702     15703     15704 
## 742.06739 553.34350 553.34350 553.34350 364.61962 553.34350 458.98156 317.43865 
##     15705     15706     15707     15708     15709     15710     15711     15712 
## 506.16253 647.70544 553.34350 553.34350 647.70544 553.34350 836.42933 411.80059 
##     15713     15714     15715     15716     15717     15718     15719     15720 
## 553.34350 458.98156 694.88641 553.34350 553.34350 647.70544 647.70544 411.80059 
##     15721     15722     15723     15724     15725     15726     15727     15728 
## 553.34350 553.34350 694.88641 364.61962 553.34350 600.52447 742.06739 694.88641 
##     15729     15730     15731     15732     15733     15734     15735     15736 
## 506.16253 458.98156 553.34350 553.34350 742.06739 458.98156 411.80059 364.61962 
##     15737     15738     15739     15740     15741     15742     15743     15744 
## 317.43865 553.34350 506.16253 647.70544 364.61962 553.34350 458.98156 411.80059 
##     15745     15746     15747     15748     15749     15750     15751     15752 
## 553.34350 506.16253 600.52447 647.70544 506.16253 742.06739 742.06739 553.34350 
##     15753     15754     15755     15756     15757     15758     15759     15760 
## 647.70544 553.34350 600.52447 553.34350 553.34350 553.34350 506.16253 836.42933 
##     15761     15762     15763     15764     15765     15766     15767     15768 
## 553.34350 553.34350 742.06739 742.06739 458.98156 553.34350 553.34350 553.34350 
##     15769     15770     15771     15772     15773     15774     15775     15776 
## 553.34350 647.70544 600.52447 506.16253 553.34350 553.34350 600.52447 694.88641 
##     15777     15778     15779     15780     15781     15782     15783     15784 
## 789.24836 836.42933 647.70544 742.06739 458.98156 694.88641 317.43865 506.16253 
##     15785     15786     15787     15788     15789     15790     15791     15792 
## 553.34350 553.34350 647.70544 553.34350 553.34350 742.06739 647.70544 506.16253 
##     15793     15794     15795     15796     15797     15798     15799     15800 
## 553.34350 506.16253 458.98156 553.34350 364.61962 600.52447 694.88641 600.52447 
##     15801     15802     15803     15804     15805     15806     15807     15808 
## 223.07670 458.98156 506.16253 553.34350 553.34350 553.34350 458.98156  34.35282 
##     15809     15810     15811     15812     15813     15814     15815     15816 
## 458.98156 553.34350 364.61962 364.61962 600.52447 458.98156 553.34350 836.42933 
##     15817     15818     15819     15820     15821     15822     15823     15824 
## 789.24836 458.98156 647.70544 506.16253 553.34350 600.52447 742.06739 553.34350 
##     15825     15826     15827     15828     15829     15830     15831     15832 
## 836.42933 553.34350 128.71476 600.52447 600.52447 553.34350 553.34350 506.16253 
##     15833     15834     15835     15836     15837     15838     15839     15840 
## 600.52447 553.34350 411.80059 553.34350 553.34350 742.06739 742.06739 836.42933 
##     15841     15842     15843     15844     15845     15846     15847     15848 
## 647.70544 553.34350 553.34350 836.42933 553.34350 553.34350 600.52447 742.06739 
##     15849     15850     15851     15852     15853     15854     15855     15856 
## 600.52447 553.34350 742.06739 553.34350 553.34350 553.34350 553.34350 458.98156 
##     15857     15858     15859     15860     15861     15862     15863     15864 
## 600.52447 553.34350 553.34350 647.70544 553.34350 647.70544 411.80059 364.61962 
##     15865     15866     15867     15868     15869     15870     15871     15872 
## 553.34350 506.16253 836.42933 742.06739 553.34350 553.34350 553.34350 506.16253 
##     15873     15874     15875     15876     15877     15878     15879     15880 
## 364.61962 553.34350 317.43865 836.42933 789.24836 553.34350 553.34350 553.34350 
##     15881     15882     15883     15884     15885     15886     15887     15888 
## 647.70544 836.42933 742.06739 506.16253 553.34350 600.52447 317.43865 553.34350 
##     15889     15890     15891     15892     15893     15894     15895     15896 
## 647.70544 506.16253 553.34350 -12.82815 836.42933 742.06739 553.34350 647.70544 
##     15897     15898     15899     15900     15901     15902     15903     15904 
## 458.98156 506.16253 553.34350 789.24836 647.70544 742.06739 553.34350 553.34350 
##     15905     15906     15907     15908     15909     15910     15911     15912 
## 458.98156 553.34350 553.34350 836.42933 553.34350 742.06739 317.43865 553.34350 
##     15913     15914     15915     15916     15917     15918     15919     15920 
## 647.70544 789.24836 742.06739 458.98156 553.34350 553.34350 411.80059 458.98156 
##     15921     15922     15923     15924     15925     15926     15927     15928 
## 411.80059 270.25768 506.16253 553.34350 553.34350 647.70544 364.61962 836.42933 
##     15929     15930     15931     15932     15933     15934     15935     15936 
## 553.34350 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 553.34350 
##     15937     15938     15939     15940     15941     15942     15943     15944 
## 553.34350 647.70544 411.80059 694.88641 553.34350 364.61962 647.70544 647.70544 
##     15945     15946     15947     15948     15949     15950     15951     15952 
## 458.98156 128.71476 553.34350 553.34350 553.34350 553.34350 647.70544 364.61962 
##     15953     15954     15955     15956     15957     15958     15959     15960 
## 553.34350 553.34350 600.52447 506.16253 647.70544 553.34350 742.06739 647.70544 
##     15961     15962     15963     15964     15965     15966     15967     15968 
## 553.34350 553.34350 600.52447 553.34350 742.06739 553.34350 553.34350 553.34350 
##     15969     15970     15971     15972     15973     15974     15975     15976 
## 553.34350 600.52447 647.70544 317.43865 506.16253 553.34350 647.70544 836.42933 
##     15977     15978     15979     15980     15981     15982     15983     15984 
## 553.34350 600.52447 553.34350 553.34350 553.34350 553.34350 600.52447 836.42933 
##     15985     15986     15987     15988     15989     15990     15991     15992 
## 553.34350 553.34350 647.70544 600.52447 553.34350 411.80059 458.98156 553.34350 
##     15993     15994     15995     15996     15997     15998     15999     16000 
## 553.34350 647.70544 553.34350 553.34350 694.88641 553.34350 553.34350 411.80059 
##     16001     16002     16003     16004     16005     16006     16007     16008 
## 694.88641 553.34350 836.42933 600.52447 458.98156 553.34350 836.42933 836.42933 
##     16009     16010     16011     16012     16013     16014     16015     16016 
## 647.70544 553.34350 553.34350 411.80059 553.34350 647.70544 458.98156 317.43865 
##     16017     16018     16019     16020     16021     16022     16023     16024 
## 458.98156 600.52447 742.06739 553.34350 411.80059 742.06739 742.06739 553.34350 
##     16025     16026     16027     16028     16029     16030     16031     16032 
## 553.34350 742.06739 458.98156 553.34350 458.98156 553.34350 742.06739 553.34350 
##     16033     16034     16035     16036     16037     16038     16039     16040 
## 553.34350 458.98156 553.34350 270.25768 647.70544 506.16253 836.42933 553.34350 
##     16041     16042     16043     16044     16045     16046     16047     16048 
## 742.06739 553.34350 458.98156 411.80059 742.06739 553.34350 553.34350 647.70544 
##     16049     16050     16051     16052     16053     16054     16055     16056 
## 553.34350 553.34350 553.34350 647.70544 553.34350 458.98156 411.80059 553.34350 
##     16057     16058     16059     16060     16061     16062     16063     16064 
## 553.34350 600.52447 694.88641 317.43865 553.34350 506.16253 411.80059 836.42933 
##     16065     16066     16067     16068     16069     16070     16071     16072 
## 553.34350 364.61962 364.61962 742.06739 742.06739 364.61962 553.34350 553.34350 
##     16073     16074     16075     16076     16077     16078     16079     16080 
## 553.34350 647.70544 553.34350 553.34350 175.89573 411.80059 458.98156 553.34350 
##     16081     16082     16083     16084     16085     16086     16087     16088 
## 789.24836 553.34350 553.34350 647.70544 647.70544 647.70544 553.34350 506.16253 
##     16089     16090     16091     16092     16093     16094     16095     16096 
## 506.16253 600.52447 742.06739 647.70544 553.34350 553.34350 742.06739 553.34350 
##     16097     16098     16099     16100     16101     16102     16103     16104 
## 553.34350 553.34350 553.34350 553.34350 506.16253 836.42933 364.61962 364.61962 
##     16105     16106     16107     16108     16109     16110     16111     16112 
## 694.88641 694.88641 600.52447 411.80059 742.06739 223.07670 553.34350 553.34350 
##     16113     16114     16115     16116     16117     16118     16119     16120 
## 742.06739 647.70544 742.06739 553.34350 553.34350 836.42933 647.70544 553.34350 
##     16121     16122     16123     16124     16125     16126     16127     16128 
## 647.70544 553.34350 742.06739 742.06739 553.34350 742.06739 742.06739 647.70544 
##     16129     16130     16131     16132     16133     16134     16135     16136 
## 836.42933 411.80059 128.71476 647.70544 647.70544 647.70544 647.70544 789.24836 
##     16137     16138     16139     16140     16141     16142     16143     16144 
## 553.34350 694.88641 553.34350 553.34350 694.88641 364.61962 458.98156 364.61962 
##     16145     16146     16147     16148     16149     16150     16151     16152 
## 411.80059 553.34350 506.16253 647.70544 553.34350 553.34350 553.34350 789.24836 
##     16153     16154     16155     16156     16157     16158     16159     16160 
## 836.42933 553.34350 694.88641 364.61962 600.52447 553.34350 553.34350 411.80059 
##     16161     16162     16163     16164     16165     16166     16167     16168 
## 742.06739 742.06739 694.88641 553.34350 553.34350 458.98156 553.34350 742.06739 
##     16169     16170     16171     16172     16173     16174     16175     16176 
## 553.34350 553.34350 647.70544 553.34350 600.52447 553.34350 742.06739 506.16253 
##     16177     16178     16179     16180     16181     16182     16183     16184 
## 742.06739 742.06739 742.06739 270.25768 742.06739 553.34350 458.98156 742.06739 
##     16185     16186     16187     16188     16189     16190     16191     16192 
## 742.06739 742.06739 553.34350 553.34350 647.70544 553.34350 553.34350 553.34350 
##     16193     16194     16195     16196     16197     16198     16199     16200 
## 836.42933 506.16253 647.70544 647.70544 647.70544 553.34350 553.34350 317.43865 
##     16201     16202     16203     16204     16205     16206     16207     16208 
## 223.07670 553.34350 506.16253 694.88641 789.24836 553.34350 411.80059 742.06739 
##     16209     16210     16211     16212     16213     16214     16215     16216 
## 553.34350 647.70544 506.16253 506.16253 553.34350 553.34350 506.16253 458.98156 
##     16217     16218     16219     16220     16221     16222     16223     16224 
## 647.70544 553.34350 647.70544 553.34350 506.16253 411.80059 553.34350 553.34350 
##     16225     16226     16227     16228     16229     16230     16231     16232 
## 364.61962 458.98156 647.70544 836.42933 458.98156 742.06739 836.42933 506.16253 
##     16233     16234     16235     16236     16237     16238     16239     16240 
## 364.61962 553.34350 553.34350 647.70544 742.06739 553.34350 742.06739 647.70544 
##     16241     16242     16243     16244     16245     16246     16247     16248 
## 742.06739 742.06739 836.42933 128.71476 742.06739 694.88641 553.34350 553.34350 
##     16249     16250     16251     16252     16253     16254     16255     16256 
## 836.42933 694.88641 553.34350 506.16253 411.80059 553.34350 364.61962 458.98156 
##     16257     16258     16259     16260     16261     16262     16263     16264 
## 553.34350 553.34350 364.61962 553.34350 506.16253 553.34350 553.34350 553.34350 
##     16265     16266     16267     16268     16269     16270     16271     16272 
## 600.52447 742.06739 553.34350 411.80059 742.06739 553.34350 647.70544 553.34350 
##     16273     16274     16275     16276     16277     16278     16279     16280 
## 553.34350 742.06739 647.70544 553.34350 694.88641 553.34350 836.42933 553.34350 
##     16281     16282     16283     16284     16285     16286     16287     16288 
## 553.34350 836.42933 553.34350 647.70544 553.34350 553.34350 600.52447 600.52447 
##     16289     16290     16291     16292     16293     16294     16295     16296 
## 647.70544 647.70544 553.34350 742.06739 553.34350 553.34350 553.34350 789.24836 
##     16297     16298     16299     16300     16301     16302     16303     16304 
## 647.70544 553.34350 411.80059 789.24836 836.42933 553.34350 458.98156 742.06739 
##     16305     16306     16307     16308     16309     16310     16311     16312 
## 742.06739 836.42933 836.42933 600.52447 600.52447 553.34350 553.34350 553.34350 
##     16313     16314     16315     16316     16317     16318     16319     16320 
## 694.88641 458.98156 270.25768 553.34350 647.70544 742.06739 553.34350 600.52447 
##     16321     16322     16323     16324     16325     16326     16327     16328 
## 553.34350 553.34350 553.34350 553.34350 553.34350 270.25768 458.98156 742.06739 
##     16329     16330     16331     16332     16333     16334     16335     16336 
## 836.42933 742.06739 647.70544 742.06739 553.34350 836.42933 553.34350 742.06739 
##     16337     16338     16339     16340     16341     16342     16343     16344 
## 553.34350 506.16253 742.06739 553.34350 364.61962 647.70544 317.43865 600.52447 
##     16345     16346     16347     16348     16349     16350     16351     16352 
## 553.34350 553.34350 742.06739 742.06739 553.34350 553.34350 553.34350 506.16253 
##     16353     16354     16355     16356     16357     16358     16359     16360 
## 600.52447 836.42933 553.34350 364.61962 742.06739 553.34350 694.88641 647.70544 
##     16361     16362     16363     16364     16365     16366     16367     16368 
## 223.07670 506.16253 836.42933 553.34350 742.06739 317.43865 647.70544 600.52447 
##     16369     16370     16371     16372     16373     16374     16375     16376 
## 553.34350 553.34350 742.06739 553.34350 694.88641 553.34350 553.34350 694.88641 
##     16377     16378     16379     16380     16381     16382     16383     16384 
## 458.98156 458.98156 600.52447 553.34350 553.34350 458.98156 742.06739 270.25768 
##     16385     16386     16387     16388     16389     16390     16391     16392 
## 506.16253 411.80059 553.34350 789.24836 836.42933 506.16253 553.34350 364.61962 
##     16393     16394     16395     16396     16397     16398     16399     16400 
## 553.34350 553.34350 694.88641 506.16253 647.70544 553.34350 553.34350 553.34350 
##     16401     16402     16403     16404     16405     16406     16407     16408 
## 647.70544 742.06739 836.42933 317.43865 175.89573 836.42933 553.34350 553.34350 
##     16409     16410     16411     16412     16413     16414     16415     16416 
## 553.34350 553.34350 600.52447 364.61962 742.06739 836.42933 742.06739 553.34350 
##     16417     16418     16419     16420     16421     16422     16423     16424 
## 553.34350 553.34350 742.06739 600.52447 553.34350 647.70544 647.70544 553.34350 
##     16425     16426     16427     16428     16429     16430     16431     16432 
## 553.34350 742.06739 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##     16433     16434     16435     16436     16437     16438     16439     16440 
## 553.34350 553.34350 647.70544 553.34350 600.52447 600.52447 506.16253 553.34350 
##     16441     16442     16443     16444     16445     16446     16447     16448 
## 364.61962 553.34350 506.16253 553.34350 742.06739 553.34350 553.34350 458.98156 
##     16449     16450     16451     16452     16453     16454     16455     16456 
## 411.80059 742.06739 600.52447 600.52447 553.34350 553.34350 458.98156 553.34350 
##     16457     16458     16459     16460     16461     16462     16463     16464 
## 317.43865 836.42933 836.42933 553.34350 458.98156 553.34350 742.06739 789.24836 
##     16465     16466     16467     16468     16469     16470     16471     16472 
## 647.70544 694.88641 317.43865 553.34350 553.34350 742.06739 647.70544 694.88641 
##     16473     16474     16475     16476     16477     16478     16479     16480 
## 175.89573 553.34350 553.34350 553.34350 553.34350 458.98156 506.16253 553.34350 
##     16481     16482     16483     16484     16485     16486     16487     16488 
## 223.07670 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 836.42933 
##     16489     16490     16491     16492     16493     16494     16495     16496 
## 364.61962 647.70544 553.34350 553.34350 600.52447 553.34350 411.80059 506.16253 
##     16497     16498     16499     16500     16501     16502     16503     16504 
## 317.43865 553.34350 553.34350 506.16253 506.16253 553.34350 742.06739 553.34350 
##     16505     16506     16507     16508     16509     16510     16511     16512 
## 553.34350 553.34350 553.34350 553.34350 836.42933 553.34350 553.34350 836.42933 
##     16513     16514     16515     16516     16517     16518     16519     16520 
## 553.34350 694.88641 553.34350 506.16253 553.34350 364.61962 553.34350 553.34350 
##     16521     16522     16523     16524     16525     16526     16527     16528 
## 411.80059 458.98156 553.34350 600.52447 364.61962 553.34350 742.06739 553.34350 
##     16529     16530     16531     16532     16533     16534     16535     16536 
## 553.34350 553.34350 553.34350 647.70544 694.88641 458.98156 411.80059 411.80059 
##     16537     16538     16539     16540     16541     16542     16543     16544 
## 553.34350 553.34350 836.42933 647.70544 553.34350 647.70544 742.06739 553.34350 
##     16545     16546     16547     16548     16549     16550     16551     16552 
## 506.16253 742.06739 742.06739 789.24836 836.42933 742.06739 742.06739 553.34350 
##     16553     16554     16555     16556     16557     16558     16559     16560 
## 553.34350 553.34350 553.34350 364.61962 553.34350 647.70544 836.42933 647.70544 
##     16561     16562     16563     16564     16565     16566     16567     16568 
## 553.34350 742.06739 600.52447 600.52447 742.06739 553.34350 742.06739 694.88641 
##     16569     16570     16571     16572     16573     16574     16575     16576 
## 600.52447 553.34350 553.34350 553.34350 506.16253 836.42933 553.34350 600.52447 
##     16577     16578     16579     16580     16581     16582     16583     16584 
## 553.34350 553.34350 836.42933 742.06739 694.88641 647.70544 553.34350 458.98156 
##     16585     16586     16587     16588     16589     16590     16591     16592 
## 553.34350 836.42933 742.06739 789.24836 553.34350 506.16253 742.06739 694.88641 
##     16593     16594     16595     16596     16597     16598     16599     16600 
## 553.34350 553.34350 553.34350 647.70544 553.34350 553.34350 694.88641 553.34350 
##     16601     16602     16603     16604     16605     16606     16607     16608 
## 553.34350 553.34350 553.34350 553.34350 553.34350 364.61962 553.34350 836.42933 
##     16609     16610     16611     16612     16613     16614     16615     16616 
## 553.34350 647.70544 647.70544 647.70544 694.88641 553.34350 694.88641 553.34350 
##     16617     16618     16619     16620     16621     16622     16623     16624 
## 600.52447 458.98156 553.34350 836.42933 742.06739 553.34350 694.88641 836.42933 
##     16625     16626     16627     16628     16629     16630     16631     16632 
## 600.52447 506.16253 789.24836 506.16253 694.88641 742.06739 694.88641 411.80059 
##     16633     16634     16635     16636     16637     16638     16639     16640 
## 458.98156 553.34350 458.98156 553.34350 742.06739 789.24836 647.70544 600.52447 
##     16641     16642     16643     16644     16645     16646     16647     16648 
## 836.42933 553.34350 836.42933 742.06739 694.88641 647.70544 647.70544 553.34350 
##     16649     16650     16651     16652     16653     16654     16655     16656 
## 411.80059 553.34350 553.34350 647.70544 553.34350 836.42933 742.06739 506.16253 
##     16657     16658     16659     16660     16661     16662     16663     16664 
## 789.24836 647.70544 742.06739 553.34350 553.34350 553.34350 506.16253 553.34350 
##     16665     16666     16667     16668     16669     16670     16671     16672 
## 458.98156 742.06739 836.42933 742.06739 742.06739 789.24836 553.34350 458.98156 
##     16673     16674     16675     16676     16677     16678     16679     16680 
## 553.34350 553.34350 742.06739 836.42933 742.06739 742.06739 742.06739 553.34350 
##     16681     16682     16683     16684     16685     16686     16687     16688 
## 553.34350 553.34350 553.34350 742.06739 789.24836 742.06739 553.34350 553.34350 
##     16689     16690     16691     16692     16693     16694     16695     16696 
## 742.06739 -12.82815 553.34350 789.24836 647.70544 742.06739 789.24836 553.34350 
##     16697     16698     16699     16700     16701     16702     16703     16704 
## 553.34350 553.34350 789.24836 742.06739 694.88641 647.70544 553.34350 553.34350 
##     16705     16706     16707     16708     16709     16710     16711     16712 
## 553.34350 553.34350 411.80059 553.34350 411.80059 553.34350 647.70544 553.34350 
##     16713     16714     16715     16716     16717     16718     16719     16720 
## 553.34350 647.70544 836.42933 789.24836 789.24836 553.34350 647.70544 553.34350 
##     16721     16722     16723     16724     16725     16726     16727     16728 
## 270.25768 553.34350 647.70544 553.34350 506.16253 364.61962 553.34350 553.34350 
##     16729     16730     16731     16732     16733     16734     16735     16736 
## 553.34350 600.52447 836.42933 553.34350 553.34350 836.42933 836.42933 553.34350 
##     16737     16738     16739     16740     16741     16742     16743     16744 
## 742.06739 742.06739 506.16253 836.42933 742.06739 458.98156 458.98156 647.70544 
##     16745     16746     16747     16748     16749     16750     16751     16752 
## 506.16253 553.34350 647.70544 553.34350 553.34350 553.34350 553.34350 506.16253 
##     16753     16754     16755     16756     16757     16758     16759     16760 
## 553.34350 553.34350 553.34350 553.34350 364.61962 647.70544 553.34350 553.34350 
##     16761     16762     16763     16764     16765     16766     16767     16768 
## 742.06739 742.06739 694.88641 742.06739 742.06739 647.70544 647.70544 553.34350 
##     16769     16770     16771     16772     16773     16774     16775     16776 
## 411.80059 600.52447 411.80059 553.34350 223.07670 553.34350 553.34350 553.34350 
##     16777     16778     16779     16780     16781     16782     16783     16784 
## 458.98156 553.34350 600.52447 836.42933 553.34350 553.34350 694.88641 647.70544 
##     16785     16786     16787     16788     16789     16790     16791     16792 
## 742.06739 553.34350 647.70544 553.34350 553.34350 553.34350 553.34350 506.16253 
##     16793     16794     16795     16796     16797     16798     16799     16800 
## 647.70544 694.88641 836.42933 553.34350 553.34350 506.16253 364.61962 553.34350 
##     16801     16802     16803     16804     16805     16806     16807     16808 
## 506.16253 458.98156 364.61962 506.16253 789.24836 553.34350 553.34350 506.16253 
##     16809     16810     16811     16812     16813     16814     16815     16816 
## 553.34350 458.98156 458.98156 553.34350 789.24836 553.34350 458.98156 553.34350 
##     16817     16818     16819     16820     16821     16822     16823     16824 
## 553.34350 506.16253 411.80059 506.16253 647.70544 694.88641 175.89573 553.34350 
##     16825     16826     16827     16828     16829     16830     16831     16832 
## 553.34350 789.24836 553.34350 553.34350 600.52447 553.34350 600.52447 600.52447 
##     16833     16834     16835     16836     16837     16838     16839     16840 
## 694.88641 553.34350 553.34350 836.42933 553.34350 364.61962 553.34350 317.43865 
##     16841     16842     16843     16844     16845     16846     16847     16848 
## 223.07670 506.16253 553.34350 553.34350 553.34350 270.25768 553.34350 600.52447 
##     16849     16850     16851     16852     16853     16854     16855     16856 
## 742.06739 553.34350 694.88641 553.34350 600.52447 411.80059 553.34350 458.98156 
##     16857     16858     16859     16860     16861     16862     16863     16864 
## 223.07670 553.34350 270.25768 742.06739 458.98156 553.34350 553.34350 458.98156 
##     16865     16866     16867     16868     16869     16870     16871     16872 
## 789.24836 458.98156 553.34350 553.34350 694.88641 553.34350 694.88641 553.34350 
##     16873     16874     16875     16876     16877     16878     16879     16880 
## 553.34350 553.34350 553.34350 553.34350 553.34350 506.16253 742.06739 647.70544 
##     16881     16882     16883     16884     16885     16886     16887     16888 
## 553.34350 742.06739 600.52447 647.70544 647.70544 600.52447 553.34350 317.43865 
##     16889     16890     16891     16892     16893     16894     16895     16896 
## 742.06739 836.42933 647.70544 694.88641 411.80059 836.42933 694.88641 600.52447 
##     16897     16898     16899     16900     16901     16902     16903     16904 
## 553.34350 553.34350 506.16253 458.98156 647.70544 553.34350 694.88641 647.70544 
##     16905     16906     16907     16908     16909     16910     16911     16912 
## 411.80059 553.34350 553.34350 553.34350 836.42933 836.42933 600.52447 553.34350 
##     16913     16914     16915     16916     16917     16918     16919     16920 
## 600.52447 553.34350 553.34350 553.34350 742.06739 506.16253 553.34350 553.34350 
##     16921     16922     16923     16924     16925     16926     16927     16928 
## 506.16253 742.06739 742.06739 553.34350 600.52447 553.34350 647.70544 836.42933 
##     16929     16930     16931     16932     16933     16934     16935     16936 
## 553.34350 647.70544 600.52447 553.34350 647.70544 600.52447 647.70544 553.34350 
##     16937     16938     16939     16940     16941     16942     16943     16944 
## 506.16253 553.34350 742.06739 553.34350 600.52447 647.70544 694.88641 553.34350 
##     16945     16946     16947     16948     16949     16950     16951     16952 
## 553.34350 553.34350 647.70544 553.34350 742.06739 836.42933 694.88641 742.06739 
##     16953     16954     16955     16956     16957     16958     16959     16960 
## 553.34350 553.34350 694.88641 553.34350 647.70544 836.42933 647.70544 553.34350 
##     16961     16962     16963     16964     16965     16966     16967     16968 
## 600.52447 553.34350 553.34350 789.24836 553.34350 600.52447 742.06739 836.42933 
##     16969     16970     16971     16972     16973     16974     16975     16976 
## 836.42933 317.43865 694.88641 553.34350 458.98156 600.52447 506.16253 600.52447 
##     16977     16978     16979     16980     16981     16982     16983     16984 
## 553.34350 553.34350 506.16253 553.34350 553.34350 553.34350 506.16253 553.34350 
##     16985     16986     16987     16988     16989     16990     16991     16992 
## 553.34350 836.42933 553.34350 742.06739 364.61962 553.34350 553.34350 742.06739 
##     16993     16994     16995     16996     16997     16998     16999     17000 
## 411.80059 789.24836 553.34350 742.06739 553.34350 647.70544 836.42933 836.42933 
##     17001     17002     17003     17004     17005     17006     17007     17008 
## 836.42933 553.34350 742.06739 742.06739 742.06739 742.06739 553.34350 553.34350 
##     17009     17010     17011     17012     17013     17014     17015     17016 
## 458.98156 553.34350 836.42933 553.34350 600.52447 742.06739 553.34350 411.80059 
##     17017     17018     17019     17020     17021     17022     17023     17024 
## 553.34350 789.24836 458.98156 836.42933 742.06739 647.70544 647.70544 506.16253 
##     17025     17026     17027     17028     17029     17030     17031     17032 
## 553.34350 553.34350 647.70544 742.06739 364.61962 553.34350 364.61962 458.98156 
##     17033     17034     17035     17036     17037     17038     17039     17040 
## 458.98156 553.34350 553.34350 742.06739 836.42933 -12.82815 647.70544 553.34350 
##     17041     17042     17043     17044     17045     17046     17047     17048 
## 458.98156 742.06739 553.34350 317.43865 836.42933 553.34350 647.70544 836.42933 
##     17049     17050     17051     17052     17053     17054     17055     17056 
## 647.70544 647.70544 742.06739 647.70544 553.34350 553.34350 742.06739 647.70544 
##     17057     17058     17059     17060     17061     17062     17063     17064 
## 553.34350 553.34350 600.52447 742.06739 836.42933 789.24836 553.34350 458.98156 
##     17065     17066     17067     17068     17069     17070     17071     17072 
## 553.34350 553.34350 836.42933 458.98156 506.16253 742.06739 836.42933 836.42933 
##     17073     17074     17075     17076     17077     17078     17079     17080 
## 553.34350 694.88641 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 
##     17081     17082     17083     17084     17085     17086     17087     17088 
## 458.98156 647.70544 647.70544 458.98156 694.88641 506.16253 742.06739 411.80059 
##     17089     17090     17091     17092     17093     17094     17095     17096 
## 553.34350 647.70544 742.06739 270.25768 553.34350 553.34350 553.34350 553.34350 
##     17097     17098     17099     17100     17101     17102     17103     17104 
## 506.16253 694.88641 742.06739 553.34350 647.70544 364.61962 647.70544 553.34350 
##     17105     17106     17107     17108     17109     17110     17111     17112 
## 553.34350 553.34350 553.34350 553.34350 742.06739 506.16253 553.34350 506.16253 
##     17113     17114     17115     17116     17117     17118     17119     17120 
## 694.88641 553.34350 553.34350 458.98156 411.80059 742.06739 175.89573 553.34350 
##     17121     17122     17123     17124     17125     17126     17127     17128 
## 553.34350 553.34350 553.34350 506.16253 458.98156 270.25768 647.70544 647.70544 
##     17129     17130     17131     17132     17133     17134     17135     17136 
## -12.82815 -12.82815 411.80059 553.34350 789.24836 836.42933 553.34350 836.42933 
##     17137     17138     17139     17140     17141     17142     17143     17144 
## 742.06739 742.06739 600.52447 789.24836 600.52447 742.06739 789.24836 789.24836 
##     17145     17146     17147     17148     17149     17150     17151     17152 
## 647.70544 647.70544 553.34350 647.70544 694.88641 411.80059 553.34350 553.34350 
##     17153     17154     17155     17156     17157     17158     17159     17160 
## 270.25768 742.06739 553.34350 553.34350 553.34350 647.70544 364.61962 553.34350 
##     17161     17162     17163     17164     17165     17166     17167     17168 
## 553.34350 789.24836 506.16253 647.70544 647.70544 553.34350 553.34350 553.34350 
##     17169     17170     17171     17172     17173     17174     17175     17176 
## 553.34350 553.34350 553.34350 270.25768 553.34350 -12.82815 175.89573 789.24836 
##     17177     17178     17179     17180     17181     17182     17183     17184 
## 553.34350 600.52447 647.70544 694.88641 458.98156 836.42933 647.70544 553.34350 
##     17185     17186     17187     17188     17189     17190     17191     17192 
## 694.88641 742.06739 270.25768 506.16253 553.34350 506.16253 742.06739 742.06739 
##     17193     17194     17195     17196     17197     17198     17199     17200 
## 553.34350 411.80059 506.16253 553.34350 553.34350 647.70544 553.34350 411.80059 
##     17201     17202     17203     17204     17205     17206     17207     17208 
## 364.61962 458.98156 694.88641 647.70544 553.34350 553.34350 742.06739  81.53379 
##     17209     17210     17211     17212     17213     17214     17215     17216 
## 553.34350 364.61962 647.70544 694.88641 553.34350 411.80059 553.34350 411.80059 
##     17217     17218     17219     17220     17221     17222     17223     17224 
## 506.16253 175.89573 553.34350 742.06739 789.24836 742.06739 553.34350 553.34350 
##     17225     17226     17227     17228     17229     17230     17231     17232 
## 553.34350 694.88641 317.43865 -12.82815 506.16253 553.34350 647.70544 647.70544 
##     17233     17234     17235     17236     17237     17238     17239     17240 
## 553.34350 742.06739 647.70544 600.52447 364.61962 694.88641 742.06739 553.34350 
##     17241     17242     17243     17244     17245     17246     17247     17248 
## 553.34350 553.34350 553.34350 742.06739 553.34350 647.70544 553.34350 553.34350 
##     17249     17250     17251     17252     17253     17254     17255     17256 
## 317.43865 411.80059 742.06739 789.24836 647.70544 789.24836 411.80059 836.42933 
##     17257     17258     17259     17260     17261     17262     17263     17264 
## 647.70544 647.70544 458.98156 128.71476 364.61962 270.25768 742.06739 742.06739 
##     17265     17266     17267     17268     17269     17270     17271     17272 
## 553.34350 553.34350 600.52447 600.52447 742.06739 411.80059 553.34350 836.42933 
##     17273     17274     17275     17276     17277     17278     17279     17280 
## 553.34350 742.06739 836.42933 836.42933 647.70544 411.80059 553.34350  81.53379 
##     17281     17282     17283     17284     17285     17286     17287     17288 
## 223.07670 742.06739 647.70544 742.06739 836.42933 789.24836 742.06739 836.42933 
##     17289     17290     17291     17292     17293     17294     17295     17296 
## 836.42933 647.70544 553.34350 364.61962 836.42933 553.34350 600.52447 411.80059 
##     17297     17298     17299     17300     17301     17302     17303     17304 
## 553.34350 553.34350 553.34350 742.06739 553.34350 553.34350 553.34350 742.06739 
##     17305     17306     17307     17308     17309     17310     17311     17312 
## 553.34350 694.88641 506.16253 553.34350 553.34350 647.70544 836.42933 506.16253 
##     17313     17314     17315     17316     17317     17318     17319     17320 
## 364.61962 553.34350 694.88641 742.06739 694.88641 553.34350 553.34350 742.06739 
##     17321     17322     17323     17324     17325     17326     17327     17328 
## 600.52447 270.25768 364.61962 600.52447 742.06739 694.88641 600.52447 694.88641 
##     17329     17330     17331     17332     17333     17334     17335     17336 
## 600.52447 647.70544 364.61962 270.25768 647.70544 600.52447 600.52447 553.34350 
##     17337     17338     17339     17340     17341     17342     17343     17344 
## 553.34350 647.70544 553.34350 553.34350 647.70544 553.34350 836.42933 553.34350 
##     17345     17346     17347     17348     17349     17350     17351     17352 
## 506.16253 553.34350 553.34350 553.34350 742.06739 836.42933 742.06739 694.88641 
##     17353     17354     17355     17356     17357     17358     17359     17360 
## 742.06739 553.34350 553.34350 553.34350 600.52447 553.34350 553.34350 836.42933 
##     17361     17362     17363     17364     17365     17366     17367     17368 
## 553.34350 553.34350 175.89573 553.34350 317.43865 364.61962 553.34350 553.34350 
##     17369     17370     17371     17372     17373     17374     17375     17376 
## 742.06739 553.34350 458.98156 553.34350 742.06739 742.06739 742.06739 411.80059 
##     17377     17378     17379     17380     17381     17382     17383     17384 
## 836.42933 600.52447 836.42933 553.34350 553.34350 742.06739 553.34350 553.34350 
##     17385     17386     17387     17388     17389     17390     17391     17392 
## 364.61962 553.34350 553.34350 553.34350 600.52447 742.06739 647.70544 789.24836 
##     17393     17394     17395     17396     17397     17398     17399     17400 
## 600.52447 553.34350 553.34350 553.34350 553.34350 647.70544 694.88641 506.16253 
##     17401     17402     17403     17404     17405     17406     17407     17408 
## 742.06739 553.34350 553.34350 364.61962 742.06739 553.34350 553.34350 553.34350 
##     17409     17410     17411     17412     17413     17414     17415     17416 
## 458.98156 553.34350 742.06739 742.06739 223.07670 458.98156 553.34350 553.34350 
##     17417     17418     17419     17420     17421     17422     17423     17424 
## 506.16253 553.34350 553.34350 789.24836 553.34350 553.34350 742.06739 647.70544 
##     17425     17426     17427     17428     17429     17430     17431     17432 
## 694.88641 647.70544 742.06739 742.06739 742.06739 836.42933 553.34350 553.34350 
##     17433     17434     17435     17436     17437     17438     17439     17440 
## 553.34350 553.34350 553.34350 600.52447 553.34350 647.70544 553.34350 647.70544 
##     17441     17442     17443     17444     17445     17446     17447     17448 
## 553.34350 647.70544 742.06739 458.98156 742.06739 553.34350 789.24836 647.70544 
##     17449     17450     17451     17452     17453     17454     17455     17456 
## 553.34350 458.98156 836.42933 553.34350 553.34350 553.34350 506.16253 553.34350 
##     17457     17458     17459     17460     17461     17462     17463     17464 
## 553.34350 600.52447 742.06739 694.88641 317.43865 836.42933 694.88641 553.34350 
##     17465     17466     17467     17468     17469     17470     17471     17472 
## 553.34350 553.34350 789.24836 789.24836 789.24836 553.34350 553.34350 458.98156 
##     17473     17474     17475     17476     17477     17478     17479     17480 
## 553.34350 553.34350 553.34350 742.06739 836.42933 