Consider the sample data on Boston house prices given by the Excel file "Boston.xlsx". The definitions of each column are given below

1. CRIM: per capita crime rate by town

2. ZN: proportion of residential land zoned for lots over 25,000 sq.ft.

3. INDUS: proportion of non-retail business acres per town

4. CHAS: Charles River dummy variable (= 1 if tract bounds river; 0 otherwise)

5. NOX: nitric oxides concentration (parts per 10 million)

6. RM: average number of rooms per dwelling

7. AGE: proportion of owner-occupied units built prior to 1940

8. DIS: weighted distances to five Boston employment centers

9. TAX: full-value property-tax rate per $10,000

10. PTRATIO: pupil(student) -teacher ratio by town

11. VALUE: Median value of owner-occupied homes in $10,000's

You have been asked to build a model that will help you estimate/explain the value of a given property in the Boston area given all the other variables (a total of 10 variables) given in the above list.

What is the R-Squared of your multiple linear regression model? a) 0.72 b)0.56 c)0.66 d)0.92

What would be your estimate of a property in the Boston region for a property with the following characteristics?

crim -0.005

zn- 12

indus - 2.1

chas - 0

nox - 0.5

rm - 6

age - 38

dis - 2

tax - 296

ptratio - 15.3

At a significance level of 0.01, check if the error terms of your multiple linear regression model are normally distributed (for Q24 and 25)?

What is the p-value of your test? a) 0.85b)0c) 0.01d) 0.02

What is your conclusion?

a)Fail to reject the null hypothesis, the residuals are normally distributed.

b) Fail to reject the null hypothesis, the residuals are not normally distributed.

c) Reject the null hypothesis, the residuals are normally distributed.

d)Reject the null hypothesis, the residuals are not normally distributed.

