FINAL
Misheel Unurjargal
2025-01-05
R Markdown
This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com.
When you click the Knit button a document will be generated that includes both content as well as the output of any embedded R code chunks within the document. You can embed an R code chunk like this:
#Chapter 7
#1.)
library(wooldridge)
data.frame("sleep75")## X.sleep75.
## 1 sleep75data.frame(sleep75)## age black case clerical construc educ earns74 gdhlth inlf leis1 leis2 leis3
## 1 32 0 1 0.000000 0.000000 12 0 0 1 3529 3479 3479
## 2 31 0 2 0.000000 0.000000 14 9500 1 1 2140 2140 2140
## 3 44 0 3 0.000000 0.000000 17 42500 1 1 4595 4505 4227
## 4 30 0 4 0.000000 0.000000 12 42500 1 1 3211 3211 3211
## 5 64 0 5 0.000000 0.000000 14 2500 1 1 4052 4007 4007
## 6 41 0 6 0.000000 0.000000 12 0 1 1 4812 4797 4797
## 7 35 0 7 0.000000 0.000000 12 8250 1 1 4787 4157 4157
## 8 47 0 8 0.000000 0.000000 13 0 1 1 3544 3469 3439
## 9 32 0 9 0.000000 0.000000 17 18750 1 1 4359 4359 4121
## 10 30 0 10 0.000000 0.000000 15 11750 1 1 4211 4061 4061
## 11 43 0 11 0.000000 0.000000 8 21250 1 1 2090 1677 1677
## 12 23 0 12 0.000000 0.000000 16 1000 1 1 6415 6355 6230
## 13 24 0 13 0.000000 0.000000 16 1000 1 1 3844 3844 3794
## 14 48 0 14 0.000000 0.000000 5 18750 1 1 4379 4379 4379
## 15 33 0 15 0.000000 0.000000 12 6750 1 1 4306 4306 3988
## 16 23 0 16 0.000000 0.000000 12 4500 0 1 3447 3447 3447
## 17 46 0 17 0.000000 0.000000 17 32500 1 1 3876 3876 3876
## 18 37 0 18 0.000000 0.000000 14 13750 1 1 3489 3489 3489
## 19 53 0 19 0.000000 0.000000 12 0 1 1 4360 4255 4205
## 20 45 0 20 0.000000 0.000000 17 42500 1 1 5447 5447 5372
## 21 46 0 21 0.000000 0.000000 17 42500 1 1 3847 3847 3847
## 22 40 0 22 0.000000 0.000000 13 18750 1 1 3924 3774 3774
## 23 53 0 23 0.000000 0.000000 12 11750 1 1 4104 4014 4014
## 24 29 0 24 0.000000 0.000000 13 16250 1 1 4756 4756 4756
## 25 29 0 25 0.000000 0.000000 12 6750 1 1 2680 2650 2650
## 26 53 0 26 0.000000 0.000000 12 13750 1 1 3619 3249 3249
## 27 28 0 27 0.000000 0.000000 13 0 1 1 4757 4757 4757
## 28 35 0 28 1.000000 0.000000 12 6750 1 1 4904 4829 4829
## 29 36 0 29 0.000000 0.000000 12 0 1 1 4839 4839 4824
## 30 59 0 30 0.000000 0.000000 12 9500 0 1 3669 3615 3615
## 31 26 0 31 0.000000 0.000000 12 4500 1 1 2746 2701 2701
## 32 24 0 32 0.000000 1.000000 16 0 1 1 3776 3776 3563
## 33 28 1 33 0.000000 0.000000 16 13750 1 1 3874 3844 3819
## 34 39 0 34 0.000000 0.000000 16 42500 1 1 4144 4144 4144
## 35 33 0 35 0.000000 0.000000 17 42500 1 1 3895 3835 3745
## 36 28 0 36 0.000000 0.000000 17 16250 1 1 3009 2859 2859
## 37 33 0 37 0.000000 0.000000 12 18750 1 1 3962 3962 3962
## 38 47 0 38 0.000000 0.000000 12 3500 1 1 4827 3852 3852
## 39 31 0 39 0.000000 0.000000 16 0 1 1 4009 4009 4009
## 40 26 0 40 1.000000 0.000000 12 16250 0 1 5374 4736 4736
## 41 31 0 41 0.000000 0.000000 15 32500 1 1 4432 4244 4244
## 42 38 0 42 0.000000 0.000000 16 0 1 1 3687 3537 3426
## 43 44 0 43 0.000000 0.000000 17 6750 1 1 4804 4591 4591
## 44 49 0 44 0.000000 0.000000 12 0 0 1 2884 2859 2671
## 45 56 0 45 0.000000 0.000000 11 13750 1 1 4005 3432 3432
## 46 41 0 46 0.000000 1.000000 12 1000 1 1 3780 3780 3780
## 47 36 0 47 0.000000 0.000000 12 16250 1 1 3564 3564 3564
## 48 36 0 48 0.000000 0.000000 9 18750 1 1 4730 4677 4622
## 49 37 0 49 0.000000 0.000000 12 0 1 1 3974 3824 3824
## 50 23 0 50 0.000000 0.000000 9 2500 0 1 2757 2757 2757
## 51 29 0 51 0.000000 0.000000 10 6750 1 1 2359 2334 2221
## 52 29 0 52 0.000000 0.000000 17 6750 1 1 3931 3931 3931
## 53 26 0 53 0.000000 0.000000 16 6750 1 1 4112 4112 4112
## 54 29 0 54 0.000000 0.000000 16 0 1 1 4532 4532 4517
## 55 25 0 55 0.000000 0.000000 17 11750 1 1 4838 4838 4838
## 56 24 0 56 0.000000 0.000000 14 1000 1 1 5490 5490 5490
## 57 23 0 57 0.000000 0.000000 16 11750 1 1 4581 4581 4581
## 58 28 0 58 0.000000 0.000000 12 16250 1 1 3876 3838 3838
## 59 29 0 59 0.000000 0.000000 17 13750 1 1 4334 4334 4334
## 60 39 0 60 0.000000 0.000000 12 42500 1 1 4155 4155 4155
## 61 31 0 61 0.000000 0.000000 12 9500 1 1 4407 3736 3733
## 62 50 0 62 0.000000 0.000000 8 2500 1 1 3794 3644 3577
## 63 36 0 63 0.000000 0.000000 10 8250 1 1 4424 4424 4379
## 64 28 0 64 0.000000 0.000000 12 1000 1 1 4195 4195 4195
## 65 50 0 65 0.000000 0.000000 11 2500 1 1 3959 3509 3509
## 66 50 0 66 0.000000 0.000000 12 0 1 1 5387 5387 5237
## 67 50 0 67 0.000000 0.000000 13 13750 1 1 4525 4525 4525
## 68 55 0 68 1.000000 0.000000 12 8250 1 1 3246 3246 3186
## 69 34 0 69 0.000000 0.000000 16 8250 1 1 4672 4604 4604
## 70 44 0 70 0.000000 1.000000 12 16250 1 1 5421 5321 5321
## 71 30 0 71 0.000000 0.000000 16 13750 1 1 4167 4167 4167
## 72 23 0 72 0.000000 0.000000 9 6750 1 1 3434 3404 3366
## 73 32 0 73 0.000000 0.000000 16 13750 1 1 4207 4052 4014
## 74 40 0 74 0.000000 0.000000 15 0 1 1 5105 5045 5045
## 75 34 0 75 0.000000 0.000000 10 8250 1 1 4404 4404 4404
## 76 23 0 76 0.000000 0.000000 16 11750 1 1 4688 4688 4688
## 77 24 0 77 0.000000 0.000000 12 0 1 1 4700 4700 4700
## 78 39 0 78 0.000000 0.000000 12 4500 1 1 2880 2880 2850
## 79 39 0 79 0.000000 0.000000 17 18750 1 1 3894 3894 3894
## 80 33 0 80 0.000000 0.000000 16 27500 1 1 4109 4109 4109
## 81 31 0 81 0.000000 0.000000 12 18750 1 1 4679 4679 4616
## 82 37 0 82 0.000000 0.000000 14 16250 1 1 6220 3970 3970
## 83 60 0 83 0.000000 0.000000 6 2500 0 1 3557 3444 3209
## 84 43 0 84 0.000000 0.000000 12 16250 1 1 4128 3503 3503
## 85 34 0 85 0.000000 0.000000 16 18750 1 1 3009 3009 3009
## 86 37 0 86 1.000000 0.000000 16 8250 1 1 4617 4617 4572
## 87 50 0 87 0.000000 0.000000 17 32500 1 1 4752 4752 4744
## 88 32 0 88 0.000000 0.000000 12 42500 1 1 2900 2450 2331
## 89 47 0 89 0.000000 0.000000 12 0 1 1 4629 4589 4559
## 90 35 0 90 0.000000 0.000000 17 18750 1 1 4664 4664 4589
## 91 62 0 91 0.000000 0.000000 16 16250 1 1 3730 3730 3700
## 92 38 0 92 0.000000 0.000000 16 0 1 1 4172 4172 4147
## 93 51 0 93 0.000000 0.000000 16 21250 1 1 4967 4847 4822
## 94 32 0 94 0.000000 0.000000 12 13750 1 1 4792 4587 4567
## 95 49 0 95 0.000000 0.000000 12 13750 1 1 4474 4474 4474
## 96 36 0 96 0.000000 0.000000 17 10500 1 1 4779 4554 4494
## 97 41 0 97 0.000000 0.000000 17 23750 1 1 4732 4732 4717
## 98 34 0 98 0.000000 0.000000 12 0 1 1 3058 2953 2953
## 99 36 0 99 0.000000 0.000000 12 13750 1 1 4202 3767 3767
## 100 31 0 100 0.000000 0.000000 16 10500 1 1 2609 2489 2489
## 101 38 0 101 0.000000 0.000000 12 10500 1 1 4149 4089 4089
## 102 32 0 102 0.000000 0.000000 12 10500 1 1 4053 4053 4033
## 103 35 0 103 0.000000 0.000000 12 4500 1 1 3622 3247 3247
## 104 23 0 104 0.000000 0.000000 16 6750 1 1 4137 3979 3979
## 105 27 0 105 0.000000 0.000000 15 9500 1 1 4985 4985 4897
## 106 47 0 106 1.000000 0.000000 12 2500 1 1 4292 4292 4259
## 107 39 0 107 0.000000 0.000000 11 0 1 1 3510 3510 3510
## 108 34 0 108 1.000000 0.000000 14 13750 1 1 6545 6515 6432
## 109 52 0 109 0.000000 0.000000 7 6750 1 1 4160 4153 4153
## 110 45 0 110 0.000000 0.000000 12 16250 1 1 4275 3990 3990
## 111 61 0 111 0.000000 0.000000 17 13750 1 1 4547 4382 4322
## 112 44 0 112 0.000000 0.000000 12 16250 0 1 4230 4230 4230
## 113 51 0 113 0.000000 0.000000 8 2500 0 1 3741 3326 3326
## 114 49 0 114 0.000000 0.000000 15 13750 1 1 5477 5477 5342
## 115 64 0 115 0.000000 0.000000 10 13750 1 1 5187 5187 5187
## 116 30 0 116 0.000000 0.000000 12 18750 1 1 4534 4534 4534
## 117 36 0 117 0.000000 0.000000 12 0 1 1 3875 3845 3772
## 118 26 0 118 0.000000 0.000000 15 13750 1 1 3765 3765 3765
## 119 44 0 119 0.000000 0.000000 8 5500 0 1 3789 3484 3446
## 120 28 0 120 0.000000 0.000000 12 10500 1 1 4266 4266 4266
## 121 59 0 121 0.000000 0.000000 13 18750 1 1 4177 4177 3764
## 122 35 0 122 0.000000 0.000000 12 13750 1 1 4989 4989 4959
## 123 56 0 123 1.000000 0.000000 12 8250 1 1 4099 4099 3949
## 124 38 0 124 0.000000 0.000000 12 16250 1 1 4012 4012 3712
## 125 28 0 125 0.000000 0.000000 17 13750 1 1 3734 3734 3734
## 126 50 0 126 0.000000 0.000000 14 0 1 1 5027 5004 5004
## 127 46 0 127 0.000000 0.000000 8 18750 1 1 4187 4127 4089
## 128 28 0 128 0.000000 0.000000 16 6750 1 1 6177 5982 5982
## 129 28 0 129 0.000000 0.000000 12 3500 0 1 5474 5474 5474
## 130 36 0 130 0.000000 0.000000 12 0 1 1 3232 2937 2937
## 131 47 0 131 0.000000 0.000000 16 27500 1 1 4527 4527 4527
## 132 40 0 132 0.000000 1.000000 14 13750 1 1 2680 2560 2558
## 133 42 0 133 0.000000 0.000000 14 0 1 1 3739 3739 3739
## 134 41 1 134 0.000000 0.000000 16 8250 1 1 4194 4194 4194
## 135 44 1 135 0.000000 0.000000 17 6750 1 1 4078 4078 4078
## 136 53 0 136 1.000000 0.000000 16 18750 1 1 2893 2823 2823
## 137 39 0 137 0.000000 0.000000 11 16250 1 1 4989 4839 4839
## 138 26 0 138 0.000000 0.000000 12 1000 1 1 6196 6121 5808
## 139 25 1 139 0.000000 0.000000 12 0 0 1 7267 7267 7177
## 140 32 1 140 0.000000 0.000000 6 6750 1 1 3776 3776 3746
## 141 32 0 141 1.000000 0.000000 12 10500 1 1 4059 3694 3694
## 142 24 0 142 1.000000 0.000000 17 4500 0 1 5097 5097 5097
## 143 56 0 143 0.000000 0.000000 12 8250 1 1 4291 4291 4291
## 144 34 0 144 0.000000 0.000000 10 3500 1 1 4292 4292 4292
## 145 23 0 145 0.000000 0.000000 13 11750 1 1 4483 4408 4333
## 146 29 0 146 1.000000 0.000000 12 18750 1 1 4169 4169 4144
## 147 27 0 147 0.000000 0.000000 12 0 1 1 4014 4014 4014
## 148 58 0 148 1.000000 0.000000 10 13750 1 1 4570 4510 4510
## 149 56 0 149 0.000000 0.000000 12 21250 1 1 4502 4502 4464
## 150 37 0 150 0.000000 0.000000 14 18750 1 1 2760 2738 2738
## 151 51 0 151 0.000000 0.000000 12 13750 0 1 3880 3880 3880
## 152 50 0 152 0.000000 0.000000 12 13750 1 1 3901 3901 3901
## 153 39 0 153 0.000000 0.000000 16 23750 1 1 5124 5124 5124
## 154 48 0 154 0.000000 0.000000 12 0 1 1 4904 4359 4359
## 155 50 0 155 0.000000 0.000000 16 27500 1 1 5767 5767 5677
## 156 26 0 156 0.000000 0.000000 16 13750 1 1 3574 3574 3536
## 157 51 0 157 0.000000 0.000000 11 16250 1 1 6337 6215 6175
## 158 39 0 158 0.000000 0.000000 16 18750 1 1 3684 3644 3644
## 159 54 0 159 0.000000 0.000000 14 8250 1 1 4562 4502 4489
## 160 28 0 160 0.000000 0.000000 12 4500 1 1 4237 4237 4237
## 161 37 0 161 1.000000 0.000000 12 10500 1 1 4576 4456 4456
## 162 26 0 162 0.000000 0.000000 14 8250 1 1 4117 3787 3787
## 163 35 0 163 0.000000 0.000000 17 13750 1 1 4073 4073 3973
## 164 53 0 164 0.000000 0.000000 15 16250 1 1 6136 5326 5326
## 165 53 0 165 0.000000 0.000000 16 42500 1 1 4594 4594 3994
## 166 27 0 166 0.000000 0.000000 12 5500 1 1 3502 3502 3472
## 167 37 0 167 0.000000 0.000000 17 21250 1 1 4501 4381 4381
## 168 28 0 168 1.000000 0.000000 12 6750 1 1 4177 4177 4167
## 169 29 0 169 0.000000 0.000000 17 13750 1 1 5024 4874 4784
## 170 44 0 170 0.000000 0.000000 12 5500 1 1 3725 3575 3450
## 171 26 0 171 0.000000 0.000000 12 5500 1 1 4463 4463 4463
## 172 32 0 172 0.000000 0.000000 16 16250 1 1 4699 4699 4614
## 173 59 0 173 0.000000 0.000000 8 9500 0 1 3597 2872 2817
## 174 26 0 174 0.000000 0.000000 17 3500 1 1 3521 3521 3453
## 175 32 0 175 0.000000 0.000000 11 2500 0 1 5970 5885 5885
## 176 27 0 176 0.000000 0.000000 14 8250 1 1 4130 4130 4130
## 177 57 0 177 0.000000 0.000000 9 4500 1 1 4657 4297 4287
## 178 26 0 178 0.000000 0.000000 12 0 1 1 4722 4602 4584
## 179 37 0 179 0.000000 0.000000 12 6750 0 1 4012 4012 4012
## 180 24 0 180 0.000000 0.000000 14 2500 1 1 4904 4904 4904
## 181 33 0 181 0.000000 0.000000 12 11750 1 1 5184 3921 3839
## 182 33 0 182 0.000000 0.000000 17 10500 1 1 4916 4826 4826
## 183 27 0 183 0.000000 0.000000 14 8250 1 1 4004 4004 4004
## 184 45 0 184 0.000000 0.000000 8 16250 1 1 4029 3594 3594
## 185 32 0 185 1.000000 0.000000 12 9500 1 1 4414 4189 4189
## 186 30 0 186 0.000000 0.000000 17 13750 1 1 4972 4972 4972
## 187 35 0 187 0.000000 0.000000 12 4500 1 1 3815 3455 3455
## 188 35 0 188 0.000000 0.000000 10 4500 1 1 5382 4511 4248
## 189 46 0 189 0.000000 0.000000 7 11750 0 1 3762 3762 3762
## 190 47 0 190 0.000000 0.000000 12 16250 1 1 4591 4546 4333
## 191 51 0 191 1.000000 0.000000 12 16250 1 1 3902 3564 3564
## 192 28 0 192 0.000000 0.000000 10 10500 1 1 5867 5747 5744
## 193 47 0 193 0.000000 0.000000 17 16250 1 1 5144 5144 5144
## 194 46 0 194 0.000000 0.000000 12 3500 0 1 5698 5143 5143
## 195 42 0 195 1.000000 0.000000 14 8250 1 1 3845 3845 3845
## 196 59 0 196 0.000000 0.000000 9 1000 1 1 5218 5218 5143
## 197 30 0 197 0.000000 0.000000 11 1000 1 1 4552 4435 4432
## 198 35 0 198 0.000000 0.000000 12 6750 1 1 5627 5627 5627
## 199 23 0 199 0.000000 0.000000 12 5500 1 1 5175 5175 5175
## 200 38 0 200 0.000000 0.000000 11 16250 1 1 4887 4887 4887
## 201 61 0 201 0.000000 0.000000 12 3500 1 1 5307 5227 5089
## 202 51 0 202 0.000000 0.000000 8 4500 1 1 5830 5830 5830
## 203 55 0 203 0.000000 0.000000 17 13750 1 1 4871 4811 4761
## 204 33 0 204 0.000000 0.000000 10 3500 1 1 4300 4300 4300
## 205 52 0 205 1.000000 0.000000 12 9500 1 1 3852 3852 3652
## 206 27 0 206 0.000000 0.000000 15 13750 1 1 3928 3853 3733
## 207 36 1 207 0.000000 0.000000 9 8250 1 1 4849 4756 4718
## 208 55 0 208 0.000000 0.000000 12 8250 1 1 4717 4717 4717
## 209 60 0 209 1.000000 0.000000 10 0 0 1 4245 4185 4185
## 210 40 0 210 0.000000 0.000000 11 9500 1 1 4243 4183 4183
## 211 29 0 211 1.000000 0.000000 13 6750 1 1 5662 5437 5437
## 212 35 0 212 1.000000 0.000000 12 1000 1 1 5694 5514 5514
## 213 35 0 213 0.000000 0.000000 12 4500 1 1 2848 2548 2548
## 214 39 0 214 1.000000 0.000000 12 1000 1 1 4679 4634 4634
## 215 23 0 215 0.000000 1.000000 12 4500 0 1 4645 4645 4555
## 216 28 0 216 0.000000 0.000000 11 0 1 1 4390 4390 4360
## 217 28 0 217 0.000000 0.000000 17 4500 1 1 4914 4884 4619
## 218 54 0 218 1.000000 0.000000 13 6750 1 1 4785 4785 4785
## 219 46 0 219 1.000000 0.000000 11 0 1 1 4577 4577 4577
## 220 52 0 220 1.000000 0.000000 12 11750 1 1 3774 3774 3774
## 221 30 0 221 0.000000 0.000000 12 0 1 1 4826 4736 4736
## 222 40 0 222 0.000000 0.000000 12 10500 1 1 4382 4142 4142
## 223 40 0 223 0.000000 0.000000 17 4500 1 1 5666 5626 4929
## 224 28 1 224 0.000000 0.000000 10 10500 1 1 4150 3985 3315
## 225 36 0 225 0.000000 0.000000 12 8250 1 1 4260 4120 4120
## 226 30 0 226 0.000000 0.000000 12 8250 1 1 3980 3980 3980
## 227 37 0 227 0.000000 1.000000 12 9500 1 1 3567 3567 3567
## 228 36 0 228 0.000000 0.000000 12 6750 0 1 6630 6630 5430
## 229 31 0 229 0.000000 0.000000 12 8250 1 1 4506 4286 4286
## 230 30 0 230 0.000000 0.000000 12 11750 1 1 4360 4172 4172
## 231 53 0 231 0.000000 0.000000 11 8250 1 1 5010 4620 4620
## 232 37 1 232 1.000000 0.000000 12 8250 0 1 4509 4239 4239
## 233 29 0 233 0.000000 0.000000 12 13750 1 1 4429 4429 4429
## 234 34 0 234 0.000000 0.000000 12 1000 0 1 4450 4450 4417
## 235 38 0 235 0.000000 0.000000 12 0 1 1 4154 3666 3553
## 236 24 0 236 1.000000 0.000000 12 16250 1 1 4722 4722 4677
## 237 52 0 237 0.000000 0.000000 14 5500 1 1 2928 2893 2893
## 238 38 0 238 0.000000 0.000000 9 13750 0 1 4361 4211 4196
## 239 36 0 239 0.000000 0.000000 16 23750 1 1 5105 5105 5105
## 240 60 0 240 0.000000 0.000000 12 10500 1 1 3132 3132 3112
## 241 39 0 241 0.000000 0.000000 12 1000 1 1 4754 4754 4754
## 242 50 0 242 0.000000 0.000000 12 11750 1 1 3774 3774 3774
## 243 28 0 243 0.000000 0.000000 12 2500 1 1 6520 6520 6400
## 244 36 0 244 0.000000 0.000000 10 10500 1 1 4723 4723 4723
## 245 60 0 245 0.000000 0.000000 8 13750 1 1 3797 3677 3667
## 246 32 0 246 0.000000 0.000000 13 0 1 1 4745 4700 4700
## 247 56 0 247 0.000000 0.000000 12 8250 1 1 4336 4246 4246
## 248 47 0 248 0.000000 1.000000 8 13750 1 1 4509 4509 4432
## 249 61 0 249 0.000000 0.000000 12 1000 1 1 3884 2959 2959
## 250 29 0 250 0.000000 0.000000 17 11750 0 1 4794 4719 4719
## 251 56 0 251 0.000000 0.000000 8 11750 1 1 4750 4750 4750
## 252 27 0 252 1.000000 0.000000 12 0 1 1 5159 4841 4578
## 253 45 0 253 0.000000 0.000000 9 10500 1 1 3502 3502 3502
## 254 25 0 254 1.000000 0.000000 12 6750 1 1 4732 4649 3854
## 255 26 0 255 0.000000 0.000000 10 10500 0 1 5415 5415 5340
## 256 52 0 256 0.000000 0.000000 12 4500 1 1 4315 4315 4255
## 257 33 0 257 0.000000 0.000000 17 18750 1 1 4780 4780 4780
## 258 37 0 258 0.000000 0.000000 17 4500 1 1 4317 4257 4177
## 259 30 0 259 0.000000 0.000000 13 0 1 1 6487 6487 6487
## 260 52 0 260 0.000000 0.000000 17 16250 1 1 3593 3593 3593
## 261 23 0 261 0.000000 0.000000 12 9500 1 1 4180 4180 4165
## 262 44 0 262 1.000000 0.000000 12 5500 1 1 4539 4239 4239
## 263 33 0 263 0.000000 0.000000 16 13750 1 1 4127 3577 3439
## 264 27 0 264 1.000000 0.000000 12 8250 1 1 5109 5109 5094
## 265 65 0 265 0.000000 0.000000 7 13750 0 1 4112 4012 4012
## 266 30 0 266 0.000000 0.000000 16 16250 1 1 4731 4731 4731
## 267 54 0 267 0.000000 0.000000 16 18750 1 1 4463 4231 4171
## 268 29 0 268 0.000000 0.000000 16 16250 1 1 4929 4869 4869
## 269 49 0 269 0.000000 1.000000 12 3500 1 1 5505 5505 5100
## 270 25 1 270 0.000000 0.000000 12 10500 1 1 4567 4567 4567
## 271 58 0 271 1.000000 0.000000 12 27500 1 1 4654 4504 3184
## 272 40 0 272 0.000000 0.000000 11 8250 0 1 4700 4550 4550
## 273 40 0 273 0.000000 0.000000 12 0 1 1 3370 3332 3332
## 274 56 0 274 0.000000 1.000000 12 6750 0 1 4551 4306 4193
## 275 45 0 275 0.000000 0.000000 9 0 0 1 4367 4367 4367
## 276 52 0 276 0.000000 0.000000 10 8250 0 1 4662 4662 4662
## 277 31 0 277 0.000000 0.000000 17 10500 1 1 4112 4064 4019
## 278 27 0 278 0.000000 0.000000 12 16250 1 1 4872 4872 4872
## 279 31 0 279 0.000000 0.000000 14 21250 1 1 4601 4601 4601
## 280 30 0 280 0.000000 0.000000 17 18750 1 1 5050 5050 4900
## 281 44 0 281 0.000000 0.000000 16 21250 1 1 5855 4870 4870
## 282 27 0 282 0.000000 0.000000 15 13750 1 1 4594 4594 4564
## 283 28 0 283 1.000000 0.000000 14 6750 1 1 4929 3688 3688
## 284 57 0 284 0.000000 0.000000 12 1000 1 1 4962 4657 4432
## 285 33 0 285 0.000000 0.000000 13 9500 1 1 4901 4901 4901
## 286 29 0 286 1.000000 0.000000 12 6750 1 1 5242 5242 5052
## 287 32 0 287 0.000000 0.000000 12 13750 1 1 3965 3815 3815
## 288 25 0 288 0.000000 0.000000 13 0 1 1 3209 3209 3209
## 289 50 0 289 0.000000 0.000000 12 2500 1 1 4994 4994 4994
## 290 39 1 290 0.000000 0.000000 12 13750 0 1 3810 3810 3810
## 291 24 0 291 1.000000 0.000000 12 11750 0 1 5444 4681 4681
## 292 31 0 292 0.000000 0.000000 12 13750 1 1 5437 5374 5309
## 293 25 0 293 0.000000 0.000000 12 13750 1 1 5012 5012 4992
## 294 44 0 294 0.000000 0.000000 7 16250 1 1 4559 3944 3756
## 295 62 0 295 0.000000 0.000000 17 32500 1 1 4104 4104 3939
## 296 44 0 296 0.000000 0.000000 12 18750 1 1 4876 4876 4681
## 297 35 0 297 1.000000 0.000000 12 2500 1 1 4652 4552 4552
## 298 34 0 298 1.000000 0.000000 12 10500 1 1 3871 3458 3398
## 299 27 0 299 1.000000 0.000000 12 6750 1 1 5237 4702 4702
## 300 32 0 300 0.000000 0.000000 12 0 1 1 4799 4799 4799
## 301 58 0 301 0.000000 0.000000 8 18750 1 1 4981 4981 4981
## 302 27 0 302 0.000000 0.000000 17 10500 1 1 4977 4969 4969
## 303 59 1 303 0.000000 0.000000 14 18750 1 1 5179 5179 5179
## 304 23 0 304 0.000000 0.000000 12 8250 1 1 3517 3517 3479
## 305 45 0 305 0.000000 0.000000 8 13750 0 1 5940 5820 5790
## 306 25 0 306 0.000000 0.000000 12 11750 1 1 4261 4261 4231
## 307 52 0 307 0.000000 0.000000 17 16250 1 1 5912 5502 5502
## 308 29 0 308 0.000000 0.000000 12 13750 1 1 4012 4012 3937
## 309 24 0 309 0.000000 0.000000 16 13750 1 1 4987 4612 4597
## 310 59 0 310 0.000000 1.000000 10 2500 1 1 3817 3817 3817
## 311 39 0 311 0.000000 0.000000 10 1000 1 1 3744 3534 3534
## 312 33 1 312 0.000000 1.000000 12 21250 1 1 4647 4377 4339
## 313 33 0 313 0.000000 0.000000 8 9500 0 1 3479 3479 3479
## 314 58 0 314 0.000000 0.000000 12 10500 1 1 4729 4179 4179
## 315 33 0 315 0.000000 0.000000 16 16250 1 1 4625 4625 4625
## 316 24 0 316 1.000000 0.000000 17 4500 1 1 4247 4247 4247
## 317 47 0 317 0.000000 0.000000 12 21250 1 1 4702 4702 4702
## 318 51 0 318 0.000000 0.000000 16 9500 1 1 5419 5046 5046
## 319 44 0 319 1.000000 0.000000 11 9500 1 1 5707 5707 5707
## 320 48 0 320 0.000000 0.000000 12 13750 1 1 4417 4207 4207
## 321 36 0 321 0.000000 0.000000 12 0 1 1 3765 3730 3070
## 322 54 0 322 0.000000 0.000000 12 9500 1 1 4965 4965 4890
## 323 25 0 323 0.000000 0.000000 12 3500 1 1 5822 5662 5662
## 324 56 0 324 0.000000 0.000000 17 10500 0 1 4381 4231 4231
## 325 28 0 325 0.000000 0.000000 12 0 1 1 4634 4634 4614
## 326 40 0 326 0.000000 0.000000 14 11750 1 1 5130 4755 4755
## 327 28 0 327 0.000000 0.000000 12 2500 1 1 4579 4519 4519
## 328 29 0 328 1.000000 0.000000 12 0 0 1 4425 4387 4199
## 329 33 0 329 0.000000 0.000000 17 18750 1 1 3864 3864 3779
## 330 26 0 330 0.000000 0.000000 12 10500 1 1 4712 4712 4712
## 331 54 0 331 0.000000 0.000000 12 27500 1 1 4307 4247 4247
## 332 31 0 332 0.000000 0.000000 12 9500 1 1 4564 4564 4564
## 333 56 0 333 0.000000 0.000000 13 13750 1 1 3957 3957 3957
## 334 25 0 334 0.000000 0.000000 17 10500 1 1 3641 3641 3453
## 335 25 0 335 0.000000 0.000000 12 0 0 1 4007 4007 3932
## 336 53 0 336 0.000000 1.000000 8 0 1 1 4319 4319 4319
## 337 26 0 337 0.000000 0.000000 12 5500 1 1 4246 4246 4231
## 338 24 0 338 0.000000 0.000000 15 5500 1 1 4725 4725 4725
## 339 45 0 339 0.000000 0.000000 17 13750 1 1 5594 5406 5376
## 340 52 0 340 0.000000 0.000000 10 4500 0 1 5980 5950 5950
## 341 23 0 341 1.000000 0.000000 15 21250 1 1 5577 5484 5484
## 342 32 0 342 1.000000 0.000000 12 6750 1 1 5250 4412 4337
## 343 49 0 343 1.000000 0.000000 17 13750 1 1 4515 4215 4215
## 344 44 0 344 1.000000 0.000000 12 13750 1 1 4394 4334 4334
## 345 24 0 345 0.000000 0.000000 13 6750 1 1 4344 4239 4239
## 346 34 0 346 0.000000 0.000000 11 13750 1 1 4414 4414 4401
## 347 54 0 347 1.000000 0.000000 14 11750 0 1 4247 4247 4247
## 348 40 0 348 0.000000 0.000000 12 13750 1 1 4620 4620 4620
## 349 48 0 349 0.000000 0.000000 8 9500 1 1 3594 3594 3556
## 350 27 0 350 1.000000 0.000000 15 10500 1 1 4512 4512 4512
## 351 33 0 351 0.000000 0.000000 17 13750 1 1 4949 4929 4899
## 352 28 0 352 0.000000 0.000000 12 16250 1 1 3314 3001 3001
## 353 62 0 353 0.000000 0.000000 16 0 0 1 4367 4367 4367
## 354 64 0 354 1.000000 0.000000 17 6750 0 1 5536 3728 3728
## 355 31 0 355 1.000000 0.000000 12 9500 1 1 4720 4570 4570
## 356 29 0 356 0.000000 0.000000 16 13750 1 1 5272 5272 5272
## 357 36 0 357 0.000000 0.000000 12 0 1 1 3773 3773 3773
## 358 44 0 358 0.000000 0.000000 8 16250 1 1 3641 3476 3463
## 359 43 0 359 0.000000 0.000000 12 8250 1 1 4302 4302 4302
## 360 46 0 360 0.000000 0.000000 11 9500 1 1 3957 3897 3757
## 361 29 0 361 1.000000 0.000000 12 3500 1 1 4896 4896 4896
## 362 28 0 362 0.000000 0.000000 14 10500 1 1 4436 4436 4436
## 363 26 0 363 0.000000 0.000000 13 8250 0 1 3594 3594 3594
## 364 62 0 364 1.000000 0.000000 10 13750 1 1 5872 5647 5647
## 365 23 0 365 0.000000 0.000000 17 9500 1 1 4850 4850 4850
## 366 35 1 366 1.000000 0.000000 16 8250 1 1 5205 5115 5115
## 367 32 0 367 0.000000 0.000000 14 0 1 1 3567 3567 3567
## 368 44 0 368 0.000000 0.000000 12 0 1 1 4675 4675 4300
## 369 29 0 369 1.000000 0.000000 12 6750 1 1 4780 4690 4690
## 370 42 0 370 0.000000 0.000000 12 6750 1 1 3126 2981 2981
## 371 24 1 371 1.000000 0.000000 16 6750 1 1 4950 4950 4950
## 372 27 0 372 0.000000 0.000000 14 8250 1 1 4500 4260 4260
## 373 49 0 373 0.000000 0.000000 14 11750 0 1 5257 5197 5144
## 374 43 0 374 0.000000 0.000000 8 0 1 1 4679 4679 4339
## 375 40 0 375 1.000000 0.000000 14 5500 1 1 4934 4694 4694
## 376 27 0 376 0.000000 0.000000 12 9500 0 1 5915 5915 5840
## 377 49 0 377 0.000000 0.000000 8 2500 1 1 5802 5652 5652
## 378 27 0 378 1.000000 0.000000 12 11750 1 1 5387 5387 5387
## 379 26 0 379 0.000000 0.000000 12 16250 1 1 4474 4214 4101
## 380 44 0 380 0.000000 0.000000 8 5500 0 1 5949 5949 5754
## 381 31 0 381 0.000000 0.000000 15 11750 1 1 7095 6955 6955
## 382 28 0 382 1.000000 0.000000 13 8250 0 1 7335 7297 7282
## 383 47 0 383 0.000000 0.000000 12 5500 1 1 4215 4155 4155
## 384 31 1 384 0.000000 0.000000 12 6750 1 1 4597 4522 4522
## 385 33 0 385 1.000000 0.000000 12 4500 1 1 4454 4154 4154
## 386 55 0 386 0.000000 0.000000 12 8250 1 1 4649 4649 4479
## 387 24 0 387 0.000000 0.000000 12 0 1 1 4964 4401 4401
## 388 23 0 388 0.000000 0.000000 16 2500 1 1 5054 5054 5054
## 389 42 0 389 0.000000 0.000000 11 9500 1 1 3699 3669 3669
## 390 26 0 390 0.000000 0.000000 12 8250 1 1 5709 5529 5454
## 391 25 0 391 0.000000 0.000000 14 6750 1 1 4567 4567 4567
## 392 32 0 392 0.000000 0.000000 10 0 1 1 4784 4139 4071
## 393 33 0 393 0.000000 0.000000 12 16250 1 1 4509 4509 4479
## 394 62 0 394 0.000000 0.000000 8 6750 1 1 4252 4252 4252
## 395 35 0 395 1.000000 0.000000 14 16250 1 1 4680 4605 4455
## 396 26 0 396 0.000000 0.000000 9 9500 1 1 4925 4925 4925
## 397 44 0 397 0.000000 0.000000 12 5500 1 1 4277 4277 4277
## 398 48 0 398 0.000000 0.000000 9 4500 1 1 4362 4302 4052
## 399 51 0 399 0.000000 0.000000 8 3500 0 1 3340 3025 2695
## 400 47 0 400 0.000000 0.000000 6 4500 1 1 4121 3873 3873
## 401 43 0 401 0.000000 0.000000 12 13750 1 1 6810 6810 6810
## 402 32 0 402 0.000000 0.000000 16 10500 1 1 4779 4704 4704
## 403 24 0 403 0.000000 1.000000 13 6750 1 1 3722 3722 3609
## 404 28 0 404 0.000000 0.000000 16 4500 1 1 3444 3409 3409
## 405 33 0 405 1.000000 0.000000 14 5500 1 1 5282 5132 5057
## 406 28 0 406 1.000000 0.000000 12 5500 1 1 5173 5113 5053
## 407 24 0 407 0.000000 0.000000 13 6750 1 1 3753 3603 3603
## 408 24 0 408 1.000000 0.000000 13 6750 1 1 5914 5824 5794
## 409 49 0 409 1.000000 0.000000 12 8250 1 1 5047 5047 5017
## 410 27 1 410 0.000000 0.000000 16 9500 1 1 4902 4797 4797
## 411 23 0 411 0.000000 0.000000 16 4500 1 1 5124 5124 5124
## 412 32 0 412 1.000000 0.000000 12 9500 1 1 5072 5072 4979
## 413 39 0 413 0.000000 0.000000 11 6750 1 1 4455 4395 4057
## 414 35 0 414 0.000000 0.000000 12 0 0 1 4920 4143 4068
## 415 24 0 415 0.000000 0.000000 12 11750 0 1 4957 4957 4957
## 416 33 0 416 1.000000 0.000000 12 11750 1 1 5010 4745 4745
## 417 40 0 417 0.000000 0.000000 16 27500 1 1 4674 4674 4674
## 418 25 0 418 1.000000 0.000000 13 8250 1 1 5380 5080 5080
## 419 30 0 419 0.000000 0.000000 12 8250 1 1 5026 5026 5026
## 420 24 0 420 0.000000 0.000000 16 13750 1 1 5387 5387 5387
## 421 25 0 421 0.000000 0.000000 16 13750 1 1 3850 3850 3850
## 422 34 0 422 0.000000 0.000000 12 5500 1 1 3465 3390 3360
## 423 52 0 423 0.000000 0.000000 12 9500 1 1 4606 4606 4606
## 424 25 0 424 0.000000 0.000000 15 3500 1 1 5090 5030 5005
## 425 37 0 425 0.000000 0.000000 16 21250 1 1 5235 5235 5235
## 426 26 0 426 0.000000 0.000000 17 9500 1 1 4595 4550 4550
## 427 26 0 427 0.000000 0.000000 12 6750 1 1 4810 4690 4690
## 428 65 0 428 0.000000 0.000000 12 0 1 1 5181 4638 4638
## 429 32 1 429 1.000000 0.000000 12 1000 1 1 4914 4914 4914
## 430 27 0 430 0.000000 0.000000 10 6750 1 1 2810 2810 2810
## 431 57 0 431 0.000000 0.000000 4 1000 1 1 5902 5872 5807
## 432 36 0 432 0.000000 0.000000 8 2500 1 1 6270 6270 6270
## 433 51 1 433 0.000000 0.000000 13 4500 1 1 4215 3955 3880
## 434 52 0 434 0.000000 0.000000 11 13750 1 1 5002 4819 4744
## 435 24 0 435 1.000000 0.000000 17 6750 1 1 5002 5002 4947
## 436 27 1 436 1.000000 0.000000 12 11750 1 1 3686 3686 3626
## 437 29 0 437 1.000000 0.000000 13 3500 1 1 4582 4494 4464
## 438 30 0 438 0.000000 0.000000 13 8250 0 1 3854 3854 3629
## 439 30 1 439 1.000000 0.000000 12 6750 1 1 5259 5259 5111
## 440 33 0 440 0.000000 0.000000 16 16250 1 1 5350 5350 5350
## 441 37 0 441 0.000000 0.000000 11 13750 1 1 5812 5812 5317
## 442 27 0 442 1.000000 0.000000 14 6750 1 1 5319 5174 5174
## 443 37 0 443 1.000000 0.000000 12 13750 1 1 4986 4986 4986
## 444 44 0 444 0.000000 0.000000 12 5500 1 1 4522 4462 4432
## 445 62 0 445 0.000000 0.000000 8 16250 1 1 7095 7095 7095
## 446 54 0 446 1.000000 0.000000 12 13750 1 1 4446 4446 4446
## 447 23 0 447 1.000000 0.000000 14 10500 1 1 4690 4690 4685
## 448 42 0 448 1.000000 0.000000 12 13750 1 1 4919 4829 4329
## 449 32 0 449 0.000000 0.000000 12 18750 1 1 4372 4372 4372
## 450 28 0 450 0.000000 0.000000 17 13750 1 1 4546 4546 4546
## 451 32 1 451 1.000000 0.000000 12 0 1 1 4680 4680 4680
## 452 57 0 452 1.000000 0.000000 14 18750 1 1 3776 3776 3776
## 453 50 0 453 1.000000 0.000000 13 13750 1 1 4562 4562 4517
## 454 35 0 454 1.000000 0.000000 17 6750 1 1 4106 4061 3984
## 455 28 0 455 0.000000 1.000000 12 0 1 1 5825 5825 5825
## 456 60 0 456 1.000000 0.000000 12 5500 1 1 3950 3950 3830
## 457 39 0 457 0.000000 0.000000 17 18750 1 1 4836 4596 4596
## 458 29 0 458 0.000000 0.000000 12 11750 1 1 4725 4725 4725
## 459 43 0 459 0.000000 1.000000 12 8250 1 1 5044 4594 4519
## 460 47 0 460 0.000000 0.000000 12 21250 1 1 4519 4519 4519
## 461 33 0 461 0.000000 0.000000 11 8250 1 1 4075 4075 3482
## 462 45 0 462 1.000000 0.000000 12 2500 1 1 4354 4354 4331
## 463 54 0 463 0.000000 0.000000 9 1000 1 1 5691 5691 5691
## 464 45 0 464 0.000000 0.000000 12 2500 1 1 5717 5657 5657
## 465 51 0 465 0.000000 0.000000 14 8250 1 1 6762 6479 6191
## 466 24 0 466 0.000000 0.000000 12 4500 1 1 3857 3857 3857
## 467 32 0 467 0.000000 0.000000 9 13750 0 1 5046 5046 5026
## 468 42 0 468 1.000000 0.000000 12 16250 1 1 6670 6670 6175
## 469 60 0 469 0.000000 0.000000 12 2500 1 1 4124 3979 3979
## 470 48 0 470 0.000000 0.000000 11 2500 1 1 5519 5519 5369
## 471 39 1 471 1.000000 0.000000 12 13750 1 1 4459 4369 4369
## 472 36 0 472 0.000000 0.000000 16 4500 1 1 4895 4895 4895
## 473 56 0 473 1.000000 0.000000 13 3500 1 1 6329 6329 6329
## 474 48 0 474 0.000000 0.000000 12 13750 1 1 5084 5084 5084
## 475 34 0 475 0.000000 0.000000 16 18750 1 1 5582 5582 5582
## 476 33 0 476 0.000000 0.000000 10 6750 1 1 4591 4078 4033
## 477 48 0 477 0.000000 0.000000 17 5500 0 1 6036 6006 5641
## 478 31 0 478 0.000000 0.000000 8 5500 1 1 4333 3160 3160
## 479 56 0 479 0.000000 0.000000 10 2500 1 1 4936 4831 4831
## 480 46 0 480 0.000000 0.000000 11 2500 1 1 5214 5214 5051
## 481 38 1 481 1.000000 0.000000 10 0 1 1 5352 5247 5237
## 482 23 0 482 1.000000 0.000000 12 1000 0 1 6420 5935 5885
## 483 30 0 483 0.000000 0.000000 10 13750 1 1 3330 3150 3150
## 484 33 0 484 1.000000 0.000000 11 13750 1 1 5619 5619 5589
## 485 50 0 485 1.000000 0.000000 8 13750 1 1 3980 3980 3950
## 486 51 0 486 0.000000 0.000000 12 2500 1 1 6152 5747 5647
## 487 35 0 487 0.000000 0.000000 16 0 1 1 6639 6571 6534
## 488 53 0 488 0.000000 0.000000 16 42500 1 1 3667 3667 3579
## 489 33 0 489 0.000000 0.000000 12 4500 1 1 5829 5829 5724
## 490 49 0 490 1.000000 0.000000 12 1000 1 1 5422 4447 4042
## 491 44 0 491 0.000000 0.000000 8 2500 1 1 4966 4936 4921
## 492 28 0 492 0.000000 0.000000 12 13750 1 1 6137 6077 6032
## 493 64 0 493 0.000000 0.000000 12 10500 1 1 6660 6600 6525
## 494 61 0 494 0.000000 0.000000 12 2500 1 1 6490 6477 6477
## 495 32 0 495 0.000000 0.000000 12 1000 1 1 5537 4892 4892
## 496 34 0 496 0.000000 1.000000 11 9500 1 1 6029 6029 5991
## 497 43 0 497 0.000000 0.000000 12 3500 1 1 4732 4732 4732
## 498 25 0 498 0.000000 0.000000 17 1000 1 1 4922 4892 4892
## 499 39 0 499 0.000000 0.000000 17 16250 1 1 6009 5859 5784
## 500 60 0 500 0.000000 0.000000 17 21250 1 1 4944 4884 4884
## 501 25 0 501 0.000000 0.000000 12 5500 1 1 6307 5932 5857
## 502 55 0 502 1.000000 0.000000 14 2500 1 1 6300 6187 6187
## 503 45 0 503 0.000000 0.000000 17 32500 1 1 5751 5546 5546
## 504 52 0 504 0.000000 0.000000 8 2500 0 1 5479 5104 5094
## 505 63 0 505 0.000000 0.000000 5 3500 0 1 5817 5682 5682
## 506 26 0 506 0.000000 0.000000 16 18750 1 1 6342 6229 6204
## 507 26 1 507 0.000000 0.000000 6 6750 1 1 4709 4709 4679
## 508 58 0 508 0.000000 0.000000 8 0 0 1 5825 5300 5300
## 509 60 0 509 0.000000 0.000000 11 1000 1 1 6865 6865 6865
## 510 31 0 510 0.000000 0.000000 12 9500 1 1 6900 6900 6900
## 511 57 0 511 0.000000 0.000000 12 1000 1 1 5554 5554 5524
## 512 39 0 512 0.000000 0.000000 16 2500 1 1 5564 5465 5465
## 513 25 0 513 0.000000 0.000000 15 13750 1 1 6602 6602 6602
## 514 48 0 514 1.000000 0.000000 16 1000 1 1 5957 5882 5882
## 515 28 0 515 0.000000 0.000000 17 18750 1 1 6014 5949 5949
## 516 37 1 516 0.000000 0.000000 6 1000 0 1 4362 3962 3962
## 517 49 0 517 1.000000 0.000000 12 1000 1 1 5655 5530 5380
## 518 48 0 518 1.000000 0.000000 12 3500 1 1 6037 5827 5827
## 519 26 0 519 0.000000 0.000000 12 0 0 1 5992 5977 5962
## 520 27 0 520 0.000000 0.000000 17 1000 1 1 6530 6530 6455
## 521 40 1 521 1.000000 0.000000 12 1000 1 1 7262 6777 6777
## 522 38 0 522 0.000000 0.000000 12 1000 1 1 6150 6150 6100
## 523 40 0 523 0.000000 0.000000 12 2500 1 1 6009 5839 5839
## 524 30 0 524 0.000000 0.000000 12 0 1 1 4662 4662 4604
## 525 30 0 525 0.000000 0.000000 16 10500 1 1 5140 5140 5140
## 526 34 0 526 0.000000 0.000000 10 0 1 1 5555 4280 3780
## 527 33 1 527 0.000000 0.000000 17 6750 1 1 5954 5954 5934
## 528 26 0 528 0.000000 0.000000 10 10500 1 1 3915 3915 3540
## 529 27 0 529 0.000000 0.000000 14 1000 1 1 6620 6560 6560
## 530 23 0 530 1.000000 0.000000 12 1000 1 1 6720 6662 6524
## 531 62 0 531 0.000000 0.000000 1 1000 0 1 6217 6007 6007
## 532 39 0 532 1.000000 0.000000 17 42500 1 1 6975 6775 6775
## 533 34 0 533 0.182331 0.030075 17 0 1 0 3922 3612 3612
## 534 44 1 534 0.182331 0.030075 15 0 1 0 5635 5635 5635
## 535 58 0 535 0.182331 0.030075 15 0 1 0 4370 4370 4370
## 536 29 0 536 0.182331 0.030075 16 13750 1 0 4672 4627 4627
## 537 39 0 537 0.182331 0.030075 12 9500 1 0 3310 3310 3310
## 538 41 0 538 0.182331 0.030075 17 42500 1 0 3802 3802 3802
## 539 55 0 539 0.182331 0.030075 12 9500 1 0 5792 5792 5762
## 540 28 0 540 0.182331 0.030075 12 10500 1 0 7280 7280 7280
## 541 41 0 541 0.182331 0.030075 12 0 1 0 3777 3777 3757
## 542 46 0 542 0.182331 0.030075 8 9500 1 0 5500 4803 4803
## 543 56 0 543 0.182331 0.030075 5 6750 1 0 2934 2726 2726
## 544 52 0 544 0.182331 0.030075 12 0 1 0 5069 5069 5069
## 545 33 0 545 0.182331 0.030075 12 13750 1 0 4594 4424 4424
## 546 47 0 546 0.182331 0.030075 9 8250 1 0 7417 7042 7042
## 547 35 0 547 0.182331 0.030075 12 0 1 0 4665 4215 4215
## 548 27 0 548 0.182331 0.030075 16 42500 1 0 4260 4200 4200
## 549 34 0 549 0.182331 0.030075 17 13750 1 0 5200 5200 5200
## 550 26 0 550 0.182331 0.030075 14 3500 1 0 4900 4900 4900
## 551 60 0 551 0.182331 0.030075 12 18750 1 0 4007 4007 3872
## 552 27 0 552 0.182331 0.030075 12 11750 1 0 3527 3527 3527
## 553 42 0 553 0.182331 0.030075 12 5500 1 0 5982 5877 5767
## 554 31 0 554 0.182331 0.030075 14 27500 1 0 3645 3645 3625
## 555 29 0 555 0.182331 0.030075 11 5500 0 0 4620 4270 4270
## 556 31 0 556 0.182331 0.030075 12 8250 1 0 4798 4753 4753
## 557 65 0 557 0.182331 0.030075 5 2500 0 0 5880 5730 5730
## 558 41 0 558 0.182331 0.030075 16 0 1 0 4307 4142 4142
## 559 36 0 559 0.182331 0.030075 16 4500 1 0 4572 4572 4534
## 560 54 0 560 0.182331 0.030075 14 27500 1 0 4999 4999 4939
## 561 24 0 561 0.182331 0.030075 13 8250 1 0 6030 5940 5940
## 562 56 0 562 0.182331 0.030075 7 5500 0 0 4365 4185 3960
## 563 28 0 563 0.182331 0.030075 12 6750 1 0 6105 6105 5840
## 564 41 0 564 0.182331 0.030075 10 13750 1 0 4867 4837 4837
## 565 24 1 565 0.182331 0.030075 16 0 1 0 6594 6369 6369
## 566 32 0 566 0.182331 0.030075 12 42500 1 0 4757 4607 4607
## 567 38 0 567 0.182331 0.030075 16 0 1 0 5584 5584 4724
## 568 33 0 568 0.182331 0.030075 17 42500 1 0 5865 5825 5470
## 569 43 0 569 0.182331 0.030075 5 0 1 0 3831 3681 3681
## 570 41 0 570 0.182331 0.030075 17 1000 1 0 5415 5415 4875
## 571 34 0 571 0.182331 0.030075 15 8250 1 0 3481 3401 3326
## 572 31 0 572 0.182331 0.030075 12 0 1 0 5495 5495 5465
## 573 55 0 573 0.182331 0.030075 13 0 1 0 5187 5187 5187
## 574 62 0 574 0.182331 0.030075 8 0 1 0 5435 5435 5435
## 575 54 0 575 0.182331 0.030075 17 32500 1 0 3219 3219 3219
## 576 33 0 576 0.182331 0.030075 14 0 1 0 5479 5299 5299
## 577 60 0 577 0.182331 0.030075 12 13750 1 0 5250 4360 4360
## 578 28 0 578 0.182331 0.030075 12 2500 0 0 4886 4886 4831
## 579 32 0 579 0.182331 0.030075 12 10500 1 0 5751 5751 5693
## 580 32 0 580 0.182331 0.030075 12 0 1 0 5435 5435 5282
## 581 30 0 581 0.182331 0.030075 12 5500 1 0 3429 3339 2551
## 582 33 0 582 0.182331 0.030075 12 6750 1 0 4939 4849 4849
## 583 38 0 583 0.182331 0.030075 14 21250 1 0 4235 4175 4175
## 584 47 0 584 0.182331 0.030075 16 27500 1 0 5965 5965 5965
## 585 40 0 585 0.182331 0.030075 16 0 1 0 4657 4657 4602
## 586 28 0 586 0.182331 0.030075 11 1000 1 0 3352 3352 3277
## 587 27 0 587 0.182331 0.030075 11 1000 1 0 5067 5067 5029
## 588 28 0 588 0.182331 0.030075 16 11750 1 0 4059 4059 4016
## 589 44 0 589 0.182331 0.030075 9 21250 1 0 3739 3739 3739
## 590 25 0 590 0.182331 0.030075 16 9500 1 0 5575 5425 5417
## 591 58 0 591 0.182331 0.030075 7 4500 0 0 6452 6452 6452
## 592 28 0 592 0.182331 0.030075 16 0 1 0 5439 5359 5134
## 593 52 0 593 0.182331 0.030075 5 0 1 0 4355 4120 4120
## 594 27 0 594 0.182331 0.030075 16 6750 1 0 4022 4022 3972
## 595 42 0 595 0.182331 0.030075 12 5500 1 0 4317 4227 4227
## 596 56 0 596 0.182331 0.030075 14 11750 1 0 4106 4106 4106
## 597 50 0 597 0.182331 0.030075 16 0 1 0 5431 5386 5386
## 598 64 0 598 0.182331 0.030075 12 42500 0 0 3989 3866 3846
## 599 44 0 599 0.182331 0.030075 12 0 1 0 3334 3334 3296
## 600 33 0 600 0.182331 0.030075 14 0 1 0 5174 5174 5174
## 601 44 0 601 0.182331 0.030075 8 9500 1 0 4365 4115 4040
## 602 24 0 602 0.182331 0.030075 16 3500 1 0 4075 4075 4075
## 603 32 0 603 0.182331 0.030075 12 0 1 0 6419 6194 6194
## 604 35 0 604 0.182331 0.030075 8 42500 1 0 5449 5449 5449
## 605 54 0 605 0.182331 0.030075 14 6750 1 0 4154 3771 3756
## 606 37 0 606 0.182331 0.030075 12 42500 1 0 1745 1745 1745
## 607 28 0 607 0.182331 0.030075 16 0 1 0 4622 4622 4584
## 608 51 0 608 0.182331 0.030075 5 0 1 0 4605 4570 4495
## 609 54 0 609 0.182331 0.030075 17 16250 1 0 4586 4586 4556
## 610 32 0 610 0.182331 0.030075 12 11750 1 0 5630 5630 4955
## 611 38 0 611 0.182331 0.030075 10 0 1 0 3210 3210 3210
## 612 46 0 612 0.182331 0.030075 16 42500 1 0 4159 4039 4039
## 613 26 0 613 0.182331 0.030075 12 4500 0 0 5627 5589 5589
## 614 59 0 614 0.182331 0.030075 12 6750 1 0 5567 5341 5141
## 615 50 0 615 0.182331 0.030075 8 0 1 0 4877 4184 4184
## 616 28 0 616 0.182331 0.030075 12 13750 1 0 5487 4962 4722
## 617 57 0 617 0.182331 0.030075 12 0 1 0 5402 5402 5202
## 618 26 0 618 0.182331 0.030075 16 9500 1 0 3741 3741 3741
## 619 56 0 619 0.182331 0.030075 9 0 0 0 4370 4370 4370
## 620 31 0 620 0.182331 0.030075 16 11750 1 0 3797 3739 3739
## 621 36 0 621 0.182331 0.030075 12 9500 1 0 5218 5188 5188
## 622 53 0 622 0.182331 0.030075 12 3500 0 0 6645 6645 6645
## 623 63 0 623 0.182331 0.030075 8 0 0 0 5902 5887 5887
## 624 23 0 624 0.182331 0.030075 12 5500 1 0 6662 6082 6037
## 625 35 0 625 0.182331 0.030075 16 9500 1 0 3319 3319 3319
## 626 61 0 626 0.182331 0.030075 8 42500 1 0 5069 5009 4916
## 627 32 0 627 0.182331 0.030075 17 13750 1 0 5830 5355 5310
## 628 43 0 628 0.182331 0.030075 16 42500 1 0 6014 5924 5819
## 629 43 0 629 0.182331 0.030075 13 10500 1 0 4530 3788 3788
## 630 55 0 630 0.182331 0.030075 5 0 1 0 4800 4800 4800
## 631 32 0 631 0.182331 0.030075 17 16250 1 0 4697 4697 4697
## 632 50 0 632 0.182331 0.030075 12 5500 1 0 3794 3708 3708
## 633 52 0 633 0.182331 0.030075 12 9500 1 0 6107 6107 5882
## 634 54 0 634 0.182331 0.030075 12 16250 1 0 5982 5757 5757
## 635 40 0 635 0.182331 0.030075 12 8250 1 0 3800 3515 3497
## 636 49 0 636 0.182331 0.030075 11 6750 0 0 3585 3450 3450
## 637 50 1 637 0.182331 0.030075 10 0 1 0 3645 3645 3645
## 638 24 1 638 0.182331 0.030075 10 10500 0 0 6725 6425 6285
## 639 25 0 639 0.182331 0.030075 13 5500 1 0 4737 4737 4737
## 640 44 0 640 0.182331 0.030075 12 0 1 0 4479 4479 4479
## 641 42 0 641 0.182331 0.030075 12 3500 1 0 4154 4154 4154
## 642 37 0 642 0.182331 0.030075 12 1000 1 0 3602 3602 3555
## 643 46 1 643 0.182331 0.030075 17 13750 1 0 4286 4286 4286
## 644 29 0 644 0.182331 0.030075 10 4500 1 0 5240 4905 4755
## 645 35 0 645 0.182331 0.030075 12 23750 1 0 3817 3817 3817
## 646 25 0 646 0.182331 0.030075 12 0 1 0 6770 6732 6622
## 647 49 1 647 0.182331 0.030075 12 0 1 0 3944 3749 3749
## 648 45 0 648 0.182331 0.030075 12 11750 1 0 4446 4311 4311
## 649 25 0 649 0.182331 0.030075 17 8250 1 0 3952 3952 3952
## 650 57 1 650 0.182331 0.030075 12 0 1 0 4272 4205 3817
## 651 35 0 651 0.182331 0.030075 12 0 1 0 3614 3614 3389
## 652 31 0 652 0.182331 0.030075 17 5500 1 0 5470 5470 5440
## 653 55 0 653 0.182331 0.030075 15 32500 1 0 4302 4302 4302
## 654 24 0 654 0.182331 0.030075 16 0 1 0 3368 3368 3368
## 655 58 0 655 0.182331 0.030075 8 0 1 0 5574 5574 5424
## 656 52 0 656 0.182331 0.030075 17 0 1 0 4231 4231 4176
## 657 33 0 657 0.182331 0.030075 17 5500 1 0 3230 3230 3192
## 658 39 0 658 0.182331 0.030075 11 0 1 0 5277 5277 5277
## 659 25 0 659 0.182331 0.030075 9 8250 1 0 3642 3522 3522
## 660 25 0 660 0.182331 0.030075 16 3500 1 0 4494 4081 4036
## 661 30 0 661 0.182331 0.030075 16 11750 1 0 6845 6395 6260
## 662 25 0 662 0.182331 0.030075 17 4500 1 0 4700 4660 4660
## 663 42 0 663 0.182331 0.030075 16 0 1 0 4320 3007 3007
## 664 35 0 664 0.182331 0.030075 12 1000 1 0 6217 6217 6202
## 665 59 0 665 0.182331 0.030075 12 4500 0 0 4595 4043 3983
## 666 42 0 666 0.182331 0.030075 12 42500 1 0 3587 3587 3587
## 667 59 0 667 0.182331 0.030075 12 6750 1 0 5849 5849 5824
## 668 32 0 668 0.182331 0.030075 16 21250 1 0 4437 4437 4357
## 669 49 0 669 0.182331 0.030075 17 0 1 0 4427 4427 3992
## 670 54 0 670 0.182331 0.030075 14 8250 1 0 4581 4461 4321
## 671 58 0 671 0.182331 0.030075 9 1000 1 0 4517 4517 4517
## 672 38 0 672 0.182331 0.030075 14 0 1 0 5307 5307 5267
## 673 50 0 673 0.182331 0.030075 8 0 1 0 4390 4330 4330
## 674 46 0 674 0.182331 0.030075 17 13750 1 0 4366 4316 4316
## 675 38 0 675 0.182331 0.030075 12 0 1 0 4354 4354 4309
## 676 39 0 676 0.182331 0.030075 12 0 1 0 4506 4506 4446
## 677 31 0 677 0.182331 0.030075 17 16250 1 0 4741 4741 4491
## 678 42 0 678 0.182331 0.030075 13 0 1 0 3424 3424 3409
## 679 30 0 679 0.182331 0.030075 16 13750 1 0 4752 4617 4197
## 680 27 0 680 0.182331 0.030075 16 10500 0 0 3269 3269 3269
## 681 54 0 681 0.182331 0.030075 14 0 1 0 4150 4150 4150
## 682 64 0 682 0.182331 0.030075 17 42500 1 0 5742 5622 5622
## 683 43 0 683 0.182331 0.030075 9 42500 1 0 4274 4274 4224
## 684 29 0 684 0.182331 0.030075 12 8250 1 0 5407 5264 5264
## 685 34 0 685 0.182331 0.030075 12 16250 1 0 4577 4577 4539
## 686 23 0 686 0.182331 0.030075 16 42500 1 0 6970 6895 6895
## 687 31 0 687 0.182331 0.030075 15 1000 1 0 4692 4692 4594
## 688 44 0 688 0.182331 0.030075 13 1000 1 0 6452 6043 5838
## 689 57 0 689 0.182331 0.030075 17 16250 1 0 4656 4431 4431
## 690 31 0 690 0.182331 0.030075 12 10500 1 0 4639 4639 4489
## 691 23 0 691 0.182331 0.030075 14 8250 1 0 4867 4792 4569
## 692 29 0 692 0.182331 0.030075 14 23750 1 0 4494 4494 4064
## 693 50 0 693 0.182331 0.030075 12 2500 1 0 4417 4147 4147
## 694 25 1 694 0.182331 0.030075 12 3500 1 0 5530 4845 4845
## 695 44 0 695 0.182331 0.030075 16 16250 1 0 4539 4451 4393
## 696 29 0 696 0.182331 0.030075 16 16250 1 0 4639 4519 4519
## 697 36 0 697 0.182331 0.030075 16 9500 1 0 4776 4776 4776
## 698 47 0 698 0.182331 0.030075 10 9500 1 0 5882 5747 5747
## 699 52 0 699 0.182331 0.030075 10 0 0 0 4797 4632 4572
## 700 61 0 700 0.182331 0.030075 17 27500 1 0 4362 4362 4237
## 701 32 0 701 0.182331 0.030075 16 10500 1 0 4707 4587 4512
## 702 45 0 702 0.182331 0.030075 12 5500 1 0 5069 4669 4644
## 703 34 0 703 0.182331 0.030075 10 2500 0 0 5885 5870 5870
## 704 37 0 704 0.182331 0.030075 12 3500 1 0 4719 4719 4584
## 705 54 0 705 0.182331 0.030075 17 32500 1 0 5149 5119 5031
## 706 30 0 706 0.182331 0.030075 16 6750 1 0 4747 4302 4302
## smsa lhrwage lothinc male marr prot rlxall selfe sleep slpnaps south
## 1 0 1.955861 10.075380 1 1 1 3163 0 3113 3163 0
## 2 0 0.357674 0.000000 1 0 1 2920 1 2920 2920 1
## 3 1 3.021887 0.000000 1 1 0 3038 1 2670 2760 0
## 4 0 2.263844 0.000000 0 1 1 3083 1 3083 3083 0
## 5 0 1.011601 9.328213 1 1 1 3493 0 3448 3493 0
## 6 0 2.957511 10.657280 1 1 1 4078 0 4063 4078 0
## 7 0 0.364643 8.987322 1 1 1 3810 0 3180 3810 0
## 8 1 2.708717 10.657280 1 1 1 3033 1 2928 3003 0
## 9 0 1.465567 0.000000 1 1 0 3606 0 3368 3368 0
## 10 1 1.085189 8.853808 1 1 0 3168 1 3018 3168 0
## 11 0 0.875469 0.000000 1 1 1 1988 0 1575 1988 0
## 12 1 0.207014 7.313887 0 1 0 3480 0 3295 3355 0
## 13 1 0.207014 7.313887 1 1 0 3848 0 3798 3798 0
## 14 0 1.724551 8.517393 1 1 1 3008 0 3008 3008 0
## 15 1 1.141033 8.853808 1 1 1 3566 0 3248 3248 0
## 16 0 0.837247 8.699681 1 1 1 3683 1 3683 3683 0
## 17 1 2.292535 9.210441 1 1 0 3201 0 3201 3201 0
## 18 0 1.376244 0.000000 1 1 1 2580 1 2580 2580 0
## 19 1 1.193922 9.371694 1 1 1 3575 0 3420 3525 0
## 20 1 2.698000 0.000000 1 1 0 3165 0 3090 3090 0
## 21 1 3.569814 0.000000 1 0 0 2760 1 2760 2760 0
## 22 1 1.673351 9.076923 1 1 0 3030 1 2880 3030 0
## 23 0 1.184790 8.853808 1 1 1 3560 0 3470 3560 0
## 24 1 1.621367 0.000000 1 0 0 2673 0 2673 2673 0
## 25 1 0.912283 8.853808 1 1 0 2850 0 2820 2850 0
## 26 0 1.671473 9.528867 1 1 1 3243 0 2873 3243 0
## 27 1 0.989541 9.371694 1 1 0 1905 1 1905 1905 0
## 28 1 0.989541 7.313887 0 0 1 3001 0 2926 3001 0
## 29 0 1.085189 9.159152 1 1 0 2618 0 2603 2603 0
## 30 0 1.241269 6.908755 1 1 1 3292 1 3238 3292 0
## 31 1 1.241269 8.229777 1 1 1 3933 0 3888 3933 0
## 32 0 1.442202 10.657280 1 1 0 2929 1 2716 2716 0
## 33 0 1.570697 8.922792 1 0 1 3300 0 3245 3275 0
## 34 0 3.203965 0.000000 1 1 1 3158 0 3158 3158 0
## 35 1 2.957511 0.000000 1 1 1 3255 1 3105 3165 0
## 36 1 1.348073 0.000000 1 0 1 3665 0 3515 3665 0
## 37 0 2.041220 0.000000 1 1 0 3330 0 3330 3330 0
## 38 1 1.684545 9.784197 1 1 1 5128 0 4153 5128 0
## 39 0 1.530395 9.964159 1 1 0 2955 0 2955 2955 0
## 40 1 1.348073 0.000000 1 0 1 2838 0 2200 2838 0
## 41 1 1.684545 0.000000 1 1 1 3073 0 2885 3073 0
## 42 0 2.041220 10.075380 1 1 1 3606 0 3345 3495 0
## 43 0 0.770108 7.313887 0 0 0 2978 1 2765 2978 0
## 44 0 1.805005 