742.06739 506.16253 506.16253 
##     17481     17482     17483     17484     17485     17486     17487     17488 
## 553.34350 742.06739 789.24836 506.16253 742.06739 553.34350 789.24836 553.34350 
##     17489     17490     17491     17492     17493     17494     17495     17496 
## 553.34350 553.34350 553.34350 789.24836 553.34350 600.52447 -12.82815 742.06739 
##     17497     17498     17499     17500     17501     17502     17503     17504 
## 742.06739 600.52447 317.43865 600.52447 742.06739 742.06739 553.34350 742.06739 
##     17505     17506     17507     17508     17509     17510     17511     17512 
## 553.34350 553.34350 553.34350 647.70544 553.34350 553.34350 553.34350 553.34350 
##     17513     17514     17515     17516     17517     17518     17519     17520 
## 694.88641 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 458.98156 
##     17521     17522     17523     17524     17525     17526     17527     17528 
## 647.70544 553.34350 553.34350 647.70544 600.52447 694.88641 600.52447 553.34350 
##     17529     17530     17531     17532     17533     17534     17535     17536 
## 553.34350 836.42933 553.34350 647.70544 553.34350 553.34350 742.06739 694.88641 
##     17537     17538     17539     17540     17541     17542     17543     17544 
## 553.34350 647.70544 742.06739 694.88641 694.88641 836.42933 553.34350 742.06739 
##     17545     17546     17547     17548     17549     17550     17551     17552 
## 742.06739 553.34350 553.34350 742.06739 836.42933 836.42933 742.06739 553.34350 
##     17553     17554     17555     17556     17557     17558     17559     17560 
## 836.42933 553.34350 742.06739 647.70544 789.24836 600.52447 600.52447 458.98156 
##     17561     17562     17563     17564     17565     17566     17567     17568 
## 647.70544 742.06739 411.80059 836.42933 647.70544 553.34350 553.34350 742.06739 
##     17569     17570     17571     17572     17573     17574     17575     17576 
## 411.80059 742.06739 742.06739 458.98156 553.34350 553.34350 506.16253 647.70544 
##     17577     17578     17579     17580     17581     17582     17583     17584 
## 553.34350 742.06739 647.70544 553.34350 742.06739 553.34350 553.34350 600.52447 
##     17585     17586     17587     17588     17589     17590     17591     17592 
## 553.34350 364.61962 553.34350 553.34350 600.52447 742.06739 836.42933 553.34350 
##     17593     17594     17595     17596     17597     17598     17599     17600 
## 647.70544 553.34350 553.34350 647.70544 647.70544 553.34350 600.52447 553.34350 
##     17601     17602     17603     17604     17605     17606     17607     17608 
## 458.98156 789.24836 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##     17609     17610     17611     17612     17613     17614     17615     17616 
## 600.52447 553.34350 742.06739 458.98156 742.06739 553.34350 836.42933 553.34350 
##     17617     17618     17619     17620     17621     17622     17623     17624 
## 553.34350 553.34350 647.70544 600.52447 458.98156 694.88641 553.34350 600.52447 
##     17625     17626     17627     17628     17629     17630     17631     17632 
## 553.34350 553.34350 553.34350 553.34350 742.06739 506.16253 836.42933 553.34350 
##     17633     17634     17635     17636     17637     17638     17639     17640 
## 553.34350 647.70544 553.34350 742.06739 742.06739 742.06739 506.16253 553.34350 
##     17641     17642     17643     17644     17645     17646     17647     17648 
## 506.16253 553.34350 553.34350 506.16253 836.42933 553.34350 506.16253 600.52447 
##     17649     17650     17651     17652     17653     17654     17655     17656 
## 647.70544 694.88641 647.70544 458.98156 742.06739 553.34350 836.42933 836.42933 
##     17657     17658     17659     17660     17661     17662     17663     17664 
## 506.16253 506.16253 647.70544 836.42933 317.43865 647.70544 553.34350 600.52447 
##     17665     17666     17667     17668     17669     17670     17671     17672 
## 553.34350 506.16253 647.70544  81.53379 364.61962 553.34350 742.06739 553.34350 
##     17673     17674     17675     17676     17677     17678     17679     17680 
## 553.34350 694.88641 836.42933 411.80059 647.70544 647.70544 600.52447 553.34350 
##     17681     17682     17683     17684     17685     17686     17687     17688 
## 553.34350 553.34350 553.34350 553.34350 647.70544 789.24836 742.06739 647.70544 
##     17689     17690     17691     17692     17693     17694     17695     17696 
## 553.34350 647.70544 647.70544 553.34350 742.06739 647.70544 836.42933 647.70544 
##     17697     17698     17699     17700     17701     17702     17703     17704 
## 553.34350 836.42933 789.24836 836.42933 694.88641 647.70544 553.34350 411.80059 
##     17705     17706     17707     17708     17709     17710     17711     17712 
## 553.34350 836.42933 836.42933 647.70544 836.42933 836.42933 553.34350 600.52447 
##     17713     17714     17715     17716     17717     17718     17719     17720 
## 694.88641 836.42933 742.06739 317.43865 506.16253 553.34350 553.34350 742.06739 
##     17721     17722     17723     17724     17725     17726     17727     17728 
## 742.06739 742.06739 742.06739 553.34350 553.34350 694.88641 836.42933 742.06739 
##     17729     17730     17731     17732     17733     17734     17735     17736 
## 836.42933 742.06739 647.70544 553.34350 600.52447 553.34350 553.34350 647.70544 
##     17737     17738     17739     17740     17741     17742     17743     17744 
## 553.34350 600.52447 553.34350 742.06739 742.06739 553.34350 553.34350 553.34350 
##     17745     17746     17747     17748     17749     17750     17751     17752 
## 411.80059 600.52447 742.06739 742.06739 742.06739 364.61962 553.34350 364.61962 
##     17753     17754     17755     17756     17757     17758     17759     17760 
## 458.98156 647.70544 364.61962 742.06739 364.61962 742.06739 694.88641 553.34350 
##     17761     17762     17763     17764     17765     17766     17767     17768 
## 553.34350 647.70544 553.34350 506.16253 458.98156 647.70544 364.61962 836.42933 
##     17769     17770     17771     17772     17773     17774     17775     17776 
## 836.42933 411.80059 553.34350 789.24836 647.70544 553.34350 836.42933 458.98156 
##     17777     17778     17779     17780     17781     17782     17783     17784 
## 553.34350 506.16253 553.34350 553.34350 553.34350 742.06739 411.80059 553.34350 
##     17785     17786     17787     17788     17789     17790     17791     17792 
## 553.34350 458.98156 553.34350 553.34350 411.80059 742.06739 647.70544 742.06739 
##     17793     17794     17795     17796     17797     17798     17799     17800 
## 836.42933 647.70544 694.88641 742.06739 553.34350 647.70544 458.98156 600.52447 
##     17801     17802     17803     17804     17805     17806     17807     17808 
## 553.34350 506.16253 364.61962  81.53379 175.89573 223.07670 836.42933 553.34350 
##     17809     17810     17811     17812     17813     17814     17815     17816 
## 553.34350 411.80059 506.16253 553.34350 458.98156 553.34350 553.34350 742.06739 
##     17817     17818     17819     17820     17821     17822     17823     17824 
## 317.43865 553.34350 789.24836 647.70544 553.34350 553.34350 553.34350 553.34350 
##     17825     17826     17827     17828     17829     17830     17831     17832 
## 553.34350 553.34350 647.70544 553.34350 553.34350 600.52447 553.34350 553.34350 
##     17833     17834     17835     17836     17837     17838     17839     17840 
## 647.70544 600.52447 553.34350 458.98156 742.06739 836.42933 553.34350 600.52447 
##     17841     17842     17843     17844     17845     17846     17847     17848 
## 742.06739 553.34350 553.34350 553.34350 553.34350 600.52447 647.70544 553.34350 
##     17849     17850     17851     17852     17853     17854     17855     17856 
## 364.61962 647.70544 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##     17857     17858     17859     17860     17861     17862     17863     17864 
## 647.70544 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 742.06739 
##     17865     17866     17867     17868     17869     17870     17871     17872 
## 553.34350 458.98156 742.06739 553.34350 553.34350 647.70544 553.34350 317.43865 
##     17873     17874     17875     17876     17877     17878     17879     17880 
## 553.34350 742.06739 553.34350 553.34350 506.16253 647.70544 600.52447 694.88641 
##     17881     17882     17883     17884     17885     17886     17887     17888 
## 742.06739 317.43865 128.71476 836.42933 647.70544 553.34350 742.06739 647.70544 
##     17889     17890     17891     17892     17893     17894     17895     17896 
## 553.34350 742.06739 836.42933 647.70544 836.42933 600.52447 600.52447 553.34350 
##     17897     17898     17899     17900     17901     17902     17903     17904 
## 694.88641 742.06739 553.34350 553.34350 553.34350 694.88641 506.16253 553.34350 
##     17905     17906     17907     17908     17909     17910     17911     17912 
## 458.98156 553.34350 364.61962 553.34350 789.24836 647.70544 742.06739 506.16253 
##     17913     17914     17915     17916     17917     17918     17919     17920 
## 742.06739 553.34350 458.98156 647.70544 553.34350 553.34350 553.34350 411.80059 
##     17921     17922     17923     17924     17925     17926     17927     17928 
## 553.34350 553.34350 647.70544 553.34350 553.34350 553.34350 647.70544 647.70544 
##     17929     17930     17931     17932     17933     17934     17935     17936 
## 742.06739 789.24836 553.34350 742.06739 742.06739 836.42933 647.70544 553.34350 
##     17937     17938     17939     17940     17941     17942     17943     17944 
## 742.06739 742.06739 836.42933 742.06739 458.98156 789.24836 553.34350 694.88641 
##     17945     17946     17947     17948     17949     17950     17951     17952 
## 553.34350 553.34350 647.70544 789.24836 364.61962 742.06739 458.98156 553.34350 
##     17953     17954     17955     17956     17957     17958     17959     17960 
## 553.34350 647.70544 553.34350 553.34350 553.34350 600.52447 600.52447 742.06739 
##     17961     17962     17963     17964     17965     17966     17967     17968 
## 553.34350 553.34350 364.61962 553.34350 364.61962 647.70544 553.34350 553.34350 
##     17969     17970     17971     17972     17973     17974     17975     17976 
## 553.34350 458.98156 553.34350 553.34350 742.06739 694.88641 553.34350 506.16253 
##     17977     17978     17979     17980     17981     17982     17983     17984 
## 553.34350 647.70544 647.70544 742.06739 836.42933 553.34350 836.42933 600.52447 
##     17985     17986     17987     17988     17989     17990     17991     17992 
## 270.25768 600.52447 553.34350 836.42933 742.06739 553.34350 553.34350 836.42933 
##     17993     17994     17995     17996     17997     17998     17999     18000 
## 553.34350 553.34350 553.34350 411.80059 553.34350 553.34350 742.06739 600.52447 
##     18001     18002     18003     18004     18005     18006     18007     18008 
## 128.71476 317.43865 411.80059 553.34350 600.52447 742.06739 694.88641 553.34350 
##     18009     18010     18011     18012     18013     18014     18015     18016 
## 836.42933 600.52447 742.06739 553.34350 506.16253 553.34350 553.34350 647.70544 
##     18017     18018     18019     18020     18021     18022     18023     18024 
## 600.52447 553.34350 647.70544 553.34350 836.42933 553.34350 694.88641 553.34350 
##     18025     18026     18027     18028     18029     18030     18031     18032 
## 553.34350 411.80059 600.52447 647.70544 553.34350 647.70544 742.06739 647.70544 
##     18033     18034     18035     18036     18037     18038     18039     18040 
## 647.70544 553.34350 836.42933 600.52447 694.88641 789.24836 789.24836 553.34350 
##     18041     18042     18043     18044     18045     18046     18047     18048 
## 742.06739 836.42933 742.06739 836.42933 553.34350 836.42933 600.52447 836.42933 
##     18049     18050     18051     18052     18053     18054     18055     18056 
## 742.06739 600.52447 270.25768 270.25768 553.34350 506.16253 647.70544 553.34350 
##     18057     18058     18059     18060     18061     18062     18063     18064 
## 553.34350 553.34350 553.34350 600.52447 600.52447 553.34350 600.52447 553.34350 
##     18065     18066     18067     18068     18069     18070     18071     18072 
## 553.34350 553.34350 553.34350 553.34350 411.80059 364.61962 553.34350 742.06739 
##     18073     18074     18075     18076     18077     18078     18079     18080 
## 789.24836 647.70544 553.34350 553.34350 553.34350 647.70544 600.52447 553.34350 
##     18081     18082     18083     18084     18085     18086     18087     18088 
## 553.34350 742.06739 742.06739 553.34350 742.06739 647.70544 553.34350 317.43865 
##     18089     18090     18091     18092     18093     18094     18095     18096 
## 553.34350 647.70544 742.06739 553.34350 647.70544 742.06739 553.34350 364.61962 
##     18097     18098     18099     18100     18101     18102     18103     18104 
## 742.06739 694.88641 553.34350 506.16253 553.34350 553.34350 647.70544 600.52447 
##     18105     18106     18107     18108     18109     18110     18111     18112 
## 647.70544 836.42933 270.25768 506.16253 742.06739 600.52447 789.24836 600.52447 
##     18113     18114     18115     18116     18117     18118     18119     18120 
## 553.34350 553.34350 742.06739 647.70544 647.70544 600.52447 553.34350 647.70544 
##     18121     18122     18123     18124     18125     18126     18127     18128 
## 553.34350 742.06739 458.98156 506.16253 600.52447 742.06739 553.34350 553.34350 
##     18129     18130     18131     18132     18133     18134     18135     18136 
## 553.34350 647.70544 742.06739 553.34350 742.06739 647.70544 694.88641 553.34350 
##     18137     18138     18139     18140     18141     18142     18143     18144 
## 553.34350 553.34350 553.34350 742.06739 600.52447 553.34350 600.52447 553.34350 
##     18145     18146     18147     18148     18149     18150     18151     18152 
## 553.34350 506.16253 506.16253 553.34350 647.70544 647.70544 553.34350 553.34350 
##     18153     18154     18155     18156     18157     18158     18159     18160 
## 411.80059 553.34350 694.88641 600.52447 600.52447 553.34350 553.34350 789.24836 
##     18161     18162     18163     18164     18165     18166     18167     18168 
## 600.52447 506.16253 742.06739 458.98156 458.98156 506.16253 553.34350 -12.82815 
##     18169     18170     18171     18172     18173     18174     18175     18176 
## 128.71476 -12.82815 506.16253 506.16253 223.07670 553.34350 600.52447 506.16253 
##     18177     18178     18179     18180     18181     18182     18183     18184 
## 411.80059 553.34350 742.06739 647.70544 742.06739 553.34350 836.42933 694.88641 
##     18185     18186     18187     18188     18189     18190     18191     18192 
## 553.34350 742.06739 742.06739 742.06739 553.34350 458.98156 553.34350 364.61962 
##     18193     18194     18195     18196     18197     18198     18199     18200 
## 553.34350 553.34350 742.06739 647.70544 647.70544 647.70544 647.70544 789.24836 
##     18201     18202     18203     18204     18205     18206     18207     18208 
## 647.70544 647.70544 600.52447 742.06739 647.70544 553.34350 742.06739 742.06739 
##     18209     18210     18211     18212     18213     18214     18215     18216 
## 553.34350 506.16253 553.34350 789.24836 742.06739 553.34350 647.70544 553.34350 
##     18217     18218     18219     18220     18221     18222     18223     18224 
## 553.34350 647.70544 647.70544 553.34350 553.34350 647.70544 836.42933 506.16253 
##     18225     18226     18227     18228     18229     18230     18231     18232 
## 647.70544 789.24836 600.52447 553.34350 600.52447 647.70544 742.06739 553.34350 
##     18233     18234     18235     18236     18237     18238     18239     18240 
## 553.34350 458.98156 553.34350 600.52447 364.61962 647.70544 364.61962 553.34350 
##     18241     18242     18243     18244     18245     18246     18247     18248 
## 553.34350 742.06739 364.61962 553.34350 647.70544 600.52447 600.52447 789.24836 
##     18249     18250     18251     18252     18253     18254     18255     18256 
## 600.52447 553.34350 553.34350 553.34350 411.80059 742.06739 506.16253 742.06739 
##     18257     18258     18259     18260     18261     18262     18263     18264 
## 553.34350 553.34350 553.34350 647.70544 742.06739 742.06739 553.34350 647.70544 
##     18265     18266     18267     18268     18269     18270     18271     18272 
## 553.34350 647.70544 836.42933 600.52447 364.61962 270.25768 458.98156 364.61962 
##     18273     18274     18275     18276     18277     18278     18279     18280 
## 647.70544 600.52447 364.61962 553.34350 458.98156 836.42933 553.34350 553.34350 
##     18281     18282     18283     18284     18285     18286     18287     18288 
## 647.70544 553.34350 553.34350 553.34350 506.16253 364.61962 553.34350 553.34350 
##     18289     18290     18291     18292     18293     18294     18295     18296 
## 506.16253 553.34350 553.34350 647.70544 553.34350 742.06739 553.34350 600.52447 
##     18297     18298     18299     18300     18301     18302     18303     18304 
## 600.52447 694.88641 553.34350 506.16253 553.34350 553.34350 364.61962 742.06739 
##     18305     18306     18307     18308     18309     18310     18311     18312 
## 223.07670 411.80059 647.70544 647.70544 364.61962 553.34350 553.34350 458.98156 
##     18313     18314     18315     18316     18317     18318     18319     18320 
## 458.98156 411.80059 411.80059 742.06739 647.70544 553.34350 742.06739 836.42933 
##     18321     18322     18323     18324     18325     18326     18327     18328 
## 836.42933 553.34350 553.34350 553.34350 364.61962 411.80059 553.34350 458.98156 
##     18329     18330     18331     18332     18333     18334     18335     18336 
## 553.34350 553.34350 647.70544 553.34350 742.06739 742.06739 553.34350 553.34350 
##     18337     18338     18339     18340     18341     18342     18343     18344 
## 506.16253 364.61962 647.70544 694.88641 553.34350 553.34350 553.34350 553.34350 
##     18345     18346     18347     18348     18349     18350     18351     18352 
## 458.98156 317.43865 317.43865 458.98156 647.70544 223.07670 836.42933 600.52447 
##     18353     18354     18355     18356     18357     18358     18359     18360 
## 553.34350 553.34350 647.70544 411.80059 647.70544 553.34350 553.34350 836.42933 
##     18361     18362     18363     18364     18365     18366     18367     18368 
## 742.06739 742.06739 647.70544 364.61962 836.42933 553.34350 600.52447 553.34350 
##     18369     18370     18371     18372     18373     18374     18375     18376 
## 270.25768 458.98156 364.61962 553.34350 553.34350 553.34350 836.42933 553.34350 
##     18377     18378     18379     18380     18381     18382     18383     18384 
## 553.34350 553.34350 553.34350 742.06739 553.34350 553.34350 553.34350 789.24836 
##     18385     18386     18387     18388     18389     18390     18391     18392 
## 836.42933 553.34350 506.16253 553.34350 411.80059 506.16253 553.34350 553.34350 
##     18393     18394     18395     18396     18397     18398     18399     18400 
## 553.34350 364.61962 458.98156 458.98156 364.61962 364.61962 553.34350 742.06739 
##     18401     18402     18403     18404     18405     18406     18407     18408 
## 364.61962 364.61962 364.61962 553.34350 553.34350 553.34350 553.34350 364.61962 
##     18409     18410     18411     18412     18413     18414     18415     18416 
## 600.52447 836.42933 364.61962 836.42933 553.34350 364.61962 553.34350 364.61962 
##     18417     18418     18419     18420     18421     18422     18423     18424 
## 553.34350 553.34350 553.34350 411.80059 553.34350 458.98156 553.34350 553.34350 
##     18425     18426     18427     18428     18429     18430     18431     18432 
## 553.34350 553.34350 647.70544 600.52447 553.34350 553.34350 553.34350 647.70544 
##     18433     18434     18435     18436     18437     18438     18439     18440 
## 458.98156 506.16253 553.34350 364.61962 553.34350 553.34350 553.34350 600.52447 
##     18441     18442     18443     18444     18445     18446     18447     18448 
## 364.61962 600.52447 553.34350 553.34350 364.61962 553.34350 553.34350 364.61962 
##     18449     18450     18451     18452     18453     18454     18455     18456 
## 553.34350 553.34350 742.06739 553.34350 600.52447 742.06739 553.34350 458.98156 
##     18457     18458     18459     18460     18461     18462     18463     18464 
## 553.34350 553.34350 364.61962 553.34350 553.34350 742.06739 553.34350 742.06739 
##     18465     18466     18467     18468     18469     18470     18471     18472 
## 506.16253 553.34350 553.34350 553.34350 647.70544 600.52447 836.42933 553.34350 
##     18473     18474     18475     18476     18477     18478     18479     18480 
## 553.34350 553.34350 836.42933 411.80059 364.61962 553.34350 600.52447 506.16253 
##     18481     18482     18483     18484     18485     18486     18487     18488 
## 553.34350 553.34350 553.34350 553.34350 600.52447 175.89573 694.88641 694.88641 
##     18489     18490     18491     18492     18493     18494     18495     18496 
## 742.06739 694.88641 553.34350 789.24836 647.70544 553.34350 742.06739 647.70544 
##     18497     18498     18499     18500     18501     18502     18503     18504 
## 836.42933 553.34350 553.34350 694.88641 647.70544 553.34350 553.34350 553.34350 
##     18505     18506     18507     18508     18509     18510     18511     18512 
## 553.34350 553.34350 553.34350 175.89573 836.42933 553.34350 553.34350 506.16253 
##     18513     18514     18515     18516     18517     18518     18519     18520 
## 553.34350 553.34350 411.80059 553.34350 694.88641 600.52447 742.06739 600.52447 
##     18521     18522     18523     18524     18525     18526     18527     18528 
## 506.16253 506.16253 789.24836 458.98156 553.34350 789.24836 553.34350 553.34350 
##     18529     18530     18531     18532     18533     18534     18535     18536 
## 553.34350 553.34350 647.70544 742.06739 647.70544 553.34350 742.06739 836.42933 
##     18537     18538     18539     18540     18541     18542     18543     18544 
## 553.34350 553.34350 553.34350 647.70544 600.52447 647.70544 553.34350 553.34350 
##     18545     18546     18547     18548     18549     18550     18551     18552 
## 553.34350 553.34350 600.52447 789.24836 742.06739 694.88641 553.34350 553.34350 
##     18553     18554     18555     18556     18557     18558     18559     18560 
## 742.06739 364.61962 647.70544 364.61962 458.98156 742.06739 553.34350 742.06739 
##     18561     18562     18563     18564     18565     18566     18567     18568 
## 836.42933 647.70544 789.24836 836.42933 553.34350 600.52447 506.16253 553.34350 
##     18569     18570     18571     18572     18573     18574     18575     18576 
## 742.06739 553.34350 647.70544 506.16253 364.61962 175.89573 647.70544 553.34350 
##     18577     18578     18579     18580     18581     18582     18583     18584 
## 458.98156 647.70544 553.34350 553.34350 458.98156 742.06739 694.88641 836.42933 
##     18585     18586     18587     18588     18589     18590     18591     18592 
## 553.34350 742.06739 647.70544 553.34350 647.70544 647.70544 742.06739 553.34350 
##     18593     18594     18595     18596     18597     18598     18599     18600 
## 742.06739 553.34350 364.61962 553.34350 600.52447 553.34350 458.98156 694.88641 
##     18601     18602     18603     18604     18605     18606     18607     18608 
## 742.06739 600.52447 647.70544 742.06739 600.52447 742.06739 553.34350 694.88641 
##     18609     18610     18611     18612     18613     18614     18615     18616 
## 506.16253 553.34350 317.43865 411.80059 317.43865 411.80059 553.34350 742.06739 
##     18617     18618     18619     18620     18621     18622     18623     18624 
## 411.80059 553.34350 553.34350 553.34350 647.70544 553.34350 411.80059 742.06739 
##     18625     18626     18627     18628     18629     18630     18631     18632 
## 742.06739 553.34350 458.98156 553.34350 647.70544 836.42933 694.88641 506.16253 
##     18633     18634     18635     18636     18637     18638     18639     18640 
## 600.52447 647.70544 836.42933 553.34350 553.34350 694.88641 600.52447 458.98156 
##     18641     18642     18643     18644     18645     18646     18647     18648 
## 647.70544 694.88641 553.34350 694.88641 553.34350 742.06739 742.06739 553.34350 
##     18649     18650     18651     18652     18653     18654     18655     18656 
## 553.34350 553.34350 270.25768 836.42933 789.24836 553.34350 458.98156 411.80059 
##     18657     18658     18659     18660     18661     18662     18663     18664 
## 647.70544 647.70544 553.34350 553.34350 553.34350 506.16253 742.06739 553.34350 
##     18665     18666     18667     18668     18669     18670     18671     18672 
##  34.35282 553.34350 742.06739 175.89573 364.61962 364.61962 553.34350 553.34350 
##     18673     18674     18675     18676     18677     18678     18679     18680 
## 506.16253 647.70544 553.34350 553.34350 458.98156 742.06739 223.07670 553.34350 
##     18681     18682     18683     18684     18685     18686     18687     18688 
## 742.06739 789.24836 553.34350 742.06739 553.34350 553.34350 553.34350 553.34350 
##     18689     18690     18691     18692     18693     18694     18695     18696 
## 364.61962 364.61962 506.16253 789.24836 647.70544 364.61962 364.61962 742.06739 
##     18697     18698     18699     18700     18701     18702     18703     18704 
## 742.06739 742.06739 553.34350 553.34350 553.34350 506.16253 553.34350 836.42933 
##     18705     18706     18707     18708     18709     18710     18711     18712 
## 553.34350 175.89573 553.34350 553.34350 742.06739 742.06739 364.61962 742.06739 
##     18713     18714     18715     18716     18717     18718     18719     18720 
## 836.42933 600.52447 836.42933 175.89573 317.43865 694.88641 553.34350 647.70544 
##     18721     18722     18723     18724     18725     18726     18727     18728 
## 553.34350 506.16253 742.06739 553.34350 742.06739 411.80059 317.43865 128.71476 
##     18729     18730     18731     18732     18733     18734     18735     18736 
## 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 600.52447 553.34350 
##     18737     18738     18739     18740     18741     18742     18743     18744 
## 742.06739 742.06739 553.34350 600.52447 411.80059 553.34350 553.34350 411.80059 
##     18745     18746     18747     18748     18749     18750     18751     18752 
## 553.34350 270.25768 553.34350 553.34350 553.34350 411.80059 506.16253 742.06739 
##     18753     18754     18755     18756     18757     18758     18759     18760 
## 647.70544 742.06739 742.06739 553.34350 553.34350 458.98156 553.34350 553.34350 
##     18761     18762     18763     18764     18765     18766     18767     18768 
## 553.34350 553.34350 647.70544 411.80059 553.34350 458.98156 506.16253 553.34350 
##     18769     18770     18771     18772     18773     18774     18775     18776 
## 553.34350 128.71476 553.34350 553.34350 600.52447 836.42933 742.06739 600.52447 
##     18777     18778     18779     18780     18781     18782     18783     18784 
## 506.16253 364.61962 411.80059 742.06739 553.34350 128.71476 553.34350 506.16253 
##     18785     18786     18787     18788     18789     18790     18791     18792 
## 553.34350 317.43865 553.34350 270.25768 506.16253 553.34350 742.06739 553.34350 
##     18793     18794     18795     18796     18797     18798     18799     18800 
## 553.34350 553.34350 553.34350 553.34350 553.34350 600.52447 553.34350 789.24836 
##     18801     18802     18803     18804     18805     18806     18807     18808 
## 553.34350 458.98156 553.34350 458.98156 600.52447 600.52447 364.61962 411.80059 
##     18809     18810     18811     18812     18813     18814     18815     18816 
## 553.34350 694.88641 553.34350 553.34350 364.61962 836.42933 553.34350 553.34350 
##     18817     18818     18819     18820     18821     18822     18823     18824 
## 223.07670 600.52447 411.80059 647.70544 600.52447 647.70544 647.70544 553.34350 
##     18825     18826     18827     18828     18829     18830     18831     18832 
## 694.88641 836.42933 600.52447 647.70544 836.42933 836.42933 553.34350 553.34350 
##     18833     18834     18835     18836     18837     18838     18839     18840 
## 506.16253 553.34350 553.34350 742.06739 742.06739 553.34350 553.34350 364.61962 
##     18841     18842     18843     18844     18845     18846     18847     18848 
## 742.06739 553.34350 553.34350 553.34350 553.34350 458.98156 647.70544 553.34350 
##     18849     18850     18851     18852     18853     18854     18855     18856 
## 742.06739 553.34350 553.34350 506.16253 553.34350 836.42933 647.70544 553.34350 
##     18857     18858     18859     18860     18861     18862     18863     18864 
## 553.34350 553.34350 506.16253 364.61962 553.34350  81.53379 553.34350 553.34350 
##     18865     18866     18867     18868     18869     18870     18871     18872 
## 836.42933 647.70544 694.88641 553.34350 742.06739 647.70544 836.42933 694.88641 
##     18873     18874     18875     18876     18877     18878     18879     18880 
## 553.34350 647.70544 789.24836 836.42933 742.06739 742.06739 553.34350 553.34350 
##     18881     18882     18883     18884     18885     18886     18887     18888 
## 317.43865 694.88641 458.98156 553.34350 836.42933 506.16253 600.52447 836.42933 
##     18889     18890     18891     18892     18893     18894     18895     18896 
## 742.06739 553.34350 458.98156 553.34350 506.16253 647.70544 411.80059 553.34350 
##     18897     18898     18899     18900     18901     18902     18903     18904 
## 553.34350 553.34350 553.34350 742.06739 789.24836 694.88641 553.34350 600.52447 
##     18905     18906     18907     18908     18909     18910     18911     18912 
## 694.88641 553.34350 742.06739 742.06739 694.88641 411.80059 600.52447 364.61962 
##     18913     18914     18915     18916     18917     18918     18919     18920 
## 600.52447 553.34350 553.34350 694.88641 553.34350 553.34350 647.70544 553.34350 
##     18921     18922     18923     18924     18925     18926     18927     18928 
## 553.34350 506.16253 458.98156 553.34350 553.34350 553.34350 553.34350 600.52447 
##     18929     18930     18931     18932     18933     18934     18935     18936 
## 553.34350 553.34350 553.34350 553.34350 600.52447 506.16253 600.52447 600.52447 
##     18937     18938     18939     18940     18941     18942     18943     18944 
## 553.34350 553.34350 553.34350 506.16253 270.25768 270.25768 647.70544 600.52447 
##     18945     18946     18947     18948     18949     18950     18951     18952 
## 600.52447 553.34350 647.70544 270.25768 789.24836 553.34350 742.06739 742.06739 
##     18953     18954     18955     18956     18957     18958     18959     18960 
## 317.43865 553.34350 553.34350 742.06739 742.06739 836.42933 458.98156 553.34350 
##     18961     18962     18963     18964     18965     18966     18967     18968 
## 553.34350 694.88641 553.34350 553.34350 458.98156 553.34350 553.34350 553.34350 
##     18969     18970     18971     18972     18973     18974     18975     18976 
## 553.34350 553.34350 694.88641 742.06739 694.88641 458.98156 458.98156 364.61962 
##     18977     18978     18979     18980     18981     18982     18983     18984 
## 411.80059 647.70544 458.98156 458.98156 553.34350 647.70544 694.88641 364.61962 
##     18985     18986     18987     18988     18989     18990     18991     18992 
## 647.70544 836.42933 836.42933 742.06739 553.34350 553.34350 553.34350 553.34350 
##     18993     18994     18995     18996     18997     18998     18999     19000 
## 364.61962 553.34350 600.52447 836.42933 411.80059 553.34350 600.52447 836.42933 
##     19001     19002     19003     19004     19005     19006     19007     19008 
## 647.70544 600.52447 600.52447 836.42933 506.16253 553.34350 506.16253 458.98156 
##     19009     19010     19011     19012     19013     19014     19015     19016 
## 553.34350 553.34350 223.07670 553.34350 506.16253 553.34350 600.52447 553.34350 
##     19017     19018     19019     19020     19021     19022     19023     19024 
## 789.24836 836.42933 553.34350 694.88641 553.34350 553.34350 742.06739 458.98156 
##     19025     19026     19027     19028     19029     19030     19031     19032 
## 458.98156 553.34350 553.34350 789.24836 742.06739 789.24836 411.80059 553.34350 
##     19033     19034     19035     19036     19037     19038     19039     19040 
## 694.88641 742.06739 553.34350 553.34350 364.61962 506.16253 553.34350 836.42933 
##     19041     19042     19043     19044     19045     19046     19047     19048 
## 836.42933 553.34350 411.80059 647.70544 553.34350 836.42933 647.70544 553.34350 
##     19049     19050     19051     19052     19053     19054     19055     19056 
## 553.34350 647.70544 223.07670 742.06739 742.06739 553.34350 694.88641 789.24836 
##     19057     19058     19059     19060     19061     19062     19063     19064 
## 506.16253 553.34350 553.34350 742.06739 411.80059 270.25768 742.06739 553.34350 
##     19065     19066     19067     19068     19069     19070     19071     19072 
## 789.24836 553.34350 836.42933 506.16253 553.34350 647.70544 694.88641 553.34350 
##     19073     19074     19075     19076     19077     19078     19079     19080 
## 836.42933 553.34350 364.61962 553.34350 506.16253 553.34350 553.34350 317.43865 
##     19081     19082     19083     19084     19085     19086     19087     19088 
## 647.70544 553.34350 553.34350 742.06739 458.98156 553.34350 553.34350 364.61962 
##     19089     19090     19091     19092     19093     19094     19095     19096 
## 506.16253 506.16253 553.34350 458.98156 506.16253 553.34350 742.06739 458.98156 
##     19097     19098     19099     19100     19101     19102     19103     19104 
## 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 600.52447 647.70544 
##     19105     19106     19107     19108     19109     19110     19111     19112 
## 553.34350 317.43865 600.52447 553.34350 364.61962 458.98156 553.34350 553.34350 
##     19113     19114     19115     19116     19117     19118     19119     19120 
## 600.52447  81.53379 553.34350 553.34350 317.43865 553.34350 553.34350 553.34350 
##     19121     19122     19123     19124     19125     19126     19127     19128 
## 317.43865 647.70544 789.24836 317.43865 458.98156 506.16253 553.34350 742.06739 
##     19129     19130     19131     19132     19133     19134     19135     19136 
## 742.06739 553.34350 836.42933 553.34350 270.25768 270.25768 553.34350 553.34350 
##     19137     19138     19139     19140     19141     19142     19143     19144 
## 506.16253 553.34350 506.16253 600.52447 553.34350 553.34350 553.34350 506.16253 
##     19145     19146     19147     19148     19149     19150     19151     19152 
## 317.43865 836.42933 175.89573 553.34350 553.34350 647.70544 600.52447 600.52447 
##     19153     19154     19155     19156     19157     19158     19159     19160 
## 506.16253 553.34350 411.80059 364.61962 742.06739 553.34350 836.42933  81.53379 
##     19161     19162     19163     19164     19165     19166     19167     19168 
## 694.88641 742.06739 553.34350 553.34350 553.34350 694.88641 694.88641 742.06739 
##     19169     19170     19171     19172     19173     19174     19175     19176 
## 600.52447 742.06739 553.34350 553.34350 553.34350 553.34350 742.06739 836.42933 
##     19177     19178     19179     19180     19181     19182     19183     19184 
## 789.24836 694.88641 600.52447 458.98156 694.88641 553.34350 411.80059 553.34350 
##     19185     19186     19187     19188     19189     19190     19191     19192 
## 742.06739 411.80059 458.98156 553.34350 553.34350 742.06739 411.80059 836.42933 
##     19193     19194     19195     19196     19197     19198     19199     19200 
## 364.61962 789.24836 742.06739 553.34350 742.06739 647.70544 600.52447 647.70544 
##     19201     19202     19203     19204     19205     19206     19207     19208 
## 647.70544 458.98156 223.07670 553.34350 553.34350 647.70544 600.52447 553.34350 
##     19209     19210     19211     19212     19213     19214     19215     19216 
## 553.34350 647.70544 506.16253 553.34350 553.34350 600.52447 506.16253 553.34350 
##     19217     19218     19219     19220     19221     19222     19223     19224 
## 600.52447 694.88641 553.34350 742.06739 742.06739 553.34350 742.06739 553.34350 
##     19225     19226     19227     19228     19229     19230     19231     19232 
## 553.34350 553.34350 647.70544 553.34350 553.34350 647.70544 458.98156 223.07670 
##     19233     19234     19235     19236     19237     19238     19239     19240 
## 553.34350 128.71476 836.42933 647.70544 647.70544 553.34350 553.34350 128.71476 
##     19241     19242     19243     19244     19245     19246     19247     19248 
## 553.34350 553.34350 506.16253 553.34350 742.06739 553.34350 553.34350 647.70544 
##     19249     19250     19251     19252     19253     19254     19255     19256 
## 742.06739 647.70544 553.34350 553.34350 411.80059 694.88641 553.34350 411.80059 
##     19257     19258     19259     19260     19261     