crim zn indus chas nox rm age dis tax ptratio value

0.00632 18 2.31 0 0.538 6.575 65.2 4.09 296 15.3 24

0.02731 0 7.07 0 0.469 6.421 78.9 4.9671 242 17.8 21.6

0.02729 0 7.07 0 0.469 7.185 61.1 4.9671 242 17.8 34.7

0.03237 0 2.18 0 0.458 6.998 45.8 6.0622 222 18.7 33.4

0.06905 0 2.18 0 0.458 7.147 54.2 6.0622 222 18.7 36.2

0.02985 0 2.18 0 0.458 6.43 58.7 6.0622 222 18.7 28.7

0.08829 12.5 7.87 0 0.524 6.012 66.6 5.5605 311 15.2 22.9

0.14455 12.5 7.87 0 0.524 6.172 96.1 5.9505 311 15.2 27.1

0.21124 12.5 7.87 0 0.524 5.631 100 6.0821 311 15.2 16.5

0.17004 12.5 7.87 0 0.524 6.004 85.9 6.5921 311 15.2 18.9

0.22489 12.5 7.87 0 0.524 6.377 94.3 6.3467 311 15.2 15

0.11747 12.5 7.87 0 0.524 6.009 82.9 6.2267 311 15.2 18.9

0.09378 12.5 7.87 0 0.524 5.889 39 5.4509 311 15.2 21.7

0.62976 0 8.14 0 0.538 5.949 61.8 4.7075 307 21 20.4

0.63796 0 8.14 0 0.538 6.096 84.5 4.4619 307 21 18.2

0.62739 0 8.14 0 0.538 5.834 56.5 4.4986 307 21 19.9

1.05393 0 8.14 0 0.538 5.935 29.3 4.4986 307 21 23.1

0.7842 0 8.14 0 0.538 5.99 81.7 4.2579 307 21 17.5

0.80271 0 8.14 0 0.538 5.456 36.6 3.7965 307 21 20.2

0.7258 0 8.14 0 0.538 5.727 69.5 3.7965 307 21 18.2

1.25179 0 8.14 0 0.538 5.57 98.1 3.7979 307 21 13.6

0.85204 0 8.14 0 0.538 5.965 89.2 4.0123 307 21 19.6

1.23247 0 8.14 0 0.538 6.142 91.7 3.9769 307 21 15.2

0.98843 0 8.14 0 0.538 5.813 100 4.0952 307 21 14.5

0.75026 0 8.14 0 0.538 5.924 94.1 4.3996 307 21 15.6

0.84054 0 8.14 0 0.538 5.599 85.7 4.4546 307 21 13.9

0.67191 0 8.14 0 0.538 5.813 90.3 4.682 307 21 16.6

0.95577 0 8.14 0 0.538 6.047 88.8 4.4534 307 21 14.8

0.77299 0 8.14 0 0.538 6.495 94.4 4.4547 307 21 18.4

1.00245 0 8.14 0 0.538 6.674 87.3 4.239 307 21 21

1.13081 0 8.14 0 0.538 5.713 94.1 4.233 307 21 12.7

1.35472 0 8.14 0 0.538 6.072 100 4.175 307 21 14.5

1.38799 0 8.14 0 0.538 5.95 82 3.99 307 21 13.2

1.15172 0 8.14 0 0.538 5.701 95 3.7872 307 21 13.1

1.61282 0 8.14 0 0.538 6.096 96.9 3.7598 307 21 13.5

0.06417 0 5.96 0 0.499 5.933 68.2 3.3603 279 19.2 18.9

0.09744 0 5.96 0 0.499 5.841 61.4 3.3779 279 19.2 20

0.08014 0 5.96 0 0.499 5.85 41.5 3.9342 279 19.2 21

0.17505 0 5.96 0 0.499 5.966 30.2 3.8473 279 19.2 24.7

0.02763 75 2.95 0 0.428 6.595 21.8 5.4011 252 18.3 30.8

0.03359 75 2.95 0 0.428 7.024 15.8 5.4011 252 18.3 34.9

0.12744 0 6.91 0 0.448 6.77 2.9 5.7209 233 17.9 26.6

0.1415 0 6.91 0 0.448 6.169 6.6 5.7209 233 17.9 25.3

0.15936 0 6.91 0 0.448 6.211 6.5 5.7209 233 17.9 24.7

0.12269 0 6.91 0 0.448 6.069 40 5.7209 233 17.9 21.2

0.17142 0 6.91 0 0.448 5.682 33.8 5.1004 233 17.9 19.3

0.18836 0 6.91 0 0.448 5.786 33.3 5.1004 233 17.9 20

0.22927 0 6.91 0 0.448 6.03 85.5 5.6894 233 17.9 16.6

0.25387 0 6.91 0 0.448 5.399 95.3 5.87 233 17.9 14.4

0.21977 0 6.91 0 0.448 5.602 62 6.0877 233 17.9 19.4

0.08873 21 5.64 0 0.439 5.963 45.7 6.8147 243 16.8 19.7

0.04337 21 5.64 0 0.439 6.115 63 6.8147 243 16.8 20.5

0.0536 21 5.64 0 0.439 6.511 21.1 6.8147 243 16.8 25

0.04981 21 5.64 0 0.439 5.998 21.4 6.8147 243 16.8 23.4

0.0136 75 4 0 0.41 5.888 47.6 7.3197 469 21.1 18.9

0.01311 90 1.22 0 0.403 7.249 21.9 8.6966 226 17.9 35.4

0.02055 85 0.74 0 0.41 6.383 35.7 9.1876 313 17.3 24.7

0.01432 100 1.32 0 0.411 6.816 40.5 8.3248 256 15.1 31.6

0.15445 25 5.13 0 0.453 6.145 29.2 7.8148 284 19.7 23.3

0.10328 25 5.13 0 0.453 5.927 47.2 6.932 284 19.7 19.6

0.14932 25 5.13 0 0.453 5.741 66.2 7.2254 284 19.7 18.7

0.17171 25 5.13 0 0.453 5.966 93.4 6.8185 284 19.7 16

0.11027 25 5.13 0 0.453 6.456 67.8 7.2255 284 19.7 22.2

0.1265 25 5.13 0 0.453 6.762 43.4 7.9809 284 19.7 25

0.01951 17.5 1.38 0 0.4161 7.104 59.5 9.2229 216 18.6 33

0.03584 80 3.37 0 0.398 6.29 17.8 6.6115 337 16.1 23.5

0.04379 80 3.37 0 0.398 5.787 31.1 6.6115 337 16.1 19.4

0.05789 12.5 6.07 0 0.409 5.878 21.4 6.498 345 18.9 22

0.13554 12.5 6.07 0 0.409 5.594 36.8 6.498 345 18.9 17.4

0.12816 12.5 6.07 0 0.409 5.885 33 6.498 345 18.9 20.9

0.08826 0 10.81 0 0.413 6.417 6.6 5.2873 305 19.2 24.2