10.075380 1 1 1 4141 1 3928 3953 1
## 45 0 1.752672 8.922792 1 1 1 3406 0 2833 3406 0
## 46 0 1.752672 8.888895 1 1 1 3750 0 3750 3750 0
## 47 0 1.752672 8.922792 1 1 1 3328 0 3328 3328 1
## 48 0 2.004179 8.517393 1 1 1 3903 0 3795 3848 1
## 49 0 1.465567 9.528867 1 1 1 3513 0 3363 3513 1
## 50 0 1.512927 0.000000 1 1 1 2280 0 2280 2280 0
## 51 0 1.193922 8.229777 1 1 0 4289 0 4151 4176 0
## 52 1 1.556037 0.000000 1 0 0 3266 0 3266 3266 0
## 53 0 1.220830 8.517393 1 1 1 3570 0 3570 3570 0
## 54 1 1.994700 10.221980 1 1 1 2900 0 2885 2885 0
## 55 1 1.147403 7.601402 1 0 0 2879 0 2879 2879 0
## 56 0 0.048790 0.000000 0 0 0 2790 1 2790 2790 0
## 57 0 2.128232 9.159152 1 1 1 2799 0 2799 2799 1
## 58 0 1.697449 8.922792 1 1 1 3211 0 3173 3211 1
## 59 0 1.697449 0.000000 1 1 1 3308 0 3308 3308 0
## 60 0 2.128232 0.000000 1 1 1 3305 1 3305 3305 0
## 61 1 1.029619 0.000000 0 0 0 3649 0 2975 3646 0
## 62 0 1.453953 9.528867 1 1 1 3533 0 3316 3466 0
## 63 0 1.115142 8.612685 1 1 1 3271 0 3226 3226 0
## 64 0 0.891998 8.888895 0 1 1 3635 0 3635 3635 1
## 65 0 1.644805 9.528867 1 1 1 3683 0 3233 3683 1
## 66 0 2.078191 10.221980 1 1 1 3498 0 3348 3348 0
## 67 1 1.791759 8.922792 0 0 1 2630 1 2630 2630 1
## 68 1 1.172482 0.000000 0 0 0 2918 0 2858 2858 0
## 69 1 1.172482 9.472781 0 1 1 3271 0 3203 3271 0
## 70 0 1.791759 0.000000 1 0 1 3551 0 3451 3551 0
## 71 1 1.752672 0.000000 1 1 1 3008 0 3008 3008 0
## 72 0 1.018847 0.000000 1 1 1 2889 0 2821 2851 1
## 73 1 1.711995 0.000000 1 1 1 3718 0 3525 3680 0
## 74 0 2.117460 10.075380 1 1 1 3210 0 3150 3210 1
## 75 0 1.018847 8.612685 0 1 1 3113 0 3113 3113 0
## 76 0 1.711995 9.159152 0 1 1 2816 0 2816 2816 1
## 77 0 1.711995 9.695910 1 1 1 3105 0 3105 3105 0
## 78 0 1.711995 0.000000 1 1 1 3635 1 3605 3605 1
## 79 0 2.060514 7.824446 1 0 1 3611 0 3611 3611 1
## 80 1 2.060514 0.000000 1 1 0 3128 0 3128 3128 1
## 81 1 2.060514 9.528867 1 1 0 3276 0 3213 3213 1
## 82 0 0.932164 0.000000 1 1 0 6110 0 3860 6110 0
## 83 0 0.239017 7.601402 0 1 1 4623 0 4275 4388 1
## 84 1 2.030776 7.824446 1 1 1 3701 0 3076 3701 0
## 85 0 2.000128 0.000000 1 1 1 4313 0 4313 4313 0
## 86 1 1.530395 9.472781 1 1 1 2930 0 2885 2885 0
## 87 0 2.783158 9.210441 1 0 1 3173 0 3165 3165 1
## 88 0 0.837247 0.000000 1 1 1 3674 0 3105 3555 0
## 89 1 1.935860 10.221980 1 1 1 3133 0 3063 3103 0
## 90 0 1.935860 9.528867 1 1 1 3443 0 3368 3368 1
## 91 1 1.530395 7.824446 1 1 1 3445 0 3415 3415 0
## 92 0 2.446686 10.389030 1 1 1 3533 0 3508 3508 0
## 93 1 2.119864 0.000000 1 0 1 2933 0 2788 2908 0
## 94 0 1.607436 0.000000 1 0 0 3405 0 3180 3385 0
## 95 0 1.583094 9.210441 1 1 1 3123 0 3123 3123 0
## 96 0 1.867176 0.000000 1 1 1 3673 0 3388 3613 0
## 97 1 1.867176 8.229777 1 1 1 3625 1 3610 3610 0
## 98 0 0.732368 9.259226 1 1 0 3456 0 3351 3456 1
## 99 0 1.425515 0.000000 1 1 1 3088 0 2653 3088 0
## 100 0 1.425515 8.086718 1 1 1 3533 0 3413 3533 0
## 101 0 1.662030 9.282754 1 1 1 3278 0 3218 3278 0
## 102 0 1.308333 0.000000 1 1 0 3065 0 3045 3045 0
## 103 1 1.308333 9.371694 1 1 1 3808 0 3433 3808 0
## 104 0 0.978326 8.517393 0 1 1 3888 0 3730 3888 0
## 105 0 0.329304 0.000000 1 1 1 3058 1 2970 2970 1
## 106 1 -0.040822 9.964159 0 1 1 3508 0 3475 3475 0
## 107 0 0.652325 9.695910 1 1 1 3430 1 3430 3430 0
## 108 0 0.364643 0.000000 0 1 1 3023 0 2910 2940 0
## 109 0 0.955511 0.000000 1 1 1 3577 0 3570 3577 1
## 110 1 1.832582 0.000000 1 1 0 3345 0 3060 3345 0
## 111 0 1.752672 8.517393 1 1 1 3720 0 3495 3660 0
## 112 1 1.752672 0.000000 0 0 0 2970 0 2970 2970 0
## 113 1 1.752672 9.328213 1 1 0 3423 0 3008 3423 0
## 114 1 1.570697 10.266430 0 1 1 3563 0 3428 3428 0
## 115 1 1.570697 9.528867 1 1 1 3288 0 3288 3288 0
## 116 0 2.263844 7.824446 1 1 1 2400 0 2400 2400 0
## 117 0 2.263844 10.075380 1 1 1 3173 0 3070 3100 0
## 118 0 1.465567 8.922792 0 1 1 2250 0 2250 2250 0
## 119 0 2.158715 9.491828 1 1 1 3666 0 3323 3628 0
## 120 0 1.408545 8.657129 1 0 1 3023 0 3023 3023 0
## 121 0 3.480624 7.824446 1 1 0 3918 1 3505 3505 0
## 122 0 1.686399 0.000000 1 1 0 3533 0 3503 3503 0
## 123 0 1.283708 8.160804 1 1 1 3520 0 3370 3370 1
## 124 1 1.976855 0.000000 1 1 1 3420 0 3120 3120 0
## 125 1 1.976855 9.528867 1 1 1 3308 1 3308 3308 0
## 126 0 1.214913 9.159152 0 1 1 3421 0 3398 3421 0
## 127 0 1.908060 0.000000 1 1 1 3431 0 3333 3393 0
## 128 0 1.264127 7.313887 0 0 1 2923 0 2728 2923 1
## 129 0 1.061257 7.601402 1 1 0 3256 0 3256 3256 0
## 130 0 0.506818 9.528867 0 1 0 3545 0 3250 3545 0
## 131 1 2.334084 0.000000 1 1 0 2915 0 2915 2915 0
## 132 1 1.235471 7.824446 1 1 0 4292 0 4170 4290 1
## 133 1 2.547881 10.657280 1 1 1 3030 0 3030 3030 0
## 134 0 1.541159 0.000000 0 0 1 3668 0 3668 3668 1
## 135 1 1.774952 10.484330 1 1 0 2303 0 2303 2303 0
## 136 1 0.900161 7.824446 0 1 1 3688 0 3618 3688 0
## 137 0 1.391282 7.824446 1 1 1 3466 0 3316 3466 0
## 138 0 -0.673345 9.453365 0 1 0 3989 1 3601 3676 0
## 139 0 0.058269 9.371694 0 1 0 2503 1 2413 2413 0
## 140 0 0.717840 0.000000 1 1 1 2801 0 2771 2771 1
## 141 0 1.036737 8.657129 1 1 1 3748 0 3383 3748 1
## 142 0 1.036737 6.908755 0 1 0 3808 0 3808 3808 0
## 143 0 1.278152 8.160804 1 1 1 3363 1 3363 3363 0
## 144 1 1.278152 9.235130 1 1 1 3675 0 3675 3675 0
## 145 0 1.472472 7.601402 1 1 1 3270 0 3120 3195 0
## 146 1 2.165619 9.528867 0 1 0 3561 0 3536 3536 1
## 147 0 1.635106 9.839003 1 1 1 3253 0 3253 3253 0
## 148 1 1.635106 0.000000 1 0 0 2945 0 2885 2945 0
## 149 0 1.635106 9.964159 1 1 1 2598 0 2560 2560 0
## 150 1 1.897620 0.000000 1 1 1 3007 0 2985 3007 0
## 151 1 1.897620 9.528867 0 1 0 3095 0 3095 3095 0
## 152 0 1.834180 8.922792 1 1 0 2985 0 2985 2985 0
## 153 0 2.105353 8.229777 1 1 1 2243 0 2243 2243 0
## 154 0 2.105353 9.839003 1 1 1 3383 0 2838 3383 0
## 155 1 2.423917 8.517393 1 1 1 3465 0 3375 3375 0
## 156 1 2.041220 8.922792 1 1 0 3393 0 3355 3355 0
## 157 1 1.818077 0.000000 1 1 0 3905 0 3743 3865 0
## 158 1 2.041220 8.517393 1 1 0 2741 0 2701 2741 0
## 159 1 1.124930 9.865318 0 1 1 3016 0 2943 3003 0
## 160 1 1.348073 9.132487 1 1 0 3463 0 3463 3463 0
## 161 0 1.530395 0.000000 1 0 1 2843 0 2723 2843 1
## 162 0 1.530395 7.719130 1 1 0 4205 0 3875 4205 0
## 163 0 1.818077 0.000000 1 1 1 3215 0 3115 3115 0
## 164 0 1.530395 8.922792 0 0 1 3566 0 2756 3566 0
## 165 0 2.734367 0.000000 1 1 1 3998 0 3398 3398 1
## 166 0 1.818077 9.282754 1 1 1 3128 0 3098 3098 0
## 167 1 2.261763 0.000000 1 1 1 3111 0 2991 3111 0
## 168 1 1.275363 8.853808 0 1 1 3225 0 3215 3215 0
## 169 1 1.731656 9.528867 0 1 1 3851 0 3611 3761 0
## 170 0 1.731656 9.491828 1 1 0 3580 0 3305 3455 0
## 171 0 0.891998 9.282754 0 1 1 3367 0 3367 3367 0
## 172 0 1.585145 0.000000 1 0 1 2703 0 2618 2618 1
## 173 1 1.413423 0.000000 0 0 1 4255 0 3475 4200 0
## 174 0 1.205971 0.000000 1 1 0 3686 0 3618 3618 0
## 175 0 0.943906 0.000000 0 0 1 3545 0 3460 3545 0
## 176 0 0.943906 8.612685 1 1 1 3250 0 3250 3250 1
## 177 1 1.011601 0.000000 0 0 1 3018 0 2648 3008 0
## 178 1 0.587787 8.817446 1 1 1 3183 1 3045 3165 0
## 179 0 1.300192 8.853808 1 1 0 3065 0 3065 3065 0
## 180 0 1.300192 9.132487 1 1 0 2875 0 2875 2875 0
## 181 1 1.798404 0.000000 1 1 1 4435 0 3090 4353 0
## 182 0 1.574847 0.000000 1 0 1 2888 0 2798 2888 1
## 183 0 1.169381 0.000000 1 1 1 3610 0 3610 3610 1
## 184 0 1.688249 8.517393 1 1 0 3838 0 3403 3838 0
## 185 1 1.776646 8.354910 1 1 0 3881 0 3656 3881 0
## 186 1 2.086914 0.000000 1 1 1 3348 1 3348 3348 0
## 187 1 0.652325 9.371694 0 1 1 3490 0 3130 3490 0
## 188 0 0.652325 8.699681 0 0 1 4347 0 3213 4084 1
## 189 0 1.105257 0.000000 1 1 1 3855 0 3855 3855 0
## 190 0 2.142417 8.922792 1 1 1 3396 0 3138 3183 0
## 191 0 1.376244 0.000000 1 0 1 3541 0 3203 3541 1
## 192 1 1.887070 0.000000 1 1 0 3053 0 2930 3050 0
## 193 1 2.110213 8.517393 1 1 1 2448 0 2448 2448 0
## 194 0 0.837247 8.699681 0 1 1 4111 0 3556 4111 0
## 195 1 1.506297 9.259226 0 1 0 3660 0 3660 3660 1
## 196 1 0.139762 0.000000 0 0 0 2611 0 2536 2536 1
## 197 0 0.139762 8.657129 0 1 1 2948 0 2828 2945 1
## 198 0 0.029559 8.229777 0 0 0 3103 0 3103 3103 0
## 199 0 0.198851 8.517393 0 1 1 3730 0 3730 3730 0
## 200 0 0.364643 7.824446 0 1 1 2840 0 2840 2840 0
## 201 0 0.364643 0.000000 0 0 1 3428 0 3210 3290 0
## 202 0 0.364643 0.000000 0 0 1 3650 0 3650 3650 0
## 203 0 -0.328504 9.528867 1 1 1 2818 0 2708 2768 0
## 204 1 0.672944 9.235130 0 1 1 3530 0 3530 3530 0
## 205 0 1.150572 8.817446 0 1 0 4895 0 4695 4695 0
## 206 0 1.241269 8.922792 1 1 1 3834 0 3639 3714 0
## 207 0 1.241269 8.160804 1 1 1 2466 0 2335 2428 1
## 208 0 1.241269 0.000000 0 0 0 2813 0 2813 2813 0
## 209 1 1.241269 9.159152 0 1 0 3148 0 3088 3148 0
## 210 0 0.548121 9.132487 0 1 1 3770 1 3710 3770 0
## 211 1 1.241269 9.159152 0 1 0 3518 0 3293 3518 0
## 212 1 1.241269 9.632401 0 1 0 3441 0 3261 3441 0
## 213 0 1.241269 9.865318 1 1 0 3840 0 3540 3840 0
## 214 0 1.241269 9.632401 1 1 0 3221 0 3176 3221 0
## 215 0 1.241269 9.132487 1 1 1 3150 0 3060 3060 1
## 216 0 1.241269 7.824446 1 1 1 3620 0 3590 3590 0
## 217 0 1.241269 0.000000 0 0 1 3218 0 2923 2953 0
## 218 1 1.241269 7.313887 0 0 1 3020 0 3020 3020 1
## 219 0 0.779325 9.839003 0 1 1 3110 0 3110 3110 0
## 220 0 0.908259 8.853808 0 1 1 3898 0 3898 3898 0
## 221 0 1.172482 10.657280 0 1 1 2931 0 2841 2931 0
## 222 0 1.701105 9.282754 0 1 1 3518 0 3278 3518 0
## 223 0 1.444563 9.371694 0 1 1 3888 0 3151 3191 1
## 224 0 0.875469 9.018089 1 1 1 4000 0 3165 3330 1
## 225 1 0.587787 7.131699 0 1 1 3860 0 3720 3860 0
## 226 1 1.321756 7.131699 0 0 1 3675 0 3675 3675 1
## 227 0 1.504077 6.908755 1 1 1 3300 0 3300 3300 0
## 228 0 1.321756 8.853808 0 1 0 3450 0 2250 2250 0
## 229 1 1.321756 7.131699 1 1 1 3518 0 3298 3518 0
## 230 0 1.658228 0.000000 1 1 1 3433 0 3245 3433 0
## 231 1 1.321756 8.612685 0 1 1 3160 0 2770 3160 0
## 232 0 1.098612 8.987322 0 1 1 3653 0 3383 3653 1
## 233 0 1.650580 0.000000 1 1 1 3338 0 3338 3338 0
## 234 1 1.560248 9.282754 1 1 1 3363 0 3330 3330 0
## 235 1 1.752672 9.528867 1 1 1 3699 0 3098 3586 0
## 236 0 1.752672 8.922792 0 1 1 3203 0 3158 3158 1
## 237 0 1.752672 9.491828 1 1 1 3439 0 3404 3439 0
## 238 0 1.752672 7.824446 1 1 0 3203 0 3038 3188 0
## 239 0 1.752672 8.229777 0 1 1 3115 0 3115 3115 0
## 240 0 1.752672 8.657129 1 1 0 2643 0 2623 2623 0
## 241 0 1.752672 9.282754 1 1 0 3013 0 3013 3013 0
## 242 0 1.752672 0.000000 0 0 1 2895 0 2895 2895 0
## 243 0 1.752672 9.328213 1 1 1 1605 0 1485 1485 0
## 244 0 1.752672 8.086718 0 0 1 2770 0 2770 2770 0
## 245 1 1.752672 8.517393 1 1 0 3438 0 3308 3428 0
## 246 0 1.752672 9.371694 1 1 1 3255 0 3210 3255 1
## 247 0 1.752672 9.259226 1 1 1 3206 0 3116 3206 0
## 248 1 1.752672 0.000000 1 1 1 3260 0 3183 3183 0
## 249 0 1.752672 9.915959 1 1 1 4255 0 3330 4255 1
## 250 1 1.752672 0.000000 1 0 0 3188 0 3113 3188 0
## 251 1 1.752672 0.000000 1 1 1 2880 0 2880 2880 0
## 252 1 1.752672 9.695910 1 1 0 3889 0 3308 3626 0
## 253 1 1.613430 8.657129 1 1 0 3428 0 3428 3428 0
## 254 1 1.258461 8.853808 0 1 0 4876 0 3998 4081 0
## 255 1 1.510722 0.000000 1 1 0 4040 0 3965 3965 0
## 256 1 1.018847 0.000000 0 0 0 3575 0 3515 3515 0
## 257 0 2.022871 9.528867 0 1 1 3345 0 3345 3345 1
## 258 1 1.396245 8.699681 1 1 1 3778 0 3638 3698 0
## 259 1 1.396245 9.018089 1 1 1 2655 1 2655 2655 0
## 260 1 2.312536 9.328213 0 1 1 2618 0 2618 2618 0
## 261 1 1.396245 6.908755 1 1 0 3465 0 3450 3450 0
## 262 1 1.108563 9.998843 0 1 0 3488 0 3188 3488 0
## 263 0 2.089392 0.000000 1 1 1 4078 0 3390 3940 0
## 264 0 1.396245 9.259226 0 1 0 3123 0 3108 3108 0
## 265 1 1.801710 0.000000 1 0 1 3925 0 3825 3925 0
## 266 1 2.089392 9.695910 1 1 0 3778 0 3778 3778 0
## 267 1 2.089392 7.824446 1 1 1 3338 0 3046 3278 0
## 268 1 2.089392 9.695910 0 1 0 3393 0 3333 3393 0
## 269 1 2.089392 10.085850 1 1 0 4980 0 4575 4575 0
## 270 0 1.396245 0.000000 1 1 1 3263 0 3263 3263 1
## 271 1 1.396245 8.517393 0 1 1 4583 0 3113 3263 0
## 272 0 1.396245 0.000000 1 0 0 4695 0 4545 4695 0
## 273 0 1.396245 9.018089 1 1 1 3918 0 3880 3918 1
## 274 1 1.396245 0.000000 1 0 0 3661 1 3303 3548 0
## 275 0 1.396245 9.695910 0 1 1 3388 0 3388 3388 0
## 276 1 1.526056 0.000000 0 0 1 3278 0 3278 3278 0
## 277 0 1.669592 9.018089 1 1 1 3469 0 3376 3424 1
## 278 0 2.669309 7.824446 1 1 1 2895 0 2895 2895 0
## 279 0 2.340844 9.328213 1 1 0 3216 0 3216 3216 0
## 280 1 2.340844 0.000000 1 1 1 3080 0 2930 2930 1
## 281 1 2.340844 0.000000 1 1 1 4135 0 3150 4135 0
## 282 0 1.763017 7.824446 1 1 0 3278 0 3248 3248 0
## 283 0 1.960095 0.000000 0 0 1 5224 0 3983 5224 0
## 284 1 2.124654 10.032360 1 1 1 3748 0 3218 3523 0
## 285 0 0.932164 7.719130 0 1 1 2803 0 2803 2803 0
## 286 0 1.337629 9.159152 1 1 1 3228 0 3038 3038 1
## 287 0 1.848455 0.000000 1 1 0 3300 0 3150 3300 1
## 288 1 2.318458 9.695910 1 1 0 3405 0 3405 3405 0
## 289 1 1.848455 9.328213 1 1 0 3548 0 3548 3548 0
## 290 1 1.848455 0.000000 1 0 0 3670 0 3670 3670 0
## 291 1 1.848455 8.853808 1 1 0 3724 0 2961 3724 0
## 292 0 1.848455 0.000000 1 1 0 3658 0 3530 3593 0
## 293 0 1.848455 0.000000 1 1 1 2688 0 2668 2668 1
## 294 0 1.848455 8.517393 1 1 1 4036 0 3233 3848 1
## 295 1 2.861057 9.210441 1 1 0 3915 0 3750 3750 0
## 296 1 2.295561 7.824446 1 1 0 3398 0 3203 3203 0
## 297 1 1.465567 9.695910 0 1 1 3048 0 2948 3048 0
## 298 0 1.465567 7.131699 0 0 1 4094 0 3621 4034 1
## 299 0 1.465567 9.159152 0 1 1 4165 0 3630 4165 1
## 300 0 2.158715 9.018089 1 1 1 3631 1 3631 3631 0
## 301 1 2.158715 0.000000 1 1 1 2836 0 2836 2836 0
## 302 0 1.465567 9.018089 0 1 1 2948 0 2940 2948 1
## 303 1 2.158715 8.517393 1 1 1 3943 1 3943 3943 1
## 304 0 2.000128 9.259226 1 1 0 3416 0 3378 3378 0
## 305 0 1.742219 0.000000 1 1 1 4290 0 4140 4260 0
## 306 1 1.811562 8.412055 1 1 1 2918 0 2888 2888 0
## 307 0 2.136531 0.000000 1 0 1 3440 0 3030 3440 0
## 308 1 1.893112 8.922792 1 1 1 3780 0 3705 3705 0
## 309 0 1.345472 8.922792 0 1 1 4185 0 3795 4170 1
## 310 0 2.071913 9.328213 1 1 1 3160 0 3160 3160 1
## 311 1 1.530395 9.632401 1 1 1 3285 0 3075 3285 0
## 312 1 2.223542 0.000000 1 1 1 2986 0 2678 2948 0
## 313 1 1.530395 0.000000 1 1 0 4113 0 4113 4113 0
## 314 0 1.935860 0.000000 1 0 0 3843 0 3293 3843 0
## 315 1 2.446686 10.175460 1 1 1 2760 0 2760 2760 0
## 316 0 0.837247 8.699681 0 1 0 3720 0 3720 3720 1
## 317 1 2.223542 8.740497 1 1 0 3840 0 3840 3840 0
## 318 0 1.530395 9.798183 0 1 0 3711 0 3338 3711 1
## 319 0 1.530395 10.043290 0 1 1 4373 0 4373 4373 0
## 320 0 1.935860 8.517393 1 1 0 3138 0 2928 3138 0
## 321 1 2.446686 10.389030 1 1 1 3785 0 3090 3125 0
## 322 0 1.935860 9.371694 1 1 0 2815 0 2740 2740 0
## 323 1 0.837247 9.453365 1 1 0 2656 0 2496 2656 0
## 324 1 1.530395 7.131699 0 0 1 3248 0 3098 3248 0
## 325 0 1.935860 9.839003 1 1 1 2953 0 2933 2933 0
## 326 0 1.530395 0.000000 0 0 1 3570 0 3195 3570 0
## 327 0 1.530395 9.132487 1 1 0 3273 0 3213 3273 0
## 328 0 1.530395 9.371694 1 1 1 3241 0 3015 3053 0
## 329 1 1.935860 7.824446 1 1 0 3783 0 3698 3698 0
## 330 0 1.935860 8.657129 1 1 1 3488 0 3488 3488 1
## 331 1 2.446686 8.517393 1 1 1 3395 0 3335 3395 0
## 332 0 1.530395 9.132487 1 1 1 2965 0 2965 2965 0
## 333 1 1.935860 9.528867 1 1 1 3823 0 3823 3823 0
## 334 0 1.530395 0.000000 0 0 1 3631 0 3443 3443 0
## 335 0 1.530395 8.817446 1 1 1 3635 1 3560 3560 0
## 336 0 1.935860 9.528867 1 1 1 3461 0 3461 3461 0
## 337 1 1.530395 9.282754 1 1 1 3193 0 3178 3178 0
## 338 1 1.530395 8.740497 1 1 0 3435 0 3435 3435 0
## 339 0 1.935860 7.824446 1 1 1 3429 0 3211 3399 1
## 340 0 0.837247 9.564583 0 1 1 3665 0 3635 3665 0
## 341 1 1.585145 7.824446 0 1 0 3471 0 3378 3471 1
## 342 0 1.294727 9.159152 0 1 1 4693 0 3780 4618 1
## 343 0 1.208960 9.528867 0 1 1 3015 0 2715 3015 0
## 344 0 1.838961 0.000000 0 0 1 3496 0 3436 3496 0
## 345 0 1.976855 9.159152 1 1 1 3390 0 3285 3390 0
## 346 0 1.976855 7.824446 1 1 1 3216 0 3203 3203 0
## 347 0 1.976855 8.412055 1 1 1 3683 0 3683 3683 0
## 348 1 1.976855 8.517393 1 1 0 3135 0 3135 3135 0
## 349 1 1.479329 9.564583 0 1 1 3251 0 3213 3213 1
## 350 1 1.536867 0.000000 0 0 1 3365 0 3365 3365 0
## 351 0 2.041220 10.266430 0 1 1 3328 0 3278 3298 0
## 352 1 2.284421 0.000000 1 0 0 3463 0 3150 3463 0
## 353 0 1.642873 10.075380 0 1 1 3750 0 3750 3750 1
## 354 1 1.196948 7.313887 0 0 1 5226 0 3418 5226 0
## 355 0 1.826161 0.000000 0 0 1 3060 0 2910 3060 1
## 356 0 1.826161 8.922792 1 1 1 3683 0 3683 3683 1
## 357 1 2.016236 9.839003 1 1 1 2311 0 2311 2311 0
## 358 0 2.016236 0.000000 1 1 1 3546 0 3368 3533 0
## 359 0 2.016236 8.987322 1 0 1 3453 0 3453 3453 1
## 360 0 2.016236 10.043290 1 1 1 4070 0 3870 3930 0
## 361 0 0.955511 0.000000 0 0 1 2921 0 2921 2921 0
## 362 0 1.648659 0.000000 1 0 0 3438 0 3438 3438 0
## 363 0 1.648659 8.987322 1 1 1 3775 0 3775 3775 0
## 364 1 0.262364 9.528867 0 1 1 3170 0 2945 3170 0
## 365 1 0.955511 8.817446 0 1 1 3270 0 3270 3270 0
## 366 1 1.648659 7.131699 0 0 1 3495 0 3405 3495 0
## 367 0 1.648659 0.000000 1 1 1 3533 0 3533 3533 1
## 368 0 1.648659 9.371694 1 1 1 3695 0 3320 3320 0
## 369 0 1.137833 0.000000 0 0 1 3120 0 3030 3120 1
## 370 0 1.648659 9.159152 1 1 1 3708 1 3563 3708 0
## 371 1 1.137833 0.000000 0 0 1 3470 0 3470 3470 0
## 372 0 0.732368 8.612685 0 1 1 3370 0 3130 3370 1
## 373 0 1.648659 8.412055 0 1 1 3773 0 3660 3720 0
## 374 0 0.732368 8.412055 1 1 1 4453 0 4113 4113 1
## 375 0 1.291984 7.919720 1 1 1 2901 0 2661 2901 1
## 376 1 1.543298 7.719130 0 1 1 2190 0 2115 2115 0
## 377 0 0.955511 9.528867 0 1 1 3390 0 3240 3390 0
## 378 0 1.603420 8.412055 0 1 0 3480 0 3480 3480 0
## 379 0 1.061257 7.824446 0 1 1 4421 0 4048 4308 0
## 380 0 1.061257 9.491828 0 1 1 3151 0 2956 2956 0
## 381 1 1.061257 8.853808 0 1 0 3125 0 2985 3125 0
## 382 0 1.061257 8.987322 0 1 1 2798 0 2745 2783 0
## 383 0 1.061257 9.282754 0 1 1 3465 0 3405 3465 0
## 384 0 1.061257 8.853808 0 1 0 3233 0 3158 3233 0
## 385 0 1.061257 9.371694 0 1 0 3438 0 3138 3438 0
## 386 0 1.247032 9.259226 0 1 1 3313 0 3143 3143 0
## 387 0 0.615186 0.000000 0 1 1 3428 0 2865 3428 0
## 388 0 1.308333 8.354910 0 1 0 3853 0 3853 3853 0
## 389 0 1.156881 9.132487 1 1 1 3465 0 3435 3465 0
## 390 0 1.156881 8.987322 0 1 1 3476 0 3221 3401 0
## 391 1 1.156881 0.000000 0 0 0 3320 0 3320 3320 0
## 392 0 0.463734 9.259226 1 1 1 3346 0 2633 3278 0
## 393 0 1.156881 8.922792 0 1 1 3188 0 3158 3158 1
## 394 0 1.156881 8.229777 0 1 1 3353 0 3353 3353 0
## 395 0 1.156881 0.000000 0 1 0 3575 0 3350 3425 0
## 396 1 1.156881 0.000000 1 1 1 2580 0 2580 2580 0
## 397 0 0.978326 8.517393 0 1 1 3633 0 3633 3633 1
## 398 0 0.722706 8.229777 0 1 1 4265 0 3955 4015 1
## 399 0 0.476234 6.908755 0 1 1 4860 0 4215 4530 1
## 400 0 -0.616186 0.000000 0 0 1 2981 0 2733 2981 0
## 401 0 -1.049822 9.210441 0 1 1 3270 1 3270 3270 0
## 402 1 1.752672 8.657129 0 1 1 3203 0 3128 3203 1
## 403 0 1.896119 9.741028 1 1 1 3628 0 3515 3515 1
## 404 0 0.598836 0.000000 0 1 1 4103 1 4068 4103 0
## 405 0 0.598836 7.919720 0 1 1 4110 0 3885 4035 1
## 406 0 0.418710 9.282754 0 1 1 3530 0 3410 3470 0
## 407 0 1.294727 9.741028 0 1 1 3791 0 3641 3791 1
## 408 0 0.779325 9.159152 0 1 1 4211 0 4091 4181 0
## 409 1 1.607436 10.441470 0 1 1 2738 0 2708 2708 0
## 410 1 1.607436 6.908755 0 0 0 2745 1 2640 2745 0
## 411 0 1.607436 0.000000 1 0 0 2918 0 2918 2918 1
## 412 0 1.627278 9.132487 0 1 1 3076 0 2983 2983 0
## 413 0 1.406097 0.000000 1 0 1 3818 0 3420 3480 0
## 414 0 1.054312 9.018089 1 1 1 4174 0 3322 4099 1
## 415 1 1.137833 8.853808 0 1 0 3553 0 3553 3553 0
## 416 0 1.830980 9.392745 0 1 1 4210 0 3945 4210 1
## 417 1 2.747271 0.000000 1 1 1 3018 0 3018 3018 0
## 418 1 1.830980 0.000000 0 0 0 3170 0 2870 3170 0
## 419 0 1.830980 9.648660 0 1 1 2891 0 2891 2891 0
## 420 1 1.830980 9.528867 0 1 1 3323 0 3323 3323 0
## 421 1 2.013569 9.528867 1 1 1 3155 0 3155 3155 0
## 422 0 1.353254 0.000000 0 0 0 4215 0 4110 4185 0
## 423 0 1.474763 9.371694 0 1 0 3328 0 3328 3328 0
## 424 0 1.726332 8.699681 1 1 0 3100 0 3015 3075 1
## 425 1 2.419479 0.000000 1 1 0 3195 0 3195 3195 0
## 426 1 0.916291 8.817446 1 1 1 2755 0 2710 2755 0
## 427 1 1.321756 7.313887 0 0 1 3010 0 2890 3010 0
## 428 0 0.223144 9.371694 1 1 1 4121 0 3578 4121 0
## 429 1 0.993252 8.888895 0 1 1 2708 0 2708 2708 0
## 430 0 1.321756 0.000000 1 1 0 4100 0 4100 4100 0
## 431 0 -0.967584 0.000000 0 0 1 3913 0 3818 3848 1
## 432 0 0.518794 8.987322 0 1 1 3060 0 3060 3060 1
## 433 1 1.348073 8.517393 1 1 1 4100 0 3765 4025 1
## 434 0 1.954445 8.922792 0 1 1 2968 0 2710 2893 0
## 435 0 0.587787 0.000000 0 1 0 3808 0 3753 3753 0
## 436 0 0.587787 0.000000 0 1 1 4003 0 3943 3943 0
## 437 0 0.593327 9.632401 0 1 1 3623 0 3505 3593 0
## 438 0 1.611436 8.160804 1 1 1 3918 0 3693 3693 1
## 439 1 1.492904 8.517393 0 1 1 3298 0 3150 3150 0
## 440 0 1.585145 0.000000 1 0 0 2780 0 2780 2780 0
## 441 1 2.017566 8.922792 1 1 0 3450 0 2955 2955 0
## 442 1 1.486140 0.000000 0 0 0 3093 0 2948 3093 0
## 443 1 1.819699 0.000000 1 1 0 3045 0 3045 3045 0
## 444 0 1.193922 9.491828 0 1 0 3685 0 3595 3655 0
## 445 0 1.530395 0.000000 1 1 0 2985 0 2985 2985 0
## 446 1 1.887070 9.528867 0 1 0 3346 0 3346 3346 0
## 447 1 1.599388 8.086718 1 0 0 3200 0 3195 3195 0
## 448 1 1.887070 0.000000 0 0 0 3663 0 3073 3163 0
## 449 1 2.357073 0.000000 0 0 0 3608 0 3608 3608 0
## 450 0 0.970779 0.000000 1 0 1 2928 0 2928 2928 0
## 451 0 0.970779 9.528867 0 1 0 3525 0 3525 3525 0
## 452 1 1.193922 8.517393 0 1 1 3953 0 3953 3953 1
## 453 1 2.069391 9.528867 0 1 1 3263 0 3218 3218 0
## 454 1 1.376244 7.313887 0 0 1 3970 0 3848 3893 0
## 455 1 1.193922 0.000000 0 0 1 3740 0 3740 3740 0
## 456 0 0.970779 8.294300 0 1 1 3690 0 3570 3570 0
## 457 0 2.417698 0.000000 0 0 1 3458 0 3218 3458 0
## 458 0 1.887070 8.412055 1 1 0 3255 0 3255 3255 0
## 459 1 1.043804 0.000000 1 0 1 3888 0 3363 3813 0
## 460 1 1.308333 8.740497 0 1 0 3286 0 3286 3286 0
## 461 0 1.627278 9.259226 0 1 1 3848 1 3255 3255 1
## 462 1 0.741937 9.328213 0 1 0 3571 0 3548 3548 0
## 463 0 0.336472 9.282754 0 1 1 3181 1 3181 3181 0
## 464 0 0.364643 8.987322 0 1 0 3248 0 3188 3248 0
## 465 1 1.791759 9.865318 0 1 1 3889 0 3318 3601 0
## 466 0 1.118415 9.132487 0 0 1 4030 0 4030 4030 0
## 467 0 1.061257 7.824446 0 1 0 2766 0 2746 2746 0
## 468 1 0.774727 7.824446 0 1 1 3905 0 3410 3410 0
## 469 1 -0.040822 7.601402 0 0 1 4088 1 3943 4088 0
## 470 0 0.652325 9.528867 0 0 1 2573 1 2423 2423 0
## 471 1 1.163151 8.517393 0 1 0 3478 0 3388 3478 0
## 472 1 1.337629 9.726214 0 1 0 3280 0 3280 3280 0
## 473 0 1.166271 9.235130 0 1 1 3376 0 3376 3376 0
## 474 0 0.837247 8.517393 0 1 0 3458 0 3458 3458 0
## 475 1 0.837247 8.517393 0 1 0 3710 0 3710 3710 0
## 476 0 0.431782 0.000000 0 1 1 3754 0 3196 3709 0
## 477 0 1.308333 0.000000 1 0 1 3601 0 3206 3236 0
## 478 1 0.770108 0.000000 1 1 1 4054 0 2881 4054 0
## 479 0 0.593327 9.328213 0 1 1 3218 0 3113 3218 1
## 480 0 0.797507 9.528867 0 1 1 3291 0 3128 3128 1
## 481 1 -0.083382 9.259226 0 1 1 3318 0 3203 3308 0
## 482 1 1.018847 9.282754 0 1 1 3865 0 3330 3815 0
## 483 0 2.811208 8.922792 1 0 1 4360 1 4180 4360 0
## 484 1 0.837247 8.922792 0 1 0 3398 0 3368 3368 0
## 485 1 1.425515 8.517393 0 1 0 3325 0 3295 3295 0
## 486 0 0.672944 9.328213 0 1 0 3608 0 3103 3508 1
## 487 0 1.752672 10.075380 0 1 1 3478 0 3373 3441 0
## 488 0 1.214913 0.000000 0 1 1 3298 0 3210 3210 1
## 489 0 1.061257 9.865318 0 1 0 2803 0 2698 2698 0
## 490 0 0.867100 9.282754 0 1 1 5013 0 3633 4608 0
## 491 0 1.147403 8.987322 0 1 1 2458 0 2413 2443 0
## 492 1 -0.597837 0.000000 0 1 0 3923 1 3818 3878 0
## 493 0 1.241269 9.282754 1 1 0 3555 0 3420 3480 0
## 494 0 1.241269 8.987322 0 1 1 3228 0 3215 3228 0
## 495 0 0.548121 8.888895 0 0 1 3268 0 2623 3268 0
## 496 0 1.241269 0.000000 1 1 0 2681 1 2643 2643 1
## 497 1 0.908259 9.784197 0 1 1 3353 0 3353 3353 0
## 498 1 1.098612 9.047939 1 1 1 3588 0 3558 3588 0
## 499 1 1.752672 8.517393 0 1 1 3053 0 2828 2978 0
## 500 0 3.234749 0.000000 1 1 1 3208 0 3148 3208 0
## 501 1 0.837247 9.282754 0 1 1 4223 0 3773 4148 0
## 502 0 0.837247 9.328213 0 1 1 3518 0 3405 3518 0
## 503 1 1.530395 9.210441 0 1 0 3483 0 3278 3483 0
## 504 1 0.837247 9.328213 0 1 0 3253 0 2868 3243 0
## 505 1 1.530395 6.908755 0 0 1 4035 0 3900 4035 0
## 506 1 2.016236 8.517393 0 1 0 2646 0 2508 2621 0
## 507 0 0.920283 0.000000 0 1 1 3585 0 3555 3555 1
## 508 1 1.000632 0.000000 0 0 0 4155 0 3630 4155 0
## 509 0 0.139762 7.824446 0 0 1 3215 0 3215 3215 0
## 510 1 1.619388 8.354910 0 1 0 3180 0 3180 3180 0
## 511 0 1.217876 9.915959 0 1 1 3968 0 3938 3938 1
## 512 0 1.061257 8.006701 0 1 1 3565 0 3466 3565 0
## 513 0 -0.083382 7.824446 0 1 0 2678 0 2678 2678 0
## 514 1 0.837247 10.357770 0 1 0 3298 0 3223 3298 0
## 515 1 1.124930 0.000000 0 1 1 3493 0 3428 3493 1
## 516 0 0.431782 7.313887 0 0 0 4367 0 3967 4367 0
## 517 1 1.124930 10.032360 0 1 1 3800 0 3525 3650 0
## 518 1 1.740466 10.085850 0 1 0 3353 0 3143 3353 0
## 519 0 0.797507 8.817446 0 1 1 3730 1 3700 3715 0
## 520 1 1.827770 9.632401 0 1 0 3320 0 3245 3245 0
## 521 0 1.241269 9.159152 0 1 1 2495 0 2010 2495 1
## 522 0 0.837247 9.282754 0 1 0 3105 1 3055 3055 0
## 523 0 0.837247 9.328213 0 1 0 3628 0 3458 3628 0
## 524 0 0.732368 9.159152 0 1 0 4293 0 4235 4235 0
## 525 0 0.837247 8.086718 0 1 1 3890 0 3890 3890 0
## 526 0 1.061257 9.371694 0 1 1 5780 0 4005 5280 0
## 527 1 3.139400 10.484330 0 1 0 3793 0 3773 3773 0
## 528 0 2.446686 9.018089 0 1 1 3840 0 3465 3465 1
## 529 1 0.329304 9.282754 0 1 1 3520 0 3460 3520 0
## 530 0 1.061257 9.159152 0 1 1 3556 0 3360 3418 0
## 531 0 0.652325 7.824446 0 1 1 4073 0 3863 4073 0
## 532 0 0.837247 0.000000 0 1 1 3305 0 3105 3305 0
## 533 0 NA 0.000000 1 1 1 4025 1 3715 4025 0
## 534 1 NA 10.657280 1 1 0 3450 0 3450 3450 0
## 535 0 NA 9.839003 1 1 1 3735 1 3735 3735 0
## 536 1 NA 9.210441 0 1 0 4140 0 4095 4140 0
## 537 0 NA 8.354910 1 1 1 2770 0 2770 2770 0
## 538 0 NA 0.000000 1 1 1 2760 1 2760 2760 0
## 539 0 NA 9.371694 1 1 1 4130 0 4100 4100 0
## 540 0 NA 0.000000 0 1 0 2800 1 2800 2800 0
## 541 0 NA 9.695910 1 1 1 2885 0 2865 2865 0
## 542 0 NA 8.354910 1 1 1 4127 0 3430 4127 0
## 543 0 NA 0.000000 1 0 1 4474 0 4266 4474 1
## 544 1 NA 0.000000 0 0 1 2911 0 2911 2911 0
## 545 1 NA 0.000000 1 1 0 2916 0 2746 2916 0
## 546 1 NA 0.000000 0 1 1 3038 0 2663 3038 0
## 547 0 NA 10.657280 1 1 1 3390 1 2940 3390 0
## 548 0 NA 0.000000 1 1 1 2700 0 2640 2700 0
## 549 0 NA 0.000000 0 1 1 2930 0 2930 2930 0
## 550 1 NA 6.908755 0 0 1 2955 0 2955 2955 0
## 551 0 NA 8.517393 1 1 0 3730 1 3595 3595 0
## 552 0 NA 0.000000 1 1 1 2905 0 2905 2905 0
## 553 1 NA 9.811976 0 1 1 2748 0 2533 2638 0
## 554 0 NA 0.000000 0 1 0 2840 1 2820 2820 0
## 555 1 NA 8.517393 1 0 1 3105 0 2755 3105 0
## 556 0 NA 9.648660 1 1 1 2851 0 2806 2851 0
## 557 0 NA 6.908755 1 1 0 4350 0 4200 4350 1
## 558 1 NA 10.657280 1 1 0 2613 1 2448 2613 0
## 559 1 NA 9.726214 1 1 0 4133 0 4095 4095 0
## 560 1 NA 0.000000 0 1 0 2415 1 2355 2355 0
## 561 0 NA 8.612685 0 1 0 4140 0 4050 4140 0
## 562 0 NA 0.000000 0 1 1 4395 1 3990 4170 1
## 563 1 NA 8.517393 0 1 1 4240 0 3975 3975 0
## 564 0 NA 0.000000 1 1 0 2768 0 2738 2768 0
## 565 0 NA 10.657280 0 1 0 3073 0 2848 3073 0
## 566 0 NA 0.000000 1 1 1 2968 1 2818 2968 0
## 567 1 NA 10.221980 1 1 0 3330 0 2470 2470 0
## 568 1 NA 0.000000 0 1 1 4250 0 3855 3895 0
## 569 0 NA 0.000000 1 1 1 3953 0 3803 3953 0
## 570 1 NA 10.633470 0 1 0 3480 0 2940 2940 0
## 571 1 NA 0.000000 1 0 0 3946 1 3791 3871 0
## 572 1 NA 9.695910 1 1 0 3815 0 3785 3785 0
## 573 1 NA 10.221980 1 1 0 3755 1 3755 3755 0
## 574 0 NA 0.000000 0 1 1 3745 1 3745 3745 0
## 575 0 NA 9.210441 1 1 1 3743 1 3743 3743 1
## 576 1 NA 0.000000 1 1 0 2293 0 2113 2293 0
## 577 0 NA 0.000000 1 1 1 5240 0 4350 5240 0
## 578 0 NA 0.000000 0 0 1 3915 0 3860 3860 0
## 579 1 NA 9.282754 1 1 0 2111 0 2053 2053 0
## 580 0 NA 0.000000 0 0 1 3858 0 3705 3705 0
## 581 1 NA 9.664660 0 0 0 4581 1 3703 3793 0
## 582 0 NA 9.940350 0 0 0 2471 0 2381 2471 0
## 583 1 NA 0.000000 1 0 1 3730 0 3670 3730 0
## 584 1 NA 8.517393 0 1 1 3655 0 3655 3655 0
## 585 0 NA 0.000000 0 1 0 3705 1 3650 3650 0
## 586 0 NA 0.000000 1 1 1 3718 1 3643 3643 0
## 587 0 NA 0.000000 0 1 1 3676 1 3638 3638 0
## 588 1 NA 9.664660 1 1 1 3776 0 3733 3733 0
## 589 1 NA 0.000000 1 1 1 3725 0 3725 3725 0
## 590 1 NA 8.817446 0 1 0 3788 0 3630 3780 0
## 591 0 NA 0.000000 1 0 0 3628 0 3628 3628 1
## 592 1 NA 0.000000 0 1 0 3933 0 3628 3708 0
## 593 0 NA 0.000000 0 1 1 4035 0 3800 4035 0
## 594 0 NA 8.517393 0 0 1 3665 0 3615 3615 1
## 595 1 NA 9.811976 1 1 1 3690 0 3600 3690 0
## 596 1 NA 8.853808 1 1 1 3598 0 3598 3598 0
## 597 1 NA 10.657280 1 1 0 1785 0 1740 1785 0
## 598 0 NA 0.000000 1 1 1 3726 1 3583 3706 1
## 599 0 NA 9.259226 1 1 1 3618 1 3580 3580 1
## 600 1 NA 0.000000 0 1 0 2700 0 2700 2700 0
## 601 0 NA 8.354910 0 1 1 3890 0 3565 3815 0
## 602 0 NA 7.601402 1 0 1 3550 0 3550 3550 1
## 603 0 NA 9.159152 0 1 1 3773 1 3548 3773 0
## 604 1 NA 0.000000 0 1 1 3543 1 3543 3543 0
## 605 1 NA 9.392745 1 1 1 3936 0 3538 3921 0
## 606 0 NA 0.000000 1 1 1 3530 1 3530 3530 0
## 607 1 NA 0.000000 1 1 0 3563 0 3525 3525 0
## 608 0 NA 8.160804 0 1 1 3635 0 3525 3560 1
## 609 1 NA 7.824446 1 1 1 3553 0 3523 3523 0
## 610 0 NA 9.940350 1 1 0 4625 0 3950 3950 0
## 611 0 NA 9.371694 1 1 1 4420 0 4420 4420 0
## 612 1 NA 0.000000 1 0 1 3991 1 3871 3991 0
## 613 0 NA 8.699681 0 1 1 3541 0 3503 3541 0
## 614 0 NA 9.741028 1 1 1 3924 0 3498 3724 0
## 615 0 NA 0.000000 1 1 1 4181 0 3488 4181 0
## 616 1 NA 0.000000 0 0 1 4245 1 3480 4005 1
## 617 0 NA 9.695910 1 1 0 3678 0 3478 3478 0
## 618 1 NA 8.817446 1 1 0 3468 0 3468 3468 0
## 619 0 NA 8.817446 0 1 1 3460 0 3460 3460 1
## 620 0 NA 9.159152 0 1 0 3513 0 3455 3513 0
## 621 0 NA 8.354910 0 1 1 1576 0 1546 1576 0
## 622 1 NA 8.466110 0 0 0 3435 0 3435 3435 0
## 623 0 NA 10.389030 1 1 1 3448 1 3433 3448 0
## 624 0 NA 0.000000 0 0 1 1380 0 755 1335 0
## 625 0 NA 9.371694 1 1 1 3423 0 3423 3423 0
## 626 1 NA 0.000000 1 1 1 3576 1 3423 3483 0
## 627 0 NA 8.922792 0 0 1 3940 0 3420 3895 0
## 628 1 NA 0.000000 1 1 1 2988 1 2793 2883 0
## 629 0 NA 9.741028 0 1 1 4147 0 3405 4147 0
## 630 0 NA 8.160804 1 1 1 3405 0 3405 3405 1
## 631 1 NA 10.175460 1 1 0 3395 1 3395 3395 0
## 632 1 NA 9.664660 1 1 1 3477 0 3391 3477 0
## 633 0 NA 9.371694 0 1 1 3615 0 3390 3390 0
## 634 1 NA 0.000000 1 1 0 4160 0 3935 4160 0
## 635 0 NA 0.000000 1 1 1 3678 0 3375 3660 0
## 636 0 NA 0.000000 0 0 1 3495 0 3360 3495 0
## 637 0 NA 8.612685 1 1 1 3360 1 3360 3360 0
## 638 1 NA 0.000000 1 1 0 3795 0 3355 3655 0
## 639 1 NA 0.000000 1 0 0 2655 0 2655 2655 0
## 640 1 NA 9.839003 1 1 0 3338 0 3338 3338 0
## 641 0 NA 9.235130 1 1 1 3338 0 3338 3338 0
## 642 0 NA 10.184940 1 1 0 3377 1 3330 3330 0
## 643 0 NA 9.528867 1 1 1 3326 0 3326 3326 0
## 644 0 NA 8.699681 1 1 1 3800 1 3315 3650 0
## 645 1 NA 0.000000 1 1 0 3315 1 3315 3315 0
## 646 0 NA 9.018089 0 1 1 3458 1 3310 3348 0
## 647 0 NA 9.964159 1 1 1 3505 0 3310 3505 0
## 648 0 NA 8.412055 1 1 1 3443 0 3308 3443 0
## 649 0 NA 0.000000 1 1 1 3308 0 3308 3308 0
## 650 0 NA 0.000000 1 1 0 3750 0 3295 3362 0
## 651 0 NA 0.000000 1 1 0 3520 0 3295 3295 1
## 652 0 NA 9.018089 0 1 0 3315 0 3285 3285 0
## 653 1 NA 9.210441 1 1 1 3285 0 3285 3285 0
## 654 0 NA 0.000000 0 0 0 3271 0 3271 3271 0
## 655 0 NA 0.000000 1 1 1 3418 0 3268 3268 0
## 656 1 NA 0.000000 1 1 0 3316 0 3261 3261 0
## 657 0 NA 9.018089 1 1 0 3298 1 3260 3260 0
## 658 0 NA 9.695910 0 1 1 3255 1 3255 3255 0
## 659 1 NA 9.865318 1 0 1 3368 0 3248 3368 0
## 660 1 NA 9.632401 0 0 0 3694 0 3236 3649 0
## 661 1 NA 9.664660 0 1 1 3820 0 3235 3685 0
## 662 0 NA 8.699681 1 1 0 3270 0 3230 3270 1
## 663 0 NA 0.000000 1 1 0 4538 1 3225 4538 0
## 664 1 NA 9.632401 1 1 0 3240 1 3225 3225 0
## 665 1 NA 6.908755 0 1 1 3837 0 3225 3777 0
## 666 0 NA 0.000000 1 1 1 3218 1 3218 3218 0
## 667 0 NA 9.741028 0 1 1 3243 0 3218 3218 0
## 668 0 NA 0.000000 1 1 1 3290 0 3210 3210 0
## 669 1 NA 0.000000 1 0 1 3638 0 3203 3203 0
## 670 1 NA 9.865318 1 1 1 3461 0 3201 3321 0
## 671 0 NA 9.282754 1 1 1 3200 0 3200 3200 0
## 672 1 NA 0.000000 1 1 1 3235 0 3195 3195 0
## 673 0 NA 0.000000 0 1 1 3250 0 3190 3250 0
## 674 0 NA 9.528867 0 1 1 3238 0 3188 3238 0
## 675 1 NA 0.000000 1 1 0 3233 1 3188 3188 0
## 676 1 NA 0.000000 1 1 0 3241 0 3181 3181 0
## 677 1 NA 10.175460 0 1 0 3426 0 3176 3176 0
## 678 0 NA 9.964159 1 1 1 3190 0 3175 3175 0
## 679 1 NA 9.210441 1 1 0 3720 0 3165 3300 0
## 680 0 NA 8.657129 1 0 1 3390 1 3390 3390 0
## 681 1 NA 10.657280 1 1 1 3630 0 3630 3630 0
## 682 1 NA 0.000000 1 1 0 3270 0 3150 3270 0
## 683 1 NA 0.000000 1 1 0 3190 1 3140 3140 0
## 684 0 NA 9.259226 1 1 0 3278 0 3135 3278 0
## 685 0 NA 0.000000 1 1 1 3653 0 3615 3615 0
## 686 0 NA 0.000000 0 1 1 3185 0 3110 3185 0
## 687 1 NA 0.000000 1 0 0 3193 0 3095 3095 0
## 688 1 NA 10.184940 0 1 1 3704 0 3090 3499 0
## 689 1 NA 9.328213 1 1 1 3298 0 3073 3298 0
## 690 1 NA 9.282754 0 0 0 3218 0 3068 3068 1
## 691 0 NA 7.719130 0 1 0 3363 0 3065 3140 0
## 692 0 NA 0.000000 1 1 1 4003 0 3573 3573 0
## 693 0 NA 9.328213 1 1 0 3330 0 3060 3330 0
## 694 1 NA 0.000000 0 0 1 3725 0 3040 3725 0
## 695 0 NA 7.824446 1 1 1 3174 0 3028 3116 0
## 696 0 NA 9.328213 1 1 1 3143 0 3023 3143 0
## 697 0 NA 9.371694 0 1 1 3023 0 3023 3023 0
## 698 1 NA 9.564583 0 1 0 3150 0 3015 3150 0
## 699 0 NA 0.000000 0 1 1 3233 0 3008 3173 1
## 700 0 NA 9.615872 1 1 0 3118 1 2993 2993 0
## 701 1 NA 9.282754 0 0 0 3180 0 2985 3105 1
## 702 1 NA 9.664660 0 1 1 3410 0 2985 3385 0
## 703 0 NA 0.000000 1 1 0 3535 0 3520 3535 0
## 704 0 NA 9.235130 0 1 1 3645 0 3510 3510 0
## 705 0 NA 9.210441 0 1 1 3088 1 2970 3000 1
## 706 0 NA 9.940350 0 1 0 3415 0 2970 3415 1
## spsepay spwrk75 totwrk union worknrm workscnd exper yngkid yrsmarr
## 1 0 0 3438 0 3438 0 14 0 13
## 2 0 0 5020 0 5020 0 11 0 0
## 3 20000 1 2815 0 2815 0 21 0 0
## 4 5000 1 3786 0 3786 0 12 0 12
## 5 2400 1 2580 0 2580 0 44 0 33
## 6 0 0 1205 0 0 1205 23 0 23
## 7 12000 1 2113 0 2113 0 17 1 0
## 8 0 0 3608 0 3608 0 28 0 24
## 9 0 0 2353 1 2353 0 9 0 11
## 10 6000 1 2851 0 2851 0 9 0 7
## 11 0 0 6415 0 6415 0 29 0 23
## 12 3000 1 370 0 370 0 1 0 4
## 13 3000 1 2438 0 2438 0 2 0 4
## 14 6000 1 2693 0 2693 0 37 0 0
## 15 9000 1 2526 0 2526 0 15 0 9
## 16 5000 1 2950 0 2950 0 5 0 4
## 17 3000 1 3003 0 3003 0 23 0 21
## 18 1000 1 4011 0 4011 0 17 1 17
## 19 0 0 2300 0 2300 0 35 0 26
## 20 0 0 1543 0 1543 0 22 0 22
## 21 0 0 3473 0 3473 0 23 0 0
## 22 8300 1 3276 0 3276 0 21 0 0
## 23 5200 1 2506 0 2506 0 35 0 31
## 24 0 0 2651 1 2651 0 10 0 0
## 25 8400 1 4580 0 4580 0 11 0 4
## 26 12000 1 3588 1 3588 0 35 0 0
## 27 0 0 3418 0 3418 0 9 0 4
## 28 0 0 2250 0 2250 0 17 0 0
## 29 400 1 2638 0 2638 0 18 1 6
## 30 0 0 3173 0 3173 0 41 0 0
## 31 4000 1 3446 0 3446 0 8 0 2
## 32 1300 1 3588 0 3588 0 2 0 1
## 33 0 0 2961 0 2961 0 6 0 0
## 34 4000 1 2778 0 2778 0 17 0 0
## 35 15000 1 3080 0 3080 0 10 0 5
## 36 0 0 3556 1 2493 1063 5 0 0
## 37 0 0 2788 0 2788 0 15 0 11
## 38 1500 1 1100 1 1100 0 29 0 22
## 39 0 0 3116 0 3116 0 9 1 7
## 40 0 0 2506 0 2506 0 8 0 0
## 41 0 0 2763 0 2763 0 10 0 13
## 42 4600 1 3048 0 3048 0 16 0 15
## 43 0 0 2511 0 2511 0 21 0 0
## 44 0 0 3268 0 3268 0 31 0 30
## 45 12000 1 3242 1 3242 0 39 0 35
## 46 0 0 2550 0 2550 0 23 0 19
## 47 6000 1 3188 1 2363 825 18 0 15
## 48 0 0 1555 1 1555 0 21 0 18
## 49 0 0 2743 0 2743 0 19 0 17
## 50 900 1 5043 0 5043 0 8 0 0
## 51 0 0 3570 0 3570 0 13 0 5
## 52 0 0 2883 0 2883 0 6 0 0
## 53 8066 1 2398 1 2398 0 4 0 2
## 54 0 0 2663 0 2663 0 7 1 10
## 55 0 0 2363 0 2363 0 2 0 0
## 56 0 0 1800 1 1800 0 4 0 0
## 57 15000 1 2700 0 2700 0 1 0 0
## 58 12000 1 3031 0 3031 0 10 0 5
## 59 0 0 2438 0 2438 0 6 1 7
## 60 18000 1 2620 0 2620 0 21 0 19
## 61 0 0 2698 0 2698 0 13 0 0
## 62 1575 1 2970 0 2970 0 36 0 28
## 63 7500 1 2430 0 2430 0 20 0 15
## 64 0 0 2250 0 2250 0 10 0 5
## 65 2200 1 2888 0 2888 0 33 0 26
## 66 0 0 1345 0 1345 0 32 0 28
## 67 0 0 2925 0 2925 0 31 0 0
## 68 0 0 3976 0 3976 0 37 0 0
## 69 13500 1 2205 0 2205 0 12 0 12
## 70 0 0 1208 1 1208 0 26 0 0
## 71 0 0 2905 1 2275 630 8 1 4
## 72 0 0 3825 0 3825 0 8 0 2
## 73 600 1 2348 0 2348 0 10 1 7
## 74 0 0 1825 0 1825 0 19 0 18
## 75 8500 1 2563 0 2563 0 18 0 15
## 76 12000 1 2576 0 2576 0 1 0 0
## 77 0 0 2275 0 2275 0 6 1 4
## 78 0 0 3595 0 3595 0 21 0 18
## 79 0 0 2575 0 2575 0 16 0 0
## 80 0 0 2843 0 2843 0 11 0 11
## 81 17000 1 2188 1 2188 0 13 0 8
## 82 6000 1 0 0 0 0 17 0 17
## 83 0 0 2248 0 2248 0 48 0 0
## 84 3000 1 2876 0 2876 0 25 0 23
## 85 0 0 2758 0 2758 0 12 1 9
## 86 8600 1 2578 0 2578 0 15 0 12
## 87 0 0 2163 0 2163 0 27 0 0
## 88 48000 1 4075 0 3175 900 14 0 12
## 89 0 0 2388 0 2388 0 29 0 27
## 90 13000 1 2048 0 1643 405 12 1 8
## 91 2500 1 2935 0 2935 0 40 0 39
## 92 0 0 2400 0 2400 0 16 1 6
## 93 0 0 2325 0 2325 0 29 0 0
## 94 0 0 2108 0 2108 0 14 0 0
## 95 350 1 2483 0 2483 0 31 0 24
## 96 0 0 1913 1 1913 0 13 0 14
## 97 0 0 1738 0 1738 0 18 0 17
## 98 0 0 3671 0 3671 0 16 1 5
## 99 0 0 3225 0 3225 0 18 0 11
## 100 600 1 4058 0 4058 0 9 1 9
## 101 11000 1 2713 0 2713 0 20 0 16
## 102 0 0 2982 0 2982 0 14 1 10
## 103 4500 1 3025 0 3025 0 17 0 13
## 104 9700 1 2213 1 2213 0 1 0 2
## 105 0 0 2125 0 2125 0 6 1 6
## 106 20000 1 2313 0 2313 0 29 0 0
## 107 0 0 3140 0 3140 0 22 0 22
## 108 15000 1 625 0 625 0 14 1 17
## 109 0 0 2350 0 2350 0 39 0 0
## 110 0 0 2745 1 2745 0 27 0 23
## 111 1200 1 2038 1 2038 0 38 0 0
## 112 0 0 2880 1 2880 0 26 0 0
## 113 2500 1 3331 0 3331 0 37 0 27
## 114 0 0 1175 1 1175 0 28 0 26
## 115 2000 1 1605 0 1125 480 48 0 42
## 116 0 0 3146 0 3146 0 12 1 9
## 117 0 0 3135 0 3135 0 18 0 6
## 118 11500 1 4065 0 4065 0 5 1 5
## 119 6000 1 2968 1 2968 0 30 0 24
## 120 0 0 2791 0 2791 0 10 0 0
## 121 8250 1 2398 0 2398 0 40 0 37
## 122 0 0 1588 1 1588 0 17 0 14
## 123 0 0 2611 0 2373 238 38 0 33
## 124 0 0 2948 0 2948 0 20 0 19
## 125 14000 1 3038 0 3038 0 5 0 2
## 126 0 0 1655 0 1655 0 30 0 20
## 127 0 0 2560 1 2560 0 32 0 25
## 128 0 0 1175 1 1175 0 6 0 0
## 129 0 0 1350 0 1350 0 10 1 6
## 130 14000 1 3598 0 3598 0 18 0 0
## 131 0 0 2638 0 2638 0 25 0 19
## 132 0 0 3230 0 3230 0 20 0 10
## 133 0 0 3311 0 3311 0 22 0 20
## 134 0 0 2218 1 2218 0 19 0 0
## 135 5500 1 3699 0 3699 0 21 0 14
## 136 17600 1 3569 0 3569 0 31 0 32
## 137 4500 1 1775 1 1775 0 22 0 20
## 138 12500 1 283 0 283 0 8 0 6
## 139 11000 1 400 0 400 0 7 0 0
## 140 800 1 3533 1 3533 0 20 1 10
## 141 5700 1 2638 0 2638 0 14 0 0
## 142 0 0 1175 0 1175 0 1 0 3
## 143 5000 1 2426 0 2426 0 38 0 28
## 144 4000 1 2113 0 2113 0 18 0 17
## 145 3500 1 2477 0 2477 0 4 1 0
## 146 17000 1 2375 1 2375 0 11 0 8
## 147 0 0 2813 0 2813 0 9 0 8
## 148 0 0 2625 0 2625 0 42 0 0
## 149 11000 1 3018 0 2800 218 38 0 33
## 150 0 0 4335 1 4335 0 17 0 0
## 151 14000 1 3105 0 3105 0 33 0 0
## 152 0 0 3194 0 3194 0 32 0 28
## 153 2700 1 2713 0 2713 0 17 0 18
## 154 0 0 2338 0 2338 0 30 0 20
## 155 6000 1 938 0 938 0 28 0 29
## 156 0 0 3151 1 2613 538 4 1 1
## 157 1000 1 0 1 0 0 34 0 29
## 158 3600 1 3695 0 3320 375 17 0 15
## 159 9500 1 2575 0 2575 0 34 0 27
## 160 0 0 2380 0 2380 0 10 0 1
## 161 0 0 2781 0 2781 0 19 0 0
## 162 350 1 2088 0 2088 0 6 1 4
## 163 1000 1 2892 1 2892 0 12 0 13
## 164 0 0 1188 0 1188 0 32 0 0
## 165 3500 1 2088 0 2088 0 31 0 30
## 166 5500 1 3480 0 3480 0 9 0 7
## 167 0 0 2588 0 2588 0 14 0 16
## 168 4800 1 2688 0 2688 0 10 0 9
## 169 19000 1 1445 0 1445 0 6 0 2
## 170 5400 1 3050 0 3050 0 26 0 22
## 171 7000 1 2250 0 2250 0 8 0 7
## 172 0 0 2763 0 2763 0 10 0 0
## 173 0 0 3008 0 3008 0 45 0 0
## 174 0 0 2941 0 2941 0 3 0 2
## 175 0 0 650 0 650 0 15 0 0
## 176 0 0 2700 0 2700 0 7 0 8
## 177 0 0 2775 0 2775 0 42 0 0
## 178 0 0 2313 0 2313 0 8 1 4
## 179 7000 1 3003 1 3003 0 19 0 14
## 180 0 0 2301 0 2301 0 4 0 1
## 181 0 0 1806 0 1806 0 15 0 14
## 182 0 0 2366 1 2366 0 10 0 0
## 183 0 0 2466 0 2466 0 7 1 0
## 184 3000 1 2648 1 2298 350 31 0 18
## 185 4000 1 2010 1 2010 0 14 0 9
## 186 0 0 1760 0 1760 0 7 1 7
## 187 11500 1 3135 0 3135 0 17 0 13
## 188 0 0 1485 0 1485 0 19 0 0
## 189 0 0 2463 1 2463 0 33 0 24
## 190 0 0 2351 0 2351 0 29 0 25
## 191 0 0 2975 1 2975 0 33 0 0
## 192 0 0 1283 1 1283 0 12 0 9
## 193 6000 1 2488 0 2488 0 24 0 19
## 194 7900 1 826 0 788 38 28 0 0
## 195 11000 1 2575 0 2575 0 22 0 0
## 196 0 0 2326 0 2326 0 44 0 0
## 197 7500 1 2700 1 2700 0 13 0 12
## 198 0 0 1350 1 1350 0 17 0 0
## 199 5750 1 1175 1 1175 0 5 0 3
## 200 14000 1 2353 1 2353 0 21 0 20
## 201 0 0 1563 0 1563 0 43 0 0
## 202 0 0 600 1 600 0 37 0 0
## 203 7000 1 2501 0 2501 0 32 0 25
## 204 12000 1 2250 0 2250 0 17 0 17
## 205 10000 1 1533 1 1533 0 34 0 0
## 206 12500 1 2513 0 2513 0 6 1 5
## 207 0 0 2896 0 2663 233 21 0 0
## 208 0 0 2550 0 2550 0 37 0 0
## 209 0 0 2747 0 2747 0 44 0 38
## 210 10000 1 2127 0 2127 0 23 0 22
## 211 0 0 1125 0 1125 0 10 0 8
## 212 10000 1 1125 0 1125 0 17 0 16
## 213 4000 1 3692 1 2642 1050 17 0 15
## 214 0 0 2225 0 2225 0 21 0 13
## 215 0 0 2375 0 2375 0 5 1 5
## 216 800 1 2100 0 2100 0 11 1 1
## 217 0 0 2243 1 2243 0 5 0 0
## 218 0 0 2275 0 2275 0 35 0 0
## 219 15000 1 2393 0 2393 0 29 0 0
## 220 11000 1 2408 0 2408 0 34 0 31
## 221 23000 1 2413 0 2413 0 12 0 12
## 222 13000 1 2420 0 2420 0 22 0 16
## 223 0 0 1263 1 1263 0 17 0 22
## 224 3000 1 2765 0 2765 0 12 1 11
## 225 8000 1 2100 0 2100 0 18 0 8
## 226 0 0 2425 0 2425 0 12 0 0
## 227 1500 1 3213 0 2338 875 19 0 17
## 228 8000 1 1200 1 1200 0 18 0 14
## 229 3746 1 2276 0 2276 0 13 0 8
## 230 1400 1 2475 0 2475 0 12 0 4
## 231 0 0 2300 0 2300 0 36 0 29
## 232 9000 1 2188 0 2188 0 19 0 18
## 233 0 0 2313 1 2313 0 11 0 10
## 234 2500 1 2300 0 2300 0 16 0 2
## 235 0 0 2828 0 2438 390 20 0 19
## 236 1500 1 2200 0 2200 0 6 0 5
## 237 0 0 3748 0 3748 0 32 0 26
## 238 4500 1 2681 1 2681 0 23 0 14
## 239 21000 1 1860 0 1860 0 14 0 18
## 240 9000 1 4325 1 4325 0 42 0 0
## 241 1100 1 2313 0 2313 0 21 0 16
## 242 0 0 3411 0 3411 0 32 0 0
## 243 4000 1 2075 0 2075 0 10 0 12
## 244 0 0 2587 1 2587 0 20 0 0
## 245 4000 1 2975 1 2975 0 46 0 23
## 246 0 0 2125 0 2125 0 13 0 11
## 247 9000 1 2628 1 2628 0 38 0 35
## 248 0 0 2388 1 2388 0 33 0 0
## 249 2400 1 2866 0 2866 0 43 0 39
## 250 0 0 2173 0 2173 0 6 0 0
## 251 0 0 2450 0 2450 0 42 0 0
## 252 0 0 1613 0 1613 0 9 0 5
## 253 6600 1 3150 0 3150 0 30 0 0
## 254 9000 1 1350 0 1350 0 7 0 4
## 255 0 0 700 1 700 0 10 1 9
## 256 0 0 2250 0 2250 0 34 0 0
## 257 18000 1 1955 0 1955 0 10 1 8
## 258 0 0 2125 1 2125 0 14 1 7
## 259 0 0 938 0 338 600 11 1 6
## 260 0 0 3869 1 3869 0 29 0 27
## 261 300 1 2450 1 2450 0 5 1 2
## 262 22000 1 2353 0 2353 0 26 0 0
## 263 0 0 2563 0 2563 0 11 0 10
## 264 10000 1 1863 0 1863 0 9 0 5
## 265 0 0 2143 0 2143 0 52 0 0
## 266 17000 1 1571 0 1571 0 8 1 8
## 267 6000 1 2571 0 2571 0 32 0 32
## 268 0 0 1818 0 1818 0 7 1 8
## 269 3700 1 0 0 0 0 31 0 27
## 270 0 0 2250 0 2250 0 7 1 4
## 271 25000 1 2313 0 2313 0 40 0 34
## 272 0 0 835 1 835 0 23 0 0
## 273 0 0 2830 0 2830 0 22 1 5
## 274 0 0 2226 1 2226 0 38 0 0
## 275 0 0 2325 0 2325 0 30 0 25
## 276 0 0 2140 1 2140 0 36 0 0
## 277 7500 1 2592 0 2592 0 8 1 10
## 278 6000 1 2313 1 2313 0 9 0 5
## 279 11000 1 2263 0 2263 0 11 0 9
## 280 800 1 2100 0 2100 0 7 0 6
## 281 0 0 1075 1 1075 0 22 0 17
## 282 1000 1 2238 0 2238 0 6 1 6
## 283 0 0 1168 0 1168 0 8 0 0
## 284 1800 1 1900 0 1900 0 39 0 24
## 285 0 0 2376 0 2376 0 14 0 10
## 286 9000 1 1800 0 1200 600 11 1 5
## 287 1000 1 2965 1 1628 1337 14 0 14
## 288 0 0 3466 0 3466 0 6 1 4
## 289 3000 1 1538 0 1538 0 32 0 25
## 290 0 0 2600 1 2600 0 21 0 0
## 291 7500 1 1675 1 1675 0 6 0 4
## 292 0 0 1113 1 1113 0 13 1 9
## 293 0 0 2400 1 2400 0 7 1 7
## 294 0 0 2288 1 2288 0 31 0 25
## 295 0 0 2226 0 2226 0 39 0 37
## 296 0 0 2001 0 2001 0 26 0 23
## 297 18750 1 2480 0 2480 0 17 0 0
## 298 0 0 2588 0 2588 0 16 0 0
## 299 8000 1 1213 0 1213 0 9 1 5
## 300 0 0 1650 0 1650 0 14 0 10
## 301 0 0 2263 1 2263 0 44 0 30
## 302 11000 1 2163 0 2163 0 4 1 10
## 303 6000 1 958 0 958 0 39 0 34
## 304 0 0 3185 0 3185 0 5 0 0
## 305 0 0 0 0 0 0 31 0 0
## 306 1200 1 2931 1 2931 0 7 0 1
## 307 0 0 1138 0 1138 0 29 0 0
## 308 0 0 2363 0 2363 0 11 1 6
## 309 13200 1 1298 0 1298 0 2 0 3
## 310 2500 1 3103 0 3103 0 43 0 36
## 311 0 0 3261 0 3261 0 23 0 13
## 312 5500 1 2755 1 2755 0 15 0 7
## 313 0 0 2488 0 2488 0 19 1 13
## 314 0 0 2058 0 2058 0 40 0 0
## 315 0 0 2695 0 2695 0 11 1 9
## 316 3500 1 2113 0 2113 0 1 0 2
## 317 5600 1 1538 0 1538 0 29 0 7
## 318 0 0 1323 0 1323 0 29 0 29
## 319 15000 1 0 0 0 0 27 0 26
## 320 4000 1 2735 1 2105 630 30 0 27
## 321 0 0 3225 0 3225 0 18 0 15
## 322 10000 1 2375 0 2375 0 36 0 27
## 323 0 0 1762 0 1762 0 7 0 1
## 324 0 0 2601 0 2601 0 33 0 0
## 325 0 0 2513 0 2513 0 10 1 6
## 326 0 0 1755 0 1755 0 20 0 0
## 327 0 0 2288 0 2288 0 10 0 4
## 328 0 0 2640 0 2640 0 11 0 7
## 329 0 0 2518 0 2518 0 10 1 0
## 330 0 0 1880 1 1830 50 8 0 5
## 331 9000 1 2438 0 2438 0 36 0 34
## 332 10000 1 2551 1 2551 0 13 0 12
## 333 14000 1 2300 1 2300 0 37 0 29
## 334 0 0 2996 1 2996 0 2 0 0
## 335 2000 1 2513 0 2513 0 7 0 4
## 336 0 0 2300 0 2300 0 39 0 15
## 337 1100 1 2656 0 2656 0 8 0 5
## 338 8000 1 1920 1 1920 0 3 0 1
## 339 2000 1 1275 1 1275 0 22 0 20
## 340 0 0 465 0 465 0 36 0 34
## 341 10500 1 1125 0 1125 0 2 1 5
## 342 0 0 1050 0 1050 0 14 0 15
## 343 50000 1 2850 0 2850 0 26 0 25
## 344 0 0 2250 0 2250 0 26 0 0
## 345 3500 1 2451 0 2076 375 5 0 2
## 346 0 0 2463 0 2463 0 17 0 15
## 347 11000 1 2150 0 2150 0 34 0 31
## 348 5000 1 2325 1 2325 0 22 0 16
## 349 1100 1 3273 0 3273 0 34 0 0
## 350 0 0 2203 0 2203 0 6 1 0
## 351 22000 1 1853 0 1853 0 10 1 13
## 352 0 0 3616 1 3616 0 10 0 0
## 353 0 0 1963 0 1963 0 40 0 38
## 354 0 0 1126 0 1126 0 41 0 0
## 355 0 0 2450 0 2450 0 13 0 0
## 356 7950 1 1125 0 1125 0 7 0 3
## 357 0 0 3996 0 3996 0 18 0 13
## 358 0 0 3071 1 3071 0 30 0 24
## 359 0 0 2325 0 2325 0 25 0 0
## 360 