19262     19263     19264 
## 742.06739 270.25768 600.52447 600.52447 553.34350 553.34350 742.06739 553.34350 
##     19265     19266     19267     19268     19269     19270     19271     19272 
## 553.34350 553.34350 553.34350 789.24836 553.34350 553.34350 411.80059 600.52447 
##     19273     19274     19275     19276     19277     19278     19279     19280 
## 647.70544 553.34350 647.70544 742.06739 742.06739 553.34350 553.34350 553.34350 
##     19281     19282     19283     19284     19285     19286     19287     19288 
## 647.70544 647.70544 553.34350 553.34350 506.16253 553.34350 553.34350 553.34350 
##     19289     19290     19291     19292     19293     19294     19295     19296 
## 647.70544 317.43865 647.70544 223.07670 506.16253 553.34350 553.34350 600.52447 
##     19297     19298     19299     19300     19301     19302     19303     19304 
## 553.34350 694.88641 694.88641 694.88641 694.88641 694.88641 742.06739 553.34350 
##     19305     19306     19307     19308     19309     19310     19311     19312 
## 742.06739 694.88641 553.34350 364.61962 600.52447 647.70544 553.34350 553.34350 
##     19313     19314     19315     19316     19317     19318     19319     19320 
## 553.34350 600.52447 553.34350 553.34350 411.80059 836.42933 742.06739 553.34350 
##     19321     19322     19323     19324     19325     19326     19327     19328 
## 600.52447 600.52447 742.06739 694.88641 553.34350 647.70544 742.06739 647.70544 
##     19329     19330     19331     19332     19333     19334     19335     19336 
## 694.88641 553.34350 553.34350 647.70544 553.34350 553.34350 458.98156 553.34350 
##     19337     19338     19339     19340     19341     19342     19343     19344 
## 647.70544 553.34350 742.06739 694.88641 553.34350 600.52447 742.06739 458.98156 
##     19345     19346     19347     19348     19349     19350     19351     19352 
## 458.98156 270.25768 553.34350 742.06739 742.06739 789.24836 600.52447 742.06739 
##     19353     19354     19355     19356     19357     19358     19359     19360 
## 836.42933 458.98156 600.52447 789.24836 742.06739 742.06739 742.06739 458.98156 
##     19361     19362     19363     19364     19365     19366     19367     19368 
## 553.34350 553.34350 647.70544 600.52447 647.70544 647.70544 553.34350 742.06739 
##     19369     19370     19371     19372     19373     19374     19375     19376 
## 553.34350 553.34350 364.61962 128.71476 647.70544 411.80059 789.24836 411.80059 
##     19377     19378     19379     19380     19381     19382     19383     19384 
## 553.34350 553.34350 836.42933 742.06739 506.16253 600.52447 553.34350 553.34350 
##     19385     19386     19387     19388     19389     19390     19391     19392 
## 742.06739 553.34350 553.34350 553.34350 742.06739 647.70544 458.98156 411.80059 
##     19393     19394     19395     19396     19397     19398     19399     19400 
## 411.80059 694.88641 553.34350 553.34350 742.06739 553.34350 742.06739 364.61962 
##     19401     19402     19403     19404     19405     19406     19407     19408 
## 553.34350 553.34350 553.34350 742.06739 742.06739 553.34350 553.34350 600.52447 
##     19409     19410     19411     19412     19413     19414     19415     19416 
## 506.16253 553.34350 789.24836 647.70544 364.61962 789.24836 553.34350 600.52447 
##     19417     19418     19419     19420     19421     19422     19423     19424 
## 694.88641 836.42933 270.25768 364.61962  34.35282 553.34350 553.34350 175.89573 
##     19425     19426     19427     19428     19429     19430     19431     19432 
## 553.34350 647.70544 364.61962 411.80059 364.61962 742.06739 553.34350 553.34350 
##     19433     19434     19435     19436     19437     19438     19439     19440 
## 553.34350 553.34350 694.88641 553.34350 458.98156 553.34350 600.52447 458.98156 
##     19441     19442     19443     19444     19445     19446     19447     19448 
## 553.34350 506.16253 317.43865 175.89573 506.16253 553.34350 553.34350 553.34350 
##     19449     19450     19451     19452     19453     19454     19455     19456 
## 411.80059 553.34350 364.61962 411.80059 553.34350 458.98156 411.80059 553.34350 
##     19457     19458     19459     19460     19461     19462     19463     19464 
## 553.34350 647.70544 553.34350 742.06739 742.06739 742.06739 647.70544 506.16253 
##     19465     19466     19467     19468     19469     19470     19471     19472 
## 553.34350 600.52447 553.34350 742.06739 600.52447 506.16253 364.61962 553.34350 
##     19473     19474     19475     19476     19477     19478     19479     19480 
## 553.34350 364.61962 742.06739 270.25768 553.34350 647.70544 270.25768 553.34350 
##     19481     19482     19483     19484     19485     19486     19487     19488 
## 553.34350 553.34350 506.16253 647.70544 364.61962 553.34350 553.34350 364.61962 
##     19489     19490     19491     19492     19493     19494     19495     19496 
## 458.98156 175.89573 553.34350 742.06739 647.70544 742.06739 742.06739 600.52447 
##     19497     19498     19499     19500     19501     19502     19503     19504 
## 647.70544 600.52447 506.16253 836.42933 411.80059 553.34350 647.70544 553.34350 
##     19505     19506     19507     19508     19509     19510     19511     19512 
## 553.34350 600.52447 364.61962 742.06739 553.34350 553.34350 600.52447 458.98156 
##     19513     19514     19515     19516     19517     19518     19519     19520 
## 553.34350 553.34350 411.80059 553.34350 647.70544 742.06739 836.42933 506.16253 
##     19521     19522     19523     19524     19525     19526     19527     19528 
## 600.52447 458.98156 458.98156 317.43865 553.34350 553.34350 600.52447 742.06739 
##     19529     19530     19531     19532     19533     19534     19535     19536 
## 270.25768 553.34350 458.98156 553.34350 364.61962 553.34350 506.16253 317.43865 
##     19537     19538     19539     19540     19541     19542     19543     19544 
## 600.52447 553.34350 647.70544 553.34350 553.34350 458.98156 506.16253 553.34350 
##     19545     19546     19547     19548     19549     19550     19551     19552 
## 742.06739 742.06739 553.34350 458.98156 600.52447 411.80059 553.34350 458.98156 
##     19553     19554     19555     19556     19557     19558     19559     19560 
## 600.52447 553.34350 836.42933 506.16253 742.06739 553.34350 553.34350 836.42933 
##     19561     19562     19563     19564     19565     19566     19567     19568 
## 836.42933 694.88641 506.16253 600.52447 458.98156 647.70544 506.16253 553.34350 
##     19569     19570     19571     19572     19573     19574     19575     19576 
## 553.34350 553.34350 647.70544 694.88641 647.70544 600.52447 270.25768 647.70544 
##     19577     19578     19579     19580     19581     19582     19583     19584 
## 364.61962 506.16253 553.34350 600.52447 553.34350 789.24836 600.52447 789.24836 
##     19585     19586     19587     19588     19589     19590     19591     19592 
## 742.06739 553.34350 553.34350 647.70544 553.34350 694.88641 553.34350 647.70544 
##     19593     19594     19595     19596     19597     19598     19599     19600 
## 742.06739 553.34350 458.98156 694.88641 553.34350 742.06739 553.34350 553.34350 
##     19601     19602     19603     19604     19605     19606     19607     19608 
## 553.34350 458.98156 553.34350 553.34350 742.06739 742.06739 553.34350 553.34350 
##     19609     19610     19611     19612     19613     19614     19615     19616 
## 553.34350 553.34350 553.34350 553.34350 553.34350 647.70544 317.43865 647.70544 
##     19617     19618     19619     19620     19621     19622     19623     19624 
## 742.06739 789.24836 553.34350 600.52447 553.34350 600.52447 789.24836 458.98156 
##     19625     19626     19627     19628     19629     19630     19631     19632 
## 553.34350 506.16253 364.61962 553.34350 553.34350 411.80059 553.34350 553.34350 
##     19633     19634     19635     19636     19637     19638     19639     19640 
## 553.34350 553.34350 836.42933 553.34350 553.34350 742.06739 506.16253 553.34350 
##     19641     19642     19643     19644     19645     19646     19647     19648 
## 364.61962 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 411.80059 
##     19649     19650     19651     19652     19653     19654     19655     19656 
## 553.34350 553.34350 553.34350 742.06739 458.98156 647.70544 553.34350 647.70544 
##     19657     19658     19659     19660     19661     19662     19663     19664 
## 742.06739 647.70544 647.70544 694.88641 553.34350 553.34350 553.34350 836.42933 
##     19665     19666     19667     19668     19669     19670     19671     19672 
## 553.34350 553.34350 553.34350 836.42933 364.61962 506.16253 836.42933 270.25768 
##     19673     19674     19675     19676     19677     19678     19679     19680 
## 458.98156 458.98156 553.34350 553.34350 742.06739 506.16253 742.06739 742.06739 
##     19681     19682     19683     19684     19685     19686     19687     19688 
## 553.34350 553.34350 553.34350 742.06739 694.88641 553.34350 553.34350 506.16253 
##     19689     19690     19691     19692     19693     19694     19695     19696 
## 553.34350 600.52447 647.70544 553.34350 411.80059 553.34350 600.52447 364.61962 
##     19697     19698     19699     19700     19701     19702     19703     19704 
## 553.34350 600.52447 317.43865 553.34350 742.06739 553.34350 506.16253 223.07670 
##     19705     19706     19707     19708     19709     19710     19711     19712 
## 600.52447 364.61962 553.34350 647.70544 600.52447 742.06739 647.70544 694.88641 
##     19713     19714     19715     19716     19717     19718     19719     19720 
## 742.06739 553.34350 553.34350 647.70544 553.34350 553.34350 458.98156 553.34350 
##     19721     19722     19723     19724     19725     19726     19727     19728 
## 458.98156 411.80059 364.61962 175.89573 553.34350 411.80059 553.34350 600.52447 
##     19729     19730     19731     19732     19733     19734     19735     19736 
## 553.34350 836.42933 694.88641 553.34350 836.42933 694.88641 647.70544 742.06739 
##     19737     19738     19739     19740     19741     19742     19743     19744 
## 458.98156 364.61962 458.98156 647.70544 647.70544 553.34350 694.88641 836.42933 
##     19745     19746     19747     19748     19749     19750     19751     19752 
## 789.24836 742.06739 364.61962 553.34350 553.34350 742.06739 317.43865 553.34350 
##     19753     19754     19755     19756     19757     19758     19759     19760 
## 458.98156 600.52447 553.34350 270.25768 836.42933 742.06739 836.42933 553.34350 
##     19761     19762     19763     19764     19765     19766     19767     19768 
## 694.88641 553.34350 553.34350 553.34350 553.34350 742.06739 647.70544 553.34350 
##     19769     19770     19771     19772     19773     19774     19775     19776 
## 600.52447 553.34350 742.06739 600.52447 553.34350 553.34350 553.34350 458.98156 
##     19777     19778     19779     19780     19781     19782     19783     19784 
## 553.34350 694.88641 553.34350 553.34350 600.52447 553.34350 553.34350 553.34350 
##     19785     19786     19787     19788     19789     19790     19791     19792 
## 836.42933 506.16253 553.34350 600.52447 553.34350 647.70544 647.70544 506.16253 
##     19793     19794     19795     19796     19797     19798     19799     19800 
## 411.80059 128.71476 553.34350 317.43865 458.98156 458.98156 789.24836 694.88641 
##     19801     19802     19803     19804     19805     19806     19807     19808 
## 553.34350 553.34350 553.34350 411.80059 600.52447 647.70544 742.06739 553.34350 
##     19809     19810     19811     19812     19813     19814     19815     19816 
## 789.24836 600.52447 742.06739 506.16253 553.34350 411.80059 364.61962 553.34350 
##     19817     19818     19819     19820     19821     19822     19823     19824 
## 553.34350 553.34350 553.34350 553.34350 553.34350 742.06739 553.34350 506.16253 
##     19825     19826     19827     19828     19829     19830     19831     19832 
## 506.16253 458.98156 742.06739 647.70544 553.34350 553.34350 553.34350 364.61962 
##     19833     19834     19835     19836     19837     19838     19839     19840 
## 694.88641 600.52447 553.34350 553.34350 553.34350 553.34350 553.34350 836.42933 
##     19841     19842     19843     19844     19845     19846     19847     19848 
## 553.34350 553.34350 553.34350 647.70544 742.06739 647.70544 411.80059 411.80059 
##     19849     19850     19851     19852     19853     19854     19855     19856 
## 553.34350 553.34350 742.06739 553.34350 836.42933 789.24836 694.88641 553.34350 
##     19857     19858     19859     19860     19861     19862     19863     19864 
## 458.98156 506.16253 553.34350 647.70544 836.42933 553.34350 742.06739 694.88641 
##     19865     19866     19867     19868     19869     19870     19871     19872 
## 553.34350 506.16253 553.34350 175.89573 742.06739 364.61962 647.70544 694.88641 
##     19873     19874     19875     19876     19877     19878     19879     19880 
## 553.34350 553.34350 553.34350 553.34350 506.16253 600.52447 553.34350 553.34350 
##     19881     19882     19883     19884     19885     19886     19887     19888 
## 553.34350 553.34350 553.34350 647.70544 -12.82815 836.42933 506.16253 317.43865 
##     19889     19890     19891     19892     19893     19894     19895     19896 
## 270.25768 553.34350 175.89573 553.34350 836.42933 553.34350 553.34350 553.34350 
##     19897     19898     19899     19900     19901     19902     19903     19904 
## 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 647.70544 553.34350 
##     19905     19906     19907     19908     19909     19910     19911     19912 
## 600.52447 742.06739 742.06739 553.34350 553.34350 506.16253 506.16253 694.88641 
##     19913     19914     19915     19916     19917     19918     19919     19920 
## 411.80059 553.34350 506.16253 411.80059 742.06739 553.34350 647.70544 458.98156 
##     19921     19922     19923     19924     19925     19926     19927     19928 
## 600.52447 647.70544 742.06739 600.52447 553.34350 600.52447 836.42933 553.34350 
##     19929     19930     19931     19932     19933     19934     19935     19936 
## 647.70544 647.70544 694.88641 553.34350 553.34350 742.06739 647.70544 553.34350 
##     19937     19938     19939     19940     19941     19942     19943     19944 
## 553.34350 553.34350 553.34350 553.34350 742.06739 836.42933 742.06739 553.34350 
##     19945     19946     19947     19948     19949     19950     19951     19952 
## 742.06739 600.52447 647.70544 506.16253 553.34350 742.06739 553.34350 647.70544 
##     19953     19954     19955     19956     19957     19958     19959     19960 
## 742.06739 789.24836 647.70544 600.52447 553.34350 836.42933 553.34350 553.34350 
##     19961     19962     19963     19964     19965     19966     19967     19968 
## 553.34350 553.34350 553.34350 600.52447 647.70544 364.61962 789.24836 553.34350 
##     19969     19970     19971     19972     19973     19974     19975     19976 
## 553.34350 553.34350 694.88641 553.34350 742.06739 742.06739 742.06739 647.70544 
##     19977     19978     19979     19980     19981     19982     19983     19984 
## 742.06739 553.34350 553.34350 647.70544 742.06739 600.52447 742.06739 694.88641 
##     19985     19986     19987     19988     19989     19990     19991     19992 
## 694.88641 553.34350 411.80059 742.06739 742.06739 553.34350 553.34350 647.70544 
##     19993     19994     19995     19996     19997     19998     19999     20000 
## 742.06739 836.42933 836.42933 600.52447 553.34350 647.70544 411.80059 364.61962 
##     20001     20002     20003     20004     20005     20006     20007     20008 
## 742.06739 789.24836 553.34350 553.34350 553.34350 553.34350 836.42933  34.35282 
##     20009     20010     20011     20012     20013     20014     20015     20016 
## 742.06739 553.34350 553.34350 317.43865 553.34350 364.61962 600.52447 553.34350 
##     20017     20018     20019     20020     20021     20022     20023     20024 
## 694.88641 553.34350 553.34350 553.34350 789.24836 789.24836 600.52447 836.42933 
##     20025     20026     20027     20028     20029     20030     20031     20032 
## 742.06739 458.98156 647.70544 836.42933 836.42933 836.42933 742.06739 317.43865 
##     20033     20034     20035     20036     20037     20038     20039     20040 
## 553.34350 553.34350 647.70544 836.42933 742.06739 553.34350 553.34350 506.16253 
##     20041     20042     20043     20044     20045     20046     20047     20048 
## 458.98156 411.80059 742.06739 553.34350 553.34350 553.34350 553.34350 836.42933 
##     20049     20050     20051     20052     20053     20054     20055     20056 
## 553.34350 600.52447 600.52447 553.34350 553.34350 600.52447 647.70544 553.34350 
##     20057     20058     20059     20060     20061     20062     20063     20064 
## 553.34350 458.98156 553.34350 694.88641 742.06739 694.88641 694.88641 458.98156 
##     20065     20066     20067     20068     20069     20070     20071     20072 
## 506.16253 836.42933 411.80059 836.42933 553.34350 553.34350 553.34350 553.34350 
##     20073     20074     20075     20076     20077     20078     20079     20080 
## 742.06739 600.52447 694.88641 553.34350 553.34350 647.70544 411.80059 317.43865 
##     20081     20082     20083     20084     20085     20086     20087     20088 
## 553.34350 411.80059 742.06739 553.34350 458.98156 553.34350 411.80059 364.61962 
##     20089     20090     20091     20092     20093     20094     20095     20096 
## 458.98156 411.80059 742.06739 411.80059 364.61962 364.61962 553.34350 553.34350 
##     20097     20098     20099     20100     20101     20102     20103     20104 
## 411.80059 553.34350 553.34350 647.70544 553.34350 553.34350 553.34350 742.06739 
##     20105     20106     20107     20108     20109     20110     20111     20112 
## 553.34350 742.06739 647.70544 458.98156 553.34350 647.70544 411.80059 647.70544 
##     20113     20114     20115     20116     20117     20118     20119     20120 
## 458.98156 128.71476 553.34350 647.70544 600.52447 742.06739 836.42933 553.34350 
##     20121     20122     20123     20124     20125     20126     20127     20128 
## 553.34350 270.25768 553.34350 553.34350 553.34350 742.06739 553.34350 553.34350 
##     20129     20130     20131     20132     20133     20134     20135     20136 
## 600.52447 553.34350 553.34350 458.98156 506.16253 600.52447 223.07670 553.34350 
##     20137     20138     20139     20140     20141     20142     20143     20144 
## 317.43865 506.16253 553.34350 506.16253 600.52447 553.34350 553.34350 553.34350 
##     20145     20146     20147     20148     20149     20150     20151     20152 
## 694.88641 506.16253 742.06739 364.61962 553.34350 553.34350 364.61962 647.70544 
##     20153     20154     20155     20156     20157     20158     20159     20160 
## 553.34350 647.70544 553.34350 458.98156 836.42933 600.52447 694.88641 553.34350 
##     20161     20162     20163     20164     20165     20166     20167     20168 
## 458.98156 600.52447 458.98156 506.16253 553.34350 553.34350 506.16253 553.34350 
##     20169     20170     20171     20172     20173     20174     20175     20176 
## 553.34350 647.70544 553.34350 742.06739 175.89573 553.34350 742.06739 742.06739 
##     20177     20178     20179     20180     20181     20182     20183     20184 
## 694.88641 553.34350 553.34350 553.34350 647.70544 553.34350 553.34350 553.34350 
##     20185     20186     20187     20188     20189     20190     20191     20192 
## 742.06739 742.06739 553.34350 553.34350 553.34350 506.16253 600.52447 742.06739 
##     20193     20194     20195     20196     20197     20198     20199     20200 
## 647.70544 553.34350 458.98156 694.88641 553.34350 553.34350 647.70544 553.34350 
##     20201     20202     20203     20204     20205     20206     20207     20208 
## 553.34350 600.52447 742.06739 742.06739 836.42933 553.34350 647.70544 647.70544 
##     20209     20210     20211     20212     20213     20214     20215     20216 
## 553.34350 553.34350 553.34350 553.34350 836.42933 600.52447 742.06739 317.43865 
##     20217     20218     20219     20220     20221     20222     20223     20224 
## 742.06739 553.34350 553.34350 647.70544 600.52447 789.24836 836.42933 553.34350 
##     20225     20226     20227     20228     20229     20230     20231     20232 
## 553.34350 600.52447 694.88641 553.34350 553.34350 742.06739 553.34350 553.34350 
##     20233     20234     20235     20236     20237     20238     20239     20240 
## 836.42933 317.43865 647.70544 553.34350 647.70544 553.34350 553.34350 742.06739 
##     20241     20242     20243     20244     20245     20246     20247     20248 
## 553.34350 553.34350 647.70544 836.42933 647.70544 742.06739 411.80059 553.34350 
##     20249     20250     20251     20252     20253     20254     20255     20256 
## 553.34350 553.34350 600.52447 317.43865 553.34350 600.52447 458.98156 553.34350 
##     20257     20258     20259     20260     20261     20262     20263     20264 
## 553.34350 789.24836 836.42933 553.34350 600.52447 836.42933 742.06739 647.70544 
##     20265     20266     20267     20268     20269     20270     20271     20272 
## 458.98156 836.42933 742.06739 553.34350 647.70544 789.24836 458.98156 836.42933 
##     20273     20274     20275     20276     20277     20278     20279     20280 
## 553.34350 836.42933 742.06739 600.52447 600.52447 647.70544 647.70544 458.98156 
##     20281     20282     20283     20284     20285     20286     20287     20288 
## 836.42933 694.88641 553.34350 742.06739 600.52447 742.06739 742.06739 789.24836 
##     20289     20290     20291     20292     20293     20294     20295     20296 
## 600.52447 553.34350 553.34350 553.34350 647.70544 836.42933 553.34350 553.34350 
##     20297     20298     20299     20300     20301     20302     20303     20304 
## 553.34350 364.61962 742.06739 553.34350 694.88641 458.98156 553.34350 553.34350 
##     20305     20306     20307     20308     20309     20310     20311     20312 
## 553.34350 742.06739 694.88641 553.34350 647.70544 742.06739 553.34350 458.98156 
##     20313     20314     20315     20316     20317     20318     20319     20320 
## 694.88641 506.16253 647.70544 742.06739 364.61962 836.42933 742.06739 600.52447 
##     20321     20322     20323     20324     20325     20326     20327     20328 
## 553.34350 553.34350 553.34350 553.34350 600.52447 553.34350 742.06739 647.70544 
##     20329     20330     20331     20332     20333     20334     20335     20336 
## 553.34350 600.52447 553.34350 553.34350 742.06739 742.06739 506.16253 553.34350 
##     20337     20338     20339     20340     20341     20342     20343     20344 
## 553.34350 553.34350 553.34350 553.34350 647.70544 694.88641 553.34350 553.34350 
##     20345     20346     20347     20348     20349     20350     20351     20352 
## 553.34350 742.06739 647.70544 553.34350 647.70544 742.06739 694.88641 458.98156 
##     20353     20354     20355     20356     20357     20358     20359     20360 
## 742.06739 694.88641 742.06739 553.34350 836.42933 364.61962 411.80059 553.34350 
##     20361     20362     20363     20364     20365     20366     20367     20368 
## 553.34350 411.80059 553.34350 647.70544 553.34350 600.52447 694.88641 742.06739 
##     20369     20370     20371     20372     20373     20374     20375     20376 
## 553.34350 553.34350 789.24836 742.06739 600.52447 553.34350 553.34350 647.70544 
##     20377     20378     20379     20380     20381     20382     20383     20384 
## 600.52447 836.42933 742.06739 553.34350 553.34350 647.70544 506.16253 553.34350 
##     20385     20386     20387     20388     20389     20390     20391     20392 
## 553.34350 600.52447 647.70544 553.34350 553.34350 553.34350 506.16253 553.34350 
##     20393     20394     20395     20396     20397     20398     20399     20400 
## 317.43865 411.80059 553.34350 742.06739 789.24836 742.06739 742.06739 553.34350 
##     20401     20402     20403     20404     20405     20406     20407     20408 
## 600.52447 458.98156 553.34350 600.52447 600.52447 175.89573 364.61962 742.06739 
##     20409     20410     20411     20412     20413     20414     20415     20416 
## 742.06739 742.06739 789.24836 600.52447 553.34350 553.34350 647.70544 647.70544 
##     20417     20418     20419     20420     20421     20422     20423     20424 
## 458.98156 553.34350 600.52447 458.98156 553.34350 317.43865 553.34350 458.98156 
##     20425     20426     20427     20428     20429     20430     20431     20432 
## 553.34350 364.61962 553.34350 647.70544 553.34350 647.70544 647.70544 789.24836 
##     20433     20434     20435     20436     20437     20438     20439     20440 
## 506.16253 411.80059 789.24836 553.34350 223.07670 411.80059 647.70544 742.06739 
##     20441     20442     20443     20444     20445     20446     20447     20448 
## 647.70544 600.52447 553.34350 458.98156 506.16253 553.34350 364.61962 553.34350 
##     20449     20450     20451     20452     20453     20454     20455     20456 
## 836.42933 742.06739 175.89573 647.70544 836.42933 742.06739 128.71476 600.52447 
##     20457     20458     20459     20460     20461     20462     20463     20464 
## 553.34350 458.98156 836.42933 647.70544 506.16253 742.06739 742.06739 553.34350 
##     20465     20466     20467     20468     20469     20470     20471     20472 
## 836.42933 742.06739 647.70544 647.70544 742.06739 553.34350 128.71476 317.43865 
##     20473     20474     20475     20476     20477     20478     20479     20480 
## 647.70544 553.34350 742.06739 836.42933 836.42933 836.42933 836.42933 647.70544 
##     20481     20482     20483     20484     20485     20486     20487     20488 
## 506.16253 600.52447 506.16253 742.06739 836.42933 647.70544 553.34350 553.34350 
##     20489     20490     20491     20492     20493     20494     20495     20496 
## 647.70544 600.52447 553.34350 647.70544 742.06739 553.34350 553.34350 553.34350 
##     20497     20498     20499     20500     20501     20502     20503     20504 
## 600.52447 364.61962 458.98156  81.53379 223.07670 317.43865 270.25768 647.70544 
##     20505     20506     20507     20508     20509     20510     20511     20512 
## 742.06739 742.06739 694.88641 836.42933 789.24836 742.06739 742.06739 647.70544 
##     20513     20514     20515     20516     20517     20518     20519     20520 
## 694.88641 647.70544 742.06739 647.70544 506.16253 742.06739 742.06739 742.06739 
##     20521     20522     20523     20524     20525     20526     20527     20528 
## 742.06739 742.06739 600.52447 742.06739 553.34350 742.06739 742.06739 742.06739 
##     20529     20530     20531     20532     20533     20534     20535     20536 
## 836.42933 742.06739 270.25768 600.52447 458.98156 458.98156 553.34350 553.34350 
##     20537     20538     20539     20540     20541     20542     20543     20544 
## 553.34350 836.42933 694.88641 553.34350 742.06739 553.34350 553.34350 742.06739 
##     20545     20546     20547     20548     20549     20550     20551     20552 
## 317.43865 647.70544 553.34350 600.52447 553.34350 553.34350 553.34350 742.06739 
##     20553     20554     20555     20556     20557     20558     20559     20560 
## 836.42933 411.80059 647.70544 553.34350 647.70544 553.34350 600.52447 553.34350 
##     20561     20562     20563     20564     20565     20566     20567     20568 
## 553.34350 694.88641 553.34350 600.52447 -12.82815 364.61962 506.16253 553.34350 
##     20569     20570     20571     20572     20573     20574     20575     20576 
## 553.34350 553.34350 600.52447 836.42933 836.42933  81.53379 553.34350 553.34350 
##     20577     20578     20579     20580     20581     20582     20583     20584 
## 553.34350 742.06739 600.52447 694.88641 553.34350 647.70544 506.16253 647.70544 
##     20585     20586     20587     20588     20589     20590     20591     20592 
## 694.88641 553.34350 553.34350 694.88641 553.34350 789.24836 836.42933 742.06739 
##     20593     20594     20595     20596     20597     20598     20599     20600 
## 742.06739 647.70544 836.42933 789.24836 553.34350 270.25768 647.70544 600.52447 
##     20601     20602     20603     20604     20605     20606     20607     20608 
## 600.52447 836.42933 553.34350 270.25768 836.42933 364.61962 600.52447 694.88641 
##     20609     20610     20611     20612     20613     20614     20615     20616 
## 836.42933 742.06739 836.42933 742.06739 553.34350 647.70544 553.34350 836.42933 
##     20617     20618     20619     20620     20621     20622     20623     20624 
## 506.16253 742.06739 553.34350 600.52447 647.70544 647.70544 270.25768 647.70544 
##     20625     20626     20627     20628     20629     20630     20631     20632 
## 553.34350 506.16253 742.06739 553.34350 506.16253 647.70544 506.16253 647.70544 
##     20633     20634     20635     20636     20637     20638     20639     20640 
## 553.34350 647.70544 553.34350 270.25768 553.34350 647.70544 742.06739 270.25768 
##     20641     20642     20643     20644     20645     20646     20647     20648 
## 270.25768 836.42933 553.34350 553.34350 553.34350 553.34350 458.98156 647.70544 
##     20649     20650     20651     20652     20653     20654     20655     20656 
## 553.34350 742.06739 694.88641 553.34350 553.34350 836.42933 600.52447 553.34350 
##     20657     20658     20659     20660     20661     20662     20663     20664 
## 600.52447 553.34350 270.25768 223.07670 411.80059 600.52447 270.25768 175.89573 
##     20665     20666     20667     20668     20669     20670     20671     20672 
## 553.34350 411.80059 553.34350 553.34350 742.06739 458.98156 364.61962 553.34350 
##     20673     20674     20675     20676     20677     20678     20679     20680 
## 836.42933 742.06739 553.34350 742.06739 836.42933 836.42933 694.88641 553.34350 
##     20681     20682     20683     20684     20685     20686     20687     20688 
## 553.34350 553.34350 742.06739 647.70544 742.06739 364.61962 553.34350 742.06739 
##     20689     20690     20691     20692     20693     20694     20695     20696 
## 836.42933 742.06739 553.34350 647.70544 506.16253 647.70544 317.43865 553.34350 
##     20697     20698     20699     20700     20701     20702     20703     20704 
## 411.80059 270.25768 270.25768 506.16253 458.98156 742.06739 789.24836 836.42933 
##     20705     20706     20707     20708     20709     20710     20711     20712 
## 647.70544 836.42933 553.34350 742.06739 553.34350 647.70544 647.70544 647.70544 
##     20713     20714     20715     20716     20717     20718     20719     20720 
## 742.06739 742.06739 553.34350 694.88641 742.06739 553.34350 411.80059 742.06739 
##     20721     20722     20723     20724     20725     20726     20727     20728 
## 553.34350 553.34350 553.34350 789.24836 742.06739 647.70544 694.88641 600.52447 
##     20729     20730     20731     20732     20733     20734     20735     20736 
## 742.06739 742.06739 364.61962 600.52447 270.25768 270.25768 836.42933 553.34350 
##     20737     20738     20739     20740     20741     20742     20743     20744 
## 600.52447 742.06739 458.98156 836.42933 647.70544 506.16253 270.25768 553.34350 
##     20745     20746     20747     20748     20749     20750     20751     20752 
## 647.70544 458.98156 742.06739 836.42933 742.06739 553.34350 694.88641 647.70544 
##     20753     20754     20755     20756     20757     20758     20759     20760 
## 647.70544 742.06739 742.06739 694.88641 553.34350 742.06739 836.42933 742.06739 
##     20761     20762     20763     20764     20765     20766     20767     20768 
## 553.34350 553.34350 836.42933 694.88641 836.42933 647.70544 553.34350 600.52447 
##     20769     20770     20771     20772     20773     20774     20775     20776 
## 600.52447 553.34350 458.98156 553.34350 836.42933 742.06739 600.52447 742.06739 
##     20777     20778     20779     20780     20781     20782     20783     20784 
## 647.70544 742.06739 553.34350 553.34350 742.06739 742.06739 553.34350 742.06739 
##     20785     20786     20787     20788     20789     20790     20791     20792 
## 836.42933 458.98156 836.42933 553.34350 458.98156 600.52447 647.70544 600.52447 
##     20793     20794     20795     20796     20797     20798     20799     20800 
## 506.16253 553.34350 836.42933 553.34350 742.06739 836.42933 506.16253 458.98156 
##     20801     20802     20803     20804     20805     20806     20807     20808 
## 600.52447 553.34350 836.42933 175.89573 270.25768 411.80059 789.24836 600.52447 
##     20809     20810     20811     20812     20813     20814     20815     20816 
## 553.34350 647.70544 458.98156 270.25768 553.34350 742.06739 128.71476 411.80059 
##     20817     20818     20819     20820     20821     20822     20823     20824 
## 789.24836 600.52447 836.42933 553.34350 364.61962 742.06739 694.88641 647.70544 
##     20825     20826     20827     20828     20829     20830     20831     20832 
## 742.06739 742.06739 694.88641 836.42933 742.06739 742.06739 742.06739 647.70544 
##     20833     20834     20835     20836     20837     20838     20839     20840 
## 742.06739 553.34350 553.34350 223.07670 458.98156 742.06739 694.88641 836.42933 
##     20841     20842     20843     20844     20845     20846     20847     20848 
## 647.70544 553.34350 600.52447 742.06739 600.52447 742.06739 742.06739 411.80059 
##     20849     20850     20851     20852     20853     20854     20855     20856 
## 600.52447 836.42933 836.42933 789.24836 742.06739 553.34350 647.70544 742.06739 
##     20857     20858     20859     20860     20861     20862     20863     20864 
## 742.06739 742.06739 -12.82815 411.80059 411.80059 -12.82815 270.25768 175.89573 
##     20865     20866     20867     20868     20869     20870     20871     20872 
## 411.80059 694.88641 836.42933 553.34350 742.06739 -12.82815 742.06739 647.70544 
##     20873     20874     20875     20876     20877     20878     20879     20880 
## 553.34350 742.06739 647.70544 553.34350 836.42933 836.42933 742.06739 553.34350 
##     20881     20882     20883     20884     20885     20886     20887     20888 
## 553.34350 458.98156 836.42933 647.70544 600.52447 836.42933 742.06739 742.06739 
##     20889     20890     20891     20892     20893     20894     20895     20896 
## 694.88641 600.52447 836.42933 742.06739 600.52447 647.70544 836.42933 553.34350 
##     20897     20898     20899     20900     20901     20902     20903     20904 
## 836.42933 553.34350 553.34350 553.34350 553.34350 553.34350 600.52447 836.42933 
##     20905     20906     20907     20908     20909     20910     20911     20912 
## 742.06739 647.70544 647.70544 836.42933 553.34350 411.80059 553.34350 694.88641 
##     20913     20914     20915     20916     20917     20918     20919     20920 
## 553.34350 553.34350 742.06739 647.70544 458.98156 553.34350 506.16253 742.06739 
##     20921     20922     20923     20924     20925     20926     20927     20928 
## 647.70544 553.34350 742.06739 694.88641 647.70544 742.06739 742.06739 553.34350 
##     20929     20930     20931     20932     20933     20934     20935     20936 
## 553.34350 789.24836 742.06739 553.34350 647.70544 836.42933 506.16253 742.06739 
##     20937     20938     20939     20940     20941     20942     20943     20944 
## 694.88641 742.06739 742.06739 647.70544 836.42933 647.70544 647.70544 836.42933 
##     20945     20946     20947     20948     20949     20950     20951     20952 
## 836.42933 836.42933 742.06739 647.70544 742.06739 553.34350 553.34350 553.34350 
##     20953     20954     20955     20956     20957     20958     20959     20960 
## 647.70544 742.06739 836.42933 600.52447 789.24836 553.34350 553.34350 647.70544 
##     20961     20962     20963     20964     20965     20966     20967     20968 
## 836.42933 836.42933 553.34350 694.88641 270.25768 364.61962 270.25768 317.43865 
##     20969     20970     20971     20972     20973     20974     20975     20976 
## 647.70544 553.34350 600.52447 742.06739 553.34350 553.34350 553.34350 553.34350 
##     20977     20978     20979     20980     20981     20982     20983     20984 
## 270.25768 128.71476 411.80059 364.61962 647.70544 553.34350 553.34350 411.80059 
##     20985     20986     20987     20988     20989     20990     20991     20992 
## 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 600.52447 553.34350 
##     20993     20994     20995     20996     20997     20998     20999     21000 
## 553.34350 553.34350 553.34350 553.34350 364.61962 553.34350 553.34350 506.16253 
##     21001     21002     21003     21004     21005     21006     21007     21008 
## 553.34350 270.25768 506.16253 506.16253 600.52447 553.34350 411.80059 836.42933 
##     21009     21010     21011     21012     21013     21014     21015     21016 
## 553.34350 647.70544 694.88641 270.25768 223.07670 553.34350 364.61962 506.16253 
##     21017     21018     21019     21020     21021     21022     21023     21024 
## 553.34350 553.34350 694.88641 553.34350 742.06739 789.24836 553.34350 836.42933 
##     21025     21026     21027     21028     21029     21030     21031     21032 
## 553.34350 742.06739 506.16253 270.25768 600.52447 600.52447 600.52447 789.24836 
##     21033     21034     21035     21036     21037     21038     21039     21040 
## 553.34350 553.34350 742.06739 647.70544 