0.15876 0 10.81 0 0.413 5.961 17.5 5.2873 305 19.2 21.7

0.09164 0 10.81 0 0.413 6.065 7.8 5.2873 305 19.2 22.8

0.19539 0 10.81 0 0.413 6.245 6.2 5.2873 305 19.2 23.4

0.07896 0 12.83 0 0.437 6.273 6 4.2515 398 18.7 24.1

0.09512 0 12.83 0 0.437 6.286 45 4.5026 398 18.7 21.4

0.10153 0 12.83 0 0.437 6.279 74.5 4.0522 398 18.7 20

0.08707 0 12.83 0 0.437 6.14 45.8 4.0905 398 18.7 20.8

0.05646 0 12.83 0 0.437 6.232 53.7 5.0141 398 18.7 21.2

0.08387 0 12.83 0 0.437 5.874 36.6 4.5026 398 18.7 20.3

0.04113 25 4.86 0 0.426 6.727 33.5 5.4007 281 19 28

0.04462 25 4.86 0 0.426 6.619 70.4 5.4007 281 19 23.9

0.03659 25 4.86 0 0.426 6.302 32.2 5.4007 281 19 24.8

0.03551 25 4.86 0 0.426 6.167 46.7 5.4007 281 19 22.9

0.05059 0 4.49 0 0.449 6.389 48 4.7794 247 18.5 23.9

0.05735 0 4.49 0 0.449 6.63 56.1 4.4377 247 18.5 26.6

0.05188 0 4.49 0 0.449 6.015 45.1 4.4272 247 18.5 22.5

0.07151 0 4.49 0 0.449 6.121 56.8 3.7476 247 18.5 22.2

0.0566 0 3.41 0 0.489 7.007 86.3 3.4217 270 17.8 23.6

0.05302 0 3.41 0 0.489 7.079 63.1 3.4145 270 17.8 28.7

0.04684 0 3.41 0 0.489 6.417 66.1 3.0923 270 17.8 22.6

0.03932 0 3.41 0 0.489 6.405 73.9 3.0921 270 17.8 22

0.04203 28 15.04 0 0.464 6.442 53.6 3.6659 270 18.2 22.9

0.02875 28 15.04 0 0.464 6.211 28.9 3.6659 270 18.2 25

0.04294 28 15.04 0 0.464 6.249 77.3 3.615 270 18.2 20.6

0.12204 0 2.89 0 0.445 6.625 57.8 3.4952 276 18 28.4

0.11504 0 2.89 0 0.445 6.163 69.6 3.4952 276 18 21.4

0.12083 0 2.89 0 0.445 8.069 76 3.4952 276 18 38.7

0.08187 0 2.89 0 0.445 7.82 36.9 3.4952 276 18 43.8

0.0686 0 2.89 0 0.445 7.416 62.5 3.4952 276 18 33.2

0.14866 0 8.56 0 0.52 6.727 79.9 2.7778 384 20.9 27.5

0.11432 0 8.56 0 0.52 6.781 71.3 2.8561 384 20.9 26.5

0.22876 0 8.56 0 0.52 6.405 85.4 2.7147 384 20.9 18.6

0.21161 0 8.56 0 0.52 6.137 87.4 2.7147 384 20.9 19.3

0.1396 0 8.56 0 0.52 6.167 90 2.421 384 20.9 20.1

0.13262 0 8.56 0 0.52 5.851 96.7 2.1069 384 20.9 19.5

0.1712 0 8.56 0 0.52 5.836 91.9 2.211 384 20.9 19.5

0.13117 0 8.56 0 0.52 6.127 85.2 2.1224 384 20.9 20.4

0.12802 0 8.56 0 0.52 6.474 97.1 2.4329 384 20.9 19.8

0.26363 0 8.56 0 0.52 6.229 91.2 2.5451 384 20.9 19.4

0.10793 0 8.56 0 0.52 6.195 54.4 2.7778 384 20.9 21.7

0.10084 0 10.01 0 0.547 6.715 81.6 2.6775 432 17.8 22.8

0.12329 0 10.01 0 0.547 5.913 92.9 2.3534 432 17.8 18.8

0.22212 0 10.01 0 0.547 6.092 95.4 2.548 432 17.8 18.7

0.14231 0 10.01 0 0.547 6.254 84.2 2.2565 432 17.8 18.5

0.17134 0 10.01 0 0.547 5.928 88.2 2.4631 432 17.8 18.3

0.13158 0 10.01 0 0.547 6.176 72.5 2.7301 432 17.8 21.2

0.15098 0 10.01 0 0.547 6.021 82.6 2.7474 432 17.8 19.2

0.13058 0 10.01 0 0.547 5.872 73.1 2.4775 432 17.8 20.4

0.14476 0 10.01 0 0.547 5.731 65.2 2.7592 432 17.8 19.3

0.06899 0 25.65 0 0.581 5.87 69.7 2.2577 188 19.1 22

0.07165 0 25.65 0 0.581 6.004 84.1 2.1974 188 19.1 20.3

0.09299 0 25.65 0 0.581 5.961 92.9 2.0869 188 19.1 20.5

0.15038 0 25.65 0 0.581 5.856 97 1.9444 188 19.1 17.3

0.09849 0 25.65 0 0.581 5.879 95.8 2.0063 188 19.1 18.8

0.16902 0 25.65 0 0.581 5.986 88.4 1.9929 188 19.1 21.4

0.38735 0 25.65 0 0.581 5.613 95.6 1.7572 188 19.1 15.7

0.25915 0 21.89 0 0.624 5.693 96 1.7883 437 21.2 16.2

0.32543 0 21.89 0 0.624 6.431 98.8 1.8125 437 21.2 18

0.88125 0 21.89 0 0.624 5.637 94.7 1.9799 437 21.2 14.3

0.34006 0 21.89 0 0.624 6.458 98.9 2.1185 437 21.2 19.2

1.19294 0 21.89 0 0.624 6.326 97.7 2.271 437 21.2 19.6

0.59005 0 21.89 0 0.624 6.372 97.9 2.3274 437 21.2 23

0.32982 0 21.89 0 0.624 5.822 95.4 2.4699 437 21.2 18.4

0.97617 0 21.89 0 0.624 5.757 98.4 2.346 437 21.2 15.6

0.55778 0 21.89 0 0.624 6.335 98.2 2.1107 437 21.2 18.1

0.32264 0 21.89 0 0.624 5.942 93.5 1.9669 437 21.2 17.4

0.35233 0 21.89 0 0.624 6.454 98.4 1.8498 437 21.2 17.1

0.2498 0 21.89 0 0.624 5.857 98.2 1.6686 437 21.2 13.3

0.54452 0 21.89 0 0.624 6.151 97.9 1.6687 437 21.2 17.8

0.2909 0 21.89 0 0.624 6.174 93.6 1.6119 437 21.2 14

1.62864 0 21.89 0 0.624 5.019 100 1.4394 437 21.2 14.4

3.32105 0 19.58 1 0.871 5.403 100 1.3216 403 14.7 13.4