11000 1 2253 0 2253 0 29 0 26
## 361 0 0 2263 0 2263 0 11 0 0
## 362 0 0 2206 0 2151 55 8 0 0
## 363 7000 1 2711 1 2711 0 7 1 4
## 364 13000 1 1263 0 1263 0 46 0 42
## 365 4000 1 1960 0 1960 0 0 0 2
## 366 0 0 1470 0 1470 0 13 0 0
## 367 0 0 2980 0 2980 0 12 1 7
## 368 0 0 2085 0 2085 0 26 0 12
## 369 0 0 2270 0 2270 0 11 0 0
## 370 0 0 3391 1 3391 0 24 0 17
## 371 0 0 1660 0 1660 0 2 0 0
## 372 8250 1 2450 0 2450 0 7 0 8
## 373 15000 1 1163 0 1163 0 29 0 31
## 374 0 0 1288 0 1288 0 29 0 13
## 375 4750 1 2485 0 2425 60 20 0 9
## 376 8000 1 2050 0 2050 0 9 0 0
## 377 14000 1 1038 0 1038 0 35 0 28
## 378 11500 1 1213 1 1213 0 9 0 8
## 379 26000 1 1558 1 1558 0 8 0 5
## 380 13000 1 1175 1 1175 0 30 0 24
## 381 12000 1 0 0 0 0 10 0 7
## 382 11000 1 0 1 0 0 9 1 4
## 383 9000 1 2460 0 2250 210 29 0 27
## 384 8000 1 2325 0 2325 0 13 0 11
## 385 8400 1 2488 0 2488 0 15 0 14
## 386 12000 1 2288 1 2288 0 37 0 35
## 387 0 0 2251 0 2251 0 6 0 5
## 388 7500 1 1173 1 1173 0 1 0 3
## 389 6000 1 2946 0 2946 0 25 0 22
## 390 8000 1 1150 1 1150 0 8 0 9
## 391 0 0 2193 0 2193 0 5 0 0
## 392 0 0 2663 0 2513 150 16 0 13
## 393 16500 1 2413 1 2413 0 15 0 15
## 394 0 0 2475 0 2475 0 48 0 0
## 395 0 0 2050 0 2050 0 15 0 17
## 396 0 0 2575 1 2575 0 11 0 4
## 397 0 0 2170 1 2170 0 26 0 19
## 398 7500 1 1763 0 1763 0 33 0 32
## 399 0 0 2525 0 2525 0 37 0 0
## 400 0 0 3226 1 3226 0 35 0 0
## 401 13000 1 0 0 0 0 25 0 24
## 402 6000 1 2173 0 2173 0 10 0 9
## 403 7000 1 2843 0 2843 0 5 0 4
## 404 9360 1 2568 0 2568 0 6 0 0
## 405 9000 1 913 0 913 0 13 0 9
## 406 12000 1 1497 0 1497 0 10 1 0
## 407 13800 1 2686 0 2686 0 5 0 4
## 408 15000 1 75 0 0 75 5 0 2
## 409 23000 1 2325 0 2325 0 31 0 27
## 410 0 0 2538 0 2538 0 5 0 0
## 411 0 0 2038 0 2038 0 1 0 0
## 412 10000 1 2025 1 2025 0 14 0 12
## 413 0 0 2205 0 2205 0 22 0 0
## 414 0 0 1838 0 1838 0 17 1 14
## 415 13000 1 1570 1 1570 0 6 0 4
## 416 15000 1 1125 0 1125 0 15 0 0
## 417 0 0 2388 0 2388 0 18 0 16
## 418 0 0 1830 0 1830 0 6 0 0
## 419 0 0 2163 1 2163 0 12 1 9
## 420 13500 1 1370 0 1370 0 2 0 3
## 421 12000 1 3075 0 3075 0 3 0 3
## 422 0 0 2505 1 2505 0 16 0 0
## 423 17000 1 2146 0 2146 0 34 0 27
## 424 600 1 1975 0 1975 0 4 1 3
## 425 0 0 1650 0 1650 0 15 1 7
## 426 6000 1 2775 0 2658 117 3 0 2
## 427 0 0 2380 1 2380 0 8 0 0
## 428 0 0 1321 0 1013 308 47 0 35
## 429 8100 1 2458 0 2458 0 14 0 0
## 430 0 0 3170 1 3170 0 11 1 2
## 431 0 0 360 0 360 0 47 0 0
## 432 0 0 750 0 750 0 22 0 16
## 433 5250 1 2100 0 2100 0 32 0 0
## 434 18500 1 2368 1 2318 50 35 0 35
## 435 0 0 1325 0 1325 0 1 0 1
## 436 11900 1 2451 0 2451 0 9 0 4
## 437 18500 1 1993 1 1993 0 10 0 10
## 438 0 0 2533 1 2533 0 11 0 6
## 439 6000 1 1671 0 1671 0 12 0 7
## 440 0 0 1950 0 1950 0 11 0 0
## 441 3000 1 1313 0 1313 0 20 0 16
## 442 0 0 1813 0 1813 0 7 0 0
## 443 360 1 2049 0 2049 0 19 0 7
## 444 14500 1 1963 0 1963 0 26 0 22
## 445 0 0 0 0 0 0 48 0 41
## 446 1500 1 2288 0 2288 0 36 0 32
## 447 0 0 2195 0 2195 0 3 0 0
## 448 0 0 2088 0 2088 0 24 0 0
## 449 0 0 2100 0 2100 0 14 0 0
## 450 0 0 2606 0 2606 0 5 0 0
## 451 12000 1 1875 0 1875 0 14 0 14
## 452 20000 1 2351 0 2351 0 37 0 34
## 453 27000 1 2300 1 2300 0 31 0 29
## 454 0 0 2126 0 2126 0 12 0 0
## 455 0 0 515 0 515 0 10 1 0
## 456 0 0 2560 0 2560 0 42 0 38
## 457 0 0 2026 1 2026 0 16 0 0
## 458 9500 1 2100 1 2100 0 11 0 8
## 459 0 0 1673 0 1223 450 25 0 0
## 460 20000 1 2275 0 2275 0 29 0 7
## 461 20000 1 2750 0 2750 0 16 0 16
## 462 16000 1 2178 0 2178 0 27 0 25
## 463 11800 1 1208 0 1208 0 39 0 39
## 464 11000 1 1175 0 1175 0 27 0 0
## 465 19000 1 0 0 0 0 31 0 32
## 466 0 0 2193 0 2193 0 6 1 0
## 467 14000 1 2288 1 2288 0 17 0 14
## 468 19000 1 0 0 0 0 24 0 23
## 469 0 0 2013 0 2013 0 42 0 0
## 470 0 0 2138 0 2138 0 31 0 0
## 471 15000 1 2233 1 2233 0 21 0 16
## 472 0 0 1905 0 1905 0 14 0 14
## 473 18000 1 375 1 375 0 37 0 37
## 474 16000 1 1538 1 1538 0 30 0 27
## 475 18000 1 788 0 788 0 12 0 15
## 476 0 0 2293 0 2293 0 17 0 0
## 477 0 0 838 0 838 0 25 0 0
## 478 0 0 2866 0 2866 0 17 1 11
## 479 13500 1 2031 0 2031 0 40 0 36
## 480 14000 1 1738 0 1738 0 29 0 26
## 481 0 0 1525 0 1525 0 22 0 21
## 482 12000 1 330 0 330 0 5 0 2
## 483 0 0 2570 0 2570 0 14 0 0
## 484 13000 1 1093 0 1093 0 16 0 16
## 485 18000 1 2805 1 2805 0 36 0 23
## 486 13000 1 825 0 825 0 33 0 0
## 487 24000 1 68 0 68 0 13 0 15
## 488 37000 1 3203 0 3203 0 31 0 30
## 489 24000 1 1553 1 1553 0 15 0 15
## 490 2613 1 1025 0 1025 0 31 0 26
## 491 0 0 2701 0 1776 925 30 0 24
## 492 14300 1 125 0 125 0 10 0 7
## 493 0 0 0 0 0 0 46 0 35
## 494 0 0 375 0 375 0 43 0 0
## 495 0 0 1920 0 1920 0 14 0 0
## 496 0 0 1408 0 1408 0 17 0 16
## 497 18000 1 1995 1 1995 0 25 0 22
## 498 8000 1 1600 0 1600 0 2 0 3
## 499 16000 1 1243 0 1243 0 16 0 19
## 500 0 0 1988 0 1988 0 37 0 34
## 501 15000 1 0 0 0 0 7 0 5
## 502 12000 1 375 0 375 0 35 0 33
## 503 34000 1 1051 0 1051 0 22 0 21
## 504 16000 1 1733 0 1733 0 38 0 27
## 505 0 0 363 0 363 0 52 0 0
## 506 18500 1 1230 0 1230 0 4 1 5
## 507 7000 1 1816 1 1816 0 14 1 10
## 508 0 0 625 0 625 0 44 0 0
## 509 0 0 0 0 0 0 43 0 0
## 510 13500 1 0 1 0 0 13 0 9
## 511 12000 1 588 0 288 300 39 0 39
## 512 6000 1 1050 0 1050 0 17 0 18
## 513 13000 1 800 0 800 0 4 1 6
## 514 28000 1 900 0 900 0 26 0 25
## 515 21000 1 638 0 638 0 5 0 6
## 516 0 0 1751 0 1751 0 25 0 0
## 517 17000 1 900 0 900 0 31 0 24
## 518 20000 1 900 0 900 0 30 0 27
## 519 7500 1 388 0 388 0 8 0 4
## 520 1500 1 305 0 305 0 4 1 6
## 521 10020 1 808 0 808 0 22 0 22
## 522 12000 1 875 0 875 0 20 0 16
## 523 14500 1 613 0 613 0 22 0 22
## 524 9500 1 1183 0 1183 0 12 1 6
## 525 11000 1 1050 0 1050 0 8 1 9
## 526 15000 1 520 0 520 0 18 0 19
## 527 27000 1 353 0 353 0 10 0 14
## 528 5000 1 2700 0 2700 0 10 1 11
## 529 8570 1 0 0 0 0 7 0 0
## 530 11000 1 0 0 0 0 5 0 6
## 531 0 0 0 0 0 0 55 0 43
## 532 35000 1 0 0 0 0 16 0 18
## 533 0 0 2443 0 2403 40 11 0 14
## 534 0 0 995 0 995 0 23 0 22
## 535 0 0 1975 0 1975 0 37 0 29
## 536 16000 1 1313 0 1313 0 7 0 5
## 537 0 0 4000 0 4000 0 21 0 20
## 538 200 1 3518 0 3518 0 18 0 18
## 539 1000 1 188 0 188 0 37 0 26
## 540 12000 1 0 0 0 0 10 1 10
## 541 0 0 3438 0 3438 0 23 0 21
## 542 3500 1 1150 0 1150 0 32 0 28
## 543 0 0 2880 0 2880 0 45 0 0
## 544 0 0 2100 0 2100 0 34 0 0
## 545 0 0 2740 1 2740 0 15 0 7
## 546 0 0 0 1 0 0 32 0 28
## 547 3500 1 2475 0 2475 0 17 0 12
## 548 2000 1 3180 0 3180 0 5 1 5
## 549 14000 1 1950 1 1950 0 11 0 13
## 550 0 0 2225 1 2225 0 6 0 0
## 551 0 0 2478 0 2478 0 42 0 38
## 552 0 0 3648 0 3648 0 9 1 7
## 553 20000 1 1565 0 1565 0 24 0 24
## 554 25000 1 3615 0 3615 0 11 0 0
## 555 0 0 2705 0 2705 0 12 0 0
## 556 13000 1 2476 1 2476 0 13 1 9
## 557 0 0 0 0 0 0 54 0 36
## 558 0 0 3325 0 3325 0 19 0 16
## 559 5000 1 1413 0 1413 0 14 0 14
## 560 11300 1 2726 0 2726 0 34 0 30
## 561 6000 1 0 1 0 0 5 0 3
## 562 0 0 1725 0 1725 0 43 0 38
## 563 8000 1 0 0 0 0 10 0 7
## 564 0 0 2475 1 2475 0 25 0 18
## 565 13000 1 638 0 638 0 2 0 1
## 566 0 0 2505 0 2505 0 14 0 12
## 567 0 0 2026 0 2026 0 16 0 17
## 568 65000 1 360 0 360 0 10 0 5
## 569 0 0 2446 1 2446 0 32 0 22
## 570 75000 1 1725 0 1725 0 18 0 19
## 571 0 0 2808 0 2808 0 13 0 0
## 572 0 0 800 0 800 0 13 0 8
## 573 0 0 1138 0 0 1138 36 0 32
## 574 0 0 900 0 900 0 48 0 36
## 575 0 0 3118 1 2068 1050 31 0 22
## 576 0 0 2488 0 2488 0 13 0 4
## 577 0 0 480 1 480 0 42 0 38
## 578 0 0 1334 0 1334 0 10 0 0
## 579 8000 1 2276 0 2213 63 14 1 0
## 580 0 0 940 0 940 0 14 0 0
## 581 0 0 2948 0 2948 0 12 0 0
## 582 0 0 2760 1 2760 0 15 0 0
## 583 0 0 2175 0 2175 0 18 0 0
## 584 28000 1 460 0 460 0 25 0 29
## 585 0 0 1773 0 1773 0 18 0 18
## 586 0 0 3085 0 3085 0 11 0 10
## 587 0 0 1375 0 1375 0 10 0 10
## 588 9000 1 2288 0 2288 0 6 1 4
## 589 0 0 2616 1 2616 0 29 0 23
## 590 8400 1 875 1 875 0 3 0 3
## 591 0 0 0 1 0 0 45 0 0
## 592 0 0 1013 0 1013 0 6 0 4
## 593 0 0 1925 1 1925 0 41 0 22
## 594 0 0 2443 0 2443 0 5 0 0
## 595 5000 1 2163 0 2163 0 24 0 24
## 596 0 0 2376 1 2376 0 36 0 0
## 597 0 0 2909 0 2909 0 28 0 23
## 598 0 0 2508 0 2508 0 46 0 41
## 599 0 0 3166 0 3166 0 26 0 17
## 600 0 0 2206 0 2206 0 13 0 4
## 601 4500 1 2150 0 2150 0 30 0 28
## 602 0 0 2455 0 2455 0 2 0 0
## 603 0 0 113 0 113 0 14 0 0
## 604 50000 1 1088 0 1088 0 21 0 7
## 605 0 0 2388 0 2388 0 34 0 30
## 606 8000 1 4805 0 4805 0 19 0 0
## 607 0 0 1933 0 1873 60 6 0 4
## 608 0 0 1950 0 1950 0 40 0 35
## 609 0 0 1971 1 1971 0 31 0 0
## 610 0 0 500 1 500 0 14 0 9
## 611 0 0 2450 0 2450 0 22 0 19
## 612 0 0 2050 0 2050 0 24 0 0
## 613 7000 1 950 1 950 0 8 0 0
## 614 6600 1 1015 0 1013 2 41 0 37
## 615 0 0 1715 0 1715 0 36 0 31
## 616 0 0 1113 0 1113 0 10 0 0
## 617 0 0 1200 0 1200 0 39 0 36
## 618 10700 1 2871 1 2871 0 4 0 3
## 619 0 0 2250 0 2250 0 41 0 30
## 620 0 0 2828 0 2828 0 9 0 3
## 621 0 0 3316 0 3316 0 18 0 20
## 622 0 0 0 0 0 0 35 0 0
## 623 0 0 745 0 745 0 49 0 43
## 624 0 0 2663 0 2588 75 5 0 0
## 625 0 0 3338 0 3338 0 13 0 14
## 626 35000 1 1588 0 1588 0 47 0 7
## 627 0 0 830 0 830 0 9 0 0
## 628 12000 1 1273 1 1273 0 21 0 0
## 629 0 0 2145 1 2145 0 24 0 0
## 630 0 0 1875 0 1875 0 44 0 35
## 631 22000 1 1988 0 1988 0 9 0 9
## 632 1300 1 2895 0 2895 0 32 0 18
## 633 9400 1 583 0 583 0 34 0 26
## 634 0 0 163 0 163 0 36 0 29
## 635 0 0 2905 1 2905 0 22 0 18
## 636 0 0 3135 0 3135 0 32 0 0
## 637 0 0 3075 0 3075 0 34 0 26
## 638 9000 1 0 1 0 0 8 1 9
## 639 2000 1 2688 1 2613 75 6 0 0
## 640 0 0 2263 0 2263 0 26 0 16
## 641 4000 1 2588 0 2588 0 24 0 17
## 642 0 0 3148 0 3148 0 19 0 18
## 643 14000 1 2468 1 2468 0 23 0 22
## 644 5980 1 1525 0 1150 375 13 0 0
## 645 0 0 2948 0 2948 0 17 0 12
## 646 12000 1 0 0 0 0 7 0 10
## 647 0 0 2826 0 2826 0 31 0 9
## 648 0 0 2326 1 2326 0 27 0 10
## 649 8250 1 2820 1 2820 0 2 0 0
## 650 0 0 2513 0 2513 0 39 0 32
## 651 0 0 3171 0 3171 0 17 0 15
## 652 17000 1 1325 0 1325 0 8 0 10
## 653 0 0 2493 0 2493 0 34 0 0
## 654 0 0 3441 0 3441 0 2 0 0
## 655 0 0 1238 0 1238 0 44 0 36
## 656 0 0 2588 0 2588 0 29 0 30
## 657 8400 1 3590 0 3590 0 10 0 10
## 658 12000 1 1548 0 1548 0 22 0 22
## 659 0 0 3190 0 3190 0 10 0 0
## 660 0 0 2350 0 2350 0 3 0 0
## 661 0 0 0 0 0 0 8 1 4
## 662 5200 1 2150 0 2150 0 2 0 2
## 663 0 0 2535 0 2535 0 20 0 18
## 664 7600 1 638 0 638 0 17 0 16
## 665 0 0 2260 0 2260 0 41 0 0
## 666 0 0 3275 0 2085 1190 24 1 18
## 667 12600 1 1013 0 1013 0 41 0 37
## 668 0 0 2433 0 2433 0 10 0 10
## 669 0 0 2450 0 2450 0 26 0 0
## 670 9000 1 2298 0 2298 0 34 0 32
## 671 0 0 2363 0 2363 0 43 0 39
## 672 0 0 1578 1 1578 0 18 0 0
## 673 0 0 2500 0 2500 0 36 0 31
## 674 14500 1 2526 1 2526 0 23 0 22
## 675 0 0 2538 0 2538 0 20 0 17
## 676 0 0 2393 0 2393 0 21 1 12
## 677 20000 1 2163 0 2163 0 8 0 9
## 678 0 0 3481 1 3481 0 23 0 19
## 679 9000 1 2163 0 2163 0 8 0 5
## 680 0 0 3421 0 3338 83 5 0 0
## 681 0 0 2300 0 2300 0 34 0 33
## 682 0 0 1188 0 1188 0 41 0 36
## 683 10000 1 2666 1 2666 0 28 0 0
## 684 7500 1 1538 0 1538 0 11 0 5
## 685 0 0 1888 0 1888 0 16 1 2
## 686 0 0 0 0 0 0 1 1 5
## 687 0 0 2293 0 2293 0 10 0 0
## 688 30000 1 538 0 538 0 25 0 0
## 689 17500 1 2351 1 2351 0 34 0 27
## 690 0 0 2373 0 2373 0 13 0 0
## 691 8500 1 2148 0 2148 0 3 1 4
## 692 0 0 2013 0 2013 0 9 0 2
## 693 2500 1 2603 0 2603 0 32 0 22
## 694 0 0 1510 1 1510 0 7 1 0
## 695 0 0 2513 0 2513 0 22 0 19
## 696 0 0 2418 0 2418 0 7 1 5
## 697 0 0 2281 0 2281 0 14 0 14
## 698 0 0 1183 1 1183 0 31 0 28
## 699 0 0 2275 0 2275 0 36 0 29
## 700 0 0 2725 0 2725 0 38 0 30
## 701 0 0 2388 0 2388 0 10 0 0
## 702 16000 1 2026 0 2026 0 27 0 18
## 703 0 0 675 1 465 210 18 0 4
## 704 12000 1 1851 0 1851 0 19 0 17
## 705 35000 1 1961 1 1481 480 31 0 22
## 706 0 0 2363 0 2363 0 8 1 9
## hrwage agesq
## 1 7.0700035 1024
## 2 1.4299994 961
## 3 20.5299969 1936
## 4 9.6199980 900
## 5 2.7500002 4096
## 6 19.2499981 1681
## 7 1.4399998 1225
## 8 15.0100069 2209
## 9 4.3299975 1024
## 10 2.9599991 900
## 11 2.4000008 1849
## 12 1.2299998 529
## 13 1.2299998 576
## 14 5.6100016 2304
## 15 3.1300001 1089
## 16 2.3099988 529
## 17 9.9000034 2116
## 18 3.9599998 1369
## 19 3.2999985 2809
## 20 14.8500013 2025
## 21 35.5099869 2116
## 22 5.3299990 1600
## 23 3.2700000 2809
## 24 5.0600023 841
## 25 2.4900007 841
## 26 5.3199987 2809
## 27 2.6899996 784
## 28 2.6899996 1225
## 29 2.9599991 1296
## 30 3.4600015 3481
## 31 3.4600015 676
## 32 4.2300000 576
## 33 4.8099995 784
## 34 24.6299934 1521
## 35 19.2499981 1089
## 36 3.8499994 784
## 37 7.6999969 1089
## 38 5.3899980 2209
## 39 4.6200013 961
## 40 3.8499994 676
## 41 5.3899980 961
## 42 7.6999969 1444
## 43 2.1599994 1936
## 44 6.0800014 2401
## 45 5.7699995 3136
## 46 5.7699995 1681
## 47 5.7699995 1296
## 48 7.4199996 1296
## 49 4.3299975 1369
## 50 4.5400000 529
## 51 3.2999985 841
## 52 4.7399993 841
## 53 3.3900001 676
## 54 7.3499975 841
## 55 3.1500018 625
## 56 1.0499998 576
## 57 8.4000025 529
## 58 5.4600010 784
## 59 5.4600010 841
## 60 8.4000025 1521
## 61 2.7999988 961
## 62 4.2800002 2500
## 63 3.0500011 1296
## 64 2.4399998 784
## 65 5.1799994 2500
## 66 7.9900022 2500
## 67 5.9999971 2500
## 68 3.2299995 3025
## 69 3.2299995 1156
## 70 5.9999971 1936
## 71 5.7699995 900
## 72 2.7699990 529
## 73 5.5400028 1024
## 74 8.3100033 1600
## 75 2.7699990 1156
## 76 5.5400028 529
## 77 5.5400028 576
## 78 5.5400028 1521
## 79 7.8500032 1521
## 80 7.8500032 1089
## 81 7.8500032 961
## 82 2.5399997 1369
## 83 1.2700001 3600
## 84 7.6199975 1849
## 85 7.3900023 1156
## 86 4.6200013 1369
## 87 16.1700058 2500
## 88 2.3099988 1024
## 89 6.9300017 2209
## 90 6.9300017 1225
## 91 4.6200013 3844
## 92 11.5500069 1444
## 93 8.3300047 2601
## 94 4.9900002 1024
## 95 4.8700004 2401
## 96 6.4699998 1296
## 97 6.4699998 1681
## 98 2.0800002 1156
## 99 4.1599998 1296
## 100 4.1599998 961
## 101 5.2699981 1444
## 102 3.7000008 1024
## 103 3.7000008 1225
## 104 2.6599998 529
## 105 1.3900003 729
## 106 0.9600000 2209
## 107 1.9199996 1521
## 108 1.4399998 1156
## 109 2.5999987 2704
## 110 6.2500033 2025
## 111 5.7699995 3721
## 112 5.7699995 1936
## 113 5.7699995 2601
## 114 4.8099995 2401
## 115 4.8099995 4096
## 116 9.6199980 900
## 117 9.6199980 1296
## 118 4.3299975 676
## 119 8.6600027 1936
## 120 4.0900002 784
## 121 32.4799805 3481
## 122 5.4000001 1225
## 123 3.6100008 3136
## 124 7.2200007 1444
## 125 7.2200007 784
## 126 3.3700008 2500
## 127 6.7400002 2116
## 128 3.5400009 784
## 129 2.8900015 784
## 130 1.6600007 1296
## 131 10.3200026 2209
## 132 3.4399984 1600
## 133 12.7799931 1764
## 134 4.6699996 1681
## 135 5.8999982 1936
## 136 2.4599993 2809
## 137 4.0200005 1521
## 138 0.5099998 676
## 139 1.0600001 625
## 140 2.0500004 1024
## 141 2.8200002 1024
## 142 2.8200002 576
## 143 3.5899992 3136
## 144 3.5899992 1156
## 145 4.3599997 529
## 146 8.7199974 841
## 147 5.1300015 729
## 148 5.1300015 3364
## 149 5.1300015 3136
## 150 6.6700006 1369
## 151 6.6700006 2601
## 152 6.2599988 2500
## 153 8.2100019 1521
## 154 8.2100019 2304
## 155 11.2899961 2500
## 156 7.6999969 676
## 157 6.1600013 2601
## 158 7.6999969 1521
## 159 3.0800014 2916
## 160 3.8499994 784
## 161 4.6200013 1369
## 162 4.6200013 676
## 163 6.1600013 1225
## 164 4.6200013 2809
## 165 15.3999901 2809
## 166 6.1600013 729
## 167 9.6000004 1369
## 168 3.5800006 784
## 169 5.6500025 841
## 170 5.6500025 1936
## 171 2.4399998 676
## 172 4.8799987 1024
## 173 4.1099997 3481
## 174 3.3400006 676
## 175 2.5700002 1024
## 176 2.5700002 729
## 177 2.7500002 3249
## 178 1.8000005 676
## 179 3.6700013 1369
## 180 3.6700013 576
## 181 6.0400000 1089
## 182 4.8300023 1089
## 183 3.2199988 729
## 184 5.4099994 2025
## 185 5.9100013 1024
## 186 8.0600042 900
## 187 1.9199996 1225
## 188 1.9199996 1225
## 189 3.0200007 2116
## 190 8.5200052 2209
## 191 3.9599998 2601
## 192 6.6000018 784
## 193 8.2499990 2209
## 194 2.3099988 2116
## 195 4.5099993 1764
## 196 1.1500001 3481
## 197 1.1500001 900
## 198 1.0300002 1225
## 199 1.2200001 529
## 200 1.4399998 1444
## 201 1.4399998 3721
## 202 1.4399998 2601
## 203 0.7200000 3025
## 204 1.9599991 1089
## 205 3.1599998 2704
## 206 3.4600015 729
## 207 3.4600015 1296
## 208 3.4600015 3025
## 209 3.4600015 3600
## 210 1.7299993 1600
## 211 3.4600015 841
## 212 3.4600015 1225
## 213 3.4600015 1225
## 214 3.4600015 1521
## 215 3.4600015 529
## 216 3.4600015 784
## 217 3.4600015 784
## 218 3.4600015 2916
## 219 2.1800003 2116
## 220 2.4800010 2704
## 221 3.2299995 900
## 222 5.4799995 1600
## 223 4.2399988 1600
## 224 2.4000008 784
## 225 1.8000005 1296
## 226 3.7500007 900
## 227 4.4999981 1369
## 228 3.7500007 1296
## 229 3.7500007 961
## 230 5.2500000 900
## 231 3.7500007 2809
## 232 2.9999990 1369
## 233 5.2100010 841
## 234 4.7600017 1156
## 235 5.7699995 1444
## 236 5.7699995 576
## 237 5.7699995 2704
## 238 5.7699995 1444
## 239 5.7699995 1296
## 240 5.7699995 3600
## 241 5.7699995 1521
## 242 5.7699995 2500
## 243 5.7699995 784
## 244 5.7699995 1296
## 245 5.7699995 3600
## 246 5.7699995 1024
## 247 5.7699995 3136
## 248 5.7699995 2209
## 249 5.7699995 3721
## 250 5.7699995 841
## 251 5.7699995 3136
## 252 5.7699995 729
## 253 5.0200005 2025
## 254 3.5200000 625
## 255 4.5300007 676
## 256 2.7699990 2704
## 257 7.5599985 1089
## 258 4.0400014 1369
## 259 4.0400014 900
## 260 10.1000061 2704
## 261 4.0400014 529
## 262 3.0300009 1936
## 263 8.0800009 1089
## 264 4.0400014 729
## 265 6.0600014 4225
## 266 8.0800009 900
## 267 8.0800009 2916
## 268 8.0800009 841
## 269 8.0800009 2401
## 270 4.0400014 625
## 271 4.0400014 3364
## 272 4.0400014 1600
## 273 4.0400014 1600
## 274 4.0400014 3136
## 275 4.0400014 2025
## 276 4.5999990 2704
## 277 5.3100009 961
## 278 14.4299936 729
## 279 10.3900013 961
## 280 10.3900013 900
## 281 10.3900013 1936
## 282 5.8300004 729
## 283 7.1000018 784
## 284 8.3700018 3249
## 285 2.5399997 1089
## 286 3.8099992 841
## 287 6.3500009 1024
## 288 10.1599960 625
## 289 6.3500009 2500
## 290 6.3500009 1521
## 291 6.3500009 576
## 292 6.3500009 961
## 293 6.3500009 625
## 294 6.3500009 1936
## 295 17.4799938 3844
## 296 9.9300060 1936
## 297 4.3299975 1225
## 298 4.3299975 1156
## 299 4.3299975 729
## 300 8.6600027 1024
## 301 8.6600027 3364
## 302 4.3299975 729
## 303 8.6600027 3481
## 304 7.3900023 529
## 305 5.7099996 2025
## 306 6.1199989 625
## 307 8.4700050 2704
## 308 6.6399999 841
## 309 3.8399985 576
## 310 7.9399977 3481
## 311 4.6200013 1521
## 312 9.2400007 1089
## 313 4.6200013 1089
## 314 6.9300017 3364
## 315 11.5500069 1089
## 316 2.3099988 576
## 317 9.2400007 2209
## 318 4.6200013 2601
## 319 4.6200013 1936
## 320 6.9300017 2304
## 321 11.5500069 1296
## 322 6.9300017 2916
## 323 2.3099988 625
## 324 4.6200013 3136
## 325 6.9300017 784
## 326 4.6200013 1600
## 327 4.6200013 784
## 328 4.6200013 841
## 329 6.9300017 1089
## 330 6.9300017 676
## 331 11.5500069 2916
## 332 4.6200013 961
## 333 6.9300017 3136
## 334 4.6200013 625
## 335 4.6200013 625
## 336 6.9300017 2809
## 337 4.6200013 676
## 338 4.6200013 576
## 339 6.9300017 2025
## 340 2.3099988 2704
## 341 4.8799987 529
## 342 3.6499994 1024
## 343 3.3499990 2401
## 344 6.2899995 1936
## 345 7.2200007 576
## 346 7.2200007 1156
## 347 7.2200007 2916
## 348 7.2200007 1600
## 349 4.3899989 2304
## 350 4.6499991 729
## 351 7.6999969 1089
## 352 9.8199987 784
## 353 5.1700020 3844
## 354 3.3099995 4096
## 355 6.2100010 961
## 356 6.2100010 841
## 357 7.5100045 1296
## 358 7.5100045 1936
## 359 7.5100045 1849
## 360 7.5100045 2116
## 361 2.5999987 841
## 362 5.2000017 784
## 363 5.2000017 676
## 364 1.2999997 3844
## 365 2.5999987 529
## 366 5.2000017 1225
## 367 5.2000017 1024
## 368 5.2000017 1936
## 369 3.1199999 841
## 370 5.2000017 1764
## 371 3.1199999 576
## 372 2.0800002 729
## 373 5.2000017 2401
## 374 2.0800002 1849
## 375 3.6400011 1600
## 376 4.6799994 729
## 377 2.5999987 2401
## 378 4.9700007 729
## 379 2.8900015 676
## 380 2.8900015 1936
## 381 2.8900015 961
## 382 2.8900015 784
## 383 2.8900015 2209
## 384 2.8900015 961
## 385 2.8900015 1089
## 386 3.4799991 3025
## 387 1.8500006 576
## 388 3.7000008 529
## 389 3.1799994 1764
## 390 3.1799994 676
## 391 3.1799994 625
## 392 1.5900000 1024
## 393 3.1799994 1089
## 394 3.1799994 3844
## 395 3.1799994 1225
## 396 3.1799994 676
## 397 2.6599998 1936
## 398 2.0600002 2304
## 399 1.6099997 2601
## 400 0.5400001 2209
## 401 0.3500001 1849
## 402 5.7699995 1024
## 403 6.6599970 576
## 404 1.8199991 784
## 405 1.8199991 1089
## 406 1.5199995 784
## 407 3.6499994 576
## 408 2.1800003 576
## 409 4.9900002 2401
## 410 4.9900002 729
## 411 4.9900002 529
## 412 5.0900006 1024
## 413 4.0800004 1521
## 414 2.8699999 1225
## 415 3.1199999 576
## 416 6.2399983 1089
## 417 15.6000023 1600
## 418 6.2399983 625
## 419 6.2399983 900
## 420 6.2399983 576
## 421 7.4900022 625
## 422 3.8699980 1156
## 423 4.3699999 2704
## 424 5.6200018 625
## 425 11.2400007 1369
## 426 2.5000007 676
## 427 3.7500007 676
## 428 1.2500006 4225
## 429 2.7000005 1024
## 430 3.7500007 729
## 431 0.3800000 3249
## 432 1.6800003 1296
## 433 3.8499994 2601
## 434 7.0599995 2704
## 435 1.8000005 576
## 436 1.8000005 729
## 437 1.8100003 841
## 438 5.0100007 900
## 439 4.4499993 900
## 440 4.8799987 1089
## 441 7.5199986 1369
## 442 4.4200015 729
## 443 6.1700015 1369
## 444 3.2999985 1936
## 445 4.6200013 3844
## 446 6.6000018 2916
## 447 4.9500022 529
## 448 6.6000018 1764
## 449 10.5599976 1024
## 450 2.6400001 784
## 451 2.6400001 1024
## 452 3.2999985 3249
## 453 7.9199986 2500
## 454 3.9599998 1225
## 455 3.2999985 784
## 456 2.6400001 3600
## 457 11.2200003 1521
## 458 6.6000018 841
## 459 2.8399999 1849
## 460 3.7000008 2209
## 461 5.0900006 1089
## 462 2.0999992 2025
## 463 1.3999996 2916
## 464 1.4399998 2025
## 465 5.9999971 2601
## 466 3.0600002 576
## 467 2.8900015 1024
## 468 2.1699996 1764
## 469 0.9600000 3600
## 470 1.9199996 2304
## 471 3.2000008 1521
## 472 3.8099992 1296
## 473 3.2100000 3136
## 474 2.3099988 2304
## 475 2.3099988 1156
## 476 1.5399994 1089
## 477 3.7000008 2304
## 478 2.1599994 961
## 479 1.8100003 3136
## 480 2.2199996 2116
## 481 0.9199997 1444
## 482 2.7699990 529
## 483 16.6299953 900
## 484 2.3099988 1089
## 485 4.1599998 2500
## 486 1.9599991 2601
## 487 5.7699995 1225
## 488 3.3700008 2809
## 489 2.8900015 1089
## 490 2.3799989 2401
## 491 3.1500018 1936
## 492 0.5500000 784
## 493 3.4600015 4096
## 494 3.4600015 3721
## 495 1.7299993 1024
## 496 3.4600015 1156
## 497 2.4800010 1849
## 498 2.9999990 625
## 499 5.7699995 1521
## 500 25.3999977 3600
## 501 2.3099988 625
## 502 2.3099988 3025
## 503 4.6200013 2025
## 504 2.3099988 2704
## 505 4.6200013 3969
## 506 7.5100045 676
## 507 2.5100007 676
## 508 2.7200005 3364
## 509 1.1500001 3600
## 510 5.0499988 961
## 511 3.3800008 3249
## 512 2.8900015 1521
## 513 0.9199997 625
## 514 2.3099988 2304
## 515 3.0800014 784
## 516 1.5399994 1369
## 517 3.0800014 2401
## 518 5.6999989 2304
## 519 2.2199996 676
## 520 6.2200007 729
## 521 3.4600015 1600
## 522 2.3099988 1444
## 523 2.3099988 1600
## 524 2.0800002 900
## 525 2.3099988 900
## 526 2.8900015 1156
## 527 23.0900097 1089
## 528 11.5500069 676
## 529 1.3900003 729
## 530 2.8900015 529
## 531 1.9199996 3844
## 532 2.3099988 1521
## 533 NA 1156
## 534 NA 1936
## 535 NA 3364
## 536 NA 841
## 537 NA 1521
## 538 NA 1681
## 539 NA 3025
## 540 NA 784
## 541 NA 1681
## 542 NA 2116
## 543 NA 3136
## 544 NA 2704
## 545 NA 1089
## 546 NA 2209
## 547 NA 1225
## 548 NA 729
## 549 NA 1156
## 550 NA 676
## 551 NA 3600
## 552 NA 729
## 553 NA 1764
## 554 NA 961
## 555 NA 841
## 556 NA 961
## 557 NA 4225
## 558 NA 1681
## 559 NA 1296
## 560 NA 2916
## 561 NA 576
## 562 NA 3136
## 563 NA 784
## 564 NA 1681
## 565 NA 576
## 566 NA 1024
## 567 NA 1444
## 568 NA 1089
## 569 NA 1849
## 570 NA 1681
## 571 NA 1156
## 572 NA 961
## 573 NA 3025
## 574 NA 3844
## 575 NA 2916
## 576 NA 1089
## 577 NA 3600
## 578 NA 784
## 579 NA 1024
## 580 NA 1024
## 581 NA 900
## 582 NA 1089
## 583 NA 1444
## 584 NA 2209
## 585 NA 1600
## 586 NA 784
## 587 NA 729
## 588 NA 784
## 589 NA 1936
## 590 NA 625
## 591 NA 3364
## 592 NA 784
## 593 NA 2704
## 594 NA 729
## 595 NA 1764
## 596 NA 3136
## 597 NA 2500
## 598 NA 4096
## 599 NA 1936
## 600 NA 1089
## 601 NA 1936
## 602 NA 576
## 603 NA 1024
## 604 NA 1225
## 605 NA 2916
## 606 NA 1369
## 607 NA 784
## 608 NA 2601
## 609 NA 2916
## 610 NA 1024
## 611 NA 1444
## 612 NA 2116
## 613 NA 676
## 614 NA 3481
## 615 NA 2500
## 616 NA 784
## 617 NA 3249
## 618 NA 676
## 619 NA 3136
## 620 NA 961
## 621 NA 1296
## 622 NA 2809
## 623 NA 3969
## 624 NA 529
## 625 NA 1225
## 626 NA 3721
## 627 NA 1024
## 628 NA 1849
## 629 NA 1849
## 630 NA 3025
## 631 NA 1024
## 632 NA 2500
## 633 NA 2704
## 634 NA 2916
## 635 NA 1600
## 636 NA 2401
## 637 NA 2500
## 638 NA 576
## 639 NA 625
## 640 NA 1936
## 641 NA 1764
## 642 NA 1369
## 643 NA 2116
## 644 NA 841
## 645 NA 1225
## 646 NA 625
## 647 NA 2401
## 648 NA 2025
## 649 NA 625
## 650 NA 3249
## 651 NA 1225
## 652 NA 961
## 653 NA 3025
## 654 NA 576
## 655 NA 3364
## 656 NA 2704
## 657 NA 1089
## 658 NA 1521
## 659 NA 625
## 660 NA 625
## 661 NA 900
## 662 NA 625
## 663 NA 1764
## 664 NA 1225
## 665 NA 3481
## 666 NA 1764
## 667 NA 3481
## 668 NA 1024
## 669 NA 2401
## 670 NA 2916
## 671 NA 3364
## 672 NA 1444
## 673 NA 2500
## 674 NA 2116
## 675 NA 1444
## 676 NA 1521
## 677 NA 961
## 678 NA 1764
## 679 NA 900
## 680 NA 729
## 681 NA 2916
## 682 NA 4096
## 683 NA 1849
## 684 NA 841
## 685 NA 1156
## 686 NA 529
## 687 NA 961
## 688 NA 1936
## 689 NA 3249
## 690 NA 961
## 691 NA 529
## 692 NA 841
## 693 NA 2500
## 694 NA 625
## 695 NA 1936
## 696 NA 841
## 697 NA 1296
## 698 NA 2209
## 699 NA 2704
## 700 NA 3721
## 701 NA 1024
## 702 NA 2025
## 703 NA 1156
## 704 NA 1369
## 705 NA 2916
## 706 NA 900model <- lm(sleep ~ totwrk + educ + age + agesq + male , data = sleep75)
summary(model)##
## Call:
## lm(formula = sleep ~ totwrk + educ + age + agesq + male, data = sleep75)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2378.00 -243.29 6.74 259.24 1350.19
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3840.83197 235.10870 16.336 <2e-16 ***
## totwrk -0.16342 0.01813 -9.013 <2e-16 ***
## educ -11.71332 5.86689 -1.997 0.0463 *
## age -8.69668 11.20746 -0.776 0.4380
## agesq 0.12844 0.13390 0.959 0.3378
## male 87.75243 34.32616 2.556 0.0108 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 417.7 on 700 degrees of freedom
## Multiple R-squared: 0.1228, Adjusted R-squared: 0.1165
## F-statistic: 19.59 on 5 and 700 DF, p-value: < 2.2e-16# (i) All other factors being equal, is there evidence that men sleep more than women? How strong is the evidence?
#p value is equal to 87.75/34.33=2.56. That means this value is significant according to the table. We can interpret that men sleep 87.75 minutes more than women.
# (ii) Is there a statistically significant tradeoff between working and sleeping? What is the estimated tradeoff?
#t significant=0.163/0.018=9.05. it is significant statistically
#When working time increased by one minute, sleeping time will be decreased by 0.163 which is equal to 9.78 minutes.
# (iii) What other regression do you need to run to test the null hypothesis that, holding other factors fixed, age has no effect on sleeping?
#We just have to exclude age variable.
model <- lm(sleep ~ totwrk + educ + male , data = sleep75)
summary(model)##
## Call:
## lm(formula = sleep ~ totwrk + educ + male, data = sleep75)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2380.27 -239.15 6.74 257.31 1370.63
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3747.51727 81.00609 46.262 < 2e-16 ***
## totwrk -0.16734 0.01794 -9.329 < 2e-16 ***
## educ -13.88479 5.65757 -2.454 0.01436 *
## male 90.96919 34.27441 2.654 0.00813 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 418 on 702 degrees of freedom
## Multiple R-squared: 0.1193, Adjusted R-squared: 0.1155
## F-statistic: 31.69 on 3 and 702 DF, p-value: < 2.2e-16#Rsq hasn't quite changed so age has no effect on sleeping time.
#3.)
library(wooldridge)
data.frame("gpa2")## X.gpa2.
## 1 gpa2data.frame(gpa2)## sat tothrs colgpa athlete verbmath hsize hsrank hsperc female white
## 1 920 43 2.04 1 0.48387 0.10 4 40.0000000 1 0
## 2 1170 18 4.00 0 0.82813 9.40 191 20.3191490 0 1
## 3 810 14 1.78 1 0.88372 1.19 42 35.2941170 0 1
## 4 940 40 2.42 0 0.80769 5.71 252 44.1330986 0 1
## 5 1180 18 2.61 0 0.73529 2.14 86 40.1869164 0 1
## 6 980 114 3.03 0 0.81481 2.68 41 15.2985077 1 1
## 7 880 78 1.84 0 0.76000 3.11 161 51.7684898 0 0
## 8 980 55 3.05 0 0.88462 2.68 101 37.6865654 0 1
## 9 1240 18 3.00 0 0.69863 3.67 161 43.8692093 0 1
## 10 1230 17 2.00 0 0.86364 0.10 3 30.0000000 0 1
## 11 1140 78 2.98 0 0.93220 3.34 95 28.4431133 1 1
## 12 1150 43 2.93 0 0.85484 3.59 13 3.6211698 1 1
## 13 1080 17 2.00 1 0.80000 3.18 31 9.7484274 0 1
## 14 990 64 2.21 0 0.67797 1.92 51 26.5625000 1 1
## 15 1000 45 3.33 0 0.78571 3.69 29 7.8590784 1 1
## 16 1050 14 1.07 0 0.77966 2.66 134 50.3759384 1 1
## 17 1160 41 2.29 0 0.87097 1.45 99 68.2758636 1 1
## 18 1190 13 3.15 0 1.12500 1.76 74 42.0454559 0 1
## 19 1030 110 2.65 0 1.10204 3.86 81 20.9844551 1 1
## 20 960 106 2.41 1 1.00000 3.83 66 17.2323761 0 1
## 21 840 104 2.39 0 0.64706 1.07 7 6.5420561 0 1
## 22 920 115 2.64 0 1.00000 2.17 65 29.9539165 1 1
## 23 840 96 2.18 0 0.86667 2.34 141 60.2564087 1 1
## 24 1000 50 2.84 0 0.78571 4.63 133 28.7257023 0 1
## 25 1150 100 2.84 0 0.79688 5.95 301 50.5882339 1 1
## 26 1040 112 2.93 0 0.96226 0.91 30 32.9670334 0 1
## 27 970 17 2.29 0 0.79630 4.36 41 9.4036694 1 1
## 28 1200 39 2.38 0 0.90476 8.12 209 25.7389164 1 1
## 29 1090 118 3.92 0 0.75806 0.60 2 3.3333333 1 1
## 30 1340 46 2.23 0 0.83562 3.76 130 34.5744667 0 1
## 31 740 12 1.33 0 1.31250 5.32 390 73.3082733 1 1
## 32 880 85 2.81 0 0.76000 3.80 71 18.6842098 0 1
## 33 820 42 2.09 1 0.90698 2.28 155 67.9824524 0 1
## 34 1060 43 2.25 0 0.85965 5.51 248 45.0090752 0 1
## 35 730 50 1.90 1 0.78049 4.82 273 56.6390038 0 0
## 36 820 16 3.00 0 0.86364 3.90 102 26.1538467 1 1
## 37 780 71 2.40 1 0.69565 0.78 17 21.7948723 0 1
## 38 1040 78 2.16 0 1.03922 4.92 92 18.6991863 0 1
## 39 870 13 2.07 0 1.17500 1.86 86 46.2365608 1 1
## 40 940 19 2.21 0 1.29268 1.85 41 22.1621628 0 1
## 41 980 47 2.00 1 0.92157 1.52 45 29.6052628 0 0
## 42 1020 103 2.91 0 0.96154 0.10 2 20.0000000 1 1
## 43 1180 105 3.00 1 0.87302 6.37 255 40.0313988 0 1
## 44 1100 72 2.72 0 1.11538 0.12 2 16.6666660 0 1
## 45 1030 18 3.55 0 1.10204 2.52 27 10.7142859 0 1
## 46 960 16 3.25 0 1.04255 0.10 5 50.0000000 1 1
## 47 910 15 2.86 0 1.45946 1.27 28 22.0472450 0 1
## 48 1060 42 2.04 0 0.96296 0.13 1 7.6923075 0 1
## 49 880 14 1.92 0 1.37838 0.03 1 33.3333321 1 1
## 50 1010 17 3.58 0 0.94231 0.28 2 7.1428571 1 1
## 51 700 38 2.39 1 1.00000 0.32 22 68.7500000 0 1
## 52 930 15 3.46 0 0.86000 3.72 67 18.0107536 1 1
## 53 900 18 3.16 0 0.91489 2.54 69 27.1653538 0 1
## 54 1090 29 1.03 0 0.91228 2.02 121 59.9009895 0 1
## 55 1120 79 3.00 0 1.24000 4.70 78 16.5957451 1 0
## 56 960 15 2.33 1 0.77778 4.47 320 71.5883636 0 0
## 57 890 37 2.45 1 0.78000 1.24 50 40.3225822 0 1
## 58 1240 47 3.65 0 0.79710 5.37 31 5.7728119 0 1
## 59 1090 113 3.61 0 0.84746 3.64 50 13.7362633 1 1
## 60 820 47 3.25 0 1.10256 6.34 68 10.7255516 1 1
## 61 940 16 3.81 0 0.77358 3.42 53 15.4970760 0 1
## 62 820 40 2.25 1 1.10256 5.71 344 60.2451820 0 0
## 63 970 39 2.41 1 0.67241 5.66 83 14.6643114 0 1
## 64 790 17 2.82 1 1.07895 5.97 72 12.0603018 0 1
## 65 1080 13 2.30 0 1.11765 0.10 7 70.0000000 1 1
## 66 850 48 3.27 0 0.80851 3.10 54 17.4193554 1 1
## 67 850 15 2.66 1 0.80851 0.73 5 6.8493152 1 1
## 68 820 95 2.26 1 0.70833 1.31 98 74.8091583 0 1
## 69 1120 12 2.33 1 0.67164 4.88 20 4.0983605 0 1
## 70 880 43 2.37 1 1.09524 4.07 70 17.1990166 1 1
## 71 1540 85 4.00 0 0.97436 2.30 1 0.4347826 0 1
## 72 780 86 3.81 0 1.00000 3.47 38 10.9510088 0 1
## 73 1280 55 3.87 0 1.03175 2.03 3 1.4778326 1 1
## 74 1260 13 4.00 0 0.75000 2.17 5 2.3041475 1 1
## 75 830 83 1.95 1 0.84444 2.00 84 42.0000000 0 0
## 76 980 16 2.43 0 0.68966 0.92 28 30.4347820 0 1
## 77 500 14 1.21 1 1.27273 4.57 329 71.9912491 0 1
## 78 1040 15 3.00 0 0.96226 3.61 31 8.5872574 0 1
## 79 930 12 1.75 0 0.82353 3.25 26 8.0000000 1 0
## 80 570 79 1.73 1 0.96552 3.24 187 57.7160492 0 0
## 81 820 13 1.84 0 0.82222 3.03 147 48.5148506 1 1
## 82 1310 16 2.25 0 0.95522 4.67 122 26.1241970 0 1
## 83 770 15 2.13 0 0.79070 1.00 30 30.0000000 1 0
## 84 1180 18 3.77 0 0.87302 4.80 48 10.0000000 0 1
## 85 1310 53 3.22 0 0.92647 3.20 30 9.3750000 0 1
## 86 1150 63 2.17 0 1.12963 3.02 64 21.1920528 0 1
## 87 1130 113 2.77 0 0.91525 1.66 33 19.8795185 0 0
## 88 1110 122 3.36 0 1.09434 2.04 9 4.4117646 1 1
## 89 1210 16 3.62 0 1.01667 2.93 14 4.7781572 0 1
## 90 1090 20 3.70 0 1.01852 1.87 6 3.2085562 1 1
## 91 1040 54 2.00 0 0.82456 3.55 82 23.0985909 1 1
## 92 1340 81 3.69 0 1.03030 1.11 15 13.5135136 1 1
## 93 900 76 1.75 0 0.91489 0.86 16 18.6046505 0 1
## 94 650 52 2.19 1 0.80556 2.06 57 27.6699028 0 1
## 95 1190 77 3.40 0 0.67606 4.24 26 6.1320753 1 1
## 96 990 16 1.43 0 0.73684 2.51 39 15.5378485 1 1
## 97 1160 50 2.78 0 0.73134 3.72 79 21.2365589 1 1
## 98 1140 71 2.61 1 0.58333 2.41 24 9.9585066 0 1
## 99 1180 87 3.09 1 1.18519 4.69 36 7.6759062 0 1
## 100 1120 49 2.83 0 0.83607 0.10 1 10.0000000 1 1
## 101 1010 15 1.93 0 0.77193 3.19 157 49.2163010 1 1
## 102 1160 113 2.88 0 0.96610 4.02 15 3.7313433 0 1
## 103 1200 16 3.31 0 1.10526 4.32 209 48.3796310 1 1
## 104 720 16 1.93 1 0.94595 4.30 230 53.4883728 1 0
## 105 1190 36 2.41 0 0.91935 2.61 97 37.1647491 0 1
## 106 970 14 2.92 0 0.76364 3.41 116 34.0175972 1 1
## 107 1210 17 3.52 0 0.95161 5.11 1 0.1956947 1 1
## 108 930 49 2.93 0 0.72222 2.00 65 32.5000000 0 1
## 109 1000 74 2.28 0 0.85185 2.36 75 31.7796612 0 1
## 110 970 42 1.95 0 0.76364 4.33 130 30.0230942 0 1
## 111 960 45 3.02 1 0.88235 0.10 3 30.0000000 1 1
## 112 980 47 3.25 0 1.27907 0.10 4 40.0000000 0 1
## 113 960 118 3.32 0 0.92000 2.26 96 42.4778748 0 1
## 114 970 79 2.03 1 0.73214 0.10 3 30.0000000 0 1
## 115 960 79 2.34 0 1.00000 0.74 7 9.4594593 1 1
## 116 1160 96 3.41 0 0.93333 2.12 19 8.9622641 0 1
## 117 1080 80 2.56 0 0.68750 2.12 100 47.1698112 0 1
## 118 990 14 4.00 0 0.80000 3.05 3 0.9836066 1 1
## 119 1130 18 1.33 0 0.79365 2.35 91 38.7234039 1 1
## 120 1060 12 2.25 0 0.85965 2.35 66 28.0851059 0 1
## 121 1060 15 2.60 0 0.89286 2.35 44 18.7234039 1 1
## 122 1120 73 2.63 0 0.77778 2.95 15 5.0847459 0 1
## 123 1030 17 2.58 0 0.63492 2.78 59 21.2230225 0 1
## 124 1070 48 3.04 0 0.78333 3.15 99 31.4285717 0 1
## 125 910 13 2.76 0 0.75000 3.72 85 22.8494625 0 1
## 126 1100 108 1.95 0 1.00000 3.73 188 50.4021454 0 1
## 127 1000 106 2.92 0 0.78571 3.73 127 34.0482559 0 1
## 128 1000 17 3.41 0 0.75439 3.71 99 26.6846371 0 1
## 129 970 46 2.73 0 0.67241 4.10 113 27.5609760 1 1
## 130 1070 35 2.54 0 0.55072 6.00 62 10.3333330 0 1
## 131 950 15 3.06 0 0.66667 2.85 24 8.4210529 0 1
## 132 1140 16 1.93 0 0.86885 2.17 34 15.6682024 1 1
## 133 1060 17 3.23 0 0.89286 1.56 27 17.3076916 0 1
## 134 940 50 2.54 1 0.70909 2.51 45 17.9282875 0 1
## 135 960 48 2.22 0 0.71429 1.00 39 39.0000000 0 1
## 136 890 104 1.99 0 0.93478 2.10 38 18.0952377 0 1
## 137 1120 41 1.75 0 0.89831 3.28 152 46.3414650 1 1
## 138 1150 14 3.14 0 0.82540 0.10 4 40.0000000 0 1
## 139 1270 107 3.24 0 0.78873 0.10 4 40.0000000 0 1
## 140 1100 18 2.00 0 0.83333 0.10 4 40.0000000 1 1
## 141 1150 14 2.50 0 0.94915 0.10 5 50.0000000 0 1
## 142 1090 15 1.60 0 0.91228 1.50 79 52.6666679 0 1
## 143 1220 110 3.05 0 0.84848 0.10 5 50.0000000 1 1
## 144 1070 102 2.41 0 0.75410 0.10 5 50.0000000 0 1
## 145 1030 15 2.73 0 1.01961 1.36 4 2.9411764 1 1
## 146 980 49 2.93 0 0.63333 3.20 17 5.3125000 0 1
## 147 930 44 2.50 0 0.82353 2.71 40 14.7601480 1 1
## 148 1030 43 2.69 0 0.98077 3.08 62 20.1298695 1 1
## 149 1100 71 2.61 1 0.80328 3.06 99 32.3529396 0 1
## 150 1100 18 2.94 0 0.92982 3.10 28 9.0322580 0 1
## 151 1070 50 3.44 0 0.91071 1.78 10 5.6179776 0 1
## 152 980 16 3.12 0 0.75000 2.27 21 9.2511015 0 1
## 153 1000 50 3.46 0 1.12766 1.78 23 12.9213486 1 1
## 154 1190 17 3.64 0 1.01695 1.78 40 22.4719105 1 1
## 155 1060 35 2.57 0 0.65625 2.61 76 29.1187744 0 0
## 156 1240 16 3.43 0 0.85075 2.94 41 13.9455786 1 1
## 157 950 115 2.24 0 0.86275 2.12 70 33.0188675 1 1
## 158 1300 42 2.78 0 0.66667 2.61 142 54.4061317 0 1
## 159 860 92 2.13 1 0.45763 2.74 110 40.1459846 0 1
## 160 1010 94 2.69 0 0.74138 2.56 74 28.9062500 0 1
## 161 1180 117 3.29 0 0.76119 2.56 94 36.7187500 1 1
## 162 1040 69 2.31 0 1.00000 0.10 4 40.0000000 1 1
## 163 1010 16 2.31 0 0.74138 1.95 36 18.4615383 1 1
## 164 1000 17 1.88 0 0.85185 1.96 35 17.8571434 0 1
## 165 1030 17 2.47 0 0.74576 0.10 3 30.0000000 0 1
## 166 1100 18 2.66 0 0.92982 2.36 22 9.3220339 0 1
## 167 1240 92 2.77 0 0.77143 0.58 16 27.5862064 0 1
## 168 1110 45 3.77 1 0.91379 0.48 20 41.6666679 1 1
## 169 1070 14 1.00 0 0.87719 1.86 87 46.7741928 0 1
## 170 1040 47 2.02 0 0.89091 1.95 60 30.7692299 0 1
## 171 1290 93 3.43 0 1.08065 2.31 1 0.4329004 1 1
## 172 1010 78 2.69 0 0.83636 2.31 36 15.5844154 0 1
## 173 1080 50 3.70 0 0.74194 0.51 8 15.6862745 0 1
## 174 1120 41 3.68 0 0.62319 3.44 8 2.3255813 1 1
## 175 1210 49 1.97 0 0.75362 3.44 120 34.8837204 0 1
## 176 990 16 2.93 0 0.98000 4.01 94 23.4413967 1 1
## 177 1130 13 2.23 0 0.73846 1.10 64 58.1818199 0 1
## 178 840 16 2.12 1 0.78723 0.48 32 66.6666641 1 1
## 179 1050 45 3.66 0 0.87500 5.50 39 7.0909090 1 1
## 180 1050 15 1.80 1 0.75000 6.20 266 42.9032249 0 1
## 181 1000 50 2.48 0 0.88679 5.50 117 21.2727280 1 1
## 182 1020 81 2.97 0 1.37209 4.63 28 6.0475163 1 1
## 183 960 48 1.70 0 0.68421 5.50 163 29.6363640 1 0
## 184 890 75 1.98 1 1.22500 7.68 451 58.7239571 1 1
## 185 1320 16 4.00 0 0.76000 8.54 3 0.3512881 0 1
## 186 1140 32 3.37 0 0.86885 1.61 4 2.4844720 1 1
## 187 1000 106 1.84 0 0.72414 1.52 41 26.9736843 0 1
## 188 1040 40 2.15 0 0.76271 1.61 89 55.2795029 0 1
## 189 850 11 1.81 1 1.02381 1.79 153 85.4748611 0 1
## 190 1050 116 3.56 0 0.84211 6.00 21 3.5000000 1 1
## 191 1140 14 2.07 0 0.86885 2.70 16 5.9259257 0 1
## 192 1120 73 2.23 0 0.96491 4.63 42 9.0712748 1 1
## 193 1060 126 3.11 0 0.92727 1.52 21 13.8157892 1 1
## 194 1090 18 2.72 0 0.91228 6.61 159 24.0544624 0 1
## 195 1080 70 2.11 0 1.25000 0.40 21 52.5000000 0 1
## 196 1070 48 2.75 0 0.94545 5.12 70 13.6718750 1 1
## 197 1130 18 3.16 0 1.05455 5.84 100 17.1232872 0 1
## 198 1410 49 3.69 0 0.90541 3.61 19 5.2631578 0 1
## 199 1000 11 2.45 0 1.12766 3.93 73 18.5750637 0 1
## 200 1130 44 3.72 0 1.01786 3.61 28 7.7562327 0 1
## 201 1130 42 2.02 0 0.85246 3.61 60 16.6204987 1 1
## 202 1120 58 3.13 0 0.96491 3.53 29 8.2152977 1 1
## 203 1180 17 2.76 0 0.76119 2.75 4 1.4545455 0 1
## 204 1020 78 2.87 0 1.21739 5.80 22 3.7931035 1 1
## 205 810 16 2.43 0 0.92857 6.47 69 10.6646061 1 1
## 206 940 15 3.06 0 0.84314 2.34 14 5.9829059 1 1
## 207 880 16 2.75 0 0.83333 3.21 51 15.8878508 1 1
## 208 910 52 2.46 1 0.89583 3.86 190 49.2227974 0 0
## 209 1490 106 4.00 0 0.98667 4.00 1 0.2500000 1 1
## 210 1040 54 3.01 0 0.76271 4.35 35 8.0459766 0 1
## 211 1220 55 3.30 0 0.74286 4.35 93 21.3793106 0 1
## 212 1140 47 3.42 0 0.72727 1.59 4 2.5157232 1 1
## 213 1170 16 3.43 0 0.80000 5.61 89 15.8645277 0 1
## 214 910 15 0.60 1 0.82000 5.63 328 58.2593269 0 1
## 215 1290 45 3.71 0 0.79167 5.21 19 3.6468329 0 1
## 216 1340 78 3.38 0 0.78667 4.99 4 0.8016032 0 1
## 217 1110 127 2.62 0 0.65672 3.44 99 28.7790699 0 1
## 218 1040 81 3.49 0 0.92593 3.20 20 6.2500000 0 1
## 219 1070 13 2.53 0 0.67188 0.37 11 29.7297306 0 1
## 220 1200 18 3.77 0 1.00000 3.25 7 2.1538463 0 1
## 221 950 90 2.65 0 0.93878 3.40 46 13.5294113 0 1
## 222 1110 46 2.67 1 0.79032 0.04 2 50.0000000 1 1
## 223 970 40 2.35 0 0.90196 4.54 140 30.8370037 0 1
## 224 1090 83 2.67 0 0.84746 3.64 33 9.0659342 1 1
## 225 960 35 2.05 0 0.88235 3.71 110 29.6495953 1 1
## 226 980 41 2.31 0 0.84906 0.10 6 60.0000000 1 1
## 227 1070 14 2.92 0 0.87719 3.62 61 16.8508282 0 1
## 228 1040 17 2.94 0 0.82456 1.27 7 5.5118113 0 1
## 229 1170 73 3.28 1 0.74627 4.70 127 27.0212765 0 1
## 230 1010 18 2.72 0 0.90566 4.67 116 24.8394012 0 1
## 231 1110 15 2.93 0 1.09434 3.96 46 11.6161613 1 1
## 232 890 15 2.20 0 0.97778 3.96 100 25.2525253 1 1
## 233 950 97 2.42 0 0.90000 6.50 75 11.5384617 0 1
## 234 780 14 2.85 1 0.90244 6.54 81 12.3853207 1 0
## 235 1230 97 2.16 0 1.01639 3.39 13 3.8348083 1 1
## 236 1160 18 3.55 0 0.93333 1.94 4 2.0618556 1 1
## 237 1020 41 2.46 0 1.12500 2.52 56 22.2222214 1 1
## 238 1200 84 2.26 0 0.93548 0.10 3 30.0000000 0 1
## 239 1230 46 3.47 0 0.75714 2.68 6 2.2388060 0 1
## 240 1110 129 2.20 0 1.09434 0.10 4 40.0000000 1 1
## 241 1250 38 2.34 0 0.92308 1.15 11 9.5652170 0 1
## 242 980 32 2.18 0 0.78182 1.15 55 47.8260880 0 1
## 243 1100 80 3.10 0 0.74603 0.94 44 46.8085098 0 1
## 244 880 38 2.00 0 0.69231 2.54 116 45.6692924 0 1
## 245 1050 57 2.94 0 0.66667 3.16 8 2.5316455 0 1
## 246 910 117 3.03 0 0.78431 5.00 122 24.3999996 1 1
## 247 1140 46 3.32 0 0.96552 5.94 47 7.9124579 1 1
## 248 990 83 3.14 0 1.25000 5.66 8 1.4134276 0 1
## 249 1130 42 2.76 0 0.73846 5.94 209 35.1851845 0 1
## 250 1010 17 1.29 0 1.10417 6.80 252 37.0588226 1 1
## 251 1030 108 3.11 0 0.90741 5.44 52 9.5588236 1 1
## 252 1070 50 2.12 0 0.94545 4.60 8 1.7391304 1 1
## 253 900 29 2.72 0 0.73077 3.11 17 5.4662380 1 1
## 254 1030 125 2.82 0 0.98077 4.49 33 7.3496661 0 1
## 255 940 45 3.11 0 1.13636 2.12 7 3.3018868 1 1
## 256 1020 13 2.46 0 0.67213 4.40 61 13.8636360 0 1
## 257 980 76 3.01 0 0.75000 2.13 10 4.6948357 1 1
## 258 1060 16 3.18 0 0.96296 3.93 47 11.9592876 0 1
## 259 1160 80 3.50 0 0.70588 4.03 20 4.9627790 0 1
## 260 1210 17 2.70 0 0.89063 4.35 25 5.7471266 0 1
## 261 1050 43 2.76 0 1.18750 2.50 32 12.8000002 1 1
## 262 1160 17 2.88 0 0.84127 4.94 94 19.0283394 0 1
## 263 850 83 3.61 0 0.84783 1.73 26 15.0289021 1 1
## 264 950 46 2.71 0 1.11111 0.61 16 26.2295074 1 1
## 265 940 16 2.43 0 0.80769 4.28 47 10.9813080 1 1
## 266 1040 81 3.20 0 1.03922 4.01 42 10.4738159 1 1
## 267 1090 114 3.02 0 0.84746 3.94 24 6.0913706 0 1
## 268 1210 52 4.00 0 0.80597 4.48 6 1.3392857 0 1
## 269 1100 50 3.20 0 1.07547 1.24 1 0.8064516 1 1
## 270 1180 81 1.82 1 0.87302 3.21 167 52.0249214 0 1
## 271 750 41 1.41 0 0.78571 6.15 76 12.3577232 0 0
## 272 1280 80 3.76 0 0.70667 6.86 44 6.4139943 0 1
## 273 940 16 2.62 0 1.35000 0.10 6 60.0000000 0 1
## 274 1010 15 1.93 0 0.68333 0.79 12 15.1898737 1 1
## 275 990 108 2.69 0 1.06250 1.74 71 40.8045959 1 1
## 276 990 16 1.50 0 0.83333 3.61 86 23.8227139 0 1
## 277 1010 90 3.16 0 0.87037 2.74 21 7.6642337 1 1
## 278 1130 78 3.11 0 0.73846 2.15 20 9.3023252 1 1
## 279 970 47 3.29 0 0.90196 2.13 15 7.0422535 1 1
## 280 1050 18 2.94 0 1.18750 3.72 18 4.8387098 1 1
## 281 1080 113 3.31 0 1.00000 0.60 12 20.0000000 0 1
## 282 1050 16 2.93 0 0.81034 4.25 55 12.9411764 0 1
## 283 1000 50 3.28 0 0.72414 3.80 4 1.0526316 1 1
## 284 1270 13 3.46 0 0.84058 6.63 20 3.0165913 0 1
## 285 1160 18 2.27 0 0.87097 0.37 17 45.9459457 0 1
## 286 930 10 1.50 0 0.97872 3.60 123 34.1666679 1 1
## 287 1010 80 2.31 0 0.68333 4.00 57 14.2500000 0 1
## 288 1010 16 3.62 0 0.80357 3.60 9 2.5000000 1 1
## 289 990 52 2.69 0 0.80000 4.00 5 1.2500000 1 1
## 290 540 92 1.91 1 0.58824 5.77 402 69.6707077 0 0
## 291 1050 45 2.53 0 0.84211 4.96 104 20.9677410 0 1
## 292 1150 82 3.62 0 0.98276 4.58 10 2.1834061 1 1
## 293 1050 81 2.90 0 0.69355 4.12 21 5.0970874 0 1
## 294 990 15 3.13 0 0.94118 1.09 23 21.1009178 1 1
## 295 1050 16 2.87 0 0.66667 4.88 56 11.4754095 0 1
## 296 1170 15 2.26 0 0.98305 3.93 84 21.3740463 0 1
## 297 930 43 3.48 1 1.02174 6.04 27 4.4701986 1 1
## 298 1000 18 2.44 0 0.92308 4.47 80 17.8970909 0 1
## 299 1020 17 3.17 0 0.75862 3.30 12 3.6363637 1 1
## 300 1160 87 3.08 0 1.00000 3.50 10 2.8571429 1 1
## 301 1130 18 3.38 0 1.01786 4.67 6 1.2847966 1 1
## 302 900 80 3.06 0 0.73077 3.60 7 1.9444444 1 1
## 303 870 78 2.75 0 0.85106 3.60 11 3.0555556 1 1
## 304 970 114 3.06 0 0.97959 1.11 14 12.6126127 0 0
## 305 1090 63 2.60 0 0.75806 1.28 30 23.4375000 0 1
## 306 1040 39 3.17 0 0.70492 5.40 36 6.6666665 1 1
## 307 1070 17 3.17 0 0.69841 6.01 84 13.9767056 0 1
## 308 810 44 2.36 1 1.02500 5.20 214 41.1538467 0 1
## 309 1200 14 3.21 0 0.73913 6.31 43 6.8145800 0 1
## 310 1020 81 3.59 0 0.82143 5.05 17 3.3663366 1 1
## 311 1230 110 2.84 0 1.08475 4.40 45 10.2272730 1 1
## 312 1040 111 2.98 0 0.92593 7.50 220 29.3333340 1 1
## 313 830 11 1.90 0 0.84444 7.31 271 37.0725021 1 1
## 314 1230 79 3.65 0 0.75714 2.50 3 1.2000000 0 1
## 315 1050 13 4.00 0 0.90909 0.83 13 15.6626511 1 1
## 316 910 50 2.36 0 0.97826 3.70 116 31.3513508 1 1
## 317 1070 44 3.52 0 0.91071 3.70 42 11.3513517 1 1
## 318 1050 12 3.33 0 0.75000 3.70 30 8.1081085 1 1
## 319 1110 78 3.50 0 0.58571 3.21 23 7.1651092 0 1
## 320 1170 112 2.72 0 0.95000 7.90 65 8.2278481 1 1
## 321 890 62 2.35 0 1.02273 7.00 150 21.4285717 1 1
## 322 720 83 2.26 0 1.40000 4.25 147 34.5882339 1 1
## 323 1170 15 3.00 0 0.95000 1.44 29 20.1388893 0 1
## 324 1140 74 2.86 0 0.90000 3.54 8 2.2598870 0 1
## 325 1200 81 2.55 0 0.84615 4.80 38 7.9166665 1 1
## 326 1010 13 2.38 0 1.06122 4.03 35 8.6848631 1 1
## 327 1330 46 4.00 0 0.90000 3.03 1 0.3300330 1 1
## 328 920 42 3.07 0 0.87755 3.03 20 6.6006598 0 1
## 329 1180 79 2.41 0 0.78788 0.31 2 6.4516129 0 1
## 330 1000 47 3.42 0 0.85185 5.74 59 10.2787457 1 1
## 331 1140 15 2.86 0 0.83871 6.35 103 16.2204723 1 1
## 332 1130 50 3.78 0 0.68657 1.94 1 0.5154639 0 1
## 333 1010 95 2.46 1 0.94231 4.57 123 26.9146614 0 1
## 334 930 50 1.88 1 1.02174 2.88 197 68.4027786 0 1
## 335 1110 88 2.37 0 0.88136 2.91 30 10.3092785 1 1
## 336 850 78 2.07 1 0.93182 5.37 234 43.5754204 0 1
## 