742.06739 411.80059 553.34350 553.34350 
##     21041     21042     21043     21044     21045     21046     21047     21048 
## 836.42933 647.70544 836.42933 600.52447 506.16253 506.16253 836.42933 836.42933 
##     21049     21050     21051     21052     21053     21054     21055     21056 
## 553.34350 600.52447 694.88641 553.34350 647.70544 553.34350 553.34350 553.34350 
##     21057     21058     21059     21060     21061     21062     21063     21064 
## 836.42933 742.06739 553.34350 270.25768 553.34350 836.42933 553.34350 600.52447 
##     21065     21066     21067     21068     21069     21070     21071     21072 
## 553.34350 600.52447 600.52447 742.06739 694.88641 647.70544 553.34350 742.06739 
##     21073     21074     21075     21076     21077     21078     21079     21080 
## 364.61962 317.43865 553.34350 553.34350 789.24836 836.42933 742.06739 742.06739 
##     21081     21082     21083     21084     21085     21086     21087     21088 
## 647.70544 836.42933 553.34350 553.34350 742.06739 506.16253 553.34350  34.35282 
##     21089     21090     21091     21092     21093     21094     21095     21096 
## 647.70544 458.98156 553.34350 553.34350 553.34350 647.70544 506.16253 553.34350 
##     21097     21098     21099     21100     21101     21102     21103     21104 
## 317.43865 411.80059 600.52447 553.34350 553.34350 600.52447 742.06739 553.34350 
##     21105     21106     21107     21108     21109     21110     21111     21112 
## 458.98156 553.34350 553.34350 458.98156 553.34350 411.80059 411.80059 506.16253 
##     21113     21114     21115     21116     21117     21118     21119     21120 
## 553.34350 506.16253 742.06739 553.34350 836.42933 411.80059 411.80059 317.43865 
##     21121     21122     21123     21124     21125     21126     21127     21128 
## 506.16253 553.34350 647.70544 364.61962 -12.82815 458.98156 553.34350 600.52447 
##     21129     21130     21131     21132     21133     21134     21135     21136 
## 553.34350 270.25768 553.34350 364.61962 553.34350 270.25768 789.24836 647.70544 
##     21137     21138     21139     21140     21141     21142     21143     21144 
## 694.88641 553.34350 553.34350 647.70544 789.24836 647.70544 364.61962 836.42933 
##     21145     21146     21147     21148     21149     21150     21151     21152 
## 694.88641 647.70544 647.70544 694.88641 600.52447 789.24836 600.52447 742.06739 
##     21153     21154     21155     21156     21157     21158     21159     21160 
## 553.34350 553.34350 553.34350 553.34350 553.34350 647.70544 742.06739 553.34350 
##     21161     21162     21163     21164     21165     21166     21167     21168 
## 553.34350 553.34350 458.98156 789.24836 553.34350 553.34350 742.06739 836.42933 
##     21169     21170     21171     21172     21173     21174     21175     21176 
## 742.06739 506.16253 553.34350 553.34350 694.88641 458.98156 411.80059 411.80059 
##     21177     21178     21179     21180     21181     21182     21183     21184 
## 506.16253 647.70544 411.80059 836.42933 694.88641 742.06739 742.06739 789.24836 
##     21185     21186     21187     21188     21189     21190     21191     21192 
## 553.34350 742.06739 789.24836 742.06739 411.80059 647.70544 600.52447 553.34350 
##     21193     21194     21195     21196     21197     21198     21199     21200 
## 694.88641 600.52447 742.06739 506.16253 553.34350 506.16253 553.34350 553.34350 
##     21201     21202     21203     21204     21205     21206     21207     21208 
## 742.06739 553.34350 647.70544 600.52447 553.34350 553.34350 553.34350 553.34350 
##     21209     21210     21211     21212     21213     21214     21215     21216 
## 742.06739 694.88641 553.34350 600.52447 553.34350 553.34350 553.34350 128.71476 
##     21217     21218     21219     21220     21221     21222     21223     21224 
## 553.34350  81.53379 223.07670 600.52447 742.06739 742.06739 836.42933 553.34350 
##     21225     21226     21227     21228     21229     21230     21231     21232 
## 836.42933 742.06739 742.06739 694.88641 600.52447 647.70544 647.70544 742.06739 
##     21233     21234     21235     21236     21237     21238     21239     21240 
## 694.88641 742.06739 789.24836 742.06739 458.98156 553.34350 553.34350 458.98156 
##     21241     21242     21243     21244     21245     21246     21247     21248 
## 553.34350 789.24836 742.06739 553.34350 600.52447 836.42933 647.70544 553.34350 
##     21249     21250     21251     21252     21253     21254     21255     21256 
## 742.06739 742.06739 553.34350 789.24836 553.34350 694.88641 789.24836 553.34350 
##     21257     21258     21259     21260     21261     21262     21263     21264 
## 742.06739 458.98156  81.53379 742.06739 742.06739 836.42933 553.34350 364.61962 
##     21265     21266     21267     21268     21269     21270     21271     21272 
## 694.88641 600.52447 600.52447 647.70544 600.52447 458.98156 553.34350 600.52447 
##     21273     21274     21275     21276     21277     21278     21279     21280 
## 836.42933 789.24836 694.88641 553.34350 647.70544 647.70544 742.06739 647.70544 
##     21281     21282     21283     21284     21285     21286     21287     21288 
## 742.06739 600.52447 647.70544 317.43865 742.06739 647.70544 553.34350 600.52447 
##     21289     21290     21291     21292     21293     21294     21295     21296 
## 836.42933 694.88641 647.70544 553.34350 647.70544 836.42933 742.06739 553.34350 
##     21297     21298     21299     21300     21301     21302     21303     21304 
## 553.34350 742.06739 270.25768 175.89573 647.70544 647.70544 694.88641 742.06739 
##     21305     21306     21307     21308     21309     21310     21311     21312 
## 836.42933 553.34350 742.06739 694.88641 553.34350 553.34350 600.52447 458.98156 
##     21313     21314     21315     21316     21317     21318     21319     21320 
## 647.70544 694.88641 458.98156 553.34350 600.52447 647.70544 694.88641 -12.82815 
##     21321     21322     21323     21324     21325     21326     21327     21328 
## 553.34350 836.42933 694.88641 647.70544 647.70544 223.07670 458.98156 553.34350 
##     21329     21330     21331     21332     21333     21334     21335     21336 
## 600.52447 553.34350  34.35282 647.70544 742.06739 553.34350 553.34350 600.52447 
##     21337     21338     21339     21340     21341     21342     21343     21344 
## 742.06739 411.80059 553.34350 553.34350 836.42933 553.34350 553.34350 553.34350 
##     21345     21346     21347     21348     21349     21350     21351     21352 
## 553.34350 553.34350 600.52447 600.52447 647.70544 553.34350 600.52447 647.70544 
##     21353     21354     21355     21356     21357     21358     21359     21360 
## 553.34350 600.52447 411.80059 742.06739 553.34350 836.42933 553.34350 553.34350 
##     21361     21362     21363     21364     21365     21366     21367     21368 
## 553.34350 600.52447 553.34350 553.34350 600.52447 553.34350 600.52447 647.70544 
##     21369     21370     21371     21372     21373     21374     21375     21376 
## 553.34350 553.34350 553.34350 553.34350 742.06739 836.42933 742.06739 411.80059 
##     21377     21378     21379     21380     21381     21382     21383     21384 
## 553.34350 553.34350 458.98156 742.06739 553.34350 553.34350 600.52447 694.88641 
##     21385     21386     21387     21388     21389     21390     21391     21392 
## 458.98156 458.98156 553.34350 742.06739 364.61962 553.34350 553.34350 742.06739 
##     21393     21394     21395     21396     21397     21398     21399     21400 
## 364.61962 647.70544 836.42933 553.34350 836.42933 411.80059 317.43865 553.34350 
##     21401     21402     21403     21404     21405     21406     21407     21408 
## 647.70544 647.70544 270.25768 600.52447 647.70544 647.70544 553.34350 553.34350 
##     21409     21410     21411     21412     21413     21414     21415     21416 
## 742.06739 553.34350 647.70544 553.34350 836.42933 694.88641 694.88641 742.06739 
##     21417     21418     21419     21420     21421     21422     21423     21424 
## 553.34350 836.42933 553.34350 458.98156 506.16253 553.34350 789.24836 553.34350 
##     21425     21426     21427     21428     21429     21430     21431     21432 
## 600.52447 553.34350 411.80059 317.43865 553.34350 553.34350 647.70544 411.80059 
##     21433     21434     21435     21436     21437     21438     21439     21440 
## 411.80059 600.52447 647.70544 -12.82815 458.98156 553.34350 411.80059 789.24836 
##     21441     21442     21443     21444     21445     21446     21447     21448 
## 553.34350 647.70544 364.61962 553.34350 223.07670 836.42933 742.06739 647.70544 
##     21449     21450     21451     21452     21453     21454     21455     21456 
## 270.25768 742.06739 506.16253 364.61962 270.25768 175.89573 553.34350 364.61962 
##     21457     21458     21459     21460     21461     21462     21463     21464 
## 553.34350 553.34350 317.43865 553.34350 742.06739 364.61962 270.25768 458.98156 
##     21465     21466     21467     21468     21469     21470     21471     21472 
## 506.16253 553.34350 600.52447 175.89573 789.24836 742.06739 553.34350 742.06739 
##     21473     21474     21475     21476     21477     21478     21479     21480 
## 553.34350 553.34350 600.52447 553.34350 553.34350 742.06739 742.06739 600.52447 
##     21481     21482     21483     21484     21485     21486     21487     21488 
## 553.34350 600.52447 553.34350 600.52447 742.06739 600.52447 742.06739 223.07670 
##     21489     21490     21491     21492     21493     21494     21495     21496 
## 128.71476 553.34350 553.34350 742.06739 694.88641 742.06739 647.70544 742.06739 
##     21497     21498     21499     21500     21501     21502     21503     21504 
## 789.24836 742.06739 411.80059 553.34350 553.34350 553.34350 694.88641 128.71476 
##     21505     21506     21507     21508     21509     21510     21511     21512 
## 175.89573 553.34350 836.42933 553.34350 553.34350 -12.82815 -12.82815 458.98156 
##     21513     21514     21515     21516     21517     21518     21519     21520 
## 600.52447 742.06739 553.34350 553.34350 742.06739 411.80059 647.70544 553.34350 
##     21521     21522     21523     21524     21525     21526     21527     21528 
## 553.34350 223.07670 647.70544 553.34350 553.34350 270.25768 647.70544 411.80059 
##     21529     21530     21531     21532     21533     21534     21535     21536 
## 742.06739 553.34350 553.34350 553.34350 742.06739 553.34350 742.06739 647.70544 
##     21537     21538     21539     21540     21541     21542     21543     21544 
## 647.70544 600.52447 553.34350 364.61962 553.34350 600.52447 458.98156  34.35282 
##     21545     21546     21547     21548     21549     21550     21551     21552 
## -12.82815  34.35282 506.16253  34.35282 742.06739 553.34350 742.06739 553.34350 
##     21553     21554     21555     21556     21557     21558     21559     21560 
## 553.34350 270.25768 836.42933 836.42933 553.34350 694.88641 553.34350 647.70544 
##     21561     21562     21563     21564     21565     21566     21567     21568 
## 553.34350 317.43865 223.07670 553.34350 553.34350 553.34350 553.34350 553.34350 
##     21569     21570     21571     21572     21573     21574     21575     21576 
## 223.07670 553.34350 553.34350 742.06739 506.16253 553.34350 458.98156 647.70544 
##     21577     21578     21579     21580     21581     21582     21583     21584 
## 553.34350 553.34350 553.34350 270.25768 506.16253 742.06739 553.34350 647.70544 
##     21585     21586     21587     21588     21589     21590     21591     21592 
## 694.88641 553.34350 789.24836 647.70544 694.88641 553.34350 836.42933 647.70544 
##     21593     21594     21595     21596     21597     21598     21599     21600 
## 553.34350 553.34350 458.98156 553.34350 270.25768 600.52447 694.88641 553.34350 
##     21601     21602     21603     21604     21605     21606     21607     21608 
## 553.34350 553.34350 553.34350 -12.82815 -12.82815 411.80059 553.34350 553.34350 
##     21609     21610     21611     21612     21613     21614     21615     21616 
## 647.70544 600.52447  81.53379  81.53379 411.80059 553.34350 553.34350 553.34350 
##     21617     21618     21619     21620     21621     21622     21623     21624 
## 270.25768 270.25768 789.24836 600.52447 742.06739 -12.82815 742.06739 553.34350 
##     21625     21626     21627     21628     21629     21630     21631     21632 
##  34.35282 128.71476 458.98156 553.34350 836.42933 647.70544 836.42933 175.89573 
##     21633     21634     21635     21636     21637     21638     21639     21640 
## 600.52447 553.34350 553.34350 694.88641 553.34350 553.34350 742.06739 694.88641 
##     21641     21642     21643     21644     21645     21646     21647     21648 
## 789.24836 600.52447 789.24836 553.34350 553.34350 600.52447 694.88641 506.16253 
##     21649     21650     21651     21652     21653     21654     21655     21656 
## 553.34350 458.98156 506.16253 836.42933 223.07670 506.16253 742.06739 836.42933 
##     21657     21658     21659     21660     21661     21662     21663     21664 
## 458.98156 553.34350 647.70544 647.70544 600.52447 694.88641 364.61962 600.52447 
##     21665     21666     21667     21668     21669     21670     21671     21672 
## 553.34350 553.34350 411.80059 789.24836 553.34350 742.06739 600.52447 742.06739 
##     21673     21674     21675     21676     21677     21678     21679     21680 
## 553.34350 742.06739 553.34350 647.70544 647.70544 364.61962 647.70544 411.80059 
##     21681     21682     21683     21684     21685     21686     21687     21688 
## 553.34350 553.34350 647.70544 553.34350 647.70544 553.34350 742.06739 742.06739 
##     21689     21690     21691     21692     21693     21694     21695     21696 
## 789.24836 836.42933 553.34350 -12.82815 411.80059 458.98156 647.70544 789.24836 
##     21697     21698     21699     21700     21701     21702     21703     21704 
## 553.34350 600.52447 553.34350 458.98156 553.34350 553.34350 553.34350 600.52447 
##     21705     21706     21707     21708     21709     21710     21711     21712 
## 553.34350 270.25768 789.24836 647.70544 506.16253 553.34350 553.34350 742.06739 
##     21713     21714     21715     21716     21717     21718     21719     21720 
## 789.24836 647.70544 128.71476 553.34350 553.34350 553.34350 553.34350 553.34350 
##     21721     21722     21723     21724     21725     21726     21727     21728 
## 458.98156 647.70544 553.34350 742.06739 -12.82815 553.34350 175.89573 553.34350 
##     21729     21730     21731     21732     21733     21734     21735     21736 
## 553.34350 647.70544 553.34350 600.52447 742.06739 553.34350 647.70544 742.06739 
##     21737     21738     21739     21740     21741     21742     21743     21744 
## 647.70544 742.06739 647.70544 506.16253 553.34350 506.16253 553.34350 742.06739 
##     21745     21746     21747     21748     21749     21750     21751     21752 
## 836.42933 553.34350 647.70544 742.06739 742.06739 836.42933 742.06739 789.24836 
##     21753     21754     21755     21756     21757     21758     21759     21760 
## 742.06739 647.70544 647.70544 458.98156 128.71476 270.25768 553.34350 553.34350 
##     21761     21762     21763     21764     21765     21766     21767     21768 
## 317.43865 364.61962 553.34350 600.52447 789.24836 553.34350 836.42933 553.34350 
##     21769     21770     21771     21772     21773     21774     21775     21776 
## 506.16253 553.34350 553.34350 647.70544 742.06739 553.34350 553.34350 742.06739 
##     21777     21778     21779     21780     21781     21782     21783     21784 
## 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 553.34350 694.88641 
##     21785     21786     21787     21788     21789     21790     21791     21792 
## 553.34350 553.34350 553.34350 742.06739 553.34350 553.34350 647.70544 553.34350 
##     21793     21794     21795     21796     21797     21798     21799     21800 
## 553.34350 553.34350 647.70544 553.34350 553.34350 411.80059 600.52447 175.89573 
##     21801     21802     21803     21804     21805     21806     21807     21808 
## 553.34350 553.34350 647.70544 458.98156 458.98156 411.80059 223.07670 317.43865 
##     21809     21810     21811     21812     21813     21814     21815     21816 
## 553.34350 506.16253 553.34350 223.07670 553.34350 506.16253 458.98156 600.52447 
##     21817     21818     21819     21820     21821     21822     21823     21824 
## 364.61962 553.34350 553.34350 506.16253 553.34350 506.16253 553.34350 789.24836 
##     21825     21826     21827     21828     21829     21830     21831     21832 
## 553.34350 742.06739 270.25768 553.34350 270.25768 742.06739 -12.82815 411.80059 
##     21833     21834     21835     21836     21837     21838     21839     21840 
## 742.06739 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 742.06739 
##     21841     21842     21843     21844     21845     21846     21847     21848 
## 553.34350 553.34350 411.80059 506.16253 553.34350 364.61962 553.34350 600.52447 
##     21849     21850     21851     21852     21853     21854     21855     21856 
## 553.34350 553.34350 553.34350 742.06739 694.88641 742.06739 647.70544 600.52447 
##     21857     21858     21859     21860     21861     21862     21863     21864 
## 553.34350 742.06739 647.70544 553.34350 647.70544 742.06739 553.34350 553.34350 
##     21865     21866     21867     21868     21869     21870     21871     21872 
## 553.34350 506.16253 506.16253 553.34350 270.25768 694.88641 600.52447 742.06739 
##     21873     21874     21875     21876     21877     21878     21879     21880 
## 647.70544 553.34350 317.43865 694.88641 742.06739 600.52447 600.52447 175.89573 
##     21881     21882     21883     21884     21885     21886     21887     21888 
## 128.71476 458.98156 553.34350 553.34350 270.25768 553.34350 742.06739 742.06739 
##     21889     21890     21891     21892     21893     21894     21895     21896 
## 553.34350 789.24836 458.98156 553.34350 553.34350 600.52447 458.98156 553.34350 
##     21897     21898     21899     21900     21901     21902     21903     21904 
## 742.06739 647.70544 270.25768 553.34350 647.70544 553.34350 647.70544 553.34350 
##     21905     21906     21907     21908     21909     21910     21911     21912 
## 553.34350 553.34350 694.88641 553.34350 128.71476 270.25768 600.52447 600.52447 
##     21913     21914     21915     21916     21917     21918     21919     21920 
## 553.34350 223.07670 553.34350 553.34350 270.25768 553.34350 694.88641 553.34350 
##     21921     21922     21923     21924     21925     21926     21927     21928 
## 553.34350 128.71476 128.71476 317.43865 411.80059 411.80059 836.42933 553.34350 
##     21929     21930     21931     21932     21933     21934     21935     21936 
## 553.34350 553.34350 458.98156 600.52447 364.61962 553.34350 270.25768 553.34350 
##     21937     21938     21939     21940     21941     21942     21943     21944 
## 553.34350 647.70544 789.24836 553.34350 600.52447 553.34350 553.34350 553.34350 
##     21945     21946     21947     21948     21949     21950     21951     21952 
## 647.70544 742.06739 742.06739 647.70544  81.53379 -12.82815 836.42933 553.34350 
##     21953     21954     21955     21956     21957     21958     21959     21960 
## 789.24836 553.34350 175.89573 270.25768 836.42933 647.70544 647.70544 647.70544 
##     21961     21962     21963     21964     21965     21966     21967     21968 
## 553.34350 175.89573 223.07670 175.89573 553.34350 458.98156 694.88641 742.06739 
##     21969     21970     21971     21972     21973     21974     21975     21976 
## 506.16253 270.25768 742.06739 647.70544 836.42933 458.98156 647.70544 789.24836 
##     21977     21978     21979     21980     21981     21982     21983     21984 
## 553.34350 553.34350 647.70544 600.52447 836.42933 553.34350 553.34350 553.34350 
##     21985     21986     21987     21988     21989     21990     21991     21992 
## 458.98156 506.16253 553.34350 600.52447 694.88641 411.80059 553.34350 553.34350 
##     21993     21994     21995     21996     21997     21998     21999     22000 
## 742.06739 128.71476 553.34350 553.34350 553.34350 553.34350 789.24836 317.43865 
##     22001     22002     22003     22004     22005     22006     22007     22008 
## 128.71476 600.52447  81.53379 694.88641 506.16253 128.71476 553.34350 600.52447 
##     22009     22010     22011     22012     22013     22014     22015     22016 
## 458.98156 364.61962 742.06739 647.70544 647.70544 553.34350 742.06739 742.06739 
##     22017     22018     22019     22020     22021     22022     22023     22024 
## 836.42933 647.70544 364.61962 411.80059 364.61962 553.34350 -12.82815 600.52447 
##     22025     22026     22027     22028     22029     22030     22031     22032 
## 506.16253 647.70544 694.88641 553.34350 458.98156  81.53379 553.34350 553.34350 
##     22033     22034     22035     22036     22037     22038     22039     22040 
## 553.34350 553.34350 694.88641 270.25768 553.34350 411.80059 742.06739 742.06739 
##     22041     22042     22043     22044     22045     22046     22047     22048 
## 647.70544 647.70544 647.70544 553.34350 836.42933 789.24836 553.34350 364.61962 
##     22049     22050     22051     22052     22053     22054     22055     22056 
## 553.34350 836.42933 600.52447 128.71476 836.42933 836.42933 553.34350 553.34350 
##     22057     22058     22059     22060     22061     22062     22063     22064 
## 553.34350 506.16253 553.34350 411.80059 553.34350 647.70544 742.06739 458.98156 
##     22065     22066     22067     22068     22069     22070     22071     22072 
## 742.06739 647.70544 553.34350 506.16253 553.34350 553.34350 553.34350 553.34350 
##     22073     22074     22075     22076     22077     22078     22079     22080 
## 553.34350 553.34350 742.06739 600.52447 553.34350 553.34350 694.88641 553.34350 
##     22081     22082     22083     22084     22085     22086     22087     22088 
## 742.06739 600.52447 411.80059 789.24836 836.42933 742.06739 789.24836 600.52447 
##     22089     22090     22091     22092     22093     22094     22095     22096 
## 600.52447 836.42933 836.42933 411.80059 553.34350 553.34350 742.06739 553.34350 
##     22097     22098     22099     22100     22101     22102     22103     22104 
## 553.34350 742.06739 600.52447 553.34350 836.42933 836.42933 364.61962 553.34350 
##     22105     22106     22107     22108     22109     22110     22111     22112 
## 553.34350 742.06739 742.06739 647.70544 789.24836 553.34350 600.52447 742.06739 
##     22113     22114     22115     22116     22117     22118     22119     22120 
## 553.34350 742.06739 506.16253 836.42933 836.42933 553.34350 458.98156 553.34350 
##     22121     22122     22123     22124     22125     22126     22127     22128 
## 553.34350 553.34350 553.34350 553.34350 553.34350 600.52447 836.42933 553.34350 
##     22129     22130     22131     22132     22133     22134     22135     22136 
## 553.34350 836.42933 694.88641 742.06739 742.06739 553.34350 789.24836 506.16253 
##     22137     22138     22139     22140     22141     22142     22143     22144 
## 836.42933 742.06739 553.34350 789.24836 553.34350 553.34350 553.34350 647.70544 
##     22145     22146     22147     22148     22149     22150     22151     22152 
## 647.70544 647.70544 553.34350 553.34350 836.42933 553.34350 553.34350 553.34350 
##     22153     22154     22155     22156     22157     22158     22159     22160 
## 647.70544 553.34350 553.34350 553.34350 742.06739 553.34350 600.52447 553.34350 
##     22161     22162     22163     22164     22165     22166     22167     22168 
## 553.34350 506.16253 506.16253 600.52447 553.34350 553.34350 411.80059 694.88641 
##     22169     22170     22171     22172     22173     22174     22175     22176 
## 553.34350 742.06739 836.42933 600.52447 553.34350 553.34350 553.34350 411.80059 
##     22177     22178     22179     22180     22181     22182     22183     22184 
## 506.16253 553.34350 553.34350 506.16253 600.52447 411.80059 647.70544 694.88641 
##     22185     22186     22187     22188     22189     22190     22191     22192 
## 836.42933 647.70544 600.52447 742.06739 364.61962 458.98156 742.06739 553.34350 
##     22193     22194     22195     22196     22197     22198     22199     22200 
## 836.42933 553.34350 458.98156 553.34350 647.70544 789.24836 600.52447 742.06739 
##     22201     22202     22203     22204     22205     22206     22207     22208 
## 553.34350 742.06739 742.06739 789.24836 364.61962 506.16253 553.34350 647.70544 
##     22209     22210     22211     22212     22213     22214     22215     22216 
## 742.06739 647.70544 647.70544 647.70544 647.70544 600.52447 600.52447 364.61962 
##     22217     22218     22219     22220     22221     22222     22223     22224 
## 600.52447 789.24836 647.70544 553.34350 553.34350 647.70544 553.34350 694.88641 
##     22225     22226     22227     22228     22229     22230     22231     22232 
## 411.80059 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##     22233     22234     22235     22236     22237     22238     22239     22240 
## 600.52447 742.06739 411.80059 836.42933 553.34350 458.98156 553.34350 553.34350 
##     22241     22242     22243     22244     22245     22246     22247     22248 
## 647.70544 789.24836 647.70544 553.34350 553.34350 553.34350 553.34350 553.34350 
##     22249     22250     22251     22252     22253     22254     22255     22256 
## 742.06739 553.34350 506.16253 553.34350 553.34350 553.34350 553.34350 600.52447 
##     22257     22258     22259     22260     22261     22262     22263     22264 
## 553.34350 694.88641 364.61962 742.06739 553.34350 742.06739 553.34350 553.34350 
##     22265     22266     22267     22268     22269     22270     22271     22272 
## 458.98156 553.34350 553.34350 742.06739 836.42933 647.70544 600.52447 553.34350 
##     22273     22274     22275     22276     22277     22278     22279     22280 
## 647.70544 553.34350 506.16253 553.34350 600.52447 553.34350 600.52447 553.34350 
##     22281     22282     22283     22284     22285     22286     22287     22288 
## 553.34350 836.42933 600.52447 553.34350 553.34350 553.34350 506.16253 553.34350 
##     22289     22290     22291     22292     22293     22294     22295     22296 
## 600.52447 600.52447 742.06739 553.34350 600.52447 458.98156 742.06739 694.88641 
##     22297     22298     22299     22300     22301     22302     22303     22304 
## 694.88641 694.88641 506.16253 742.06739 553.34350 742.06739 836.42933 553.34350 
##     22305     22306     22307     22308     22309     22310     22311     22312 
## 553.34350 647.70544 600.52447 647.70544 742.06739 694.88641 553.34350 789.24836 
##     22313     22314     22315     22316     22317     22318     22319     22320 
## 553.34350 647.70544 600.52447 553.34350 647.70544 364.61962 458.98156 553.34350 
##     22321     22322     22323     22324     22325     22326     22327     22328 
## 647.70544 836.42933 836.42933 647.70544 553.34350 553.34350 600.52447 553.34350 
##     22329     22330     22331     22332     22333     22334     22335     22336 
## 694.88641 600.52447 553.34350 836.42933 553.34350 742.06739 742.06739 789.24836 
##     22337     22338     22339     22340     22341     22342     22343     22344 
## 836.42933 694.88641 553.34350 742.06739 836.42933 553.34350 647.70544 553.34350 
##     22345     22346     22347     22348     22349     22350     22351     22352 
## 789.24836 742.06739 694.88641 553.34350 647.70544 553.34350 600.52447 836.42933 
##     22353     22354     22355     22356     22357     22358     22359     22360 
## 600.52447 553.34350 694.88641 742.06739 600.52447 553.34350 553.34350 506.16253 
##     22361     22362     22363     22364     22365     22366     22367     22368 
## 553.34350 553.34350 553.34350 600.52447 836.42933 742.06739 600.52447 647.70544 
##     22369     22370     22371     22372     22373     22374     22375     22376 
## 647.70544 553.34350 553.34350 553.34350 647.70544 553.34350 647.70544 742.06739 
##     22377     22378     22379     22380     22381     22382     22383     22384 
## 600.52447 553.34350 789.24836 553.34350 553.34350 553.34350 553.34350 506.16253 
##     22385     22386     22387     22388     22389     22390     22391     22392 
## 553.34350 742.06739 742.06739 553.34350 836.42933 742.06739 553.34350 553.34350 
##     22393     22394     22395     22396     22397     22398     22399     22400 
## 600.52447 600.52447 742.06739 600.52447 553.34350 789.24836 553.34350 600.52447 
##     22401     22402     22403     22404     22405     22406     22407     22408 
## 553.34350 553.34350 553.34350 647.70544 553.34350 553.34350 742.06739 836.42933 
##     22409     22410     22411     22412     22413     22414     22415     22416 
## 742.06739 742.06739 647.70544 600.52447 742.06739 742.06739 789.24836 553.34350 
##     22417     22418     22419     22420     22421     22422     22423     22424 
## 553.34350 553.34350 553.34350 553.34350 553.34350 742.06739 553.34350 458.98156 
##     22425     22426     22427     22428     22429     22430     22431     22432 
## 742.06739 742.06739 600.52447 506.16253 647.70544 553.34350 506.16253 553.34350 
##     22433     22434     22435     22436     22437     22438     22439     22440 
## 600.52447 553.34350 647.70544 600.52447 553.34350 553.34350 553.34350 647.70544 
##     22441     22442     22443     22444     22445     22446     22447     22448 
## 553.34350 553.34350 553.34350 553.34350 553.34350 789.24836 553.34350 742.06739 
##     22449     22450     22451     22452     22453     22454     22455     22456 
## 553.34350 836.42933 600.52447 647.70544 836.42933 836.42933 647.70544 553.34350 
##     22457     22458     22459     22460     22461     22462     22463     22464 
## 553.34350 742.06739 742.06739 647.70544 742.06739 553.34350 553.34350 553.34350 
##     22465     22466     22467     22468     22469     22470     22471     22472 
## 364.61962 553.34350 553.34350 175.89573 600.52447 553.34350 600.52447 600.52447 
##     22473     22474     22475     22476     22477     22478     22479     22480 
## 836.42933 553.34350 553.34350 647.70544 647.70544 836.42933 553.34350 553.34350 
##     22481     22482     22483     22484     22485     22486     22487     22488 
## 647.70544 694.88641 742.06739 553.34350 600.52447 553.34350 553.34350 553.34350 
##     22489     22490     22491     22492     22493     22494     22495     22496 
## 742.06739 458.98156 553.34350 553.34350 553.34350 553.34350 600.52447 600.52447 
##     22497     22498     22499     22500     22501     22502     22503     22504 
## 742.06739 694.88641 647.70544 836.42933 553.34350 553.34350 364.61962 553.34350 
##     22505     22506     22507     22508     22509     22510     22511     22512 
## 789.24836 458.98156 742.06739 553.34350 553.34350 553.34350 647.70544 836.42933 
##     22513     22514     22515     22516     22517     22518     22519     22520 
## 742.06739 553.34350 600.52447 742.06739 553.34350 553.34350 742.06739 553.34350 
##     22521     22522     22523     22524     22525     22526     22527     22528 
## 647.70544 742.06739 600.52447 553.34350 553.34350 647.70544 553.34350 647.70544 
##     22529     22530     22531     22532     22533     22534     22535     22536 
## 270.25768 836.42933 600.52447 411.80059 553.34350 -12.82815 836.42933 553.34350 
##     22537     22538     22539     22540     22541     22542     22543     22544 
## 647.70544 128.71476 789.24836 836.42933 553.34350 742.06739 600.52447 553.34350 
##     22545     22546     22547     22548     22549     22550     22551     22552 
## 553.34350 553.34350 553.34350 600.52447 553.34350 553.34350 553.34350 742.06739 
##     22553     22554     22555     22556     22557     22558     22559     22560 
## 600.52447 742.06739 553.34350 553.34350 694.88641 553.34350 553.34350 553.34350 
##     22561     22562     22563     22564     22565     22566     22567     22568 
## 600.52447 647.70544 600.52447 553.34350 458.98156 600.52447 411.80059 600.52447 
##     22569     22570     22571     22572     22573     22574     22575     22576 
## 553.34350 411.80059 694.88641 647.70544 553.34350 742.06739 647.70544 553.34350 
##     22577     22578     22579     22580     22581     22582     22583     22584 
## 553.34350 836.42933 647.70544 553.34350 694.88641 553.34350 128.71476 128.71476 
##     22585     22586     22587     22588     22589     22590     22591     22592 
## 553.34350 270.25768 553.34350 458.98156 553.34350 411.80059 647.70544 742.06739 
##     22593     22594     22595     22596     22597     22598     22599     22600 
## 742.06739 647.70544 553.34350 553.34350 364.61962 553.34350 836.42933 553.34350 
##     22601     22602     22603     22604     22605     22606     22607     22608 
## 553.34350 600.52447 553.34350 647.70544 553.34350 742.06739 506.16253 836.42933 
##     22609     22610     22611     22612     22613     22614     22615     22616 
## 553.34350 647.70544 789.24836 742.06739 411.80059 553.34350 742.06739 553.34350 
##     22617     22618     22619     22620     22621     22622     22623     22624 
## 600.52447 647.70544 647.70544 647.70544 647.70544 836.42933 600.52447 600.52447 
##     22625     22626     22627     22628     22629     22630     22631     22632 
## 506.16253 600.52447 647.70544 694.88641 647.70544 742.06739 458.98156 742.06739 
##     22633     22634     22635     22636     22637     22638     22639     22640 
## 553.34350 553.34350 742.06739 600.52447 694.88641 694.88641 742.06739 694.88641 
##     22641     22642     22643     22644     22645     22646     22647     22648 
## 836.42933 647.70544 553.34350 553.34350 647.70544 600.52447 789.24836 553.34350 
##     22649     22650     22651     22652     22653     22654     22655     22656 
## 364.61962 458.98156 553.34350 553.34350 553.34350 317.43865 506.16253 647.70544 
##     22657     22658     22659     22660     22661     22662     22663     22664 
## 553.34350 411.80059 742.06739 553.34350 553.34350 553.34350 553.34350 600.52447 
##     22665     22666     22667     22668     22669     22670     22671     22672 
## 270.25768 553.34350 553.34350 553.34350 553.34350 506.16253 458.98156 223.07670 
##     22673     22674     22675     22676     22677     22678     22679     22680 
## 647.70544 553.34350 553.34350 458.98156 553.34350 411.80059 742.06739 742.06739 
##     22681     22682     22683     22684     22685     22686     22687     22688 
## 411.80059 647.70544 600.52447 553.34350 553.34350 364.61962 553.34350 836.42933 
##     22689     22690     22691     22692     22693     22694     22695     22696 
## 600.52447 600.52447 553.34350 553.34350 553.34350 553.34350 694.88641 553.34350 
##     22697     22698     22699     22700     22701     22702     22703     22704 
## 458.98156 553.34350 647.70544 647.70544 647.70544 647.70544 553.34350 553.34350 
##     22705     22706     22707     22708     22709     22710     22711     22712 
## 600.52447 742.06739 694.88641 742.06739 553.34350 553.34350 553.34350 364.61962 
##     22713     22714     22715     22716     22717     22718     22719     22720 
## 553.34350 647.70544 553.34350 553.34350 553.34350 270.25768 270.25768 506.16253 
##     22721     22722     22723     22724     22725     22726     22727     22728 
## 270.25768 553.34350 411.80059 553.34350 553.34350 836.42933 364.61962 836.42933 
##     22729     22730     22731     22732     22733     22734     22735     22736 
## 458.98156 694.88641 553.34350 553.34350 836.42933 742.06739 836.42933 836.42933 
##     22737     22738     22739     22740     22741     22742     22743     22744 
## 553.34350 600.52447 600.52447 553.34350 553.34350 694.88641 742.06739 553.34350 
##     22745     22746     22747     22748     22749     22750     22751     22752 
## 600.52447 694.88641 694.88641 553.34350 506.16253 742.06739 742.06739 458.98156 
##     22753     22754     22755     22756     22757     22758     22759     22760 
## 742.06739 553.34350 553.34350 742.06739 553.34350 789.24836 836.42933 647.70544 
##     22761     22762     22763     22764     22765     22766     22767     22768 
## 553.34350 553.34350 836.42933 836.42933 742.06739 553.34350 553.34350 694.88641 
##     22769     22770     22771     22772     22773     22774     22775     22776 
## 364.61962 553.34350 364.61962 742.06739 553.34350 553.34350 553.34350 600.52447 
##     22777     22778     22779     22780     22781     22782     22783     22784 
## 694.88641 647.70544 742.06739 742.06739 742.06739 553.34350 553.34350 647.70544 
##     22785     22786     22787     22788     22789     22790     22791     22792 
## 742.06739 553.34350 506.16253 553.34350 553.34350 600.52447 742.06739 742.06739 
##     22793     22794     22795     22796     22797     22798     22799     22800 
## 553.34350 553.34350 553.34350 694.88641 836.42933 553.34350 458.98156 553.34350 
##     22801     22802     22803     22804     22805     22806     22807     22808 
## 553.34350 600.52447 742.06739 836.42933 694.88641 553.34350 647.70544 600.52447 
##     22809     22810     22811     22812     22813     22814     22815     22816 
## 270.25768 600.52447 458.98156 600.52447 553.34350 647.70544 742.06739 553.34350 
##     22817     22818     22819     