4.0974 0 19.58 0 0.871 5.468 100 1.4118 403 14.7 15.6

2.77974 0 19.58 0 0.871 4.903 97.8 1.3459 403 14.7 11.8

2.37934 0 19.58 0 0.871 6.13 100 1.4191 403 14.7 13.8

2.15505 0 19.58 0 0.871 5.628 100 1.5166 403 14.7 15.6

2.36862 0 19.58 0 0.871 4.926 95.7 1.4608 403 14.7 14.6

2.33099 0 19.58 0 0.871 5.186 93.8 1.5296 403 14.7 17.8

2.73397 0 19.58 0 0.871 5.597 94.9 1.5257 403 14.7 15.4

1.6566 0 19.58 0 0.871 6.122 97.3 1.618 403 14.7 21.5

1.49632 0 19.58 0 0.871 5.404 100 1.5916 403 14.7 19.6

1.12658 0 19.58 1 0.871 5.012 88 1.6102 403 14.7 15.3

2.14918 0 19.58 0 0.871 5.709 98.5 1.6232 403 14.7 19.4

1.41385 0 19.58 1 0.871 6.129 96 1.7494 403 14.7 17

3.53501 0 19.58 1 0.871 6.152 82.6 1.7455 403 14.7 15.6

2.44668 0 19.58 0 0.871 5.272 94 1.7364 403 14.7 13.1

1.22358 0 19.58 0 0.605 6.943 97.4 1.8773 403 14.7 41.3

1.34284 0 19.58 0 0.605 6.066 100 1.7573 403 14.7 24.3

1.42502 0 19.58 0 0.871 6.51 100 1.7659 403 14.7 23.3

1.27346 0 19.58 1 0.605 6.25 92.6 1.7984 403 14.7 27

1.46336 0 19.58 0 0.605 7.489 90.8 1.9709 403 14.7 50

1.83377 0 19.58 1 0.605 7.802 98.2 2.0407 403 14.7 50

1.51902 0 19.58 1 0.605 8.375 93.9 2.162 403 14.7 50

2.24236 0 19.58 0 0.605 5.854 91.8 2.422 403 14.7 22.7

2.924 0 19.58 0 0.605 6.101 93 2.2834 403 14.7 25

2.01019 0 19.58 0 0.605 7.929 96.2 2.0459 403 14.7 50

1.80028 0 19.58 0 0.605 5.877 79.2 2.4259 403 14.7 23.8

2.3004 0 19.58 0 0.605 6.319 96.1 2.1 403 14.7 23.8

2.44953 0 19.58 0 0.605 6.402 95.2 2.2625 403 14.7 22.3

1.20742 0 19.58 0 0.605 5.875 94.6 2.4259 403 14.7 17.4

2.3139 0 19.58 0 0.605 5.88 97.3 2.3887 403 14.7 19.1

0.13914 0 4.05 0 0.51 5.572 88.5 2.5961 296 16.6 23.1

0.09178 0 4.05 0 0.51 6.416 84.1 2.6463 296 16.6 23.6

0.08447 0 4.05 0 0.51 5.859 68.7 2.7019 296 16.6 22.6

0.06664 0 4.05 0 0.51 6.546 33.1 3.1323 296 16.6 29.4

0.07022 0 4.05 0 0.51 6.02 47.2 3.5549 296 16.6 23.2

0.05425 0 4.05 0 0.51 6.315 73.4 3.3175 296 16.6 24.6

0.06642 0 4.05 0 0.51 6.86 74.4 2.9153 296 16.6 29.9

0.0578 0 2.46 0 0.488 6.98 58.4 2.829 193 17.8 37.2

0.06588 0 2.46 0 0.488 7.765 83.3 2.741 193 17.8 39.8

0.06888 0 2.46 0 0.488 6.144 62.2 2.5979 193 17.8 36.2

0.09103 0 2.46 0 0.488 7.155 92.2 2.7006 193 17.8 37.9

0.10008 0 2.46 0 0.488 6.563 95.6 2.847 193 17.8 32.5

0.08308 0 2.46 0 0.488 5.604 89.8 2.9879 193 17.8 26.4

0.06047 0 2.46 0 0.488 6.153 68.8 3.2797 193 17.8 29.6

0.05602 0 2.46 0 0.488 7.831 53.6 3.1992 193 17.8 50

0.07875 45 3.44 0 0.437 6.782 41.1 3.7886 398 15.2 32

0.12579 45 3.44 0 0.437 6.556 29.1 4.5667 398 15.2 29.8

0.0837 45 3.44 0 0.437 7.185 38.9 4.5667 398 15.2 34.9

0.09068 45 3.44 0 0.437 6.951 21.5 6.4798 398 15.2 37

0.06911 45 3.44 0 0.437 6.739 30.8 6.4798 398 15.2 30.5

0.08664 45 3.44 0 0.437 7.178 26.3 6.4798 398 15.2 36.4

0.02187 60 2.93 0 0.401 6.8 9.9 6.2196 265 15.6 31.1

0.01439 60 2.93 0 0.401 6.604 18.8 6.2196 265 15.6 29.1

0.01381 80 0.46 0 0.422 7.875 32 5.6484 255 14.4 50

0.04011 80 1.52 0 0.404 7.287 34.1 7.309 329 12.6 33.3

0.04666 80 1.52 0 0.404 7.107 36.6 7.309 329 12.6 30.3

0.03768 80 1.52 0 0.404 7.274 38.3 7.309 329 12.6 34.6

0.0315 95 1.47 0 0.403 6.975 15.3 7.6534 402 17 34.9

0.01778 95 1.47 0 0.403 7.135 13.9 7.6534 402 17 32.9

0.03445 82.5 2.03 0 0.415 6.162 38.4 6.27 348 14.7 24.1

0.02177 82.5 2.03 0 0.415 7.61 15.7 6.27 348 14.7 42.3

0.0351 95 2.68 0 0.4161 7.853 33.2 5.118 224 14.7 48.5

0.02009 95 2.68 0 0.4161 8.034 31.9 5.118 224 14.7 50

0.13642 0 10.59 0 0.489 5.891 22.3 3.9454 277 18.6 22.6

0.22969 0 10.59 0 0.489 6.326 52.5 4.3549 277 18.6 24.4

0.25199 0 10.59 0 0.489 5.783 72.7 4.3549 277 18.6 22.5

0.13587 0 10.59 1 0.489 6.064 59.1 4.2392 277 18.6 24.4

0.43571 0 10.59 1 0.489 5.344 100 3.875 277 18.6 20

0.17446 0 10.59 1 0.489 5.96 92.1 3.8771 277 18.6 21.7

0.37578 0 10.59 1 0.489 5.404 88.6 3.665 277 18.6 19.3

0.21719 0 10.59 1 0.489 5.807 53.8 3.6526 277 18.6 22.4

0.14052 0 10.59 0 0.489 6.375 32.3 3.9454 277 18.6 28.1

0.28955 0 10.59 0 0.489 5.412 9.8 3.5875 277 18.6 23.7