337 1050 76 2.88 0 0.69355 5.62 23 4.0925269 0 0
## 338 1080 15 2.80 0 0.66154 7.71 207 26.8482494 0 1
## 339 1240 49 3.65 0 0.87879 7.45 22 2.9530201 1 1
## 340 1060 114 2.87 0 0.76667 6.37 192 30.1412868 1 1
## 341 1160 98 3.47 1 0.93333 6.37 101 15.8555727 1 1
## 342 970 121 2.83 0 0.61667 6.37 65 10.2040815 1 1
## 343 1100 43 2.41 0 0.89655 7.45 218 29.2617455 0 1
## 344 1060 41 3.85 0 1.12000 7.45 260 34.8993301 1 1
## 345 790 47 2.46 0 0.71739 2.00 7 3.5000000 1 1
## 346 880 11 1.09 0 0.91304 4.17 101 24.2206230 0 1
## 347 1000 45 3.28 0 1.17391 0.53 16 30.1886787 1 1
## 348 990 18 2.38 0 1.10638 3.30 60 18.1818180 1 1
## 349 1040 13 2.30 0 0.89091 3.30 76 23.0303040 0 1
## 350 1040 14 3.28 0 1.03922 2.06 12 5.8252425 1 1
## 351 840 15 3.00 0 0.71429 3.39 58 17.1091442 1 0
## 352 1060 54 3.01 0 0.60606 2.84 24 8.4507046 1 1
## 353 950 72 2.30 0 1.15909 2.48 96 38.7096786 1 1
## 354 1030 81 2.33 0 0.83929 2.48 19 7.6612902 1 1
## 355 920 17 3.41 0 0.91667 3.51 36 10.2564106 1 1
## 356 1220 111 3.76 0 0.90625 1.74 5 2.8735633 1 1
## 357 750 15 1.06 0 0.87500 0.10 4 40.0000000 1 1
## 358 900 58 3.20 0 0.87500 0.10 2 20.0000000 0 0
## 359 800 46 1.80 0 1.10526 2.56 23 8.9843750 1 0
## 360 880 17 2.35 0 1.04651 0.10 4 40.0000000 1 1
## 361 870 14 3.50 1 0.77551 0.10 2 20.0000000 1 0
## 362 910 108 3.29 0 0.93617 2.30 7 3.0434783 1 1
## 363 880 18 2.05 0 0.83333 1.36 92 67.6470566 0 1
## 364 1100 49 2.97 1 0.86441 1.72 137 79.6511612 0 1
## 365 1180 74 2.51 0 0.90323 1.70 97 57.0588226 0 1
## 366 1210 18 0.55 0 0.92063 0.10 3 30.0000000 0 1
## 367 1100 47 2.06 0 1.15686 0.05 3 60.0000000 0 1
## 368 1180 17 3.29 0 0.93443 2.94 7 2.3809524 1 1
## 369 1070 45 2.33 0 0.72581 3.46 86 24.8554916 1 1
## 370 1020 44 2.22 0 0.96154 3.46 151 43.6416168 1 1
## 371 1030 110 2.87 0 0.74576 2.55 69 27.0588226 1 1
## 372 1060 64 2.85 0 0.96296 3.40 130 38.2352943 0 1
## 373 1030 18 3.27 0 0.87273 3.37 37 10.9792280 0 1
## 374 1080 96 2.71 0 1.00000 2.47 115 46.5587044 0 1
## 375 1100 38 2.02 0 1.03704 0.71 58 81.6901398 0 1
## 376 1080 102 2.30 0 0.83051 2.61 81 31.0344830 0 1
## 377 850 16 2.56 0 0.84783 2.21 94 42.5339355 1 1
## 378 1040 45 2.64 0 0.82456 2.04 56 27.4509811 0 1
## 379 1070 17 3.47 0 0.84483 3.83 8 2.0887728 0 0
## 380 850 16 1.56 0 1.07317 3.55 15 4.2253523 1 0
## 381 730 111 2.29 0 0.92105 2.61 43 16.4750957 1 1
## 382 1040 50 2.72 0 0.85714 0.40 32 80.0000000 0 1
## 383 1130 89 2.53 0 0.98246 2.07 2 0.9661836 1 0
## 384 1200 113 3.91 0 0.81818 2.40 3 1.2500000 1 1
## 385 1360 52 3.78 0 0.97101 2.37 3 1.2658228 0 1
## 386 700 15 2.60 1 0.79487 2.38 102 42.8571434 0 0
## 387 1120 117 3.11 0 0.83607 0.38 6 15.7894735 1 1
## 388 700 98 2.00 0 0.89189 0.92 37 40.2173920 0 0
## 389 960 73 2.21 0 0.92000 2.90 25 8.6206894 1 1
## 390 950 81 3.32 0 0.82692 1.61 15 9.3167706 1 1
## 391 750 74 2.44 1 0.97368 2.15 68 31.6279068 0 1
## 392 990 46 3.52 0 0.90385 0.10 1 10.0000000 1 0
## 393 950 79 1.86 0 0.75926 2.06 74 35.9223289 0 1
## 394 1130 71 2.15 0 1.01786 1.30 12 9.2307692 1 1
## 395 980 14 2.00 1 0.75000 1.90 42 22.1052628 0 1
## 396 800 15 2.00 0 0.73913 1.90 30 15.7894735 1 1
## 397 1280 54 3.38 0 0.72973 2.40 6 2.5000000 1 1
## 398 1070 106 2.40 0 0.55072 0.10 2 20.0000000 0 1
## 399 1170 53 3.47 0 0.69565 0.10 3 30.0000000 0 0
## 400 970 83 2.38 0 0.94000 0.10 4 40.0000000 0 1
## 401 1130 16 3.62 0 0.79365 2.40 6 2.5000000 1 1
## 402 860 44 2.86 0 0.65385 2.70 55 20.3703709 0 1
## 403 1060 80 3.17 0 1.00000 0.10 2 20.0000000 1 1
## 404 1090 51 2.64 0 0.75806 0.10 1 10.0000000 0 1
## 405 850 96 2.07 0 0.88889 1.34 14 10.4477615 0 0
## 406 1120 18 2.27 0 1.15385 2.15 63 29.3023262 1 1
## 407 960 16 2.93 0 1.08696 2.16 59 27.3148155 1 1
## 408 1270 17 3.76 0 0.89552 3.15 1 0.3174603 0 1
## 409 1130 126 3.15 0 0.94828 3.25 5 1.5384616 1 0
## 410 1110 120 3.11 0 0.94737 1.99 5 2.5125628 0 1
## 411 830 15 2.46 0 0.88636 3.72 71 19.0860214 1 1
## 412 1150 13 2.61 0 0.88525 3.72 89 23.9247303 0 1
## 413 1210 17 2.76 0 0.86154 2.90 17 5.8620691 1 1
## 414 870 108 2.22 1 0.74000 3.02 67 22.1854305 0 0
## 415 1010 131 2.90 0 0.77193 1.28 13 10.1562500 0 1
## 416 990 123 2.67 0 0.73684 1.28 8 6.2500000 1 1
## 417 1080 92 2.28 0 1.29787 2.34 99 42.3076935 0 1
## 418 1150 43 3.53 0 0.91667 2.51 13 5.1792827 1 1
## 419 1100 46 2.86 0 0.86441 0.10 1 10.0000000 0 0
## 420 940 16 1.87 0 1.04348 0.10 2 20.0000000 1 0
## 421 1360 52 3.98 0 0.78947 2.83 1 0.3533569 0 1
## 422 820 46 2.52 0 0.95238 0.10 2 20.0000000 1 0
## 423 760 13 1.07 0 0.85366 0.10 3 30.0000000 1 0
## 424 680 107 2.04 1 0.61905 0.91 13 14.2857141 1 0
## 425 880 47 2.21 0 1.04651 1.48 36 24.3243237 1 1
## 426 1170 45 2.71 0 0.74627 0.10 2 20.0000000 1 1
## 427 1220 42 2.76 1 0.67123 0.10 3 30.0000000 0 0
## 428 1020 16 2.87 0 0.82143 0.10 1 10.0000000 1 1
## 429 910 14 2.50 0 0.71698 0.10 2 20.0000000 1 1
## 430 1090 89 3.12 0 1.05660 0.10 2 20.0000000 1 1
## 431 990 80 3.13 0 1.02041 0.10 3 30.0000000 1 1
## 432 910 43 2.86 0 0.71698 0.10 3 30.0000000 0 1
## 433 1120 17 2.11 0 0.83607 0.10 4 40.0000000 1 1
## 434 1090 35 1.80 0 0.91228 0.10 3 30.0000000 0 1
## 435 1090 10 3.00 0 0.98182 0.10 1 10.0000000 1 1
## 436 880 104 2.23 0 0.72549 0.10 4 40.0000000 1 1
## 437 1060 17 3.64 0 0.82759 0.10 2 20.0000000 0 1
## 438 930 78 3.28 0 0.89796 0.10 3 30.0000000 1 1
## 439 730 43 3.09 0 0.87179 0.10 1 10.0000000 1 1
## 440 970 48 3.31 0 0.90196 0.10 1 10.0000000 1 1
## 441 900 49 1.83 0 0.83673 0.10 4 40.0000000 1 1
## 442 1120 17 3.76 0 0.67164 0.10 1 10.0000000 0 1
## 443 1000 16 1.37 0 0.75439 2.75 92 33.4545441 1 1
## 444 1130 14 2.78 0 0.91525 2.75 108 39.2727280 1 1
## 445 860 49 3.46 0 0.95455 2.65 30 11.3207550 1 1
## 446 830 15 2.20 0 0.84444 2.75 146 53.0909081 1 1
## 447 910 79 2.25 0 0.75000 2.61 116 44.4444427 1 1
## 448 1050 69 2.65 0 1.05882 2.61 50 19.1570873 1 1
## 449 930 15 2.06 0 0.78846 2.75 117 42.5454559 1 1
## 450 1050 117 3.34 0 0.59091 2.32 34 14.6551723 1 1
## 451 1240 88 3.86 0 0.82353 2.42 3 1.2396694 1 1
## 452 1230 107 2.97 0 0.95238 1.03 6 5.8252425 0 1
## 453 830 89 1.92 1 0.72917 4.57 279 61.0503273 0 1
## 454 950 48 1.93 0 0.97917 5.15 181 35.1456299 0 1
## 455 1200 113 2.33 0 1.14286 3.00 53 17.6666660 1 1
## 456 1180 12 3.58 0 1.07018 4.25 28 6.5882354 1 1
## 457 1200 52 3.51 0 1.06897 0.37 2 5.4054055 0 1
## 458 1010 70 1.81 0 0.94231 1.86 47 25.2688179 1 1
## 459 1160 91 3.42 0 1.03509 1.99 17 8.5427132 1 1
## 460 1070 21 2.66 0 0.98148 0.13 3 23.0769234 1 1
## 461 820 117 2.47 1 0.78261 0.98 16 16.3265305 0 1
## 462 1000 82 2.42 0 0.69492 0.36 17 47.2222214 0 1
## 463 1120 15 2.73 0 0.86667 1.64 27 16.4634151 0 1
## 464 740 14 2.07 1 1.05556 0.61 8 13.1147537 0 1
## 465 670 82 1.89 1 0.81081 0.76 58 76.3157883 0 0
## 466 980 38 2.31 0 0.92157 4.50 67 14.8888893 0 1
## 467 1130 81 2.82 0 0.85246 0.12 3 25.0000000 1 1
## 468 1240 80 3.45 0 0.85075 2.29 11 4.8034935 0 1
## 469 720 51 2.23 1 0.56522 0.10 7 70.0000000 0 0
## 470 690 51 1.72 1 0.91667 2.14 86 40.1869164 0 0
## 471 1210 121 3.09 0 0.89063 0.10 1 10.0000000 1 1
## 472 1120 15 2.33 0 1.15385 3.30 20 6.0606060 1 1
## 473 1020 16 2.18 0 0.96154 1.84 12 6.5217390 1 1
## 474 1040 15 2.80 0 0.65079 3.20 41 12.8125000 0 1
## 475 1080 14 3.14 0 0.74194 3.73 73 19.5710449 1 1
## 476 1080 16 3.25 0 0.86207 3.73 48 12.8686323 0 1
## 477 1130 120 2.99 0 0.91525 3.47 2 0.5763689 0 1
## 478 1120 19 2.68 0 0.80645 3.38 77 22.7810650 1 1
## 479 1120 17 3.17 0 0.80645 3.38 71 21.0059166 1 1
## 480 1190 119 3.78 0 0.75000 2.69 1 0.3717472 0 0
## 481 1010 73 1.90 0 0.71186 0.68 25 36.7647057 1 1
## 482 1210 91 2.71 0 0.75362 5.56 159 28.5971222 0 1
## 483 1020 44 2.00 1 0.61905 6.97 463 66.4275436 0 1
## 484 1060 48 3.20 0 0.68254 6.97 70 10.0430412 1 1
## 485 790 16 2.18 0 0.75556 8.15 258 31.6564426 1 1
## 486 1220 46 3.93 0 1.03333 6.97 3 0.4304161 1 1
## 487 850 52 1.86 0 0.84783 6.97 257 36.8723106 0 1
## 488 900 47 2.51 0 0.87500 6.97 106 15.2080345 1 1
## 489 1020 14 2.50 0 0.88889 6.10 207 33.9344254 1 1
## 490 1090 95 2.86 1 0.70313 4.72 67 14.1949148 0 1
## 491 1130 14 3.42 0 1.13208 6.14 123 20.0325737 1 1
## 492 1130 43 2.76 0 0.71212 2.69 40 14.8698883 0 1
## 493 910 46 3.28 0 0.89583 2.69 51 18.9591084 1 1
## 494 1040 78 2.50 0 0.82456 2.10 24 11.4285717 1 1
## 495 1160 15 3.73 0 0.84127 4.94 2 0.4048583 0 1
## 496 1030 16 2.50 0 1.01961 4.63 109 23.5421162 0 1
## 497 1040 43 2.39 0 0.82456 4.14 61 14.7342997 1 1
## 498 1070 16 2.68 0 0.87719 4.63 67 14.4708424 1 1
## 499 1010 17 2.88 0 1.02000 4.63 68 14.6868248 0 1
## 500 750 16 2.75 0 0.78571 2.25 48 21.3333340 0 1
## 501 950 44 2.68 0 1.20930 0.44 11 25.0000000 1 1
## 502 750 52 1.88 1 0.66667 4.12 178 43.2038841 0 1
## 503 1060 48 3.43 0 0.92727 0.87 16 18.3908043 1 1
## 504 990 12 0.25 0 0.94118 4.75 142 29.8947372 1 1
## 505 1360 84 3.95 0 0.83784 4.11 13 3.1630170 0 1
## 506 1080 17 1.82 0 0.83051 3.86 33 8.5492229 1 1
## 507 890 13 2.46 0 0.85417 3.86 139 36.0103645 1 1
## 508 1180 113 2.10 0 0.81538 3.56 34 9.5505619 0 1
## 509 1120 13 2.23 0 0.83607 1.37 20 14.5985403 1 1
## 510 990 133 2.96 0 0.80000 1.18 23 19.4915257 0 1
## 511 1100 51 2.07 0 0.54930 0.10 2 20.0000000 0 1
## 512 1150 17 3.41 0 0.85484 4.00 11 2.7500000 0 1
## 513 970 71 1.98 1 0.86538 0.10 4 40.0000000 0 1
## 514 950 76 2.71 0 0.86275 3.50 54 15.4285717 1 1
## 515 960 17 2.52 0 0.81132 0.10 6 60.0000000 0 1
## 516 1220 18 3.22 0 0.76812 4.00 3 0.7500000 1 1
## 517 930 44 2.13 0 0.78846 0.95 24 25.2631588 0 1
## 518 1350 17 3.64 0 0.87500 0.91 13 14.2857141 0 1
## 519 1280 109 3.48 0 0.82857 0.91 4 4.3956046 0 1
## 520 1020 18 2.66 0 1.04000 0.75 29 38.6666679 0 1
## 521 940 17 2.58 0 1.08889 1.01 1 0.9900990 1 0
## 522 1160 15 3.13 0 0.81250 5.19 30 5.7803469 0 1
## 523 1020 108 3.24 1 0.67213 4.50 39 8.6666670 1 1
## 524 850 18 2.00 0 0.66667 5.16 132 25.5813961 1 1
## 525 1260 83 2.50 0 0.88060 4.00 157 39.2500000 0 1
## 526 890 14 1.14 0 0.89362 5.16 321 62.2093010 1 1
## 527 940 19 1.63 0 0.77358 5.19 135 26.0115604 1 1
## 528 1160 79 3.06 0 0.84127 4.00 60 15.0000000 0 1
## 529 1040 45 2.26 0 0.82456 4.30 186 43.2558136 0 1
## 530 1010 114 2.88 0 0.98039 4.33 60 13.8568125 1 1
## 531 1070 16 2.87 0 0.91071 5.19 36 6.9364161 1 1
## 532 1160 74 3.12 0 1.00000 2.53 44 17.3913040 1 1
## 533 1040 20 2.75 0 0.85714 1.34 2 1.4925373 1 0
## 534 1060 17 3.17 0 0.73770 0.10 2 20.0000000 1 1
## 535 900 15 2.73 1 1.09302 0.10 5 50.0000000 0 1
## 536 910 17 1.64 0 0.78431 0.10 4 40.0000000 1 1
## 537 1130 48 3.41 0 1.09259 0.10 2 20.0000000 1 1
## 538 1000 13 2.76 0 0.81818 1.02 12 11.7647057 1 1
## 539 890 14 2.42 0 0.78000 0.10 4 40.0000000 1 1
## 540 1030 13 1.69 0 0.80702 2.04 12 5.8823528 1 1
## 541 1190 115 3.26 0 0.83077 0.10 1 10.0000000 1 1
## 542 1150 55 3.16 0 0.94915 4.50 9 2.0000000 0 1
## 543 1290 15 3.53 0 0.86957 3.75 2 0.5333334 0 1
## 544 1180 117 3.48 0 0.84375 1.42 6 4.2253523 0 1
## 545 1220 44 2.06 0 1.00000 4.23 64 15.1300240 0 1
## 546 1100 17 2.17 0 0.83333 0.42 3 7.1428571 0 0
## 547 1030 115 2.54 0 0.90741 1.50 25 16.6666660 1 1
## 548 960 15 3.13 0 1.00000 0.32 3 9.3750000 1 1
## 549 1080 16 3.43 0 0.89474 2.11 39 18.4834118 1 1
## 550 980 45 1.97 1 0.71930 5.68 384 67.6056366 0 1
## 551 880 15 1.60 0 0.83333 6.24 80 12.8205128 1 1
## 552 1090 47 2.80 0 0.87931 4.12 34 8.2524271 0 1
## 553 800 23 2.08 0 0.70213 6.48 307 47.3765450 1 1
## 554 960 83 1.80 0 1.04255 5.08 91 17.9133854 0 1
## 555 1100 45 2.86 0 0.71875 7.03 346 49.2176399 0 1
## 556 870 49 2.71 0 0.77551 1.27 35 27.5590553 1 1
## 557 960 73 2.12 0 1.00000 5.11 84 16.4383564 0 1
## 558 870 49 2.44 1 0.77551 2.27 27 11.8942728 1 1
## 559 1140 45 2.46 0 0.67647 3.50 143 40.8571434 0 1
## 560 1170 59 2.83 0 0.56000 4.35 123 28.2758617 0 1
## 561 1140 14 3.00 0 0.65217 5.22 41 7.8544064 0 1
## 562 1210 14 3.57 0 0.63514 0.53 5 9.4339619 0 1
## 563 1020 51 3.88 0 0.85455 1.50 21 14.0000000 1 1
## 564 1050 43 2.30 0 1.05882 4.71 130 27.6008492 1 1
## 565 1130 48 2.81 0 0.82258 4.71 63 13.3757963 0 1
## 566 1160 15 2.60 0 0.90164 4.14 52 12.5603867 0 1
## 567 1070 45 3.20 0 0.75410 3.96 71 17.9292927 0 1
## 568 1020 103 2.39 0 0.85455 5.05 183 36.2376251 0 1
## 569 940 48 2.47 0 0.84314 3.42 24 7.0175438 0 1
## 570 950 41 1.97 0 0.82692 3.74 87 23.2620316 0 1
## 571 910 17 2.52 0 0.97826 1.37 44 32.1167870 1 1
## 572 1240 81 2.96 0 0.77143 4.12 18 4.3689322 1 1
## 573 970 15 3.20 0 0.90196 2.23 43 19.2825108 0 1
## 574 1140 15 2.53 0 0.83871 1.71 83 48.5380135 1 1
## 575 940 17 1.64 0 0.80769 3.33 53 15.9159155 1 1
## 576 940 73 2.79 0 0.74074 3.83 53 13.8381205 0 1
## 577 790 87 2.71 1 1.39394 6.77 96 14.1802073 1 1
## 578 1190 50 3.34 0 0.70000 3.52 23 6.5340910 0 1
## 579 1010 41 2.97 1 0.74138 2.66 10 3.7593985 1 1
## 580 1020 41 2.95 0 0.75862 4.66 23 4.9356222 1 1
## 581 1050 76 2.60 1 1.10000 1.62 22 13.5802469 1 1
## 582 1270 16 2.87 0 0.73973 2.21 11 4.9773755 0 1
## 583 860 75 2.76 1 0.72000 1.13 29 25.6637173 1 1
## 584 1140 38 3.52 1 0.96552 4.54 36 7.9295154 0 1
## 585 1310 72 3.48 0 1.04688 0.52 1 1.9230769 0 0
## 586 940 86 2.41 0 0.95833 2.21 45 20.3619919 0 1
## 587 1110 87 2.74 0 0.91379 5.04 131 25.9920635 1 1
## 588 970 99 2.90 0 0.90196 4.01 75 18.7032413 0 1
## 589 1140 16 3.18 0 0.83871 4.99 28 5.6112223 1 1
## 590 970 42 2.28 0 0.97959 1.42 39 27.4647884 0 1
## 591 840 47 2.40 0 0.90909 1.42 57 40.1408463 1 1
## 592 1150 17 3.17 0 1.01754 0.47 12 25.5319157 0 1
## 593 1020 42 2.11 0 0.82143 3.90 83 21.2820511 0 1
## 594 1210 17 3.35 0 0.86154 3.83 75 19.5822449 1 1
## 595 900 43 2.74 0 0.73077 2.68 38 14.1791048 0 1
## 596 850 15 2.60 1 0.84783 2.56 39 15.2343750 0 1
## 597 1320 54 2.87 0 0.94118 0.10 2 20.0000000 1 1
## 598 1010 15 2.40 0 1.19565 3.40 88 25.8823528 1 1
## 599 920 42 2.11 0 0.87755 2.90 113 38.9655190 1 1
## 600 1330 16 4.00 0 0.79730 2.18 6 2.7522936 0 1
## 601 880 52 2.78 0 0.83333 0.26 4 15.3846149 0 1
## 602 1160 95 2.94 0 1.27451 0.93 12 12.9032259 1 1
## 603 1090 50 2.70 0 0.67692 2.15 7 3.2558138 0 1
## 604 1030 12 1.41 0 0.83929 0.10 4 40.0000000 0 1
## 605 1150 52 2.51 0 0.85484 0.94 13 13.8297873 1 1
## 606 1020 16 3.18 0 0.75862 1.48 30 20.2702694 0 1
## 607 1030 45 1.97 0 0.74576 1.20 68 56.6666679 0 1
## 608 1380 55 3.80 0 0.89041 1.23 1 0.8130081 0 1
## 609 1240 84 3.44 0 0.74648 1.97 3 1.5228426 0 1
## 610 1320 18 4.00 0 1.16393 2.61 10 3.8314176 1 1
## 611 990 16 2.50 0 0.86792 3.85 93 24.1558437 1 1
## 612 940 50 2.72 0 0.95833 3.89 33 8.4832907 1 1
## 613 980 45 2.53 0 1.04167 3.21 108 33.6448593 0 1
## 614 1120 51 3.29 0 1.15385 3.21 31 9.6573210 1 1
## 615 970 44 3.02 0 0.97959 1.25 36 28.7999992 1 1
## 616 1010 52 2.78 0 1.10417 1.25 47 37.5999985 1 1
## 617 1120 46 2.06 0 1.11321 1.25 87 69.5999985 0 1
## 618 1110 86 2.72 0 0.81967 0.60 12 20.0000000 0 1
## 619 1430 78 3.55 1 0.83333 2.85 14 4.9122806 0 1
## 620 900 20 2.00 0 1.19512 2.50 10 4.0000000 1 1
## 621 1230 50 2.84 0 0.89231 2.95 43 14.5762711 0 1
## 622 1240 41 2.36 0 0.87879 1.30 49 37.6923065 1 1
## 623 1090 50 3.88 0 0.98182 3.20 6 1.8750000 0 0
## 624 820 103 2.31 1 0.78261 0.05 2 40.0000000 1 1
## 625 1000 12 2.25 0 0.56250 2.51 93 37.0517921 0 1
## 626 1050 47 3.21 0 0.81034 0.10 5 50.0000000 1 1
## 627 1090 118 2.59 0 0.98182 2.36 57 24.1525421 1 1
## 628 1100 78 3.20 0 0.86441 2.25 112 49.7777786 0 1
## 629 860 80 2.53 0 0.95455 6.55 100 15.2671757 1 1
## 630 1320 99 2.67 0 0.94118 4.28 171 39.9532700 0 1
## 631 1190 134 2.44 0 0.98333 0.10 4 40.0000000 1 1
## 632 1010 14 2.64 0 0.94231 0.10 4 40.0000000 1 1
## 633 1090 52 2.42 0 1.09615 1.72 8 4.6511626 1 1
## 634 940 15 3.00 0 1.04348 1.80 52 28.8888893 1 1
## 635 990 41 2.95 0 1.02041 6.25 19 3.0400000 1 1
## 636 1180 16 3.25 0 1.00000 6.00 25 4.1666665 1 0
## 637 1210 41 2.68 0 1.32692 3.65 90 24.6575336 0 1
## 638 1250 82 2.73 0 0.89394 3.37 56 16.6172104 0 1
## 639 950 48 1.29 0 0.97917 3.28 29 8.8414631 0 1
## 640 1010 80 2.80 0 1.02000 3.27 66 20.1834869 1 1
## 641 1060 14 2.00 0 0.79661 2.60 45 17.3076916 1 1
## 642 1000 14 1.64 0 0.75439 2.60 68 26.1538467 0 1
## 643 1030 83 3.95 0 0.74576 1.05 6 5.7142859 1 1
## 644 810 18 2.44 0 0.97561 2.79 23 8.2437277 1 1
## 645 1160 13 3.76 0 0.75758 2.79 6 2.1505377 0 1
## 646 980 12 2.41 0 0.81481 0.22 13 59.0909081 0 1
## 647 1000 42 2.76 0 0.63934 2.76 70 25.3623180 0 1
## 648 1170 18 3.66 0 0.88710 2.52 10 3.9682539 1 1
## 649 1190 84 3.21 0 0.98333 2.65 20 7.5471697 1 1
## 650 1180 15 3.33 0 0.66197 3.08 59 19.1558437 1 1
## 651 1190 76 2.71 0 1.08772 2.61 46 17.6245213 1 1
## 652 780 100 2.82 0 1.00000 2.49 55 22.0883541 0 1
## 653 1010 17 3.41 0 0.74138 1.29 11 8.5271320 0 0
## 654 850 36 1.77 1 0.84783 3.58 135 37.7094955 0 1
## 655 1240 49 3.61 0 0.82353 3.58 1 0.2793296 1 1
## 656 1060 53 1.77 1 0.79661 2.99 149 49.8327751 0 1
## 657 1180 116 2.55 0 1.00000 4.01 158 39.4014969 0 1
## 658 830 47 2.70 0 1.24324 3.93 134 34.0966911 1 1
## 659 1070 16 2.31 0 0.94545 4.16 120 28.8461533 0 1
## 660 1090 107 2.02 0 0.94643 5.95 319 53.6134453 0 1
## 661 1000 14 2.92 0 0.92308 1.39 44 31.6546764 1 1
## 662 860 76 2.75 0 0.72000 0.48 2 4.1666665 1 1
## 663 1000 50 2.18 0 0.61290 2.49 28 11.2449799 1 1
## 664 1150 76 2.36 0 1.30000 2.69 99 36.8029747 0 1
## 665 1150 52 3.53 0 0.91667 2.77 43 15.5234661 0 1
## 666 1230 48 3.87 0 0.86364 1.96 6 3.0612245 0 1
## 667 1120 45 2.57 0 0.80645 3.36 23 6.8452382 0 1
## 668 870 11 1.36 0 0.89130 3.62 105 29.0055256 0 0
## 669 1190 17 2.11 0 0.70000 1.32 34 25.7575760 1 1
## 670 1060 12 3.50 0 1.00000 1.32 58 43.9393921 1 1
## 671 1050 17 2.58 0 0.87500 3.82 9 2.3560209 1 1
## 672 930 42 3.40 0 0.89796 3.44 21 6.1046510 1 1
## 673 1030 86 2.79 0 0.63492 3.80 9 2.3684211 0 0
## 674 970 81 2.70 0 0.86538 0.10 2 20.0000000 1 1
## 675 1150 54 2.88 0 0.85484 4.85 70 14.4329901 0 1
## 676 1020 14 2.42 0 1.00000 4.80 167 34.7916679 1 1
## 677 1170 52 3.42 0 0.82813 4.85 22 4.5360823 1 1
## 678 1000 16 3.06 0 0.88679 4.80 149 31.0416660 1 1
## 679 1140 54 3.29 0 0.75385 0.10 7 70.0000000 0 0
## 680 1070 109 2.56 0 0.87719 3.04 19 6.2500000 1 1
## 681 940 47 1.97 0 1.13636 4.20 140 33.3333321 1 0
## 682 1040 110 2.48 0 0.73333 4.20 84 20.0000000 0 1
## 683 1100 45 2.44 0 0.92982 2.92 33 11.3013697 0 1
## 684 1070 43 2.74 0 1.09804 0.92 18 19.5652180 1 1
## 685 1150 107 2.83 0 0.94915 5.66 147 25.9717312 0 1
## 686 1030 45 2.66 0 0.80702 5.73 312 54.4502602 1 1
## 687 1410 17 4.00 0 0.88000 4.20 36 8.5714283 0 1
## 688 1040 105 2.85 0 0.85714 2.54 120 47.2440948 0 1
## 689 900 81 2.50 0 0.95652 2.34 69 29.4871788 1 1
## 690 1000 119 2.99 0 1.00000 2.96 97 32.7702713 1 1
## 691 1140 50 2.80 0 0.83871 3.20 100 31.2500000 0 1
## 692 1130 112 2.65 0 0.76563 3.92 156 39.7959175 0 1
## 693 1130 17 2.82 0 0.85246 4.46 154 34.5291481 1 1
## 694 1220 49 2.81 0 1.00000 4.61 278 60.3036880 0 1
## 695 1110 16 3.37 0 0.98214 4.51 102 22.6164074 0 1
## 696 1170 66 2.72 0 0.98305 2.80 9 3.2142856 1 1
## 697 1270 45 3.46 0 0.84058 4.63 79 17.0626354 1 1
## 698 850 123 3.26 0 0.93182 4.64 130 28.0172405 1 1
## 699 1040 78 2.94 0 0.92593 4.64 122 26.2931042 1 1
## 700 1140 49 2.75 0 0.70149 0.81 35 43.2098770 1 1
## 701 980 50 2.26 0 0.84906 2.20 20 9.0909090 1 1
## 702 1220 15 4.00 0 0.93651 3.53 33 9.3484421 1 1
## 703 1150 20 3.40 0 0.91667 3.53 22 6.2322946 0 1
## 704 890 44 2.90 0 0.97778 4.29 78 18.1818180 0 1
## 705 1030 115 2.65 0 0.74576 4.19 142 33.8902130 0 1
## 706 1180 74 3.21 0 1.31373 4.21 58 13.7767220 1 1
## 707 1030 85 3.12 0 0.77586 4.21 59 14.0142517 1 1
## 708 940 48 2.47 0 0.67857 4.29 134 31.2354317 1 1
## 709 1120 112 3.07 0 1.11321 0.75 46 61.3333321 1 1
## 710 970 13 1.76 0 0.67241 0.10 8 80.0000000 1 1
## 711 1090 18 3.44 0 0.98182 3.46 55 15.8959541 0 1
## 712 940 14 3.00 0 0.70909 2.70 6 2.2222223 1 1
## 713 980 43 2.60 0 0.88462 2.86 68 23.7762241 1 1
## 714 1120 17 3.58 0 0.86667 5.10 131 25.6862736 1 1
## 715 1110 17 3.00 0 0.63235 5.04 173 34.3253975 0 1
## 716 1080 42 2.07 0 0.89474 4.76 275 57.7731094 0 1
## 717 1130 17 3.82 0 0.88333 5.04 101 20.0396824 0 1
## 718 1050 107 2.00 0 0.54412 2.70 50 18.5185184 0 1
## 719 1130 109 2.67 1 0.79365 1.79 104 58.1005592 0 1
## 720 1200 14 2.64 0 0.84615 1.67 24 14.3712578 0 1
## 721 1110 13 2.53 0 0.91379 3.22 70 21.7391300 1 1
## 722 800 75 2.26 0 0.77778 0.10 4 40.0000000 0 0
## 723 1070 82 3.02 0 0.84483 1.82 8 4.3956046 0 1
## 724 930 79 2.45 0 0.86000 2.28 128 56.1403503 0 1
## 725 1170 64 1.93 0 0.72059 2.28 13 5.7017546 0 1
## 726 980 41 2.53 0 1.04167 2.14 32 14.9532709 0 1
## 727 1200 43 2.11 0 0.66667 2.14 20 9.3457947 0 1
## 728 1170 86 3.40 0 0.69565 1.64 4 2.4390244 0 1
## 729 900 58 3.20 0 0.91489 1.72 14 8.1395350 0 1
## 730 1280 14 3.00 0 0.72973 2.26 26 11.5044250 1 1
## 731 1240 68 2.95 0 0.74648 1.62 92 56.7901230 0 1
## 732 1190 94 2.17 0 0.88889 1.24 25 20.1612911 0 1
## 733 1000 49 2.57 0 0.75439 3.30 178 53.9393921 0 1
## 734 940 12 2.75 0 0.80769 0.10 3 30.0000000 0 1
## 735 980 107 2.54 0 0.84906 2.47 98 39.6761131 0 1
## 736 1200 49 2.95 0 0.90476 0.85 17 20.0000000 0 0
## 737 1060 74 1.90 0 0.73770 0.05 3 60.0000000 0 1
## 738 1070 16 2.81 0 0.87719 3.61 71 19.6675892 0 1
## 739 990 116 3.30 1 0.67797 3.21 27 8.4112148 1 1
## 740 1060 45 2.15 0 1.03846 1.81 34 18.7845306 0 1
## 741 1060 16 3.25 0 0.79661 2.61 52 19.9233723 0 1
## 742 1270 84 2.89 0 0.84058 2.39 48 20.0836811 0 1
## 743 1040 15 3.73 0 0.79310 2.07 13 6.2801933 1 1
## 744 1320 17 3.64 0 0.83333 1.99 10 5.0251255 0 1
## 745 1060 42 1.95 0 0.76667 2.10 47 22.3809528 1 1
## 746 1240 67 2.10 0 0.90769 0.10 4 40.0000000 0 1
## 747 1120 16 3.00 0 0.96491 1.74 33 18.9655170 0 1
## 748 920 92 2.47 0 1.19048 2.11 60 28.4360199 1 1
## 749 1230 76 2.71 0 0.73239 3.14 30 9.5541401 1 1
## 750 1330 18 3.66 0 1.07813 3.57 32 8.9635859 0 1
## 751 1130 98 2.08 0 0.76563 2.47 123 49.7975693 0 1
## 752 1020 12 2.16 0 0.75862 2.15 59 27.4418602 0 1
## 753 1060 15 1.80 0 0.73770 2.88 45 15.6250000 1 1
## 754 1050 50 2.88 0 0.94444 2.82 74 26.2411346 0 1
## 755 1080 16 2.87 0 0.74194 2.09 67 32.0574150 1 1
## 756 1010 18 2.61 0 0.98039 3.12 69 22.1153851 0 1
## 757 920 38 3.28 1 0.95745 4.07 173 42.5061417 0 1
## 758 1030 49 2.12 0 0.80702 1.80 26 14.4444447 1 1
## 759 850 18 3.83 0 0.66667 3.50 13 3.7142856 1 1
## 760 1260 21 4.00 0 0.93846 5.24 58 11.0687027 0 1
## 761 1030 90 3.02 0 1.01961 0.76 8 10.5263157 0 1
## 762 830 19 3.05 0 0.93023 1.47 71 48.2993202 0 1
## 763 1430 17 3.76 0 0.93243 3.05 2 0.6557377 0 1
## 764 1210 16 4.00 1 0.83333 5.46 12 2.1978023 0 1
## 765 1120 46 2.04 0 0.83607 4.93 180 36.5111580 1 1
## 766 940 48 3.08 0 1.00000 4.93 115 23.3265724 1 1
## 767 1350 77 3.40 1 0.90141 0.05 4 80.0000000 1 1
## 768 1060 16 3.75 0 0.68254 5.03 45 8.9463224 1 1
## 769 820 69 2.71 1 0.82222 2.10 17 8.0952377 0 1
## 770 1100 57 2.54 0 0.80328 1.18 41 34.7457619 0 1
## 771 1190 73 2.23 0 0.60811 1.07 12 11.2149534 0 1
## 772 1070 122 3.21 0 0.94545 2.61 50 19.1570873 1 1
## 773 1130 45 3.11 0 0.79365 5.05 92 18.2178211 0 1
## 774 1060 79 3.41 0 1.03846 4.96 50 10.0806456 1 1
## 775 900 17 2.82 0 0.91489 5.41 87 16.0813313 1 1
## 776 1230 80 2.77 0 0.89231 0.04 3 75.0000000 0 1
## 777 1290 50 3.30 0 0.76712 1.51 20 13.2450333 0 1
## 778 1010 96 1.93 0 0.71186 4.37 88 20.1373005 0 1
## 779 1010 15 1.20 0 1.24444 0.82 21 25.6097565 0 1
## 780 840 45 2.24 0 0.78723 2.55 52 20.3921566 0 1
## 781 1320 52 3.46 0 0.80822 7.64 69 9.0314140 0 1
## 782 1010 17 1.88 0 0.83636 3.33 39 11.7117119 1 1
## 783 1020 45 3.48 0 0.82143 2.62 67 25.5725193 1 1
## 784 1110 46 2.60 0 0.76190 2.62 115 43.8931313 0 1
## 785 1040 48 2.85 0 0.79310 2.62 80 30.5343513 1 1
## 786 1020 17 1.58 0 0.72881 2.41 104 43.1535263 1 1
## 787 1030 17 2.88 0 0.71667 3.15 37 11.7460318 1 1
## 788 1220 116 2.31 0 0.79412 3.39 176 51.9174042 0 1
## 789 1040 16 2.43 1 0.79310 1.93 37 19.1709843 1 1
## 790 1060 83 2.06 0 0.79661 2.09 86 41.1483269 0 1
## 791 1060 80 3.63 0 0.82759 2.09 18 8.6124401 1 1
## 792 990 82 2.20 0 0.94118 2.09 110 52.6315804 0 1
## 793 1050 14 2.64 0 0.84211 1.93 50 25.9067364 0 1
## 794 960 46 3.15 0 0.65517 2.07 36 17.3913040 1 1
## 795 980 46 2.23 0 0.92157 2.07 85 41.0628014 1 1
## 796 940 77 2.90 0 0.88000 2.47 16 6.4777327 1 1
## 797 980 14 1.21 0 0.75000 2.80 77 27.5000000 0 1
## 798 1150 17 1.76 1 0.79688 2.83 13 4.5936394 1 1
## 799 1000 44 2.43 1 0.75439 1.59 67 42.1383629 1 1
## 800 1070 39 2.48 0 0.81356 1.59 86 54.0880508 1 1
## 801 1180 80 3.46 0 0.84375 1.69 48 28.4023666 0 1
## 802 910 15 2.46 0 0.75000 0.10 5 50.0000000 1 1
## 803 1080 131 2.83 0 1.00000 1.37 22 16.0583935 0 1
## 804 1050 51 3.52 0 0.90909 0.73 7 9.5890408 1 1
## 805 640 52 1.73 1 1.06452 2.19 63 28.7671242 0 0
## 806 1240 18 4.00 0 0.69863 1.00 33 33.0000000 0 0
## 807 1280 46 2.08 0 0.77778 1.38 28 20.2898560 0 1
## 808 820 78 2.23 0 1.00000 1.24 47 37.9032249 1 1
## 809 990 46 2.76 0 0.70690 0.94 39 41.4893608 0 1
## 810 1120 17 2.29 0 0.80645 3.40 111 32.6470604 0 1
## 811 1060 16 3.25 0 0.96296 3.40 147 43.2352943 0 1
## 812 1060 108 2.07 0 0.60606 3.28 123 37.5000000 0 1
## 813 1150 13 3.00 0 0.76923 3.40 63 18.5294113 1 1
## 814 1340 16 2.56 0 1.00000 2.70 72 26.6666660 1 1
## 815 1070 15 2.26 0 0.64615 2.70 99 36.6666679 0 1
## 816 970 47 2.17 0 0.86538 1.76 20 11.3636360 1 1
## 817 1260 117 2.70 0 0.96875 3.27 67 20.4892960 0 1
## 818 1080 17 3.11 0 1.00000 3.50 38 10.8571424 1 1
## 819 1190 17 2.41 0 0.85938 1.39 19 13.6690645 0 1
## 820 1040 99 2.69 0 0.85714 3.12 24 7.6923075 1 1
## 821 800 54 2.20 1 0.86047 8.31 220 26.4741268 0 0
## 822 1040 39 2.46 0 0.62500 4.17 158 37.8896866 0 1
## 823 1150 17 2.52 0 0.82540 5.47 214 39.1224861 1 1
## 824 1080 94 2.58 0 0.71429 0.85 1 1.1764706 1 1
## 825 1290 45 3.48 0 1.01563 1.60 2 1.2500000 0 1
## 826 980 45 2.24 0 0.88462 3.28 145 44.2073174 1 1
## 827 470 69 1.89 1 0.74074 2.31 92 39.8268394 0 0
## 828 1090 44 2.29 0 0.87931 2.40 37 15.4166670 1 1
## 829 990 79 2.91 0 0.73684 3.17 66 20.8201885 0 1
## 830 1040 104 3.33 0 0.73333 1.60 49 30.6250000 0 1
## 831 1190 106 3.14 0 0.88889 1.60 25 15.6250000 1 1
## 832 1100 17 2.29 0 0.83333 1.83 42 22.9508190 0 1
## 833 1100 45 3.02 0 0.64179 1.43 36 25.1748257 0 1
## 834 990 80 2.55 0 0.73684 1.13 53 46.9026566 0 1
## 835 1160 16 3.37 0 0.90164 1.00 16 16.0000000 1 1
## 836 960 13 2.69 0 0.81132 3.16 97 30.6962032 0 1
## 837 930 117 2.88 0 0.86000 3.67 41 11.1716623 0 1
## 838 1050 97 2.36 0 0.69355 1.55 84 54.1935501 0 1
## 839 1040 47 2.63 0 0.96226 1.91 79 41.3612556 1 1
## 840 1000 50 2.62 0 0.75439 2.50 73 29.2000008 0 1
## 841 1000 18 2.55 0 0.81818 1.36 16 11.7647057 0 1
## 842 1080 14 2.57 0 0.63636 1.80 49 27.2222214 0 1
## 843 1080 15 2.40 0 0.77049 1.80 71 39.4444427 1 1
## 844 1020 50 3.22 0 1.00000 2.80 47 16.7857151 0 1
## 845 1060 47 2.29 0 0.70968 3.43 46 13.4110785 0 1
## 846 970 39 2.25 0 0.83019 2.21 77 34.8416290 0 1
## 847 1030 76 3.11 0 0.94340 2.13 140 65.7276993 0 1
## 848 1080 16 1.62 0 0.89474 2.86 38 13.2867136 0 1
## 849 1010 77 2.77 0 0.77193 2.14 17 7.9439254 1 1
## 850 1030 46 2.47 0 0.94340 2.13 127 59.6244125 1 1
## 851 1140 84 2.26 0 0.56164 2.19 81 36.9863014 0 1
## 852 1170 51 2.60 0 0.74627 2.22 9 4.0540543 0 1
## 853 1040 71 2.23 0 1.08000 2.43 38 15.6378603 1 1
## 854 1080 43 1.97 0 0.89474 4.97 136 27.3641853 0 1
## 855 1100 43 2.60 0 0.92982 5.29 238 44.9905472 1 1
## 856 940 16 2.87 0 0.64912 1.00 27 27.0000000 0 1
## 857 1020 97 2.36 0 0.72881 0.99 35 35.3535347 1 1
## 858 1080 74 2.48 0 0.71429 1.00 24 24.0000000 0 1
## 859 1200 78 2.30 0 0.90476 4.14 68 16.4251213 0 1
## 860 1160 18 2.33 0 0.63380 5.13 112 21.8323593 0 1
## 861 1060 67 2.94 0 1.00000 5.35 64 11.9626169 1 1
## 862 970 84 3.23 0 0.79630 4.86 86 17.6954727 1 1
## 863 1050 114 3.39 0 0.77966 2.40 34 14.1666670 1 1
## 864 1130 49 3.06 0 0.88333 4.67 198 42.3982887 0 1
## 865 1440 15 3.80 0 1.00000 4.30 11 2.5581396 0 1
## 866 850 41 1.90 0 0.80851 4.30 170 39.5348854 0 1
## 867 980 50 2.80 0 1.04167 4.13 71 17.1912842 1 1
## 868 950 42 2.47 0 0.79245 4.13 96 23.2445526 0 1
## 869 1050 88 2.93 0 0.72131 3.70 17 4.5945945 1 1
## 870 1100 49 1.83 0 0.69231 2.56 146 57.0312500 0 1
## 871 1100 117 2.47 0 0.74603 2.34 67 28.6324787 0 1
## 872 1120 119 2.15 0 0.86667 2.68 106 39.5522385 1 1
## 873 1190 48 2.02 0 1.08772 2.32 182 78.4482727 0 1
## 874 920 115 2.53 0 1.30000 2.68 90 33.5820885 1 1
## 875 1040 41 2.21 0 0.73333 2.58 102 39.5348854 0 1
## 876 1110 124 2.91 1 1.05556 4.48 105 23.4375000 1 1
## 877 1110 73 2.56 0 0.79032 3.99 74 18.5463657 1 1
## 878 810 41 1.80 0 0.97561 4.18 169 40.4306221 0 1
## 879 1030 43 2.06 0 0.71667 1.45 40 27.5862064 0 1
## 880 1030 45 2.35 0 1.01961 3.27 70 21.4067287 1 1
## 881 1070 15 2.20 0 0.84483 1.52 38 25.0000000 1 1
## 882 1280 47 3.04 0 0.80282 1.67 41 24.5508976 1 1
## 883 1180 88 3.14 0 0.84375 1.92 11 5.7291665 1 1
## 884 980 55 2.54 0 0.88462 1.96 59 30.1020412 1 1
## 885 1080 16 2.68 0 0.74194 1.86 46 24.7311821 1 1
## 886 1290 50 4.00 0 1.15000 2.22 12 5.4054055 0 1
## 887 1050 14 2.00 1 0.75000 3.10 110 35.4838715 0 1
## 888 1120 81 2.87 0 1.07407 2.60 56 21.5384617 1 1
## 889 1040 18 3.66 0 0.70492 3.24 8 2.4691358 1 1
## 890 1200 65 1.60 0 0.69014 3.09 24 7.7669902 0 1
## 891 1100 110 3.97 0 0.96429 3.33 2 0.6006006 1 1
## 892 1140 17 3.17 0 0.90000 2.42 52 21.4876041 0 1
## 893 1040 16 1.87 0 1.03922 2.23 78 34.9775772 1 1
## 894 1110 17 3.23 0 0.58571 3.08 84 27.2727280 0 1
## 895 990 84 3.27 0 0.94118 2.05 25 12.1951218 1 1
## 896 1080 40 2.50 0 0.86207 1.99 83 41.7085419 0 1
## 897 1330 55 3.94 0 0.82192 0.31 1 3.2258065 0 1
## 898 1150 114 2.60 0 0.98276 0.91 23 25.2747250 0 1
## 899 1130 42 2.38 0 0.73846 1.28 32 25.0000000 0 1
## 900 840 41 2.73 0 1.04878 2.78 75 26.9784164 1 1
## 901 1000 16 2.81 0 0.81818 2.33 17 7.2961373 1 1
## 902 970 76 3.15 0 1.02083 2.41 45 18.6721992 1 1
## 903 1060 83 2.95 0 0.89286 2.67 67 25.0936337 0 1
## 904 1180 14 3.50 0 0.87302 2.92 16 5.4794521 1 1
## 905 1080 83 2.44 0 0.77049 2.54 81 31.8897629 0 1
## 906 1210 18 3.33 0 0.89063 3.89 40 10.2827759 1 1
## 907 1060 18 3.11 0 0.63077 4.11 99 24.0875912 1 1
## 908 1120 48 2.87 0 0.93103 3.69 192 52.0325203 0 1
## 909 1130 17 3.58 0 0.73846 4.11 96 23.3576641 0 1
## 910 1110 48 2.52 0 0.68182 2.20 56 25.4545460 1 1
## 911 1020 82 2.46 0 0.96154 3.79 125 32.9815292 1 1
## 912 960 45 2.62 0 0.88235 2.59 84 32.4324341 1 1
## 913 990 121 2.82 0 0.83333 2.24 109 48.6607132 0 1
## 914 890 115 3.26 0 0.93478 1.32 30 22.7272720 1 1
## 915 960 41 2.65 0 0.88235 2.10 84 40.0000000 0 1
## 916 1180 13 2.76 0 0.90323 2.64 103 39.0151520 0 1
## 917 970 14 3.14 0 0.73214 2.57 33 12.8404665 0 1
## 918 1020 13 3.23 0 0.82143 2.57 29 11.2840471 0 1
## 919 1060 45 2.15 0 0.82759 2.36 80 33.8983040 0 1
## 920 1130 17 3.00 0 0.73846 3.77 45 11.9363394 1 0
## 921 940 82 2.21 0 0.84314 2.15 23 10.6976748 1 1
## 922 990 16 3.31 0 0.94118 4.25 38 8.9411764 1 1
## 923 980 43 1.72 0 0.84906 3.91 167 42.7109985 0 1
## 924 1110 16 3.50 0 0.88136 3.48 57 16.3793106 0 1
## 925 1040 61 3.08 0 0.76271 3.22 14 4.3478260 1 1
## 926 1020 16 2.00 0 1.17021 2.19 76 34.7031975 1 1
## 927 800 114 3.06 0 0.86047 3.50 35 10.0000000 0 1
## 928 1060 14 2.21 0 0.85965 5.06 113 22.3320160 0 1
## 929 1030 47 2.40 0 0.87273 3.01 40 13.2890368 1 1
## 930 1070 127 2.78 0 0.87719 2.27 17 7.4889870 1 1
## 931 1090 18 2.61 0 0.75806 0.58 8 13.7931032 1 1
## 932 1200 55 2.25 0 0.73913 2.22 39 17.5675678 0 1
## 933 1130 16 3.25 0 0.94828 2.82 67 23.7588654 0 1
## 934 1230 108 3.82 0 0.89231 3.40 91 26.7647057 1 1
## 935 1280 91 3.21 0 1.28571 3.20 10 3.1250000 1 1
## 936 1000 46 2.23 0 0.85185 3.45 138 40.0000000 1 1
## 937 860 50 2.20 0 0.68627 3.45 135 39.1304359 1 1
## 938 1210 78 2.66 0 0.86154 4.69 190 40.5117264 0 1
## 939 960 42 2.80 0 0.84615 4.84 214 44.2148743 1 1
## 940 910 46 2.41 0 0.82000 4.84 104 21.4876041 1 1
## 941 990 78 2.52 0 0.98000 2.25 51 22.6666660 1 1
## 942 1080 111 2.61 0 1.11765 3.75 115 30.6666660 0 1
## 943 830 84 2.02 0 1.07500 3.50 40 11.4285717 1 1
## 944 910 17 2.17 0 0.85714 3.67 80 21.7983646 1 1
## 945 1040 15 2.26 0 0.70492 1.86 46 24.7311821 0 1
## 946 890 15 2.73 0 0.85417 2.21 20 9.0497742 1 1
## 947 1030 48 2.72 0 0.98077 1.38 15 10.8695650 1 1
## 948 1240 99 2.91 0 0.79710 1.55 17 10.9677420 0 1
## 949 1060 49 3.26 0 0.92727 1.02 8 7.8431373 1 1
## 950 860 121 2.76 0 0.91111 0.44 22 50.0000000 1 1
## 951 900 75 2.69 0 1.09302 4.23 76 17.9669037 1 1
## 952 1270 14 3.50 0 0.84058 2.08 8 3.8461537 0 1
## 953 1010 71 1.94 0 1.06122 0.10 3 30.0000000 1 1
## 954 1100 18 3.61 0 0.86441 0.46 2 4.3478260 1 1
## 955 1010 53 1.79 0 0.80357 3.40 79 23.2352943 1 1
## 956 910 50 2.00 0 0.75000 5.33 38 7.1294560 1 1
## 957 760 20 2.70 0 1.05405 4.50 111 24.6666660 1 1
## 958 900 48 2.62 0 0.73077 2.97 71 23.9057236 1 1
## 959 1170 47 3.68 0 0.85714 3.47 28 8.0691643 1 1
## 960 1050 47 2.48 0 0.64063 1.05 38 36.1904755 0 1
## 961 980 81 3.41 0 0.75000 2.21 37 16.7420807 0 1
## 962 1130 111 2.51 0 0.98246 2.54 39 15.3543310 0 1
## 963 1210 50 3.64 0 0.77941 3.72 29 7.7956991 0 1
## 964 1150 113 3.52 0 0.88525 4.75 9 1.8947369 1 1
## 965 1050 53 3.15 0 0.72131 6.95 134 19.2805748 0 1
## 966 1000 84 3.16 0 0.81818 7.25 137 18.8965511 1 1
## 967 1030 107 2.58 0 1.01961 7.60 207 27.2368412 0 1
## 968 950 48 2.06 0 0.97917 6.95 405 58.2733803 1 1
## 969 1240 77 2.83 0 0.67568 0.15 2 13.3333330 0 1
## 970 1030 45 1.84 0 0.49275 7.00 192 27.4285717 0 1
## 971 1110 77 2.09 0 1.09434 3.35 188 56.1194038 0 1
## 972 940 45 2.55 0 0.70909 3.37 139 41.2462921 1 1
## 973 1020 42 2.88 0 0.82143 2.67 30 11.2359552 0 1
## 974 970 47 2.31 0 0.83019 1.20 12 10.0000000 1 1
## 975 960 14 3.07 0 0.88235 1.25 6 4.8000002 1 1
## 976 1060 45 2.97 0 0.89286 3.64 77 21.1538467 1 1
## 977 980 100 2.79 0 0.88462 3.89 38 9.7686377 1 1
## 978 1070 69 2.26 1 0.81356 4.91 127 25.8655796 0 1
## 979 1040 68 1.80 0 0.82456 3.76 63 16.7553196 0 1
## 980 1000 107 2.85 0 0.75439 2.60 100 38.4615402 1 1
## 981 990 102 2.42 0 0.80000 4.33 145 33.4872971 1 1
## 982 1000 50 2.62 0 0.96078 5.09 112 22.0039291 0 1
## 983 1180 75 3.68 0 0.96667 2.45 10 4.0816326 1 1
## 984 1200 48 2.02 0 1.03390 0.10 4 40.0000000 1 1
## 985 1080 17 2.05 0 0.96364 3.66 74 20.2185783 1 1
## 986 1150 52 3.67 0 0.71642 0.88 4 4.5454545 0 1
## 987 1110 112 3.43 0 0.91379 4.63 159 34.3412514 1 1
## 988 1120 41 1.68 0 0.72308 8.47 331 39.0791016 0 1
## 989 1090 15 2.40 0 0.91228 3.84 219 57.0312500 0 1
## 990 1310 117 3.05 0 1.04688 1.64 4 2.4390244 0 1
## 991 1080 46 2.58 0 0.66154 0.89 12 13.4831457 0 1
## 992 1090 50 2.40 0 0.67692 7.40 51 6.8918920 1 1
## 993 1020 53 1.90 0 0.72881 7.40 153 20.6756763 1 1
## 994 1080 49 3.22 0 0.89474 2.19 16 7.3059359 1 1
## 995 960 75 2.77 0 0.92000 3.11 96 30.8681679 0 1
## 996 860 13 2.38 0 0.72000 0.10 6 60.0000000 1 1
## 997 1050 16 2.81 0 0.84211 0.10 3 30.0000000 0 1
## 998 1060 50 3.22 0 0.63077 4.17 68 16.3069553 0 1
## 999 1190 80 2.16 0 0.85938 1.22 36 29.5081959 0 1
## 1000 1000 47 2.63 0 1.04082 2.48 93 37.5000000 0 1
## 1001 1180 35 2.54 0 0.68571 2.48 54 21.7741928 0 1
## 1002 1020 48 1.95 0 0.85455 1.75 27 15.4285717 0 1
## 1003 1060 48 2.29 0 0.73770 0.10 5 50.0000000 0 1
## 1004 1000 45 2.91 0 0.69492 3.85 89 23.1168823 0 1
## 1005 1010 81 2.37 0 0.98039 2.39 73 30.5439339 1 1
## 1006 1160 77 2.90 0 0.78462 2.98 81 27.1812077 0 1
## 1007 1300 83 2.30 0 1.00000 4.08 92 22.5490189 1 1
## 1008 1010 48 3.08 0 0.77193 0.86 10 11.6279068 0 1
## 1009 970 46 3.60 0 0.79630 3.16 31 9.8101263 1 1
## 1010 1210 17 4.00 0 0.95161 4.56 26 5.7017546 0 1
## 1011 1030 16 3.37 0 0.87273 3.63 127 34.9862251 1 1
## 1012 1230 15 3.33 0 1.01639 3.63 7 1.9283746 0 1
## 1013 980 46 2.73 0 0.88462 1.85 13 7.0270271 1 1
## 1014 1110 17 2.17 0 0.88136 2.66 75 28.1954880 0 1
## 1015 950 95 2.63 0 0.82692 0.80 13 16.2500000 0 1
## 1016 1180 48 2.91 0 1.18519 0.49 8 16.3265305 1 1
## 1017 1040 67 2.08 0 0.62500 0.05 3 60.0000000 0 1
## 1018 1290 50 3.92 0 0.86957 2.50 9 3.5999999 1 1
## 1019 1010 108 2.25 0 0.74138 1.61 64 39.7515526 0 1
## 1020 980 46 2.10 0 0.81481 1.00 26 26.0000000 1 1
## 1021 970 13 1.69 0 0.70175 1.09 26 23.8532104 1 1
## 1022 1180 82 3.41 0 1.00000 0.80 14 17.5000000 1 1
## 1023 1340 46 4.00 0 0.91429 3.50 4 1.1428572 0 1
## 1024 1170 17 3.47 0 1.05263 4.30 47 10.9302330 1 1
## 1025 1230 105 3.40 0 0.75714 3.25 9 2.7692308 1 1
## 1026 920 85 2.10 0 0.64286 3.60 158 43.8888893 0 1
## 1027 1030 111 2.96 0 1.10204 1.30 12 9.2307692 1 1
## 1028 920 111 2.99 0 1.04444 1.30 11 8.4615383 1 1
## 1029 1140 43 3.20 0 0.96552 2.73 15 5.4945054 1 1
## 1030 810 14 1.14 0 0.80000 3.11 132 42.4437294 0 1
## 1031 1180 10 1.20 0 0.81538 3.11 14 4.5016079 0 1
## 1032 1020 42 1.80 0 0.85455 0.05 4 80.0000000 0 1
## 1033 1010 111 2.43 0 1.10417 4.03 105 26.0545902 0 1
## 1034 1090 15 2.80 0 0.78689 3.34 88 26.3473053 0 1
## 1035 630 115 2.07 1 0.61538 1.67 87 52.0958099 0 1
## 1036 870 15 3.00 0 0.89130 3.00 12 4.0000000 1 1
## 1037 760 49 2.79 0 0.85366 1.54 2 1.2987013 1 0
## 1038 1050 74 2.00 0 0.81034 3.09 27 8.7378645 0 1
## 1039 1020 115 3.48 0 0.85455 3.63 26 7.1625342 1 1
## 1040 1030 18 1.61 0 0.83929 3.31 158 47.7341385 0 1
## 1041 860 118 2.67 0 1.00000 2.39 61 25.5230122 1 1
## 1042 970 86 3.47 0 0.64407 2.39 10 4.1841006 0 1
## 1043 880 16 2.18 0 1.04651 1.88 44 23.4042549 0 1
## 1044 1230 85 3.87 0 0.78261 2.49 1 0.4016064 0 1
## 1045 1090 96 3.00 0 0.81667 2.39 38 15.8995819 0 1
## 1046 930 121 2.45 0 0.66071 1.18 15 12.7118645 0 1
## 1047 1300 45 2.60 0 0.75676 2.97 44 14.8148146 0 1
## 1048 1170 117 3.28 0 0.85714 1.93 4 2.0725389 0 1
## 1049 1010 12 1.75 1 0.98039 0.91 60 65.9340668 0 1
## 1050 1030 68 2.39 0 0.74576 0.73 60 82.1917801 0 1
## 1051 1020 16 3.50 0 0.88889 0.91 16 17.5824184 1 1
## 1052 910 15 2.60 0 1.16667 0.91 74 81.3186798 1 1
## 1053 900 17 1.94 0 0.87500 1.54 44 28.5714283 0 1
## 1054 1230 107 2.07 0 0.73239 5.91 51 8.6294413 0 1
## 1055 950 85 2.84 0 0.97917 6.08 35 5.7565789 0 1
## 1056 1220 79 3.92 0 0.90625 4.36 5 1.1467890 1 1
## 1057 990 16 1.62 0 0.76786 5.30 110 20.7547169 0 1
## 1058 1040 14 2.00 0 1.08000 5.43 164 30.2025776 1 1
## 1059 990 63 1.74 0 0.76786 0.50 46 92.0000000 0 1
## 1060 940 80 2.20 0 1.04348 3.73 17 4.5576406 1 1
## 1061 1120 52 2.84 0 0.75000 4.43 14 3.1602709 0 1
## 1062 980 126 2.93 0 0.75000 4.34 61 14.0552998 0 1
## 1063 1040 110 3.57 0 0.76271 3.04 14 4.6052632 1 1
## 1064 1080 80 2.57 0 1.11765 3.19 40 12.5391846 1 1
## 1065 1030 16 3.18 0 0.71667 1.85 35 18.9189186 0 1
## 1066 830 15 1.66 0 0.76596 2.43 28 11.5226336 0 1
## 1067 1080 54 2.98 0 1.07692 1.93 26 13.4715023 1 1
## 1068 860 17 2.29 0 0.79167 3.79 155 40.8970985 1 1
## 1069 1040 14 2.07 0 0.92593 5.67 97 17.1075840 0 1
## 1070 690 116 2.64 0 0.97143 1.29 9 6.9767442 1 1
## 1071 1160 17 3.64 0 0.78462 3.62 5 1.3812155 1 1
## 1072 900 48 1.75 0 0.60714 3.75 101 26.9333324 0 1
## 1073 1280 84 2.91 0 0.91045 2.13 12 5.6338029 0 1
## 1074 740 15 1.13 1 1.31250 2.32 63 27.1551723 1 1
## 1075 1010 29 1.51 0 0.83636 2.12 45 21.2264156 0 1
## 1076 900 18 3.00 0 0.73077 2.00 56 28.0000000 1 1
## 1077 1210 84 3.30 0 0.77941 1.89 5 2.6455026 1 1
## 1078 980 78 1.73 0 0.60656 3.51 53 15.0997152 0 1
## 1079 850 43 2.60 0 0.84783 5.05 69 13.6633663 1 1
## 1080 1020 40 2.77 0 0.88889 5.05 70 13.8613863 0 1
## 1081 1010 13 1.69 0 1.10417 5.10 154 30.1960793 0 1
## 1082 960 12 3.16 0 1.23256 5.10 43 8.4313726 0 1
## 1083 930 48 2.93 0 0.82353 5.05 75 14.8514853 1 1
## 1084 1130 75 2.48 0 0.85246 4.92 66 13.4146338 0 1
## 1085 950 14 2.28 0 0.86275 5.10 90 17.6470585 1 1
## 1086 1160 44 2.75 0 1.03509 5.05 33 6.5346537 1 1
## 1087 830 111 3.20 0 1.12821 4.44 96 21.6216221 1 1
## 1088 1160 16 3.31 0 0.81250 5.10 55 10.7843142 1 1
## 1089 950 17 3.41 0 0.75926 4.40 13 2.9545455 0 1
## 1090 980 74 2.37 1 0.88462 2.60 86 33.0769234 0 1
## 1091 880 17 3.05 1 0.76000 1.77 12 6.7796612 0 1
## 1092 1090 13 3.30 0 0.78689 0.56 30 53.5714302 0 1
## 1093 940 68 3.07 0 0.91837 0.10 3 30.0000000 0 1
## 1094 1120 42 2.45 0 0.86667 0.10 5 50.0000000 0 1
## 1095 930 48 2.60 0 0.69091 4.00 135 33.7500000 0 1
## 1096 970 43 3.09 0 0.97959 0.10 4 40.0000000 0 1
## 1097 930 15 1.86 0 0.66071 0.10 4 40.0000000 1 1
## 1098 1170 41 2.97 0 0.98305 0.10 2 20.0000000 1 1
## 1099 1220 18 3.38 0 0.93651 3.13 8 2.5559106 0 1
## 1100 1140 17 3.82 0 0.80952 2.21 3 1.3574661 1 1
## 1101 880 16 1.68 0 0.87234 4.55 89 19.5604401 1 1
## 1102 1130 94 1.91 0 0.79365 1.59 51 32.0754700 0 1
## 1103 880 16 1.50 0 0.79592 1.42 27 19.0140839 1 1
## 1104 1030 108 3.05 0 1.06000 1.59 7 4.4025159 1 1
## 1105 1010 13 2.00 0 1.06122 1.42 31 21.8309860 0 1
## 1106 1120 17 3.52 0 0.93103 2.81 5 1.7793595 0 1
## 1107 810 84 2.78 0 1.02500 2.38 12 5.0420170 1 1
## 1108 1160 49 3.61 0 0.96610 2.78 4 1.4388490 0 1
## 1109 1110 14 2.78 0 0.98214 2.60 63 24.2307701 1 1
## 1110 1370 73 3.23 0 0.82667 2.62 13 4.9618320 0 1
## 1111 950 114 2.62 0 0.75926 2.47 26 10.5263157 1 1
## 1112 960 92 3.03 1 0.60000 2.65 42 15.8490562 0 1
## 1113 1310 15 3.46 0 1.04688 1.68 6 3.5714285 1 1
## 1114 1030 14 0.85 0 0.77586 2.73 59 21.6117210 0 1
## 1115 1160 42 2.02 0 0.84127 3.89 36 9.2544985 0 1
## 1116 1180 15 3.06 0 0.87302 2.46 44 17.8861790 0 1
## 1117 1080 17 1.17 0 1.03774 4.04 63 15.5940590 0 1
## 1118 950 13 2.84 0 0.90000 1.59 18 11.3207550 0 1
## 1119 1170 14 3.28 0 0.74627 1.71 4 2.3391812 0 1
## 1120 790 79 2.59 0 1.07895 4.02 64 15.9203978 1 1
## 1121 940 73 2.42 0 0.84314 6.00 281 46.8333321 0 1
## 1122 1090 38 1.92 0 0.73016 6.50 71 10.9230766 0 1
## 1123 1280 101 3.39 0 0.93939 6.00 54 9.0000000 1 1
## 1124 1270 116 3.84 0 0.76389 6.00 1 0.1666667 0 1
## 1125 1090 11 2.54 0 1.13725 7.20 269 37.3611107 1 1
## 1126 1360 108 3.97 0 0.97101 4.59 1 0.2178649 1 1
## 1127 1320 119 3.21 0 0.80822 4.59 17 3.7037036 0 1
## 1128 910 15 3.06 0 0.85714 4.84 133 27.4793396 0 1
## 1129 880 40 2.07 0 0.79592 1.70 31 18.2352943 0 1
## 1130 1110 50 2.94 0 0.70769 1.26 9 7.1428571 0 1
## 1131 990 72 2.20 0 0.73684 1.61 30 18.6335411 0 1
## 1132 1250 49 4.00 0 0.76056 4.69 1 0.2132196 0 1
## 1133 770 43 2.11 0 0.79070 1.37 22 16.0583935 0 1
## 1134 890 17 2.88 0 0.81633 1.83 22 12.0218582 0 1
## 1135 1220 113 3.00 0 0.87692 1.72 15 8.7209301 0 1
## 1136 1220 84 3.21 0 0.74286 2.25 5 2.2222223 0 1
## 1137 1130 13 2.53 0 0.94828 6.63 276 41.6289597 0 1
## 1138 970 17 2.23 0 0.94000 6.63 212 31.9758663 0 1
## 1139 1230 56 3.07 0 0.75714 6.75 35 5.1851850 1 1
## 1140 1050 89 2.33 0 0.90909 5.95 59 9.9159660 1 1
## 1141 1350 48 3.85 0 0.80000 6.75 7 1.0370370 0 1
## 1142 870 44 2.22 0 0.77551 6.75 259 38.3703690 0 1
## 1143 890 50 3.36 0 0.97778 6.75 59 8.7407408 1 1
## 1144 970 15 3.80 0 0.83019 0.74 2 2.7027028 0 1
## 1145 1220 50 3.10 0 1.03333 4.22 95 22.5118484 0 1
## 1146 1040 62 3.04 0 0.57576 4.82 27 5.6016598 0 1
## 1147 920 105 2.83 1 0.73585 4.74 244 51.4767914 0 1
## 1148 940 46 2.69 0 0.88000 0.10 3 30.0000000 1 1
## 1149 1060 38 2.78 0 0.76667 1.21 18 14.8760328 1 1
## 1150 720 10 1.40 0 1.11765 1.14 31 27.1929817 1 1
## 1151 900 95 2.16 1 0.87500 1.99 52 26.1306534 0 1
## 1152 980 13 4.00 0 1.08511 0.72 2 2.7777777 1 1
## 1153 1000 14 3.07 0 0.92308 0.72 6 8.3333330 1 1
## 1154 1270 18 3.66 0 0.84058 2.10 7 3.3333333 0 1
## 1155 990 77 2.12 0 0.76786 1.96 6 3.0612245 0 1
## 1156 1000 14 2.42 0 0.63934 2.66 43 16.1654129 0 1
## 1157 1240 19 2.21 0 0.90769 4.56 56 12.2807016 0 1
## 1158 500 121 2.02 1 0.66667 4.75 145 30.5263157 0 0
## 1159 1300 80 3.38 0 0.83099 2.65 4 1.5094340 0 1
## 1160 1360 18 2.83 0 1.00000 2.41 35 14.5228214 0 1
## 1161 910 47 2.51 0 0.65455 2.29 36 15.7205238 1 1
## 1162 930 100 2.36 0 0.75472 1.39 7 5.0359712 1 1
## 1163 970 112 2.45 0 0.67241 2.25 15 6.6666665 0 1
## 1164 960 46 2.80 0 0.84615 2.35 32 13.6170216 0 1
## 1165 940 92 2.97 0 0.77358 3.35 11 3.2835820 1 1
## 1166 830 64 1.70 0 0.97619 1.92 67 34.8958321 0 1
## 1167 1120 126 2.10 0 0.96491 2.33 23 9.8712444 0 1
## 1168 1130 53 2.71 0 0.88333 1.95 4 2.0512822 0 1
## 1169 980 50 2.94 0 0.58065 2.65 17 6.4150944 0 1
## 1170 790 18 1.05 0 0.79545 2.76 68 24.6376820 0 1
## 1171 1030 48 2.79 0 0.80702 3.26 26 7.9754601 0 1
## 1172 990 82 2.86 0 0.80000 3.62 20 5.5248618 1 1
## 1173 880 50 2.94 0 0.87234 3.26 19 5.8282208 1 1
## 1174 970 96 2.28 1 0.90196 1.84 27 14.6739130 0 0
## 1175 960 46 1.73 1 0.74545 1.70 27 15.8823528 0 1
## 1176 1230 15 3.53 0 0.78261 4.81 48 9.9792099 0 1
## 1177 970 15 2.26 0 0.76364 2.85 73 25.6140347 1 1
## 1178 930 78 2.89 0 1.16279 3.16 57 18.0379753 1 1
## 1179 1110 86 3.00 0 0.94737 3.48 102 29.3103447 0 1
## 1180 1100 63 2.74 0 0.89655 3.61 99 27.4238224 0 1
## 1181 1310 116 3.66 0 0.92647 6.09 19 3.1198688 0 1
## 1182 990 83 3.10 0 0.80000 2.16 8 3.7037036 1 1
## 1183 950 117 2.97 0 0.63793 3.02 1 0.3311258 0 1
## 1184 1190 109 2.95 0 0.98333 0.79 46 58.2278481 1 1
## 1185 1120 74 2.55 0 1.07407 4.22 98 23.2227497 1 1
## 1186 1240 118 3.46 0 0.82353 4.25 37 8.7058821 0 1
## 1187 1040 13 4.00 0 0.85714 2.10 45 21.4285717 0 1
## 1188 880 61 1.60 0 1.09524 2.08 107 51.4423065 1 1
## 1189 1060 15 3.06 1 0.92727 6.57 141 21.4611874 0 1
## 1190 1010 16 2.81 0 0.65574 6.56 266 40.5487823 1 0
## 1191 1090 44 2.40 0 1.05660 3.15 38 12.0634918 1 1
## 1192 1220 74 3.21 0 0.82090 3.12 3 0.9615384 1 1
## 1193 1120 15 4.00 0 1.03636 2.78 4 1.4388490 0 1
## 1194 1160 52 3.26 0 0.78462 2.15 26 12.0930233 0 1
## 1195 950 45 3.13 0 0.97917 4.79 49 10.2296448 1 1
## 1196 1140 41 2.29 0 0.90000 2.33 107 45.9227486 0 1
## 1197 1010 44 2.45 0 0.71186 1.24 50 40.3225822 1 1
## 1198 1140 17 3.23 0 0.93220 1.45 51 35.1724129 1 1
## 1199 1140 14 3.07 1 0.62857 3.48 32 9.1954021 