22820     22821     22822     22823     22824 
## 553.34350 458.98156 553.34350 270.25768 553.34350 553.34350 742.06739 647.70544 
##     22825     22826     22827     22828     22829     22830     22831     22832 
## 742.06739 553.34350 553.34350 553.34350 553.34350 364.61962 742.06739 553.34350 
##     22833     22834     22835     22836     22837     22838     22839     22840 
## 600.52447 553.34350 553.34350 553.34350 553.34350 553.34350 742.06739 836.42933 
##     22841     22842     22843     22844     22845     22846     22847     22848 
## 553.34350 789.24836 553.34350 553.34350 742.06739 836.42933 836.42933 742.06739 
##     22849     22850     22851     22852     22853     22854     22855     22856 
## 647.70544 600.52447 600.52447 553.34350 742.06739 742.06739 647.70544 553.34350 
##     22857     22858     22859     22860     22861     22862     22863     22864 
## 647.70544 553.34350 600.52447 742.06739 553.34350 458.98156 600.52447 647.70544 
##     22865     22866     22867     22868     22869     22870     22871     22872 
## 742.06739 789.24836 647.70544 742.06739 694.88641 742.06739 553.34350 836.42933 
##     22873     22874     22875     22876     22877     22878     22879     22880 
## 836.42933 553.34350 553.34350 742.06739 553.34350 506.16253 600.52447 694.88641 
##     22881     22882     22883     22884     22885     22886     22887     22888 
## 411.80059 506.16253 553.34350 553.34350 742.06739 553.34350 694.88641 742.06739 
##     22889     22890     22891     22892     22893     22894     22895     22896 
## 694.88641 647.70544 553.34350 647.70544 836.42933 553.34350 553.34350 553.34350 
##     22897     22898     22899     22900     22901     22902     22903     22904 
## 647.70544 694.88641 647.70544 789.24836 553.34350 553.34350 742.06739 553.34350 
##     22905     22906     22907     22908     22909     22910     22911     22912 
## 364.61962 647.70544 553.34350 836.42933 694.88641 694.88641 553.34350 553.34350 
##     22913     22914     22915     22916     22917     22918     22919     22920 
## 553.34350 553.34350 553.34350 836.42933 600.52447 647.70544 742.06739 647.70544 
##     22921     22922     22923     22924     22925     22926     22927     22928 
## 647.70544 836.42933 553.34350 553.34350 836.42933 553.34350 647.70544 553.34350 
##     22929     22930     22931     22932     22933     22934     22935     22936 
## 553.34350 506.16253 600.52447 647.70544 553.34350 553.34350 553.34350 553.34350 
##     22937     22938     22939     22940     22941     22942     22943     22944 
## 553.34350 553.34350 742.06739 553.34350 647.70544 553.34350 647.70544 600.52447 
##     22945     22946     22947     22948     22949     22950     22951     22952 
## 647.70544 694.88641 789.24836 647.70544 694.88641 647.70544 647.70544 742.06739 
##     22953     22954     22955     22956     22957     22958     22959     22960 
## 742.06739 458.98156 600.52447 836.42933 836.42933 553.34350 647.70544 553.34350 
##     22961     22962     22963     22964     22965     22966     22967     22968 
## 553.34350 694.88641 742.06739 647.70544 553.34350 458.98156 553.34350 742.06739 
##     22969     22970     22971     22972     22973     22974     22975     22976 
## 553.34350 553.34350 694.88641 742.06739 506.16253 553.34350 742.06739 411.80059 
##     22977     22978     22979     22980     22981     22982     22983     22984 
## 742.06739 553.34350 553.34350 647.70544 553.34350 553.34350 836.42933 647.70544 
##     22985     22986     22987     22988     22989     22990     22991     22992 
## 553.34350 742.06739 742.06739 553.34350 647.70544 647.70544 364.61962 600.52447 
##     22993     22994     22995     22996     22997     22998     22999     23000 
## 553.34350 742.06739 458.98156 789.24836 600.52447 742.06739 553.34350 647.70544 
##     23001     23002     23003     23004     23005     23006     23007     23008 
## 553.34350 647.70544 317.43865 600.52447 647.70544 600.52447 742.06739 647.70544 
##     23009     23010     23011     23012     23013     23014     23015     23016 
## 647.70544 458.98156 553.34350 364.61962 553.34350 553.34350 364.61962 742.06739 
##     23017     23018     23019     23020     23021     23022     23023     23024 
## 647.70544 458.98156 553.34350 647.70544 553.34350 553.34350 647.70544 647.70544 
##     23025     23026     23027     23028     23029     23030     23031     23032 
## 458.98156 647.70544 270.25768 553.34350 836.42933 600.52447 553.34350 647.70544 
##     23033     23034     23035     23036     23037     23038     23039     23040 
## 553.34350 742.06739 600.52447 742.06739 553.34350 553.34350 553.34350 553.34350 
##     23041     23042     23043     23044     23045     23046     23047     23048 
## 647.70544 553.34350 458.98156 553.34350 836.42933 836.42933 553.34350 553.34350 
##     23049     23050     23051     23052     23053     23054     23055     23056 
## 742.06739 553.34350 600.52447 553.34350 553.34350 742.06739 836.42933 553.34350 
##     23057     23058     23059     23060     23061     23062     23063     23064 
## 411.80059 694.88641 553.34350 836.42933 742.06739 553.34350 836.42933 553.34350 
##     23065     23066     23067     23068     23069     23070     23071     23072 
## 600.52447 742.06739 836.42933 553.34350 647.70544 836.42933 553.34350 270.25768 
##     23073     23074     23075     23076     23077     23078     23079     23080 
## 789.24836 647.70544 647.70544 694.88641 600.52447 836.42933 742.06739 742.06739 
##     23081     23082     23083     23084     23085     23086     23087     23088 
## 553.34350 364.61962 553.34350 553.34350 553.34350 553.34350 553.34350 647.70544 
##     23089     23090     23091     23092     23093     23094     23095     23096 
## 553.34350 553.34350 553.34350 742.06739 600.52447 694.88641 506.16253 600.52447 
##     23097     23098     23099     23100     23101     23102     23103     23104 
## 836.42933 694.88641 600.52447 553.34350 600.52447 742.06739 553.34350 553.34350 
##     23105     23106     23107     23108     23109     23110     23111     23112 
## 836.42933 694.88641 600.52447 694.88641 742.06739 742.06739 600.52447 647.70544 
##     23113     23114     23115     23116     23117     23118     23119     23120 
## 553.34350 553.34350 742.06739 553.34350 553.34350 647.70544 553.34350 647.70544 
##     23121     23122     23123     23124     23125     23126     23127     23128 
## 553.34350 553.34350 553.34350 836.42933 742.06739 553.34350 647.70544 789.24836 
##     23129     23130     23131     23132     23133     23134     23135     23136 
## 742.06739 742.06739 506.16253 553.34350 553.34350 694.88641 458.98156 742.06739 
##     23137     23138     23139     23140     23141     23142     23143     23144 
## 600.52447 647.70544 742.06739 836.42933 742.06739 742.06739 836.42933 647.70544 
##     23145     23146     23147     23148     23149     23150     23151     23152 
## 836.42933 553.34350 647.70544 553.34350 600.52447 270.25768 553.34350 506.16253 
##     23153     23154     23155     23156     23157     23158     23159     23160 
## 553.34350 742.06739 647.70544 789.24836 553.34350 458.98156 742.06739 600.52447 
##     23161     23162     23163     23164     23165     23166     23167     23168 
## 836.42933 600.52447 647.70544 600.52447 836.42933 836.42933 553.34350 553.34350 
##     23169     23170     23171     23172     23173     23174     23175     23176 
## 553.34350 553.34350 836.42933 836.42933 647.70544 553.34350 553.34350 553.34350 
##     23177     23178     23179     23180     23181     23182     23183     23184 
## 742.06739 742.06739 789.24836 742.06739 742.06739 742.06739 553.34350 553.34350 
##     23185     23186     23187     23188     23189     23190     23191     23192 
## 553.34350 742.06739 600.52447 647.70544 647.70544 836.42933 458.98156 506.16253 
##     23193     23194     23195     23196     23197     23198     23199     23200 
## 694.88641 553.34350 600.52447 647.70544 553.34350 600.52447 553.34350 789.24836 
##     23201     23202     23203     23204     23205     23206     23207     23208 
## 647.70544 553.34350 742.06739 742.06739 553.34350 553.34350 411.80059 647.70544 
##     23209     23210     23211     23212     23213     23214     23215     23216 
## 553.34350 458.98156 600.52447 600.52447 600.52447 553.34350 742.06739 553.34350 
##     23217     23218     23219     23220     23221     23222     23223     23224 
## 553.34350 -12.82815 553.34350 553.34350 742.06739 742.06739 553.34350 742.06739 
##     23225     23226     23227     23228     23229     23230     23231     23232 
## 600.52447 553.34350 553.34350 836.42933 836.42933 600.52447 647.70544 836.42933 
##     23233     23234     23235     23236     23237     23238     23239     23240 
## 553.34350 836.42933 553.34350 600.52447 553.34350 836.42933 553.34350 694.88641 
##     23241     23242     23243     23244     23245     23246     23247     23248 
## 742.06739 647.70544 742.06739 742.06739 553.34350 553.34350 553.34350 317.43865 
##     23249     23250     23251     23252     23253     23254     23255     23256 
## 694.88641 742.06739 742.06739 553.34350 647.70544 742.06739 553.34350 742.06739 
##     23257     23258     23259     23260     23261     23262     23263     23264 
## 789.24836 647.70544 742.06739 647.70544 647.70544 742.06739 789.24836 836.42933 
##     23265     23266     23267     23268     23269     23270     23271     23272 
## 647.70544 647.70544 742.06739 742.06739 742.06739 742.06739 553.34350 600.52447 
##     23273     23274     23275     23276     23277     23278     23279     23280 
## 742.06739 742.06739 553.34350 553.34350 553.34350 458.98156 553.34350 506.16253 
##     23281     23282     23283     23284     23285     23286     23287     23288 
## 458.98156 694.88641 553.34350 458.98156 836.42933 553.34350 789.24836 742.06739 
##     23289     23290     23291     23292     23293     23294     23295     23296 
## 506.16253 836.42933 647.70544 742.06739 553.34350 600.52447 553.34350 553.34350 
##     23297     23298     23299     23300     23301     23302     23303     23304 
## 647.70544 742.06739 836.42933 647.70544 647.70544 506.16253 647.70544 553.34350 
##     23305     23306     23307     23308     23309     23310     23311     23312 
## 600.52447 836.42933 270.25768 270.25768 270.25768 553.34350 647.70544 836.42933 
##     23313     23314     23315     23316     23317     23318     23319     23320 
## 836.42933 836.42933 600.52447 789.24836 742.06739 647.70544 506.16253 647.70544 
##     23321     23322     23323     23324     23325     23326     23327     23328 
## 506.16253 553.34350 553.34350 553.34350 506.16253 553.34350 647.70544 553.34350 
##     23329     23330     23331     23332     23333     23334     23335     23336 
## 553.34350 458.98156 553.34350 553.34350 553.34350 789.24836 789.24836 553.34350 
##     23337     23338     23339     23340     23341     23342     23343     23344 
## 742.06739 742.06739 742.06739 742.06739 836.42933 553.34350 789.24836 742.06739 
##     23345     23346     23347     23348     23349     23350     23351     23352 
## 553.34350 506.16253 647.70544 647.70544 553.34350 742.06739 742.06739 553.34350 
##     23353     23354     23355     23356     23357     23358     23359     23360 
## 742.06739 742.06739 647.70544 553.34350 553.34350 553.34350 553.34350 553.34350 
##     23361     23362     23363     23364     23365     23366     23367     23368 
## 553.34350 411.80059 553.34350 789.24836 553.34350 553.34350 647.70544 694.88641 
##     23369     23370     23371     23372     23373     23374     23375     23376 
## 742.06739 553.34350 411.80059 836.42933 553.34350 553.34350 553.34350 647.70544 
##     23377     23378     23379     23380     23381     23382     23383     23384 
## 506.16253 789.24836 553.34350 553.34350 553.34350 647.70544 694.88641 553.34350 
##     23385     23386     23387     23388     23389     23390     23391     23392 
## 553.34350 553.34350 742.06739 742.06739 600.52447 836.42933 742.06739 647.70544 
##     23393     23394     23395     23396     23397     23398     23399     23400 
## 553.34350 553.34350 553.34350 553.34350 553.34350 647.70544 742.06739 694.88641 
##     23401     23402     23403     23404     23405     23406     23407     23408 
## 600.52447 742.06739 742.06739 270.25768 553.34350 836.42933 789.24836 742.06739 
##     23409     23410     23411     23412     23413     23414     23415     23416 
## 553.34350 742.06739 742.06739 742.06739 742.06739 600.52447 553.34350 647.70544 
##     23417     23418     23419     23420     23421     23422     23423     23424 
## 647.70544 553.34350 553.34350 553.34350 553.34350 836.42933 742.06739 647.70544 
##     23425     23426     23427     23428     23429     23430     23431     23432 
## 694.88641 600.52447 836.42933 553.34350 836.42933 317.43865 836.42933 742.06739 
##     23433     23434     23435     23436     23437     23438     23439     23440 
## 553.34350 742.06739 506.16253 742.06739 553.34350 553.34350 553.34350 553.34350 
##     23441     23442     23443     23444     23445     23446     23447     23448 
## 553.34350 600.52447 553.34350 553.34350 836.42933 223.07670 694.88641 600.52447 
##     23449     23450     23451     23452     23453     23454     23455     23456 
## 600.52447 647.70544 742.06739 553.34350 553.34350 553.34350 553.34350 600.52447 
##     23457     23458     23459     23460     23461     23462     23463     23464 
## 836.42933 364.61962 270.25768 270.25768 789.24836 742.06739 553.34350 742.06739 
##     23465     23466     23467     23468     23469     23470     23471     23472 
## 742.06739 836.42933 553.34350 553.34350 553.34350 553.34350 553.34350 647.70544 
##     23473     23474     23475     23476     23477     23478     23479     23480 
## 742.06739 836.42933 600.52447 553.34350 694.88641 553.34350 553.34350 600.52447 
##     23481     23482     23483     23484     23485     23486     23487     23488 
## 553.34350 553.34350 836.42933 789.24836 553.34350 553.34350 553.34350 694.88641 
##     23489     23490     23491     23492     23493     23494     23495     23496 
## 647.70544 789.24836 647.70544 553.34350 647.70544 647.70544 647.70544 600.52447 
##     23497     23498     23499     23500     23501     23502     23503     23504 
## 647.70544 742.06739 836.42933 553.34350 553.34350 694.88641 553.34350 458.98156 
##     23505     23506     23507     23508     23509     23510     23511     23512 
## 553.34350 647.70544 742.06739 411.80059 600.52447 506.16253 506.16253 553.34350 
##     23513     23514     23515     23516     23517     23518     23519     23520 
## 742.06739 600.52447 600.52447 506.16253 553.34350 553.34350 742.06739 553.34350 
##     23521     23522     23523     23524     23525     23526     23527     23528 
## 600.52447 553.34350 458.98156 600.52447 317.43865 553.34350 270.25768 364.61962 
##     23529     23530     23531     23532     23533     23534     23535     23536 
## 553.34350 553.34350 270.25768 742.06739 553.34350 553.34350 553.34350 694.88641 
##     23537     23538     23539     23540     23541     23542     23543     23544 
## 553.34350 647.70544 553.34350 694.88641 694.88641 836.42933 600.52447 553.34350 
##     23545     23546     23547     23548     23549     23550     23551     23552 
## 836.42933 600.52447 553.34350 364.61962 553.34350 128.71476 647.70544 836.42933 
##     23553     23554     23555     23556     23557     23558     23559     23560 
## 789.24836 694.88641 553.34350 553.34350 458.98156 553.34350 506.16253 553.34350 
##     23561     23562     23563     23564     23565     23566     23567     23568 
## 553.34350 553.34350 411.80059 270.25768 553.34350 553.34350 742.06739 742.06739 
##     23569     23570     23571     23572     23573     23574     23575     23576 
## 694.88641 742.06739 647.70544 270.25768 553.34350 789.24836 836.42933 364.61962 
##     23577     23578     23579     23580     23581     23582     23583     23584 
## 647.70544 553.34350 458.98156 836.42933 647.70544 553.34350 506.16253 553.34350 
##     23585     23586     23587     23588     23589     23590     23591     23592 
## 836.42933 317.43865 789.24836 553.34350 553.34350 553.34350 836.42933 600.52447 
##     23593     23594     23595     23596     23597     23598     23599     23600 
## 553.34350 647.70544 223.07670 553.34350 553.34350 553.34350 553.34350 742.06739 
##     23601     23602     23603     23604     23605     23606     23607     23608 
## 789.24836 553.34350 553.34350 317.43865 553.34350 647.70544 600.52447 553.34350 
##     23609     23610     23611     23612     23613     23614     23615     23616 
## 411.80059 647.70544 458.98156 553.34350 600.52447 553.34350 600.52447 553.34350 
##     23617     23618     23619     23620     23621     23622     23623     23624 
## 647.70544 836.42933 553.34350 128.71476 553.34350 506.16253 270.25768 364.61962 
##     23625     23626     23627     23628     23629     23630     23631     23632 
## 270.25768 175.89573 270.25768 553.34350 836.42933 317.43865 553.34350 553.34350 
##     23633     23634     23635     23636     23637     23638     23639     23640 
## 553.34350 647.70544 364.61962 553.34350 647.70544 694.88641 553.34350 553.34350 
##     23641     23642     23643     23644     23645     23646     23647     23648 
## 270.25768 553.34350 600.52447 742.06739 317.43865 553.34350 600.52447 600.52447 
##     23649     23650     23651     23652     23653     23654     23655     23656 
## 553.34350 553.34350 742.06739 553.34350 742.06739 836.42933 836.42933 647.70544 
##     23657     23658     23659     23660     23661     23662     23663     23664 
## 553.34350 647.70544 458.98156 600.52447 553.34350 600.52447 600.52447 647.70544 
##     23665     23666     23667     23668     23669     23670     23671     23672 
## -12.82815 411.80059 506.16253 553.34350 458.98156 553.34350 553.34350 600.52447 
##     23673     23674     23675     23676     23677     23678     23679     23680 
## 742.06739 553.34350 742.06739 600.52447 506.16253 553.34350 694.88641 553.34350 
##     23681     23682     23683     23684     23685     23686     23687     23688 
## 175.89573 553.34350 553.34350 553.34350 270.25768 506.16253 553.34350 411.80059 
##     23689     23690     23691     23692     23693     23694     23695     23696 
## 836.42933 836.42933 553.34350 694.88641 600.52447 789.24836 694.88641 742.06739 
##     23697     23698     23699     23700     23701     23702     23703     23704 
## 553.34350 742.06739 553.34350 836.42933 694.88641 647.70544 553.34350 553.34350 
##     23705     23706     23707     23708     23709     23710     23711     23712 
## 553.34350 128.71476 553.34350 506.16253 506.16253 506.16253 553.34350 128.71476 
##     23713     23714     23715     23716     23717     23718     23719     23720 
## -12.82815 553.34350 506.16253 789.24836 553.34350 742.06739 506.16253 647.70544 
##     23721     23722     23723     23724     23725     23726     23727     23728 
## 506.16253 836.42933 742.06739 836.42933 600.52447 553.34350 694.88641 553.34350 
##     23729     23730     23731     23732     23733     23734     23735     23736 
## 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 742.06739 
##     23737     23738     23739     23740     23741     23742     23743     23744 
## 553.34350 742.06739 553.34350 553.34350 553.34350 553.34350 836.42933 506.16253 
##     23745     23746     23747     23748     23749     23750     23751     23752 
## 553.34350 742.06739  81.53379 553.34350 553.34350 553.34350 553.34350 742.06739 
##     23753     23754     23755     23756     23757     23758     23759     23760 
## 836.42933 836.42933 836.42933 506.16253 553.34350 553.34350 553.34350 458.98156 
##     23761     23762     23763     23764     23765     23766     23767     23768 
## 270.25768 553.34350 223.07670 553.34350 506.16253 553.34350 647.70544 836.42933 
##     23769     23770     23771     23772     23773     23774     23775     23776 
## 694.88641 553.34350 364.61962 647.70544 458.98156 270.25768 742.06739 742.06739 
##     23777     23778     23779     23780     23781     23782     23783     23784 
## 694.88641 742.06739 553.34350 742.06739 553.34350 742.06739 364.61962 364.61962 
##     23785     23786     23787     23788     23789     23790     23791     23792 
## 553.34350 553.34350 789.24836 411.80059 553.34350 647.70544 553.34350 553.34350 
##     23793     23794     23795     23796     23797     23798     23799     23800 
## 789.24836 506.16253 553.34350 694.88641 647.70544 742.06739 600.52447 553.34350 
##     23801     23802     23803     23804     23805     23806     23807     23808 
## 553.34350 600.52447 553.34350 458.98156 789.24836 600.52447 600.52447 600.52447 
##     23809     23810     23811     23812     23813     23814     23815     23816 
## 742.06739 647.70544 742.06739 836.42933 553.34350 553.34350 742.06739 600.52447 
##     23817     23818     23819     23820     23821     23822     23823     23824 
## 553.34350 600.52447 553.34350 553.34350 553.34350 553.34350 553.34350 600.52447 
##     23825     23826     23827     23828     23829     23830     23831     23832 
## 836.42933 694.88641 458.98156 600.52447 223.07670 364.61962 553.34350 553.34350 
##     23833     23834     23835     23836     23837     23838     23839     23840 
## 647.70544 647.70544 742.06739 553.34350 553.34350 553.34350 742.06739 553.34350 
##     23841     23842     23843     23844     23845     23846     23847     23848 
## 647.70544 458.98156 742.06739 600.52447 600.52447 742.06739 742.06739 742.06739 
##     23849     23850     23851     23852     23853     23854     23855     23856 
## 600.52447 836.42933 836.42933 836.42933 694.88641 600.52447 553.34350 553.34350 
##     23857     23858     23859     23860     23861     23862     23863     23864 
## 742.06739 836.42933 553.34350 553.34350 364.61962 553.34350 553.34350 600.52447 
##     23865     23866     23867     23868     23869     23870     23871     23872 
## 836.42933 553.34350 553.34350 506.16253 600.52447 553.34350 270.25768 553.34350 
##     23873     23874     23875     23876     23877     23878     23879     23880 
## 742.06739 600.52447 836.42933 836.42933 789.24836 600.52447 647.70544 600.52447 
##     23881     23882     23883     23884     23885     23886     23887     23888 
## 789.24836 600.52447 742.06739 600.52447 647.70544 742.06739 647.70544 553.34350 
##     23889     23890     23891     23892     23893     23894     23895     23896 
## 647.70544 364.61962 364.61962 411.80059 411.80059 411.80059  81.53379 411.80059 
##     23897     23898     23899     23900     23901     23902     23903     23904 
## 411.80059 553.34350 364.61962 -12.82815 270.25768 553.34350 553.34350 270.25768 
##     23905     23906     23907     23908     23909     23910     23911     23912 
## 694.88641 553.34350 553.34350 128.71476 553.34350 458.98156 553.34350 553.34350 
##     23913     23914     23915     23916     23917     23918     23919     23920 
## 600.52447 553.34350 600.52447 647.70544 553.34350 553.34350 553.34350 647.70544 
##     23921     23922     23923     23924     23925     23926     23927     23928 
## 506.16253 553.34350 553.34350 789.24836 600.52447 647.70544 742.06739 553.34350 
##     23929     23930     23931     23932     23933     23934     23935     23936 
## 742.06739 647.70544 553.34350 600.52447 600.52447 553.34350 836.42933 553.34350 
##     23937     23938     23939     23940     23941     23942     23943     23944 
## 789.24836 553.34350 742.06739 553.34350 647.70544 647.70544 270.25768 175.89573 
##     23945     23946     23947     23948     23949     23950     23951     23952 
## -12.82815 270.25768 836.42933 647.70544 742.06739 600.52447 647.70544 647.70544 
##     23953     23954     23955     23956     23957     23958     23959     23960 
## 742.06739 411.80059 553.34350 458.98156 647.70544 694.88641 553.34350 553.34350 
##     23961     23962     23963     23964     23965     23966     23967     23968 
## 553.34350 553.34350 553.34350 553.34350 789.24836 647.70544 742.06739 742.06739 
##     23969     23970     23971     23972     23973     23974     23975     23976 
## 553.34350 553.34350 553.34350 647.70544 553.34350 647.70544 647.70544 553.34350 
##     23977     23978     23979     23980     23981     23982     23983     23984 
## 836.42933 364.61962 270.25768 175.89573 553.34350 600.52447 742.06739 647.70544 
##     23985     23986     23987     23988     23989     23990     23991     23992 
## 553.34350 836.42933 458.98156 836.42933 789.24836 553.34350 694.88641 742.06739 
##     23993     23994     23995     23996     23997     23998     23999     24000 
## 647.70544 553.34350 742.06739 600.52447 506.16253 553.34350 553.34350 647.70544 
##     24001     24002     24003     24004     24005     24006     24007     24008 
## 742.06739 553.34350 553.34350 553.34350 836.42933 553.34350 647.70544 553.34350 
##     24009     24010     24011     24012     24013     24014     24015     24016 
## 270.25768 553.34350 553.34350 458.98156 742.06739 647.70544 694.88641 836.42933 
##     24017     24018     24019     24020     24021     24022     24023     24024 
## 742.06739 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 647.70544 
##     24025     24026     24027     24028     24029     24030     24031     24032 
## 836.42933 694.88641 458.98156 647.70544 553.34350 647.70544 506.16253 600.52447 
##     24033     24034     24035     24036     24037     24038     24039     24040 
## 647.70544 553.34350 553.34350 600.52447 553.34350 458.98156 647.70544 458.98156 
##     24041     24042     24043     24044     24045     24046     24047     24048 
## 553.34350 789.24836 742.06739 506.16253 553.34350 553.34350 647.70544 789.24836 
##     24049     24050     24051     24052     24053     24054     24055     24056 
## 647.70544 647.70544 553.34350 553.34350 694.88641 553.34350 742.06739 647.70544 
##     24057     24058     24059     24060     24061     24062     24063     24064 
## 647.70544 742.06739 364.61962 411.80059 600.52447 411.80059 553.34350 742.06739 
##     24065     24066     24067     24068     24069     24070     24071     24072 
## 694.88641 553.34350 647.70544 647.70544 742.06739 553.34350 600.52447 553.34350 
##     24073     24074     24075     24076     24077     24078     24079     24080 
## 553.34350 742.06739 364.61962 553.34350 553.34350  81.53379 128.71476 742.06739 
##     24081     24082     24083     24084     24085     24086     24087     24088 
## 553.34350 600.52447 506.16253 553.34350 647.70544 553.34350 364.61962 175.89573 
##     24089     24090     24091     24092     24093     24094     24095     24096 
## 553.34350 553.34350 128.71476 458.98156 742.06739 458.98156 742.06739 647.70544 
##     24097     24098     24099     24100     24101     24102     24103     24104 
## 553.34350 553.34350 364.61962 506.16253 364.61962 411.80059 506.16253 175.89573 
##     24105     24106     24107     24108     24109     24110     24111     24112 
## 458.98156 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 647.70544 
##     24113     24114     24115     24116     24117     24118     24119     24120 
## 600.52447 364.61962 553.34350 506.16253 553.34350 506.16253 789.24836 553.34350 
##     24121     24122     24123     24124     24125     24126     24127     24128 
## 647.70544 553.34350 553.34350 742.06739 553.34350 553.34350 553.34350 694.88641 
##     24129     24130     24131     24132     24133     24134     24135     24136 
## 694.88641 742.06739 742.06739 600.52447 836.42933 553.34350 600.52447 836.42933 
##     24137     24138     24139     24140     24141     24142     24143     24144 
## 600.52447 742.06739 647.70544 742.06739 836.42933 836.42933 742.06739 600.52447 
##     24145     24146     24147     24148     24149     24150     24151     24152 
## 789.24836 694.88641 411.80059 553.34350 742.06739 836.42933 694.88641 600.52447 
##     24153     24154     24155     24156     24157     24158     24159     24160 
## 553.34350 647.70544 553.34350 553.34350 600.52447 789.24836 506.16253 553.34350 
##     24161     24162     24163     24164     24165     24166     24167     24168 
## 694.88641 647.70544 647.70544 647.70544 553.34350 553.34350 647.70544 836.42933 
##     24169     24170     24171     24172     24173     24174     24175     24176 
## 458.98156 647.70544 553.34350 836.42933 836.42933 647.70544 553.34350 647.70544 
##     24177     24178     24179     24180     24181     24182     24183     24184 
## 647.70544 600.52447 694.88641 742.06739 742.06739 694.88641 600.52447 647.70544 
##     24185     24186     24187     24188     24189     24190     24191     24192 
## 742.06739 553.34350 553.34350 364.61962 506.16253 836.42933 836.42933 836.42933 
##     24193     24194     24195     24196     24197     24198     24199     24200 
## 553.34350 836.42933 553.34350 647.70544 411.80059 553.34350 553.34350 553.34350 
##     24201     24202     24203     24204     24205     24206     24207     24208 
## 553.34350 742.06739 742.06739 553.34350 742.06739 553.34350 553.34350 647.70544 
##     24209     24210     24211     24212     24213     24214     24215     24216 
## 553.34350 553.34350 694.88641 506.16253 836.42933 600.52447 553.34350 836.42933 
##     24217     24218     24219     24220     24221     24222     24223     24224 
## 600.52447 742.06739 553.34350 742.06739 600.52447 553.34350 553.34350 694.88641 
##     24225     24226     24227     24228     24229     24230     24231     24232 
## 553.34350 506.16253 836.42933 553.34350 553.34350 836.42933 742.06739 789.24836 
##     24233     24234     24235     24236     24237     24238     24239     24240 
## 742.06739 364.61962 600.52447 647.70544 553.34350 789.24836 647.70544 553.34350 
##     24241     24242     24243     24244     24245     24246     24247     24248 
## 270.25768 553.34350 411.80059 553.34350 553.34350 742.06739 694.88641 553.34350 
##     24249     24250     24251     24252     24253     24254     24255     24256 
## 742.06739 742.06739 647.70544 647.70544 742.06739 836.42933 742.06739 836.42933 
##     24257     24258     24259     24260     24261     24262     24263     24264 
## 553.34350 553.34350 600.52447 553.34350 506.16253 600.52447 553.34350 836.42933 
##     24265     24266     24267     24268     24269     24270     24271     24272 
## 647.70544 647.70544 553.34350 647.70544 600.52447 647.70544 742.06739 836.42933 
##     24273     24274     24275     24276     24277     24278     24279     24280 
## 836.42933 600.52447 553.34350 600.52447 600.52447 836.42933 742.06739 742.06739 
##     24281     24282     24283     24284     24285     24286     24287     24288 
## 742.06739 553.34350 836.42933 600.52447 553.34350 553.34350 694.88641 553.34350 
##     24289     24290     24291     24292     24293     24294     24295     24296 
## 553.34350 836.42933 647.70544 647.70544 553.34350 742.06739 742.06739 647.70544 
##     24297     24298     24299     24300     24301     24302     24303     24304 
## 694.88641 742.06739 600.52447 647.70544 600.52447 742.06739 553.34350 742.06739 
##     24305     24306     24307     24308     24309     24310     24311     24312 
## 553.34350 553.34350 694.88641 553.34350 553.34350 694.88641 411.80059 647.70544 
##     24313     24314     24315     24316     24317     24318     24319     24320 
## 742.06739 836.42933 600.52447 270.25768 506.16253 553.34350 742.06739 836.42933 
##     24321     24322     24323     24324     24325     24326     24327     24328 
## 742.06739 647.70544 647.70544 553.34350 553.34350 836.42933 553.34350 553.34350 
##     24329     24330     24331     24332     24333     24334     24335     24336 
## 647.70544 553.34350 506.16253 506.16253 647.70544 694.88641 553.34350 553.34350 
##     24337     24338     24339     24340     24341     24342     24343     24344 
## 553.34350 506.16253 836.42933 789.24836 742.06739 742.06739 647.70544 553.34350 
##     24345     24346     24347     24348     24349     24350     24351     24352 
## 694.88641 742.06739 742.06739 553.34350 836.42933 836.42933 553.34350 553.34350 
##     24353     24354     24355     24356     24357     24358     24359     24360 
## 553.34350 553.34350 553.34350 742.06739 647.70544 553.34350 647.70544 742.06739 
##     24361     24362     24363     24364     24365     24366     24367     24368 
## 742.06739 742.06739 553.34350 600.52447 789.24836 553.34350 647.70544 600.52447 
##     24369     24370     24371     24372     24373     24374     24375     24376 
## 789.24836 742.06739 694.88641 506.16253 742.06739 694.88641 600.52447 600.52447 
##     24377     24378     24379     24380     24381     24382     24383     24384 
## 742.06739 694.88641 553.34350 647.70544 458.98156 553.34350 553.34350 600.52447 
##     24385     24386     24387     24388     24389     24390     24391     24392 
## 553.34350 742.06739 742.06739 553.34350 742.06739 694.88641 553.34350 836.42933 
##     24393     24394     24395     24396     24397     24398     24399     24400 
## 553.34350 647.70544 600.52447 600.52447 836.42933 647.70544 694.88641 600.52447 
##     24401     24402     24403     24404     24405     24406     24407     24408 
## 553.34350 742.06739 647.70544 742.06739 553.34350 553.34350 364.61962 553.34350 
##     24409     24410     24411     24412     24413     24414     24415     24416 
## 742.06739 553.34350 553.34350 647.70544 506.16253 506.16253 694.88641 553.34350 
##     24417     24418     24419     24420     24421     24422     24423     24424 
## 836.42933 553.34350 647.70544 553.34350 553.34350 647.70544 600.52447 600.52447 
##     24425     24426     24427     24428     24429     24430     24431     24432 
## 600.52447 742.06739 742.06739 789.24836 364.61962 270.25768 553.34350 647.70544 
##     24433     24434     24435     24436     24437     24438     24439     24440 
## 553.34350 694.88641 600.52447 789.24836 553.34350 553.34350 -12.82815 694.88641 
##     24441     24442     24443     24444     24445     24446     24447     24448 
## 506.16253 836.42933 647.70544 742.06739 694.88641 600.52447 694.88641 553.34350 
##     24449     24450     24451     24452     24453     24454     24455     24456 
## 553.34350 553.34350 836.42933 789.24836 742.06739 836.42933 742.06739 553.34350 
##     24457     24458     24459     24460     24461     24462     24463     24464 
## 836.42933 836.42933 553.34350 600.52447 553.34350 553.34350 553.34350 553.34350 
##     24465     24466     24467     24468     24469     24470     24471     24472 
## 836.42933 553.34350 694.88641 553.34350 600.52447 553.34350 742.06739 647.70544 
##     24473     24474     24475     24476     24477     24478     24479     24480 
## 553.34350 553.34350 789.24836 647.70544 506.16253 553.34350 647.70544 411.80059 
##     24481     24482     24483     24484     24485     24486     24487     24488 
## 458.98156 553.34350 364.61962 553.34350 647.70544 458.98156 506.16253 647.70544 
##     24489     24490     24491     24492     24493     24494     24495     24496 
## 742.06739 553.34350 600.52447 647.70544 836.42933 553.34350 742.06739 506.16253 
##     24497     24498     24499     24500     24501     24502     24503     24504 
## 742.06739 553.34350 647.70544 553.34350 411.80059 553.34350 553.34350 600.52447 
##     24505     24506     24507     24508     24509     24510     24511     24512 
## 553.34350 647.70544 553.34350 694.88641 647.70544 789.24836 836.42933 553.34350 
##     24513     24514     24515     24516     24517     24518     24519     24520 
## 742.06739 553.34350 647.70544 836.42933 742.06739 364.61962 600.52447 364.61962 
##     24521     24522     24523     24524     24525     24526     24527     24528 
## 553.34350 270.25768 742.06739 647.70544 411.80059 836.42933 647.70544 458.98156 
##     24529     24530     24531     24532     24533     24534     24535     24536 
## 553.34350 553.34350 458.98156 600.52447 553.34350 694.88641 553.34350 647.70544 
##     24537     24538     24539     24540     24541     24542     24543     24544 
## 742.06739 553.34350 553.34350 553.34350 553.34350 458.98156 647.70544 742.06739 
##     24545     24546     24547     24548     24549     24550     24551     24552 
## 553.34350 553.34350 506.16253 553.34350 647.70544 694.88641 694.88641 553.34350 
##     24553     24554     24555     24556     24557     24558     24559     24560 
## 553.34350 553.34350 553.34350 270.25768 553.34350 789.24836 270.25768 600.52447 
##     24561     24562     24563     24564     24565     24566     24567     24568 
## 694.88641 647.70544 553.34350 647.70544 553.34350 553.34350 128.71476 270.25768 
##     24569     24570     24571     24572     24573     24574     24575     24576 
## 458.98156 553.34350 836.42933 458.98156 553.34350 553.34350 553.34350 647.70544 
##     24577     24578     24579     24580     24581     24582     24583     24584 
## 600.52447 789.24836 553.34350 600.52447 553.34350 553.34350 742.06739 600.52447 
##     24585     24586     24587     24588     24589     24590     24591     24592 
## 742.06739 836.42933 553.34350 223.07670 553.34350 553.34350 223.07670 553.34350 
##     24593     24594     24595     24596     24597     24598     24599     24600 
## 742.06739 553.34350 553.34350 