0.19802 0 10.59 0 0.489 6.182 42.4 3.9454 277 18.6 25

0.0456 0 13.89 1 0.55 5.888 56 3.1121 276 16.4 23.3

0.07013 0 13.89 0 0.55 6.642 85.1 3.4211 276 16.4 28.7

0.11069 0 13.89 1 0.55 5.951 93.8 2.8893 276 16.4 21.5

0.11425 0 13.89 1 0.55 6.373 92.4 3.3633 276 16.4 23

0.35809 0 6.2 1 0.507 6.951 88.5 2.8617 307 17.4 26.7

0.40771 0 6.2 1 0.507 6.164 91.3 3.048 307 17.4 21.7

0.62356 0 6.2 1 0.507 6.879 77.7 3.2721 307 17.4 27.5

0.6147 0 6.2 0 0.507 6.618 80.8 3.2721 307 17.4 30.1

0.31533 0 6.2 0 0.504 8.266 78.3 2.8944 307 17.4 44.8

0.52693 0 6.2 0 0.504 8.725 83 2.8944 307 17.4 50

0.38214 0 6.2 0 0.504 8.04 86.5 3.2157 307 17.4 37.6

0.41238 0 6.2 0 0.504 7.163 79.9 3.2157 307 17.4 31.6

0.29819 0 6.2 0 0.504 7.686 17 3.3751 307 17.4 46.7

0.44178 0 6.2 0 0.504 6.552 21.4 3.3751 307 17.4 31.5

0.537 0 6.2 0 0.504 5.981 68.1 3.6715 307 17.4 24.3

0.46296 0 6.2 0 0.504 7.412 76.9 3.6715 307 17.4 31.7

0.57529 0 6.2 0 0.507 8.337 73.3 3.8384 307 17.4 41.7

0.33147 0 6.2 0 0.507 8.247 70.4 3.6519 307 17.4 48.3

0.44791 0 6.2 1 0.507 6.726 66.5 3.6519 307 17.4 29

0.33045 0 6.2 0 0.507 6.086 61.5 3.6519 307 17.4 24

0.52058 0 6.2 1 0.507 6.631 76.5 4.148 307 17.4 25.1

0.51183 0 6.2 0 0.507 7.358 71.6 4.148 307 17.4 31.5

0.08244 30 4.93 0 0.428 6.481 18.5 6.1899 300 16.6 23.7

0.09252 30 4.93 0 0.428 6.606 42.2 6.1899 300 16.6 23.3

0.11329 30 4.93 0 0.428 6.897 54.3 6.3361 300 16.6 22

0.10612 30 4.93 0 0.428 6.095 65.1 6.3361 300 16.6 20.1

0.1029 30 4.93 0 0.428 6.358 52.9 7.0355 300 16.6 22.2

0.12757 30 4.93 0 0.428 6.393 7.8 7.0355 300 16.6 23.7

0.20608 22 5.86 0 0.431 5.593 76.5 7.9549 330 19.1 17.6

0.19133 22 5.86 0 0.431 5.605 70.2 7.9549 330 19.1 18.5

0.33983 22 5.86 0 0.431 6.108 34.9 8.0555 330 19.1 24.3

0.19657 22 5.86 0 0.431 6.226 79.2 8.0555 330 19.1 20.5

0.16439 22 5.86 0 0.431 6.433 49.1 7.8265 330 19.1 24.5

0.19073 22 5.86 0 0.431 6.718 17.5 7.8265 330 19.1 26.2

0.1403 22 5.86 0 0.431 6.487 13 7.3967 330 19.1 24.4

0.21409 22 5.86 0 0.431 6.438 8.9 7.3967 330 19.1 24.8

0.08221 22 5.86 0 0.431 6.957 6.8 8.9067 330 19.1 29.6

0.36894 22 5.86 0 0.431 8.259 8.4 8.9067 330 19.1 42.8

0.04819 80 3.64 0 0.392 6.108 32 9.2203 315 16.4 21.9

0.03548 80 3.64 0 0.392 5.876 19.1 9.2203 315 16.4 20.9

0.01538 90 3.75 0 0.394 7.454 34.2 6.3361 244 15.9 44

0.61154 20 3.97 0 0.647 8.704 86.9 1.801 264 13 50

0.66351 20 3.97 0 0.647 7.333 100 1.8946 264 13 36

0.65665 20 3.97 0 0.647 6.842 100 2.0107 264 13 30.1

0.54011 20 3.97 0 0.647 7.203 81.8 2.1121 264 13 33.8

0.53412 20 3.97 0 0.647 7.52 89.4 2.1398 264 13 43.1

0.52014 20 3.97 0 0.647 8.398 91.5 2.2885 264 13 48.8

0.82526 20 3.97 0 0.647 7.327 94.5 2.0788 264 13 31

0.55007 20 3.97 0 0.647 7.206 91.6 1.9301 264 13 36.5

0.76162 20 3.97 0 0.647 5.56 62.8 1.9865 264 13 22.8

0.7857 20 3.97 0 0.647 7.014 84.6 2.1329 264 13 30.7

0.57834 20 3.97 0 0.575 8.297 67 2.4216 264 13 50

0.5405 20 3.97 0 0.575 7.47 52.6 2.872 264 13 43.5

0.09065 20 6.96 1 0.464 5.92 61.5 3.9175 223 18.6 20.7

0.29916 20 6.96 0 0.464 5.856 42.1 4.429 223 18.6 21.1

0.16211 20 6.96 0 0.464 6.24 16.3 4.429 223 18.6 25.2

0.1146 20 6.96 0 0.464 6.538 58.7 3.9175 223 18.6 24.4

0.22188 20 6.96 1 0.464 7.691 51.8 4.3665 223 18.6 35.2

0.05644 40 6.41 1 0.447 6.758 32.9 4.0776 254 17.6 32.4

0.09604 40 6.41 0 0.447 6.854 42.8 4.2673 254 17.6 32

0.10469 40 6.41 1 0.447 7.267 49 4.7872 254 17.6 33.2

0.06127 40 6.41 1 0.447 6.826 27.6 4.8628 254 17.6 33.1

0.07978 40 6.41 0 0.447 6.482 32.1 4.1403 254 17.6 29.1

0.21038 20 3.33 0 0.4429 6.812 32.2 4.1007 216 14.9 35.1

0.03578 20 3.33 0 0.4429 7.82 64.5 4.6947 216 14.9 45.4

0.03705 20 3.33 0 0.4429 6.968 37.2 5.2447 216 14.9 35.4

0.06129 20 3.33 1 0.4429 7.645 49.7 5.2119 216 14.9 46

0.01501 90 1.21 1 0.401 7.923 24.8 5.885 198 13.6 50

0.00906 90 2.97 0 0.4 7.088 20.8 7.3073 285 15.3 32.2

0.01096 55 2.25 0 0.389 6.453 31.9 7.3073 300 15.3 22

0.01965 80 1.76 0 0.385 6.23 31.5 9.0892 241 18.2 20.1

0.03871 52.5 5.32 0 0.405 6.209 31.3 7.3172 293 16.6 23.2