0 1
## 1200 910 13 2.53 0 1.21951 2.85 52 18.2456131 0 1
## 1201 1040 49 3.44 0 0.73333 5.36 28 5.2238808 1 1
## 1202 1300 51 3.05 0 0.96970 1.05 1 0.9523810 1 1
## 1203 1130 17 3.17 0 0.88333 1.42 35 24.6478882 1 1
## 1204 1200 46 2.67 0 0.73913 1.24 15 12.0967741 0 1
## 1205 1170 17 3.82 0 0.80000 1.30 6 4.6153846 0 1
## 1206 910 11 4.00 0 0.59649 4.26 156 36.6197166 0 1
## 1207 1010 12 1.91 1 0.77193 2.39 43 17.9916325 0 1
## 1208 850 15 3.73 0 0.77083 2.82 37 13.1205673 0 1
## 1209 1000 63 3.14 0 0.72414 1.39 12 8.6330938 1 1
## 1210 970 15 2.73 0 1.02083 3.16 173 54.7468338 0 1
## 1211 1200 15 3.26 0 0.84615 3.19 91 28.5266457 0 1
## 1212 930 82 2.92 0 1.06667 2.68 50 18.6567173 1 1
## 1213 1160 18 3.05 0 0.75758 0.52 5 9.6153851 1 1
## 1214 870 45 2.80 0 0.67308 2.14 7 3.2710280 1 1
## 1215 980 45 2.66 0 0.58065 3.77 151 40.0530510 0 1
## 1216 1260 76 3.47 0 0.82609 0.87 11 12.6436777 0 1
## 1217 910 84 3.52 0 0.82000 4.31 8 1.8561485 1 1
## 1218 1010 53 2.26 0 1.10417 1.97 18 9.1370554 0 1
## 1219 1020 13 1.30 0 1.12500 1.35 60 44.4444427 0 1
## 1220 910 15 2.86 1 0.68519 3.48 177 50.8620682 0 1
## 1221 1160 47 3.12 0 0.78462 4.63 32 6.9114470 0 1
## 1222 860 16 2.62 0 1.00000 1.96 35 17.8571434 0 1
## 1223 920 112 3.85 0 1.04444 2.30 20 8.6956520 0 1
## 1224 960 15 1.26 0 0.81132 1.09 52 47.7064209 1 1
## 1225 760 74 2.35 0 0.94872 1.73 47 27.1676292 1 1
## 1226 1000 16 2.00 0 0.88679 4.89 98 20.0408993 0 1
## 1227 820 113 3.12 1 1.10256 0.94 43 45.7446823 0 1
## 1228 1000 15 1.60 0 0.92308 2.96 64 21.6216221 1 1
## 1229 1300 78 3.17 0 0.73333 2.46 80 32.5203247 0 1
## 1230 1140 17 4.00 0 0.80952 2.49 1 0.4016064 0 1
## 1231 1190 44 2.97 0 0.83077 3.03 22 7.2607260 1 1
## 1232 710 12 2.91 0 1.08824 1.69 16 9.4674559 1 1
## 1233 1080 105 2.40 0 0.68750 2.88 81 28.1250000 0 1
## 1234 1330 61 3.00 0 0.77333 4.79 20 4.1753654 0 1
## 1235 1120 47 3.46 0 1.15385 6.58 88 13.3738604 1 1
## 1236 920 86 2.82 0 0.80392 6.18 123 19.9029121 1 1
## 1237 920 110 3.15 0 0.58621 4.07 29 7.1253071 1 1
## 1238 1060 120 2.61 0 1.12000 4.39 32 7.2892938 1 1
## 1239 940 45 2.04 1 0.91837 1.79 49 27.3743019 0 1
## 1240 720 12 1.00 1 0.71429 8.50 290 34.1176453 0 1
## 1241 1130 116 2.94 0 0.79365 0.78 56 71.7948685 0 1
## 1242 1070 52 3.94 0 0.78333 4.35 25 5.7471266 0 1
## 1243 1050 13 1.92 0 0.84211 4.58 86 18.7772923 1 1
## 1244 970 13 3.07 0 0.97959 1.90 37 19.4736843 0 1
## 1245 1130 17 2.35 0 0.82258 6.09 82 13.4646959 1 1
## 1246 910 80 2.45 0 1.11628 2.95 20 6.7796612 1 1
## 1247 1180 15 2.20 0 1.00000 7.37 165 22.3880596 1 1
## 1248 670 118 2.02 1 0.91429 3.15 231 73.3333359 0 0
## 1249 1180 16 2.00 0 0.81538 1.64 25 15.2439022 0 1
## 1250 1310 81 3.34 0 0.81944 1.93 1 0.5181347 0 1
## 1251 1020 79 2.98 0 0.82143 4.08 64 15.6862745 1 1
## 1252 1210 17 3.64 0 0.75362 4.86 60 12.3456793 0 1
## 1253 1070 114 3.23 0 0.84483 4.61 77 16.7028198 1 1
## 1254 1020 51 3.47 1 1.08163 4.68 75 16.0256405 1 1
## 1255 880 111 2.72 0 0.76000 4.35 96 22.0689659 1 1
## 1256 1140 14 3.78 0 1.00000 0.90 4 4.4444447 1 1
## 1257 920 43 2.02 0 1.13953 3.86 91 23.5751305 1 1
## 1258 1100 17 3.29 0 0.89655 2.11 13 6.1611376 0 1
## 1259 1040 73 2.50 1 0.79310 2.92 85 29.1095886 0 1
## 1260 1150 78 2.47 0 0.69118 5.01 73 14.5708580 0 1
## 1261 940 17 1.94 0 0.95833 4.67 100 21.4132767 1 1
## 1262 870 81 2.00 0 0.67308 0.39 28 71.7948685 1 1
## 1263 1110 109 2.90 0 1.09434 4.91 71 14.4602852 1 1
## 1264 1070 48 1.97 0 0.84483 6.09 71 11.6584568 1 1
## 1265 1050 126 3.46 0 0.84211 1.65 35 21.2121220 0 1
## 1266 1140 86 3.39 0 0.93220 1.24 16 12.9032259 1 1
## 1267 1250 101 2.45 0 0.81159 2.46 62 25.2032528 0 1
## 1268 890 12 2.00 0 1.17073 1.50 104 69.3333359 1 1
## 1269 990 55 3.36 0 1.15217 1.45 13 8.9655170 0 1
## 1270 1100 82 2.92 0 0.74603 1.86 37 19.8924732 0 1
## 1271 1070 15 3.93 0 0.81356 2.19 17 7.7625570 0 1
## 1272 990 89 2.55 0 0.94118 1.52 58 38.1578941 1 1
## 1273 1210 17 2.82 0 0.75362 2.58 24 9.3023252 0 1
## 1274 1150 17 3.00 0 0.71642 2.49 36 14.4578314 0 1
## 1275 1060 49 3.61 0 0.89286 2.33 12 5.1502147 1 1
## 1276 1090 14 2.71 0 0.67692 3.09 92 29.7734623 0 1
## 1277 1030 97 2.01 1 0.68852 3.84 129 33.5937500 0 1
## 1278 1090 110 2.75 0 0.78689 6.93 195 28.1385288 0 1
## 1279 990 66 2.60 0 0.73684 1.56 26 16.6666660 0 1
## 1280 1020 17 2.52 0 0.78947 5.62 230 40.9252663 1 1
## 1281 1100 75 2.34 0 0.83333 2.76 98 35.5072479 0 1
## 1282 1110 42 1.92 0 0.81967 5.19 233 44.8940277 0 1
## 1283 1040 14 1.85 0 0.79310 5.54 202 36.4620934 1 1
## 1284 1120 17 3.41 0 0.86667 3.38 54 15.9763317 0 1
## 1285 890 18 1.44 0 1.22500 0.10 9 90.0000000 1 0
## 1286 900 78 2.07 0 0.87500 1.69 24 14.2011833 1 1
## 1287 1110 44 3.13 0 0.91379 5.01 93 18.5628738 1 1
## 1288 740 118 2.98 0 0.94737 1.54 40 25.9740257 0 1
## 1289 1010 48 2.56 0 0.74138 3.36 116 34.5238113 0 1
## 1290 1090 13 2.15 0 0.70313 3.33 155 46.5465469 0 1
## 1291 950 13 3.53 0 0.79245 3.33 28 8.4084082 1 1
## 1292 1080 46 2.04 0 1.16000 0.79 42 53.1645584 1 1
## 1293 1070 16 2.18 0 0.64615 8.62 419 48.6078873 0 1
## 1294 1200 50 2.82 0 0.73913 0.73 24 32.8767128 0 1
## 1295 1090 50 2.34 0 0.91228 3.60 170 47.2222214 1 1
## 1296 910 15 3.00 0 0.78431 3.23 122 37.7708969 1 1
## 1297 1020 62 2.96 0 1.12500 4.38 191 43.6073074 1 1
## 1298 1030 44 2.22 0 0.87273 3.50 136 38.8571434 1 1
## 1299 880 71 2.49 1 0.95556 3.70 165 44.5945930 0 1
## 1300 1080 119 2.68 0 0.83051 2.40 54 22.5000000 0 1
## 1301 890 44 2.68 0 0.85417 3.73 146 39.1420898 1 1
## 1302 1060 43 2.88 0 0.68254 3.73 73 19.5710449 1 1
## 1303 1190 121 3.90 0 0.75000 3.89 1 0.2570694 1 1
## 1304 880 49 2.83 0 0.87234 3.73 130 34.8525467 1 1
## 1305 990 43 3.37 0 0.73684 3.73 65 17.4262733 0 1
## 1306 1040 50 1.94 0 0.70492 3.73 192 51.4745293 0 1
## 1307 920 110 2.83 0 1.00000 5.06 140 27.6679840 1 1
## 1308 1070 14 2.57 0 0.81356 4.69 177 37.7398720 0 1
## 1309 1100 16 2.81 0 0.77419 6.40 189 29.5312500 0 1
## 1310 1200 49 3.57 0 0.73913 6.41 36 5.6162248 0 1
## 1311 1180 81 3.32 0 0.84375 6.49 49 7.5500770 0 1
## 1312 1020 17 3.05 0 1.04000 1.90 32 16.8421059 1 1
## 1313 1110 41 2.97 1 0.73438 6.09 17 2.7914615 0 1
## 1314 1040 85 3.04 0 0.85714 1.65 13 7.8787880 0 1
## 1315 1190 86 3.84 0 0.75000 1.14 3 2.6315789 0 1
## 1316 1010 16 2.25 0 0.62903 3.21 102 31.7757015 0 1
## 1317 1250 47 3.85 0 0.89394 1.41 5 3.5460992 1 1
## 1318 1200 18 3.44 0 0.84615 1.12 14 12.5000000 0 1
## 1319 1100 82 2.63 0 0.86441 5.11 61 11.9373779 1 1
## 1320 990 15 2.66 0 1.20000 2.78 75 26.9784164 1 1
## 1321 1060 49 2.36 0 1.03846 3.16 106 33.5443039 1 1
## 1322 1050 16 3.56 0 0.98113 2.78 67 24.1007195 1 1
## 1323 910 16 3.18 0 0.68519 2.78 28 10.0719423 0 1
## 1324 950 45 3.08 0 0.69643 3.16 65 20.5696201 0 1
## 1325 1040 41 1.95 0 0.92593 2.46 107 43.4959335 1 1
## 1326 1100 17 2.76 0 1.50000 4.89 113 23.1083851 1 1
## 1327 930 16 2.68 0 0.60345 3.73 111 29.7587128 0 1
## 1328 1000 82 2.81 0 0.66667 3.35 105 31.3432827 1 1
## 1329 920 124 3.46 0 0.95745 1.52 21 13.8157892 0 1
## 1330 1120 14 2.21 0 1.00000 0.96 52 54.1666679 0 1
## 1331 1190 74 2.14 0 0.83077 2.64 33 12.5000000 0 1
## 1332 1200 78 2.71 0 0.93548 1.19 54 45.3781509 1 1
## 1333 1010 39 2.35 1 0.77193 7.71 129 16.7315178 0 1
## 1334 1190 54 2.79 0 0.98333 2.03 20 9.8522167 0 1
## 1335 930 49 2.67 0 1.11364 1.84 57 30.9782600 0 1
## 1336 1220 15 1.86 0 0.69444 2.21 150 67.8733063 0 1
## 1337 1000 17 2.35 0 0.85185 0.10 1 10.0000000 1 1
## 1338 810 13 1.00 0 0.80000 2.26 26 11.5044250 0 0
## 1339 1210 17 3.23 0 0.83333 2.26 5 2.2123895 0 1
## 1340 920 53 3.09 0 0.87755 2.09 26 12.4401913 1 1
## 1341 670 97 2.12 0 0.76316 1.52 6 3.9473684 1 0
## 1342 960 112 3.47 0 1.13333 1.52 9 5.9210525 1 1
## 1343 820 19 2.57 0 1.21622 1.66 26 15.6626511 1 0
## 1344 910 81 2.60 0 1.21951 1.58 31 19.6202526 0 1
## 1345 720 121 2.59 0 1.00000 1.52 14 9.2105265 1 0
## 1346 900 90 2.22 0 1.04545 1.58 7 4.4303799 1 0
## 1347 1040 115 2.84 0 0.79310 1.52 21 13.8157892 0 1
## 1348 740 104 3.02 0 0.76190 1.52 9 5.9210525 1 1
## 1349 1220 109 2.58 0 0.93651 1.52 1 0.6578947 1 1
## 1350 850 17 2.35 0 0.88889 1.66 34 20.4819279 0 1
## 1351 710 15 2.73 0 0.73171 1.66 20 12.0481930 0 1
## 1352 1430 17 3.76 0 0.93243 1.66 1 0.6024097 0 1
## 1353 880 15 2.66 0 1.04651 0.20 9 45.0000000 1 1
## 1354 1130 48 4.00 0 1.09259 0.29 2 6.8965516 1 1
## 1355 1000 14 2.42 1 0.88679 0.20 11 55.0000000 0 1
## 1356 1010 99 2.92 0 0.87037 2.90 19 6.5517240 0 1
## 1357 1390 123 2.77 0 0.85333 2.90 2 0.6896552 0 1
## 1358 1020 87 3.05 0 0.78947 3.22 68 21.1180115 0 1
## 1359 880 110 2.71 0 0.79592 2.90 45 15.5172415 0 1
## 1360 1030 14 1.92 0 0.87273 2.15 33 15.3488369 0 1
## 1361 1000 67 2.32 0 0.92308 2.70 40 14.8148146 0 1
## 1362 880 16 3.37 0 0.69231 2.15 41 19.0697670 0 1
## 1363 1170 53 3.81 0 0.77273 2.75 3 1.0909091 0 1
## 1364 1280 124 3.92 0 0.75342 2.90 4 1.3793104 1 1
## 1365 820 119 2.54 0 1.34286 2.90 20 6.8965516 1 1
## 1366 1190 111 3.61 0 0.83077 2.90 7 2.4137931 1 1
## 1367 790 17 2.05 1 0.88095 2.35 90 38.2978706 0 0
## 1368 1070 49 2.93 0 0.72581 2.75 61 22.1818180 0 1
## 1369 1110 17 3.11 0 0.76190 2.15 75 34.8837204 0 1
## 1370 980 117 2.98 0 1.04167 5.75 65 11.3043480 1 1
## 1371 1270 16 3.62 0 0.81429 2.15 23 10.6976748 0 1
## 1372 1090 49 2.67 0 0.57971 2.75 19 6.9090910 0 1
## 1373 990 105 1.87 0 0.98000 2.90 40 13.7931032 0 1
## 1374 1000 15 2.13 0 0.75439 2.62 35 13.3587790 0 1
## 1375 1060 17 2.58 0 0.76667 2.62 30 11.4503813 1 0
## 1376 1090 17 3.41 0 0.73016 2.53 24 9.4861660 1 1
## 1377 1080 74 2.50 0 0.77049 2.36 42 17.7966099 0 1
## 1378 920 16 3.43 0 0.91667 2.53 23 9.0909090 1 1
## 1379 1430 53 3.94 0 1.01408 2.24 2 0.8928571 0 1
## 1380 1320 82 3.63 0 0.71429 2.36 1 0.4237288 1 1
## 1381 1040 16 2.06 0 0.92593 2.53 31 12.2529640 1 1
## 1382 950 17 2.82 0 1.02128 2.36 80 33.8983040 1 1
## 1383 970 113 2.69 0 1.15556 2.22 34 15.3153152 0 1
## 1384 1090 60 3.03 0 0.84746 2.36 27 11.4406776 1 1
## 1385 980 96 3.65 0 0.81481 2.22 9 4.0540543 1 1
## 1386 1080 16 3.00 0 0.74194 2.53 28 11.0671940 1 1
## 1387 860 108 2.74 0 1.04762 0.14 6 42.8571434 1 1
## 1388 910 14 2.64 0 1.11628 0.26 5 19.2307701 1 1
## 1389 1010 22 3.18 0 0.87037 0.26 7 26.9230766 0 1
## 1390 1010 47 1.59 0 0.57813 2.80 107 38.2142868 0 1
## 1391 1120 42 2.73 0 0.83607 2.80 5 1.7857143 0 1
## 1392 950 117 3.11 0 0.79245 2.80 17 6.0714288 1 1
## 1393 780 76 3.67 0 0.73333 2.80 36 12.8571424 1 0
## 1394 1130 81 3.37 0 0.76563 2.80 16 5.7142859 1 0
## 1395 940 10 2.20 0 0.74074 3.40 53 15.5882349 1 1
## 1396 1020 44 3.18 0 0.82143 2.80 20 7.1428571 1 1
## 1397 1020 108 2.75 0 0.75862 2.80 36 12.8571424 1 1
## 1398 890 76 3.36 0 1.22500 2.80 18 6.4285712 1 1
## 1399 1070 13 1.92 0 1.18367 3.40 108 31.7647057 0 1
## 1400 850 123 2.57 0 0.70000 2.80 52 18.5714283 0 1
## 1401 1330 50 3.64 0 0.84722 2.80 10 3.5714285 0 1
## 1402 890 12 2.75 0 0.93478 2.80 87 31.0714283 1 1
## 1403 1080 12 3.16 0 0.80000 3.40 9 2.6470587 0 1
## 1404 950 51 2.62 0 0.86275 2.80 74 26.4285717 1 1
## 1405 1230 50 3.88 0 1.05000 2.80 1 0.3571429 1 1
## 1406 870 20 2.65 0 1.23077 3.40 152 44.7058830 0 1
## 1407 1290 78 2.52 0 1.08065 2.80 62 22.1428566 0 1
## 1408 1120 48 2.45 0 0.75000 2.80 14 5.0000000 0 1
## 1409 1220 77 3.02 0 0.76812 2.80 6 2.1428571 1 1
## 1410 790 43 2.32 0 0.83721 2.80 44 15.7142859 1 1
## 1411 1200 47 4.00 0 0.79104 2.80 1 0.3571429 1 1
## 1412 890 18 1.55 0 0.74510 3.40 88 25.8823528 1 1
## 1413 1060 17 3.23 0 0.85965 3.40 23 6.7647057 0 1
## 1414 1080 123 3.04 0 0.86207 2.80 18 6.4285712 1 1
## 1415 1050 48 3.16 0 0.98113 2.80 41 14.6428576 0 1
## 1416 850 77 2.28 0 0.88889 2.80 61 21.7857151 1 1
## 1417 740 97 1.95 1 0.60870 2.80 149 53.2142868 0 0
## 1418 920 114 2.14 0 0.73585 2.80 31 11.0714283 1 1
## 1419 1120 15 1.13 0 0.89831 3.40 56 16.4705887 0 1
## 1420 1050 16 3.00 0 0.98113 3.40 20 5.8823528 1 1
## 1421 1360 18 2.77 0 0.94286 3.40 27 7.9411764 0 1
## 1422 1230 44 1.93 0 0.80882 2.80 17 6.0714288 1 1
## 1423 890 83 2.56 0 0.93478 2.80 44 15.7142859 1 1
## 1424 940 127 1.96 0 1.23810 2.80 50 17.8571434 1 1
## 1425 1020 45 2.42 0 0.88889 2.80 95 33.9285698 0 1
## 1426 980 13 2.00 0 0.88462 3.40 109 32.0588226 0 1
## 1427 1050 16 2.12 0 0.66667 3.40 43 12.6470585 0 1
## 1428 1000 14 2.50 0 0.88679 3.40 28 8.2352943 1 1
## 1429 940 45 2.66 0 0.59322 2.80 26 9.2857141 0 1
## 1430 1110 10 2.60 0 0.94737 3.40 25 7.3529410 1 1
## 1431 1080 86 2.18 0 0.83051 2.80 46 16.4285717 0 1
## 1432 850 21 1.85 0 0.77083 2.80 95 33.9285698 1 1
## 1433 920 88 1.84 0 0.64286 2.80 84 30.0000000 0 1
## 1434 970 50 3.32 0 0.64407 2.80 25 8.9285717 1 1
## 1435 1030 118 2.82 0 1.06000 2.80 28 10.0000000 0 1
## 1436 820 47 2.12 0 1.21622 2.80 65 23.2142849 1 1
## 1437 800 11 1.00 0 0.95122 3.40 71 20.8823528 0 0
## 1438 910 82 2.89 0 0.85714 2.80 71 25.3571434 1 1
## 1439 1040 16 2.81 0 0.92593 3.40 30 8.8235292 1 1
## 1440 960 48 1.68 0 0.68421 1.68 5 2.9761906 1 1
## 1441 960 17 2.05 0 1.00000 1.57 9 5.7324839 1 1
## 1442 1110 48 2.64 0 1.01818 0.28 16 57.1428566 0 1
## 1443 1190 78 2.73 0 0.83077 2.95 23 7.7966104 1 1
## 1444 1090 16 3.06 0 1.42222 2.51 33 13.1474104 1 1
## 1445 780 71 2.38 1 0.81395 2.74 118 43.0656929 0 1
## 1446 1110 67 3.00 0 0.88136 2.95 9 3.0508475 0 1
## 1447 980 95 2.21 0 0.84906 2.74 13 4.7445254 1 1
## 1448 840 88 2.36 0 0.95349 2.95 19 6.4406781 1 1
## 1449 930 16 1.31 0 0.89796 2.51 22 8.7649403 1 1
## 1450 840 44 2.27 1 1.21053 2.12 75 35.3773575 0 1
## 1451 1090 52 1.84 0 0.84746 2.12 107 50.4716988 0 1
## 1452 1030 41 2.21 0 0.87273 2.12 70 33.0188675 0 1
## 1453 770 15 2.26 0 0.87805 2.51 24 9.5617533 1 1
## 1454 1280 45 4.00 0 0.91045 2.12 1 0.4716981 0 1
## 1455 930 29 2.03 0 0.75472 2.12 25 11.7924528 0 1
## 1456 1000 87 2.36 0 0.85185 2.95 53 17.9661026 1 1
## 1457 870 13 1.30 0 1.07143 2.51 36 14.3426294 1 1
## 1458 1070 47 2.27 0 1.05769 2.95 13 4.4067798 0 1
## 1459 910 52 2.92 0 1.11628 2.12 7 3.3018868 1 1
## 1460 1040 81 2.82 0 0.89091 2.95 39 13.2203388 0 1
## 1461 910 108 1.89 0 0.78431 2.74 32 11.6788321 0 1
## 1462 1110 114 3.37 0 0.79032 2.74 5 1.8248175 1 1
## 1463 950 81 2.70 0 0.97917 2.95 40 13.5593224 1 1
## 1464 940 14 2.85 0 0.88000 2.51 37 14.7410355 1 1
## 1465 1170 100 3.43 0 0.82813 2.74 15 5.4744525 0 1
## 1466 860 78 2.23 0 0.95455 2.95 27 9.1525421 1 1
## 1467 1020 16 3.31 0 0.78947 2.51 78 31.0756969 0 1
## 1468 930 42 1.90 0 0.82353 2.12 24 11.3207550 1 1
## 1469 860 12 0.25 0 0.72000 2.51 35 13.9442234 1 1
## 1470 1190 42 3.47 0 0.70000 2.12 6 2.8301888 0 1
## 1471 950 13 2.53 0 1.02128 2.51 34 13.5458164 0 1
## 1472 930 80 2.27 0 0.72222 2.95 56 18.9830513 1 1
## 1473 1190 106 3.42 0 0.77612 2.74 1 0.3649635 0 1
## 1474 1070 46 2.26 0 0.81356 2.12 85 40.0943413 0 1
## 1475 1120 14 3.71 0 0.89831 1.36 1 0.7352941 1 0
## 1476 1070 17 3.05 0 0.78333 1.36 12 8.8235292 0 1
## 1477 920 14 2.50 0 1.09091 1.36 4 2.9411764 1 0
## 1478 1200 17 3.82 0 1.06897 0.77 3 3.8961039 1 1
## 1479 1060 92 2.10 0 0.92727 0.77 3 3.8961039 1 1
## 1480 1070 115 3.10 0 0.98148 0.77 4 5.1948051 1 1
## 1481 1150 49 3.53 0 0.71642 0.80 1 1.2500000 1 1
## 1482 1000 16 3.81 0 0.88679 1.40 6 4.2857141 1 1
## 1483 1240 15 2.53 0 0.72222 1.40 10 7.1428571 0 1
## 1484 1000 42 2.69 0 0.78571 1.12 11 9.8214283 0 1
## 1485 1190 41 2.07 0 0.91935 1.12 12 10.7142859 0 1
## 1486 1060 100 3.11 0 0.82759 1.43 1 0.6993007 0 0
## 1487 1180 17 3.58 0 0.90323 1.23 2 1.6260163 1 1
## 1488 920 17 1.94 0 0.73585 1.23 20 16.2601624 0 1
## 1489 1030 44 2.43 0 0.94340 1.18 8 6.7796612 0 1
## 1490 1080 17 2.88 0 0.89474 1.26 8 6.3492064 1 0
## 1491 1110 63 3.09 0 0.81967 1.18 3 2.5423729 1 1
## 1492 1200 17 4.00 0 0.79104 1.23 1 0.8130081 0 1
## 1493 980 47 2.02 0 0.75000 1.18 27 22.8813553 0 1
## 1494 840 85 2.27 0 0.95349 1.18 27 22.8813553 1 1
## 1495 1060 40 3.45 0 0.73770 1.18 7 5.9322033 1 1
## 1496 1230 79 3.60 0 1.01639 1.18 1 0.8474576 1 1
## 1497 980 42 2.28 0 0.81481 1.18 14 11.8644066 1 1
## 1498 870 55 1.87 0 0.77551 1.57 16 10.1910830 0 1
## 1499 1340 47 3.48 0 0.86111 1.57 1 0.6369427 0 1
## 1500 890 16 3.12 0 0.89362 1.47 6 4.0816326 1 1
## 1501 870 113 2.67 0 0.89130 1.75 56 32.0000000 0 1
## 1502 1080 17 2.17 0 0.77049 1.46 36 24.6575336 0 1
## 1503 940 15 2.66 0 0.91837 1.47 11 7.4829931 1 1
## 1504 1230 17 3.58 0 0.83582 1.54 1 0.6493506 0 1
## 1505 1050 17 2.17 0 0.75000 1.47 7 4.7619047 0 0
## 1506 1040 16 3.06 0 0.76271 1.47 19 12.9251699 0 1
## 1507 990 118 2.31 0 0.76786 1.75 19 10.8571424 1 1
## 1508 1050 17 1.88 0 0.84211 1.47 18 12.2448978 1 1
## 1509 1020 84 3.47 0 0.88889 1.63 16 9.8159513 1 1
## 1510 1030 85 3.90 0 0.68852 1.63 1 0.6134970 1 1
## 1511 830 48 2.33 0 0.84444 1.57 21 13.3757963 1 1
## 1512 1180 45 3.04 0 0.84375 1.57 6 3.8216560 0 1
## 1513 1020 16 2.06 0 0.78947 0.22 7 31.8181820 0 1
## 1514 890 11 1.72 0 1.02273 0.22 16 72.7272720 0 1
## 1515 990 77 3.59 0 1.20000 0.34 4 11.7647057 1 1
## 1516 1260 104 2.73 0 0.75000 2.23 8 3.5874438 0 1
## 1517 970 47 2.95 0 0.70175 2.01 1 0.4975124 1 1
## 1518 710 13 1.76 0 0.86842 2.00 29 14.5000000 1 0
## 1519 810 105 2.00 0 0.68750 2.23 10 4.4843049 0 1
## 1520 920 14 1.57 0 0.95745 2.00 13 6.5000000 1 1
## 1521 930 16 2.50 0 0.89796 2.00 83 41.5000000 0 1
## 1522 1310 17 2.70 0 0.70130 2.00 52 26.0000000 0 1
## 1523 1260 51 2.01 0 1.00000 2.01 4 1.9900497 0 1
## 1524 1170 77 2.24 0 1.01724 2.03 6 2.9556651 0 1
## 1525 1060 114 3.26 0 0.82759 2.03 4 1.9704434 1 1
## 1526 1270 55 1.72 0 1.04839 1.83 7 3.8251367 0 1
## 1527 980 54 1.75 0 1.17778 1.83 67 36.6120224 0 1
## 1528 1210 17 4.00 0 0.75362 2.58 2 0.7751938 0 1
## 1529 880 12 2.00 0 0.91304 2.58 65 25.1937981 0 1
## 1530 1260 43 2.81 0 0.80000 1.83 4 2.1857924 0 1
## 1531 1030 48 2.58 0 0.83929 1.83 22 12.0218582 0 1
## 1532 1060 18 3.05 0 0.68254 2.58 18 6.9767442 0 1
## 1533 900 49 2.57 0 0.91489 1.83 20 10.9289618 0 1
## 1534 1030 44 2.06 0 0.98077 1.83 23 12.5683060 0 1
## 1535 670 93 2.05 0 0.97059 2.33 81 34.7639503 0 1
## 1536 1060 12 2.08 0 1.12000 2.58 35 13.5658913 0 1
## 1537 1070 53 3.41 0 0.98148 1.83 2 1.0928962 1 1
## 1538 1070 86 2.90 0 0.72581 2.03 4 1.9704434 1 1
## 1539 800 11 1.72 0 0.77778 2.58 53 20.5426350 0 1
## 1540 1180 20 2.95 0 0.96667 2.58 37 14.3410854 0 1
## 1541 930 15 2.26 0 0.78846 2.58 43 16.6666660 1 1
## 1542 860 16 2.43 0 1.38889 2.58 45 17.4418602 1 1
## 1543 930 18 3.66 0 0.78846 2.58 5 1.9379845 1 1
## 1544 1060 17 2.76 0 0.76667 1.88 2 1.0638298 1 0
## 1545 810 108 2.69 0 1.02500 2.00 12 6.0000000 1 0
## 1546 1280 53 2.73 0 1.06452 0.19 2 10.5263157 0 1
## 1547 1050 40 2.10 0 0.94444 0.21 14 66.6666641 1 1
## 1548 770 45 3.24 0 0.67391 0.48 7 14.5833330 0 1
## 1549 950 54 2.88 0 1.15909 0.49 1 2.0408163 1 1
## 1550 870 10 2.50 0 0.85106 1.31 7 5.3435116 0 0
## 1551 750 38 2.34 0 0.87500 0.79 2 2.5316455 1 0
## 1552 870 13 3.30 0 0.77551 0.40 4 10.0000000 1 1
## 1553 880 14 3.14 0 0.76000 0.40 5 12.5000000 0 1
## 1554 920 105 2.21 0 0.73585 0.37 16 43.2432442 0 1
## 1555 810 14 2.71 0 0.88372 0.40 8 20.0000000 0 1
## 1556 890 47 2.46 0 0.89362 0.45 8 17.7777786 0 1
## 1557 1020 14 1.71 0 0.70000 0.40 2 5.0000000 0 1
## 1558 1110 109 2.42 0 1.09434 0.94 7 7.4468083 0 1
## 1559 610 41 2.14 1 0.84848 0.97 61 62.8865967 0 0
## 1560 960 61 2.81 0 1.08696 0.94 4 4.2553191 0 1
## 1561 920 12 1.66 0 0.70370 0.86 39 45.3488388 0 1
## 1562 870 15 2.20 0 0.77551 0.86 16 18.6046505 0 0
## 1563 1150 48 2.27 0 0.98276 0.73 10 13.6986303 0 1
## 1564 1370 48 2.72 0 1.14063 0.73 2 2.7397261 0 1
## 1565 1020 12 2.83 0 0.96154 0.30 2 6.6666665 0 1
## 1566 960 15 1.40 0 0.81132 0.30 7 23.3333340 0 1
## 1567 1200 10 1.50 0 1.26415 0.30 6 20.0000000 1 1
## 1568 970 92 2.55 0 0.86538 1.96 24 12.2448978 1 1
## 1569 1010 17 2.41 0 0.83636 2.37 32 13.5021095 0 1
## 1570 1210 17 2.82 0 0.86154 2.37 7 2.9535866 0 1
## 1571 1050 16 3.18 0 0.75000 2.37 9 3.7974684 1 1
## 1572 990 17 2.47 0 0.73684 2.37 14 5.9071732 1 1
## 1573 1050 122 2.84 0 1.10000 1.92 25 13.0208330 1 1
## 1574 1000 38 1.94 0 0.78571 1.70 11 6.4705882 0 1
## 1575 960 118 1.99 0 1.18182 1.90 61 32.1052628 0 1
## 1576 1130 16 3.06 0 0.91525 2.37 20 8.4388189 1 1
## 1577 1040 116 3.24 0 1.00000 0.14 2 14.2857141 0 1
## 1578 1000 137 3.58 0 0.85185 0.14 1 7.1428571 1 1
## 1579 1140 17 3.47 0 0.83871 0.10 2 20.0000000 0 1
## 1580 710 51 2.31 0 0.86842 0.28 4 14.2857141 0 0
## 1581 1290 18 4.00 0 0.81690 0.44 1 2.2727273 1 1
## 1582 1240 103 3.13 0 0.74648 1.84 3 1.6304348 0 1
## 1583 1000 13 2.23 0 0.63934 1.63 5 3.0674846 0 1
## 1584 890 79 2.48 0 0.93478 0.66 3 4.5454545 0 1
## 1585 1020 14 2.35 0 1.04000 0.56 6 10.7142859 1 1
## 1586 1010 113 2.32 0 0.98039 2.56 21 8.2031250 1 1
## 1587 1040 81 3.02 0 0.96226 3.17 14 4.4164038 1 1
## 1588 1010 16 2.37 0 0.83636 2.95 78 26.4406776 0 1
## 1589 1050 49 3.02 0 0.81034 2.66 10 3.7593985 0 1
## 1590 910 13 2.69 0 1.11628 2.95 37 12.5423727 1 1
## 1591 1000 92 2.30 0 1.00000 2.56 41 16.0156250 1 1
## 1592 990 20 2.95 0 0.94118 2.95 105 35.5932198 0 1
## 1593 920 77 2.84 0 0.76923 3.17 63 19.8738174 0 1
## 1594 1060 54 2.25 0 0.76667 2.66 7 2.6315789 0 0
## 1595 830 20 2.05 0 0.93023 2.95 130 44.0677948 1 1
## 1596 990 54 3.53 0 0.83333 2.66 8 3.0075188 0 1
## 1597 1320 92 3.55 0 0.97015 2.56 10 3.9062500 0 1
## 1598 1100 13 3.00 0 0.96429 3.19 6 1.8808777 0 1
## 1599 1090 15 3.73 0 0.81667 2.95 3 1.0169492 1 1
## 1600 760 12 2.08 1 0.90000 2.95 140 47.4576263 0 1
## 1601 980 48 2.10 0 0.68966 3.01 47 15.6146183 0 1
## 1602 1020 17 2.47 0 0.78947 2.95 69 23.3898296 1 1
## 1603 1010 109 1.90 0 1.29545 2.56 47 18.3593750 0 1
## 1604 890 49 3.16 0 0.61818 2.66 14 5.2631578 0 1
## 1605 1030 77 2.32 0 0.63492 5.70 108 18.9473686 1 1
## 1606 1170 91 3.75 0 0.88710 3.17 34 10.7255516 0 1
## 1607 720 45 2.88 0 1.00000 3.17 30 9.4637222 1 1
## 1608 1170 59 3.37 0 0.80000 2.68 45 16.7910442 0 1
## 1609 890 15 1.66 0 0.89362 3.16 108 34.1772156 1 1
## 1610 910 13 2.30 0 0.85714 3.16 95 30.0632915 0 1
## 1611 1000 40 2.65 0 0.69492 3.20 47 14.6875000 1 1
## 1612 900 48 1.81 0 1.14286 3.20 83 25.9375000 1 1
## 1613 1050 42 3.76 0 1.01923 3.20 16 5.0000000 1 1
## 1614 1050 16 3.37 1 0.84211 3.16 18 5.6962028 0 0
## 1615 730 88 3.25 0 0.65909 2.68 40 14.9253731 0 1
## 1616 1080 16 0.75 0 0.92857 3.16 84 26.5822792 0 1
## 1617 1090 16 2.18 0 1.01852 3.16 39 12.3417721 1 1
## 1618 1230 51 3.60 0 0.75714 3.20 13 4.0625000 0 1
## 1619 1070 13 2.84 0 0.94545 3.16 15 4.7468352 0 1
## 1620 1230 44 2.77 0 0.92188 3.20 9 2.8125000 1 1
## 1621 940 10 0.80 0 0.91837 3.16 157 49.6835442 0 1
## 1622 920 11 2.36 0 1.09091 3.16 51 16.1392403 1 1
## 1623 1450 18 3.77 0 1.07143 3.32 10 3.0120482 0 1
## 1624 1060 46 3.00 0 0.85965 3.20 46 14.3750000 0 1
## 1625 970 15 2.40 0 0.79630 2.37 99 41.7721519 0 1
## 1626 1160 71 4.00 0 0.96610 2.03 5 2.4630542 1 1
## 1627 1100 95 2.86 0 0.80328 2.03 73 35.9605904 0 1
## 1628 880 110 2.16 0 0.95556 2.03 73 35.9605904 0 1
## 1629 890 110 2.27 0 0.78000 2.03 40 19.7044334 1 1
## 1630 1250 17 3.64 0 0.98413 2.11 16 7.5829382 0 1
## 1631 1390 76 3.00 0 0.90411 2.03 13 6.4039407 0 1
## 1632 1250 81 3.50 0 0.95313 2.03 8 3.9408867 1 1
## 1633 1290 85 3.65 0 1.04762 2.03 7 3.4482758 1 1
## 1634 870 51 3.21 0 0.81250 2.17 67 30.8755760 1 1
## 1635 1100 111 3.37 0 1.15686 2.03 14 6.8965516 0 1
## 1636 1170 77 3.23 0 0.91803 2.03 6 2.9556651 1 1
## 1637 870 15 1.60 0 0.93333 2.11 137 64.9289093 0 1
## 1638 1220 121 3.14 0 0.96774 2.03 7 3.4482758 0 1
## 1639 970 35 2.08 0 0.86538 2.17 139 64.0552979 0 1
## 1640 930 109 2.21 0 0.86000 2.03 105 51.7241364 0 1
## 1641 1000 72 2.02 0 0.81818 2.03 70 34.4827576 1 1
## 1642 1090 54 2.31 0 0.62687 2.17 35 16.1290321 1 1
## 1643 1260 89 2.76 0 0.85294 2.03 22 10.8374386 0 1
## 1644 870 16 3.31 0 0.85106 2.11 32 15.1658764 1 1
## 1645 1060 87 3.93 0 0.79661 2.03 28 13.7931032 1 1
## 1646 1030 57 2.96 0 0.63492 2.17 29 13.3640556 1 1
## 1647 1040 98 2.35 0 0.89091 2.03 72 35.4679794 1 1
## 1648 1220 72 2.55 0 1.00000 2.03 34 16.7487679 1 1
## 1649 890 20 1.70 0 0.81633 2.11 119 56.3981056 0 1
## 1650 870 35 2.31 0 1.41667 2.17 98 45.1612892 1 1
## 1651 750 20 1.95 0 1.14286 2.11 143 67.7725143 0 0
## 1652 940 57 3.36 0 0.56667 2.17 57 26.2672806 0 0
## 1653 1030 16 3.25 0 0.71667 2.11 18 8.5308056 1 1
## 1654 1090 90 2.36 0 0.78689 2.03 64 31.5270939 0 1
## 1655 1120 44 3.22 0 0.80645 2.17 19 8.7557602 0 1
## 1656 1020 15 3.53 0 0.85455 2.24 25 11.1607141 1 1
## 1657 820 53 2.09 0 0.67347 2.09 132 63.1578941 0 1
## 1658 1050 78 3.07 0 0.81034 2.03 44 21.6748772 0 1
## 1659 970 98 2.21 0 1.02083 2.03 53 26.1083736 1 1
## 1660 990 81 3.38 0 0.90385 2.08 21 10.0961542 1 1
## 1661 1010 81 2.51 0 0.71186 2.03 47 23.1527100 1 1
## 1662 1090 79 3.46 0 0.84746 2.03 14 6.8965516 1 1
## 1663 1160 110 3.30 0 0.70588 2.03 43 21.1822662 0 1
## 1664 1010 45 2.15 0 1.02000 2.17 53 24.4239635 1 1
## 1665 1030 17 3.64 0 0.80702 2.11 23 10.9004736 1 1
## 1666 1020 45 2.57 0 0.82143 2.17 51 23.5023041 1 1
## 1667 1360 18 4.00 0 1.02985 2.11 39 18.4834118 0 1
## 1668 1150 16 3.81 0 1.05357 2.11 21 9.9526062 0 0
## 1669 1140 42 2.95 0 1.15094 2.03 91 44.8275871 0 1
## 1670 1190 109 3.80 0 0.70000 2.03 1 0.4926108 1 1
## 1671 740 121 2.86 0 0.94737 2.03 51 25.1231518 1 1
## 1672 810 16 2.37 1 0.72340 2.11 69 32.7014236 0 1
## 1673 1170 15 3.06 0 1.12727 2.24 26 11.6071424 0 1
## 1674 970 63 1.50 0 0.83019 2.03 123 60.5911331 0 1
## 1675 1140 15 1.73 0 1.00000 2.11 84 39.8104248 0 1
## 1676 920 13 1.76 0 0.84000 2.11 81 38.3886261 1 1
## 1677 950 54 3.00 0 0.75926 2.08 70 33.6538467 1 1
## 1678 1190 44 3.65 0 0.77612 2.17 16 7.3732719 0 1
## 1679 950 35 1.94 0 0.82692 2.24 86 38.3928566 0 1
## 1680 1080 37 3.02 0 0.71429 2.17 53 24.4239635 0 1
## 1681 1100 6 3.00 0 0.83333 2.11 13 6.1611376 1 1
## 1682 1110 132 3.68 0 1.01818 2.03 10 4.9261084 1 1
## 1683 850 97 2.11 1 1.23684 2.03 112 55.1724129 0 0
## 1684 810 56 2.26 0 0.92857 2.17 75 34.5622101 0 1
## 1685 960 15 1.73 0 1.04255 2.11 64 30.3317528 1 1
## 1686 1060 91 2.35 0 1.16327 2.03 31 15.2709360 1 1
## 1687 900 55 3.05 0 0.87500 2.17 78 35.9447021 1 1
## 1688 950 118 2.88 0 0.82692 2.03 86 42.3645325 1 1
## 1689 970 48 2.79 0 1.02083 2.17 21 9.6774197 1 1
## 1690 980 114 2.66 0 0.84906 2.03 42 20.6896553 0 1
## 1691 900 51 3.17 0 0.95652 2.24 28 12.5000000 1 1
## 1692 940 18 2.77 0 1.00000 2.11 53 25.1184826 1 1
## 1693 970 14 2.14 0 0.90196 2.03 60 29.5566502 1 1
## 1694 1050 16 2.12 0 0.94444 2.11 43 20.3791466 0 1
## 1695 810 18 2.33 0 0.76087 1.68 36 21.4285717 1 1
## 1696 1090 97 2.25 0 0.67692 1.25 61 48.7999992 0 1
## 1697 1070 16 2.81 0 1.05769 1.68 19 11.3095236 1 1
## 1698 910 96 2.10 0 0.75000 1.25 59 47.2000008 0 1
## 1699 970 16 1.43 0 0.76364 1.68 73 43.4523811 0 1
## 1700 930 112 2.73 0 1.02174 1.25 22 17.6000004 1 1
## 1701 1050 16 1.68 0 0.84211 1.68 64 38.0952377 0 1
## 1702 1180 43 2.20 0 0.71014 1.49 12 8.0536909 0 1
## 1703 990 81 3.16 0 0.94118 1.25 14 11.1999998 0 1
## 1704 1080 16 2.56 0 0.86207 1.68 50 29.7619057 0 1
## 1705 920 12 2.58 1 1.42105 1.68 75 44.6428566 0 1
## 1706 890 75 2.56 0 0.64815 1.25 30 24.0000000 1 1
## 1707 1050 108 3.72 0 0.77966 1.25 2 1.6000000 1 1
## 1708 1210 129 2.48 0 0.83333 1.25 10 8.0000000 1 1
## 1709 970 16 1.50 0 0.79630 1.68 57 33.9285698 0 1
## 1710 920 77 2.40 0 0.91667 1.25 48 38.4000015 0 1
## 1711 1070 121 3.27 0 0.81356 1.25 33 26.3999996 0 1
## 1712 1100 109 2.46 0 1.03704 1.25 21 16.7999992 1 1
## 1713 1340 16 3.75 0 0.94203 1.68 1 0.5952381 0 1
## 1714 1030 102 2.40 0 1.01961 1.25 14 11.1999998 1 1
## 1715 1160 16 1.93 0 1.00000 0.05 3 60.0000000 1 1
## 1716 1160 82 3.54 0 0.93333 0.28 1 3.5714285 1 1
## 1717 1000 124 3.20 0 0.96078 0.27 15 55.5555573 1 1
## 1718 890 110 2.40 0 0.78000 0.27 18 66.6666641 1 1
## 1719 1000 78 2.56 0 1.04082 0.05 3 60.0000000 1 1
## 1720 1170 16 3.00 0 0.82813 1.86 53 28.4946232 0 1
## 1721 990 46 2.76 0 0.80000 1.55 59 38.0645180 0 1
## 1722 1000 109 3.66 0 0.78571 2.01 11 5.4726367 1 1
## 1723 1140 13 2.23 0 0.90000 1.86 117 62.9032249 0 1
## 1724 980 16 2.37 0 0.92157 1.86 75 40.3225822 1 1
## 1725 850 39 2.17 0 0.93182 1.55 82 52.9032249 0 1
## 1726 1040 45 2.62 0 0.96226 1.55 47 30.3225803 0 1
## 1727 1050 42 3.23 0 1.01923 1.55 37 23.8709679 0 1
## 1728 1040 104 2.54 0 1.21277 2.01 37 18.4079609 1 1
## 1729 1220 75 3.32 0 0.69444 1.58 9 5.6962028 1 1
## 1730 980 17 2.76 0 0.88462 1.86 69 37.0967751 0 1
## 1731 1130 113 3.72 0 1.05455 2.01 1 0.4975124 1 1
## 1732 920 17 2.35 0 0.76923 1.86 49 26.3440857 1 0
## 1733 1080 38 2.31 0 1.00000 2.01 99 49.2537308 0 1
## 1734 1170 102 3.64 0 1.08929 2.01 2 0.9950249 1 1
## 1735 830 85 2.88 0 0.97619 1.76 66 37.5000000 1 1
## 1736 1020 45 2.44 0 0.82143 1.55 56 36.1290321 1 1
## 1737 880 44 2.72 0 0.72549 1.55 26 16.7741928 1 1
## 1738 1340 16 3.87 0 0.94203 1.86 1 0.5376344 1 1
## 1739 960 15 1.66 0 1.04255 1.86 108 58.0645180 1 1
## 1740 1020 79 2.37 0 0.96154 1.58 20 12.6582279 1 1
## 1741 1100 111 2.47 0 0.89655 2.01 30 14.9253731 0 1
## 1742 1070 81 3.34 1 0.87719 1.58 28 17.7215195 1 1
## 1743 1060 112 3.00 0 0.89286 2.01 4 1.9900497 1 0
## 1744 1040 71 2.19 0 0.89091 1.58 47 29.7468357 1 1
## 1745 1160 81 3.22 0 1.03509 1.58 13 8.2278481 1 1
## 1746 1160 51 2.96 0 0.78462 1.55 19 12.2580643 1 0
## 1747 1230 15 4.00 0 0.80882 1.86 5 2.6881721 1 1
## 1748 970 121 2.48 0 0.90196 2.01 24 11.9402981 1 1
## 1749 1090 16 3.18 0 0.91228 1.86 24 12.9032259 1 1
## 1750 1080 113 2.03 0 1.00000 2.08 4 1.9230769 1 1
## 1751 900 72 2.26 0 0.52542 2.34 21 8.9743586 1 0
## 1752 790 106 1.89 0 0.64583 2.57 10 3.8910506 1 0
## 1753 950 13 1.23 0 0.97917 0.32 9 28.1250000 1 1
## 1754 1220 11 4.00 0 0.96774 0.32 2 6.2500000 0 1
## 1755 960 15 2.26 0 0.77778 0.32 20 62.5000000 0 1
## 1756 1220 43 3.23 0 1.00000 0.24 4 16.6666660 0 1
## 1757 1120 79 2.84 0 1.03636 2.80 11 3.9285715 0 1
## 1758 1020 79 2.54 0 0.92453 2.80 14 5.0000000 1 1
## 1759 1120 18 2.55 0 0.77778 2.28 33 14.4736843 0 1
## 1760 1160 77 3.02 0 1.10909 2.80 6 2.1428571 1 1
## 1761 880 15 2.40 0 0.72549 2.37 136 57.3839645 0 0
## 1762 1170 15 3.00 0 1.05263 2.28 14 6.1403508 1 1
## 1763 1010 101 2.26 0 1.06122 2.80 21 7.5000000 0 1
## 1764 1050 87 2.03 0 0.61538 2.80 27 9.6428576 1 1
## 1765 1100 73 3.16 0 0.92982 2.80 13 4.6428571 0 1
## 1766 920 87 3.00 0 0.95745 2.80 30 10.7142859 0 1
## 1767 1320 49 3.46 0 0.91304 2.05 2 0.9756098 0 1
## 1768 1000 51 2.86 0 0.78571 2.05 29 14.1463413 0 1
## 1769 790 40 2.02 0 0.83721 2.05 32 15.6097565 1 1
## 1770 1000 89 1.58 0 0.69492 2.80 54 19.2857151 1 1
## 1771 810 17 2.11 0 0.72340 2.28 102 44.7368431 1 1
## 1772 1230 48 3.43 0 0.95238 2.05 6 2.9268293 1 1
## 1773 950 30 2.53 0 0.90000 2.05 36 17.5609760 1 1
## 1774 820 46 3.06 0 0.82222 2.05 24 11.7073174 1 1
## 1775 990 119 3.36 0 0.86792 2.80 25 8.9285717 1 1
## 1776 1160 94 3.53 0 0.70588 3.28 13 3.9634147 0 1
## 1777 1120 85 2.35 0 0.93103 2.80 35 12.5000000 0 1
## 1778 1110 51 3.21 0 0.88136 2.05 13 6.3414636 0 1
## 1779 1020 16 2.37 0 1.00000 2.28 19 8.3333330 1 1
## 1780 1100 80 3.37 0 1.00000 2.10 9 4.2857141 1 1
## 1781 1210 52 2.80 0 0.80597 2.48 13 5.2419353 0 1
## 1782 1290 17 3.82 0 0.92537 2.18 13 5.9633026 0 1
## 1783 990 43 1.62 0 1.06250 2.48 84 33.8709679 0 1
## 1784 1030 110 3.17 0 0.74576 2.06 49 23.7864075 1 1
## 1785 1110 87 2.89 0 1.01818 2.10 26 12.3809528 1 1
## 1786 1100 121 2.09 0 1.07547 2.06 29 14.0776701 0 1
## 1787 930 88 2.55 0 0.78846 2.10 25 11.9047623 1 0
## 1788 1090 16 2.12 0 0.81667 2.18 45 20.6422024 0 1
## 1789 1080 105 2.51 0 0.89474 2.06 27 13.1067963 0 1
## 1790 950 51 1.96 0 0.93878 2.50 43 17.2000008 1 0
## 1791 1100 16 3.31 0 1.03704 2.18 35 16.0550461 0 1
## 1792 800 15 3.00 0 0.90476 2.18 17 7.7981653 0 1
## 1793 920 13 1.38 0 1.13953 2.18 102 46.7889900 0 1
## 1794 1040 128 2.40 0 1.16667 2.06 15 7.2815533 1 1
## 1795 1120 11 2.54 0 1.07407 2.18 95 43.5779800 0 1
## 1796 1160 45 2.53 0 0.93333 2.48 16 6.4516129 0 1
## 1797 1140 112 3.82 0 0.80952 2.06 7 3.3980582 1 1
## 1798 800 91 2.07 0 1.05128 2.06 69 33.4951439 1 1
## 1799 1030 17 2.88 0 0.83929 2.18 54 24.7706413 0 1
## 1800 1080 53 3.83 0 0.71429 2.48 45 18.1451607 0 0
## 1801 1240 18 3.11 0 0.87879 2.18 40 18.3486233 0 1
## 1802 1150 18 2.77 0 1.05357 0.05 2 40.0000000 0 1
## 1803 950 42 2.19 0 0.93878 0.05 4 80.0000000 1 1
## 1804 1300 112 2.53 0 0.91176 0.05 2 40.0000000 0 1
## 1805 1340 44 3.93 0 0.91429 0.72 4 5.5555553 0 1
## 1806 1130 80 2.13 0 0.85246 0.05 4 80.0000000 0 1
## 1807 1140 17 3.23 0 0.93220 0.05 4 80.0000000 0 1
## 1808 960 38 2.28 0 0.68421 0.05 4 80.0000000 1 1
## 1809 1280 14 2.78 0 0.96923 0.05 2 40.0000000 0 1
## 1810 1080 42 1.64 0 0.86207 2.30 43 18.6956520 0 1
## 1811 950 45 2.62 0 0.69643 2.30 34 14.7826090 0 0
## 1812 1130 44 2.75 0 1.01786 2.30 25 10.8695650 1 1
## 1813 900 16 3.00 0 0.95652 2.29 38 16.5938873 1 1
## 1814 1080 17 1.70 0 1.03774 2.29 18 7.8602619 0 0
## 1815 890 15 0.80 0 1.06977 2.29 58 25.3275108 0 1
## 1816 900 43 1.76 0 0.87500 2.30 59 25.6521740 0 0
## 1817 1010 18 2.66 0 1.10417 2.29 29 12.6637554 1 1
## 1818 1240 52 2.53 0 0.90769 2.30 9 3.9130435 0 1
## 1819 990 14 2.71 0 1.15217 2.30 15 6.5217390 1 1
## 1820 1160 83 1.89 0 0.93333 1.68 21 12.5000000 0 1
## 1821 1000 96 2.55 0 1.08333 1.68 16 9.5238094 1 1
## 1822 1060 35 2.82 0 1.03846 0.18 6 33.3333321 0 1
## 1823 1090 49 1.95 0 0.57971 0.18 9 50.0000000 0 0
## 1824 930 45 1.73 0 1.06667 1.58 30 18.9873409 0 0
## 1825 970 49 2.53 0 0.97959 1.58 7 4.4303799 1 0
## 1826 830 13 1.30 0 0.76596 1.50 17 11.3333330 1 1
## 1827 1210 50 3.02 0 0.86154 1.58 2 1.2658228 0 0
## 1828 730 66 2.98 0 0.78049 1.96 9 4.5918369 1 1
## 1829 1230 100 3.64 0 0.86364 1.77 6 3.3898306 0 1
## 1830 1070 82 3.17 0 0.98148 1.96 2 1.0204082 0 1
## 1831 860 74 2.56 0 0.59259 1.96 22 11.2244902 1 1
## 1832 1020 105 2.30 0 0.92453 1.77 23 12.9943504 0 1
## 1833 1130 17 3.05 0 0.85246 2.02 4 1.9801980 0 1
## 1834 940 43 2.16 0 0.84314 1.72 24 13.9534883 1 1
## 1835 1030 16 2.75 0 0.80702 1.89 3 1.5873016 1 1
## 1836 590 88 1.53 1 0.78788 2.02 109 53.9603958 0 0
## 1837 1030 111 3.87 0 0.90741 1.94 3 1.5463917 0 1
## 1838 920 15 2.20 0 1.00000 1.93 28 14.5077724 1 1
## 1839 990 111 2.63 0 1.06250 1.17 12 10.2564106 0 1
## 1840 700 13 3.30 1 0.89189 1.33 54 40.6015053 1 1
## 1841 1000 14 2.07 0 0.96078 1.48 3 2.0270271 1 1
## 1842 1040 13 0.92 0 0.79310 1.48 9 6.0810809 0 1
## 1843 790 99 2.82 0 0.92683 1.17 7 5.9829059 0 1
## 1844 1110 13 1.15 0 0.68182 1.48 32 21.6216221 0 1
## 1845 1130 50 3.14 0 0.94828 2.51 3 1.1952192 1 1
## 1846 1180 15 3.80 0 1.03448 3.18 1 0.3144654 1 1
## 1847 930 17 2.58 0 0.78846 3.29 10 3.0395136 0 1
## 1848 850 81 2.80 0 0.77083 3.20 12 3.7500000 1 1
## 1849 1020 110 2.60 0 0.88889 2.74 7 2.5547445 1 1
## 1850 1010 48 3.02 0 0.94231 2.51 13 5.1792827 0 1
## 1851 1130 96 3.22 0 1.01786 2.74 5 1.8248175 0 1
## 1852 1350 42 1.61 0 0.82432 2.51 11 4.3824701 0 1
## 1853 1200 46 3.00 0 0.84615 2.51 4 1.5936255 1 1
## 1854 820 112 2.74 0 0.78261 2.74 34 12.4087591 0 1
## 1855 1010 16 2.31 0 0.98039 3.18 59 18.5534592 0 1
## 1856 910 43 2.11 0 0.75000 1.08 9 8.3333330 0 1
## 1857 870 76 2.77 0 1.41667 1.10 3 2.7272727 1 1
## 1858 1130 17 3.29 0 0.79365 2.29 16 6.9868994 0 1
## 1859 1060 17 2.11 0 0.82759 2.29 19 8.2969437 0 1
## 1860 930 18 2.66 1 0.97872 2.29 38 16.5938873 0 0
## 1861 1050 32 2.59 0 0.98113 0.10 1 10.0000000 0 1
## 1862 1090 18 3.22 0 0.91228 2.29 10 4.3668122 0 1
## 1863 1050 123 2.38 0 0.87500 2.34 1 0.4273504 1 0
## 1864 1000 42 3.47 0 1.00000 0.10 2 20.0000000 0 1
## 1865 1080 15 3.26 0 0.96364 2.29 29 12.6637554 1 1
## 1866 810 84 1.98 0 1.13158 2.14 10 4.6728973 1 1
## 1867 1290 15 3.73 0 0.98462 2.32 14 6.0344830 1 1
## 1868 1150 16 2.75 0 1.30000 0.38 1 2.6315789 0 0
## 1869 810 39 1.64 0 0.92857 0.35 1 2.8571429 1 0
## 1870 1000 43 2.74 0 1.08333 1.80 5 2.7777777 0 1
## 1871 940 137 2.92 0 0.77358 2.06 37 17.9611645 1 1
## 1872 940 107 2.27 0 0.77358 2.06 34 16.5048542 0 1
## 1873 1250 111 2.85 0 1.15517 2.06 11 5.3398056 1 1
## 1874 1040 42 1.88 0 0.65079 1.80 45 25.0000000 0 1
## 1875 830 83 2.49 0 0.84444 1.93 42 21.7616577 0 1
## 1876 940 41 2.68 0 0.77358 1.80 21 11.6666670 0 1
## 1877 910 80 2.53 0 1.02222 1.97 19 9.6446705 0 1
## 1878 1150 79 2.08 0 0.98276 1.79 20 11.1731844 0 1
## 1879 1200 16 2.62 0 1.18182 2.06 22 10.6796112 0 1
## 1880 990 13 0.30 0 0.76786 2.06 64 31.0679607 0 1
## 1881 790 46 2.78 0 0.71739 1.80 52 28.8888893 0 1
## 1882 740 74 2.81 0 0.80488 1.79 44 24.5810051 0 1
## 1883 1290 16 3.62 0 0.92537 2.06 4 1.9417475 0 1
## 1884 1090 14 2.85 0 0.75806 2.06 30 14.5631065 0 1
## 1885 1260 76 2.10 0 0.77465 1.79 10 5.5865922 0 1
## 1886 1170 17 3.64 0 0.88710 2.06 5 2.4271846 1 1
## 1887 910 13 1.53 0 1.11628 1.75 35 20.0000000 1 1
## 1888 1040 16 3.18 0 0.89091 0.83 23 27.7108440 0 1
## 1889 940 47 3.00 0 0.95833 0.82 15 18.2926826 1 1
## 1890 1000 85 3.35 0 0.85185 0.69 8 11.5942030 0 1
## 1891 810 82 2.45 0 1.02500 0.69 59 85.5072479 1 1
## 1892 840 115 2.86 0 0.95349 0.82 19 23.1707325 1 1
## 1893 910 66 2.60 0 0.89583 0.69 33 47.8260880 1 1
## 1894 980 15 3.13 0 0.84906 0.83 15 18.0722885 1 1
## 1895 1020 91 2.78 0 1.12500 0.69 19 27.5362320 1 1
## 1896 780 74 2.01 0 0.95000 2.35 36 15.3191490 0 0
## 1897 990 83 2.60 0 0.80000 2.35 31 13.1914892 0 1
## 1898 1060 16 2.12 0 0.70968 1.80 15 8.3333330 1 1
## 1899 910 45 1.86 0 0.89583 2.05 24 11.7073174 1 0
## 1900 1010 13 0.46 0 0.77193 1.80 44 24.4444447 0 1
## 1901 810 126 2.15 0 1.13158 2.14 25 11.6822433 1 0
## 1902 920 57 1.92 0 1.04444 4.50 27 6.0000000 1 0
## 1903 1050 14 2.92 0 1.05882 4.65 96 20.6451607 0 1
## 1904 820 52 2.38 0 1.00000 4.50 127 28.2222214 0 1
## 1905 1080 43 1.97 0 0.74194 4.50 191 42.4444427 0 1
## 1906 1160 12 3.50 0 0.96610 4.65 48 10.3225803 1 1
## 1907 1000 16 2.75 0 0.66667 4.65 67 14.4086018 1 1
## 1908 1030 111 2.62 0 0.74576 3.83 37 9.6605740 0 1
## 1909 1000 123 2.34 0 1.17391 3.83 110 28.7206268 0 1
## 1910 1020 43 3.34 0 1.21739 4.50 147 32.6666679 0 1
## 1911 900 13 1.53 0 0.87500 4.65 195 41.9354820 1 1
## 1912 940 39 1.87 0 1.00000 4.50 104 23.1111107 1 1
## 1913 1180 24 3.33 0 0.87302 4.50 44 9.7777777 0 1
## 1914 1130 124 3.41 0 0.91525 3.83 42 10.9660578 0 1
## 1915 920 41 3.21 0 0.67273 4.50 111 24.6666660 0 1
## 1916 1220 13 4.00 1 0.74286 4.65 8 1.7204301 0 0
## 1917 1000 19 3.68 0 0.81818 4.65 62 13.3333330 1 1
## 1918 990 10 2.30 0 1.25000 4.65 183 39.3548393 0 1
## 1919 950 80 2.93 0 0.93878 4.42 80 18.0995483 1 0
## 1920 1080 45 2.73 0 0.96364 4.50 62 13.7777777 0 1
## 1921 1110 13 1.76 0 1.26531 4.65 308 66.2365570 0 1
## 1922 970 45 3.11 0 0.73214 4.50 73 16.2222214 1 1
## 1923 1020 63 2.04 0 0.75862 3.90 63 16.1538467 1 1
## 1924 1060 115 3.25 0 1.07843 3.83 59 15.4046993 1 1
## 1925 860 17 1.35 0 0.82979 4.65 52 11.1827955 0 1
## 1926 970 79 2.13 0 0.79630 3.90 117 30.0000000 0 1
## 1927 1000 17 2.88 0 0.72414 4.65 86 18.4946232 0 1
## 1928 1100 17 2.11 0 1.15686 4.65 133 28.6021500 1 1
## 1929 1210 18 2.72 0 0.83333 4.65 26 5.5913978 0 0
## 1930 1090 14 3.14 0 0.57971 4.65 115 24.7311821 0 1
## 1931 880 13 1.84 0 0.83333 4.65 141 30.3225803 1 1
## 1932 970 110 2.60 0 1.10870 3.83 54 14.0992165 0 1
## 1933 1050 45 3.11 0 0.90909 4.50 56 12.4444447 0 0
## 1934 1050 15 2.53 0 1.33333 4.65 231 49.6774178 1 1
## 1935 1060 78 2.05 0 0.68254 3.90 157 40.2564087 0 1
## 1936 910 54 2.01 0 0.93617 3.90 118 30.2564106 0 1
## 1937 830 46 2.80 0 1.12821 4.50 97 21.5555553 1 1
## 1938 1110 63 3.01 0 0.88136 3.90 30 7.6923075 1 1
## 1939 1210 17 3.29 0 0.77941 4.65 12 2.5806451 1 1
## 1940 990 42 2.40 0 0.90385 4.50 87 19.3333340 1 1
## 1941 1200 123 3.09 0 0.76471 3.83 8 2.0887728 0 1
## 1942 940 46 2.71 0 0.95833 4.50 133 29.5555553 1 1
## 1943 1000 119 2.07 0 0.81818 3.83 148 38.6422958 0 1
## 1944 1160 85 3.07 0 0.81250 2.41 53 21.9917011 0 1
## 1945 930 18 3.00 0 0.97872 2.66 53 19.9248123 0 1
## 1946 1210 15 1.80 0 0.92063 2.66 35 13.1578951 0 1
## 1947 960 13 1.46 0 0.88235 2.66 69 25.9398499 0 1
## 1948 1100 52 2.88 0 1.07547 2.40 12 5.0000000 0 1
## 1949 950 68 2.20 0 1.02128 2.41 66 27.3858929 0 1
## 1950 1100 17 3.41 0 0.83333 2.66 24 9.0225563 1 1
## 1951 1050 110 3.72 0 0.81034 2.26 3 1.3274336 1 1
## 1952 960 47 2.06 0 1.04255 2.40 55 22.9166660 1 0
## 1953 1220 34 2.76 0 0.84848 3.00 1 0.3333333 0 0
## 1954 980 47 2.74 0 0.88462 3.00 2 0.6666667 0 0
## 1955 900 55 2.21 0 0.91489 3.00 30 10.0000000 0 0
## 1956 1010 15 2.26 0 0.94231 2.70 7 2.5925925 0 0
## 1957 1180 103 2.15 0 0.59459 0.53 25 47.1698112 0 1
## 1958 960 44 2.06 0 0.88235 0.59 21 35.5932198 1 1
## 1959 1140 44 2.18 0 0.93220 0.59 20 33.8983040 0 1
## 1960 880 73 2.24 0 0.95556 0.81 71 87.6543198 0 1
## 1961 990 115 3.23 0 0.76786 0.83 23 27.7108440 1 1
## 1962 840 79 2.35 0 0.75000 0.81 59 72.8395081 0 1
## 1963 1000 85 2.51 0 0.81818 0.83 57 68.6746979 0 1
## 1964 1150 48 3.54 0 0.91667 0.70 20 28.5714283 1 1
## 1965 1010 68 3.04 0 1.02000 0.81 26 32.0987663 0 1
## 1966 1080 17 1.70 0 0.77049 0.73 19 26.0273972 1 1
## 1967 1320 77 3.01 0 0.91304 0.81 19 23.4567909 0 1
## 1968 910 80 3.32 0 0.71698 0.81 22 27.1604939 1 1
## 1969 1170 73 2.89 0 1.38776 0.81 16 19.7530861 1 1
## 1970 1090 105 2.72 0 0.67692 0.83 8 9.6385546 1 1
## 1971 1040 118 2.62 0 0.76271 0.84 42 50.0000000 1 1
## 1972 950 49 2.71 0 0.97917 0.70 24 34.2857132 0 1
## 1973 1050 17 2.47 0 0.87500 0.73 27 36.9863014 0 1
## 1974 960 69 2.11 0 0.81132 0.81 56 69.1358032 0 1
## 1975 1000 72 2.23 0 0.63934 0.81 34 41.9753075 1 1
## 1976 820 72 2.62 0 1.00000 0.81 42 51.8518524 1 1
## 1977 1220 50 2.46 0 0.93651 0.70 42 60.0000000 0 1
## 1978 1350 109 2.95 0 0.92857 4.00 36 9.0000000 1 1
## 1979 1110 13 2.61 0 0.81967 4.00 73 18.2500000 1 1
## 1980 1280 82 3.70 0 0.77778 4.00 8 2.0000000 0 1
## 1981 940 119 2.92 0 1.13636 4.00 54 13.5000000 1 1
## 1982 990 102 2.00 0 1.10638 4.00 120 30.0000000 0 1
## 1983 1140 127 2.44 0 0.80952 4.00 31 7.7500000 0 1
## 1984 980 61 2.44 0 0.84906 4.00 134 33.5000000 0 0
## 1985 870 16 1.75 0 0.97727 4.00 168 42.0000000 0 1
## 1986 1080 10 1.90 0 1.00000 4.00 46 11.5000000 1 1
## 1987 1170 45 3.35 0 0.64789 3.50 36 10.2857141 1 1
## 1988 1220 13 3.07 0 0.90625 4.00 150 37.5000000 0 1
## 1989 1130 17 2.11 0 0.73846 4.00 71 17.7500000 0 1
## 1990 880 83 1.77 0 0.57143 4.00 67 16.7500000 0 0
## 1991 1000 71 2.18 0 0.88679 4.00 94 23.5000000 0 1
## 1992 1110 13 2.00 0 0.88136 4.00 48 12.0000000 0 1
## 1993 1190 13 2.23 0 0.85938 4.00 130 32.5000000 0 1
## 1994 1090 110 3.75 0 0.94643 4.00 13 3.2500000 1 1
## 1995 1170 101 2.35 0 0.85714 4.00 27 6.7500000 0 1
## 1996 1130 14 2.42 0 0.82258 4.00 80 20.0000000 0 1
## 1997 1050 73 2.73 0 0.98113 4.00 32 8.0000000 1 1
## 1998 950 18 2.94 0 1.02128 4.00 25 6.2500000 1 0
## 1999 1210 73 2.16 0 0.98361 4.00 119 29.7500000 0 1
## 2000 950 13 0.84 0 1.02128 4.00 112 28.0000000 0 0
## 2001 990 77 2.10 0 0.86792 1.61 7 4.3478260 1 0
## 2002 1250 74 3.40 0 0.81159 1.61 1 0.6211180 0 1
## 2003 840 16 1.18 0 0.90909 2.30 5 2.1739130 0 0
## 2004 860 77 1.94 0 0.59259 1.61 32 19.8757763 0 0
## 2005 840 19 2.36 0 0.95349 2.30 8 3.4782608 1 0
## 2006 960 16 2.43 0 0.92000 3.86 10 2.5906737 0 1
## 2007 920 13 2.46 0 1.13953 3.86 54 13.9896374 0 1
## 2008 1010 106 2.78 0 0.98039 3.50 13 3.7142856 1 1
## 2009 850 46 2.02 0 0.88889 3.50 86 24.5714283 1 1
## 2010 1100 16 3.25 0 0.77419 3.86 12 3.1088083 0 1
## 2011 960 14 2.28 0 0.81132 3.86 45 11.6580315 0 1
## 2012 950 10 2.00 0 0.79245 3.86 31 8.0310879 1 1
## 2013 950 16 2.56 0 0.75926 3.86 25 6.4766841 1 1
## 2014 840 118 2.80 0 1.15385 3.50 27 7.7142859 0 0
## 2015 860 111 2.19 0 1.04762 3.50 22 6.2857141 1 1
## 2016 800 64 2.54 0 0.90476 2.96 17 5.7432432 1 1
## 2017 1060 47 2.23 0 0.79661 3.50 19 5.4285712 0 1
## 2018 980 76 2.55 0 0.84906 2.96 43 14.5270271 0 1
## 2019 770 17 1.35 1 0.71111 3.86 223 57.7720222 0 0
## 2020 1010 13 3.76 0 0.87037 3.86 12 3.1088083 1 1
## 2021 1100 53 1.71 0 0.92982 3.50 16 4.5714288 0 1
## 2022 1060 117 1.82 0 0.96296 0.82 3 3.6585367 1 0
## 2023 1060 49 2.53 0 1.16327 1.12 15 13.3928576 0 1
## 2024 1100 18 1.66 0 0.86441 1.15 44 38.2608681 0 1
## 2025 1140 17 3.82 0 0.72727 1.15 1 0.8695652 0 1
## 2026 810 49 2.20 0 0.84091 0.84 1 1.1904762 1 0
## 2027 880 97 2.44 0 0.72549 0.94 1 1.0638298 0 0
## 2028 920 125 2.52 0 1.04444 2.92 33 11.3013697 1 1
## 2029 1000 44 2.25 0 0.81818 2.71 5 1.8450185 1 0
## 2030 1040 48 3.00 0 0.73333 2.71 7 2.5830259 0 0
## 2031 1020 16 4.00 0 0.92453 0.68 5 7.3529410 1 1
## 2032 1180 16 2.00 0 0.96667 5.39 128 23.7476807 0 1
## 2033 850 79 3.27 0 1.12500 0.72 26 36.1111107 1 1
## 2034 910 13 3.23 0 1.27500 0.75 38 50.6666679 1 1
## 2035 990 78 2.41 0 0.70690 0.72 3 4.1666665 0 1
## 2036 890 12 2.75 1 1.02273 0.69 63 91.3043442 0 1
## 2037 990 122 2.94 0 1.06250 0.52 2 3.8461537 1 1
## 2038 900 16 1.81 0 1.04545 0.78 6 7.6923075 1 0
## 2039 700 40 2.22 0 0.84211 0.90 2 2.2222223 0 0
## 2040 1000 77 2.29 0 1.38095 1.57 11 7.0063696 1 1
## 2041 910 10 1.60 0 0.89583 1.77 55 31.0734463 0 1
## 2042 1080 84 3.11 0 1.07692 1.57 5 3.1847134 0 1
## 2043 840 116 2.08 0 0.90909 0.94 1 1.0638298 0 0
## 2044 1010 12 1.66 0 0.90566 0.12 6 50.0000000 0 1
## 2045 1100 84 2.77 0 0.86441 2.23 10 4.4843049 1 1
## 2046 1110 44 3.38 0 0.65672 2.67 7 2.6217229 0 1
## 2047 960 36 2.38 0 0.77778 2.67 20 7.4906368 0 1
## 2048 830 15 2.73 0 0.76596 2.50 23 9.1999998 1 1
## 2049 1100 118 3.70 0 1.03704 2.44 8 3.2786884 1 1
## 2050 910 39 1.46 0 0.89583 2.67 33 12.3595505 0 0
## 2051 1030 16 2.81 0 0.90741 0.77 4 5.1948051 0 1
## 2052 1130 13 2.84 0 0.88333 0.75 8 10.6666670 1 1
## 2053 1150 121 3.23 0 0.76923 0.80 3 3.7500000 0 1
## 2054 1100 48 2.31 0 0.71875 