364.61962 553.34350 600.52447 647.70544 647.70544 
##     24601     24602     24603     24604     24605     24606     24607     24608 
## 600.52447 694.88641 506.16253 742.06739 553.34350 553.34350 270.25768 647.70544 
##     24609     24610     24611     24612     24613     24614     24615     24616 
## 553.34350 789.24836 742.06739 506.16253 458.98156 789.24836 553.34350 647.70544 
##     24617     24618     24619     24620     24621     24622     24623     24624 
## 742.06739 600.52447 553.34350 600.52447 458.98156 553.34350 458.98156 506.16253 
##     24625     24626     24627     24628     24629     24630     24631     24632 
## 600.52447 506.16253 506.16253 553.34350 411.80059 553.34350 742.06739 553.34350 
##     24633     24634     24635     24636     24637     24638     24639     24640 
## 600.52447 553.34350 647.70544 553.34350 600.52447 647.70544 553.34350 647.70544 
##     24641     24642     24643     24644     24645     24646     24647     24648 
## 553.34350 553.34350 836.42933 553.34350 600.52447 506.16253 647.70544 694.88641 
##     24649     24650     24651     24652     24653     24654     24655     24656 
## 506.16253 553.34350 553.34350 647.70544 506.16253 742.06739 600.52447 553.34350 
##     24657     24658     24659     24660     24661     24662     24663     24664 
## 458.98156 694.88641 694.88641 553.34350 600.52447 270.25768 647.70544 553.34350 
##     24665     24666     24667     24668     24669     24670     24671     24672 
## 270.25768 506.16253 458.98156 836.42933 600.52447 647.70544 553.34350 553.34350 
##     24673     24674     24675     24676     24677     24678     24679     24680 
## 553.34350 553.34350 553.34350 694.88641 600.52447 458.98156 128.71476 553.34350 
##     24681     24682     24683     24684     24685     24686     24687     24688 
## 553.34350 553.34350 553.34350 600.52447 836.42933 553.34350 553.34350 553.34350 
##     24689     24690     24691     24692     24693     24694     24695     24696 
## 553.34350 742.06739 742.06739 553.34350 553.34350 789.24836 647.70544 411.80059 
##     24697     24698     24699     24700     24701     24702     24703     24704 
## 553.34350 553.34350 553.34350 647.70544 553.34350 836.42933 789.24836 742.06739 
##     24705     24706     24707     24708     24709     24710     24711     24712 
## 647.70544 553.34350 553.34350 836.42933 836.42933 647.70544 836.42933 553.34350 
##     24713     24714     24715     24716     24717     24718     24719     24720 
## 553.34350 647.70544 647.70544 506.16253 553.34350 647.70544 647.70544 836.42933 
##     24721     24722     24723     24724     24725     24726     24727     24728 
## 553.34350 742.06739 553.34350 600.52447 742.06739 458.98156 742.06739 458.98156 
##     24729     24730     24731     24732     24733     24734     24735     24736 
## 553.34350 647.70544 694.88641 458.98156 742.06739 364.61962 647.70544 506.16253 
##     24737     24738     24739     24740     24741     24742     24743     24744 
## 553.34350 553.34350 742.06739 553.34350 647.70544 553.34350 600.52447 742.06739 
##     24745     24746     24747     24748     24749     24750     24751     24752 
## 553.34350 742.06739 742.06739 694.88641 553.34350 553.34350 600.52447 553.34350 
##     24753     24754     24755     24756     24757     24758     24759     24760 
## 553.34350 600.52447 553.34350 836.42933 647.70544 553.34350 647.70544 553.34350 
##     24761     24762     24763     24764     24765     24766     24767     24768 
## 742.06739 742.06739 789.24836 600.52447 647.70544 647.70544 553.34350 458.98156 
##     24769     24770     24771     24772     24773     24774     24775     24776 
## 600.52447 553.34350 836.42933 553.34350 742.06739 836.42933 742.06739 553.34350 
##     24777     24778     24779     24780     24781     24782     24783     24784 
## 411.80059 553.34350 553.34350 836.42933 647.70544 553.34350 553.34350 789.24836 
##     24785     24786     24787     24788     24789     24790     24791     24792 
## 553.34350 553.34350 647.70544 553.34350 742.06739 836.42933 553.34350 553.34350 
##     24793     24794     24795     24796     24797     24798     24799     24800 
## 553.34350 694.88641 553.34350 694.88641 553.34350 600.52447 647.70544 458.98156 
##     24801     24802     24803     24804     24805     24806     24807     24808 
## 600.52447 647.70544 553.34350 553.34350 836.42933 553.34350 789.24836 506.16253 
##     24809     24810     24811     24812     24813     24814     24815     24816 
## 742.06739 742.06739 742.06739 742.06739 742.06739 647.70544 742.06739 553.34350 
##     24817     24818     24819     24820     24821     24822     24823     24824 
## 742.06739 647.70544 600.52447 836.42933 742.06739 742.06739 553.34350 553.34350 
##     24825     24826     24827     24828     24829     24830     24831     24832 
## 742.06739 458.98156 411.80059 742.06739 647.70544 600.52447 742.06739 647.70544 
##     24833     24834     24835     24836     24837     24838     24839     24840 
## 600.52447 553.34350 694.88641 553.34350 647.70544 553.34350 789.24836 647.70544 
##     24841     24842     24843     24844     24845     24846     24847     24848 
## 742.06739 789.24836 742.06739 742.06739 647.70544 694.88641 553.34350 411.80059 
##     24849     24850     24851     24852     24853     24854     24855     24856 
## 789.24836  81.53379 553.34350 742.06739 553.34350 411.80059 694.88641 553.34350 
##     24857     24858     24859     24860     24861     24862     24863     24864 
## 694.88641 553.34350 742.06739 836.42933 647.70544 553.34350 553.34350 553.34350 
##     24865     24866     24867     24868     24869     24870     24871     24872 
## 789.24836 553.34350 553.34350 647.70544 553.34350 553.34350 836.42933 789.24836 
##     24873     24874     24875     24876     24877     24878     24879     24880 
## 742.06739 742.06739 836.42933 742.06739 836.42933 553.34350 553.34350 742.06739 
##     24881     24882     24883     24884     24885     24886     24887     24888 
## 553.34350 742.06739 742.06739 742.06739 742.06739 458.98156 553.34350 600.52447 
##     24889     24890     24891     24892     24893     24894     24895     24896 
## 600.52447 694.88641 458.98156 789.24836 789.24836 694.88641 553.34350 742.06739 
##     24897     24898     24899     24900     24901     24902     24903     24904 
## 553.34350 553.34350 553.34350 647.70544 600.52447 553.34350 836.42933 553.34350 
##     24905     24906     24907     24908     24909     24910     24911     24912 
## 553.34350 836.42933 553.34350 553.34350 553.34350 553.34350 506.16253 553.34350 
##     24913     24914     24915     24916     24917     24918     24919     24920 
## 647.70544 553.34350 647.70544 553.34350 553.34350 553.34350 742.06739 553.34350 
##     24921     24922     24923     24924     24925     24926     24927     24928 
## 742.06739 553.34350 647.70544 647.70544 647.70544 553.34350 789.24836 506.16253 
##     24929     24930     24931     24932     24933     24934     24935     24936 
## 553.34350 458.98156 742.06739 553.34350 600.52447 411.80059 553.34350 836.42933 
##     24937     24938     24939     24940     24941     24942     24943     24944 
## 506.16253 742.06739 600.52447 647.70544 647.70544 647.70544 600.52447 553.34350 
##     24945     24946     24947     24948     24949     24950     24951     24952 
## 742.06739 694.88641 789.24836 647.70544 553.34350 647.70544 647.70544 506.16253 
##     24953     24954     24955     24956     24957     24958     24959     24960 
## 600.52447 836.42933 647.70544 694.88641 742.06739 647.70544 553.34350 553.34350 
##     24961     24962     24963     24964     24965     24966     24967     24968 
## 742.06739 647.70544 553.34350 694.88641 553.34350 694.88641 506.16253 647.70544 
##     24969     24970     24971     24972     24973     24974     24975     24976 
## 647.70544 647.70544 789.24836 647.70544 742.06739 836.42933 553.34350 742.06739 
##     24977     24978     24979     24980     24981     24982     24983     24984 
## 553.34350 742.06739 506.16253 553.34350 553.34350 694.88641 553.34350 742.06739 
##     24985     24986     24987     24988     24989     24990     24991     24992 
## 836.42933 600.52447 836.42933 742.06739 553.34350 600.52447 553.34350 694.88641 
##     24993     24994     24995     24996     24997     24998     24999     25000 
## 553.34350 836.42933 553.34350 553.34350 553.34350 647.70544 553.34350 553.34350 
##     25001     25002     25003     25004     25005     25006     25007     25008 
## 789.24836 647.70544 553.34350 742.06739 647.70544 742.06739 553.34350 553.34350 
##     25009     25010     25011     25012     25013     25014     25015     25016 
## 836.42933 647.70544 647.70544 647.70544 600.52447 553.34350 553.34350 553.34350 
##     25017     25018     25019     25020     25021     25022     25023     25024 
## 553.34350 553.34350 553.34350 694.88641 553.34350 647.70544 553.34350 553.34350 
##     25025     25026     25027     25028     25029     25030     25031     25032 
## 553.34350 553.34350 553.34350 553.34350 600.52447 742.06739 600.52447 364.61962 
##     25033     25034     25035     25036     25037     25038     25039     25040 
## 553.34350 458.98156 553.34350 836.42933 742.06739 553.34350 553.34350 742.06739 
##     25041     25042     25043     25044     25045     25046     25047     25048 
## 742.06739 647.70544 553.34350 553.34350 694.88641 553.34350 -12.82815 553.34350 
##     25049     25050     25051     25052     25053     25054     25055     25056 
## 647.70544 553.34350 553.34350 553.34350 647.70544 694.88641 553.34350 506.16253 
##     25057     25058     25059     25060     25061     25062     25063     25064 
## 647.70544 553.34350 553.34350 553.34350 742.06739 647.70544 647.70544 553.34350 
##     25065     25066     25067     25068     25069     25070     25071     25072 
## 506.16253 553.34350 506.16253 600.52447 600.52447 836.42933 789.24836 694.88641 
##     25073     25074     25075     25076     25077     25078     25079     25080 
## 647.70544 836.42933 694.88641 553.34350 694.88641 553.34350 836.42933 836.42933 
##     25081     25082     25083     25084     25085     25086     25087     25088 
## 553.34350 836.42933 647.70544 600.52447 553.34350 411.80059 270.25768 411.80059 
##     25089     25090     25091     25092     25093     25094     25095     25096 
## 506.16253 553.34350 364.61962 458.98156 742.06739 553.34350 553.34350 553.34350 
##     25097     25098     25099     25100     25101     25102     25103     25104 
## 553.34350 836.42933 742.06739 553.34350 553.34350 600.52447 506.16253 742.06739 
##     25105     25106     25107     25108     25109     25110     25111     25112 
## 553.34350 600.52447 647.70544 600.52447 647.70544 458.98156 600.52447 647.70544 
##     25113     25114     25115     25116     25117     25118     25119     25120 
## 742.06739 600.52447 553.34350 553.34350 647.70544 789.24836 600.52447 600.52447 
##     25121     25122     25123     25124     25125     25126     25127     25128 
## 553.34350 553.34350 694.88641 506.16253 742.06739 553.34350 742.06739 647.70544 
##     25129     25130     25131     25132     25133     25134     25135     25136 
## 836.42933 647.70544 742.06739 553.34350 647.70544 600.52447 364.61962 553.34350 
##     25137     25138     25139     25140     25141     25142     25143     25144 
## 553.34350 742.06739 789.24836 553.34350 647.70544 836.42933 458.98156 553.34350 
##     25145     25146     25147     25148     25149     25150     25151     25152 
## 789.24836 742.06739 647.70544 364.61962 789.24836 553.34350 647.70544 647.70544 
##     25153     25154     25155     25156     25157     25158     25159     25160 
## 506.16253 553.34350 647.70544 553.34350 647.70544 553.34350 364.61962 553.34350 
##     25161     25162     25163     25164     25165     25166     25167     25168 
## 742.06739 742.06739 742.06739 647.70544 553.34350 553.34350 647.70544 836.42933 
##     25169     25170     25171     25172     25173     25174     25175     25176 
## 647.70544 742.06739 742.06739 506.16253 789.24836 647.70544 553.34350 458.98156 
##     25177     25178     25179     25180     25181     25182     25183     25184 
## 553.34350 836.42933 647.70544 553.34350 553.34350 553.34350 553.34350 553.34350 
##     25185     25186     25187     25188     25189     25190     25191     25192 
## 647.70544 836.42933 836.42933 836.42933 553.34350 742.06739 553.34350 553.34350 
##     25193     25194     25195     25196     25197     25198     25199     25200 
## 742.06739 553.34350 553.34350 694.88641 600.52447 789.24836 647.70544 506.16253 
##     25201     25202     25203     25204     25205     25206     25207     25208 
## 694.88641 553.34350 553.34350 553.34350 553.34350 836.42933 553.34350 553.34350 
##     25209     25210     25211     25212     25213     25214     25215     25216 
## 553.34350 553.34350 742.06739 742.06739 647.70544 836.42933 694.88641 553.34350 
##     25217     25218     25219     25220     25221     25222     25223     25224 
## 553.34350 553.34350 742.06739 553.34350 836.42933 694.88641 647.70544 553.34350 
##     25225     25226     25227     25228     25229     25230     25231     25232 
## 458.98156 553.34350 553.34350 553.34350 553.34350 553.34350 694.88641 742.06739 
##     25233     25234     25235     25236     25237     25238     25239     25240 
## 553.34350 553.34350 789.24836 553.34350 647.70544 647.70544 647.70544 647.70544 
##     25241     25242     25243     25244     25245     25246     25247     25248 
## 553.34350 742.06739 411.80059 742.06739 364.61962 553.34350 553.34350 553.34350 
##     25249     25250     25251     25252     25253     25254     25255     25256 
## 600.52447 553.34350 506.16253 742.06739 600.52447 600.52447 553.34350 789.24836 
##     25257     25258     25259     25260     25261     25262     25263     25264 
## 647.70544 553.34350 742.06739 647.70544 506.16253 553.34350 458.98156 506.16253 
##     25265     25266     25267     25268     25269     25270     25271     25272 
##  81.53379 647.70544 411.80059 553.34350 553.34350 836.42933 742.06739 600.52447 
##     25273     25274     25275     25276     25277     25278     25279     25280 
## 647.70544 647.70544 742.06739 458.98156 600.52447 506.16253 553.34350 789.24836 
##     25281     25282     25283     25284     25285     25286     25287     25288 
## 600.52447 647.70544 553.34350 836.42933 411.80059 694.88641 364.61962 553.34350 
##     25289     25290     25291     25292     25293     25294     25295     25296 
## 553.34350 553.34350 553.34350 506.16253 553.34350 553.34350 553.34350 647.70544 
##     25297     25298     25299     25300     25301     25302     25303     25304 
## 836.42933 553.34350 742.06739 742.06739 553.34350 553.34350 553.34350 553.34350 
##     25305     25306     25307     25308     25309     25310     25311     25312 
## 600.52447 553.34350 458.98156 742.06739 647.70544 647.70544 600.52447 789.24836 
##     25313     25314     25315     25316     25317     25318     25319     25320 
## 506.16253 836.42933 742.06739 506.16253 411.80059 458.98156 553.34350 553.34350 
##     25321     25322     25323     25324     25325     25326     25327     25328 
## 553.34350 553.34350 600.52447 553.34350 458.98156 458.98156 553.34350 458.98156 
##     25329     25330     25331     25332     25333     25334     25335     25336 
## 694.88641 553.34350 553.34350 458.98156 553.34350 742.06739 742.06739 553.34350 
##     25337     25338     25339     25340     25341     25342     25343     25344 
## 647.70544 458.98156 458.98156 458.98156 553.34350 553.34350 742.06739 553.34350 
##     25345     25346     25347     25348     25349     25350     25351     25352 
## 506.16253 600.52447 553.34350 553.34350 553.34350 553.34350 789.24836 600.52447 
##     25353     25354     25355     25356     25357     25358     25359     25360 
## 600.52447 553.34350 694.88641 600.52447 506.16253 458.98156 553.34350 553.34350 
##     25361     25362     25363     25364     25365     25366     25367     25368 
## 553.34350 553.34350 647.70544 458.98156 836.42933 789.24836 836.42933 836.42933 
##     25369     25370     25371     25372     25373     25374     25375     25376 
## 600.52447 647.70544 553.34350 836.42933 553.34350 411.80059 553.34350 553.34350 
##     25377     25378     25379     25380     25381     25382     25383     25384 
## 553.34350 553.34350 553.34350 742.06739 742.06739 742.06739  81.53379 458.98156 
##     25385     25386     25387     25388     25389     25390     25391     25392 
## 742.06739 742.06739 506.16253 270.25768 270.25768 789.24836 553.34350 553.34350 
##     25393     25394     25395     25396     25397     25398     25399     25400 
## 789.24836 553.34350 411.80059 411.80059 742.06739 600.52447 553.34350 270.25768 
##     25401     25402     25403     25404     25405     25406     25407     25408 
## 553.34350 270.25768 836.42933 600.52447 553.34350 694.88641 553.34350 553.34350 
##     25409     25410     25411     25412     25413     25414     25415     25416 
## 364.61962 553.34350 553.34350 553.34350 553.34350 553.34350 694.88641 553.34350 
##     25417     25418     25419     25420     25421     25422     25423     25424 
## 553.34350 600.52447 647.70544 742.06739 742.06739 742.06739 553.34350 647.70544 
##     25425     25426     25427     25428     25429     25430     25431     25432 
## 789.24836 553.34350 694.88641 317.43865 458.98156 694.88641 836.42933 506.16253 
##     25433     25434     25435     25436     25437     25438     25439     25440 
## 694.88641 553.34350 600.52447 647.70544 836.42933 694.88641 647.70544 270.25768 
##     25441     25442     25443     25444     25445     25446     25447     25448 
## 553.34350 553.34350 553.34350 836.42933 553.34350 553.34350 600.52447 270.25768 
##     25449     25450     25451     25452     25453     25454     25455     25456 
## 742.06739 553.34350 553.34350 553.34350 647.70544 836.42933 742.06739 553.34350 
##     25457     25458     25459     25460     25461     25462     25463     25464 
## 742.06739 647.70544 553.34350 553.34350 742.06739 789.24836 553.34350 647.70544 
##     25465     25466     25467     25468     25469     25470     25471     25472 
## 836.42933 553.34350 647.70544 553.34350 647.70544 742.06739 742.06739 553.34350 
##     25473     25474     25475     25476     25477     25478     25479     25480 
## 647.70544 128.71476 600.52447 647.70544 742.06739 836.42933 600.52447 742.06739 
##     25481     25482     25483     25484     25485     25486     25487     25488 
## 742.06739 553.34350 742.06739 742.06739 742.06739 836.42933 742.06739 647.70544 
##     25489     25490     25491     25492     25493     25494     25495     25496 
## 600.52447 553.34350 647.70544 647.70544 270.25768 364.61962 553.34350 647.70544 
##     25497     25498     25499     25500     25501     25502     25503     25504 
## 553.34350 553.34350 553.34350 647.70544 836.42933 742.06739 553.34350 836.42933 
##     25505     25506     25507     25508     25509     25510     25511     25512 
## 647.70544 458.98156 553.34350 -12.82815  81.53379  34.35282 647.70544 647.70544 
##     25513     25514     25515     25516     25517     25518     25519     25520 
## 742.06739 553.34350 836.42933 694.88641 553.34350 506.16253 553.34350 742.06739 
##     25521     25522     25523     25524     25525     25526     25527     25528 
## 836.42933 647.70544 836.42933 553.34350 742.06739 458.98156 742.06739 647.70544 
##     25529     25530     25531     25532     25533     25534     25535     25536 
## 836.42933 836.42933 836.42933 742.06739 364.61962 458.98156 553.34350 364.61962 
##     25537     25538     25539     25540     25541     25542     25543     25544 
## 506.16253 411.80059 836.42933 836.42933 836.42933 789.24836 553.34350 553.34350 
##     25545     25546     25547     25548     25549     25550     25551     25552 
## 553.34350 411.80059 270.25768 553.34350 270.25768 553.34350 553.34350 553.34350 
##     25553     25554     25555     25556     25557     25558     25559     25560 
## 458.98156 553.34350 553.34350 553.34350 553.34350 128.71476 553.34350 553.34350 
##     25561     25562     25563     25564     25565     25566     25567     25568 
## 600.52447 742.06739 506.16253 742.06739 553.34350 317.43865 411.80059 553.34350 
##     25569     25570     25571     25572     25573     25574     25575     25576 
## 694.88641 553.34350 836.42933 175.89573 742.06739 836.42933 694.88641 553.34350 
##     25577     25578     25579     25580     25581     25582     25583     25584 
## 553.34350 836.42933 553.34350 600.52447 742.06739 836.42933 836.42933 742.06739 
##     25585     25586     25587     25588     25589     25590     25591     25592 
## 836.42933 270.25768  81.53379 458.98156 364.61962 270.25768 647.70544 553.34350 
##     25593     25594     25595     25596     25597     25598     25599     25600 
## 128.71476  81.53379 458.98156 175.89573 270.25768 553.34350 694.88641 270.25768 
##     25601     25602     25603     25604     25605     25606     25607     25608 
## 223.07670 647.70544 742.06739 694.88641 506.16253 553.34350 506.16253 458.98156 
##     25609     25610     25611     25612     25613     25614     25615     25616 
## 553.34350 270.25768 553.34350 411.80059 411.80059 553.34350  81.53379 553.34350 
##     25617     25618     25619     25620     25621     25622     25623     25624 
## 742.06739 647.70544 647.70544 742.06739 742.06739 553.34350 553.34350 458.98156 
##     25625     25626     25627     25628     25629     25630     25631     25632 
## 694.88641 647.70544 553.34350 647.70544 553.34350 647.70544 553.34350 600.52447 
##     25633     25634     25635     25636     25637     25638     25639     25640 
## 506.16253 600.52447 317.43865 553.34350 742.06739 458.98156 411.80059 270.25768 
##     25641     25642     25643     25644     25645     25646     25647     25648 
## 270.25768  34.35282 270.25768 128.71476 128.71476 317.43865 223.07670 553.34350 
##     25649     25650     25651     25652     25653     25654     25655     25656 
## 364.61962 553.34350 270.25768 553.34350 506.16253 694.88641 270.25768 836.42933 
##     25657     25658     25659     25660     25661     25662     25663     25664 
## 647.70544 553.34350 506.16253 742.06739 600.52447 506.16253 411.80059 411.80059 
##     25665     25666     25667     25668     25669     25670     25671     25672 
## 411.80059 553.34350 647.70544 742.06739 742.06739 600.52447 270.25768 458.98156 
##     25673     25674     25675     25676     25677     25678     25679     25680 
## 647.70544 175.89573 175.89573  81.53379 270.25768 128.71476 647.70544 789.24836 
##     25681     25682     25683     25684     25685     25686     25687     25688 
## 553.34350 647.70544 553.34350 553.34350 836.42933 600.52447 128.71476 553.34350 
##     25689     25690     25691     25692     25693     25694     25695     25696 
## 458.98156 458.98156 553.34350 600.52447 742.06739 647.70544 553.34350 553.34350 
##     25697     25698     25699     25700     25701     25702     25703     25704 
## 836.42933 694.88641 270.25768 789.24836 223.07670  81.53379 647.70544 458.98156 
##     25705     25706     25707     25708     25709     25710     25711     25712 
## 175.89573 506.16253 742.06739 742.06739 553.34350 270.25768 411.80059 742.06739 
##     25713     25714     25715     25716     25717     25718     25719     25720 
## 647.70544 647.70544 175.89573 742.06739  81.53379 -12.82815 600.52447 789.24836 
##     25721     25722     25723     25724     25725     25726     25727     25728 
## 742.06739 694.88641 600.52447 600.52447 553.34350 270.25768 647.70544 694.88641 
##     25729     25730     25731     25732     25733     25734     25735     25736 
## 694.88641 647.70544 553.34350 742.06739 553.34350 836.42933 742.06739 742.06739 
##     25737     25738     25739     25740     25741     25742     25743     25744 
## 553.34350 647.70544 364.61962 270.25768 128.71476 411.80059 270.25768 553.34350 
##     25745     25746     25747     25748     25749     25750     25751     25752 
## 270.25768 553.34350 836.42933 364.61962 553.34350 458.98156 175.89573 553.34350 
##     25753     25754     25755     25756     25757     25758     25759     25760 
## 364.61962 411.80059 364.61962 411.80059 -12.82815 458.98156 364.61962 411.80059 
##     25761     25762     25763     25764     25765     25766     25767     25768 
## 553.34350 506.16253 742.06739 694.88641 647.70544 553.34350 553.34350 553.34350 
##     25769     25770     25771     25772     25773     25774     25775     25776 
## 647.70544 742.06739 458.98156 553.34350 836.42933 836.42933 742.06739 411.80059 
##     25777     25778     25779     25780     25781     25782     25783     25784 
## 270.25768 270.25768 553.34350 411.80059 270.25768 553.34350 742.06739 742.06739 
##     25785     25786     25787     25788     25789     25790     25791     25792 
## 600.52447 553.34350 553.34350 553.34350 694.88641 647.70544 553.34350 836.42933 
##     25793     25794     25795     25796     25797     25798     25799     25800 
## 742.06739 647.70544 694.88641 553.34350 836.42933 742.06739 553.34350 553.34350 
##     25801     25802     25803     25804     25805     25806     25807     25808 
## 647.70544 506.16253 270.25768 836.42933 553.34350 553.34350 600.52447 553.34350 
##     25809     25810     25811     25812     25813     25814     25815     25816 
## 836.42933 553.34350 553.34350 553.34350 553.34350 742.06739 742.06739 647.70544 
##     25817     25818     25819     25820     25821     25822     25823     25824 
## 553.34350 836.42933 836.42933 647.70544 553.34350 694.88641 553.34350 789.24836 
##     25825     25826     25827     25828     25829     25830     25831     25832 
## 553.34350 742.06739 742.06739 -12.82815 836.42933 -12.82815 742.06739 506.16253 
##     25833     25834     25835     25836     25837     25838     25839     25840 
## 694.88641 836.42933 789.24836 742.06739 270.25768 -12.82815 411.80059 270.25768 
##     25841     25842     25843     25844     25845     25846     25847     25848 
## 364.61962 553.34350 506.16253 836.42933 600.52447 270.25768 600.52447 836.42933 
##     25849     25850     25851     25852     25853     25854     25855     25856 
## 128.71476 411.80059 553.34350 553.34350 175.89573 553.34350 553.34350 223.07670 
##     25857     25858     25859     25860     25861     25862     25863     25864 
## 270.25768 647.70544 553.34350 223.07670 223.07670 742.06739  81.53379 364.61962 
##     25865     25866     25867     25868     25869     25870     25871     25872 
## 364.61962 270.25768 553.34350 553.34350 553.34350 553.34350 128.71476 600.52447 
##     25873     25874     25875     25876     25877     25878     25879     25880 
## 506.16253 458.98156 647.70544 553.34350 836.42933 506.16253 458.98156 553.34350 
##     25881     25882     25883     25884     25885     25886     25887     25888 
## 411.80059 836.42933 647.70544 836.42933 836.42933 742.06739 270.25768 600.52447 
##     25889     25890     25891     25892     25893     25894     25895     25896 
## 364.61962 694.88641 647.70544 647.70544 553.34350 364.61962 553.34350 742.06739 
##     25897     25898     25899     25900     25901     25902     25903     25904 
## 600.52447 742.06739 742.06739 553.34350 836.42933 836.42933 647.70544  81.53379 
##     25905     25906     25907     25908     25909     25910     25911     25912 
## 411.80059 270.25768 128.71476 506.16253 742.06739 411.80059 742.06739 742.06739 
##     25913     25914     25915     25916     25917     25918     25919     25920 
## 647.70544 647.70544 270.25768 600.52447 836.42933 647.70544 600.52447 175.89573 
##     25921     25922     25923     25924     25925     25926     25927     25928 
## 411.80059 694.88641 411.80059 553.34350 364.61962 553.34350 553.34350 647.70544 
##     25929     25930     25931     25932     25933     25934     25935     25936 
## 506.16253 742.06739 270.25768 506.16253 553.34350 647.70544 694.88641 742.06739 
##     25937     25938     25939     25940     25941     25942     25943     25944 
## 553.34350 270.25768 647.70544 742.06739 553.34350 553.34350 836.42933 553.34350 
##     25945     25946     25947     25948     25949     25950     25951     25952 
## 600.52447 694.88641 742.06739 836.42933 836.42933 553.34350 411.80059 364.61962 
##     25953     25954     25955     25956     25957     25958     25959     25960 
## 647.70544 836.42933 128.71476 -12.82815 553.34350 553.34350 553.34350 270.25768 
##     25961     25962     25963     25964     25965     25966     25967     25968 
## 553.34350 553.34350 553.34350 270.25768 270.25768 742.06739 836.42933 742.06739 
##     25969     25970     25971     25972     25973     25974     25975     25976 
## 742.06739 553.34350 836.42933 647.70544 836.42933 553.34350 647.70544 694.88641 
##     25977     25978     25979     25980     25981     25982     25983     25984 
## 553.34350 364.61962 647.70544 270.25768 223.07670 742.06739 223.07670 506.16253 
##     25985     25986     25987     25988     25989     25990     25991     25992 
## 553.34350 836.42933 506.16253  34.35282 223.07670 742.06739 223.07670 -12.82815 
##     25993     25994     25995     25996     25997     25998     25999     26000 
## 600.52447 742.06739 411.80059 647.70544 742.06739 128.71476 270.25768 128.71476 
##     26001     26002     26003     26004     26005     26006     26007     26008 
## 270.25768 742.06739 742.06739 742.06739 742.06739 647.70544 553.34350 553.34350 
##     26009     26010     26011     26012     26013     26014     26015     26016 
## 836.42933 364.61962 553.34350 270.25768 506.16253 647.70544 553.34350 553.34350 
##     26017     26018     26019     26020     26021     26022     26023     26024 
## 553.34350 742.06739 553.34350 553.34350 553.34350 553.34350 742.06739 553.34350 
##     26025     26026     26027     26028     26029     26030     26031     26032 
## 553.34350 506.16253 742.06739 600.52447 553.34350 553.34350 553.34350 836.42933 
##     26033     26034     26035     26036     26037     26038     26039     26040 
## 411.80059 600.52447 742.06739 647.70544 647.70544 270.25768 553.34350 364.61962 
##     26041     26042     26043     26044     26045     26046     26047     26048 
## 742.06739 836.42933 128.71476 411.80059 270.25768 411.80059 553.34350 647.70544 
##     26049     26050     26051     26052     26053     26054     26055     26056 
## 553.34350 553.34350 600.52447 553.34350 411.80059  81.53379 647.70544 506.16253 
##     26057     26058     26059     26060     26061     26062     26063     26064 
## 789.24836 694.88641 836.42933 836.42933 694.88641 600.52447 742.06739 553.34350 
##     26065     26066     26067     26068     26069     26070     26071     26072 
## 270.25768 553.34350 553.34350 647.70544 694.88641 647.70544 742.06739 836.42933 
##     26073     26074     26075     26076     26077     26078     26079     26080 
## 836.42933 694.88641 647.70544 742.06739 647.70544 742.06739 647.70544 836.42933 
##     26081     26082     26083     26084     26085     26086     26087     26088 
## 694.88641 553.34350 647.70544 553.34350 742.06739 270.25768 553.34350 836.42933 
##     26089     26090     26091     26092     26093     26094     26095     26096 
## 553.34350 364.61962 553.34350 647.70544 694.88641 223.07670 553.34350 553.34350 
##     26097     26098     26099     26100     26101     26102     26103     26104 
## 836.42933 742.06739 317.43865 553.34350 742.06739 553.34350 553.34350 553.34350 
##     26105     26106     26107     26108     26109     26110     26111     26112 
## 694.88641 647.70544 742.06739 553.34350 836.42933 694.88641 694.88641 836.42933 
##     26113     26114     26115     26116     26117     26118     26119     26120 
## 742.06739 742.06739 647.70544 553.34350 742.06739 553.34350 742.06739 742.06739 
##     26121     26122     26123     26124     26125     26126     26127     26128 
## 553.34350 553.34350 317.43865 647.70544 411.80059 411.80059 270.25768 270.25768 
##     26129     26130     26131     26132     26133     26134     26135     26136 
## 506.16253 553.34350 553.34350 458.98156 411.80059 553.34350 553.34350 836.42933 
##     26137     26138     26139     26140     26141     26142     26143     26144 
## 600.52447 553.34350 694.88641 647.70544 553.34350 553.34350 553.34350 270.25768 
##     26145     26146     26147     26148     26149     26150     26151     26152 
## 553.34350 411.80059 553.34350 742.06739 553.34350 742.06739 742.06739 694.88641 
##     26153     26154     26155     26156     26157     26158     26159     26160 
## 647.70544 694.88641 553.34350 553.34350 553.34350 458.98156 694.88641 600.52447 
##     26161     26162     26163     26164     26165     26166     26167     26168 
## 836.42933 836.42933 553.34350 742.06739 411.80059 128.71476 270.25768 175.89573 
##     26169     26170     26171     26172     26173     26174     26175     26176 
## 270.25768 128.71476 600.52447 553.34350 553.34350 647.70544 647.70544 742.06739 
##     26177     26178     26179     26180     26181     26182     26183     26184 
## 742.06739 742.06739 458.98156 647.70544 411.80059 647.70544 836.42933 742.06739 
##     26185     26186     26187     26188     26189     26190     26191     26192 
## 506.16253 411.80059 553.34350 270.25768 553.34350 742.06739 553.34350 270.25768 
##     26193     26194     26195     26196     26197     26198     26199     26200 
## 553.34350 600.52447 600.52447 694.88641 694.88641 553.34350 742.06739 553.34350 
##     26201     26202     26203     26204     26205     26206     26207     26208 
## 553.34350 647.70544  81.53379 742.06739 789.24836 647.70544 647.70544 600.52447 
##     26209     26210     26211     26212     26213     26214     26215     26216 
## 364.61962 647.70544 742.06739 553.34350 223.07670  81.53379 553.34350 742.06739 
##     26217     26218     26219     26220     26221     26222     26223     26224 
## 742.06739 647.70544 553.34350 553.34350 647.70544 789.24836 553.34350 647.70544 
##     26225     26226     26227     26228     26229     26230     26231     26232 
## 270.25768 600.52447 600.52447 458.98156 742.06739 270.25768 270.25768 553.34350 
##     26233     26234     26235     26236     26237     26238     26239     26240 
## 175.89573 694.88641 458.98156 458.98156 553.34350 694.88641 553.34350 553.34350 
##     26241     26242     26243     26244     26245     26246     26247     26248 
## 553.34350 553.34350 647.70544 742.06739 836.42933 317.43865 553.34350 836.42933 
##     26249     26250     26251     26252     26253     26254     26255     26256 
##  81.53379 364.61962 789.24836 270.25768 789.24836 553.34350 600.52447 600.52447 
##     26257     26258     26259     26260     26261     26262     26263     26264 
## 553.34350 317.43865 553.34350 411.80059 742.06739 789.24836 600.52447 647.70544 
##     26265     26266     26267     26268     26269     26270     26271     26272 
## 600.52447 742.06739 553.34350 553.34350 694.88641 742.06739 553.34350 600.52447 
##     26273     26274     26275     26276     26277     26278     26279     26280 
## 600.52447 836.42933 553.34350 553.34350 553.34350 836.42933 553.34350 553.34350 
##     26281     26282     26283     26284     26285     26286     26287     26288 
## 647.70544 836.42933 789.24836 600.52447 742.06739 411.80059 128.71476 317.43865 
##     26289     26290     26291     26292     26293     26294     26295     26296 
## 742.06739 411.80059 270.25768 175.89573 270.25768  34.35282 364.61962 175.89573 
##     26297     26298     26299     26300     26301     26302     26303     26304 
## 411.80059 600.52447  81.53379 128.71476 553.34350 270.25768 -12.82815 -12.82815 
##     26305     26306     26307     26308     26309     26310     26311     26312 
##  81.53379 270.25768 411.80059 175.89573 364.61962 364.61962 364.61962 411.80059 
##     26313     26314     26315     26316     26317     26318     26319     26320 
## 411.80059 647.70544 411.80059 411.80059 647.70544 647.70544 742.06739 742.06739 
##     26321     26322     26323     26324     26325     26326     26327     26328 
## 836.42933 553.34350 553.34350 553.34350 742.06739 836.42933 836.42933 553.34350 
##     26329     26330     26331     26332     26333     26334     26335     26336 
## 742.06739 789.24836 742.06739 789.24836 553.34350 553.34350 553.34350 553.34350 
##     26337     26338     26339     26340     26341     26342     26343     26344 
## 553.34350 600.52447 836.42933 742.06739 742.06739 553.34350 553.34350 553.34350 
##     26345     26346     26347     26348     26349     26350     26351     26352 
## 506.16253 742.06739 647.70544 411.80059 364.61962 506.16253 600.52447 506.16253 
##     26353     26354     26355     26356     26357     26358     26359     26360 
## 553.34350 458.98156 270.25768 742.06739 553.34350 742.06739 789.24836 694.88641 
##     26361     26362     26363     26364     26365     26366     26367     26368 
## 694.88641 458.98156 647.70544 553.34350 600.52447 694.88641 742.06739 694.88641 
##     26369     26370     26371     26372     26373     26374     26375     26376 
## 553.34350 270.25768 553.34350 553.34350 553.34350 270.25768 553.34350 411.80059 