0.0459 52.5 5.32 0 0.405 6.315 45.6 7.3172 293 16.6 22.3

0.04297 52.5 5.32 0 0.405 6.565 22.9 7.3172 293 16.6 24.8

0.03502 80 4.95 0 0.411 6.861 27.9 5.1167 245 19.2 28.5

0.07886 80 4.95 0 0.411 7.148 27.7 5.1167 245 19.2 37.3

0.03615 80 4.95 0 0.411 6.63 23.4 5.1167 245 19.2 27.9

0.08265 0 13.92 0 0.437 6.127 18.4 5.5027 289 16 23.9

0.08199 0 13.92 0 0.437 6.009 42.3 5.5027 289 16 21.7

0.12932 0 13.92 0 0.437 6.678 31.1 5.9604 289 16 28.6

0.05372 0 13.92 0 0.437 6.549 51 5.9604 289 16 27.1

0.14103 0 13.92 0 0.437 5.79 58 6.32 289 16 20.3

0.06466 70 2.24 0 0.4 6.345 20.1 7.8278 358 14.8 22.5

0.05561 70 2.24 0 0.4 7.041 10 7.8278 358 14.8 29

0.04417 70 2.24 0 0.4 6.871 47.4 7.8278 358 14.8 24.8

0.03537 34 6.09 0 0.433 6.59 40.4 5.4917 329 16.1 22

0.09266 34 6.09 0 0.433 6.495 18.4 5.4917 329 16.1 26.4

0.1 34 6.09 0 0.433 6.982 17.7 5.4917 329 16.1 33.1

0.05515 33 2.18 0 0.472 7.236 41.1 4.022 222 18.4 36.1

0.05479 33 2.18 0 0.472 6.616 58.1 3.37 222 18.4 28.4

0.07503 33 2.18 0 0.472 7.42 71.9 3.0992 222 18.4 33.4

0.04932 33 2.18 0 0.472 6.849 70.3 3.1827 222 18.4 28.2

0.49298 0 9.9 0 0.544 6.635 82.5 3.3175 304 18.4 22.8

0.3494 0 9.9 0 0.544 5.972 76.7 3.1025 304 18.4 20.3

2.63548 0 9.9 0 0.544 4.973 37.8 2.5194 304 18.4 16.1

0.79041 0 9.9 0 0.544 6.122 52.8 2.6403 304 18.4 22.1

0.26169 0 9.9 0 0.544 6.023 90.4 2.834 304 18.4 19.4

0.26938 0 9.9 0 0.544 6.266 82.8 3.2628 304 18.4 21.6

0.3692 0 9.9 0 0.544 6.567 87.3 3.6023 304 18.4 23.8

0.25356 0 9.9 0 0.544 5.705 77.7 3.945 304 18.4 16.2

0.31827 0 9.9 0 0.544 5.914 83.2 3.9986 304 18.4 17.8

0.24522 0 9.9 0 0.544 5.782 71.7 4.0317 304 18.4 19.8

0.40202 0 9.9 0 0.544 6.382 67.2 3.5325 304 18.4 23.1

0.47547 0 9.9 0 0.544 6.113 58.8 4.0019 304 18.4 21

0.1676 0 7.38 0 0.493 6.426 52.3 4.5404 287 19.6 23.8

0.18159 0 7.38 0 0.493 6.376 54.3 4.5404 287 19.6 23.1

0.35114 0 7.38 0 0.493 6.041 49.9 4.7211 287 19.6 20.4

0.28392 0 7.38 0 0.493 5.708 74.3 4.7211 287 19.6 18.5

0.34109 0 7.38 0 0.493 6.415 40.1 4.7211 287 19.6 25

0.19186 0 7.38 0 0.493 6.431 14.7 5.4159 287 19.6 24.6

0.30347 0 7.38 0 0.493 6.312 28.9 5.4159 287 19.6 23

0.24103 0 7.38 0 0.493 6.083 43.7 5.4159 287 19.6 22.2

0.06617 0 3.24 0 0.46 5.868 25.8 5.2146 430 16.9 19.3

0.06724 0 3.24 0 0.46 6.333 17.2 5.2146 430 16.9 22.6

0.04544 0 3.24 0 0.46 6.144 32.2 5.8736 430 16.9 19.8

0.05023 35 6.06 0 0.4379 5.706 28.4 6.6407 304 16.9 17.1

0.03466 35 6.06 0 0.4379 6.031 23.3 6.6407 304 16.9 19.4

0.05083 0 5.19 0 0.515 6.316 38.1 6.4584 224 20.2 22.2

0.03738 0 5.19 0 0.515 6.31 38.5 6.4584 224 20.2 20.7

0.03961 0 5.19 0 0.515 6.037 34.5 5.9853 224 20.2 21.1

0.03427 0 5.19 0 0.515 5.869 46.3 5.2311 224 20.2 19.5

0.03041 0 5.19 0 0.515 5.895 59.6 5.615 224 20.2 18.5

0.03306 0 5.19 0 0.515 6.059 37.3 4.8122 224 20.2 20.6

0.05497 0 5.19 0 0.515 5.985 45.4 4.8122 224 20.2 19

0.06151 0 5.19 0 0.515 5.968 58.5 4.8122 224 20.2 18.7

0.01301 35 1.52 0 0.442 7.241 49.3 7.0379 284 15.5 32.7

0.02498 0 1.89 0 0.518 6.54 59.7 6.2669 422 15.9 16.5

0.02543 55 3.78 0 0.484 6.696 56.4 5.7321 370 17.6 23.9

0.03049 55 3.78 0 0.484 6.874 28.1 6.4654 370 17.6 31.2

0.03113 0 4.39 0 0.442 6.014 48.5 8.0136 352 18.8 17.5

0.06162 0 4.39 0 0.442 5.898 52.3 8.0136 352 18.8 17.2

0.0187 85 4.15 0 0.429 6.516 27.7 8.5353 351 17.9 23.1

0.01501 80 2.01 0 0.435 6.635 29.7 8.344 280 17 24.5

0.02899 40 1.25 0 0.429 6.939 34.5 8.7921 335 19.7 26.6

0.06211 40 1.25 0 0.429 6.49 44.4 8.7921 335 19.7 22.9

0.0795 60 1.69 0 0.411 6.579 35.9 10.7103 411 18.3 24.1

0.07244 60 1.69 0 0.411 5.884 18.5 10.7103 411 18.3 18.6

0.01709 90 2.02 0 0.41 6.728 36.1 12.1265 187 17 30.1

0.04301 80 1.91 0 0.413 5.663 21.9 10.5857 334 22 18.2

0.10659 80 1.91 0 0.413 5.936 19.5 10.5857 334 22 20.6

8.98296 0 18.1 1 0.77 6.212 97.4 2.1222 666 20.2 17.8

3.8497 0 18.1 1 0.77 6.395 91 2.5052 666 20.2 21.7

5.20177 0 18.1 1 0.77 6.127 83.4 2.7227 666 20.2 22.7

4.26131 0 18.1 0 0.77 6.112 81.3 2.5091 666 20.2 22.6