0.57 5 8.7719297 0 1
## 2055 1170 82 2.58 0 0.95000 0.72 2 2.7777777 1 1
## 2056 920 108 3.31 0 0.73585 2.50 19 7.5999999 0 1
## 2057 1000 50 3.00 0 1.38095 2.44 34 13.9344263 1 1
## 2058 1240 17 1.94 0 0.82353 2.04 20 9.8039217 0 1
## 2059 1030 118 3.45 0 1.39535 2.50 21 8.3999996 1 1
## 2060 1080 41 2.29 0 0.80000 2.44 18 7.3770490 0 1
## 2061 990 48 3.18 0 0.73684 2.44 27 11.0655737 1 1
## 2062 1290 50 3.02 0 0.79167 2.44 26 10.6557379 0 0
## 2063 880 17 2.70 0 0.95556 2.77 85 30.6859207 1 1
## 2064 1150 40 2.77 0 1.09091 2.44 6 2.4590163 0 1
## 2065 1240 16 3.25 0 1.13793 2.04 5 2.4509804 1 1
## 2066 1000 108 2.61 0 1.12766 2.50 26 10.3999996 0 1
## 2067 990 14 2.14 1 0.98000 2.04 31 15.1960783 1 0
## 2068 1130 84 3.47 0 0.79365 2.57 18 7.0038910 0 1
## 2069 1110 18 3.38 0 0.76190 2.04 9 4.4117646 0 1
## 2070 980 43 2.18 0 0.71930 2.44 15 6.1475410 1 1
## 2071 950 53 3.77 0 1.26190 2.44 19 7.7868853 1 1
## 2072 1200 17 2.82 0 0.96721 2.68 6 2.2388060 1 1
## 2073 950 49 2.08 0 0.86275 2.68 43 16.0447769 0 1
## 2074 1020 117 2.69 0 0.88889 2.72 15 5.5147057 0 1
## 2075 850 13 2.00 0 0.80851 2.68 59 22.0149250 0 1
## 2076 1010 66 1.77 0 0.74138 2.75 82 29.8181820 0 1
## 2077 1260 113 3.29 0 1.13559 2.72 4 1.4705882 1 1
## 2078 870 43 2.06 0 0.97727 2.68 15 5.5970149 1 0
## 2079 970 77 2.45 0 1.36585 2.72 49 18.0147057 0 1
## 2080 870 42 2.61 0 0.93333 2.68 13 4.8507462 0 1
## 2081 1130 53 3.18 0 0.82258 2.68 4 1.4925373 1 1
## 2082 860 44 2.84 0 1.15000 3.03 114 37.6237640 0 1
## 2083 950 13 0.76 0 0.93878 2.68 26 9.7014923 1 1
## 2084 890 51 2.17 0 0.78000 2.68 30 11.1940298 0 1
## 2085 1050 117 3.50 0 0.81034 2.72 2 0.7352941 0 1
## 2086 940 17 1.52 0 0.67857 2.68 71 26.4925365 0 1
## 2087 950 17 2.76 0 0.97917 2.68 16 5.9701490 0 1
## 2088 1020 113 2.13 0 0.75862 2.72 139 51.1029396 0 1
## 2089 1180 17 3.41 0 0.78788 2.68 12 4.4776120 0 1
## 2090 690 16 1.75 0 0.91667 3.15 160 50.7936516 1 1
## 2091 770 78 2.88 0 0.92500 2.75 60 21.8181820 1 1
## 2092 1030 48 3.62 0 0.60938 2.68 14 5.2238808 0 1
## 2093 1020 106 2.30 0 1.12500 2.72 40 14.7058821 0 1
## 2094 1120 38 1.92 0 1.00000 2.68 18 6.7164178 0 1
## 2095 730 15 1.53 0 1.02778 3.09 75 24.2718449 0 1
## 2096 780 101 2.24 0 0.95000 3.14 30 9.5541401 1 1
## 2097 890 120 2.65 0 0.71154 2.72 31 11.3970585 1 1
## 2098 930 17 2.17 0 0.97872 2.68 67 25.0000000 0 1
## 2099 1060 77 2.09 0 0.79661 2.75 31 11.2727270 1 1
## 2100 840 15 1.53 0 0.86667 2.68 105 39.1791039 1 1
## 2101 1090 12 1.50 0 0.73016 2.68 69 25.7462692 0 1
## 2102 800 115 2.48 0 1.05128 2.72 54 19.8529415 1 1
## 2103 1140 107 2.23 0 1.11111 2.72 22 8.0882349 0 1
## 2104 830 111 2.60 0 0.72917 2.72 37 13.6029415 1 1
## 2105 880 74 2.33 0 1.25641 3.03 13 4.2904291 1 1
## 2106 1460 17 2.94 0 0.94667 3.57 2 0.5602241 0 1
## 2107 1030 47 3.17 0 0.87273 2.95 32 10.8474579 0 1
## 2108 970 47 1.87 0 0.86538 2.68 37 13.8059702 1 1
## 2109 900 85 2.95 0 1.25000 3.01 9 2.9900331 1 1
## 2110 1010 15 1.93 0 0.98039 0.12 2 16.6666660 1 1
## 2111 1040 83 2.77 0 1.03922 0.11 2 18.1818180 1 1
## 2112 870 17 3.47 0 0.85106 0.10 6 60.0000000 0 1
## 2113 910 46 2.32 0 0.71698 0.11 2 18.1818180 0 1
## 2114 720 18 2.44 0 0.80000 2.08 50 24.0384617 0 1
## 2115 1000 13 1.92 0 1.00000 2.08 38 18.2692299 1 0
## 2116 1180 70 3.78 0 0.71014 1.85 2 1.0810810 0 1
## 2117 960 51 1.92 0 0.74545 2.05 65 31.7073174 0 1
## 2118 860 13 2.38 0 0.75510 2.08 59 28.3653851 0 0
## 2119 1060 16 3.25 0 0.89286 2.08 10 4.8076925 0 1
## 2120 1120 15 2.73 0 0.86667 2.08 4 1.9230769 1 1
## 2121 820 40 1.67 0 1.00000 2.05 36 17.5609760 1 1
## 2122 880 13 2.38 0 0.91304 2.08 6 2.8846154 1 0
## 2123 1060 17 2.82 0 0.92727 2.08 12 5.7692308 0 1
## 2124 940 73 2.13 0 0.95833 1.85 26 14.0540543 1 0
## 2125 940 17 3.58 0 0.70909 0.85 1 1.1764706 1 0
## 2126 740 41 1.41 0 0.76190 1.26 4 3.1746032 1 0
## 2127 990 11 2.63 0 0.94118 0.37 16 43.2432442 0 1
## 2128 1180 115 3.66 0 0.78788 0.25 2 8.0000000 1 1
## 2129 950 73 3.06 0 0.82692 0.27 8 29.6296291 0 1
## 2130 950 119 2.26 0 0.86275 0.25 14 56.0000000 0 1
## 2131 970 78 3.67 0 0.90196 0.27 5 18.5185184 1 1
## 2132 1130 18 3.61 0 0.94828 2.89 3 1.0380623 0 1
## 2133 1280 18 3.22 0 0.77778 2.89 11 3.8062284 0 1
## 2134 970 15 2.86 0 0.97959 2.89 50 17.3010387 0 1
## 2135 830 41 2.02 1 0.80435 2.45 73 29.7959175 0 1
## 2136 1000 101 2.71 0 1.12766 2.63 46 17.4904938 1 1
## 2137 870 46 2.82 0 0.97727 2.52 25 9.9206352 1 1
## 2138 1020 88 2.28 0 0.82143 3.05 19 6.2295084 0 1
## 2139 1190 15 4.00 0 1.08772 2.89 7 2.4221454 0 1
## 2140 900 46 3.13 0 0.87500 3.05 18 5.9016395 1 1
## 2141 1100 45 2.46 0 0.96429 2.52 22 8.7301588 0 1
## 2142 780 20 1.95 0 1.22857 2.89 87 30.1038055 0 1
## 2143 870 42 2.47 0 0.93333 2.52 40 15.8730154 1 1
## 2144 1130 52 1.71 0 0.68657 2.62 90 34.3511467 0 1
## 2145 1020 15 2.00 0 0.92453 2.75 96 34.9090919 0 1
## 2146 990 81 2.69 0 0.76786 2.50 25 10.0000000 0 1
## 2147 1030 32 3.46 0 0.71667 2.28 3 1.3157895 1 0
## 2148 970 117 2.47 0 0.79630 2.52 12 4.7619047 1 1
## 2149 1170 76 2.51 0 0.91803 2.50 34 13.6000004 0 1
## 2150 1060 111 2.85 0 0.70968 2.52 19 7.5396824 0 1
## 2151 1120 110 2.58 0 1.00000 2.52 15 5.9523811 0 1
## 2152 820 14 1.85 0 0.82222 2.75 78 28.3636360 1 1
## 2153 860 13 2.38 0 0.95455 2.75 49 17.8181820 1 1
## 2154 980 47 2.78 0 0.88462 2.28 12 5.2631578 1 1
## 2155 1100 81 3.54 0 0.83333 2.50 6 2.4000001 0 1
## 2156 1140 90 3.73 0 0.72727 2.50 9 3.5999999 0 1
## 2157 950 15 1.86 0 0.82692 2.75 23 8.3636360 1 1
## 2158 1040 100 2.23 0 0.79310 2.52 7 2.7777777 1 1
## 2159 820 16 2.25 0 1.00000 2.75 45 16.3636360 1 1
## 2160 1060 47 3.51 0 0.73770 2.28 6 2.6315789 1 1
## 2161 880 16 2.56 0 0.72549 2.75 83 30.1818180 1 1
## 2162 1340 109 3.44 0 1.06154 2.52 1 0.3968254 1 1
## 2163 1060 43 2.18 0 0.73770 2.28 58 25.4385967 0 1
## 2164 1050 39 2.74 0 0.84211 2.28 26 11.4035091 0 1
## 2165 1080 16 3.31 0 0.86207 2.75 21 7.6363635 0 1
## 2166 990 43 2.18 0 0.86792 2.28 36 15.7894735 0 1
## 2167 920 15 2.80 0 0.80392 2.75 39 14.1818180 1 1
## 2168 1050 42 2.21 0 0.90909 2.28 84 36.8421059 0 1
## 2169 720 102 2.08 0 0.71429 2.46 13 5.2845531 1 0
## 2170 770 75 2.22 0 0.75000 2.57 26 10.1167316 0 0
## 2171 1190 17 2.41 0 0.80303 1.96 6 3.0612245 0 0
## 2172 870 124 2.58 0 0.70588 1.50 34 22.6666660 0 1
## 2173 1140 82 3.79 0 0.72727 1.86 7 3.7634408 0 1
## 2174 1040 15 3.06 0 0.92593 2.38 11 4.6218486 1 1
## 2175 1050 15 2.46 0 0.81034 2.38 31 13.0252104 0 1
## 2176 1320 17 4.00 0 0.91304 2.38 1 0.4201681 0 1
## 2177 850 47 2.63 0 0.80851 1.89 28 14.8148146 1 1
## 2178 950 103 2.53 1 0.69643 1.48 18 12.1621618 0 1
## 2179 1100 116 3.16 0 0.66667 1.48 46 31.0810814 0 1
## 2180 1290 15 4.00 0 0.69737 2.38 6 2.5210085 0 1
## 2181 960 113 2.95 0 0.71429 1.48 4 2.7027028 1 1
## 2182 1050 13 1.76 0 0.90909 2.38 41 17.2268906 0 1
## 2183 890 44 2.86 0 0.74510 1.89 39 20.6349201 1 1
## 2184 1020 78 1.97 0 1.04000 1.78 35 19.6629219 0 1
## 2185 1110 74 2.21 0 1.01818 1.78 12 6.7415729 0 1
## 2186 960 19 2.21 0 1.00000 2.38 38 15.9663868 1 1
## 2187 930 14 2.71 0 0.69091 2.38 98 41.1764717 0 1
## 2188 1190 46 2.82 0 0.98333 1.89 7 3.7037036 1 1
## 2189 980 13 2.76 1 0.88462 2.38 46 19.3277302 0 1
## 2190 1230 17 4.00 0 0.80882 2.38 5 2.1008403 0 1
## 2191 940 17 2.52 0 0.84314 2.38 36 15.1260500 0 1
## 2192 1040 43 3.16 0 0.76271 1.89 63 33.3333321 0 1
## 2193 960 75 3.32 0 0.88235 1.50 8 5.3333335 0 1
## 2194 1060 108 2.36 0 1.00000 1.50 35 23.3333340 0 1
## 2195 1280 17 3.47 0 0.70667 2.38 17 7.1428571 0 1
## 2196 1340 17 4.00 0 0.86111 2.38 8 3.3613446 0 1
## 2197 1050 85 1.77 0 0.94444 1.78 34 19.1011238 0 1
## 2198 1100 47 2.31 0 0.80328 1.89 24 12.6984129 0 1
## 2199 980 15 3.73 0 1.04167 2.38 10 4.2016807 1 1
## 2200 1130 49 2.91 0 0.79365 1.89 10 5.2910051 0 1
## 2201 1140 83 2.62 0 0.86885 0.63 3 4.7619047 1 1
## 2202 1000 11 2.36 0 1.17391 0.23 9 39.1304359 0 1
## 2203 1060 17 1.05 0 1.12000 0.23 7 30.4347820 0 1
## 2204 1190 73 3.56 0 0.77612 4.94 9 1.8218623 0 1
## 2205 1090 47 2.72 0 0.94643 3.96 18 4.5454545 1 1
## 2206 640 95 1.92 1 0.82857 5.34 165 30.8988762 0 0
## 2207 880 78 2.20 0 0.60000 4.01 27 6.7331672 1 1
## 2208 1020 42 1.92 0 0.70000 3.96 33 8.3333330 0 0
## 2209 1010 43 1.53 0 0.83636 3.96 37 9.3434343 1 0
## 2210 1410 68 3.72 0 0.98592 4.09 5 1.2224939 0 1
## 2211 820 60 2.36 0 0.86364 4.34 59 13.5944700 1 1
## 2212 880 15 0.53 0 0.83333 4.13 53 12.8329296 0 1
## 2213 1010 13 2.61 0 1.06122 4.13 49 11.8644066 1 1
## 2214 1240 92 2.57 0 0.93750 4.09 25 6.1124697 0 0
## 2215 890 18 1.61 0 1.17073 4.13 94 22.7602901 1 1
## 2216 960 20 1.60 0 0.77778 4.13 123 29.7820816 0 1
## 2217 1140 48 3.04 0 1.15094 3.96 9 2.2727273 1 1
## 2218 900 90 3.06 0 0.91489 4.01 77 19.2019958 1 1
## 2219 950 113 3.55 0 0.72727 4.09 14 3.4229829 1 1
## 2220 910 104 3.61 0 0.93617 4.09 45 11.0024452 1 1
## 2221 1150 79 2.94 0 0.82540 4.09 16 3.9119804 1 0
## 2222 1030 18 2.11 0 0.87273 4.13 52 12.5907993 0 1
## 2223 1070 17 2.00 0 0.72581 4.13 36 8.7167072 0 1
## 2224 850 14 1.28 0 0.88889 4.13 183 44.3099289 0 1
## 2225 960 99 1.92 0 0.71429 4.09 40 9.7799511 0 1
## 2226 1030 45 3.93 0 0.63492 3.96 4 1.0101010 1 0
## 2227 1030 17 2.58 0 0.80702 4.13 24 5.8111382 1 1
## 2228 1040 52 3.28 0 1.00000 3.96 26 6.5656567 1 1
## 2229 1110 48 3.29 0 1.05556 3.96 5 1.2626263 1 1
## 2230 950 75 2.50 0 0.69643 4.01 14 3.4912717 1 1
## 2231 960 90 3.06 0 0.92000 4.01 40 9.9750624 0 1
## 2232 900 107 2.79 0 0.69811 4.09 66 16.1369190 0 1
## 2233 950 73 2.28 0 0.69643 4.94 83 16.8016186 0 1
## 2234 1040 64 2.73 0 0.85714 4.01 22 5.4862843 1 1
## 2235 1020 50 2.54 0 0.72881 3.96 10 2.5252526 0 1
## 2236 910 17 1.23 0 1.45946 4.13 44 10.6537533 1 1
## 2237 890 16 1.62 0 0.78000 0.79 1 1.2658228 1 0
## 2238 1200 50 3.38 0 0.73913 2.75 10 3.6363637 0 1
## 2239 780 14 1.92 0 0.85714 3.20 38 11.8750000 1 1
## 2240 950 17 2.88 0 0.75926 3.20 9 2.8125000 1 1
## 2241 950 17 2.94 0 0.82692 2.76 3 1.0869565 1 0
## 2242 730 65 2.52 0 0.65909 2.76 35 12.6811590 0 0
## 2243 880 13 2.61 0 1.20000 3.20 14 4.3750000 1 1
## 2244 1280 81 3.32 0 0.75342 2.76 3 1.0869565 0 1
## 2245 1100 71 2.46 0 0.86441 3.80 98 25.7894745 0 1
## 2246 890 70 2.47 0 0.85417 1.06 14 13.2075472 0 1
## 2247 1110 46 1.95 0 1.05556 1.02 14 13.7254906 1 0
## 2248 1130 65 3.33 0 0.82258 1.03 4 3.8834951 0 1
## 2249 920 75 3.36 0 0.70370 1.03 11 10.6796112 0 1
## 2250 1120 17 3.17 0 0.69697 3.05 18 5.9016395 0 0
## 2251 1070 44 2.38 0 0.75410 2.70 41 15.1851854 0 1
## 2252 1180 13 2.30 0 0.78788 2.70 3 1.1111112 0 0
## 2253 1140 84 3.10 0 0.80952 3.25 10 3.0769231 0 0
## 2254 870 41 2.48 0 1.63636 2.70 44 16.2962971 1 1
## 2255 1210 88 2.94 0 0.95161 3.25 13 4.0000000 0 1
## 2256 1090 72 3.04 0 0.62687 3.50 27 7.7142859 0 1
## 2257 990 75 2.78 0 0.80000 3.25 8 2.4615386 0 0
## 2258 1110 51 2.74 0 0.88136 3.68 16 4.3478260 1 0
## 2259 940 115 2.37 0 1.08889 2.61 40 15.3256702 1 1
## 2260 1150 45 3.64 0 0.71642 3.68 6 1.6304348 0 1
## 2261 1000 17 3.17 0 0.81818 3.58 11 3.0726256 0 1
## 2262 980 83 2.85 0 0.81481 2.61 7 2.6819923 0 1
## 2263 930 14 2.64 0 1.02174 3.58 42 11.7318439 1 0
## 2264 1150 17 2.94 0 0.88525 3.58 3 0.8379889 0 0
## 2265 860 13 2.07 0 0.86957 3.58 108 30.1675968 1 1
## 2266 910 15 2.33 0 0.85714 0.90 15 16.6666660 0 1
## 2267 960 14 0.64 0 1.00000 0.91 20 21.9780216 0 1
## 2268 900 13 0.92 0 0.87500 1.98 66 33.3333321 1 1
## 2269 1250 113 3.23 0 1.15517 2.26 4 1.7699115 1 1
## 2270 1180 50 3.26 0 0.81538 2.19 8 3.6529679 0 1
## 2271 860 84 2.07 0 1.15000 2.23 26 11.6591930 0 1
## 2272 1050 33 4.00 0 0.94444 2.19 2 0.9132420 1 1
## 2273 1010 17 3.00 0 0.83636 1.98 10 5.0505052 0 1
## 2274 1190 15 2.33 0 0.72464 1.98 3 1.5151515 1 1
## 2275 1020 40 2.77 0 0.82143 2.19 14 6.3926940 0 1
## 2276 1290 49 2.93 0 0.76712 2.19 6 2.7397261 0 1
## 2277 910 118 2.38 0 0.78431 2.26 69 30.5309734 1 1
## 2278 1210 17 3.82 0 0.77941 1.98 1 0.5050505 0 1
## 2279 990 100 2.43 0 0.59677 2.26 57 25.2212391 0 1
## 2280 970 107 2.07 0 0.70175 2.26 58 25.6637173 0 1
## 2281 940 112 2.25 0 1.23810 2.26 35 15.4867258 1 1
## 2282 1310 47 3.93 0 0.81944 2.19 4 1.8264840 0 1
## 2283 1000 16 2.18 0 0.81818 1.98 24 12.1212120 1 1
## 2284 1060 45 2.33 0 0.68254 2.19 18 8.2191782 1 1
## 2285 1000 81 2.03 0 0.85185 2.23 77 34.5291481 0 1
## 2286 1010 119 3.35 0 0.62903 2.26 12 5.3097343 1 1
## 2287 950 79 2.69 0 0.75926 2.23 21 9.4170408 1 1
## 2288 1080 46 2.97 0 0.83051 1.12 35 31.2500000 0 1
## 2289 920 51 1.74 0 0.80392 1.95 27 13.8461542 1 0
## 2290 1220 15 2.46 0 0.82090 2.00 9 4.5000000 0 1
## 2291 1040 122 3.14 0 0.79310 1.92 7 3.6458333 1 1
## 2292 880 81 2.49 0 0.76000 1.77 3 1.6949153 1 1
## 2293 850 118 1.92 0 0.57407 1.92 16 8.3333330 0 1
## 2294 910 80 2.76 0 0.89583 1.77 18 10.1694918 0 0
## 2295 1170 59 2.61 1 1.05263 2.30 13 5.6521740 0 1
## 2296 1150 15 3.06 0 0.79688 2.00 2 1.0000000 1 0
## 2297 990 16 2.12 0 0.80000 2.00 23 11.5000000 0 1
## 2298 1000 11 2.72 0 0.85185 2.00 9 4.5000000 1 1
## 2299 1050 132 2.89 0 0.87500 0.10 1 10.0000000 1 1
## 2300 1160 15 1.73 0 0.90164 0.10 6 60.0000000 0 1
## 2301 1150 126 3.15 0 0.88525 0.10 6 60.0000000 0 1
## 2302 1030 11 2.72 0 0.94340 0.10 7 70.0000000 0 1
## 2303 820 47 1.91 0 1.05000 2.09 49 23.4449768 1 1
## 2304 1140 136 2.18 0 0.80952 2.40 32 13.3333330 1 1
## 2305 1140 16 4.00 0 0.86885 2.19 11 5.0228310 1 1
## 2306 980 100 3.16 0 1.04167 2.20 56 25.4545460 1 1
## 2307 1130 42 3.45 0 0.82258 2.09 39 18.6602879 0 1
## 2308 1010 114 3.14 0 0.90566 2.40 12 5.0000000 1 1
## 2309 1080 85 3.50 0 1.00000 2.20 11 5.0000000 1 1
## 2310 960 39 2.30 0 0.62712 2.24 17 7.5892859 1 1
## 2311 1020 48 3.08 0 0.70000 2.09 20 9.5693779 1 1
## 2312 880 44 2.54 0 0.41935 2.09 58 27.7511959 1 1
## 2313 970 17 3.23 0 0.90196 2.19 12 5.4794521 0 1
## 2314 830 79 2.69 0 0.84444 2.20 17 7.7272725 1 1
## 2315 1300 81 3.24 0 0.85714 2.20 6 2.7272727 1 1
## 2316 980 76 2.67 0 1.04167 2.20 47 21.3636360 1 1
## 2317 1220 85 2.21 0 0.82090 2.20 39 17.7272720 0 1
## 2318 940 90 1.80 0 1.08889 2.40 77 32.0833321 1 1
## 2319 1120 14 2.78 0 0.75000 2.19 46 21.0045662 1 1
## 2320 970 80 2.38 0 0.86538 2.20 72 32.7272720 1 1
## 2321 1090 88 2.25 0 0.94643 2.40 62 25.8333340 0 1
## 2322 1090 10 1.60 0 0.91228 2.20 78 35.4545441 0 1
## 2323 1150 64 3.01 0 0.66667 2.20 61 27.7272720 0 1
## 2324 950 75 1.85 0 0.61017 2.20 51 23.1818180 1 1
## 2325 1040 57 1.45 0 1.16667 2.40 44 18.3333340 0 1
## 2326 1290 14 4.00 0 0.95455 2.19 2 0.9132420 1 1
## 2327 1080 107 2.76 0 1.00000 2.40 38 15.8333330 1 1
## 2328 1250 16 3.43 0 0.83824 2.19 4 1.8264840 1 1
## 2329 810 64 3.31 0 1.07692 2.09 21 10.0478468 1 0
## 2330 980 15 2.40 0 0.71930 1.91 36 18.8481674 1 1
## 2331 700 14 1.28 1 0.75000 1.91 124 64.9214630 0 0
## 2332 1030 47 2.27 0 0.68852 2.11 41 19.4312801 0 1
## 2333 950 39 2.07 0 0.75926 2.11 79 37.4407578 0 1
## 2334 970 16 2.43 0 0.73214 1.91 20 10.4712038 0 1
## 2335 1070 16 2.25 0 0.94545 1.91 16 8.3769636 0 1
## 2336 1050 88 1.79 0 0.90909 1.73 8 4.6242776 1 1
## 2337 1030 16 1.18 0 0.94340 1.91 37 19.3717270 0 0
## 2338 1180 48 3.60 0 0.71014 2.11 14 6.6350713 0 0
## 2339 930 11 2.54 0 1.21429 1.91 50 26.1780109 1 1
## 2340 1280 17 3.05 0 0.80282 1.91 1 0.5235602 0 1
## 2341 990 60 2.81 0 1.15217 2.11 53 25.1184826 1 1
## 2342 1330 49 3.85 0 0.98507 2.11 3 1.4218010 0 1
## 2343 880 11 1.36 0 1.00000 1.91 53 27.7486916 0 1
## 2344 1140 65 3.47 0 0.70149 2.11 4 1.8957345 0 1
## 2345 850 120 2.67 0 0.84783 1.20 26 21.6666660 0 1
## 2346 1060 122 2.35 0 1.20833 1.20 2 1.6666666 1 1
## 2347 1030 48 2.35 0 0.74576 0.36 8 22.2222214 0 1
## 2348 960 52 2.86 0 0.81132 0.36 6 16.6666660 1 1
## 2349 990 37 2.62 0 0.90385 0.36 18 50.0000000 0 1
## 2350 980 114 3.22 0 0.81481 0.23 5 21.7391300 0 1
## 2351 1030 65 2.38 0 0.58462 0.25 12 48.0000000 0 1
## 2352 940 44 2.77 0 0.80769 0.36 11 30.5555553 1 1
## 2353 1230 88 2.85 0 0.86364 0.33 3 9.0909090 1 1
## 2354 1120 43 2.30 0 0.89831 0.36 8 22.2222214 0 1
## 2355 1020 110 3.00 0 0.88889 0.23 8 34.7826080 1 1
## 2356 1110 128 3.64 0 0.79032 1.76 3 1.7045455 0 1
## 2357 1340 46 2.28 0 0.83562 1.25 3 2.4000001 0 1
## 2358 950 80 2.91 0 1.11111 1.76 14 7.9545455 1 1
## 2359 1100 88 2.65 0 0.92982 1.21 8 6.6115704 1 1
## 2360 1000 13 1.69 0 1.08333 0.37 21 56.7567558 0 1
## 2361 1240 52 3.84 0 0.87879 0.40 1 2.5000000 0 1
## 2362 1000 46 2.56 0 0.88679 0.40 9 22.5000000 0 1
## 2363 1020 129 2.50 0 1.08163 0.39 12 30.7692299 0 1
## 2364 1010 111 3.18 0 0.87037 2.76 46 16.6666660 1 1
## 2365 980 12 2.75 0 0.88462 3.24 41 12.6543207 1 1
## 2366 860 15 3.00 0 0.82979 3.24 78 24.0740738 1 1
## 2367 1020 106 3.36 0 0.67213 2.76 15 5.4347825 0 1
## 2368 990 48 2.27 0 1.15217 2.38 59 24.7899151 1 1
## 2369 910 40 2.72 0 1.16667 2.38 73 30.6722698 0 1
## 2370 1130 116 2.65 0 0.91525 2.76 85 30.7971020 0 1
## 2371 930 119 2.31 0 1.06667 2.76 64 23.1884060 1 1
## 2372 1170 18 2.66 0 0.82813 3.24 67 20.6790123 0 1
## 2373 1020 14 3.00 0 0.78947 3.24 193 59.5679016 0 1
## 2374 1080 92 3.93 0 0.83051 2.76 9 3.2608695 0 1
## 2375 960 16 1.81 0 1.00000 3.24 125 38.5802460 0 1
## 2376 810 15 0.86 0 0.80000 3.24 105 32.4074059 0 1
## 2377 810 117 2.11 0 0.88372 2.76 104 37.6811600 1 0
## 2378 880 16 2.50 0 1.14634 3.24 34 10.4938269 1 1
## 2379 1190 76 3.43 0 0.67606 2.83 8 2.8268552 0 1
## 2380 1160 124 2.70 0 0.87097 2.76 37 13.4057970 0 1
## 2381 950 99 2.32 0 0.55738 2.76 31 11.2318840 0 1
## 2382 1080 11 3.27 0 0.80000 3.24 16 4.9382715 1 1
## 2383 1020 15 2.33 0 1.00000 3.24 236 72.8395081 0 1
## 2384 1170 50 3.24 0 1.25000 2.38 8 3.3613446 1 1
## 2385 900 104 2.51 0 0.91489 2.76 106 38.4057961 1 1
## 2386 1180 12 3.16 0 0.87302 3.24 37 11.4197531 0 1
## 2387 1150 18 3.16 0 1.01754 3.23 18 5.5727553 1 1
## 2388 1270 16 2.00 0 1.08197 3.24 142 43.8271599 0 1
## 2389 1090 13 1.15 0 0.94643 3.24 149 45.9876556 0 1
## 2390 1050 16 0.87 0 0.77966 3.24 80 24.6913586 0 1
## 2391 1170 45 3.91 0 0.91803 2.38 5 2.1008403 1 1
## 2392 1050 11 2.63 0 0.98113 3.24 111 34.2592583 1 1
## 2393 1080 49 3.32 0 0.92857 2.38 44 18.4873943 1 1
## 2394 1140 119 2.90 0 0.96552 2.76 20 7.2463770 0 1
## 2395 1010 13 2.76 0 1.10417 2.36 77 32.6271172 1 1
## 2396 1110 14 3.57 0 0.85000 3.22 5 1.5527951 0 1
## 2397 1010 43 2.20 0 0.83636 2.38 24 10.0840340 0 0
## 2398 1290 17 3.82 0 1.01563 3.24 6 1.8518518 0 1
## 2399 1030 44 1.90 0 0.74576 2.38 95 39.9159660 0 1
## 2400 1250 17 2.11 0 0.89394 3.24 20 6.1728396 0 1
## 2401 1110 59 1.91 0 0.73438 2.38 67 28.1512604 0 1
## 2402 1060 51 3.19 0 0.85965 2.38 19 7.9831934 0 1
## 2403 1070 78 3.29 0 0.75410 2.83 10 3.5335689 1 1
## 2404 890 47 2.82 0 0.97778 0.12 2 16.6666660 1 1
## 2405 910 119 3.33 0 1.21951 0.10 1 10.0000000 1 1
## 2406 1130 17 2.41 0 0.76563 0.12 3 25.0000000 0 1
## 2407 1020 59 2.62 0 0.61905 0.11 4 36.3636360 0 1
## 2408 1240 61 2.83 0 0.87879 5.74 14 2.4390244 0 1
## 2409 900 42 1.88 0 0.95652 5.56 88 15.8273382 1 1
## 2410 900 48 2.52 0 0.73077 5.56 34 6.1151080 1 1
## 2411 860 19 2.05 0 0.82979 5.74 195 33.9721260 0 1
## 2412 950 14 2.42 0 0.82692 5.26 134 25.4752846 1 1
## 2413 1160 51 2.35 0 0.56757 5.03 60 11.9284296 0 1
## 2414 1140 73 2.15 0 0.83871 5.03 55 10.9343939 0 1
## 2415 1010 78 1.96 0 0.80357 5.03 73 14.5129223 1 0
## 2416 990 40 1.77 0 0.67797 5.56 195 35.0719414 0 0
## 2417 1120 13 2.00 0 0.80645 5.26 61 11.5969582 0 1
## 2418 1070 17 2.64 0 0.57353 5.26 46 8.7452469 0 1
## 2419 1020 15 1.20 0 0.70000 5.26 78 14.8288975 1 1
## 2420 1030 48 1.75 0 1.06000 5.56 163 29.3165474 0 1
## 2421 990 16 2.75 0 0.98000 5.26 52 9.8859320 1 1
## 2422 930 49 2.42 0 0.93750 5.56 76 13.6690645 0 1
## 2423 790 47 2.31 0 0.97500 5.56 51 9.1726618 1 1
## 2424 1090 19 3.63 0 0.94643 5.26 16 3.0418251 1 1
## 2425 1020 114 2.59 0 0.85455 5.39 53 9.8330240 1 1
## 2426 1220 56 2.91 0 0.84848 5.56 36 6.4748201 1 1
## 2427 1010 106 2.52 0 0.74138 5.39 217 40.2597389 0 1
## 2428 1090 18 1.61 0 0.65152 5.26 125 23.7642593 0 1
## 2429 900 15 0.80 0 0.83673 5.26 173 32.8897324 0 1
## 2430 1120 45 1.77 0 0.89831 5.38 128 23.7918224 0 1
## 2431 950 15 1.00 0 0.97917 5.26 125 23.7642593 0 1
## 2432 790 15 2.60 0 0.92683 5.56 176 31.6546764 0 1
## 2433 1130 116 3.11 0 1.05455 5.39 32 5.9369202 0 1
## 2434 1080 110 2.37 1 0.56522 5.39 152 28.2003708 0 1
## 2435 1140 13 2.46 0 0.78125 5.26 76 14.4486694 0 1
## 2436 970 87 2.29 0 0.73214 5.39 171 31.7254181 0 1
## 2437 980 17 3.23 0 0.96000 5.26 18 3.4220533 1 1
## 2438 970 15 2.66 0 1.02083 5.26 23 4.3726234 1 1
## 2439 930 95 2.06 0 0.86000 5.39 109 20.2226353 0 1
## 2440 820 15 2.13 1 0.90698 5.26 160 30.4182510 1 0
## 2441 1220 56 2.64 0 0.96774 5.03 59 11.7296219 0 1
## 2442 1100 68 2.50 0 0.86441 5.03 88 17.4950294 0 1
## 2443 1170 17 2.70 0 0.80000 5.74 24 4.1811848 0 1
## 2444 1040 111 2.03 0 0.67742 5.39 47 8.7198515 1 1
## 2445 1140 14 0.28 0 0.72727 5.26 140 26.6159687 0 1
## 2446 890 74 2.16 0 1.11905 5.03 66 13.1212721 0 1
## 2447 1230 14 1.71 0 0.86364 5.26 45 8.5551329 0 1
## 2448 840 124 2.62 0 0.82609 5.39 124 23.0055656 1 1
## 2449 1000 51 2.13 0 0.81818 5.56 37 6.6546764 0 1
## 2450 1020 43 2.23 0 0.70000 5.56 75 13.4892082 0 1
## 2451 1160 107 2.07 0 1.03509 5.39 38 7.0500927 0 1
## 2452 750 119 2.49 0 1.08333 5.39 70 12.9870129 1 1
## 2453 740 17 2.64 0 0.80488 1.32 36 27.2727280 0 1
## 2454 910 90 2.88 0 0.78431 1.01 7 6.9306931 0 1
## 2455 1200 118 3.52 0 0.81818 0.94 1 1.0638298 0 1
## 2456 1140 15 3.46 0 1.07273 1.32 4 3.0303030 1 1
## 2457 930 18 3.00 0 0.75472 1.32 20 15.1515150 0 1
## 2458 990 48 2.81 0 0.90385 1.01 24 23.7623768 0 1
## 2459 880 42 2.50 0 0.72549 1.78 24 13.4831457 0 1
## 2460 1120 16 3.25 0 0.93103 1.96 41 20.9183674 0 1
## 2461 790 114 2.66 0 0.92683 1.92 9 4.6875000 1 1
## 2462 950 114 2.29 0 0.58333 1.92 15 7.8125000 0 1
## 2463 970 17 2.88 0 0.76364 1.96 24 12.2448978 1 1
## 2464 1170 79 2.58 0 0.98305 1.71 1 0.5847953 1 1
## 2465 840 91 2.74 0 0.95349 2.30 37 16.0869560 0 1
## 2466 960 87 2.91 0 1.00000 1.92 18 9.3750000 0 1
## 2467 970 18 2.05 0 0.67241 1.96 29 14.7959185 0 1
## 2468 1080 13 3.53 0 0.80000 1.96 36 18.3673477 1 1
## 2469 860 48 2.75 0 0.59259 1.78 22 12.3595505 1 1
## 2470 1040 48 2.83 0 0.67742 1.78 12 6.7415729 1 1
## 2471 980 117 2.08 0 1.17778 1.92 32 16.6666660 1 1
## 2472 1130 118 2.02 0 1.30612 2.50 101 40.4000015 0 0
## 2473 990 87 3.51 0 0.94118 2.04 60 29.4117641 0 1
## 2474 1010 16 2.81 0 0.83636 2.37 58 24.4725742 1 1
## 2475 1010 45 3.40 0 1.19565 2.38 18 7.5630250 1 1
## 2476 1090 14 2.00 0 0.78689 2.37 117 49.3670883 0 1
## 2477 1090 17 2.52 0 1.05660 2.37 48 20.2531643 1 1
## 2478 840 17 2.64 0 0.90909 2.37 84 35.4430389 1 1
## 2479 1310 44 2.29 0 0.92647 2.38 147 61.7647057 0 1
## 2480 830 40 2.05 0 0.84444 2.38 70 29.4117641 0 1
## 2481 1100 15 4.00 0 1.03704 2.37 17 7.1729956 1 1
## 2482 970 16 3.81 0 0.25974 2.37 25 10.5485229 0 0
## 2483 1010 15 3.60 0 0.98039 2.37 21 8.8607597 1 1
## 2484 1170 16 4.00 0 0.74627 2.37 12 5.0632911 0 1
## 2485 1090 50 3.36 0 1.01852 2.38 55 23.1092434 1 1
## 2486 1040 16 3.18 0 0.82456 2.37 38 16.0337543 1 1
## 2487 1080 79 2.94 0 0.80000 2.51 18 7.1713147 1 1
## 2488 1010 48 3.20 0 0.68333 2.38 46 19.3277302 0 1
## 2489 1070 17 1.76 0 0.87719 2.37 127 53.5864983 0 1
## 2490 1060 47 2.91 0 1.00000 2.38 38 15.9663868 1 1
## 2491 1310 78 3.03 0 0.95522 2.51 29 11.5537853 1 1
## 2492 1050 15 2.86 0 1.14286 2.37 88 37.1308022 1 1
## 2493 1090 108 3.53 0 0.78689 2.04 16 7.8431373 1 1
## 2494 880 15 3.20 0 1.00000 2.37 66 27.8481007 1 1
## 2495 1070 47 2.61 0 0.91071 2.38 45 18.9075623 1 1
## 2496 1290 17 3.41 0 0.89706 2.37 11 4.6413503 1 1
## 2497 1120 16 2.00 0 1.00000 2.37 49 20.6751060 1 1
## 2498 1110 73 2.75 0 0.81967 2.51 90 35.8565750 0 1
## 2499 1090 77 2.22 0 1.05660 2.04 88 43.1372566 1 1
## 2500 960 45 2.44 0 1.00000 2.38 54 22.6890755 1 1
## 2501 930 18 3.22 0 0.93750 2.37 58 24.4725742 1 1
## 2502 1210 18 3.16 0 0.80597 2.37 49 20.6751060 0 1
## 2503 1300 67 2.23 0 1.00000 2.51 61 24.3027897 0 1
## 2504 1040 16 2.18 0 0.73333 2.37 140 59.0717316 0 1
## 2505 1050 15 1.66 0 0.98113 2.37 83 35.0210953 0 1
## 2506 990 82 2.70 0 0.83333 2.51 34 13.5458164 1 1
## 2507 810 107 2.53 0 0.72340 2.04 31 15.1960783 0 1
## 2508 1010 133 2.54 0 0.90566 2.04 36 17.6470585 0 1
## 2509 900 13 2.53 0 0.80000 2.46 109 44.3089447 0 1
## 2510 1180 45 3.33 0 0.78788 2.38 17 7.1428571 0 1
## 2511 980 86 3.01 0 0.88462 2.51 62 24.7011948 1 1
## 2512 940 49 2.06 0 0.74074 2.38 63 26.4705887 0 1
## 2513 1110 14 3.21 0 1.01818 0.41 2 4.8780489 0 1
## 2514 1080 18 1.38 0 0.71429 0.51 8 15.6862745 0 1
## 2515 870 46 3.54 0 0.70588 0.30 1 3.3333333 1 1
## 2516 830 78 2.98 0 0.84444 1.39 16 11.5107918 1 1
## 2517 930 92 3.21 0 0.75472 1.39 1 0.7194245 0 1
## 2518 1150 74 3.35 0 1.01754 1.39 3 2.1582735 1 1
## 2519 790 76 3.01 0 0.79545 1.39 13 9.3525181 1 1
## 2520 1000 39 2.05 0 1.22222 1.76 31 17.6136360 0 1
## 2521 1050 47 2.10 0 0.77966 1.76 56 31.8181820 0 1
## 2522 870 90 2.74 0 0.67308 1.39 9 6.4748201 1 1
## 2523 1180 52 3.21 0 1.10714 1.76 19 10.7954550 0 1
## 2524 830 122 1.99 0 1.12821 1.60 21 13.1250000 1 1
## 2525 1050 13 1.38 0 0.87500 1.65 14 8.4848480 1 1
## 2526 1060 16 1.25 0 0.73770 0.60 6 10.0000000 0 0
## 2527 960 65 2.56 0 1.04255 0.16 2 12.5000000 0 1
## 2528 990 78 2.44 0 0.73684 3.38 20 5.9171596 1 1
## 2529 900 42 2.85 0 1.04545 3.20 25 7.8125000 1 1
## 2530 970 78 2.71 0 0.90196 3.38 7 2.0710058 1 1
## 2531 1430 108 3.07 0 0.95890 3.64 42 11.5384617 0 1
## 2532 1110 46 2.32 0 0.76190 3.20 16 5.0000000 0 1
## 2533 1130 16 3.75 0 1.09259 3.10 8 2.5806451 0 1
## 2534 1230 18 3.61 0 0.92188 3.10 5 1.6129032 0 1
## 2535 1000 38 1.81 0 0.75439 3.20 97 30.3125000 0 1
## 2536 940 15 2.33 0 1.23810 3.10 19 6.1290321 1 0
## 2537 1110 17 3.41 0 0.85000 3.10 11 3.5483871 0 1
## 2538 1020 108 2.49 0 1.04000 3.64 36 9.8901100 0 1
## 2539 950 12 1.25 0 0.79245 3.10 14 4.5161290 1 1
## 2540 1130 17 3.00 0 0.63768 3.10 72 23.2258072 0 1
## 2541 1150 16 2.81 0 1.05357 3.10 17 5.4838710 0 1
## 2542 1010 46 3.13 0 0.77193 3.20 13 4.0625000 1 1
## 2543 1150 14 2.92 0 0.98276 3.10 45 14.5161295 0 1
## 2544 990 49 1.79 0 0.94118 3.20 60 18.7500000 1 1
## 2545 1020 96 2.81 0 0.85455 3.64 15 4.1208792 1 1
## 2546 1040 43 2.39 0 0.92593 3.20 34 10.6250000 0 1
## 2547 720 49 2.34 0 0.67442 1.02 12 11.7647057 0 0
## 2548 1070 11 0.72 0 0.87719 1.25 7 5.5999999 0 1
## 2549 1040 16 3.50 0 0.79310 1.25 4 3.2000000 1 1
## 2550 1090 15 3.40 0 1.05660 0.85 2 2.3529413 1 1
## 2551 900 13 1.23 0 1.00000 0.85 20 23.5294113 0 1
## 2552 1020 127 3.44 0 0.92453 0.75 3 4.0000000 1 1
## 2553 700 79 2.56 0 0.84211 0.55 8 14.5454550 1 1
## 2554 750 81 2.54 0 0.74419 1.75 28 16.0000000 0 1
## 2555 930 81 3.02 0 0.86000 1.75 32 18.2857151 0 1
## 2556 1240 16 3.18 0 0.82353 1.75 3 1.7142857 1 1
## 2557 1300 18 4.00 0 0.75676 2.10 1 0.4761905 1 1
## 2558 1150 18 2.88 0 0.88525 2.01 34 16.9154224 0 1
## 2559 1140 114 3.14 0 0.72727 1.33 23 17.2932339 0 1
## 2560 1010 45 2.66 0 0.98039 1.70 26 15.2941179 0 1
## 2561 1010 41 2.00 0 0.80357 1.70 24 14.1176472 0 1
## 2562 1160 18 3.00 0 0.84127 2.01 15 7.4626865 1 1
## 2563 1060 52 3.21 0 0.92727 4.50 14 3.1111112 1 1
## 2564 820 16 1.75 0 1.56250 2.33 46 19.7424889 1 1
## 2565 940 107 2.01 0 0.91837 1.33 28 21.0526314 0 1
## 2566 1100 49 2.97 0 0.69231 1.70 4 2.3529413 1 1
## 2567 1100 65 2.50 0 0.71875 1.75 1 0.5714286 1 1
## 2568 1140 112 2.64 0 0.70149 0.25 14 56.0000000 0 1
## 2569 930 91 2.06 0 0.75472 0.36 16 44.4444427 1 1
## 2570 1030 83 3.13 0 0.74576 0.27 3 11.1111107 1 1
## 2571 960 82 2.62 0 1.00000 0.27 14 51.8518524 0 1
## 2572 1020 82 2.65 0 0.67213 0.27 8 29.6296291 0 1
## 2573 860 123 2.91 0 0.86957 2.15 2 0.9302326 1 0
## 2574 770 84 2.64 0 0.92500 1.68 7 4.1666665 1 0
## 2575 1000 16 3.00 0 0.96078 2.16 4 1.8518518 0 0
## 2576 860 75 2.14 0 0.95455 1.68 1 0.5952381 1 0
## 2577 960 17 3.29 0 0.81132 2.18 1 0.4587156 0 1
## 2578 830 12 2.00 0 0.88636 2.07 3 1.4492754 1 0
## 2579 980 17 3.00 0 1.04167 0.08 1 12.5000000 0 1
## 2580 970 16 3.12 0 0.76364 4.09 104 25.4278736 0 1
## 2581 1150 119 1.86 0 1.01754 3.62 3 0.8287293 1 0
## 2582 860 19 2.31 0 1.04762 4.09 39 9.5354519 1 0
## 2583 970 12 2.50 0 1.06383 4.09 9 2.2004890 1 0
## 2584 980 114 2.51 0 0.96000 3.62 11 3.0386741 1 1
## 2585 1290 42 2.52 0 0.86957 3.48 2 0.5747126 0 1
## 2586 640 48 1.89 1 1.13333 3.53 230 65.1558075 0 0
## 2587 1260 15 4.00 0 0.88060 4.09 1 0.2444988 1 1
## 2588 970 49 2.36 0 0.94000 3.48 20 5.7471266 0 1
## 2589 1190 18 3.44 0 0.77612 4.09 5 1.2224939 0 1
## 2590 1190 45 2.40 0 0.70000 3.45 40 11.5942030 0 1
## 2591 1050 74 2.59 0 0.81034 3.10 61 19.6774197 0 1
## 2592 760 17 2.88 0 0.61702 3.19 32 10.0313482 0 1
## 2593 1030 109 2.10 0 1.06000 3.33 33 9.9099102 1 1
## 2594 1080 51 3.68 0 0.58824 3.45 21 6.0869565 0 1
## 2595 1070 120 2.89 0 0.78333 3.33 11 3.3033032 1 1
## 2596 1020 18 2.22 0 0.78947 3.19 44 13.7931032 0 1
## 2597 740 45 1.73 0 0.94737 3.45 45 13.0434780 1 0
## 2598 990 44 1.75 0 0.73684 3.45 77 22.3188400 0 1
## 2599 1100 50 2.44 0 0.77419 3.45 33 9.5652170 0 1
## 2600 1060 78 2.97 0 0.82759 3.10 53 17.0967751 0 1
## 2601 1190 71 2.38 0 0.95082 3.10 4 1.2903225 0 1
## 2602 1270 98 3.56 0 0.76389 3.33 4 1.2012012 0 1
## 2603 1250 125 2.51 0 0.92308 3.33 14 4.2042041 0 1
## 2604 980 12 2.58 0 1.17778 3.19 37 11.5987463 1 1
## 2605 910 43 1.86 0 0.89583 3.45 141 40.8695641 0 1
## 2606 1180 117 2.58 0 0.93443 3.33 7 2.1021020 0 1
## 2607 1070 46 2.82 0 0.75410 3.45 10 2.8985507 0 1
## 2608 920 13 1.23 0 0.76923 3.19 127 39.8119125 0 1
## 2609 1190 111 3.54 0 1.05172 3.33 22 6.6066065 0 1
## 2610 1180 16 3.56 0 0.84375 3.19 16 5.0156741 0 1
## 2611 860 70 2.65 0 0.75510 3.32 23 6.9277110 1 1
## 2612 1070 51 2.86 0 0.75410 1.65 3 1.8181819 0 1
## 2613 1070 121 3.74 0 0.94545 1.56 2 1.2820513 0 1
## 2614 1030 75 2.57 1 0.87273 1.76 27 15.3409090 0 1
## 2615 880 115 2.05 0 0.95556 1.56 33 21.1538467 0 1
## 2616 970 17 2.29 0 0.90196 1.81 26 14.3646412 1 1
## 2617 1040 10 1.40 0 1.03922 1.81 12 6.6298342 0 1
## 2618 1050 115 2.03 0 0.98113 1.56 15 9.6153851 1 1
## 2619 1180 17 3.47 0 0.87302 1.81 2 1.1049724 0 1
## 2620 1100 18 3.00 0 0.77419 1.81 12 6.6298342 0 1
## 2621 1020 45 2.71 0 0.78947 1.65 26 15.7575760 0 1
## 2622 910 16 2.06 0 0.82000 1.81 11 6.0773482 0 1
## 2623 810 114 2.07 0 0.88372 1.56 20 12.8205128 0 1
## 2624 980 18 3.44 0 0.66102 1.81 7 3.8674033 1 1
## 2625 1020 114 1.97 0 0.75862 1.56 10 6.4102564 0 1
## 2626 950 48 2.97 0 0.75926 1.65 10 6.0606060 1 1
## 2627 1040 120 2.91 0 0.82456 5.75 12 2.0869565 1 1
## 2628 960 44 2.06 0 0.77778 6.87 236 34.3522568 0 1
## 2629 1070 113 2.31 0 1.27660 5.75 96 16.6956520 0 1
## 2630 900 17 2.35 0 0.91489 7.15 302 42.2377625 0 1
## 2631 1100 84 3.19 0 0.96429 5.75 36 6.2608695 0 1
## 2632 1040 72 2.69 0 1.03922 6.10 71 11.6393442 1 1
## 2633 1000 110 2.25 0 0.81818 5.78 365 63.1487885 0 1
## 2634 990 44 3.09 0 0.86792 6.87 239 34.7889366 0 1
## 2635 1180 16 3.43 0 1.22642 7.15 16 2.2377622 1 1
## 2636 970 37 1.75 0 0.73214 6.87 307 44.6870461 0 1
## 2637 1040 41 3.65 0 0.89091 7.00 166 23.7142849 0 1
## 2638 1140 72 2.95 0 1.15094 5.95 43 7.2268906 0 1
## 2639 910 99 2.33 0 0.85714 5.75 132 22.9565220 0 1
## 2640 1140 44 1.97 0 0.90000 6.87 278 40.4657936 1 1
## 2641 1040 94 1.94 0 0.73333 5.75 188 32.6956520 0 1
## 2642 1110 74 2.67 0 1.01818 6.10 157 25.7377052 0 1
## 2643 710 48 2.29 0 0.91892 6.87 225 32.7510910 1 1
## 2644 1030 42 1.76 0 0.71667 6.87 261 37.9912682 0 1
## 2645 1200 16 3.62 0 0.76471 7.15 17 2.3776224 1 1
## 2646 990 13 3.46 0 1.06250 6.87 223 32.4599724 0 1
## 2647 1150 16 2.75 0 0.82540 7.15 98 13.7062941 1 1
## 2648 810 121 3.34 0 0.92857 5.75 34 5.9130435 1 1
## 2649 970 16 2.37 0 0.86538 7.15 172 24.0559444 1 1
## 2650 930 124 3.27 0 1.02174 5.75 61 10.6086960 1 0
## 2651 970 54 2.79 0 0.79630 6.87 46 6.6957788 1 1
## 2652 960 106 2.06 0 0.74545 5.75 98 17.0434780 0 1
## 2653 1090 68 2.19 0 0.75806 6.10 202 33.1147537 1 1
## 2654 1050 13 1.30 0 0.69355 7.15 634 88.6713257 0 1
## 2655 1040 45 2.48 0 0.96226 7.00 118 16.8571434 1 1
## 2656 1040 52 2.21 0 0.85714 6.87 266 38.7190666 1 1
## 2657 1040 16 2.62 0 0.67742 7.15 135 18.8811188 1 1
## 2658 970 47 2.12 0 0.86538 6.87 124 18.0494900 1 1
## 2659 1070 18 4.00 0 0.94545 7.15 153 21.3986015 0 1
## 2660 1040 76 2.22 0 0.82456 6.10 85 13.9344263 0 1
## 2661 1070 72 2.04 0 0.81356 6.10 132 21.6393452 0 1
## 2662 1230 50 3.36 0 1.01639 6.87 83 12.0815134 1 1
## 2663 940 125 2.12 0 0.88000 5.75 173 30.0869560 0 1
## 2664 1150 111 3.71 0 0.64286 5.75 15 2.6086957 1 1
## 2665 1090 16 1.56 0 0.78689 7.15 399 55.8041954 0 1
## 2666 860 39 1.92 0 1.00000 7.00 370 52.8571434 1 1
## 2667 940 44 3.52 0 1.08889 6.87 180 26.2008724 1 1
## 2668 1070 12 1.33 0 0.94545 7.15 300 41.9580421 0 1
## 2669 890 14 2.92 0 0.89362 7.15 198 27.6923084 1 1
## 2670 1090 46 3.21 0 0.75806 6.87 57 8.2969437 1 1
## 2671 840 11 1.18 1 0.82609 7.15 511 71.4685287 0 0
## 2672 960 74 3.09 0 0.92000 6.10 28 4.5901637 1 1
## 2673 1090 42 2.00 0 1.05660 6.87 242 35.2256203 0 1
## 2674 810 109 2.42 0 1.02500 5.75 184 32.0000000 1 1
## 2675 910 50 3.28 0 0.56897 6.87 91 13.2459974 1 1
## 2676 1020 14 2.42 0 0.75862 7.15 234 32.7272720 0 1
## 2677 920 53 1.96 0 0.84000 6.87 247 35.9534225 1 1
## 2678 1280 106 3.03 0 0.85507 5.75 40 6.9565215 0 1
## 2679 960 117 2.79 0 0.74545 5.75 213 37.0434799 0 1
## 2680 980 16 2.31 0 0.81481 7.15 170 23.7762241 1 1
## 2681 1070 16 2.93 0 0.98148 7.15 150 20.9790211 1 1
## 2682 1160 113 2.92 0 1.03509 5.75 104 18.0869560 0 1
## 2683 1400 18 3.83 0 0.94444 7.15 107 14.9650354 1 1
## 2684 1070 62 1.54 0 0.98148 6.10 105 17.2131157 1 1
## 2685 1010 108 2.13 0 1.10417 5.75 81 14.0869570 0 1
## 2686 1160 111 3.00 0 0.81250 5.75 21 3.6521740 0 1
## 2687 890 80 2.97 0 0.71154 6.10 85 13.9344263 1 1
## 2688 1020 53 2.45 0 0.61905 6.87 391 56.9141197 1 1
## 2689 1220 73 2.12 0 0.87692 6.10 137 22.4590168 0 1
## 2690 1050 17 2.17 0 0.69355 7.15 249 34.8251762 0 1
## 2691 1260 50 2.60 0 0.72603 7.00 47 6.7142859 0 1
## 2692 1000 87 2.59 0 0.81818 5.75 99 17.2173920 1 1
## 2693 1040 112 3.67 0 0.96226 5.75 44 7.6521740 0 1
## 2694 930 126 2.51 0 1.06667 5.75 97 16.8695660 1 1
## 2695 900 12 0.41 0 0.83673 7.15 341 47.6923065 0 1
## 2696 1020 16 3.06 0 0.88889 7.15 38 5.3146853 1 1
## 2697 990 10 2.10 1 0.86792 7.15 279 39.0209808 0 1
## 2698 950 17 2.00 1 0.82692 7.15 346 48.3916092 0 1
## 2699 1190 17 3.11 0 0.75000 7.15 123 17.2027969 0 1
## 2700 1040 35 1.97 0 0.67742 7.00 141 20.1428566 1 1
## 2701 1000 46 2.47 0 0.75439 6.87 260 37.8457069 1 1
## 2702 1000 47 1.82 0 0.78571 7.00 450 64.2857132 0 1
## 2703 920 13 1.76 0 0.95745 7.15 243 33.9860153 0 1
## 2704 1180 14 1.50 1 0.81538 7.71 481 62.3865128 0 1
## 2705 870 49 2.00 0 1.02326 5.95 253 42.5210075 1 1
## 2706 1050 39 2.12 1 0.77966 6.87 314 45.7059669 0 1
## 2707 1210 71 3.01 0 0.92063 6.10 58 9.5081968 0 1
## 2708 1330 17 2.70 0 0.95588 7.15 265 37.0629387 0 1
## 2709 1050 15 2.80 0 0.94444 7.15 141 19.7202797 1 1
## 2710 1150 83 3.01 0 1.16981 6.10 117 19.1803284 0 1
## 2711 900 12 0.91 0 0.80000 7.71 78 10.1167316 1 1
## 2712 1050 72 2.94 0 0.72131 6.10 28 4.5901637 1 1
## 2713 1060 68 1.91 0 0.55882 6.10 105 17.2131157 0 1
## 2714 950 112 2.86 0 0.90000 5.75 78 13.5652170 0 1
## 2715 990 15 2.40 0 0.70690 7.15 129 18.0419579 1 1
## 2716 950 39 1.87 0 0.86275 6.87 319 46.4337692 0 1
## 2717 1120 18 3.83 0 0.89831 1.54 1 0.6493506 0 1
## 2718 900 74 2.94 1 0.76471 1.32 18 13.6363640 0 1
## 2719 1260 15 2.53 0 1.21053 1.54 12 7.7922077 1 1
## 2720 1000 42 1.38 0 0.61290 1.09 10 9.1743116 0 1
## 2721 920 101 2.10 0 0.84000 1.20 12 10.0000000 1 1
## 2722 860 17 2.64 0 0.79167 1.54 15 9.7402601 0 1
## 2723 910 17 2.76 0 0.89583 1.54 14 9.0909090 1 1
## 2724 1130 15 1.73 0 1.26000 1.32 27 20.4545460 0 1
## 2725 790 15 3.00 0 0.97500 1.40 30 21.4285717 1 1
## 2726 1000 14 1.42 0 0.78571 1.66 21 12.6506023 1 1
## 2727 970 114 2.21 0 1.06383 1.20 16 13.3333330 1 1
## 2728 490 127 1.97 1 0.75000 1.44 55 38.1944427 1 0
## 2729 1120 44 3.25 0 1.03636 0.14 6 42.8571434 0 1
## 2730 1060 44 1.81 0 0.65625 0.81 7 8.6419754 0 1
## 2731 920 15 2.66 0 0.87755 0.75 4 5.3333335 1 1
## 2732 900 45 1.93 0 0.83673 0.81 30 37.0370369 1 1
## 2733 1040 18 3.11 0 0.89091 0.75 3 4.0000000 0 1
## 2734 950 114 2.00 0 0.75926 0.60 9 15.0000000 0 1
## 2735 910 79 2.39 0 0.85714 0.67 7 10.4477615 0 1
## 2736 910 45 2.24 0 0.93617 0.49 4 8.1632652 1 1
## 2737 890 13 3.23 0 1.02273 0.45 2 4.4444447 1 0
## 2738 750 17 2.52 0 0.70455 0.45 10 22.2222214 1 0
## 2739 920 125 2.68 0 0.84000 1.31 21 16.0305347 1 1
## 2740 1000 92 3.50 0 1.22222 1.31 5 3.8167939 1 1
## 2741 800 115 2.75 0 0.66667 1.31 13 9.9236641 1 1
## 2742 830 18 2.00 0 0.93023 1.42 4 2.8169014 1 1
## 2743 730 53 1.54 0 0.92105 1.27 28 22.0472450 0 1
## 2744 1260 53 3.00 0 0.90909 1.27 2 1.5748031 0 1
## 2745 850 78 2.34 0 1.36111 0.84 5 5.9523811 1 1
## 2746 880 76 2.89 0 1.37838 0.84 6 7.1428571 0 1
## 2747 910 92 2.02 0 1.11628 1.93 4 2.0725389 0 1
## 2748 950 106 2.66 0 1.02128 0.44 7 15.9090910 1 1
## 2749 950 14 2.28 0 0.90000 0.50 22 44.0000000 0 1
## 2750 950 19 3.26 0 1.02128 0.48 7 14.5833330 0 1
## 2751 1000 16 2.31 0 0.92308 0.50 9 18.0000000 0 1
## 2752 950 17 1.88 0 0.90000 0.50 16 32.0000000 0 1
## 2753 920 108 3.36 0 1.09091 0.44 4 9.0909090 1 1
## 2754 1020 45 2.02 0 0.85455 0.47 11 23.4042549 0 1
## 2755 1100 14 4.00 0 1.11538 0.48 1 2.0833333 1 1
## 2756 1050 84 4.00 0 1.01923 0.31 1 3.2258065 1 1
## 2757 910 75 2.60 0 0.85714 0.25 13 52.0000000 0 1
## 2758 970 82 2.81 0 0.94000 0.23 2 8.6956520 0 1
## 2759 1090 15 3.33 0 0.94643 2.52 14 5.5555553 0 1
## 2760 750 45 2.91 0 0.87500 2.13 4 1.8779342 1 1
## 2761 1200 97 3.02 0 1.00000 0.59 1 1.6949153 1 1
## 2762 960 16 2.75 0 1.13333 0.97 7 7.2164950 0 1
## 2763 940 14 2.57 0 1.08889 0.97 8 8.2474222 1 1
## 2764 880 49 1.93 0 1.14634 0.86 28 32.5581398 0 1
## 2765 1110 17 2.70 0 0.91379 0.75 2 2.6666667 1 1
## 2766 970 17 2.35 0 0.70175 0.75 6 8.0000000 1 1
## 2767 1080 18 3.05 0 0.66154 3.60 21 5.8333335 0 1
## 2768 1050 15 2.20 0 0.87500 3.55 20 5.6338029 1 1
## 2769 1060 42 2.73 0 0.85965 3.41 9 2.6392963 0 1
## 2770 930 52 1.51 0 1.11364 3.32 45 13.5542173 0 0
## 2771 1130 18 2.33 0 1.09259 3.60 74 20.5555553 0 1
## 2772 1120 45 2.82 0 0.77778 3.40 12 3.5294118 0 1
## 2773 1150 97 3.69 0 0.94915 3.77 22 5.8355436 1 1
## 2774 1290 47 3.44 0 0.79167 3.41 18 5.2785926 1 1
## 2775 1010 18 3.00 0 0.77193 3.60 7 1.9444444 0 1
## 2776 880 16 1.68 0 1.09524 3.55 51 14.3661976 1 1
## 2777 950 86 1.95 0 0.66667 3.77 39 10.3448277 1 1
## 2778 740 81 2.16 0 0.76190 0.83 18 21.6867466 0 1
## 2779 1060 102 3.76 0 1.20833 2.47 3 1.2145749 1 1
## 2780 960 50 2.62 0 0.92000 2.39 22 9.2050209 1 1
## 2781 850 61 2.63 0 0.63462 2.39 8 3.3472803 1 1
## 2782 1110 17 2.00 0 0.76190 2.61 21 8.0459766 0 1
## 2783 950 107 2.14 0 1.06522 2.47 12 4.8582997 1 1
## 2784 1440 17 2.88 0 0.94595 2.61 7 2.6819923 0 1
## 2785 1000 104 2.02 0 0.69492 2.47 11 4.4534411 0 1
## 2786 1140 44 2.40 0 0.90000 2.39 26 10.8786612 1 1
## 2787 1080 50 2.26 0 0.83051 0.91 8 8.7912092 0 1
## 2788 1000 64 2.20 0 0.88679 0.71 2 2.8169014 1 0
## 2789 1000 51 3.00 0 0.96078 3.32 15 4.5180721 1 1
## 2790 1070 98 2.47 0 1.09804 3.04 5 1.6447369 0 0
## 2791 1130 15 3.00 0 0.76563 3.28 21 6.4024391 0 1
## 2792 1140 43 2.69 0 0.78125 3.32 31 9.3373489 0 1
## 2793 1000 17 2.17 0 1.04082 3.28 27 8.2317076 1 1
## 2794 1110 15 2.60 0 0.98214 3.28 8 2.4390244 1 1
## 2795 1140 82 2.24 0 0.72727 2.93 40 13.6518774 0 1
## 2796 960 115 3.39 0 0.95918 3.04 2 0.6578947 0 1
## 2797 1160 80 3.33 0 0.84127 2.93 11 3.7542663 0 1
## 2798 980 46 2.15 0 0.66102 3.32 44 13.2530117 0 1
## 2799 1200 85 3.45 0 1.35294 2.93 3 1.0238907 0 1
## 2800 920 17 3.64 0 0.70370 3.28 7 2.1341465 0 0
## 2801 1130 115 1.76 0 1.09259 3.04 28 9.2105265 0 0
## 2802 890 51 3.72 0 1.02273 3.32 23 6.9277110 0 1
## 2803 910 87 2.18 0 0.68519 2.93 62 21.1604099 1 1
## 2804 1010 16 2.81 0 0.87037 3.28 40 12.1951218 0 1
## 2805 1110 42 2.33 0 0.73438 3.32 21 6.3253012 0 1
## 2806 1010 106 2.85 0 0.80357 3.04 21 6.9078946 0 1
## 2807 1280 14 4.00 0 1.09836 3.28 4 1.2195122 1 1
## 2808 990 112 3.41 0 1.15217 0.10 2 20.0000000 1 1
## 2809 1330 49 2.06 0 1.04615 4.07 14 3.4398034 1 1
## 2810 1060 38 2.18 0 1.07843 3.75 126 33.5999985 1 1
## 2811 1340 18 3.22 0 0.74026 4.49 23 5.1224942 1 1
## 2812 1040 94 2.97 0 0.82456 3.64 29 7.9670329 1 1
## 2813 1010 50 3.22 0 0.90566 3.75 24 6.4000001 1 1
## 2814 810 47 2.27 0 0.80000 3.75 51 13.6000004 0 1
## 2815 1170 17 3.00 0 0.91803 4.49 24 5.3452115 0 1
## 2816 1320 53 3.47 0 1.03077 3.75 8 2.1333334 1 1
## 2817 920 41 3.56 0 0.87755 3.75 128 34.1333351 0 1
## 2818 860 47 2.21 0 0.95455 3.75 91 24.2666664 1 1
## 2819 950 108 2.75 0 0.97917 3.41 32 9.3841639 1 1
## 2820 880 15 1.93 0 0.83333 4.49 143 31.8485527 1 1
## 2821 1200 14 3.78 0 1.00000 4.49 6 1.3363029 1 1
## 2822 920 80 2.12 0 0.76923 3.64 57 15.6593409 1 1
## 2823 970 17 2.47 0 0.90196 4.49 31 6.9042315 1 1
## 2824 840 81 2.55 0 0.71429 3.64 48 13.1868134 1 1
## 2825 1010 11 2.81 0 0.83636 4.49 18 4.0089087 1 1
## 2826 850 15 2.06 0 0.93182 4.49 70 15.5902004 1 1
## 2827 1160 85 3.45 0 0.81250 3.64 4 1.0989012 1 1
## 2828 1060 43 2.11 0 0.70968 3.75 63 16.7999992 1 1
## 2829 980 15 1.86 0 0.60656 4.49 220 48.9977722 0 1
## 2830 1300 81 3.25 0 0.83099 3.64 16 4.3956046 0 1
## 2831 1240 17 2.76 0 0.85075 4.49 17 3.7861915 0 1
## 2832 990 50 3.14 0 1.25000 3.75 64 17.0666676 1 1
## 2833 1190 54 3.29 0 0.88889 6.87 100 14.5560408 0 1
## 2834 1230 91 3.80 0 0.75714 3.64 8 2.1978023 1 1
## 2835 1000 15 1.73 0 0.92308 1.16 22 18.9655170 0 1
## 2836 710 17 1.76 1 1.02857 1.17 65 55.5555573 1 0
## 2837 1290 16 3.06 0 0.76712 1.26 21 16.6666660 0 1
## 2838 960 71 2.42 0 0.77778 0.10 1 10.0000000 1 1
## 2839 1090 46 2.67 0 0.70313 1.20 5 4.1666665 0 1
## 2840 1010 42 2.23 0 0.80357 1.20 13 10.8333330 0 1
## 2841 1190 39 3.00 0 0.91935 1.20 1 0.8333333 0 1
## 2842 950 14 2.71 0 1.26190 1.20 12 10.0000000 1 1
## 2843 890 43 2.93 0 0.97778 1.20 9 7.5000000 1 1
## 2844 1280 82 3.24 0 1.03175 1.04 3 2.8846154 1 1
## 2845 950 110 2.72 0 0.82692 1.00 12 12.0000000 0 1
## 2846 840 126 2.68 0 1.15385 1.00 14 14.0000000 1 1
## 2847 1150 45 2.84 0 0.91667 1.20 4 3.3333333 1 1
## 2848 1080 108 3.16 0 0.86207 1.00 1 1.0000000 1 1
## 2849 1070 16 1.87 0 0.84483 0.35 1 2.8571429 1 1
## 2850 1200 46 3.52 0 0.90476 1.29 1 0.7751938 1 1
## 2851 870 76 2.63 0 0.81250 0.34 17 50.0000000 0 1
## 2852 960 79 2.17 0 1.04255 0.34 14 41.1764717 1 1
## 2853 1140 86 3.66 0 1.00000 0.34 1 2.9411764 0 1
## 2854 1200 79 1.94 0 0.87500 0.34 15 44.1176453 0 1
## 2855 950 12 2.50 0 0.79245 0.25 6 24.0000000 0 1
## 2856 1060 78 3.32 0 0.92727 0.37 11 29.7297306 0 1
## 2857 900 14 2.21 1 0.80000 0.30 17 56.6666679 0 1
## 2858 920 16 0.81 0 1.00000 2.34 34 14.5299149 1 1
## 2859 910 16 1.43 0 1.11628 2.34 21 8.9743586 1 0
## 2860 1030 119 2.45 0 0.90741 2.14 30 14.0186920 1 1
## 2861 1110 74 3.17 0 1.05556 1.76 7 3.9772727 0 0
## 2862 970 13 2.84 0 0.86538 2.11 15 7.1090050 1 0
## 2863 1180 80 2.72 0 0.87302 1.76 6 3.4090910 0 1
## 2864 1060 75 3.01 0 0.89286 1.76 15 8.5227270 1 1
## 2865 910 45 1.86 0 0.56897 1.76 17 9.6590910 0 0
## 2866 1150 108 2.98 0 0.82540 2.86 50 17.4825172 1 1
## 2867 1110 61 2.62 0 0.85000 2.77 67 24.1877251 0 1
## 2868 850 14 2.07 0 0.73469 3.00 161 53.6666679 0 1
## 2869 930 81 2.44 0 0.93750 2.77 26 9.3862820 0 1
## 2870 1130 78 3.03 0 0.94828 2.77 9 3.2490976 1 1
## 2871 1200 16 3.06 0 0.90476 3.00 42 14.0000000 1 1
## 2872 1000 54 2.31 0 0.96078 2.59 126 48.6486473 1 0
## 2873 1050 48 2.31 0 1.01923 2.59 76 29.3436298 0 1
## 2874 1010 19 1.63 0 1.14894 3.00 213 71.0000000 1 1
## 2875 990 90 2.91 0 0.90385 2.77 59 21.2996387 1 1
## 2876 910 84 2.29 0 0.75000 2.77 63 22.7436829 1 1
## 2877 760 48 2.31 0 1.23529 2.84 148 52.1126747 1 1
## 2878 1180 16 3.06 0 0.71014 3.00 24 8.0000000 0 1
## 2879 1040 131 3.33 0 0.60000 2.86 28 9.7902098 0 1
## 2880 1190 14 3.42 0 0.88889 3.00 13 4.3333335 0 1
## 2881 1070 85 3.00 0 0.94545 2.86 75 26.2237759 1 1
## 2882 860 52 2.26 1 0.62264 2.59 70 27.0270271 0 1
## 2883 1310 48 4.00 0 0.98485 2.59 3 1.1583011 1 1
## 2884 1150 16 2.68 0 0.94915 3.00 48 16.0000000 1 1
## 2885 1360 47 2.57 0 1.09231 2.59 5 1.9305019 0 1
## 2886 860 12 2.91 0 1.04762 3.00 78 26.0000000 1 1
## 2887 1100 83 2.77 0 0.96429 2.77 43 15.5234661 0 1
## 2888 1060 43 2.76 0 0.82759 2.59 40 15.4440155 0 1
## 2889 950 13 2.69 0 0.93878 3.02 41 13.5761585 0 1
## 2890 1070 14 1.71 0 0.75410 3.00 91 30.3333340 0 1
## 2891 1110 17 3.17 0 0.63235 3.00 31 10.3333330 0 1
## 2892 1260 50 4.00 0 0.85294 2.59 7 2.7027028 0 1
## 2893 930 45 2.88 0 0.63158 2.59 54 20.8494205 1 1
## 2894 1180 86 3.55 0 0.73529 2.77 21 7.5812273 0 0
## 2895 890 18 2.27 0 0.97778 3.00 108 36.0000000 1 1
## 2896 1140 63 3.25 0 0.96552 2.77 73 26.3537903 0 1
## 2897 1100 126 2.58 0 0.89655 2.86 80 27.9720287 0 1
## 2898 1030 47 2.97 0 0.90741 2.59 30 11.5830116 0 1
## 2899 960 10 1.70 0 0.81132 3.00 132 44.0000000 0 1
## 2900 960 81 3.17 0 0.81132 2.77 36 12.9963903 0 1
## 2901 1160 17 2.52 0 0.75758 3.00 149 49.6666679 0 1
## 2902 960 47 2.59 0 0.92000 2.59 67 25.8687267 0 1
## 2903 1160 91 3.52 0 0.75758 2.86 21 7.3426576 0 1
## 2904 1010 97 3.57 0 0.77193 2.77 34 12.2743683 1 1
## 2905 1300 19 3.36 0 0.75676 3.00 47 15.6666670 0 1
## 2906 1080 14 2.71 0 1.03774 3.02 68 22.5165558 1 1
## 2907 1090 80 3.66 0 0.94643 2.77 8 2.8880866 1 1
## 2908 1170 14 1.92 0 0.72059 3.00 85 28.3333340 0 1
## 2909 1040 13 1.46 0 0.82456 3.00 185 61.6666679 0 1
## 