##     26377     26378     26379     26380     26381     26382     26383     26384 
## 694.88641 694.88641 553.34350 317.43865 364.61962 742.06739 789.24836 742.06739 
##     26385     26386     26387     26388     26389     26390     26391     26392 
## 836.42933 600.52447 836.42933 553.34350 553.34350 317.43865  81.53379 506.16253 
##     26393     26394     26395     26396     26397     26398     26399     26400 
## 458.98156 -12.82815 458.98156 506.16253 742.06739 411.80059 600.52447 742.06739 
##     26401     26402     26403     26404     26405     26406     26407     26408 
## 553.34350 647.70544 553.34350 553.34350 270.25768 553.34350 553.34350 600.52447 
##     26409     26410     26411     26412     26413     26414     26415     26416 
## 600.52447 553.34350 364.61962 742.06739 553.34350 553.34350 694.88641 647.70544 
##     26417     26418     26419     26420     26421     26422     26423     26424 
## 553.34350 742.06739 270.25768 553.34350 647.70544 223.07670 411.80059 364.61962 
##     26425     26426     26427     26428     26429     26430     26431     26432 
## 600.52447 553.34350 553.34350 742.06739 742.06739 600.52447 600.52447 600.52447 
##     26433     26434     26435     26436     26437     26438     26439     26440 
## 600.52447 647.70544 458.98156 553.34350 600.52447 553.34350 317.43865 364.61962 
##     26441     26442     26443     26444     26445     26446     26447     26448 
## 600.52447 742.06739 647.70544 553.34350 553.34350 742.06739 553.34350 600.52447 
##     26449     26450     26451     26452     26453     26454     26455     26456 
## 789.24836 553.34350 694.88641 789.24836 600.52447 647.70544 553.34350 270.25768 
##     26457     26458     26459     26460     26461     26462     26463     26464 
## 458.98156 553.34350 458.98156 553.34350 411.80059 411.80059 458.98156 553.34350 
##     26465     26466     26467     26468     26469     26470     26471     26472 
## 553.34350 553.34350 742.06739 553.34350 836.42933 647.70544 647.70544 647.70544 
##     26473     26474     26475     26476     26477     26478     26479     26480 
## 836.42933 742.06739 647.70544 647.70544 553.34350 742.06739 836.42933 836.42933 
##     26481     26482     26483     26484     26485     26486     26487     26488 
## 553.34350 458.98156 553.34350 553.34350 175.89573 553.34350 742.06739 553.34350 
##     26489     26490     26491     26492     26493     26494     26495     26496 
## 553.34350 364.61962 128.71476 270.25768 270.25768 270.25768 270.25768 742.06739 
##     26497     26498     26499     26500     26501     26502     26503     26504 
## 553.34350 647.70544 742.06739 789.24836 789.24836 694.88641 742.06739 836.42933 
##     26505     26506     26507     26508     26509     26510     26511     26512 
## 647.70544 742.06739 270.25768 128.71476 270.25768 270.25768 411.80059 270.25768 
##     26513     26514     26515     26516     26517     26518     26519     26520 
## 128.71476 600.52447 600.52447 694.88641 836.42933 647.70544 553.34350 553.34350 
##     26521     26522     26523     26524     26525     26526     26527     26528 
## 553.34350 694.88641 742.06739 553.34350 600.52447 789.24836 553.34350 553.34350 
##     26529     26530     26531     26532     26533     26534     26535     26536 
## 647.70544 694.88641 553.34350 553.34350 742.06739 553.34350 506.16253 836.42933 
##     26537     26538     26539     26540     26541     26542     26543     26544 
## 647.70544 647.70544 553.34350 175.89573 553.34350 270.25768 458.98156 553.34350 
##     26545     26546     26547     26548     26549     26550     26551     26552 
## 600.52447 600.52447 128.71476 270.25768 553.34350 647.70544 600.52447 411.80059 
##     26553     26554     26555     26556     26557     26558     26559     26560 
## 553.34350 553.34350 506.16253 836.42933 836.42933 836.42933 694.88641 553.34350 
##     26561     26562     26563     26564     26565     26566     26567     26568 
## 742.06739 600.52447 694.88641 553.34350 742.06739 647.70544 836.42933 506.16253 
##     26569     26570     26571     26572     26573     26574     26575     26576 
## 553.34350 553.34350 553.34350 647.70544 742.06739 317.43865 553.34350 128.71476 
##     26577     26578     26579     26580     26581     26582     26583     26584 
## 836.42933 553.34350 553.34350 742.06739 553.34350 742.06739 647.70544 647.70544 
##     26585     26586     26587     26588     26589     26590     26591     26592 
## 553.34350 742.06739 742.06739 789.24836 647.70544 647.70544 553.34350 647.70544 
##     26593     26594     26595     26596     26597     26598     26599     26600 
## 411.80059  81.53379 742.06739 506.16253 742.06739 742.06739 647.70544 553.34350 
##     26601     26602     26603     26604     26605     26606     26607     26608 
## 742.06739 553.34350 647.70544 553.34350 647.70544 742.06739 836.42933 836.42933 
##     26609     26610     26611     26612     26613     26614     26615     26616 
## 553.34350 553.34350 789.24836 553.34350 836.42933 647.70544 553.34350 647.70544 
##     26617     26618     26619     26620     26621     26622     26623     26624 
## 553.34350 600.52447 742.06739 647.70544 694.88641 742.06739 647.70544 411.80059 
##     26625     26626     26627     26628     26629     26630     26631     26632 
## 647.70544 836.42933 742.06739 836.42933 742.06739 742.06739 600.52447 458.98156 
##     26633     26634     26635     26636     26637     26638     26639     26640 
## 694.88641 836.42933 836.42933 553.34350 458.98156 270.25768 553.34350 694.88641 
##     26641     26642     26643     26644     26645     26646     26647     26648 
## 836.42933 647.70544 553.34350 647.70544 742.06739 836.42933 742.06739 647.70544 
##     26649     26650     26651     26652     26653     26654     26655     26656 
## 647.70544 647.70544 600.52447 553.34350 600.52447 647.70544 647.70544 600.52447 
##     26657     26658     26659     26660     26661     26662     26663     26664 
## 694.88641 789.24836 647.70544 647.70544 647.70544 270.25768 647.70544 647.70544 
##     26665     26666     26667     26668     26669     26670     26671     26672 
## 647.70544 -12.82815 411.80059 553.34350 553.34350 553.34350 553.34350 647.70544 
##     26673     26674     26675     26676     26677     26678     26679     26680 
## 600.52447 458.98156 553.34350 836.42933 647.70544 647.70544 553.34350 553.34350 
##     26681     26682     26683     26684     26685     26686     26687     26688 
## 647.70544 553.34350 789.24836 694.88641 694.88641 742.06739 553.34350 553.34350 
##     26689     26690     26691     26692     26693     26694     26695     26696 
## 836.42933 600.52447 647.70544 694.88641 553.34350 742.06739 647.70544 836.42933 
##     26697     26698     26699     26700     26701     26702     26703     26704 
## 836.42933 647.70544 647.70544 553.34350 223.07670 553.34350 553.34350 553.34350 
##     26705     26706     26707     26708     26709     26710     26711     26712 
## 553.34350 553.34350 600.52447 553.34350 553.34350 270.25768 270.25768 647.70544 
##     26713     26714     26715     26716     26717     26718     26719     26720 
## 742.06739 742.06739 600.52447 694.88641 742.06739 789.24836 742.06739 553.34350 
##     26721     26722     26723     26724     26725     26726     26727     26728 
## 553.34350 694.88641 647.70544 553.34350 553.34350 553.34350 742.06739 789.24836 
##     26729     26730     26731     26732     26733     26734     26735     26736 
## 553.34350 742.06739 836.42933 553.34350 553.34350 553.34350 836.42933 836.42933 
##     26737     26738     26739     26740     26741     26742     26743     26744 
## 836.42933 553.34350 600.52447 647.70544 836.42933 553.34350 553.34350 553.34350 
##     26745     26746     26747     26748     26749     26750     26751     26752 
## 600.52447 647.70544 742.06739 836.42933 742.06739 600.52447 553.34350 553.34350 
##     26753     26754     26755     26756     26757     26758     26759     26760 
## 458.98156 647.70544 742.06739 506.16253 836.42933 364.61962 836.42933 836.42933 
##     26761     26762     26763     26764     26765     26766     26767     26768 
## 647.70544 647.70544 600.52447 647.70544 600.52447 411.80059 553.34350 553.34350 
##     26769     26770     26771     26772     26773     26774     26775     26776 
## 506.16253 647.70544 647.70544 742.06739 742.06739 694.88641 553.34350 742.06739 
##     26777     26778     26779     26780     26781     26782     26783     26784 
## 553.34350 600.52447 742.06739 553.34350 553.34350 647.70544 553.34350 553.34350 
##     26785     26786     26787     26788     26789     26790     26791     26792 
## 647.70544 789.24836 742.06739 647.70544 742.06739 553.34350 600.52447 789.24836 
##     26793     26794     26795     26796     26797     26798     26799     26800 
## 742.06739 553.34350 742.06739 742.06739 742.06739 600.52447 458.98156 789.24836 
##     26801     26802     26803     26804     26805     26806     26807     26808 
## 600.52447 553.34350 600.52447 694.88641 742.06739 836.42933 694.88641 553.34350 
##     26809     26810     26811     26812     26813     26814     26815     26816 
## 742.06739 836.42933 836.42933 742.06739 742.06739 742.06739 553.34350 506.16253 
##     26817     26818     26819     26820     26821     26822     26823     26824 
## 647.70544 836.42933 742.06739 836.42933 836.42933 742.06739 553.34350 553.34350 
##     26825     26826     26827     26828     26829     26830     26831     26832 
## 836.42933 836.42933 553.34350 506.16253 789.24836 647.70544 553.34350 553.34350 
##     26833     26834     26835     26836     26837     26838     26839     26840 
## 553.34350 600.52447 694.88641 600.52447 647.70544 647.70544 553.34350 836.42933 
##     26841     26842     26843     26844     26845     26846     26847     26848 
## 836.42933 647.70544 836.42933 -12.82815 506.16253 836.42933 600.52447 600.52447 
##     26849     26850     26851     26852     26853     26854     26855     26856 
##  81.53379 647.70544 553.34350 600.52447 458.98156 694.88641 836.42933 128.71476 
##     26857     26858     26859     26860     26861     26862     26863     26864 
## 600.52447 553.34350 553.34350 553.34350 553.34350 458.98156 553.34350 458.98156 
##     26865     26866     26867     26868     26869     26870     26871     26872 
## 742.06739 553.34350 600.52447 647.70544 742.06739 836.42933 553.34350 600.52447 
##     26873     26874     26875     26876     26877     26878     26879     26880 
## 553.34350 553.34350 553.34350 458.98156 553.34350 742.06739 553.34350 647.70544 
##     26881     26882     26883     26884     26885     26886     26887     26888 
## 506.16253 647.70544 647.70544 600.52447 742.06739 742.06739 553.34350 553.34350 
##     26889     26890     26891     26892     26893     26894     26895     26896 
## 742.06739 836.42933 836.42933 553.34350 553.34350 836.42933 600.52447 600.52447 
##     26897     26898     26899     26900     26901     26902     26903     26904 
## 553.34350 742.06739 553.34350 553.34350 694.88641 553.34350 694.88641 647.70544 
##     26905     26906     26907     26908     26909     26910     26911     26912 
## 553.34350 742.06739 600.52447 411.80059 789.24836 553.34350 553.34350 600.52447 
##     26913     26914     26915     26916     26917     26918     26919     26920 
## 553.34350 506.16253 506.16253 553.34350 553.34350 458.98156 647.70544 553.34350 
##     26921     26922     26923     26924     26925     26926     26927     26928 
## 553.34350 553.34350 742.06739 694.88641 789.24836 553.34350 836.42933 553.34350 
##     26929     26930     26931     26932     26933     26934     26935     26936 
## 553.34350 836.42933 647.70544 553.34350 553.34350 600.52447 742.06739 553.34350 
##     26937     26938     26939     26940     26941     26942     26943     26944 
## 836.42933 506.16253 836.42933 317.43865 600.52447 694.88641 836.42933 836.42933 
##     26945     26946     26947     26948     26949     26950     26951     26952 
## 836.42933 836.42933 836.42933 742.06739 742.06739 836.42933 553.34350 647.70544 
##     26953     26954     26955     26956     26957     26958     26959     26960 
## 694.88641 789.24836 647.70544 553.34350 553.34350 647.70544 553.34350 553.34350 
##     26961     26962     26963     26964     26965     26966     26967     26968 
## 553.34350 742.06739 553.34350 553.34350 742.06739 600.52447 600.52447 553.34350 
##     26969     26970     26971     26972     26973     26974     26975     26976 
## 694.88641 742.06739 836.42933 600.52447 458.98156 553.34350 364.61962 600.52447 
##     26977     26978     26979     26980     26981     26982     26983     26984 
## 647.70544 647.70544 647.70544 600.52447 694.88641 647.70544 270.25768 836.42933 
##     26985     26986     26987     26988     26989     26990     26991     26992 
## 742.06739 742.06739 647.70544 553.34350 742.06739 553.34350 223.07670 600.52447 
##     26993     26994     26995     26996     26997     26998     26999     27000 
## 647.70544 600.52447 553.34350 553.34350 742.06739 553.34350 647.70544 600.52447 
##     27001     27002     27003     27004     27005     27006     27007     27008 
## 506.16253 742.06739 553.34350 553.34350 600.52447 742.06739 836.42933 836.42933 
##     27009     27010     27011     27012     27013     27014     27015     27016 
## 553.34350 742.06739 553.34350 647.70544 694.88641 742.06739 789.24836 836.42933 
##     27017     27018     27019     27020     27021     27022     27023     27024 
## 836.42933 742.06739 458.98156 364.61962 553.34350 647.70544 553.34350 553.34350 
##     27025     27026     27027     27028     27029     27030     27031     27032 
## 742.06739 647.70544 742.06739 789.24836 506.16253 836.42933 694.88641 836.42933 
##     27033     27034     27035     27036     27037     27038     27039     27040 
## 789.24836 836.42933 836.42933 553.34350 600.52447 553.34350 742.06739 553.34350 
##     27041     27042     27043     27044     27045     27046     27047     27048 
## 836.42933 600.52447 742.06739 789.24836 789.24836 742.06739 789.24836 742.06739 
##     27049     27050     27051     27052     27053     27054     27055     27056 
## 553.34350 742.06739 742.06739 553.34350 553.34350 742.06739 694.88641 742.06739 
##     27057     27058     27059     27060     27061     27062     27063     27064 
## 742.06739 836.42933 553.34350 553.34350 836.42933 694.88641 553.34350 553.34350 
##     27065     27066     27067     27068     27069     27070     27071     27072 
## 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 836.42933 742.06739 
##     27073     27074     27075     27076     27077     27078     27079     27080 
## 742.06739 742.06739 694.88641 742.06739 694.88641 789.24836 789.24836 742.06739 
##     27081     27082     27083     27084     27085     27086     27087     27088 
## 553.34350 694.88641 553.34350 836.42933 553.34350 600.52447 789.24836 742.06739 
##     27089     27090     27091     27092     27093     27094     27095     27096 
## 836.42933 270.25768 270.25768 506.16253 506.16253 836.42933 694.88641 647.70544 
##     27097     27098     27099     27100     27101     27102     27103     27104 
## 742.06739 647.70544 789.24836 647.70544 553.34350 600.52447 553.34350 789.24836 
##     27105     27106     27107     27108     27109     27110     27111     27112 
## 742.06739 647.70544 836.42933 694.88641 223.07670 553.34350 553.34350 553.34350 
##     27113     27114     27115     27116     27117     27118     27119     27120 
## 647.70544 742.06739 836.42933 647.70544 647.70544 553.34350 553.34350 553.34350 
##     27121     27122     27123     27124     27125     27126     27127     27128 
## 506.16253 647.70544 553.34350 553.34350 836.42933 600.52447 742.06739 742.06739 
##     27129     27130     27131     27132     27133     27134     27135     27136 
## 836.42933 742.06739 600.52447 836.42933 553.34350 600.52447 553.34350 270.25768 
##     27137     27138     27139     27140     27141     27142     27143     27144 
## 742.06739 553.34350 553.34350 836.42933 742.06739 789.24836 789.24836 742.06739 
##     27145     27146     27147     27148     27149     27150     27151     27152 
## 553.34350 600.52447 600.52447 270.25768 836.42933 647.70544 506.16253 553.34350 
##     27153     27154     27155     27156     27157     27158     27159     27160 
## 506.16253 647.70544 742.06739 647.70544 647.70544 742.06739 506.16253 836.42933 
##     27161     27162     27163     27164     27165     27166     27167     27168 
## 742.06739 836.42933 694.88641 694.88641 553.34350 742.06739 553.34350 553.34350 
##     27169     27170     27171     27172     27173     27174     27175     27176 
## 647.70544 553.34350 553.34350 553.34350 506.16253 694.88641 742.06739 553.34350 
##     27177     27178     27179     27180     27181     27182     27183     27184 
## 742.06739 742.06739 742.06739 742.06739 647.70544 742.06739 836.42933 694.88641 
##     27185     27186     27187     27188     27189     27190     27191     27192 
## 647.70544 600.52447 553.34350 742.06739 270.25768 647.70544 553.34350 694.88641 
##     27193     27194     27195     27196     27197     27198     27199     27200 
## 647.70544 742.06739 694.88641 742.06739 742.06739 836.42933 270.25768 411.80059 
##     27201     27202     27203     27204     27205     27206     27207     27208 
## 742.06739 411.80059 553.34350 836.42933 742.06739 742.06739 742.06739 553.34350 
##     27209     27210     27211     27212     27213     27214     27215     27216 
## 600.52447 600.52447 647.70544 553.34350 742.06739 647.70544 836.42933 742.06739 
##     27217     27218     27219     27220     27221     27222     27223     27224 
## 647.70544 553.34350 742.06739 600.52447 836.42933 553.34350 553.34350 647.70544 
##     27225     27226     27227     27228     27229     27230     27231     27232 
## 553.34350 553.34350 742.06739 836.42933 836.42933 553.34350 836.42933 364.61962 
##     27233     27234     27235     27236     27237     27238     27239     27240 
## 836.42933 742.06739 553.34350 836.42933 836.42933 553.34350 553.34350 506.16253 
##     27241     27242     27243     27244     27245     27246     27247     27248 
## 647.70544 836.42933 742.06739 742.06739 647.70544 742.06739 647.70544 553.34350 
##     27249     27250     27251     27252     27253     27254     27255     27256 
## 553.34350 553.34350 600.52447 553.34350 647.70544 553.34350 647.70544 742.06739 
##     27257     27258     27259     27260     27261     27262     27263     27264 
## 600.52447 553.34350 742.06739 836.42933 553.34350 600.52447 647.70544 647.70544 
##     27265     27266     27267     27268     27269     27270     27271     27272 
## 506.16253 317.43865 789.24836 553.34350 742.06739 553.34350 789.24836 553.34350 
##     27273     27274     27275     27276     27277     27278     27279     27280 
## 553.34350 742.06739 553.34350 600.52447 553.34350 647.70544 647.70544 553.34350 
##     27281     27282     27283     27284     27285     27286     27287     27288 
## 647.70544 458.98156 742.06739 600.52447 553.34350 553.34350 553.34350 647.70544 
##     27289     27290     27291     27292     27293     27294     27295     27296 
## 553.34350 506.16253 553.34350 742.06739 647.70544 553.34350 742.06739 742.06739 
##     27297     27298     27299     27300     27301     27302     27303     27304 
## 647.70544 742.06739 742.06739 553.34350 553.34350 553.34350 600.52447 647.70544 
##     27305     27306     27307     27308     27309     27310     27311     27312 
## 742.06739 742.06739 411.80059 647.70544 553.34350 647.70544 694.88641 175.89573 
##     27313     27314     27315     27316     27317     27318     27319     27320 
## 506.16253 553.34350 553.34350 742.06739 458.98156 175.89573 411.80059 553.34350 
##     27321     27322     27323     27324     27325     27326     27327     27328 
## 647.70544 694.88641 600.52447 553.34350 742.06739 -12.82815 128.71476 411.80059 
##     27329     27330     27331     27332     27333     27334     27335     27336 
## 364.61962 458.98156 506.16253 742.06739 506.16253 742.06739 553.34350 553.34350 
##     27337     27338     27339     27340     27341     27342     27343     27344 
## 836.42933 694.88641 742.06739 270.25768 270.25768 600.52447 647.70544 553.34350 
##     27345     27346     27347     27348     27349     27350     27351     27352 
## 458.98156 553.34350 553.34350 600.52447 836.42933 317.43865 128.71476 647.70544 
##     27353     27354     27355     27356     27357     27358     27359     27360 
## 742.06739 411.80059 553.34350 600.52447 836.42933 553.34350 600.52447 270.25768 
##     27361     27362     27363     27364     27365     27366     27367     27368 
## 647.70544 553.34350 836.42933 506.16253 270.25768 836.42933 553.34350 553.34350 
##     27369     27370     27371     27372     27373     27374     27375     27376 
## 647.70544 600.52447 694.88641 506.16253 742.06739 647.70544 647.70544 647.70544 
##     27377     27378     27379     27380     27381     27382     27383     27384 
## 600.52447 647.70544 458.98156 553.34350 553.34350 647.70544 694.88641 553.34350 
##     27385     27386     27387     27388     27389     27390     27391     27392 
## 553.34350 458.98156 647.70544 553.34350 647.70544 742.06739 553.34350 647.70544 
##     27393     27394     27395     27396     27397     27398     27399     27400 
## 553.34350 458.98156 600.52447 742.06739 128.71476 600.52447 694.88641 553.34350 
##     27401     27402     27403     27404     27405     27406     27407     27408 
## 553.34350 600.52447 553.34350 600.52447 553.34350 742.06739 128.71476 553.34350 
##     27409     27410     27411     27412     27413     27414     27415     27416 
## 506.16253 553.34350 647.70544 506.16253 600.52447 553.34350 364.61962 553.34350 
##     27417     27418     27419     27420     27421     27422     27423     27424 
## 411.80059 411.80059 553.34350 553.34350 836.42933 647.70544 742.06739 270.25768 
##     27425     27426     27427     27428     27429     27430     27431     27432 
## 553.34350 600.52447 553.34350 553.34350 836.42933 553.34350 553.34350 836.42933 
##     27433     27434     27435     27436     27437     27438     27439     27440 
## 647.70544 647.70544 694.88641 600.52447 600.52447 223.07670 553.34350 553.34350 
##     27441     27442     27443     27444     27445     27446     27447     27448 
## 553.34350 270.25768 364.61962  34.35282 647.70544 553.34350 506.16253 553.34350 
##     27449     27450     27451     27452     27453     27454     27455     27456 
## 553.34350 458.98156 600.52447 647.70544 553.34350 553.34350 836.42933 506.16253 
##     27457     27458     27459     27460     27461     27462     27463     27464 
## 553.34350 836.42933 553.34350 647.70544 553.34350 647.70544 742.06739 647.70544 
##     27465     27466     27467     27468     27469     27470     27471     27472 
## 553.34350 411.80059 553.34350 506.16253 836.42933 836.42933 742.06739 128.71476 
##     27473     27474     27475     27476     27477     27478     27479     27480 
## 836.42933 742.06739 742.06739 694.88641 836.42933 836.42933 742.06739 836.42933 
##     27481     27482     27483     27484     27485     27486     27487     27488 
## 600.52447 553.34350 553.34350 553.34350 647.70544 553.34350 -12.82815 128.71476 
##     27489     27490     27491     27492     27493     27494     27495     27496 
## 128.71476 553.34350 600.52447 647.70544 836.42933 553.34350 647.70544 600.52447 
##     27497     27498     27499     27500     27501     27502     27503     27504 
## 694.88641 742.06739 600.52447 553.34350 647.70544 553.34350 600.52447 742.06739 
##     27505     27506     27507     27508     27509     27510     27511     27512 
## 742.06739 647.70544 647.70544 553.34350 553.34350 553.34350 364.61962 836.42933 
##     27513     27514     27515     27516     27517     27518     27519     27520 
## 553.34350 836.42933 553.34350 223.07670 553.34350 836.42933 742.06739 553.34350 
##     27521     27522     27523     27524     27525     27526     27527     27528 
## 836.42933 742.06739 836.42933 694.88641 647.70544 836.42933 647.70544 742.06739 
##     27529     27530     27531     27532     27533     27534     27535     27536 
## 600.52447 647.70544 789.24836 553.34350 553.34350 553.34350 647.70544 553.34350 
##     27537     27538     27539     27540     27541     27542     27543     27544 
## 411.80059 553.34350 553.34350 694.88641 553.34350 836.42933 175.89573 553.34350 
##     27545     27546     27547     27548     27549     27550     27551     27552 
## 553.34350 600.52447 647.70544 270.25768 600.52447 600.52447 694.88641 600.52447 
##     27553     27554     27555     27556     27557     27558     27559     27560 
## 364.61962 553.34350 789.24836 364.61962 553.34350 742.06739 553.34350 742.06739 
##     27561     27562     27563     27564     27565     27566     27567     27568 
## -12.82815 128.71476 694.88641 742.06739 317.43865 600.52447 270.25768 647.70544 
##     27569     27570     27571     27572     27573     27574     27575     27576 
## 175.89573 -12.82815 270.25768 694.88641 553.34350 836.42933 836.42933 647.70544 
##     27577     27578     27579     27580     27581     27582     27583     27584 
## 553.34350 742.06739 694.88641 647.70544 553.34350 836.42933 270.25768 647.70544 
##     27585     27586     27587     27588     27589     27590     27591     27592 
## 742.06739 647.70544 647.70544 836.42933 458.98156 553.34350 836.42933 836.42933 
##     27593     27594     27595     27596     27597     27598     27599     27600 
## 506.16253 553.34350 553.34350 742.06739 694.88641 270.25768 553.34350 553.34350 
##     27601     27602     27603     27604     27605     27606     27607     27608 
## 553.34350 411.80059 411.80059 364.61962 411.80059 600.52447 600.52447 553.34350 
##     27609     27610     27611     27612     27613     27614     27615     27616 
## 553.34350 553.34350 553.34350 553.34350 742.06739 553.34350 553.34350 742.06739 
##     27617     27618     27619     27620     27621     27622     27623     27624 
## 647.70544 506.16253 647.70544 836.42933 600.52447 789.24836 647.70544 458.98156 
##     27625     27626     27627     27628     27629     27630     27631     27632 
## 553.34350 553.34350 600.52447 128.71476 506.16253 270.25768 270.25768 364.61962 
##     27633     27634     27635     27636     27637     27638     27639     27640 
## 647.70544 553.34350 553.34350 223.07670 647.70544 364.61962 553.34350 600.52447 
##     27641     27642     27643     27644     27645     27646     27647     27648 
## 789.24836 128.71476 553.34350 647.70544 600.52447 553.34350 553.34350 647.70544 
##     27649     27650     27651     27652     27653     27654     27655     27656 
## 647.70544 553.34350 553.34350 600.52447 647.70544 742.06739 647.70544 836.42933 
##     27657     27658     27659     27660     27661     27662     27663     27664 
## 742.06739 836.42933 694.88641 553.34350 600.52447 553.34350 836.42933 600.52447 
##     27665     27666     27667     27668     27669     27670     27671     27672 
## 600.52447 553.34350 742.06739 647.70544 600.52447 553.34350 647.70544 836.42933 
##     27673     27674     27675     27676     27677     27678     27679     27680 
## 742.06739 742.06739 742.06739 789.24836 742.06739 742.06739 553.34350 789.24836 
##     27681     27682     27683     27684     27685     27686     27687     27688 
## 647.70544 742.06739 836.42933 647.70544 600.52447 600.52447 458.98156 553.34350 
##     27689     27690     27691     27692     27693     27694     27695     27696 
## 742.06739 553.34350 600.52447 553.34350 553.34350 270.25768 175.89573 553.34350 
##     27697     27698     27699     27700     27701     27702     27703     27704 
## 553.34350 553.34350 694.88641 553.34350 553.34350 742.06739  81.53379 270.25768 
##     27705     27706     27707     27708     27709     27710     27711     27712 
## 647.70544 647.70544 553.34350 836.42933 458.98156 175.89573 742.06739 553.34350 
##     27713     27714     27715     27716     27717     27718     27719     27720 
## 647.70544 506.16253 600.52447 553.34350 647.70544 742.06739 553.34350 553.34350 
##     27721     27722     27723     27724     27725     27726     27727     27728 
## 553.34350 600.52447 600.52447 553.34350 600.52447 553.34350 458.98156 553.34350 
##     27729     27730     27731     27732     27733     27734     27735     27736 
## 742.06739 694.88641 647.70544 553.34350 506.16253 742.06739 553.34350 553.34350 
##     27737     27738     27739     27740     27741     27742     27743     27744 
## 553.34350 789.24836 789.24836 553.34350 742.06739 742.06739 789.24836 742.06739 
##     27745     27746     27747     27748     27749     27750     27751     27752 
## 553.34350 553.34350 553.34350 647.70544 600.52447 600.52447 647.70544 553.34350 
##     27753     27754     27755     27756     27757     27758     27759     27760 
## 553.34350 553.34350 553.34350 742.06739 553.34350 553.34350 836.42933 836.42933 
##     27761     27762     27763     27764     27765     27766     27767     27768 
## 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 553.34350 
##     27769     27770     27771     27772     27773     27774     27775     27776 
## 742.06739 694.88641 694.88641 789.24836 742.06739 647.70544 553.34350 647.70544 
##     27777     27778     27779     27780     27781     27782     27783     27784 
## 553.34350 553.34350 647.70544 553.34350 553.34350 553.34350 553.34350 789.24836 
##     27785     27786     27787     27788     27789     27790     27791     27792 
## 742.06739 600.52447 600.52447 694.88641 600.52447 647.70544 553.34350 553.34350 
##     27793     27794     27795     27796     27797     27798     27799     27800 
## 553.34350 600.52447 553.34350 647.70544 553.34350 836.42933 836.42933 742.06739 
##     27801     27802     27803     27804     27805     27806     27807     27808 
## 553.34350 647.70544 647.70544 553.34350 553.34350 647.70544 694.88641 553.34350 
##     27809     27810     27811     27812     27813     27814     27815     27816 
## 836.42933 506.16253 553.34350 694.88641 836.42933 411.80059 789.24836 694.88641 
##     27817     27818     27819     27820     27821     27822     27823     27824 
## 553.34350 836.42933 742.06739 647.70544 647.70544 694.88641 694.88641 600.52447 
##     27825     27826     27827     27828     27829     27830     27831     27832 
## 553.34350 553.34350 600.52447 553.34350 553.34350 553.34350 553.34350 553.34350 
##     27833     27834     27835     27836     27837     27838     27839     27840 
## 836.42933 647.70544 836.42933 647.70544 742.06739 506.16253 694.88641 647.70544 
##     27841     27842     27843     27844     27845     27846     27847     27848 
## 742.06739 742.06739 600.52447 647.70544 694.88641 742.06739 553.34350 742.06739 
##     27849     27850     27851     27852     27853     27854     27855     27856 
## 836.42933 553.34350 600.52447 600.52447 553.34350 742.06739 647.70544 553.34350 
##     27857     27858     27859     27860     27861     27862     27863     27864 
## 553.34350 600.52447 600.52447 742.06739 742.06739 836.42933 600.52447 600.52447 
##     27865     27866     27867     27868     27869     27870     27871     27872 
## 553.34350 553.34350 647.70544 647.70544 742.06739 553.34350 742.06739 694.88641 
##     27873     27874     27875     27876     27877     27878     27879     27880 
## 742.06739 553.34350 836.42933 647.70544 553.34350 553.34350 742.06739 836.42933 
##     27881     27882     27883     27884     27885     27886     27887     27888 
## 553.34350 836.42933 600.52447 553.34350 694.88641 553.34350 553.34350 458.98156 
##     27889     27890     27891     27892     27893     27894     27895     27896 
## 364.61962 836.42933 836.42933 836.42933 553.34350 553.34350 553.34350 553.34350 
##     27897     27898     27899     27900     27901     27902     27903     27904 
## 742.06739 553.34350 600.52447 647.70544 600.52447 836.42933 836.42933 647.70544 
##     27905     27906     27907     27908     27909     27910     27911     27912 
## 836.42933 694.88641 647.70544 553.34350 694.88641 506.16253 694.88641 742.06739 
##     27913     27914     27915     27916     27917     27918     27919     27920 
## 742.06739 411.80059 742.06739 742.06739 600.52447 742.06739 742.06739 553.34350 
##     27921     27922     27923     27924     27925     27926     27927     27928 
## 647.70544 742.06739 600.52447 647.70544 742.06739 553.34350 600.52447 364.61962 
##     27929     27930     27931     27932     27933     27934     27935     27936 
## 553.34350 742.06739 600.52447 600.52447 694.88641 836.42933 836.42933 647.70544 
##     27937     27938     27939     27940     27941     27942     27943     27944 
## 836.42933 742.06739 836.42933 553.34350 553.34350 836.42933 600.52447 458.98156 
##     27945     27946     27947     27948     27949     27950     27951     27952 
## 694.88641 553.34350 600.52447 694.88641 458.98156 742.06739 836.42933 600.52447 
##     27953     27954     27955     27956     27957     27958     27959     27960 
## 553.34350 553.34350 553.34350 553.34350 553.34350 647.70544 553.34350 742.06739 
##     27961     27962     27963     27964     27965     27966     27967     27968 
## 836.42933 789.24836 553.34350 600.52447 600.52447 647.70544 553.34350 600.52447 
##     27969     27970     27971     27972     27973     27974     27975     27976 
## 553.34350 506.16253 836.42933 836.42933 553.34350 411.80059 553.34350 647.70544 
##     27977     27978     27979     27980     27981     27982     27983     27984 
## 836.42933 742.06739 553.34350 742.06739 553.34350 553.34350 836.42933 600.52447 
##     27985     27986     27987     27988     27989     27990     27991     27992 
## 836.42933 553.34350 553.34350 836.42933 789.24836 742.06739 647.70544 553.34350 
##     27993     27994     27995     27996     27997     27998     27999     28000 
## 553.34350 647.70544 553.34350 553.34350 553.34350 553.34350 600.52447 600.52447 
##     28001     28002     28003     28004     28005     28006     28007     28008 
## 836.42933 836.42933 694.88641 836.42933 553.34350 694.88641 600.52447 600.52447 
##     28009     28010     28011     28012     28013     28014     28015     28016 
## 553.34350 647.70544 600.52447 553.34350 411.80059 836.42933 836.42933 553.34350 
##     28017     28018     28019     28020     28021     28022     28023     28024 
## 553.34350 836.42933 836.42933 836.42933 647.70544 553.34350 836.42933 742.06739 
##     28025     28026     28027     28028     28029     28030     28031     28032 
## 553.34350 600.52447 553.34350 694.88641 553.34350 553.34350 836.42933 458.98156 
##     28033     28034     28035     28036     28037     28038     28039     28040 
## 836.42933 553.34350 553.34350 647.70544 694.88641 553.34350 506.16253 553.34350 
##     28041     28042     28043     28044     28045     28046     28047     28048 
## 600.52447 647.70544 553.34350 742.06739 647.70544 647.70544 553.34350 600.52447 
##     28049     28050     28051     28052     28053     28054     28055     28056 
## 553.34350 742.06739 600.52447 742.06739 600.52447 789.24836 600.52447 553.34350 
##     28057     28058     28059     28060     28061     28062     28063     28064 
## 553.34350 600.52447 553.34350 553.34350 742.06739 742.06739 742.06739 411.80059 
##     28065     28066     28067     28068     28069     28070     28071     28072 
## 553.34350 600.52447 553.34350 789.24836 742.06739 553.34350 600.52447 553.34350 
##     28073     28074     28075     28076     28077     28078     28079     28080 
## 836.42933 647.70544 553.34350 742.06739 553.34350 836.42933 647.70544 647.70544 
##     28081     28082     28083     28084     28085     28086     28087     28088 
## 836.42933 553.34350 553.34350 506.16253 742.06739 647.70544 694.88641 836.42933 
##     28089     28090     28091     28092     28093     28094     28095     28096 
## 553.34350 553.34350 836.42933 789.24836 836.42933 742.06739 600.52447 836.42933 
##     28097     28098     28099     28100     28101     28102     28103     28104 
## 742.06739 694.88641 647.70544 647.70544 647.70544 647.70544 789.24836 694.88641 
##     28105     28106     28107     28108     28109     28110     28111     28112 
## 647.70544 789.24836 742.06739 742.06739 553.34350 553.34350 742.06739 647.70544 
##     28113     28114     28115     28116     28117     28118     28119     28120 
## 647.70544 553.34350 836.42933 458.98156 742.06739 742.06739 836.42933 553.34350 
##     28121     28122     28123     28124     28125     28126     28127     28128 
## 553.34350 742.06739 458.98156 553.34350 553.34350 553.34350 506.16253 553.34350 
##     28129     28130     28131     28132     28133     28134     28135     28136 
## 789.24836 789.24836 789.24836 411.80059 553.34350 742.06739 553.34350 553.34350 
##     28137     28138     28139     28140     28141     28142     28143     28144 
## 553.34350 647.70544 553.34350 836.42933 411.80059 742.06739 458.98156 742.06739 
##     28145     28146     28147     28148     28149     28150     28151     28152 
## 742.06739 742.06739 553.34350 270.25768 742.06739 553.34350 553.34350 553.34350 
##     28153     28154     28155 
## 553.34350 789.24836 458.98156