4.54192 0 18.1 0 0.77 6.398 88 2.5182 666 20.2 25

3.83684 0 18.1 0 0.77 6.251 91.1 2.2955 666 20.2 19.9

3.67822 0 18.1 0 0.77 5.362 96.2 2.1036 666 20.2 20.8

4.22239 0 18.1 1 0.77 5.803 89 1.9047 666 20.2 16.8

3.47428 0 18.1 1 0.718 8.78 82.9 1.9047 666 20.2 21.9

4.55587 0 18.1 0 0.718 3.561 87.9 1.6132 666 20.2 27.5

3.69695 0 18.1 0 0.718 4.963 91.4 1.7523 666 20.2 21.9

13.5222 0 18.1 0 0.631 3.863 100 1.5106 666 20.2 23.1

4.89822 0 18.1 0 0.631 4.97 100 1.3325 666 20.2 50

5.66998 0 18.1 1 0.631 6.683 96.8 1.3567 666 20.2 50

6.53876 0 18.1 1 0.631 7.016 97.5 1.2024 666 20.2 50

9.2323 0 18.1 0 0.631 6.216 100 1.1691 666 20.2 50

8.26725 0 18.1 1 0.668 5.875 89.6 1.1296 666 20.2 50

11.1081 0 18.1 0 0.668 4.906 100 1.1742 666 20.2 13.8

18.4982 0 18.1 0 0.668 4.138 100 1.137 666 20.2 13.8

19.6091 0 18.1 0 0.671 7.313 97.9 1.3163 666 20.2 15

15.288 0 18.1 0 0.671 6.649 93.3 1.3449 666 20.2 13.9

9.82349 0 18.1 0 0.671 6.794 98.8 1.358 666 20.2 13.3

23.6482 0 18.1 0 0.671 6.38 96.2 1.3861 666 20.2 13.1

17.8667 0 18.1 0 0.671 6.223 100 1.3861 666 20.2 10.2

88.9762 0 18.1 0 0.671 6.968 91.9 1.4165 666 20.2 10.4

15.8744 0 18.1 0 0.671 6.545 99.1 1.5192 666 20.2 10.9

9.18702 0 18.1 0 0.7 5.536 100 1.5804 666 20.2 11.3

7.99248 0 18.1 0 0.7 5.52 100 1.5331 666 20.2 12.3

20.0849 0 18.1 0 0.7 4.368 91.2 1.4395 666 20.2 8.8

16.8118 0 18.1 0 0.7 5.277 98.1 1.4261 666 20.2 7.2

24.3938 0 18.1 0 0.7 4.652 100 1.4672 666 20.2 10.5

22.5971 0 18.1 0 0.7 5 89.5 1.5184 666 20.2 7.4

14.3337 0 18.1 0 0.7 4.88 100 1.5895 666 20.2 10.2

8.15174 0 18.1 0 0.7 5.39 98.9 1.7281 666 20.2 11.5

6.96215 0 18.1 0 0.7 5.713 97 1.9265 666 20.2 15.1

5.29305 0 18.1 0 0.7 6.051 82.5 2.1678 666 20.2 23.2

11.5779 0 18.1 0 0.7 5.036 97 1.77 666 20.2 9.7

8.64476 0 18.1 0 0.693 6.193 92.6 1.7912 666 20.2 13.8

13.3598 0 18.1 0 0.693 5.887 94.7 1.7821 666 20.2 12.7

8.71675 0 18.1 0 0.693 6.471 98.8 1.7257 666 20.2 13.1

5.87205 0 18.1 0 0.693 6.405 96 1.6768 666 20.2 12.5

7.67202 0 18.1 0 0.693 5.747 98.9 1.6334 666 20.2 8.5

38.3518 0 18.1 0 0.693 5.453 100 1.4896 666 20.2 5

9.91655 0 18.1 0 0.693 5.852 77.8 1.5004 666 20.2 6.3

25.0461 0 18.1 0 0.693 5.987 100 1.5888 666 20.2 5.6

14.2362 0 18.1 0 0.693 6.343 100 1.5741 666 20.2 7.2

9.59571 0 18.1 0 0.693 6.404 100 1.639 666 20.2 12.1

24.8017 0 18.1 0 0.693 5.349 96 1.7028 666 20.2 8.3

41.5292 0 18.1 0 0.693 5.531 85.4 1.6074 666 20.2 8.5

67.9208 0 18.1 0 0.693 5.683 100 1.4254 666 20.2 5

20.7162 0 18.1 0 0.659 4.138 100 1.1781 666 20.2 11.9

11.9511 0 18.1 0 0.659 5.608 100 1.2852 666 20.2 27.9

7.40389 0 18.1 0 0.597 5.617 97.9 1.4547 666 20.2 17.2

14.4383 0 18.1 0 0.597 6.852 100 1.4655 666 20.2 27.5

51.1358 0 18.1 0 0.597 5.757 100 1.413 666 20.2 15

14.0507 0 18.1 0 0.597 6.657 100 1.5275 666 20.2 17.2

18.811 0 18.1 0 0.597 4.628 100 1.5539 666 20.2 17.9

28.6558 0 18.1 0 0.597 5.155 100 1.5894 666 20.2 16.3

45.7461 0 18.1 0 0.693 4.519 100 1.6582 666 20.2 7

18.0846 0 18.1 0 0.679 6.434 100 1.8347 666 20.2 7.2

10.8342 0 18.1 0 0.679 6.782 90.8 1.8195 666 20.2 7.5

25.9406 0 18.1 0 0.679 5.304 89.1 1.6475 666 20.2 10.4

73.5341 0 18.1 0 0.679 5.957 100 1.8026 666 20.2 8.8

11.8123 0 18.1 0 0.718 6.824 76.5 1.794 666 20.2 8.4

11.0874 0 18.1 0 0.718 6.411 100 1.8589 666 20.2 16.7

7.02259 0 18.1 0 0.718 6.006 95.3 1.8746 666 20.2 14.2

12.0482 0 18.1 0 0.614 5.648 87.6 1.9512 666 20.2 20.8

7.05042 0 18.1 0 0.614 6.103 85.1 2.0218 666 20.2 13.4

8.79212 0 18.1 0 0.584 5.565 70.6 2.0635 666 20.2 11.7

15.8603 0 18.1 0 0.679 5.896 95.4 1.9096 666 20.2 8.3

12.2472 0 18.1 0 0.584 5.837 59.7 1.9976 666 20.2 10.2

37.6619 0 18.1 0 0.679 6.202 78.7 1.8629 666 20.2 10.9

7.36711 0 18.1 0 0.679 6.193 78.1 1.9356 666 20.2 11

9.33889 0 18.1 0 0.679 6.38 95.6 1.9682 666 20.2 9.5

8.49213 0 18.1 0 0.584 6.348 86.1 2.0527 666 20.2 14.5

10.0623 0 18.1 0 0.584 6.833 94.3 2.0882 666 20.2 14.1

6.44405 0 18.1 0 0.584 6.425 74.8 2.2004 666 20.2 16.1