2910 830 10 1.70 0 1.18421 3.00 97 32.3333321 1 0
## 2911 1090 17 3.35 0 0.57971 0.66 2 3.0303030 0 1
## 2912 790 83 2.28 0 0.88095 0.62 12 19.3548393 0 1
## 2913 820 17 3.82 0 0.95238 0.62 7 11.2903223 1 1
## 2914 760 10 1.80 0 0.94872 0.05 1 20.0000000 0 1
## 2915 750 15 1.93 0 0.78571 0.20 6 30.0000000 0 1
## 2916 930 15 0.46 0 0.97872 0.20 7 35.0000000 0 1
## 2917 880 45 2.04 0 0.87234 3.45 3 0.8695652 0 1
## 2918 900 43 2.90 0 0.95652 0.12 1 8.3333330 1 1
## 2919 780 15 1.60 0 0.73333 0.20 3 15.0000000 0 1
## 2920 880 120 3.41 0 1.31579 1.35 6 4.4444447 1 1
## 2921 770 49 1.85 0 0.60417 1.02 1 0.9803922 1 0
## 2922 780 13 2.23 0 0.65957 1.05 9 8.5714283 1 0
## 2923 780 15 1.60 0 0.73333 1.05 3 2.8571429 1 0
## 2924 940 14 2.64 0 1.00000 2.92 70 23.9726028 0 1
## 2925 1140 15 3.53 0 0.83871 2.79 4 1.4336917 1 1
## 2926 790 114 2.67 0 1.02564 2.33 20 8.5836906 1 1
## 2927 1120 10 2.30 0 0.96491 2.79 26 9.3189964 0 1
## 2928 750 48 2.10 0 1.08333 2.88 34 11.8055553 0 1
## 2929 1250 14 3.71 0 0.86567 2.79 6 2.1505377 0 1
## 2930 1020 13 3.30 0 0.96154 2.92 9 3.0821917 1 1
## 2931 1070 49 3.34 0 0.91071 2.88 2 0.6944444 1 1
## 2932 1190 15 3.73 0 0.91935 2.79 5 1.7921147 1 1
## 2933 1020 42 2.26 0 0.96154 2.88 9 3.1250000 1 1
## 2934 900 83 1.93 0 0.73077 2.33 23 9.8712444 0 1
## 2935 940 50 2.40 0 0.70909 2.88 20 6.9444447 0 1
## 2936 1010 100 2.96 0 1.10417 2.33 7 3.0042918 0 1
## 2937 1340 43 2.90 0 0.88732 0.16 5 31.2500000 0 1
## 2938 980 56 3.35 0 0.78182 0.18 4 22.2222214 0 1
## 2939 700 71 2.12 0 0.84211 0.18 5 27.7777786 0 1
## 2940 1150 75 3.80 0 0.94915 0.18 2 11.1111107 0 1
## 2941 730 103 3.18 0 1.14706 0.26 9 34.6153831 0 1
## 2942 880 18 2.27 0 1.20000 1.05 15 14.2857141 0 1
## 2943 740 40 2.82 0 0.72093 1.14 21 18.4210529 0 1
## 2944 880 49 1.44 0 0.91304 0.99 28 28.2828274 0 1
## 2945 930 15 1.53 0 0.72222 0.63 16 25.3968258 0 1
## 2946 880 76 2.76 0 1.37838 0.07 2 28.5714283 1 1
## 2947 1050 92 2.98 0 1.01923 0.39 3 7.6923075 1 1
## 2948 970 81 2.71 0 1.20455 0.41 4 9.7560978 1 1
## 2949 1310 72 2.98 0 0.95522 0.39 5 12.8205128 0 1
## 2950 910 44 2.45 0 0.56897 2.55 47 18.4313717 0 0
## 2951 990 83 2.39 0 1.10638 2.52 35 13.8888893 0 1
## 2952 1080 43 2.88 0 0.92857 2.55 71 27.8431377 0 1
## 2953 1060 13 1.38 0 0.96296 3.19 103 32.2884026 0 1
## 2954 830 42 2.23 0 0.97619 2.55 150 58.8235283 1 1
## 2955 1030 66 2.66 0 0.71667 2.52 103 40.8730164 0 1
## 2956 1130 49 2.89 0 0.76563 2.55 33 12.9411764 0 1
## 2957 1110 70 3.10 1 0.73438 2.52 19 7.5396824 0 1
## 2958 990 112 3.13 0 0.94118 2.35 11 4.6808510 1 1
## 2959 1000 111 3.16 0 0.96078 2.35 34 14.4680853 1 1
## 2960 880 106 3.09 0 1.09524 2.35 23 9.7872343 0 1
## 2961 1080 15 1.93 0 0.63636 3.19 142 44.5141068 1 1
## 2962 910 102 2.41 0 0.93617 2.35 37 15.7446804 1 1
## 2963 1400 75 3.80 1 0.94444 2.52 1 0.3968254 0 1
## 2964 1070 50 3.62 0 0.94545 2.55 44 17.2549019 0 1
## 2965 900 73 2.16 0 0.83673 2.52 81 32.1428566 1 1
## 2966 830 103 2.84 0 1.12821 3.01 153 50.8305664 0 1
## 2967 970 50 3.34 0 1.06383 2.52 7 2.7777777 0 1
## 2968 1170 15 3.20 0 0.85714 3.19 35 10.9717865 0 1
## 2969 1060 102 3.35 0 0.96296 2.35 21 8.9361706 1 1
## 2970 970 51 2.98 0 1.10870 2.55 35 13.7254906 1 1
## 2971 1270 73 3.45 0 1.04839 2.52 5 1.9841269 0 1
## 2972 1010 10 2.00 0 1.10417 3.19 81 25.3918495 0 1
## 2973 1050 121 2.68 0 1.05882 2.53 8 3.1620553 0 1
## 2974 1180 117 2.95 0 0.93443 2.35 41 17.4468079 0 1
## 2975 880 46 3.08 0 0.62963 2.55 98 38.4313736 1 1
## 2976 860 65 2.60 0 0.65385 2.52 84 33.3333321 0 1
## 2977 960 13 1.46 0 0.88235 1.58 10 6.3291140 0 0
## 2978 890 17 1.88 0 0.85417 1.58 9 5.6962028 0 1
## 2979 840 18 1.77 0 1.04878 1.58 111 70.2531662 0 1
## 2980 960 19 2.78 0 0.60000 0.20 7 35.0000000 0 1
## 2981 1040 45 2.55 0 0.67742 0.34 8 23.5294113 0 1
## 2982 870 52 1.75 0 1.02326 0.34 6 17.6470585 1 1
## 2983 820 17 1.94 0 0.90698 1.58 57 36.0759506 0 1
## 2984 1060 13 2.30 0 0.92727 0.31 19 61.2903214 0 1
## 2985 1120 90 3.87 0 1.03636 3.17 2 0.6309148 1 1
## 2986 1010 13 1.15 0 0.74138 2.12 63 29.7169819 0 1
## 2987 930 41 2.31 0 1.06667 2.11 38 18.0094795 0 1
## 2988 1050 17 3.58 0 0.77966 2.12 15 7.0754719 1 1
## 2989 910 14 2.35 0 0.78431 2.12 50 23.5849056 0 1
## 2990 1150 75 3.06 0 0.88525 2.09 24 11.4832535 0 1
## 2991 1200 15 3.60 0 0.79104 2.12 18 8.4905663 1 1
## 2992 970 16 2.56 0 0.79630 2.12 41 19.3396225 1 1
## 2993 930 19 2.73 0 0.75472 2.12 35 16.5094337 1 1
## 2994 1050 114 2.06 0 1.05882 2.00 34 17.0000000 0 0
## 2995 1250 17 3.00 0 0.95313 2.12 25 11.7924528 0 1
## 2996 1050 14 2.50 0 0.87500 2.12 35 16.5094337 1 1
## 2997 1160 79 1.64 0 0.75758 3.11 15 4.8231511 0 1
## 2998 1290 42 3.04 0 1.08065 3.45 36 10.4347830 0 1
## 2999 1010 44 1.81 0 0.87037 3.40 115 33.8235283 0 1
## 3000 920 52 2.44 0 1.04444 3.45 55 15.9420290 0 1
## 3001 1030 15 2.80 0 0.74576 3.65 34 9.3150682 0 1
## 3002 830 55 2.03 0 0.93023 3.35 172 51.3432846 0 1
## 3003 1170 29 2.48 0 0.88710 3.45 46 13.3333330 0 1
## 3004 860 50 1.92 0 0.62264 3.45 117 33.9130440 0 1
## 3005 870 54 3.27 0 0.93333 3.45 28 8.1159420 1 1
## 3006 1190 86 3.72 0 0.70000 3.17 4 1.2618296 0 1
## 3007 990 18 2.83 0 0.94118 3.65 20 5.4794521 0 1
## 3008 920 42 2.11 0 0.67273 1.81 27 14.9171267 1 1
## 3009 1230 52 3.92 0 1.05000 1.59 4 2.5157232 0 1
## 3010 940 17 2.41 0 0.80769 1.95 24 12.3076925 1 1
## 3011 910 17 3.23 0 0.71698 1.99 11 5.5276380 1 1
## 3012 950 55 2.10 0 0.79245 1.59 7 4.4025159 0 1
## 3013 1020 49 3.16 0 0.67213 1.59 14 8.8050318 0 1
## 3014 880 45 2.80 0 1.14634 1.59 33 20.7547169 1 1
## 3015 990 14 1.42 0 0.67797 2.05 71 34.6341476 0 1
## 3016 1110 43 2.62 0 0.76190 1.59 11 6.9182391 0 1
## 3017 1100 17 3.82 0 0.80328 1.95 3 1.5384616 1 1
## 3018 1190 107 3.33 0 0.72464 1.67 1 0.5988024 1 1
## 3019 860 13 1.15 0 0.59259 1.95 95 48.7179489 0 1
## 3020 880 89 2.53 0 0.62963 1.67 6 3.5928144 1 0
## 3021 830 18 1.94 0 0.84444 0.87 15 17.2413788 0 1
## 3022 1020 17 0.70 0 0.82143 0.87 8 9.1954021 0 1
## 3023 850 73 2.34 0 0.63462 1.12 6 5.3571429 1 1
## 3024 1290 35 3.31 0 0.74324 0.76 1 1.3157895 0 1
## 3025 740 18 2.61 0 0.80488 0.87 43 49.4252892 0 1
## 3026 1180 81 3.02 0 0.87302 1.01 2 1.9801980 1 1
## 3027 1110 16 4.00 0 0.85000 1.21 1 0.8264463 0 1
## 3028 910 84 2.38 0 0.97826 1.01 6 5.9405942 1 1
## 3029 770 114 2.92 0 0.79070 0.99 11 11.1111107 1 1
## 3030 740 110 2.60 0 1.17647 0.99 20 20.2020206 1 1
## 3031 1050 90 2.21 0 0.98113 0.99 19 19.1919193 0 1
## 3032 1030 45 3.20 0 0.87273 0.93 2 2.1505377 0 1
## 3033 1000 41 2.09 0 0.96078 0.93 10 10.7526884 0 1
## 3034 1060 14 3.14 0 0.79661 3.32 44 13.2530117 0 1
## 3035 1020 14 2.42 0 0.75862 3.32 83 25.0000000 0 1
## 3036 1030 14 2.21 0 0.98077 3.32 94 28.3132534 0 1
## 3037 960 10 2.20 0 0.92000 3.32 76 22.8915653 0 1
## 3038 1120 11 2.90 0 0.86667 0.30 5 16.6666660 0 1
## 3039 1030 17 3.17 0 0.66129 3.32 14 4.2168674 1 1
## 3040 960 17 3.58 0 0.54839 3.50 30 8.5714283 0 1
## 3041 1430 47 2.42 0 0.93243 3.13 40 12.7795525 0 1
## 3042 1100 114 2.74 0 1.07547 3.22 25 7.7639751 1 1
## 3043 1070 12 2.50 0 0.69841 3.32 95 28.6144581 0 1
## 3044 990 16 1.93 0 0.86792 3.32 29 8.7349396 1 1
## 3045 1130 46 3.34 1 0.79365 3.13 10 3.1948881 0 1
## 3046 1170 12 1.83 0 0.88710 3.32 82 24.6987953 0 1
## 3047 1170 14 1.85 0 0.72059 3.50 105 30.0000000 0 1
## 3048 1040 116 2.60 0 0.73333 3.22 14 4.3478260 0 1
## 3049 1290 64 4.00 0 0.79167 2.70 2 0.7407407 0 1
## 3050 1250 83 2.63 0 0.86567 2.70 35 12.9629631 0 1
## 3051 1260 47 3.61 0 0.77465 3.13 8 2.5559106 0 1
## 3052 1040 32 3.21 0 0.85714 3.21 40 12.4610596 0 1
## 3053 910 38 1.94 0 0.93617 3.13 72 23.0031948 1 1
## 3054 1020 33 2.51 0 0.75862 3.13 20 6.3897762 1 1
## 3055 810 121 2.52 0 0.68750 3.22 63 19.5652180 1 1
## 3056 1010 116 2.67 0 0.83636 3.22 47 14.5962734 0 1
## 3057 990 112 2.83 0 0.83333 3.22 11 3.4161491 0 1
## 3058 1020 71 2.36 0 1.12500 2.70 29 10.7407408 1 1
## 3059 990 21 3.33 0 0.70690 3.13 16 5.1118212 0 1
## 3060 1210 41 2.73 0 0.89063 3.13 25 7.9872203 1 1
## 3061 890 45 1.62 0 0.89362 3.13 65 20.7667732 0 1
## 3062 1170 118 3.94 0 0.98305 3.23 2 0.6191950 1 1
## 3063 1390 51 4.00 0 0.82895 3.13 2 0.6389776 0 1
## 3064 1180 15 3.20 0 0.57333 3.32 17 5.1204820 0 1
## 3065 1030 14 2.92 0 0.87273 3.32 35 10.5421686 1 1
## 3066 1020 15 1.80 0 0.92453 3.32 63 18.9759045 0 1
## 3067 940 16 3.18 0 0.67857 3.32 66 19.8795185 0 1
## 3068 1050 59 2.03 0 0.77966 2.70 50 18.5185184 0 0
## 3069 1210 54 2.87 0 0.77941 3.24 18 5.5555553 0 1
## 3070 1170 88 3.29 0 0.85714 1.26 11 8.7301588 0 1
## 3071 1150 52 1.71 0 1.16981 1.33 19 14.2857141 1 1
## 3072 1210 119 3.16 0 1.05085 1.26 8 6.3492064 1 1
## 3073 1050 45 2.35 0 0.84211 1.33 39 29.3233089 0 1
## 3074 1040 15 2.40 0 1.00000 1.53 49 32.0261421 0 1
## 3075 1060 17 1.52 0 0.76667 1.42 30 21.1267605 0 1
## 3076 1060 123 2.78 0 0.79661 1.26 16 12.6984129 0 1
## 3077 830 14 2.28 0 0.93023 1.65 21 12.7272730 0 0
## 3078 810 72 3.00 0 1.07692 0.12 1 8.3333330 1 1
## 3079 800 96 2.21 0 0.70213 0.10 3 30.0000000 0 1
## 3080 960 15 2.33 0 1.04255 1.64 82 50.0000000 0 1
## 3081 820 90 1.86 0 0.78261 1.51 31 20.5298004 1 1
## 3082 940 12 1.66 0 0.84314 3.75 60 16.0000000 1 0
## 3083 1020 40 2.80 0 0.82143 4.03 23 5.7071962 0 1
## 3084 1070 14 2.42 0 0.81356 3.75 4 1.0666667 1 0
## 3085 1130 54 2.51 0 0.71212 4.03 13 3.2258065 0 0
## 3086 820 59 1.72 0 1.15789 4.30 25 5.8139534 0 0
## 3087 880 15 0.53 0 0.95556 3.75 89 23.7333336 0 0
## 3088 850 12 0.58 0 0.80851 3.75 56 14.9333334 1 0
## 3089 840 72 2.02 0 1.10000 4.30 106 24.6511631 0 1
## 3090 790 51 2.07 0 0.79545 1.22 63 51.6393433 1 1
## 3091 1110 63 2.47 0 0.91379 0.66 8 12.1212120 1 1
## 3092 1070 48 2.75 0 0.67188 1.21 17 14.0495872 0 1
## 3093 1020 37 2.43 0 1.08163 1.22 55 45.0819664 0 1
## 3094 1080 83 2.43 0 0.80000 0.66 43 65.1515121 0 1
## 3095 750 12 0.66 0 0.87500 0.66 50 75.7575760 0 1
## 3096 920 13 3.30 0 1.04444 1.08 19 17.5925922 1 1
## 3097 940 82 2.15 0 0.80769 0.66 37 56.0606079 0 1
## 3098 920 110 3.29 0 0.67273 0.74 5 6.7567568 1 1
## 3099 1030 45 2.75 0 0.71667 1.22 20 16.3934422 1 0
## 3100 810 74 3.00 0 1.02500 0.66 22 33.3333321 1 1
## 3101 1110 17 3.41 0 0.91379 1.08 4 3.7037036 0 1
## 3102 950 38 1.39 0 1.15909 1.22 96 78.6885223 0 1
## 3103 1260 12 3.75 0 0.96875 1.08 16 14.8148146 0 1
## 3104 870 118 2.84 0 0.81250 0.74 34 45.9459457 1 1
## 3105 1020 76 3.61 0 0.88889 0.66 14 21.2121220 1 1
## 3106 860 16 2.00 0 1.09756 1.08 22 20.3703709 1 1
## 3107 1150 76 2.86 0 0.74242 0.66 12 18.1818180 0 1
## 3108 860 72 2.70 1 0.79167 0.66 21 31.8181820 0 1
## 3109 820 40 1.65 0 0.86364 1.22 82 67.2131119 0 1
## 3110 890 94 2.77 0 0.93478 0.65 41 63.0769234 0 1
## 3111 1310 52 4.00 0 0.95522 1.22 1 0.8196721 0 1
## 3112 1400 83 3.96 0 0.97183 0.66 4 6.0606060 0 1
## 3113 880 45 2.35 0 1.04651 1.22 53 43.4426231 1 1
## 3114 990 15 2.66 0 1.02041 1.08 30 27.7777786 1 1
## 3115 1010 114 3.55 0 0.90566 0.74 1 1.3513514 1 1
## 3116 1080 46 3.67 0 0.89474 1.22 13 10.6557379 0 1
## 3117 1090 46 3.23 0 0.84746 1.22 37 30.3278694 1 1
## 3118 840 15 3.00 0 0.86667 1.08 48 44.4444427 0 1
## 3119 1160 49 2.00 0 0.81250 1.22 38 31.1475410 0 1
## 3120 960 14 2.85 0 1.28571 1.08 32 29.6296291 1 1
## 3121 1090 52 2.55 0 0.75806 1.22 24 19.6721306 0 0
## 3122 900 80 2.75 0 0.69811 0.43 5 11.6279068 1 1
## 3123 960 79 2.36 0 0.84615 0.43 10 23.2558136 1 1
## 3124 950 115 2.41 0 1.15909 0.52 19 36.5384598 1 1
## 3125 1010 65 1.89 0 0.90566 0.54 43 79.6296310 0 1
## 3126 910 79 2.69 0 1.02222 0.43 6 13.9534883 0 1
## 3127 730 101 2.42 0 1.08571 0.37 17 45.9459457 0 1
## 3128 1180 17 3.82 0 0.84375 2.75 8 2.9090910 0 1
## 3129 930 15 2.26 0 1.06667 2.95 50 16.9491520 0 1
## 3130 1210 53 3.49 0 0.80597 2.39 1 0.4184100 0 1
## 3131 1320 24 1.41 0 0.88571 2.31 63 27.2727280 0 1
## 3132 950 117 2.68 0 0.86275 2.33 14 6.0085835 1 1
## 3133 1040 81 2.02 0 0.89091 2.33 27 11.5879831 0 1
## 3134 1080 117 2.87 0 0.77049 2.33 23 9.8712444 0 1
## 3135 1270 111 3.28 0 1.11667 2.33 2 0.8583691 1 1
## 3136 910 113 2.02 0 0.82000 0.82 4 4.8780489 0 0
## 3137 1350 49 3.69 0 1.10938 0.84 1 1.1904762 0 1
## 3138 800 46 2.19 0 0.95122 0.84 2 2.3809524 1 0
## 3139 1110 17 3.17 0 0.88136 0.74 1 1.3513514 0 1
## 3140 1080 17 3.82 0 0.71429 0.74 2 2.7027028 1 1
## 3141 1230 12 3.00 0 0.86364 0.74 6 8.1081085 0 1
## 3142 1000 42 1.88 0 0.72414 0.62 4 6.4516129 0 1
## 3143 1000 118 2.60 0 0.92308 0.53 12 22.6415100 0 1
## 3144 1120 17 3.23 0 0.72308 1.80 8 4.4444447 0 1
## 3145 1080 19 3.15 0 0.83051 1.80 22 12.2222223 0 1
## 3146 890 98 1.93 0 0.67925 1.83 23 12.5683060 0 1
## 3147 830 13 2.38 0 0.80435 1.70 121 71.1764679 1 1
## 3148 940 122 2.69 0 0.91837 1.83 2 1.0928962 1 1
## 3149 870 52 1.57 0 0.70588 1.60 16 10.0000000 0 0
## 3150 790 13 1.69 0 0.83721 1.70 31 18.2352943 1 1
## 3151 920 15 1.60 0 1.09091 1.80 46 25.5555553 0 1
## 3152 1190 46 3.00 0 0.72464 1.60 3 1.8750000 0 1
## 3153 910 18 2.72 0 0.68519 1.80 37 20.5555553 0 1
## 3154 1070 50 1.96 0 0.98148 1.60 38 23.7500000 1 1
## 3155 860 14 2.57 0 1.09756 1.85 29 15.6756754 0 1
## 3156 880 18 2.83 0 1.04651 1.60 27 16.8750000 0 1
## 3157 990 96 1.81 0 0.83333 1.83 16 8.7431698 0 1
## 3158 1010 50 2.34 0 0.80357 1.57 25 15.9235668 0 1
## 3159 980 73 2.34 0 1.00000 1.55 8 5.1612902 1 1
## 3160 930 97 2.00 0 1.16279 1.55 29 18.7096767 1 1
## 3161 1060 48 2.95 0 0.73770 1.57 7 4.4585986 1 1
## 3162 1340 116 3.83 0 0.83562 1.55 1 0.6451613 0 1
## 3163 860 18 3.05 0 0.68627 1.56 54 34.6153831 0 1
## 3164 940 72 2.70 0 1.00000 1.55 9 5.8064518 1 1
## 3165 1120 78 2.84 0 0.83607 1.55 37 23.8709679 0 1
## 3166 1140 17 3.94 0 1.00000 1.56 1 0.6410257 1 1
## 3167 940 68 2.11 0 0.84314 1.55 18 11.6129036 0 1
## 3168 930 72 2.25 0 0.97872 1.40 39 27.8571434 1 1
## 3169 890 92 2.72 0 0.67925 1.68 21 12.5000000 0 1
## 3170 1150 59 3.27 0 1.01754 1.62 45 27.7777786 0 1
## 3171 1000 18 2.16 0 1.00000 1.56 29 18.5897427 0 1
## 3172 1040 49 2.89 0 0.89091 1.65 8 4.8484850 0 1
## 3173 700 68 2.36 0 0.70732 1.55 70 45.1612892 0 0
## 3174 920 18 2.66 0 0.70370 6.98 75 10.7449856 1 1
## 3175 1040 93 2.45 0 0.89091 1.55 12 7.7419353 1 1
## 3176 1040 15 2.93 0 0.67742 1.56 16 10.2564106 0 1
## 3177 1000 12 2.75 0 0.81818 2.84 35 12.3239441 0 1
## 3178 920 14 2.78 0 1.00000 2.63 107 40.6844101 1 1
## 3179 870 17 2.23 0 0.85106 2.34 45 19.2307701 1 1
## 3180 980 13 3.07 0 1.13043 2.73 40 14.6520147 0 1
## 3181 1090 12 2.50 0 0.87931 2.34 33 14.1025639 0 1
## 3182 1140 46 2.15 0 0.78125 2.87 39 13.5888500 0 1
## 3183 1050 45 1.95 0 0.72131 2.57 95 36.9649811 0 1
## 3184 810 51 2.31 0 0.80000 2.57 76 29.5719852 1 1
## 3185 1050 47 3.10 0 1.01923 2.57 30 11.6731520 1 1
## 3186 890 16 1.43 0 0.93478 2.34 88 37.6068382 0 1
## 3187 850 48 2.83 0 0.97674 2.57 46 17.8988323 1 1
## 3188 1100 17 3.64 0 0.80328 2.34 30 12.8205128 0 1
## 3189 980 111 2.58 0 0.88462 2.57 31 12.0622568 0 1
## 3190 920 16 1.87 0 0.80392 2.34 46 19.6581192 0 1
## 3191 970 38 2.26 0 0.83019 2.57 45 17.5097275 0 1
## 3192 890 48 2.66 0 0.74510 2.57 36 14.0077820 1 1
## 3193 1020 16 4.00 0 0.88889 2.34 1 0.4273504 1 1
## 3194 830 20 2.50 0 0.97619 2.57 122 47.4708176 1 1
## 3195 1020 14 0.64 0 0.92453 2.34 46 19.6581192 0 1
## 3196 1070 14 3.14 0 0.84483 2.34 36 15.3846149 0 1
## 3197 920 16 2.31 0 0.76923 2.34 44 18.8034191 1 1
## 3198 1030 17 1.64 0 1.14583 2.34 15 6.4102564 1 1
## 3199 880 125 3.37 0 0.91304 2.57 4 1.5564202 0 1
## 3200 1020 18 3.44 0 0.85455 2.34 7 2.9914529 1 1
## 3201 1130 17 0.94 0 0.98246 2.34 13 5.5555553 0 1
## 3202 970 17 2.29 0 0.97959 2.34 24 10.2564106 1 1
## 3203 1320 14 3.85 0 0.85915 2.34 3 1.2820513 0 1
## 3204 780 73 3.47 0 0.81395 2.57 6 2.3346303 0 1
## 3205 1130 14 0.00 0 1.01786 2.34 88 37.6068382 0 1
## 3206 820 19 2.31 0 1.05000 2.34 148 63.2478638 0 1
## 3207 1190 99 2.74 0 1.01695 2.57 11 4.2801557 0 1
## 3208 800 111 2.61 0 1.66667 2.57 42 16.3424129 1 1
## 3209 850 87 2.79 0 0.77083 2.22 22 9.9099102 1 1
## 3210 990 84 3.72 0 0.83333 2.22 11 4.9549551 1 1
## 3211 940 84 2.60 0 0.95833 2.22 33 14.8648653 1 1
## 3212 1170 43 3.48 0 1.05263 2.57 6 2.3346303 1 1
## 3213 960 81 2.49 0 1.04255 2.22 36 16.2162170 0 1
## 3214 760 12 2.25 0 0.76744 2.34 36 15.3846149 1 1
## 3215 1140 118 2.78 0 1.15094 2.57 5 1.9455253 0 1
## 3216 1140 75 3.12 0 1.07273 2.22 20 9.0090094 0 1
## 3217 880 18 1.94 0 0.76000 2.34 21 8.9743586 1 1
## 3218 860 127 1.79 0 1.45714 2.57 66 25.6809330 1 1
## 3219 1020 18 2.16 0 1.08163 2.34 26 11.1111107 0 1
## 3220 1150 75 2.20 0 0.91667 2.22 18 8.1081085 0 1
## 3221 1100 56 2.78 0 0.77419 2.57 35 13.6186771 1 1
## 3222 1050 53 3.00 0 0.75000 2.57 24 9.3385210 0 1
## 3223 1190 94 2.41 0 0.85938 2.41 7 2.9045644 0 1
## 3224 960 86 2.34 0 1.28571 2.09 54 25.8373203 1 1
## 3225 1140 18 1.50 0 1.03571 2.34 25 10.6837606 1 1
## 3226 1070 17 2.76 0 0.75410 2.34 30 12.8205128 0 1
## 3227 980 93 2.26 0 1.08511 2.09 18 8.6124401 0 1
## 3228 1060 15 0.93 0 1.03846 2.34 64 27.3504276 1 1
## 3229 870 123 2.01 0 1.12195 2.28 26 11.4035091 1 1
## 3230 990 17 2.88 0 0.90385 2.34 11 4.7008548 1 1
## 3231 1000 17 3.05 0 0.96078 2.34 41 17.5213680 0 1
## 3232 1140 17 1.58 0 0.90000 2.34 44 18.8034191 0 1
## 3233 1150 18 1.88 0 0.94915 2.34 35 14.9572649 0 1
## 3234 1090 14 2.42 0 1.22449 2.34 25 10.6837606 1 1
## 3235 1200 79 2.63 0 1.06897 2.09 4 1.9138756 1 1
## 3236 1350 97 3.29 0 0.84932 2.41 4 1.6597511 0 1
## 3237 960 13 1.69 0 1.13333 2.34 47 20.0854702 1 1
## 3238 1020 113 3.47 0 0.72881 2.41 3 1.2448133 0 1
## 3239 1010 15 3.13 0 1.06122 2.34 16 6.8376069 1 1
## 3240 1030 16 3.31 0 1.10204 2.34 23 9.8290596 0 1
## 3241 960 88 2.09 0 1.00000 2.09 26 12.4401913 0 1
## 3242 1160 83 2.72 0 0.87097 2.09 14 6.6985645 0 1
## 3243 940 91 2.50 0 0.80769 2.41 16 6.6390042 0 1
## 3244 820 61 3.11 0 0.90698 2.00 37 18.5000000 1 1
## 3245 1000 16 3.12 0 0.88679 2.34 34 14.5299149 1 1
## 3246 1350 17 3.23 0 0.92857 2.34 31 13.2478628 0 1
## 3247 990 14 2.21 0 0.73684 2.34 20 8.5470085 1 1
## 3248 1030 17 2.41 0 0.77586 2.34 29 12.3931627 0 1
## 3249 890 49 2.53 0 0.81633 2.00 89 44.5000000 0 1
## 3250 950 18 2.55 0 0.86275 2.04 30 14.7058821 1 1
## 3251 1150 12 2.08 0 0.79688 2.34 50 21.3675213 0 1
## 3252 1020 57 2.75 0 0.85455 2.00 4 2.0000000 0 1
## 3253 970 102 2.26 0 0.76364 2.41 13 5.3941908 1 1
## 3254 940 13 2.07 0 0.74074 2.34 80 34.1880341 0 1
## 3255 1070 87 2.60 1 0.84483 1.27 25 19.6850395 0 1
## 3256 1090 54 3.16 0 0.67692 1.37 6 4.3795619 1 1
## 3257 1260 49 4.00 0 0.82609 1.37 4 2.9197080 0 1
## 3258 940 112 2.91 0 1.08889 1.21 66 54.5454559 0 1
## 3259 1080 57 2.24 0 0.96364 1.37 17 12.4087591 0 1
## 3260 1260 18 4.00 0 1.00000 1.27 19 14.9606295 0 1
## 3261 1040 19 3.42 0 1.03922 1.28 5 3.9062500 1 1
## 3262 1120 48 2.54 0 0.83607 1.37 10 7.2992702 0 1
## 3263 880 18 2.11 0 0.54386 1.28 69 53.9062500 0 1
## 3264 1130 76 3.96 0 0.85246 1.27 1 0.7874016 0 1
## 3265 1040 47 2.78 0 0.89091 1.37 18 13.1386862 0 1
## 3266 930 53 3.52 0 0.57627 1.37 7 5.1094890 1 1
## 3267 800 19 1.84 0 0.86047 0.86 6 6.9767442 0 0
## 3268 690 115 2.57 1 0.60465 0.79 12 15.1898737 0 0
## 3269 800 16 2.18 0 1.00000 1.34 5 3.7313433 1 0
## 3270 990 101 2.67 0 0.90385 1.22 1 0.8196721 1 0
## 3271 1200 16 2.50 0 1.03390 0.46 3 6.5217390 0 1
## 3272 790 44 2.00 0 0.68085 0.41 15 36.5853653 0 1
## 3273 1210 51 2.64 0 0.98361 0.41 1 2.4390244 0 1
## 3274 1060 92 1.86 0 1.12000 0.45 23 51.1111107 1 1
## 3275 1130 17 1.82 0 0.94828 0.46 8 17.3913040 0 1
## 3276 1030 104 2.84 0 1.01961 0.23 9 39.1304359 1 1
## 3277 810 43 2.34 0 0.97561 0.26 5 19.2307701 1 1
## 3278 830 19 2.31 0 0.93023 0.35 20 57.1428566 0 1
## 3279 900 73 2.50 0 1.04545 0.20 4 20.0000000 1 1
## 3280 970 115 2.13 0 0.94000 0.23 8 34.7826080 0 1
## 3281 1020 120 3.46 0 0.78947 0.22 3 13.6363640 1 1
## 3282 1090 41 2.29 0 1.05660 0.26 4 15.3846149 0 1
## 3283 1020 112 3.23 0 0.85455 3.73 56 15.0134048 0 1
## 3284 1070 101 2.53 0 0.87719 3.73 83 22.2520103 0 1
## 3285 980 15 3.00 0 0.68966 4.15 130 31.3253021 0 1
## 3286 1090 92 2.22 0 0.84746 3.73 73 19.5710449 1 1
## 3287 790 14 0.85 0 0.71739 4.15 156 37.5903625 0 1
## 3288 1200 108 2.89 0 0.76471 3.73 34 9.1152811 0 1
## 3289 1230 14 3.71 0 0.89231 4.15 9 2.1686747 0 1
## 3290 1220 13 3.53 0 0.87692 4.20 4 0.9523810 1 1
## 3291 1390 98 3.50 0 0.95775 3.73 5 1.3404826 0 1
## 3292 1030 11 1.27 0 1.14583 4.15 211 50.8433723 0 1
## 3293 970 116 2.93 0 0.79630 3.73 26 6.9705095 0 1
## 3294 1300 17 4.00 0 0.91176 4.15 2 0.4819277 0 1
## 3295 910 20 2.20 0 1.21951 4.15 246 59.2771072 0 1
## 3296 860 48 2.50 0 0.91111 3.90 37 9.4871798 1 1
## 3297 1220 46 2.95 0 0.84848 3.90 27 6.9230771 0 1
## 3298 1140 117 3.00 0 0.78125 3.73 62 16.6219845 1 1
## 3299 1050 40 1.87 0 1.01923 3.90 67 17.1794872 0 1
## 3300 1170 39 2.33 0 0.77273 3.90 40 10.2564106 0 1
## 3301 1060 73 1.91 0 0.82759 3.73 124 33.2439690 0 1
## 3302 910 47 3.02 0 0.56897 3.90 62 15.8974361 1 1
## 3303 1000 92 3.09 0 0.85185 4.15 37 8.9156628 0 1
## 3304 980 72 2.09 0 1.00000 4.15 166 40.0000000 0 1
## 3305 1080 12 2.25 0 0.83051 4.15 79 19.0361443 0 1
## 3306 850 102 2.26 0 0.97674 3.73 64 17.1581764 0 0
## 3307 990 78 1.88 0 0.67797 4.15 66 15.9036140 0 0
## 3308 1140 28 3.03 0 0.72727 3.90 21 5.3846154 1 1
## 3309 1310 45 3.11 0 0.74667 3.90 18 4.6153846 1 1
## 3310 840 17 2.47 0 0.68000 4.15 74 17.8313255 0 1
## 3311 1320 17 2.94 0 1.00000 4.15 8 1.9277109 0 1
## 3312 1030 43 1.69 0 0.63492 3.90 245 62.8205147 0 1
## 3313 990 16 2.81 0 1.25000 4.15 77 18.5542164 0 1
## 3314 980 122 2.35 0 0.81481 3.73 71 19.0348530 0 1
## 3315 1010 16 2.00 0 0.80357 4.15 32 7.7108436 0 1
## 3316 1050 10 3.30 0 0.98113 4.15 106 25.5421696 1 1
## 3317 1050 41 2.24 0 0.94444 3.90 90 23.0769234 0 1
## 3318 1120 53 2.56 0 0.72308 3.90 78 20.0000000 0 1
## 3319 810 47 2.25 0 0.58824 3.90 70 17.9487171 1 1
## 3320 1010 52 2.59 0 0.74138 3.90 49 12.5641022 0 1
## 3321 910 47 2.40 0 0.97826 3.65 67 18.3561649 0 1
## 3322 810 114 2.53 0 0.84091 4.01 57 14.2144642 1 1
## 3323 1360 74 3.02 0 0.94286 4.29 4 0.9324009 0 1
## 3324 1010 18 3.16 0 0.83636 4.16 4 0.9615384 1 1
## 3325 1070 88 2.01 0 0.81356 4.01 75 18.7032413 0 1
## 3326 1090 14 3.85 0 1.05660 4.16 1 0.2403846 0 1
## 3327 1190 46 2.06 0 0.75000 3.65 9 2.4657533 0 1
## 3328 1180 41 3.56 1 0.71014 3.65 3 0.8219178 1 1
## 3329 1200 84 3.08 0 0.87500 4.29 10 2.3310022 1 1
## 3330 1100 16 3.31 0 0.92982 4.16 10 2.4038463 1 1
## 3331 1010 16 2.00 0 0.77193 4.16 63 15.1442308 1 1
## 3332 1100 46 2.56 0 0.89655 3.65 37 10.1369867 0 1
## 3333 890 80 2.41 0 0.74510 0.60 5 8.3333330 1 1
## 3334 820 70 1.98 0 0.86364 0.57 3 5.2631578 1 0
## 3335 750 30 1.70 0 0.74419 0.54 5 9.2592592 0 0
## 3336 970 34 2.14 0 0.86538 0.26 18 69.2307663 0 1
## 3337 820 17 2.52 0 0.78261 0.32 3 9.3750000 1 1
## 3338 1050 42 2.28 0 0.94444 0.31 8 25.8064518 0 1
## 3339 930 11 1.09 0 0.60345 0.77 15 19.4805202 0 1
## 3340 990 47 2.55 0 1.10638 0.87 18 20.6896553 0 0
## 3341 1050 51 2.98 0 0.87500 0.34 4 11.7647057 1 1
## 3342 950 110 2.22 0 1.06522 0.35 16 45.7142868 0 1
## 3343 850 112 3.12 0 0.88889 0.35 8 22.8571434 0 1
## 3344 1080 47 3.38 0 0.77049 0.34 5 14.7058821 0 1
## 3345 970 16 4.00 0 0.86538 0.29 3 10.3448277 1 1
## 3346 910 81 2.91 0 0.82000 0.36 2 5.5555553 1 1
## 3347 900 16 0.68 0 1.00000 0.29 21 72.4137955 0 1
## 3348 870 68 2.39 0 0.67308 0.36 18 50.0000000 0 1
## 3349 820 90 3.03 0 0.64000 0.35 9 25.7142849 0 1
## 3350 940 81 2.38 0 0.80769 0.36 9 25.0000000 1 1
## 3351 720 75 2.05 0 0.94595 1.35 21 15.5555553 0 1
## 3352 1180 66 3.33 0 1.07018 0.44 1 2.2727273 1 1
## 3353 1060 79 2.18 0 0.70968 0.34 10 29.4117641 0 1
## 3354 840 54 2.88 0 0.82609 0.29 2 6.8965516 1 1
## 3355 1150 42 3.83 0 0.85484 1.45 3 2.0689654 0 1
## 3356 990 55 1.81 0 1.02041 1.18 28 23.7288132 0 1
## 3357 1130 42 2.16 0 0.88333 1.45 8 5.5172415 1 1
## 3358 1130 80 2.91 0 1.05455 1.18 6 5.0847459 0 0
## 3359 1120 52 2.15 0 0.75000 1.45 20 13.7931032 0 1
## 3360 770 16 1.18 0 0.75000 1.43 12 8.3916082 0 1
## 3361 960 46 2.60 0 0.92000 1.45 13 8.9655170 1 1
## 3362 1230 18 3.38 0 0.83582 1.43 3 2.0979021 0 1
## 3363 680 49 3.75 0 1.06061 0.25 2 8.0000000 1 1
## 3364 1080 60 2.93 0 0.92857 0.15 2 13.3333330 0 1
## 3365 1050 51 4.00 0 1.28261 0.25 1 4.0000000 1 1
## 3366 780 59 2.10 0 0.90244 0.15 6 40.0000000 0 1
## 3367 800 108 2.36 0 0.73913 0.21 5 23.8095245 1 1
## 3368 910 112 3.06 0 1.06818 0.21 1 4.7619047 1 1
## 3369 1070 94 1.93 0 0.87719 1.91 33 17.2774868 0 1
## 3370 920 32 1.90 0 0.76923 2.54 84 33.0708656 0 1
## 3371 890 17 0.94 0 0.97778 2.24 140 62.5000000 1 1
## 3372 820 42 2.11 0 1.10256 2.54 40 15.7480316 1 0
## 3373 960 114 3.24 0 0.84615 1.91 20 10.4712038 1 0
## 3374 930 47 1.63 0 0.78846 2.54 89 35.0393715 0 1
## 3375 1120 18 2.22 0 0.83607 2.11 66 31.2796211 1 1
## 3376 770 16 2.31 0 1.26471 2.79 48 17.2043018 1 1
## 3377 960 119 3.52 0 0.92000 1.91 7 3.6649215 1 1
## 3378 910 105 3.69 0 0.71698 1.91 36 18.8481674 0 1
## 3379 950 120 1.97 0 1.31707 1.91 40 20.9424076 1 0
## 3380 1050 46 3.50 0 0.87500 2.54 33 12.9921255 0 1
## 3381 880 46 1.93 0 0.76000 2.54 127 50.0000000 0 1
## 3382 970 16 2.18 0 1.02083 2.11 40 18.9573460 1 1
## 3383 850 48 1.85 0 0.97674 2.54 99 38.9763794 0 1
## 3384 810 78 2.87 0 0.88372 1.93 12 6.2176166 1 1
## 3385 930 73 2.42 0 0.89796 1.72 10 5.8139534 1 1
## 3386 900 79 2.50 0 1.25000 2.53 36 14.2292490 1 1
## 3387 1320 15 2.06 0 0.83333 2.87 26 9.0592337 0 1
## 3388 1090 80 3.16 0 0.94643 2.53 7 2.7667985 1 1
## 3389 970 18 2.05 0 0.83019 2.11 23 10.9004736 1 1
## 3390 630 114 2.27 1 0.80000 2.46 160 65.0406494 0 1
## 3391 1080 132 2.65 0 0.74194 1.91 26 13.6125650 1 0
## 3392 1180 49 3.02 0 0.87302 2.54 11 4.3307085 1 1
## 3393 1130 16 3.06 0 0.76563 2.11 12 5.6872039 0 1
## 3394 850 82 2.71 0 1.17949 2.53 46 18.1818180 1 1
## 3395 1050 114 2.67 0 0.84211 1.91 28 14.6596861 0 1
## 3396 1010 41 1.90 0 0.80357 2.54 36 14.1732283 0 1
## 3397 970 114 3.50 0 0.76364 1.91 39 20.4188480 0 1
## 3398 1060 122 3.05 0 1.03846 1.91 22 11.5183249 1 1
## 3399 880 10 2.00 0 0.91304 2.11 85 40.2843590 0 1
## 3400 1020 77 3.29 0 0.78947 2.53 10 3.9525692 1 1
## 3401 1000 16 2.43 0 1.12766 2.11 34 16.1137447 1 1
## 3402 1050 30 2.00 0 0.87500 2.54 96 37.7952766 0 1
## 3403 1120 75 2.69 0 0.69697 2.53 13 5.1383400 0 1
## 3404 710 12 2.00 0 1.44828 2.87 144 50.1742172 0 0
## 3405 1060 77 2.64 0 1.16327 2.53 27 10.6719370 1 1
## 3406 1000 40 2.65 0 1.12766 2.87 53 18.4668999 1 1
## 3407 1200 128 2.18 0 0.76471 1.91 15 7.8534031 0 1
## 3408 950 22 2.86 0 0.72727 2.11 6 2.8436019 1 1
## 3409 1060 14 1.64 0 1.03846 2.11 39 18.4834118 0 1
## 3410 1050 76 2.60 0 0.72131 2.53 16 6.3241105 1 0
## 3411 840 12 2.25 0 0.95349 2.79 68 24.3727608 0 1
## 3412 1100 41 2.85 0 0.89655 2.54 8 3.1496062 0 1
## 3413 890 51 2.41 0 0.93478 2.53 48 18.9723320 0 1
## 3414 1070 16 3.43 0 0.87719 2.11 7 3.3175356 0 1
## 3415 1100 72 3.16 0 0.89655 2.53 3 1.1857708 0 1
## 3416 980 45 3.60 0 0.96000 2.54 9 3.5433071 1 1
## 3417 930 42 2.04 0 0.82353 2.54 38 14.9606295 0 1
## 3418 1060 75 2.56 0 0.92727 2.53 40 15.8102770 1 0
## 3419 990 97 1.71 0 1.15217 1.91 82 42.9319382 0 1
## 3420 1130 12 3.75 0 1.01786 2.11 30 14.2180099 1 1
## 3421 840 17 1.82 0 0.78723 2.54 16 6.2992125 1 1
## 3422 880 44 1.90 0 1.04651 2.54 56 22.0472450 0 1
## 3423 1050 82 2.37 0 0.84211 2.53 57 22.5296440 1 1
## 3424 1100 13 1.23 0 0.80328 2.11 58 27.4881516 0 1
## 3425 920 112 2.56 0 1.04444 1.91 84 43.9790573 0 1
## 3426 880 121 3.31 0 0.76000 1.91 30 15.7068062 1 1
## 3427 1080 50 3.82 0 0.86207 2.54 4 1.5748031 0 0
## 3428 1030 47 2.97 0 1.10204 2.54 14 5.5118113 0 1
## 3429 1120 88 1.88 0 0.72308 2.53 20 7.9051385 0 1
## 3430 860 18 1.33 0 0.72000 2.11 83 39.3364944 0 1
## 3431 1000 17 2.70 0 0.75439 2.11 12 5.6872039 0 0
## 3432 1150 48 3.52 0 0.88525 2.46 7 2.8455284 1 1
## 3433 1060 112 2.03 0 0.79661 2.34 90 38.4615402 0 1
## 3434 1020 119 3.09 0 0.88889 2.92 2 0.6849315 1 1
## 3435 990 103 3.13 0 0.94118 2.34 23 9.8290596 0 1
## 3436 1140 77 3.15 0 0.90000 2.56 24 9.3750000 0 1
## 3437 950 17 2.35 0 1.02128 2.58 15 5.8139534 1 1
## 3438 1170 57 2.80 0 1.34000 2.56 20 7.8125000 0 1
## 3439 1290 69 3.24 0 0.72000 2.56 2 0.7812500 0 1
## 3440 1210 45 2.88 0 0.72857 2.46 23 9.3495932 1 1
## 3441 1100 77 2.62 0 1.03704 2.56 52 20.3125000 0 1
## 3442 1010 42 2.35 0 0.83636 2.46 46 18.6991863 0 1
## 3443 1400 50 3.74 0 0.91781 2.46 1 0.4065041 0 1
## 3444 940 61 2.29 1 0.64912 2.56 58 22.6562500 0 1
## 3445 980 68 1.83 0 0.71930 2.56 36 14.0625000 0 0
## 3446 1060 83 3.38 0 0.79661 2.56 11 4.2968750 1 1
## 3447 1020 49 2.02 0 0.88889 2.56 26 10.1562500 0 1
## 3448 1000 119 2.96 0 0.88679 2.34 18 7.6923075 1 1
## 3449 1070 41 2.80 0 0.81356 2.46 6 2.4390244 0 1
## 3450 1270 91 3.93 0 0.98438 2.56 1 0.3906250 0 1
## 3451 1270 83 1.87 0 0.81429 2.51 31 12.3505974 0 1
## 3452 1030 115 2.23 0 0.94340 2.34 29 12.3931627 1 1
## 3453 1000 14 1.00 0 0.88679 2.46 70 28.4552841 0 1
## 3454 1020 78 2.06 0 0.85455 2.51 41 16.3346615 0 1
## 3455 1090 51 3.47 0 0.84746 2.46 19 7.7235770 0 1
## 3456 960 14 2.78 0 0.92000 2.46 15 6.0975609 1 1
## 3457 1020 102 2.67 0 1.04000 5.18 45 8.6872587 1 0
## 3458 1220 79 2.96 0 1.00000 5.22 52 9.9616861 0 1
## 3459 1060 16 3.31 0 0.79661 4.89 74 15.1329241 1 1
## 3460 1070 16 1.62 0 0.94545 4.89 39 7.9754601 1 1
## 3461 920 45 2.04 0 1.00000 5.84 332 56.8493156 0 1
## 3462 860 93 2.19 0 0.86957 5.18 83 16.0231667 1 1
## 3463 1020 108 3.27 0 0.96154 5.18 17 3.2818532 0 1
## 3464 1140 45 2.86 0 1.00000 5.56 36 6.4748201 0 1
## 3465 1070 12 2.00 0 0.81356 4.89 384 78.5276108 1 1
## 3466 1140 50 3.66 0 0.83871 5.56 10 1.7985611 1 1
## 3467 1190 18 2.44 0 1.12500 4.89 140 28.6298561 1 1
## 3468 1050 16 2.18 0 1.01923 4.89 117 23.9263802 1 1
## 3469 930 47 2.40 0 0.93750 4.77 163 34.1719093 0 1
## 3470 1070 78 1.88 0 0.87719 5.22 99 18.9655170 0 1
## 3471 1340 49 2.95 0 1.00000 4.77 26 5.4507337 0 1
## 3472 950 78 2.38 0 0.69643 5.22 49 9.3869734 1 1
## 3473 1040 37 2.94 0 0.73333 4.77 40 8.3857441 0 1
## 3474 890 15 2.53 0 0.78000 4.89 113 23.1083851 1 1
## 3475 1080 71 2.14 0 0.77049 5.22 45 8.6206894 0 0
## 3476 900 102 2.79 0 1.19512 5.18 22 4.2471042 1 1
## 3477 880 18 2.55 0 1.14634 4.89 75 15.3374233 1 1
## 3478 1030 120 2.76 0 0.90741 5.18 60 11.5830116 1 1
## 3479 1270 93 3.38 0 0.92424 5.18 35 6.7567568 0 1
## 3480 780 17 2.00 0 0.62500 5.91 128 21.6582069 0 0
## 3481 1060 123 2.11 0 0.89286 5.18 174 33.5907326 0 1
## 3482 850 18 1.05 0 0.88889 5.18 289 55.7915039 0 1
## 3483 930 48 1.72 0 0.86000 4.77 169 35.4297676 0 1
## 3484 1180 43 2.53 0 0.84375 4.77 17 3.5639412 0 1
## 3485 880 13 2.07 0 1.14634 4.89 67 13.7014313 0 1
## 3486 960 15 3.06 0 0.92000 4.89 99 20.2453995 0 1
## 3487 1010 106 2.62 0 0.98039 5.18 24 4.6332045 1 1
## 3488 1370 83 3.37 0 0.85135 5.22 2 0.3831418 0 1
## 3489 1300 80 3.67 0 0.75676 5.22 11 2.1072798 0 1
## 3490 950 110 2.87 0 1.37500 5.18 53 10.2316599 1 1
## 3491 940 112 2.73 0 0.95833 5.18 103 19.8841705 0 1
## 3492 980 14 2.71 0 1.08511 4.89 89 18.2004089 0 1
## 3493 1180 17 2.17 0 0.90323 4.89 101 20.6543961 0 1
## 3494 980 79 3.05 0 0.96000 5.22 63 12.0689659 1 1
## 3495 910 13 3.07 0 0.82000 4.89 145 29.6523514 0 1
## 3496 910 40 2.35 0 0.82000 4.77 125 26.2054501 0 1
## 3497 1220 76 2.77 0 0.96774 5.22 13 2.4904215 0 1
## 3498 1250 86 2.32 0 1.01613 5.22 75 14.3678160 0 1
## 3499 870 28 2.07 0 0.74000 4.77 116 24.3186588 1 0
## 3500 980 16 3.75 0 1.04167 4.89 33 6.7484665 1 1
## 3501 1090 42 3.07 0 0.87931 4.77 5 1.0482180 0 1
## 3502 1110 18 3.22 1 0.94737 5.91 10 1.6920474 0 1
## 3503 950 38 2.18 0 0.79245 5.84 300 51.3698616 0 1
## 3504 1050 16 1.68 0 0.69355 4.89 198 40.4907990 1 1
## 3505 820 15 2.53 0 0.70833 5.51 133 24.1379318 1 1
## 3506 1010 16 3.31 0 1.29545 0.10 3 30.0000000 1 1
## 3507 1020 105 2.00 0 0.72881 7.21 327 45.3536758 0 1
## 3508 1180 40 1.95 0 0.73529 5.88 164 27.8911572 0 1
## 3509 1270 49 2.81 0 0.98438 5.88 8 1.3605442 0 1
## 3510 1200 43 2.53 0 0.93548 5.88 77 13.0952377 1 1
## 3511 890 75 2.65 0 0.81633 6.05 111 18.3471069 0 1
## 3512 1300 130 1.99 0 0.91176 6.98 57 8.1661892 0 1
## 3513 1160 41 1.97 0 0.96610 5.88 60 10.2040815 0 1
## 3514 1000 47 3.23 0 1.17391 5.88 189 32.1428566 0 1
## 3515 1170 68 2.33 0 0.91803 6.05 102 16.8595047 0 1
## 3516 1290 85 2.22 0 0.95455 6.98 58 8.3094559 0 1
## 3517 870 50 2.96 0 1.28947 5.88 111 18.8775501 1 1
## 3518 980 50 3.32 0 0.88462 5.88 75 12.7551022 1 1
## 3519 940 17 2.64 0 0.88000 5.51 153 27.7676945 1 1
## 3520 1030 111 3.35 0 0.77586 6.98 49 7.0200572 1 1
## 3521 1130 41 2.82 0 0.71212 5.88 49 8.3333330 0 1
## 3522 1210 14 3.78 0 0.98361 5.51 19 3.4482758 1 1
## 3523 1250 17 3.29 0 0.66667 5.51 29 5.2631578 0 1
## 3524 1020 111 1.84 0 0.61905 6.98 142 20.3438396 0 1
## 3525 1080 98 2.26 0 1.00000 6.98 166 23.7822342 0 1
## 3526 1080 121 2.86 0 0.89474 6.98 33 4.7277937 1 1
## 3527 1160 16 3.62 0 0.75758 5.51 95 17.2413788 0 1
## 3528 1110 59 3.22 0 0.91379 6.05 6 0.9917355 1 1
## 3529 1100 14 2.50 0 0.80328 5.51 131 23.7749538 0 1
## 3530 1330 10 2.90 0 0.98507 5.51 52 9.4373865 0 1
## 3531 1040 16 1.50 0 0.73333 5.51 269 48.8203278 0 1
## 3532 920 19 2.84 0 0.91667 5.51 90 16.3339386 0 1
## 3533 1170 75 2.24 0 1.01724 6.05 209 34.5454559 0 1
## 3534 910 77 2.28 0 0.68519 6.05 109 18.0165291 0 1
## 3535 1040 44 3.45 0 0.76271 5.88 80 13.6054420 0 1
## 3536 1030 15 3.26 0 0.66129 5.51 262 47.5499077 0 0
## 3537 1060 13 2.69 0 0.82759 5.51 85 15.4264975 0 1
## 3538 810 116 2.79 0 0.88372 8.04 145 18.0348263 0 1
## 3539 980 98 2.48 0 0.96000 6.98 94 13.4670486 1 1
## 3540 1000 115 1.79 0 0.81818 6.98 91 13.0372496 1 1
## 3541 1230 17 2.94 0 0.98387 5.51 88 15.9709616 0 1
## 3542 1060 79 2.46 0 0.89286 6.05 68 11.2396698 1 1
## 3543 1270 70 1.97 0 0.73973 6.05 97 16.0330582 0 1
## 3544 1080 39 1.35 0 0.96364 6.05 253 41.8181801 0 1
## 3545 930 48 1.83 0 0.75472 5.88 215 36.5646248 0 1
## 3546 900 91 2.85 0 0.80000 6.05 65 10.7438021 0 1
## 3547 840 103 2.06 0 0.95349 6.98 154 22.0630379 1 1
## 3548 890 127 2.02 1 0.81633 6.90 420 60.8695641 0 0
## 3549 1030 44 2.68 0 1.01961 5.88 67 11.3945580 1 1
## 3550 1080 48 2.04 0 0.80000 5.88 119 20.2380943 0 1
## 3551 730 17 2.29 0 0.82500 5.51 253 45.9165154 0 1
## 3552 1130 14 2.07 0 0.85246 5.51 168 30.4900188 0 1
## 3553 1160 41 1.65 0 0.68116 5.88 63 10.7142859 0 1
## 3554 960 11 3.09 0 0.71429 5.51 80 14.5190563 0 1
## 3555 1090 17 2.64 0 0.60294 6.40 140 21.8750000 0 1
## 3556 1130 48 3.35 0 0.71212 5.88 17 2.8911564 0 1
## 3557 1030 15 3.20 0 0.77586 5.51 73 13.2486391 0 1
## 3558 920 122 1.94 0 1.00000 1.10 4 3.6363637 1 0
## 3559 960 113 3.23 0 0.88235 0.35 5 14.2857141 1 1
## 3560 870 15 3.33 0 0.97727 0.24 3 12.5000000 1 1
## 3561 1040 61 2.67 0 0.85714 0.15 6 40.0000000 0 1
## 3562 1150 43 2.39 0 1.21154 0.24 3 12.5000000 1 1
## 3563 1330 62 4.00 0 0.82192 6.73 4 0.5943536 0 1
## 3564 820 93 2.94 0 0.70833 6.73 111 16.4933128 1 1
## 3565 1300 14 3.50 0 0.88406 6.98 9 1.2893983 0 1
## 3566 900 47 2.08 0 0.95652 6.34 247 38.9589920 0 1
## 3567 970 46 2.23 0 0.67241 6.34 251 39.5899048 0 1
## 3568 880 107 3.32 0 0.95556 5.72 24 4.1958041 1 1
## 3569 910 16 2.50 0 0.97826 6.98 127 18.1948433 0 0
## 3570 930 15 1.80 0 0.97872 6.98 121 17.3352432 0 1
## 3571 940 69 2.79 0 0.67857 6.73 54 8.0237741 0 1
## 3572 850 107 2.13 1 0.88889 5.72 86 15.0349646 0 1
## 3573 830 113 2.84 0 0.93023 5.72 87 15.2097902 1 1
## 3574 850 16 2.37 0 0.66667 6.98 237 33.9541550 0 1
## 3575 790 112 2.74 0 0.88095 5.72 85 14.8601398 1 1
## 3576 1010 52 1.71 0 1.10417 6.34 243 38.3280754 1 1
## 3577 990 121 1.99 0 0.70690 5.72 210 36.7132874 0 1
## 3578 1150 56 3.16 1 0.74242 6.73 106 15.7503719 0 1
## 3579 870 111 2.51 0 0.81250 5.72 125 21.8531475 0 1
## 3580 960 13 0.00 0 0.84615 6.98 233 33.3810883 0 1
## 3581 990 44 2.43 0 0.67797 6.34 88 13.8801260 0 1
## 3582 1070 14 3.14 0 0.64615 6.98 28 4.0114613 1 1
## 3583 1060 48 2.58 0 0.92727 6.34 56 8.8328075 1 1
## 3584 850 103 2.35 0 1.02381 5.72 177 30.9440556 0 1
## 3585 790 18 2.16 0 1.02564 6.98 129 18.4813747 1 1
## 3586 1220 17 3.29 0 1.06780 6.98 13 1.8624642 0 1
## 3587 1290 77 2.77 0 0.92537 6.93 149 21.5007210 0 1
## 3588 1070 90 2.63 0 0.67188 5.72 80 13.9860144 0 1
## 3589 980 12 2.25 0 0.78182 6.98 121 17.3352432 1 1
## 3590 950 17 2.47 0 0.93878 6.98 72 10.3151865 1 1
## 3591 930 15 0.73 0 0.89796 6.98 286 40.9742126 0 1
## 3592 1050 13 2.38 0 0.84211 6.98 31 4.4412608 1 1
## 3593 850 15 0.40 0 1.02381 6.98 254 36.3896866 1 1
## 3594 1030 100 2.78 0 0.74576 5.72 45 7.8671327 0 1
## 3595 1080 77 3.29 0 0.71429 6.73 101 15.0074291 0 1
## 3596 940 87 2.87 0 0.70909 6.73 128 19.0193157 1 1
## 3597 1030 108 2.06 0 1.23913 5.72 157 27.4475517 1 1
## 3598 1130 18 2.16 0 1.01786 6.98 68 9.7421207 0 1
## 3599 810 18 1.88 0 0.88372 6.98 99 14.1833811 0 1
## 3600 1130 13 1.84 0 0.94828 6.98 44 6.3037248 1 1
## 3601 920 77 2.54 0 0.91667 6.73 203 30.1634464 1 1
## 3602 990 42 2.26 0 0.70690 6.34 65 10.2523661 0 1
## 3603 910 16 1.81 0 0.89583 6.98 92 13.1805153 0 1
## 3604 1290 47 3.59 0 0.92537 6.34 6 0.9463722 1 1
## 3605 1020 18 2.27 0 0.88889 6.98 62 8.8825216 0 1
## 3606 980 18 2.50 0 0.78182 6.98 99 14.1833811 0 1
## 3607 1050 112 2.23 0 0.84211 5.72 252 44.0559425 0 1
## 3608 1220 52 2.80 0 0.76812 6.34 68 10.7255516 0 1
## 3609 1000 57 1.68 0 1.00000 6.34 36 5.6782336 0 1
## 3610 910 43 1.81 0 0.82000 6.34 201 31.7034702 0 1
## 3611 910 132 2.68 0 0.85714 5.72 92 16.0839157 1 1
## 3612 760 78 3.21 0 0.68889 6.73 86 12.7786036 1 1
## 3613 930 17 1.94 0 0.75472 6.98 87 12.4641838 0 1
## 3614 1180 76 2.85 0 1.07018 6.73 12 1.7830609 1 1
## 3615 1090 15 2.40 0 0.75806 6.98 8 1.1461318 1 1
## 3616 1110 122 2.31 0 0.68182 5.72 54 9.4405594 0 1
## 3617 1170 81 2.34 0 0.88710 1.25 1 0.8000000 0 1
## 3618 980 127 2.04 0 1.13043 1.41 3 2.1276596 1 0
## 3619 1090 117 2.60 0 0.81667 6.82 40 5.8651028 1 1
## 3620 850 83 3.25 0 0.84783 5.79 16 2.7633851 1 1
## 3621 1120 57 3.26 0 0.75000 5.79 17 2.9360967 0 1
## 3622 950 44 1.31 0 0.79245 5.56 126 22.6618710 0 1
## 3623 1260 46 2.28 0 0.88060 5.56 106 19.0647488 0 1
## 3624 890 52 2.32 0 0.64815 5.56 64 11.5107918 1 1
## 3625 1250 42 2.38 0 0.92308 5.56 10 1.7985611 0 1
## 3626 960 82 2.35 0 0.95918 5.79 11 1.8998272 1 0
## 3627 860 109 1.96 0 0.91111 6.82 116 17.0087986 1 1
## 3628 900 50 3.20 0 0.80000 5.56 35 6.2949638 1 1
## 3629 900 109 1.97 0 1.04545 6.82 156 22.8738995 1 1
## 3630 1110 18 1.22 0 0.79032 5.84 79 13.5273972 0 1
## 3631 1170 17 2.35 0 0.80000 5.84 52 8.9041100 0 1
## 3632 1090 84 2.66 0 0.81667 5.79 23 3.9723661 0 1
## 3633 1220 121 3.16 0 0.87692 6.26 13 2.0766773 0 1
## 3634 1070 74 2.25 0 1.05769 5.79 93 16.0621758 1 1
## 3635 990 18 1.88 0 0.67797 5.84 126 21.5753422 0 1
## 3636 920 15 2.93 0 0.84000 5.84 38 6.5068493 1 1
## 3637 1000 11 1.63 0 0.85185 5.84 54 9.2465754 1 1
## 3638 870 111 2.26 0 0.89130 6.82 71 10.4105568 0 1
## 3639 720 18 1.38 1 0.89474 5.84 268 45.8904114 0 0
## 3640 940 13 2.00 0 0.88000 5.84 63 10.7876711 1 1
## 3641 1090 121 2.25 0 0.78689 6.82 38 5.5718474 0 1
## 3642 1350 17 3.58 0 0.84932 5.84 10 1.7123288 0 1
## 3643 930 106 2.15 0 0.89796 6.82 101 14.8093843 0 1
## 3644 1090 16 2.43 0 0.81667 5.84 37 6.3356166 1 1
## 3645 1010 50 2.46 0 0.90566 0.67 30 44.7761192 0 1
## 3646 1140 48 2.77 0 0.86885 0.67 18 26.8656712 1 1
## 3647 1200 18 3.22 0 0.81818 0.47 3 6.3829789 0 1
## 3648 1070 121 3.68 0 0.78333 0.56 3 5.3571429 1 1
## 3649 1370 80 3.37 0 0.92958 0.53 1 1.8867924 1 1
## 3650 1150 75 3.00 0 0.85484 0.53 4 7.5471697 0 1
## 3651 910 68 2.27 0 0.78431 0.53 42 79.2452850 1 1
## 3652 1010 17 2.23 0 0.94231 0.47 16 34.0425529 0 1
## 3653 920 56 2.75 0 0.58621 0.67 15 22.3880596 1 1
## 3654 950 122 2.22 0 0.86275 0.56 13 23.2142849 1 1
## 3655 1150 38 4.00 0 0.85484 0.67 35 52.2388077 0 1
## 3656 1360 17 3.41 0 0.81333 0.45 2 4.4444447 0 1
## 3657 830 112 2.22 0 0.72917 0.56 41 73.2142868 0 1
## 3658 1020 112 2.54 0 0.78947 0.55 13 23.6363640 0 1
## 3659 880 48 2.29 0 1.14634 0.67 43 64.1791077 1 1
## 3660 900 16 2.62 0 0.91489 0.44 31 70.4545441 0 1
## 3661 930 126 1.88 0 0.78846 0.56 16 28.5714283 1 1
## 3662 830 93 2.12 0 0.88636 0.56 30 53.5714302 0 1
## 3663 1090 118 3.77 0 0.65152 0.56 5 8.9285717 0 1
## 3664 1130 16 3.56 0 0.85246 0.47 4 8.5106382 1 1
## 3665 970 48 2.83 0 1.42500 0.67 8 11.9402981 1 1
## 3666 1110 98 2.75 0 0.79032 3.08 45 14.6103897 1 1
## 3667 1110 119 2.65 0 0.79032 3.08 148 48.0519485 1 1
## 3668 750 15 1.73 0 0.97368 3.17 119 37.5394325 0 1
## 3669 930 13 2.30 0 0.86000 3.17 87 27.4447956 0 1
## 3670 1020 106 2.94 0 0.70000 3.08 79 25.6493511 1 1
## 3671 1070 41 2.87 0 1.01887 2.95 25 8.4745760 0 1
## 3672 940 14 2.71 0 1.00000 3.17 61 19.2429028 1 1
## 3673 1230 43 2.23 0 0.78261 2.95 120 40.6779671 0 1
## 3674 1110 21 3.42 0 0.73438 3.17 27 8.5173502 1 1
## 3675 1040 36 1.80 0 1.08000 2.95 202 68.4745789 0 1
## 3676 1160 95 3.67 0 0.84127 3.08 56 18.1818180 0 1
## 3677 920 45 2.53 0 1.04444 2.95 68 23.0508480 1 1
## 3678 1060 49 3.87 0 1.07843 3.13 50 15.9744406 0 1
## 3679 1100 48 2.52 0 0.77419 2.95 35 11.8644066 0 1
## 3680 1020 115 3.26 0 0.96154 3.08 15 4.8701301 1 1
## 3681 1010 104 2.83 0 0.74138 3.08 46 14.9350653 1 1
## 3682 1220 92 3.68 0 0.90625 3.08 20 6.4935064 1 1
## 3683 1130 16 3.43 0 0.68657 3.17 41 12.9337540 1 1
## 3684 1190 74 2.20 0 0.98333 3.29 60 18.2370815 0 1
## 3685 920 78 2.67 0 1.00000 3.29 55 16.7173252 1 1
## 3686 1100 117 3.68 0 0.89655 3.08 13 4.2207794 1 1
## 3687 1170 16 3.37 0 0.95000 3.17 128 40.3785477 0 1
## 3688 890 46 2.23 0 0.74510 2.95 90 30.5084743 0 1
## 3689 1040 126 3.13 0 1.16667 3.08 77 25.0000000 1 1
## 3690 980 15 1.06 0 0.78182 3.17 96 30.2839108 0 1
## 3691 1280 14 3.21 0 0.93939 3.17 99 31.2302837 0 1
## 3692 1230 17 3.05 0 0.95238 3.17 14 4.4164038 1 1
## 3693 1060 74 2.17 0 0.85965 3.29 150 45.5927048 0 1
## 3694 1200 15 3.40 0 1.10526 3.17 17 5.3627758 1 1
## 3695 1200 104 3.18 0 0.71429 3.08 15 4.8701301 1 1
## 3696 780 18 0.72 0 0.90244 3.22 104 32.2981377 0 1
## 3697 1140 61 2.78 0 0.86885 3.29 84 25.5319157 0 1
## 3698 1100 51 2.86 0 0.71875 2.95 19 6.4406781 1 1
## 3699 780 15 1.60 0 1.43750 3.33 253 75.9759750 1 1
## 3700 1050 99 3.55 0 0.98113 3.08 11 3.5714285 0 1
## 3701 1080 48 3.87 0 0.96364 2.95 10 3.3898306 1 1
## 3702 1040 45 2.93 0 0.85714 2.95 39 13.2203388 0 1
## 3703 1250 111 3.54 0 1.11864 3.08 23 7.4675326 1 1
## 3704 1130 89 3.52 0 0.79365 3.08 18 5.8441558 0 1
## 3705 750 16 2.31 0 0.66667 3.17 100 31.5457420 1 1
## 3706 880 17 2.17 0 0.91304 3.17 84 26.4984226 0 1
## 3707 1040 114 3.76 0 0.92593 3.08 36 11.6883116 1 1
## 3708 1070 16 3.06 0 0.72581 3.17 43 13.5646687 1 1
## 3709 910 78 2.85 0 0.78431 3.08 118 38.3116875 1 1
## 3710 840 16 2.12 0 0.86667 3.17 92 29.0220814 0 1
## 3711 1290 16 3.62 0 0.92537 3.17 32 10.0946369 0 1
## 3712 1030 64 2.95 0 0.90741 2.14 25 11.6822433 1 1
## 3713 1310 87 3.13 0 0.95522 2.14 2 0.9345794 0 1
## 3714 1180 19 4.00 0 0.81538 2.50 11 4.4000001 0 1
## 3715 960 15 3.06 0 0.88235 2.50 22 8.8000002 1 1
## 3716 970 15 2.80 0 0.90196 2.50 13 5.1999998 1 1
## 3717 1020 15 1.93 0 0.82143 1.32 42 31.8181820 0 1
## 3718 940 76 2.72 0 1.29268 2.14 15 7.0093460 1 0
## 3719 850 74 2.52 0 1.17949 2.14 28 13.0841122 1 1
## 3720 1090 51 2.39 0 0.81667 2.44 27 11.0655737 0 1
## 3721 980 17 2.35 0 0.68966 2.50 12 4.8000002 0 1
## 3722 1050 42 1.54 0 0.90909 2.44 4 1.6393442 0 1
## 3723 1400 17 3.76 0 0.86667 2.50 2 0.8000000 0 1
## 3724 1130 17 3.58 0 0.79365 2.56 55 21.4843750 0 1
## 3725 1150 76 2.89 0 0.91667 2.14 30 14.0186920 0 1
## 3726 870 72 2.66 0 1.17500 2.22 114 51.3513527 1 1
## 3727 1110 76 2.63 0 0.91379 2.14 11 5.1401868 0 1
## 3728 1260 45 2.02 0 0.70270 2.44 22 9.0163937 0 1
## 3729 1030 14 2.00 0 0.87273 2.96 45 15.2027025 0 1
## 3730 1170 49 3.36 0 0.85714 2.66 4 1.5037594 1 1
## 3731 1030 13 2.92 0 0.94340 2.96 33 11.1486483 1 1
## 3732 1140 50 3.28 0 0.90000 2.66 14 5.2631578 0 1
## 3733 1120 52 3.19 0 0.96491 2.66 1 0.3759398 1 1
## 3734 1160 44 3.04 0 0.84127 2.66 6 2.2556391 1 1
## 3735 1170 51 2.70 0 0.74627 2.66 15 5.6390977 0 1
## 3736 850 17 2.88 0 0.77083 2.96 11 3.7162163 1 1
## 3737 1090 16 2.56 0 0.87931 2.96 38 12.8378382 1 1
## 3738 1100 48 3.58 0 0.77419 2.66 2 0.7518797 1 1
## 3739 1110 50 3.58 0 0.79032 2.66 3 1.1278195 1 1
## 3740 1130 49 2.77 0 0.76563 2.66 5 1.8796992 1 1
## 3741 990 47 1.61 0 1.02041 0.89 21 23.5955048 1 0
## 3742 1140 16 2.56 0 0.72727 1.01 1 0.9900990 0 1
## 3743 860 35 2.94 0 0.79167 0.89 1 1.1235955 0 1
## 3744 1090 85 2.98 0 0.94643 0.86 2 2.3255813 1 1
## 3745 1210 16 4.00 0 0.89063 1.90 14 7.3684211 1 1
## 3746 870 14 2.35 0 0.85106 1.81 36 19.8895035 1 1
## 3747 1360 71 3.29 0 0.70000 1.72 6 3.4883721 0 1
## 3748 1020 16 3.06 0 0.67213 1.81 15 8.2872925 1 1
## 3749 960 81 3.08 0 0.71429 1.72 13 7.5581393 1 1
## 3750 990 105 2.44 0 0.67797 1.72 7 4.0697675 0 1
## 3751 1000 90 3.18 0 0.69492 1.72 14 8.1395350 0 1
## 3752 910 51 2.82 0 0.89583 1.61 5 3.1055901 1 1
## 3753 810 12 0.66 0 1.02500 1.61 72 44.7204971 1 1
## 3754 1380 15 4.00 0 0.76923 1.81 1 0.5524862 0 0
## 3755 1130 40 3.72 0 0.94828 1.61 6 3.7267082 1 1
## 3756 1010 46 2.04 0 1.10417 1.67 110 65.8682632 0 1
## 3757 960 41 2.39 0 0.81132 1.61 8 4.9689441 1 1
## 3758 1160 120 2.32 0 0.75758 1.72 11 6.3953490 0 1
## 3759 1060 110 2.28 0 0.68254 1.72 13 7.5581393 0 1
## 3760 940 117 3.50 0 0.91837 1.72 17 9.8837214 1 1
## 3761 1210 47 2.72 0 0.92063 1.61 12 7.4534163 0 1
## 3762 960 45 2.15 0 0.92000 1.61 29 18.0124226 0 1
## 3763 910 14 2.42 0 0.89583 1.81 53 29.2817688 0 1
## 3764 1090 90 3.24 0 0.78689 1.72 2 1.1627907 0 1
## 