2.4.2 Hồi quy tuyến tính đa biến

Chúng ta xét mô hình hồi quy k biến số:

y=β1+β2x2+⋯+βixi+⋯βkxk+u

Để thực hiện hồi quy mô hình này ta thực hiện câu lệnh sau:

hoiquy <- lm(y~x2 + x3 + xi + … + xk): câu lệnh hồi quy tuyến tính y theo các biến x2, x3, …, xk.

Chúng ta tiếp tục sử dụng bộ số liệu CPS1988.csv để minh họa cho hồi quy đa biến. Ta thực hiện hồi quy wage theo education và experience ta được kết quả như sau:

reg <- lm(wage ~ education + experience, data = CPS1988)
# Hiện thị chi tiết hồi quy
summary(reg)
## 
## Call:
## lm(formula = wage ~ education + experience, data = CPS1988)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -1136.1  -220.8   -48.3   154.5 18156.1 
## 
## Coefficients:
##              Estimate Std. Error t value Pr(>|t|)    
## (Intercept) -385.0834    13.2428  -29.08   <2e-16 ***
## education     60.8964     0.8828   68.98   <2e-16 ***
## experience    10.6057     0.1957   54.19   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 411.5 on 28152 degrees of freedom
## Multiple R-squared:  0.1768, Adjusted R-squared:  0.1768 
## F-statistic:  3024 on 2 and 28152 DF,  p-value: < 2.2e-16
## 

Kết quả hàm hồi quy mẫu của wage theo education và experience:

wage = −385,0834 + 60,8964. education + 10,6057.experience

2.5 Hồi quy theo phương pháp ML

2.5.1 Mô hình Logitics

2.5.1.1 Ước lượng mô hình và dự báo

# Đọc file crab.csv và đặt tên crab
crab <- read.csv("crab.csv", header=TRUE)
# Xem 6 quan sát đầu
head(crab)
##   color spine width satell weight y
## 1     3     3  28.3      8   3050 1
## 2     4     3  22.5      0   1550 0
## 3     2     1  26.0      9   2300 1
## 4     4     3  24.8      0   2100 0
## 5     4     3  26.0      4   2600 1
## 6     3     3  23.8      0   2100 0
logit <- glm(y ~ width + weight + color +spine, family = binomial(link = "logit"), data = crab)
summary(logit)
## 
## Call:
## glm(formula = y ~ width + weight + color + spine, family = binomial(link = "logit"), 
##     data = crab)
## 
## Coefficients:
##               Estimate Std. Error z value Pr(>|z|)  
## (Intercept) -7.0078436  3.8034845  -1.842   0.0654 .
## width        0.2732525  0.1893304   1.443   0.1489  
## weight       0.0007949  0.0006917   1.149   0.2505  
## color       -0.5915286  0.2417241  -2.447   0.0144 *
## spine        0.2716837  0.2410407   1.127   0.2597  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 225.76  on 172  degrees of freedom
## Residual deviance: 186.66  on 168  degrees of freedom
## AIC: 196.66
## 
## Number of Fisher Scoring iterations: 4
1/(1+(exp(-logit$coef[1]-logit$coef[2]*25-logit$coef[3]*5-
logit$coef[4]*3)))
## (Intercept) 
##   0.1248653

2.5.1.2 Kiểm định cho mô hình logistic

2.5.1.2.1 Kiểm định sự ảnh hưởng của biến dự báo (giải thích) lên biến đáp ứng bằng kiểm định Wald
library(mdscore)
## Warning: package 'mdscore' was built under R version 4.3.1
## Loading required package: MASS
# Đọc tập tin crab và đặt tên crab
crab <- read.csv("crab.csv", header=TRUE)
# Hồi quy t theo width
logit <- glm(y ~ width, family = binomial(link = "logit"), data = crab)
wald.test(logit, terms = 2)
## $W
## [1] 23.88748
## 
## $pvalue
## [1] 1.02134e-06
## 
## attr(,"class")
## [1] "wald.test"
2.5.1.2.2 Kiểm định sự phù hợp của mô hình
crab <- read.csv("crab.csv", header=TRUE)
# Hồi quy
logit <- glm(y ~ width, family = binomial(link = "logit"), data = crab)
# Kiểm định thống kê LR và kết quả
Anova(logit)
## Analysis of Deviance Table (Type II tests)
## 
## Response: y
##       LR Chisq Df Pr(>Chisq)    
## width   31.306  1  2.204e-08 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

2.5.1.3 Tính các chỉ số đánh giá mức độ phù hợp của mô hình logistic

crab <- read.csv("crab.csv", header=TRUE)
# Hồi quy
fit <- glm(y ~ width, family = binomial(link = "logit"), data = crab)
# Câu lệnh tìm hệ số Pseudo - R^2 và kết quả
library(pscl)
## Warning: package 'pscl' was built under R version 4.3.1
## Classes and Methods for R developed in the
## Political Science Computational Laboratory
## Department of Political Science
## Stanford University
## Simon Jackman
## hurdle and zeroinfl functions by Achim Zeileis
pR2(fit)
## fitting null model for pseudo-r2
##          llh      llhNull           G2     McFadden         r2ML         r2CU 
##  -97.2263320 -112.8792616   31.3058593    0.1386697    0.1655302    0.2271217
crab <- read.csv("crab.csv", header=TRUE)
# Hồi quy
fit <- glm(y ~ width, family = binomial(link = "logit"), data = crab)
# Dự báo xác suất P(Y = 1)
pred.prob <- fitted(fit)
# Hệ số Brier
BrierScore <- mean((pred.prob - crab$y)^2)
# Kết quả
summary(BrierScore)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1928  0.1928  0.1928  0.1928  0.1928  0.1928
crab <- read.csv("crab.csv", header=TRUE)
# Hồi quy
logit <- glm(y ~ width, family = binomial(link = "logit"), data = crab)
summary(logit)
## 
## Call:
## glm(formula = y ~ width, family = binomial(link = "logit"), data = crab)
## 
## Coefficients:
##             Estimate Std. Error z value Pr(>|z|)    
## (Intercept) -12.3508     2.6287  -4.698 2.62e-06 ***
## width         0.4972     0.1017   4.887 1.02e-06 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 225.76  on 172  degrees of freedom
## Residual deviance: 194.45  on 171  degrees of freedom
## AIC: 198.45
## 
## Number of Fisher Scoring iterations: 4
# Dự báo xác suất
pred <- fitted(logit)
# Làm tròn giá trị dự báo
yhat <- round(pred, 0)
# Ma trận nhầm lẫn