5.58107 0 18.1 0 0.713 6.436 87.9 2.3158 666 20.2 14.3

13.9134 0 18.1 0 0.713 6.208 95 2.2222 666 20.2 11.7

11.1604 0 18.1 0 0.74 6.629 94.6 2.1247 666 20.2 13.4

14.4208 0 18.1 0 0.74 6.461 93.3 2.0026 666 20.2 9.6

15.1772 0 18.1 0 0.74 6.152 100 1.9142 666 20.2 8.7

13.6781 0 18.1 0 0.74 5.935 87.9 1.8206 666 20.2 8.4

9.39063 0 18.1 0 0.74 5.627 93.9 1.8172 666 20.2 12.8

22.0511 0 18.1 0 0.74 5.818 92.4 1.8662 666 20.2 10.5

9.72418 0 18.1 0 0.74 6.406 97.2 2.0651 666 20.2 17.1

5.66637 0 18.1 0 0.74 6.219 100 2.0048 666 20.2 18.4

9.96654 0 18.1 0 0.74 6.485 100 1.9784 666 20.2 15.4

12.8023 0 18.1 0 0.74 5.854 96.6 1.8956 666 20.2 10.8

10.6718 0 18.1 0 0.74 6.459 94.8 1.9879 666 20.2 11.8

6.28807 0 18.1 0 0.74 6.341 96.4 2.072 666 20.2 14.9

9.92485 0 18.1 0 0.74 6.251 96.6 2.198 666 20.2 12.6

9.32909 0 18.1 0 0.713 6.185 98.7 2.2616 666 20.2 14.1

7.52601 0 18.1 0 0.713 6.417 98.3 2.185 666 20.2 13

6.71772 0 18.1 0 0.713 6.749 92.6 2.3236 666 20.2 13.4

5.44114 0 18.1 0 0.713 6.655 98.2 2.3552 666 20.2 15.2

5.09017 0 18.1 0 0.713 6.297 91.8 2.3682 666 20.2 16.1

8.24809 0 18.1 0 0.713 7.393 99.3 2.4527 666 20.2 17.8

9.51363 0 18.1 0 0.713 6.728 94.1 2.4961 666 20.2 14.9

4.75237 0 18.1 0 0.713 6.525 86.5 2.4358 666 20.2 14.1

4.66883 0 18.1 0 0.713 5.976 87.9 2.5806 666 20.2 12.7

8.20058 0 18.1 0 0.713 5.936 80.3 2.7792 666 20.2 13.5

7.75223 0 18.1 0 0.713 6.301 83.7 2.7831 666 20.2 14.9

6.80117 0 18.1 0 0.713 6.081 84.4 2.7175 666 20.2 20

4.81213 0 18.1 0 0.713 6.701 90 2.5975 666 20.2 16.4

3.69311 0 18.1 0 0.713 6.376 88.4 2.5671 666 20.2 17.7

6.65492 0 18.1 0 0.713 6.317 83 2.7344 666 20.2 19.5

5.82115 0 18.1 0 0.713 6.513 89.9 2.8016 666 20.2 20.2

7.83932 0 18.1 0 0.655 6.209 65.4 2.9634 666 20.2 21.4

3.1636 0 18.1 0 0.655 5.759 48.2 3.0665 666 20.2 19.9

3.77498 0 18.1 0 0.655 5.952 84.7 2.8715 666 20.2 19

4.42228 0 18.1 0 0.584 6.003 94.5 2.5403 666 20.2 19.1

15.5757 0 18.1 0 0.58 5.926 71 2.9084 666 20.2 19.1

13.0751 0 18.1 0 0.58 5.713 56.7 2.8237 666 20.2 20.1

4.34879 0 18.1 0 0.58 6.167 84 3.0334 666 20.2 19.9

4.03841 0 18.1 0 0.532 6.229 90.7 3.0993 666 20.2 19.6

3.56868 0 18.1 0 0.58 6.437 75 2.8965 666 20.2 23.2

4.64689 0 18.1 0 0.614 6.98 67.6 2.5329 666 20.2 29.8

8.05579 0 18.1 0 0.584 5.427 95.4 2.4298 666 20.2 13.8

6.39312 0 18.1 0 0.584 6.162 97.4 2.206 666 20.2 13.3

4.87141 0 18.1 0 0.614 6.484 93.6 2.3053 666 20.2 16.7

15.0234 0 18.1 0 0.614 5.304 97.3 2.1007 666 20.2 12

10.233 0 18.1 0 0.614 6.185 96.7 2.1705 666 20.2 14.6

14.3337 0 18.1 0 0.614 6.229 88 1.9512 666 20.2 21.4

5.82401 0 18.1 0 0.532 6.242 64.7 3.4242 666 20.2 23

5.70818 0 18.1 0 0.532 6.75 74.9 3.3317 666 20.2 23.7

5.73116 0 18.1 0 0.532 7.061 77 3.4106 666 20.2 25

2.81838 0 18.1 0 0.532 5.762 40.3 4.0983 666 20.2 21.8

2.37857 0 18.1 0 0.583 5.871 41.9 3.724 666 20.2 20.6

3.67367 0 18.1 0 0.583 6.312 51.9 3.9917 666 20.2 21.2

5.69175 0 18.1 0 0.583 6.114 79.8 3.5459 666 20.2 19.1

4.83567 0 18.1 0 0.583 5.905 53.2 3.1523 666 20.2 20.6

0.15086 0 27.74 0 0.609 5.454 92.7 1.8209 711 20.1 15.2

0.18337 0 27.74 0 0.609 5.414 98.3 1.7554 711 20.1 7

0.20746 0 27.74 0 0.609 5.093 98 1.8226 711 20.1 8.1

0.10574 0 27.74 0 0.609 5.983 98.8 1.8681 711 20.1 13.6

0.11132 0 27.74 0 0.609 5.983 83.5 2.1099 711 20.1 20.1

0.17331 0 9.69 0 0.585 5.707 54 2.3817 391 19.2 21.8

0.27957 0 9.69 0 0.585 5.926 42.6 2.3817 391 19.2 24.5

0.17899 0 9.69 0 0.585 5.67 28.8 2.7986 391 19.2 23.1

0.2896 0 9.69 0 0.585 5.39 72.9 2.7986 391 19.2 19.7

0.26838 0 9.69 0 0.585 5.794 70.6 2.8927 391 19.2 18.3

0.23912 0 9.69 0 0.585 6.019 65.3 2.4091 391 19.2 21.2

0.17783 0 9.69 0 0.585 5.569 73.5 2.3999 391 19.2 17.5

0.22438 0 9.69 0 0.585 6.027 79.7 2.4982 391 19.2 16.8

0.06263 0 11.93 0 0.573 6.593 69.1 2.4786 273 21 22.4

0.04527 0 11.93 0 0.573 6.12 76.7 2.2875 273 21 20.6

0.06076 0 11.93 0 0.573 6.976 91 2.1675 273 21 23.9

0.10959 0 11.93 0 0.573 6.794 89.3 2.3889 273 21 22

0.04741 0 11.93 0 0.573 6.03 80.8 2.505 273 21 11.9