3765 940 50 2.72 0 0.84314 1.61 35 21.7391300 1 1
## 3766 930 54 2.64 0 0.69091 1.61 4 2.4844720 1 1
## 3767 1460 13 4.00 0 0.94667 1.81 2 1.1049724 0 1
## 3768 1440 14 3.50 0 1.02817 1.81 4 2.2099447 1 1
## 3769 1120 47 2.91 0 0.93103 1.61 10 6.2111802 0 1
## 3770 1040 32 1.71 0 0.76271 1.61 11 6.8322983 1 0
## 3771 670 18 2.83 0 0.86111 1.90 63 33.1578941 1 1
## 3772 930 17 0.35 0 1.16279 1.81 96 53.0386734 0 1
## 3773 1130 105 3.82 0 0.91525 1.72 1 0.5813953 0 1
## 3774 1200 15 2.40 0 0.71429 1.81 26 14.3646412 0 1
## 3775 1090 13 2.23 0 0.84746 1.81 21 11.6022100 0 1
## 3776 960 81 3.35 0 0.88235 1.72 10 5.8139534 1 1
## 3777 950 13 1.46 0 0.79245 1.81 79 43.6464081 0 1
## 3778 940 79 2.89 0 0.80769 1.72 2 1.1627907 1 0
## 3779 800 117 2.25 0 0.86047 1.72 29 16.8604660 0 1
## 3780 1100 42 3.14 0 0.83333 1.61 2 1.2422360 0 1
## 3781 860 14 2.21 0 0.86957 1.81 52 28.7292824 0 1
## 3782 860 51 3.05 0 0.72000 1.61 16 9.9378881 1 1
## 3783 940 56 2.98 0 0.59322 1.72 17 9.8837214 0 1
## 3784 1150 41 1.56 0 0.79688 1.61 30 18.6335411 0 1
## 3785 940 94 2.39 0 0.91837 1.80 76 42.2222214 0 1
## 3786 830 18 1.50 0 1.30556 3.18 36 11.3207550 1 1
## 3787 990 112 3.21 0 0.98000 0.33 7 21.2121220 1 1
## 3788 1100 77 1.88 0 0.83333 0.37 7 18.9189186 0 1
## 3789 1100 108 2.57 0 0.96429 0.33 21 63.6363640 0 1
## 3790 1210 82 2.40 0 0.83333 0.37 7 18.9189186 1 1
## 3791 1020 38 2.36 0 0.78947 2.92 52 17.8082199 0 1
## 3792 920 13 0.46 0 0.80392 3.18 99 31.1320763 1 0
## 3793 1000 89 1.92 0 0.78571 3.05 5 1.6393442 1 0
## 3794 950 14 2.85 0 0.90000 3.18 19 5.9748425 1 1
## 3795 950 48 2.77 0 0.69643 2.92 30 10.2739725 0 1
## 3796 1160 42 2.69 0 0.93333 2.92 13 4.4520550 1 1
## 3797 1140 24 2.62 0 0.65217 2.92 36 12.3287668 0 1
## 3798 930 44 2.06 0 1.11364 2.92 6 2.0547945 0 0
## 3799 900 13 1.30 0 0.83673 0.86 19 22.0930233 0 0
## 3800 900 12 2.91 0 0.91489 0.86 2 2.3255813 1 1
## 3801 700 117 2.35 0 0.70732 0.88 13 14.7727270 1 1
## 3802 1000 47 3.48 0 1.04082 3.29 8 2.4316111 0 1
## 3803 860 17 2.29 0 0.75510 3.25 24 7.3846154 1 1
## 3804 1060 95 3.73 0 0.82759 3.30 12 3.6363637 1 1
## 3805 1010 50 2.72 0 0.94231 3.29 22 6.6869302 0 1
## 3806 830 51 2.96 0 0.93023 3.29 17 5.1671734 1 1
## 3807 1020 82 1.96 0 0.75862 3.30 93 28.1818180 0 1
## 3808 1060 110 3.46 0 0.79661 3.55 13 3.6619718 0 1
## 3809 840 20 2.30 0 0.90909 3.25 107 32.9230766 0 1
## 3810 890 17 2.94 0 1.06977 1.54 31 20.1298695 1 1
## 3811 1060 17 3.00 0 1.25532 1.54 8 5.1948051 1 1
## 3812 1330 16 3.18 0 0.98507 1.54 1 0.6493506 1 1
## 3813 800 14 1.07 0 0.95122 1.54 25 16.2337666 1 1
## 3814 1170 14 1.42 0 0.85714 1.60 23 14.3750000 1 1
## 3815 780 11 1.90 0 0.77273 1.85 41 22.1621628 1 1
## 3816 840 10 1.80 0 0.78723 1.85 46 24.8648643 0 1
## 3817 1020 16 2.43 0 0.88889 1.54 10 6.4935064 1 1
## 3818 1170 85 3.82 0 0.77273 1.60 21 13.1250000 0 1
## 3819 990 40 2.50 0 1.10638 1.77 7 3.9548023 1 1
## 3820 1090 14 2.71 0 1.53488 0.99 74 74.7474747 1 1
## 3821 1000 108 2.37 0 0.88679 1.69 23 13.6094675 1 1
## 3822 1070 80 2.56 0 0.87719 1.60 11 6.8750000 0 1
## 3823 880 14 2.00 0 1.04651 1.54 11 7.1428571 1 0
## 3824 850 12 1.75 0 0.54545 1.85 69 37.2972984 0 1
## 3825 1060 46 1.73 0 0.73770 1.77 51 28.8135586 0 1
## 3826 810 86 2.55 0 0.80000 1.76 27 15.3409090 1 1
## 3827 950 82 2.17 0 0.69643 1.60 20 12.5000000 0 1
## 3828 970 13 2.23 0 0.97959 1.62 35 21.6049385 1 1
## 3829 1000 28 2.28 0 0.96078 1.60 34 21.2500000 0 1
## 3830 760 13 1.69 0 0.90000 1.54 8 5.1948051 1 1
## 3831 900 112 2.55 0 1.14286 1.69 8 4.7337279 0 1
## 3832 1040 81 2.35 0 0.82456 1.63 4 2.4539878 0 1
## 3833 1000 14 2.14 1 0.81818 1.54 5 3.2467532 1 0
## 3834 1380 11 3.63 0 1.09091 1.69 70 41.4201202 0 1
## 3835 870 83 2.44 0 0.74000 1.39 5 3.5971222 0 1
## 3836 920 114 3.47 0 1.19048 1.42 5 3.5211267 1 1
## 3837 920 120 2.64 0 0.73585 1.42 11 7.7464790 1 1
## 3838 880 84 2.71 0 0.79592 1.39 5 3.5971222 0 1
## 3839 1050 87 3.36 0 0.84211 1.39 1 0.7194245 0 1
## 3840 1020 111 2.81 0 0.75862 1.42 8 5.6338029 0 1
## 3841 1020 83 2.98 0 0.82143 1.39 2 1.4388490 0 1
## 3842 950 15 2.26 0 0.90000 1.43 40 27.9720287 0 1
## 3843 1240 13 1.76 0 0.93750 1.51 19 12.5827818 0 1
## 3844 1030 95 2.73 0 0.94340 1.39 2 1.4388490 1 1
## 3845 920 13 1.46 0 1.09091 0.56 4 7.1428571 0 0
## 3846 790 45 3.06 0 0.97500 0.32 7 21.8750000 1 1
## 3847 810 15 1.80 0 1.25000 0.41 18 43.9024391 0 1
## 3848 920 76 2.48 0 0.73585 0.41 5 12.1951218 0 1
## 3849 860 124 2.18 0 0.91111 0.26 10 38.4615402 0 1
## 3850 1040 14 2.42 0 1.00000 0.31 6 19.3548393 0 1
## 3851 940 119 3.10 0 1.23810 0.26 3 11.5384617 1 1
## 3852 940 17 1.58 0 1.23810 0.35 8 22.8571434 0 1
## 3853 940 42 1.71 0 0.74074 0.32 13 40.6250000 0 1
## 3854 890 51 1.62 0 0.81633 0.32 15 46.8750000 0 1
## 3855 1120 75 2.69 0 1.28571 0.41 8 19.5121956 0 1
## 3856 890 73 2.15 0 1.02273 1.88 1 0.5319149 1 0
## 3857 830 67 1.74 0 1.02439 2.07 5 2.4154589 0 0
## 3858 870 19 1.84 0 1.12195 2.17 14 6.4516129 0 0
## 3859 780 66 2.31 0 0.73333 1.88 10 5.3191490 0 0
## 3860 980 69 2.14 0 0.81481 1.88 25 13.2978725 1 1
## 3861 1040 13 2.84 0 0.96226 2.17 9 4.1474652 0 1
## 3862 940 42 2.35 0 0.67857 2.06 4 1.9417475 1 1
## 3863 1110 80 2.17 0 0.88136 2.07 4 1.9323672 0 1
## 3864 860 99 2.26 0 0.86957 1.60 12 7.5000000 0 0
## 3865 1070 108 2.66 0 1.01887 1.60 13 8.1250000 0 1
## 3866 890 15 2.60 0 0.74510 1.71 11 6.4327483 1 1
## 3867 1020 18 4.00 0 0.82143 1.71 1 0.5847953 0 1
## 3868 900 92 2.10 1 0.80000 1.49 38 25.5033550 0 1
## 3869 1350 44 3.84 0 0.87500 1.33 3 2.2556391 0 1
## 3870 1260 14 3.42 0 0.93846 1.71 2 1.1695906 0 1
## 3871 860 47 3.34 0 0.82979 0.72 1 1.3888888 1 0
## 3872 830 78 2.88 0 0.76596 1.96 44 22.4489803 0 1
## 3873 960 18 2.66 0 0.77778 2.30 37 16.0869560 0 1
## 3874 930 87 2.09 0 0.78846 1.96 38 19.3877544 0 1
## 3875 1050 17 3.64 0 0.81034 2.32 5 2.1551723 0 1
## 3876 920 130 3.13 0 1.04444 1.88 47 25.0000000 1 1
## 3877 950 85 2.37 0 0.69643 1.96 19 9.6938772 1 1
## 3878 1070 106 2.09 0 0.94545 1.88 18 9.5744677 0 1
## 3879 1060 17 3.17 0 0.76667 2.32 8 3.4482758 1 1
## 3880 1000 16 3.43 0 0.92308 2.30 11 4.7826085 1 1
## 3881 1010 76 1.94 0 0.80357 1.96 60 30.6122456 0 1
## 3882 1230 14 0.21 0 0.86364 3.10 91 29.3548393 1 1
## 3883 1190 17 2.76 0 0.80303 3.09 29 9.3851137 1 1
## 3884 920 44 2.20 0 0.91667 2.54 55 21.6535435 0 1
## 3885 710 15 1.86 1 0.86842 2.58 129 50.0000000 1 0
## 3886 1170 56 3.66 0 0.80000 2.50 17 6.8000002 1 1
## 3887 1020 16 3.62 0 0.88889 0.84 14 16.6666660 1 1
## 3888 1010 14 2.71 0 0.98039 0.10 5 50.0000000 0 1
## 3889 920 15 1.53 0 0.70370 0.10 6 60.0000000 0 1
## 3890 1010 85 2.97 0 0.90566 3.13 13 4.1533546 1 1
## 3891 1080 70 2.21 0 1.07692 3.13 22 7.0287538 1 1
## 3892 1260 125 3.71 0 0.85294 2.11 16 7.5829382 0 1
## 3893 1020 104 3.18 1 0.75862 5.60 32 5.7142859 1 1
## 3894 1210 51 3.64 0 0.89063 5.40 111 20.5555553 0 1
## 3895 870 49 2.36 0 1.02326 3.22 73 22.6708069 1 1
## 3896 1280 64 3.68 0 1.06452 3.02 9 2.9801323 0 1
## 3897 980 103 2.20 1 0.96000 2.99 42 14.0468225 0 1
## 3898 1150 84 3.22 0 0.66667 1.92 3 1.5625000 1 1
## 3899 1160 73 2.12 0 1.07143 3.57 50 14.0056019 1 1
## 3900 1080 17 2.17 0 0.83051 3.93 79 20.1017818 0 1
## 3901 1080 16 2.43 0 0.89474 3.37 62 18.3976269 1 1
## 3902 930 41 1.95 0 0.69091 3.10 114 36.7741928 0 1
## 3903 880 51 2.96 0 0.91304 3.10 84 27.0967751 0 1
## 3904 1400 14 4.00 0 0.79487 3.60 7 1.9444444 0 1
## 3905 1020 46 3.67 0 1.08163 3.47 55 15.8501444 1 1
## 3906 1160 12 3.75 0 0.61111 3.60 19 5.2777777 0 1
## 3907 1100 16 4.00 0 0.83333 3.60 13 3.6111112 1 1
## 3908 1070 92 2.52 0 0.98148 3.78 164 43.3862419 1 1
## 3909 1390 16 1.81 0 0.87838 3.60 174 48.3333321 0 1
## 3910 940 47 2.76 0 1.00000 3.47 84 24.2074928 1 1
## 3911 990 16 3.18 0 0.70690 3.60 54 15.0000000 1 1
## 3912 990 46 3.21 0 0.94118 3.47 68 19.5965424 1 1
## 3913 1410 17 3.82 0 0.90541 4.34 27 6.2211981 0 1
## 3914 1120 48 2.33 0 0.86667 2.91 109 37.4570465 0 1
## 3915 1120 50 2.68 0 0.89831 2.91 34 11.6838484 1 1
## 3916 1000 78 2.74 0 1.00000 3.10 22 7.0967741 1 1
## 3917 1340 81 3.60 0 0.91429 3.10 1 0.3225806 1 1
## 3918 1180 17 2.64 0 0.73529 3.53 89 25.2124653 0 1
## 3919 1170 116 3.69 0 0.85714 2.13 12 5.6338029 1 1
## 3920 960 112 2.98 1 0.95918 0.10 1 10.0000000 1 1
## 3921 1090 86 2.69 0 0.91228 2.02 13 6.4356437 1 1
## 3922 1180 113 3.76 0 0.93443 1.94 5 2.5773196 1 1
## 3923 1160 80 3.96 0 0.93333 1.99 5 2.5125628 1 1
## 3924 990 16 3.06 0 0.80000 2.49 42 16.8674698 1 1
## 3925 1330 86 3.52 0 1.04615 3.05 7 2.2950819 1 1
## 3926 1240 106 2.21 0 0.79710 3.33 27 8.1081085 0 1
## 3927 1080 51 3.17 0 0.89474 0.77 55 71.4285736 1 1
## 3928 1160 80 3.75 0 0.93333 2.62 33 12.5954199 1 1
## 3929 1180 47 3.61 0 0.90323 2.62 20 7.6335878 0 1
## 3930 1330 77 3.12 0 0.92754 3.77 46 12.2015915 1 1
## 3931 1280 122 3.12 0 0.85507 3.61 138 38.2271461 0 1
## 3932 910 40 2.10 0 0.89583 3.66 208 56.8306007 0 1
## 3933 1110 120 2.90 0 0.81967 3.61 75 20.7756233 0 1
## 3934 920 16 2.31 0 0.80392 5.66 53 9.3639574 0 1
## 3935 1100 48 2.50 1 0.80328 7.42 31 4.1778975 0 1
## 3936 850 50 3.12 0 0.84783 6.90 94 13.6231880 1 1
## 3937 990 17 2.05 0 0.86792 2.16 77 35.6481476 0 1
## 3938 1020 16 2.56 0 1.21739 5.32 139 26.1278191 1 1
## 3939 1190 84 2.85 0 0.80303 3.39 42 12.3893805 0 1
## 3940 1060 86 3.40 0 1.16327 4.00 146 36.5000000 0 1
## 3941 850 17 2.41 0 0.88889 7.46 145 19.4369965 1 1
## 3942 960 79 2.91 0 0.92000 0.10 2 20.0000000 0 1
## 3943 1120 95 2.43 0 0.72308 2.60 26 10.0000000 0 1
## 3944 1020 16 1.81 0 0.82143 6.40 236 36.8750000 0 1
## 3945 1150 15 3.66 0 0.71642 4.21 20 4.7505937 1 1
## 3946 1130 64 2.35 0 0.73846 5.45 30 5.5045872 0 1
## 3947 990 81 2.34 0 0.83333 1.28 25 19.5312500 1 1
## 3948 1100 49 3.14 0 0.92982 2.01 56 27.8606968 1 1
## 3949 920 47 1.93 0 0.95745 5.32 138 25.9398499 1 1
## 3950 1090 48 1.81 0 0.81667 5.32 213 40.0375938 1 1
## 3951 970 48 2.58 0 0.90196 5.32 67 12.5939846 1 1
## 3952 1020 50 2.34 0 0.67213 5.32 93 17.4812031 0 1
## 3953 1000 47 3.04 0 0.96078 5.32 84 15.7894735 1 1
## 3954 990 16 2.81 0 0.86792 4.56 100 21.9298248 1 1
## 3955 770 88 2.45 1 0.75000 3.96 197 49.7474747 1 0
## 3956 860 16 2.12 1 0.72000 3.73 264 70.7774811 0 1
## 3957 1030 39 1.92 0 1.06000 3.99 142 35.5889740 0 1
## 3958 990 18 3.55 0 0.80000 4.46 184 41.2556038 0 1
## 3959 910 109 2.48 0 0.75000 3.68 113 30.7065220 0 1
## 3960 1010 115 3.40 0 0.74138 0.60 39 65.0000000 0 1
## 3961 950 41 2.12 0 0.97917 6.66 236 35.4354362 1 1
## 3962 1150 105 2.45 0 0.94915 8.10 118 14.5679016 0 1
## 3963 1090 15 1.86 0 0.91228 3.21 77 23.9875393 1 1
## 3964 1120 72 2.05 0 1.03636 1.11 33 29.7297306 0 1
## 3965 1150 18 2.27 0 0.76923 2.07 67 32.3671494 0 1
## 3966 1000 106 2.44 0 0.69492 3.66 135 36.8852463 0 1
## 3967 1030 16 3.62 0 0.87273 3.85 124 32.2077904 0 1
## 3968 1150 81 2.71 0 0.69118 3.77 70 18.5676384 1 1
## 3969 1170 48 3.10 0 0.82813 2.06 5 2.4271846 0 1
## 3970 1080 17 2.52 0 0.68750 2.80 90 32.1428566 0 1
## 3971 1030 77 2.66 0 1.01961 1.44 6 4.1666665 1 1
## 3972 1250 57 3.71 0 0.81159 1.91 3 1.5706806 0 1
## 3973 1090 55 2.65 0 0.65152 8.12 216 26.6009846 0 1
## 3974 1010 78 2.53 0 0.83636 7.49 264 35.2469978 1 1
## 3975 1020 11 1.63 0 0.75862 8.82 376 42.6303864 0 1
## 3976 1160 41 2.43 0 0.78462 8.12 186 22.9064045 1 1
## 3977 890 14 2.85 0 0.81633 8.82 283 32.0861664 1 1
## 3978 1050 44 1.93 0 0.81034 8.12 421 51.8472900 1 1
## 3979 1000 49 1.91 0 0.85185 8.12 351 43.2266006 0 1
## 3980 950 43 2.60 0 0.86275 8.12 279 34.3596077 1 1
## 3981 1150 17 2.82 0 0.88525 6.24 242 38.7820511 1 1
## 3982 1050 17 3.11 0 0.69355 6.24 118 18.9102573 1 1
## 3983 1210 52 3.73 0 1.01667 4.90 63 12.8571424 0 1
## 3984 980 48 2.41 0 0.92157 0.43 27 62.7906990 1 1
## 3985 950 49 2.38 0 0.79245 3.06 54 17.6470585 1 1
## 3986 980 16 3.56 0 0.68966 3.26 23 7.0552149 1 1
## 3987 1270 48 2.39 0 0.71622 1.02 5 4.9019608 1 1
## 3988 1030 43 2.13 0 0.94340 2.13 71 33.3333321 1 1
## 3989 1390 17 4.00 0 0.90411 2.38 2 0.8403361 0 1
## 3990 1230 81 3.87 0 0.92188 2.19 6 2.7397261 0 1
## 3991 990 83 1.95 0 0.86792 2.45 79 32.2448997 0 1
## 3992 1030 97 2.44 0 0.87273 3.01 15 4.9833889 1 1
## 3993 900 9 3.33 0 0.87500 5.54 221 39.8916969 1 1
## 3994 1070 16 3.06 0 0.75410 5.54 144 25.9927807 1 1
## 3995 920 17 3.64 0 0.80392 5.54 130 23.4657040 0 1
## 3996 1070 45 1.55 0 0.81356 5.22 234 44.8275871 0 1
## 3997 1080 113 3.65 0 0.83051 7.01 126 17.9743233 1 1
## 3998 990 14 1.71 0 0.65000 9.26 385 41.5766754 0 1
## 3999 1020 103 2.24 0 0.64516 7.01 357 50.9272461 0 1
## 4000 980 51 2.76 0 0.84906 7.76 140 18.0412369 0 1
## 4001 1120 87 1.88 0 0.86667 7.18 312 43.4540405 0 1
## 4002 1070 15 1.33 1 0.94545 3.61 182 50.4155121 0 1
## 4003 960 47 2.72 0 0.65517 3.02 42 13.9072847 1 1
## 4004 1070 16 2.68 0 1.01887 3.50 65 18.5714283 1 1
## 4005 950 101 2.29 0 0.86275 2.89 55 19.0311413 0 0
## 4006 1000 53 1.52 0 0.96078 3.21 134 41.7445488 1 1
## 4007 1020 76 2.27 0 0.67213 1.63 28 17.1779137 0 1
## 4008 1350 50 3.16 0 0.92857 1.66 1 0.6024097 0 1
## 4009 980 45 2.08 0 1.04167 2.27 16 7.0484581 0 1
## 4010 1220 17 3.23 0 0.84848 3.00 14 4.6666665 0 1
## 4011 1000 44 2.06 0 1.04082 1.66 41 24.6987953 1 1
## 4012 1210 95 3.53 0 0.89063 4.67 26 5.5674520 1 1
## 4013 980 49 2.16 0 1.17778 5.89 150 25.4668922 1 1
## 4014 850 15 1.73 1 0.88889 2.24 191 85.2678604 1 0
## 4015 890 80 2.18 0 0.74510 3.77 194 51.4588852 1 1
## 4016 930 40 2.27 0 0.97872 0.60 25 41.6666679 0 1
## 4017 1000 43 2.62 0 1.22222 2.51 91 36.2549782 1 1
## 4018 920 14 2.07 0 1.00000 2.47 28 11.3360319 1 1
## 4019 990 46 2.56 0 1.20000 4.81 66 13.7214136 1 1
## 4020 1070 55 3.25 1 0.94545 4.81 33 6.8607068 1 0
## 4021 940 42 1.90 0 0.67857 4.52 118 26.1061954 0 1
## 4022 1220 16 3.81 0 1.06780 2.13 7 3.2863851 1 1
## 4023 1120 89 3.50 0 0.72308 2.28 10 4.3859649 1 1
## 4024 920 17 1.58 0 0.73585 1.30 27 20.7692299 1 1
## 4025 1230 77 2.76 0 0.75714 5.07 351 69.2307663 0 1
## 4026 1190 17 2.35 0 0.91935 4.47 155 34.6756134 1 1
## 4027 1120 18 2.94 0 0.96491 4.62 222 48.0519485 1 1
## 4028 1030 44 3.34 0 0.98077 5.58 192 34.4086037 0 1
## 4029 1000 40 2.57 0 0.85185 5.58 333 59.6774178 0 1
## 4030 1010 18 1.72 0 0.68333 4.26 252 59.1549301 0 1
## 4031 1010 24 2.04 0 1.06122 0.10 7 70.0000000 1 1
## 4032 1160 48 1.85 0 0.93333 4.02 100 24.8756218 1 1
## 4033 1000 45 1.93 0 0.88679 4.02 169 42.0398026 1 1
## 4034 1180 74 3.67 0 0.87302 3.03 82 27.0627060 0 1
## 4035 1010 49 3.26 0 0.94231 4.02 72 17.9104481 1 1
## 4036 1110 102 2.26 0 0.88136 0.04 3 75.0000000 0 1
## 4037 990 44 1.95 1 0.62295 5.00 73 14.6000004 0 1
## 4038 710 42 1.95 1 1.21875 4.56 182 39.9122810 1 0
## 4039 1090 47 1.61 0 0.87931 1.04 13 12.5000000 1 1
## 4040 1060 107 3.85 0 0.96296 1.55 5 3.2258065 1 1
## 4041 980 48 2.27 0 0.71930 2.16 6 2.7777777 0 1
## 4042 980 15 1.53 0 0.71930 2.30 139 60.4347839 0 1
## 4043 1040 45 2.82 0 1.03922 2.30 41 17.8260860 0 1
## 4044 1040 47 2.42 0 1.03922 1.22 45 36.8852463 0 1
## 4045 1210 53 3.88 0 1.05085 1.22 2 1.6393442 1 1
## 4046 1020 42 2.92 0 1.08163 5.51 77 13.9745913 1 1
## 4047 890 46 2.26 0 0.93478 5.51 226 41.0163345 1 1
## 4048 960 58 2.63 0 0.77778 4.72 38 8.0508471 0 1
## 4049 1090 41 2.12 0 0.75806 0.10 2 20.0000000 0 1
## 4050 1110 42 1.92 0 0.79032 2.97 160 53.8720551 0 1
## 4051 1150 77 3.06 0 0.82540 2.84 37 13.0281687 1 1
## 4052 950 47 2.87 0 0.79245 3.38 49 14.4970417 1 1
## 4053 950 15 2.60 0 0.61017 0.10 2 20.0000000 0 1
## 4054 1030 116 2.60 0 0.77586 2.40 15 6.2500000 1 1
## 4055 1360 53 3.86 0 0.94286 4.74 6 1.2658228 1 1
## 4056 1280 18 4.00 0 0.72973 0.49 12 24.4897957 1 1
## 4057 980 37 2.05 0 0.92157 0.40 36 90.0000000 0 1
## 4058 950 16 3.62 0 0.97917 4.87 67 13.7577000 1 1
## 4059 890 16 1.75 0 0.85417 0.49 10 20.4081631 0 1
## 4060 900 116 2.24 0 0.76471 0.56 7 12.5000000 0 1
## 4061 1230 17 3.29 0 0.83582 4.08 92 22.5490189 1 1
## 4062 910 44 2.77 0 0.82000 3.96 65 16.4141407 1 1
## 4063 950 48 2.33 0 0.55738 4.04 64 15.8415842 0 1
## 4064 1080 49 2.93 0 0.80000 7.18 295 41.0863495 0 1
## 4065 1140 106 2.12 0 0.83871 5.82 218 37.4570465 0 1
## 4066 1180 101 1.90 0 0.76119 5.82 386 66.3230209 0 1
## 4067 1030 44 2.81 0 1.01961 7.18 334 46.5181046 0 1
## 4068 990 44 2.59 0 0.76786 7.18 301 41.9220047 1 1
## 4069 1050 63 1.68 0 0.77966 6.31 325 51.5055466 0 1
## 4070 1070 82 2.90 0 0.72581 5.82 273 46.9072151 0 1
## 4071 1150 17 3.00 0 0.76923 5.35 171 31.9626160 1 1
## 4072 1140 16 2.25 0 0.90000 5.35 238 44.4859810 0 1
## 4073 1200 51 2.86 0 0.96721 7.18 187 26.0445690 1 1
## 4074 940 48 3.37 0 0.84314 7.18 99 13.7883005 1 1
## 4075 880 76 2.31 0 0.95556 1.60 85 53.1250000 0 1
## 4076 880 17 1.82 0 0.83333 3.05 65 21.3114758 0 1
## 4077 1080 37 0.86 0 1.11765 0.33 24 72.7272720 1 1
## 4078 980 13 2.53 0 0.88462 5.37 220 40.9683418 1 1
## 4079 1170 16 2.87 0 0.91803 5.37 249 46.3687134 0 1
## 4080 970 17 3.05 0 0.83019 5.37 172 32.0297966 1 1
## 4081 1030 65 2.13 0 0.87273 6.15 330 53.6585350 0 1
## 4082 1230 17 4.00 0 1.01639 5.57 78 14.0035906 0 1
## 4083 910 101 2.01 1 0.82000 5.95 448 75.2941208 0 1
## 4084 1190 18 3.05 0 1.12500 5.57 108 19.3895874 1 1
## 4085 1090 128 2.44 0 0.75806 5.95 205 34.4537811 1 1
## 4086 970 77 3.07 0 0.86538 0.10 3 30.0000000 1 1
## 4087 1020 75 2.57 1 0.88889 0.10 1 10.0000000 0 1
## 4088 860 13 0.92 1 0.65385 5.09 315 61.8860512 0 1
## 4089 1000 23 2.78 0 0.72414 5.42 214 39.4833946 0 0
## 4090 970 12 1.83 0 0.86538 5.09 260 51.0805511 0 1
## 4091 1150 62 3.25 0 0.69118 6.40 126 19.6875000 1 1
## 4092 880 114 2.78 0 0.95556 5.94 218 36.7003365 1 1
## 4093 1130 54 2.62 0 0.82258 5.67 91 16.0493832 0 1
## 4094 950 16 1.43 0 1.20930 0.44 5 11.3636360 0 1
## 4095 1000 17 2.47 0 0.78571 1.89 42 22.2222214 0 1
## 4096 1130 18 2.44 0 1.05455 0.70 25 35.7142868 0 1
## 4097 860 119 2.77 0 1.09756 3.27 103 31.4984703 0 1
## 4098 980 80 2.87 0 0.88462 0.63 26 41.2698402 0 1
## 4099 910 18 2.77 1 0.62500 0.69 12 17.3913040 1 0
## 4100 1010 51 1.76 0 0.71186 5.53 117 21.1573238 1 1
## 4101 1060 82 2.39 0 0.70968 5.95 68 11.4285717 0 1
## 4102 700 69 2.13 1 0.66667 6.25 202 32.3199997 0 0
## 4103 1010 13 3.07 0 1.14894 4.06 41 10.0985222 1 1
## 4104 940 44 2.81 0 1.04348 2.31 71 30.7359314 1 1
## 4105 1110 78 3.16 0 0.85000 2.68 29 10.8208952 0 1
## 4106 1180 122 3.17 0 0.76119 3.08 28 9.0909090 1 1
## 4107 1030 16 3.37 0 0.83929 4.48 29 6.4732141 0 1
## 4108 1150 116 2.93 0 1.01754 2.49 14 5.6224899 1 1
## 4109 880 78 2.37 0 0.95556 1.38 22 15.9420290 1 1
## 4110 1210 44 2.20 0 0.77941 0.10 3 30.0000000 0 1
## 4111 1050 108 3.54 0 0.75000 0.10 2 20.0000000 1 1
## 4112 1090 113 3.10 0 0.84746 0.10 3 30.0000000 1 1
## 4113 1020 95 3.51 0 0.78947 2.16 7 3.2407408 1 1
## 4114 1090 123 3.73 0 0.91228 3.28 16 4.8780489 0 1
## 4115 890 90 2.00 0 0.89362 1.35 6 4.4444447 0 0
## 4116 1260 51 3.35 0 0.85294 3.83 21 5.4830289 1 1
## 4117 1090 110 2.66 0 0.70313 6.39 50 7.8247261 1 1
## 4118 980 111 2.88 0 0.84906 6.39 48 7.5117369 1 1
## 4119 1230 118 2.67 0 0.78261 6.39 114 17.8403759 0 1
## 4120 1330 125 3.77 0 0.77333 2.12 2 0.9433962 0 1
## 4121 1000 77 3.06 0 0.96078 3.38 33 9.7633133 1 1
## 4122 1180 81 3.56 0 0.81538 1.15 5 4.3478260 0 1
## 4123 1010 42 2.35 1 0.83636 3.22 168 52.1739120 0 1
## 4124 850 15 2.40 0 0.97674 0.96 48 50.0000000 0 0
## 4125 1200 17 3.17 0 0.81818 1.57 24 15.2866240 1 1
## 4126 1260 92 3.77 0 0.82609 0.99 2 2.0202019 0 1
## 4127 950 13 2.30 0 0.75926 3.22 57 17.7018642 0 1
## 4128 1120 16 2.50 0 0.96491 0.42 1 2.3809524 0 1
## 4129 1000 18 2.33 0 1.00000 1.41 25 17.7304974 1 1
## 4130 1020 75 1.97 0 0.92453 1.00 41 41.0000000 1 1
## 4131 1180 47 3.36 0 1.07018 2.30 20 8.6956520 1 1
## 4132 1150 18 3.00 0 0.71642 2.38 11 4.6218486 0 1
## 4133 990 49 2.24 0 1.02041 2.33 89 38.1974258 1 1
## 4134 900 50 2.46 0 0.95652 0.10 2 20.0000000 1 1
## 4135 1340 62 4.00 0 0.94203 0.45 1 2.2222223 0 1
## 4136 980 12 2.83 0 0.68966 0.35 23 65.7142868 1 1
## 4137 1420 128 3.94 0 0.91892 3.13 38 12.1405754 0 1
## black hsizesq
## 1 0 0.0100
## 2 0 88.3600
## 3 0 1.4161
## 4 0 32.6041
## 5 0 4.5796
## 6 0 7.1824
## 7 0 9.6721
## 8 0 7.1824
## 9 0 13.4689
## 10 0 0.0100
## 11 0 11.1556
## 12 0 12.8881
## 13 0 10.1124
## 14 0 3.6864
## 15 0 13.6161
## 16 0 7.0756
## 17 0 2.1025
## 18 0 3.0976
## 19 0 14.8996
## 20 0 14.6689
## 21 0 1.1449
## 22 0 4.7089
## 23 0 5.4756
## 24 0 21.4369
## 25 0 35.4025
## 26 0 0.8281
## 27 0 19.0096
## 28 0 65.9344
## 29 0 0.3600
## 30 0 14.1376
## 31 0 28.3024
## 32 0 14.4400
## 33 0 5.1984
## 34 0 30.3601
## 35 1 23.2324
## 36 0 15.2100
## 37 0 0.6084
## 38 0 24.2064
## 39 0 3.4596
## 40 0 3.4225
## 41 1 2.3104
## 42 0 0.0100
## 43 0 40.5769
## 44 0 0.0144
## 45 0 6.3504
## 46 0 0.0100
## 47 0 1.6129
## 48 0 0.0169
## 49 0 0.0009
## 50 0 0.0784
## 51 0 0.1024
## 52 0 13.8384
## 53 0 6.4516
## 54 0 4.0804
## 55 0 22.0900
## 56 1 19.9809
## 57 0 1.5376
## 58 0 28.8369
## 59 0 13.2496
## 60 0 40.1956
## 61 0 11.6964
## 62 0 32.6041
## 63 0 32.0356
## 64 0 35.6409
## 65 0 0.0100
## 66 0 9.6100
## 67 0 0.5329
## 68 0 1.7161
## 69 0 23.8144
## 70 0 16.5649
## 71 0 5.2900
## 72 0 12.0409
## 73 0 4.1209
## 74 0 4.7089
## 75 1 4.0000
## 76 0 0.8464
## 77 0 20.8849
## 78 0 13.0321
## 79 0 10.5625
## 80 1 10.4976
## 81 0 9.1809
## 82 0 21.8089
## 83 0 1.0000
## 84 0 23.0400
## 85 0 10.2400
## 86 0 9.1204
## 87 0 2.7556
## 88 0 4.1616
## 89 0 8.5849
## 90 0 3.4969
## 91 0 12.6025
## 92 0 1.2321
## 93 0 0.7396
## 94 0 4.2436
## 95 0 17.9776
## 96 0 6.3001
## 97 0 13.8384
## 98 0 5.8081
## 99 0 21.9961
## 100 0 0.0100
## 101 0 10.1761
## 102 0 16.1604
## 103 0 18.6624
## 104 0 18.4900
## 105 0 6.8121
## 106 0 11.6281
## 107 0 26.1121
## 108 0 4.0000
## 109 0 5.5696
## 110 0 18.7489
## 111 0 0.0100
## 112 0 0.0100
## 113 0 5.1076
## 114 0 0.0100
## 115 0 0.5476
## 116 0 4.4944
## 117 0 4.4944
## 118 0 9.3025
## 119 0 5.5225
## 120 0 5.5225
## 121 0 5.5225
## 122 0 8.7025
## 123 0 7.7284
## 124 0 9.9225
## 125 0 13.8384
## 126 0 13.9129
## 127 0 13.9129
## 128 0 13.7641
## 129 0 16.8100
## 130 0 36.0000
## 131 0 8.1225
## 132 0 4.7089
## 133 0 2.4336
## 134 0 6.3001
## 135 0 1.0000
## 136 0 4.4100
## 137 0 10.7584
## 138 0 0.0100
## 139 0 0.0100
## 140 0 0.0100
## 141 0 0.0100
## 142 0 2.2500
## 143 0 0.0100
## 144 0 0.0100
## 145 0 1.8496
## 146 0 10.2400
## 147 0 7.3441
## 148 0 9.4864
## 149 0 9.3636
## 150 0 9.6100
## 151 0 3.1684
## 152 0 5.1529
## 153 0 3.1684
## 154 0 3.1684
## 155 0 6.8121
## 156 0 8.6436
## 157 0 4.4944
## 158 0 6.8121
## 159 0 7.5076
## 160 0 6.5536
## 161 0 6.5536
## 162 0 0.0100
## 163 0 3.8025
## 164 0 3.8416
## 165 0 0.0100
## 166 0 5.5696
## 167 0 0.3364
## 168 0 0.2304
## 169 0 3.4596
## 170 0 3.8025
## 171 0 5.3361
## 172 0 5.3361
## 173 0 0.2601
## 174 0 11.8336
## 175 0 11.8336
## 176 0 16.0801
## 177 0 1.2100
## 178 0 0.2304
## 179 0 30.2500
## 180 0 38.4400
## 181 0 30.2500
## 182 0 21.4369
## 183 0 30.2500
## 184 0 58.9824
## 185 0 72.9316
## 186 0 2.5921
## 187 0 2.3104
## 188 0 2.5921
## 189 0 3.2041
## 190 0 36.0000
## 191 0 7.2900
## 192 0 21.4369
## 193 0 2.3104
## 194 0 43.6921
## 195 0 0.1600
## 196 0 26.2144
## 197 0 34.1056
## 198 0 13.0321
## 199 0 15.4449
## 200 0 13.0321
## 201 0 13.0321
## 202 0 12.4609
## 203 0 7.5625
## 204 0 33.6400
## 205 0 41.8609
## 206 0 5.4756
## 207 0 10.3041
## 208 1 14.8996
## 209 0 16.0000
## 210 0 18.9225
## 211 0 18.9225
## 212 0 2.5281
## 213 0 31.4721
## 214 0 31.6969
## 215 0 27.1441
## 216 0 24.9001
## 217 0 11.8336
## 218 0 10.2400
## 219 0 0.1369
## 220 0 10.5625
## 221 0 11.5600
## 222 0 0.0016
## 223 0 20.6116
## 224 0 13.2496
## 225 0 13.7641
## 226 0 0.0100
## 227 0 13.1044
## 228 0 1.6129
## 229 0 22.0900
## 230 0 21.8089
## 231 0 15.6816
## 232 0 15.6816
## 233 0 42.2500
## 234 0 42.7716
## 235 0 11.4921
## 236 0 3.7636
## 237 0 6.3504
## 238 0 0.0100
## 239 0 7.1824
## 240 0 0.0100
## 241 0 1.3225
## 242 0 1.3225
## 243 0 0.8836
## 244 0 6.4516
## 245 0 9.9856
## 246 0 25.0000
## 247 0 35.2836
## 248 0 32.0356
## 249 0 35.2836
## 250 0 46.2400
## 251 0 29.5936
## 252 0 21.1600
## 253 0 9.6721
## 254 0 20.1601
## 255 0 4.4944
## 256 0 19.3600
## 257 0 4.5369
## 258 0 15.4449
## 259 0 16.2409
## 260 0 18.9225
## 261 0 6.2500
## 262 0 24.4036
## 263 0 2.9929
## 264 0 0.3721
## 265 0 18.3184
## 266 0 16.0801
## 267 0 15.5236
## 268 0 20.0704
## 269 0 1.5376
## 270 0 10.3041
## 271 0 37.8225
## 272 0 47.0596
## 273 0 0.0100
## 274 0 0.6241
## 275 0 3.0276
## 276 0 13.0321
## 277 0 7.5076
## 278 0 4.6225
## 279 0 4.5369
## 280 0 13.8384
## 281 0 0.3600
## 282 0 18.0625
## 283 0 14.4400
## 284 0 43.9569
## 285 0 0.1369
## 286 0 12.9600
## 287 0 16.0000
## 288 0 12.9600
## 289 0 16.0000
## 290 1 33.2929
## 291 0 24.6016
## 292 0 20.9764
## 293 0 16.9744
## 294 0 1.1881
## 295 0 23.8144
## 296 0 15.4449
## 297 0 36.4816
## 298 0 19.9809
## 299 0 10.8900
## 300 0 12.2500
## 301 0 21.8089
## 302 0 12.9600
## 303 0 12.9600
## 304 0 1.2321
## 305 0 1.6384
## 306 0 29.1600
## 307 0 36.1201
## 308 0 27.0400
## 309 0 39.8161
## 310 0 25.5025
## 311 0 19.3600
## 312 0 56.2500
## 313 0 53.4361
## 314 0 6.2500
## 315 0 0.6889
## 316 0 13.6900
## 317 0 13.6900
## 318 0 13.6900
## 319 0 10.3041
## 320 0 62.4100
## 321 0 49.0000
## 322 0 18.0625
## 323 0 2.0736
## 324 0 12.5316
## 325 0 23.0400
## 326 0 16.2409
## 327 0 9.1809
## 328 0 9.1809
## 329 0 0.0961
## 330 0 32.9476
## 331 0 40.3225
## 332 0 3.7636
## 333 0 20.8849
## 334 0 8.2944
## 335 0 8.4681
## 336 0 28.8369
## 337 0 31.5844
## 338 0 59.4441
## 339 0 55.5025
## 340 0 40.5769
## 341 0 40.5769
## 342 0 40.5769
## 343 0 55.5025
## 344 0 55.5025
## 345 0 4.0000
## 346 0 17.3889
## 347 0 0.2809
## 348 0 10.8900
## 349 0 10.8900
## 350 0 4.2436
## 351 1 11.4921
## 352 0 8.0656
## 353 0 6.1504
## 354 0 6.1504
## 355 0 12.3201
## 356 0 3.0276
## 357 0 0.0100
## 358 1 0.0100
## 359 1 6.5536
## 360 0 0.0100
## 361 1 0.0100
## 362 0 5.2900
## 363 0 1.8496
## 364 0 2.9584
## 365 0 2.8900
## 366 0 0.0100
## 367 0 0.0025
## 368 0 8.6436
## 369 0 11.9716
## 370 0 11.9716
## 371 0 6.5025
## 372 0 11.5600
## 373 0 11.3569
## 374 0 6.1009
## 375 0 0.5041
## 376 0 6.8121
## 377 0 4.8841
## 378 0 4.1616
## 379 1 14.6689
## 380 1 12.6025
## 381 0 6.8121
## 382 0 0.1600
## 383 1 4.2849
## 384 0 5.7600
## 385 0 5.6169
## 386 1 5.6644
## 387 0 0.1444
## 388 1 0.8464
## 389 0 8.4100
## 390 0 2.5921
## 391 0 4.6225
## 392 1 0.0100
## 393 0 4.2436
## 394 0 1.6900
## 395 0 3.6100
## 396 0 3.6100
## 397 0 5.7600
## 398 0 0.0100
## 399 0 0.0100
## 400 0 0.0100
## 401 0 5.7600
## 402 0 7.2900
## 403 0 0.0100
## 404 0 0.0100
## 405 1 1.7956
## 406 0 4.6225
## 407 0 4.6656
## 408 0 9.9225
## 409 1 10.5625
## 410 0 3.9601
## 411 0 13.8384
## 412 0 13.8384
## 413 0 8.4100
## 414 1 9.1204
## 415 0 1.6384
## 416 0 1.6384
## 417 0 5.4756
## 418 0 6.3001
## 419 1 0.0100
## 420 1 0.0100
## 421 0 8.0089
## 422 1 0.0100
## 423 1 0.0100
## 424 1 0.8281
## 425 0 2.1904
## 426 0 0.0100
## 427 0 0.0100
## 428 0 0.0100
## 429 0 0.0100
## 430 0 0.0100
## 431 0 0.0100
## 432 0 0.0100
## 433 0 0.0100
## 434 0 0.0100
## 435 0 0.0100
## 436 0 0.0100
## 437 0 0.0100
## 438 0 0.0100
## 439 0 0.0100
## 440 0 0.0100
## 441 0 0.0100
## 442 0 0.0100
## 443 0 7.5625
## 444 0 7.5625
## 445 0 7.0225
## 446 0 7.5625
## 447 0 6.8121
## 448 0 6.8121
## 449 0 7.5625
## 450 0 5.3824
## 451 0 5.8564
## 452 0 1.0609
## 453 0 20.8849
## 454 0 26.5225
## 455 0 9.0000
## 456 0 18.0625
## 457 0 0.1369
## 458 0 3.4596
## 459 0 3.9601
## 460 0 0.0169
## 461 0 0.9604
## 462 0 0.1296
## 463 0 2.6896
## 464 0 0.3721
## 465 1 0.5776
## 466 0 20.2500
## 467 0 0.0144
## 468 0 5.2441
## 469 0 0.0100
## 470 1 4.5796
## 471 0 0.0100
## 472 0 10.8900
## 473 0 3.3856
## 474 0 10.2400
## 475 0 13.9129
## 476 0 13.9129
## 477 0 12.0409
## 478 0 11.4244
## 479 0 11.4244
## 480 1 7.2361
## 481 0 0.4624
## 482 0 30.9136
## 483 0 48.5809
## 484 0 48.5809
## 485 0 66.4225
## 486 0 48.5809
## 487 0 48.5809
## 488 0 48.5809
## 489 0 37.2100
## 490 0 22.2784
## 491 0 37.6996
## 492 0 7.2361
## 493 0 7.2361
## 494 0 4.4100
## 495 0 24.4036
## 496 0 21.4369
## 497 0 17.1396
## 498 0 21.4369
## 499 0 21.4369
## 500 0 5.0625
## 501 0 0.1936
## 502 0 16.9744
## 503 0 0.7569
## 504 0 22.5625
## 505 0 16.8921
## 506 0 14.8996
## 507 0 14.8996
## 508 0 12.6736
## 509 0 1.8769
## 510 0 1.3924
## 511 0 0.0100
## 512 0 16.0000
## 513 0 0.0100
## 514 0 12.2500
## 515 0 0.0100
## 516 0 16.0000
## 517 0 0.9025
## 518 0 0.8281
## 519 0 0.8281
## 520 0 0.5625
## 521 1 1.0201
## 522 0 26.9361
## 523 0 20.2500
## 524 0 26.6256
## 525 0 16.0000
## 526 0 26.6256
## 527 0 26.9361
## 528 0 16.0000
## 529 0 18.4900
## 530 0 18.7489
## 531 0 26.9361
## 532 0 6.4009
## 533 1 1.7956
## 534 0 0.0100
## 535 0 0.0100
## 536 0 0.0100
## 537 0 0.0100
## 538 0 1.0404
## 539 0 0.0100
## 540 0 4.1616
## 541 0 0.0100
## 542 0 20.2500
## 543 0 14.0625
## 544 0 2.0164
## 545 0 17.8929
## 546 1 0.1764
## 547 0 2.2500
## 548 0 0.1024
## 549 0 4.4521
## 550 0 32.2624
## 551 0 38.9376
## 552 0 16.9744
## 553 0 41.9904
## 554 0 25.8064
## 555 0 49.4209
## 556 0 1.6129
## 557 0 26.1121
## 558 0 5.1529
## 559 0 12.2500
## 560 0 18.9225
## 561 0 27.2484
## 562 0 0.2809
## 563 0 2.2500
## 564 0 22.1841
## 565 0 22.1841
## 566 0 17.1396
## 567 0 15.6816
## 568 0 25.5025
## 569 0 11.6964
## 570 0 13.9876
## 571 0 1.8769
## 572 0 16.9744
## 573 0 4.9729
## 574 0 2.9241
## 575 0 11.0889
## 576 0 14.6689
## 577 0 45.8329
## 578 0 12.3904
## 579 0 7.0756
## 580 0 21.7156
## 581 0 2.6244
## 582 0 4.8841
## 583 0 1.2769
## 584 0 20.6116
## 585 0 0.2704
## 586 0 4.8841
## 587 0 25.4016
## 588 0 16.0801
## 589 0 24.9001
## 590 0 2.0164
## 591 0 2.0164
## 592 0 0.2209
## 593 0 15.2100
## 594 0 14.6689
## 595 0 7.1824
## 596 0 6.5536
## 597 0 0.0100
## 598 0 11.5600
## 599 0 8.4100
## 600 0 4.7524
## 601 0 0.0676
## 602 0 0.8649
## 603 0 4.6225
## 604 0 0.0100
## 605 0 0.8836
## 606 0 2.1904
## 607 0 1.4400
## 608 0 1.5129
## 609 0 3.8809
## 610 0 6.8121
## 611 0 14.8225
## 612 0 15.1321
## 613 0 10.3041
## 614 0 10.3041
## 615 0 1.5625
## 616 0 1.5625
## 617 0 1.5625
## 618 0 0.3600
## 619 0 8.1225
## 620 0 6.2500
## 621 0 8.7025
## 622 0 1.6900
## 623 0 10.2400
## 624 0 0.0025
## 625 0 6.3001
## 626 0 0.0100
## 627 0 5.5696
## 628 0 5.0625
## 629 0 42.9025
## 630 0 18.3184
## 631 0 0.0100
## 632 0 0.0100
## 633 0 2.9584
## 634 0 3.2400
## 635 0 39.0625
## 636 0 36.0000
## 637 0 13.3225
## 638 0 11.3569
## 639 0 10.7584
## 640 0 10.6929
## 641 0 6.7600
## 642 0 6.7600
## 643 0 1.1025
## 644 0 7.7841
## 645 0 7.7841
## 646 0 0.0484
## 647 0 7.6176
## 648 0 6.3504
## 649 0 7.0225
## 650 0 9.4864
## 651 0 6.8121
## 652 0 6.2001
## 653 1 1.6641
## 654 0 12.8164
## 655 0 12.8164
## 656 0 8.9401
## 657 0 16.0801
## 658 0 15.4449
## 659 0 17.3056
## 660 0 35.4025
## 661 0 1.9321
## 662 0 0.2304
## 663 0 6.2001
## 664 0 7.2361
## 665 0 7.6729
## 666 0 3.8416
## 667 0 11.2896
## 668 1 13.1044
## 669 0 1.7424
## 670 0 1.7424
## 671 0 14.5924
## 672 0 11.8336
## 673 0 14.4400
## 674 0 0.0100
## 675 0 23.5225
## 676 0 23.0400
## 677 0 23.5225
## 678 0 23.0400
## 679 0 0.0100
## 680 0 9.2416
## 681 0 17.6400
## 682 0 17.6400
## 683 0 8.5264
## 684 0 0.8464
## 685 0 32.0356
## 686 0 32.8329
## 687 0 17.6400
## 688 0 6.4516
## 689 0 5.4756
## 690 0 8.7616
## 691 0 10.2400
## 692 0 15.3664
## 693 0 19.8916
## 694 0 21.2521
## 695 0 20.3401
## 696 0 7.8400
## 697 0 21.4369
## 698 0 21.5296
## 699 0 21.5296
## 700 0 0.6561
## 701 0 4.8400
## 702 0 12.4609
## 703 0 12.4609
## 704 0 18.4041
## 705 0 17.5561
## 706 0 17.7241
## 707 0 17.7241
## 708 0 18.4041
## 709 0 0.5625
## 710 0 0.0100
## 711 0 11.9716
## 712 0 7.2900
## 713 0 8.1796
## 714 0 26.0100
## 715 0 25.4016
## 716 0 22.6576
## 717 0 25.4016
## 718 0 7.2900
## 719 0 3.2041
## 720 0 2.7889
## 721 0 10.3684
## 722 0 0.0100
## 723 0 3.3124
## 724 0 5.1984
## 725 0 5.1984
## 726 0 4.5796
## 727 0 4.5796
## 728 0 2.6896
## 729 0 2.9584
## 730 0 5.1076
## 731 0 2.6244
## 732 0 1.5376
## 733 0 10.8900
## 734 0 0.0100
## 735 0 6.1009
## 736 0 0.7225
## 737 0 0.0025
## 738 0 13.0321
## 739 0 10.3041
## 740 0 3.2761
## 741 0 6.8121
## 742 0 5.7121
## 743 0 4.2849
## 744 0 3.9601
## 745 0 4.4100
## 746 0 0.0100
## 747 0 3.0276
## 748 0 4.4521
## 749 0 9.8596
## 750 0 12.7449
## 751 0 6.1009
## 752 0 4.6225
## 753 0 8.2944
## 754 0 7.9524
## 755 0 4.3681
## 756 0 9.7344
## 757 0 16.5649
## 758 0 3.2400
## 759 0 12.2500
## 760 0 27.4576
## 761 0 0.5776
## 762 0 2.1609
## 763 0 9.3025
## 764 0 29.8116
## 765 0 24.3049
## 766 0 24.3049
## 767 0 0.0025
## 768 0 25.3009
## 769 0 4.4100
## 770 0 1.3924
## 771 0 1.1449
## 772 0 6.8121
## 773 0 25.5025
## 774 0 24.6016
## 775 0 29.2681
## 776 0 0.0016
## 777 0 2.2801
## 778 0 19.0969
## 779 0 0.6724
## 780 0 6.5025
## 781 0 58.3696
## 782 0 11.0889
## 783 0 6.8644
## 784 0 6.8644
## 785 0 6.8644
## 786 0 5.8081
## 787 0 9.9225
## 788 0 11.4921
## 789 0 3.7249
## 790 0 4.3681
## 791 0 4.3681
## 792 0 4.3681
## 793 0 3.7249
## 794 0 4.2849
## 795 0 4.2849
## 796 0 6.1009
## 797 0 7.8400
## 798 0 8.0089
## 799 0 2.5281
## 800 0 2.5281
## 801 0 2.8561
## 802 0 0.0100
## 803 0 1.8769
## 804 0 0.5329
## 805 1 4.7961
## 806 0 1.0000
## 807 0 1.9044
## 808 0 1.5376
## 809 0 0.8836
## 810 0 11.5600
## 811 0 11.5600
## 812 0 10.7584
## 813 0 11.5600
## 814 0 7.2900
## 815 0 7.2900
## 816 0 3.0976
## 817 0 10.6929
## 818 0 12.2500
## 819 0 1.9321
## 820 0 9.7344
## 821 1 69.0561
## 822 0 17.3889
## 823 0 29.9209
## 824 0 0.7225
## 825 0 2.5600
## 826 0 10.7584
## 827 1 5.3361
## 828 0 5.7600
## 829 0 10.0489
## 830 0 2.5600
## 831 0 2.5600
## 832 0 3.3489
## 833 0 2.0449
## 834 0 1.2769
## 835 0 1.0000
## 836 0 9.9856
## 837 0 13.4689
## 838 0 2.4025
## 839 0 3.6481
## 840 0 6.2500
## 841 0 1.8496
## 842 0 3.2400
## 843 0 3.2400
## 844 0 7.8400
## 845 0 11.7649
## 846 0 4.8841
## 847 0 4.5369
## 848 0 8.1796
## 849 0 4.5796
## 850 0 4.5369
## 851 0 4.7961
## 852 0 4.9284
## 853 0 5.9049
## 854 0 24.7009
## 855 0 27.9841
## 856 0 1.0000
## 857 0 0.9801
## 858 0 1.0000
## 859 0 17.1396
## 860 0 26.3169
## 861 0 28.6225
## 862 0 23.6196
## 863 0 5.7600
## 864 0 21.8089
## 865 0 18.4900
## 866 0 18.4900
## 867 0 17.0569
## 868 0 17.0569
## 869 0 13.6900
## 870 0 6.5536
## 871 0 5.4756
## 872 0 7.1824
## 873 0 5.3824
## 874 0 7.1824
## 875 0 6.6564
## 876 0 20.0704
## 877 0 15.9201
## 878 0 17.4724
## 879 0 2.1025
## 880 0 10.6929
## 881 0 2.3104
## 882 0 2.7889
## 883 0 3.6864
## 884 0 3.8416
## 885 0 3.4596
## 886 0 4.9284
## 887 0 9.6100
## 888 0 6.7600
## 889 0 10.4976
## 890 0 9.5481
## 891 0 11.0889
## 892 0 5.8564
## 893 0 4.9729
## 894 0 9.4864
## 895 0 4.2025
## 896 0 3.9601
## 897 0 0.0961
## 898 0 0.8281
## 899 0 1.6384
## 900 0 7.7284
## 901 0 5.4289
## 902 0 5.8081
## 903 0 7.1289
## 904 0 8.5264
## 905 0 6.4516
## 906 0 15.1321
## 907 0 16.8921
## 908 0 13.6161
## 909 0 16.8921
## 910 0 4.8400
## 911 0 14.3641
## 912 0 6.7081
## 913 0 5.0176
## 914 0 1.7424
## 915 0 4.4100
## 916 0 6.9696
## 917 0 6.6049
## 918 0 6.6049
## 919 0 5.5696
## 920 0 14.2129
## 921 0 4.6225
## 922 0 18.0625
## 923 0 15.2881
## 924 0 12.1104
## 925 0 10.3684
## 926 0 4.7961
## 927 0 12.2500
## 928 0 25.6036
## 929 0 9.0601
## 930 0 5.1529
## 931 0 0.3364
## 932 0 4.9284
## 933 0 7.9524
## 934 0 11.5600
## 935 0 10.2400
## 936 0 11.9025
## 937 0 11.9025
## 938 0 21.9961
## 939 0 23.4256
## 940 0 23.4256
## 941 0 5.0625
## 942 0 14.0625
## 943 0 12.2500
## 944 0 13.4689
## 945 0 3.4596
## 946 0 4.8841
## 947 0 1.9044
## 948 0 2.4025
## 949 0 1.0404
## 950 0 0.1936
## 951 0 17.8929
## 952 0 4.3264
## 953 0 0.0100
## 954 0 0.2116
## 955 0 11.5600
## 956 0 28.4089
## 957 0 20.2500
## 958 0 8.8209
## 959 0 12.0409
## 960 0 1.1025
## 961 0 4.8841
## 962 0 6.4516
## 963 0 13.8384
## 964 0 22.5625
## 965 0 48.3025
## 966 0 52.5625
## 967 0 57.7600
## 968 0 48.3025
## 969 0 0.0225
## 970 0 49.0000
## 971 0 11.2225
## 972 0 11.3569
## 973 0 7.1289
## 974 0 1.4400
## 975 0 1.5625
## 976 0 13.2496
## 977 0 15.1321
## 978 0 24.1081
## 979 0 14.1376
## 980 0 6.7600
## 981 0 18.7489
## 982 0 25.9081
## 983 0 6.0025
## 984 0 0.0100
## 985 0 13.3956
## 986 0 0.7744
## 987 0 21.4369
## 988 0 71.7409
## 989 0 14.7456
## 990 0 2.6896
## 991 0 0.7921
## 992 0 54.7600
## 993 0 54.7600
## 994 0 4.7961
## 995 0 9.6721
## 996 0 0.0100
## 997 0 0.0100
## 998 0 17.3889
## 999 0 1.4884
## 1000 0 6.1504
## 1001 0 6.1504
## 1002 0 3.0625
## 1003 0 0.0100
## 1004 0 14.8225
## 1005 0 5.7121
## 1006 0 8.8804
## 1007 0 16.6464
## 1008 0 0.7396
## 1009 0 9.9856
## 1010 0 20.7936
## 1011 0 13.1769
## 1012 0 13.1769
## 1013 0 3.4225
## 1014 0 7.0756
## 1015 0 0.6400
## 1016 0 0.2401
## 1017 0 0.0025
## 1018 0 6.2500
## 1019 0 2.5921
## 1020 0 1.0000
## 1021 0 1.1881
## 1022 0 0.6400
## 1023 0 12.2500
## 1024 0 18.4900
## 1025 0 10.5625
## 1026 0 12.9600
## 1027 0 1.6900
## 1028 0 1.6900
## 1029 0 7.4529
## 1030 0 9.6721
## 1031 0 9.6721
## 1032 0 0.0025
## 1033 0 16.2409
## 1034 0 11.1556
## 1035 0 2.7889
## 1036 0 9.0000
## 1037 1 2.3716
## 1038 0 9.5481
## 1039 0 13.1769
## 1040 0 10.9561
## 1041 0 5.7121
## 1042 0 5.7121
## 1043 0 3.5344
## 1044 0 6.2001
## 1045 0 5.7121
## 1046 0 1.3924
## 1047 0 8.8209
## 1048 0 3.7249
## 1049 0 0.8281
## 1050 0 0.5329
## 1051 0 0.8281
## 1052 0 0.8281
## 1053 0 2.3716
## 1054 0 34.9281
## 1055 0 36.9664
## 1056 0 19.0096
## 1057 0 28.0900
## 1058 0 29.4849
## 1059 0 0.2500
## 1060 0 13.9129
## 1061 0 19.6249
## 1062 0 18.8356
## 1063 0 9.2416
## 1064 0 10.1761
## 1065 0 3.4225
## 1066 0 5.9049
## 1067 0 3.7249
## 1068 0 14.3641
## 1069 0 32.1489
## 1070 0 1.6641
## 1071 0 13.1044
## 1072 0 14.0625
## 1073 0 4.5369
## 1074 0 5.3824
## 1075 0 4.4944
## 1076 0 4.0000
## 1077 0 3.5721
## 1078 0 12.3201
## 1079 0 25.5025
## 1080 0 25.5025
## 1081 0 26.0100
## 1082 0 26.0100
## 1083 0 25.5025
## 1084 0 24.2064
## 1085 0 26.0100
## 1086 0 25.5025
## 1087 0 19.7136
## 1088 0 26.0100
## 1089 0 19.3600
## 1090 0 6.7600
## 1091 0 3.1329
## 1092 0 0.3136
## 1093 0 0.0100
## 1094 0 0.0100
## 1095 0 16.0000
## 1096 0 0.0100
## 1097 0 0.0100
## 1098 0 0.0100
## 1099 0 9.7969
## 1100 0 4.8841
## 1101 0 20.7025
## 1102 0 2.5281
## 1103 0 2.0164
## 1104 0 2.5281
## 1105 0 2.0164
## 1106 0 7.8961
## 1107 0 5.6644
## 1108 0 7.7284
## 1109 0 6.7600
## 1110 0 6.8644
## 1111 0 6.1009
## 1112 0 7.0225
## 1113 0 2.8224
## 1114 0 7.4529
## 1115 0 15.1321
## 1116 0 6.0516
## 1117 0 16.3216
## 1118 0 2.5281
## 1119 0 2.9241
## 1120 0 16.1604
## 1121 0 36.0000
## 1122 0 42.2500
## 1123 0 36.0000
## 1124 0 36.0000
## 1125 0 51.8400
## 1126 0 21.0681
## 1127 0 21.0681
## 1128 0 23.4256
## 1129 0 2.8900
## 1130 0 1.5876
## 1131 0 2.5921
## 1132 0 21.9961
## 1133 0 1.8769
## 1134 0 3.3489
## 1135 0 2.9584
## 1136 0 5.0625
## 1137 0 43.9569
## 1138 0 43.9569
## 1139 0 45.5625
## 1140 0 35.4025
## 1141 0 45.5625
## 1142 0 45.5625
## 1143 0 45.5625
## 1144 0 0.5476
## 1145 0 17.8084
## 1146 0 23.2324
## 1147 0 22.4676
## 1148 0 0.0100
## 1149 0 1.4641
## 1150 0 1.2996
## 1151 0 3.9601
## 1152 0 0.5184
## 1153 0 0.5184
## 1154 0 4.4100
## 1155 0 3.8416
## 1156 0 7.0756
## 1157 0 20.7936
## 1158 1 22.5625
## 1159 0 7.0225
## 1160 0 5.8081
## 1161 0 5.2441
## 1162 0 1.9321
## 1163 0 5.0625
## 1164 0 5.5225
## 1165 0 11.2225
## 1166 0 3.6864
## 1167 0 5.4289
## 1168 0 3.8025
## 1169 0 7.0225
## 1170 0 7.6176
## 1171 0 10.6276
## 1172 0 13.1044
## 1173 0 10.6276
## 1174 1 3.3856
## 1175 0 2.8900
## 1176 0 23.1361
## 1177 0 8.1225
## 1178 0 9.9856
## 1179 0 12.1104
## 1180 0 13.0321
## 1181 0 37.0881
## 1182 0 4.6656
## 1183 0 9.1204
## 1184 0 0.6241
## 1185 0 17.8084
## 1186 0 18.0625
## 1187 0 4.4100
## 1188 0 4.3264
## 1189 0 43.1649
## 1190 0 43.0336
## 1191 0 9.9225
## 1192 0 9.7344
## 1193 0 7.7284
## 1194 0 4.6225
## 1195 0 22.9441
## 1196 0 5.4289
## 1197 0 1.5376
## 1198 0 2.1025
## 1199 0 12.1104
## 1200 0 8.1225
## 1201 0 28.7296
## 1202 0 1.1025
## 1203 0 2.0164
## 1204 0 1.5376
## 1205 0 1.6900
## 1206 0 18.1476
## 1207 0 5.7121
## 1208 0 7.9524
## 1209 0 1.9321
## 1210 0 9.9856
## 1211 0 10.1761
## 1212 0 7.1824
## 1213 0 0.2704
## 1214 0 4.5796
## 1215 0 14.2129
## 1216 0 0.7569
## 1217 0 18.5761
## 1218 0 3.8809
## 1219 0 1.8225
## 1220 0 12.1104
## 1221 0 21.4369
## 1222 0 3.8416
## 1223 0 5.2900
## 1224 0 1.1881
## 1225 0 2.9929
## 1226 0 23.9121
## 1227 0 0.8836
## 1228 0 8.7616
## 1229 0 6.0516
## 1230 0 6.2001
## 1231 0 9.1809
## 1232 0 2.8561
## 1233 0 8.2944
## 1234 0 22.9441
## 1235 0 43.2964
## 1236 0 38.1924
## 1237 0 16.5649
## 1238 0 19.2721
## 1239 0 3.2041
## 1240 0 72.2500
## 1241 0 0.6084
## 1242 0 18.9225
## 1243 0 20.9764
## 1244 0 3.6100
## 1245 0 37.0881
## 1246 0 8.7025
## 1247 0 54.3169
## 1248 1 9.9225
## 1249 0 2.6896
## 1250 0 3.7249
## 1251 0 16.6464
## 1252 0 23.6196
## 1253 0 21.2521
## 1254 0 21.9024
## 1255 0 18.9225
## 1256 0 0.8100
## 1257 0 14.8996
## 1258 0 4.4521
## 1259 0 8.5264
## 1260 0 25.1001
## 1261 0 21.8089
## 1262 0 0.1521
## 1263 0 24.1081
## 1264 0 37.0881
## 1265 0 2.7225
## 1266 0 1.5376
## 1267 0 6.0516
## 1268 0 2.2500
## 1269 0 2.1025
## 1270 0 3.4596
## 1271 0 4.7961
## 1272 0 2.3104
## 1273 0 6.6564
## 1274 0 6.2001
## 1275 0 5.4289
## 1276 0 9.5481
## 1277 0 14.7456
## 1278 0 48.0249
## 1279 0 2.4336
## 1280 0 31.5844
## 1281 0 7.6176
## 1282 0 26.9361
## 1283 0 30.6916
## 1284 0 11.4244
## 1285 0 0.0100
## 1286 0 2.8561
## 1287 0 25.1001
## 1288 0 2.3716
## 1289 0 11.2896
## 1290 0 11.0889
## 1291 0 11.0889
## 1292 0 0.6241
## 1293 0 74.3044
## 1294 0 0.5329
## 1295 0 12.9600
## 1296 0 10.4329
## 1297 0 19.1844
## 1298 0 12.2500
## 1299 0 13.6900
## 1300 0 5.7600
## 1301 0 13.9129
## 1302 0 13.9129
## 1303 0 15.1321
## 1304 0 13.9129
## 1305 0 13.9129
## 1306 0 13.9129
## 1307 0 25.6036
## 1308 0 21.9961
## 1309 0 40.9600
## 1310 0 41.0881
## 1311 0 42.1201
## 1312 0 3.6100
## 1313 0 37.0881
## 1314 0 2.7225
## 1315 0 1.2996
## 1316 0 10.3041
## 1317 0 1.9881
## 1318 0 1.2544
## 1319 0 26.1121
## 1320 0 7.7284
## 1321 0 9.9856
## 1322 0 7.7284
## 1323 0 7.7284
## 1324 0 9.9856
## 1325 0 6.0516
## 1326 0 23.9121
## 1327 0 13.9129
## 1328 0 11.2225
## 1329 0 2.3104
## 1330 0 0.9216
## 1331 0 6.9696
## 1332 0 1.4161
## 1333 0 59.4441
## 1334 0 4.1209
## 1335 0 3.3856
## 1336 0 4.8841
## 1337 0 0.0100
## 1338 0 5.1076
## 1339 0 5.1076
## 1340 0 4.3681
## 1341 1 2.3104
## 1342 0 2.3104
## 1343 1 2.7556
## 1344 0 2.4964
## 1345 1 2.3104
## 1346 1 2.4964
## 1347 0 2.3104
## 1348 0 2.3104
## 1349 0 2.3104
## 1350 0 2.7556
## 1351 0 2.7556
## 1352 0 2.7556
## 1353 0 0.0400
## 1354 0 0.0841
## 1355 0 0.0400
## 1356 0 8.4100
## 1357 0 8.4100
## 1358 0 10.3684
## 1359 0 8.4100
## 1360 0 4.6225
## 1361 0 7.2900
## 1362 0 4.6225
## 1363 0 7.5625
## 1364 0 8.4100
## 1365 0 8.4100
## 1366 0 8.4100
## 1367 1 5.5225
## 1368 0 7.5625
## 1369 0 4.6225
## 1370 0 33.0625
## 1371 0 4.6225
## 1372 0 7.5625
## 1373 0 8.4100
## 1374 0 6.8644
## 1375 1 6.8644
## 1376 0 6.4009
## 1377 0 5.5696
## 1378 0 6.4009
## 1379 0 5.0176
## 1380 0 5.5696
## 1381 0 6.4009
## 1382 0 5.5696
## 1383 0 4.9284
## 1384 0 5.5696
## 1385 0 4.9284
## 1386 0 6.4009
## 1387 0 0.0196
## 1388 0 0.0676
## 1389 0 0.0676
## 1390 0 7.8400
## 1391 0 7.8400
## 1392 0 7.8400
## 1393 1 7.8400
## 1394 1 7.8400
## 1395 0 11.5600
## 1396 0 7.8400
## 1397 0 7.8400
## 1398 0 7.8400
## 1399 0 11.5600
## 1400 0 7.8400
## 1401 0 7.8400
## 1402 0 7.8400
## 1403 0 11.5600
## 1404 0 7.8400
## 1405 0 7.8400
## 1406 0 11.5600
## 1407 0 7.8400
## 1408 0 7.8400
## 1409 0 7.8400
## 1410 0 7.8400
## 1411 0 7.8400
## 1412 0 11.5600
## 1413 0 11.5600
## 1414 0 7.8400
## 1415 0 7.8400
## 1416 0 7.8400
## 1417 0 7.8400
## 1418 0 7.8400
## 1419 0 11.5600
## 1420 0 11.5600
## 1421 0 11.5600
## 1422 0 7.8400
## 1423 0 7.8400
## 1424 0 7.8400
## 1425 0 7.8400
## 1426 0 11.5600
## 1427 0 11.5600
## 1428 0 11.5600
## 1429 0 7.8400
## 1430 0 11.5600
## 1431 0 7.8400
## 1432 0 7.8400
## 1433 0 7.8400
## 1434 0 7.8400
## 1435 0 7.8400
## 1436 0 7.8400
## 1437 1 11.5600
## 1438 0 7.8400
## 1439 0 11.5600
## 1440 0 2.8224
## 1441 0 2.4649
## 1442 0 0.0784
## 1443 0 8.7025
## 1444 0 6.3001
## 1445 0 7.5076
## 1446 0 8.7025
## 1447 0 7.5076
## 1448 0 8.7025
## 1449 0 6.3001
## 1450 0 4.4944
## 1451 0 4.4944
## 1452 0 4.4944
## 1453 0 6.3001
## 1454 0 4.4944
## 1455 0 4.4944
## 1456 0 8.7025
## 1457 0 6.3001
## 1458 0 8.7025
## 1459 0 4.4944
## 1460 0 8.7025
## 1461 0 7.5076
## 1462 0 7.5076
## 1463 0 8.7025
## 1464 0 6.3001
## 1465 0 7.5076
## 1466 0 8.7025
## 1467 0 6.3001
## 1468 0 4.4944
## 1469 0 6.3001
## 1470 0 4.4944
## 1471 0 6.3001
## 1472 0 8.7025
## 1473 0 7.5076
## 1474 0 4.4944
## 1475 1 1.8496
## 1476 0 1.8496
## 1477 1 1.8496
## 1478 0 0.5929
## 1479 0 0.5929
## 1480 0 0.5929
## 1481 0 0.6400
## 1482 0 1.9600
## 1483 0 1.9600
## 1484 0 1.2544
## 1485 0 1.2544
## 1486 1 2.0449
## 1487 0 1.5129
## 1488 0 1.5129
## 1489 0 1.3924
## 1490 1 1.5876
## 1491 0 1.3924
## 1492 0 1.5129
## 1493 0 1.3924
## 1494 0 1.3924
## 1495 0 1.3924
## 1496 0 1.3924
## 1497 0 1.3924
## 1498 0 2.4649
## 1499 0 2.4649
## 1500 0 2.1609
## 1501 0 3.0625
## 1502 0 2.1316
## 1503 0 2.1609
## 1504 0 2.3716
## 1505 1 2.1609
## 1506 0 2.1609
## 1507 0 3.0625
## 1508 0 2.1609
## 1509 0 2.6569
## 1510 0 2.6569
## 1511 0 2.4649
## 1512 0 2.4649
## 1513 0 0.0484
## 1514 0 0.0484
## 1515 0 0.1156
## 1516 0 4.9729
## 1517 0 4.0401
## 1518 1 4.0000
## 1519 0 4.9729
## 1520 0 4.0000
## 1521 0 4.0000
## 1522 0 4.0000
## 1523 0 4.0401
## 1524 0 4.1209
## 1525 0 4.1209
## 1526 0 3.3489
## 1527 0 3.3489
## 1528 0 6.6564
## 1529 0 6.6564
## 1530 0 3.3489
## 1531 0 3.3489
## 1532 0 6.6564
## 1533 0 3.3489
## 1534 0 3.3489
## 1535 0 5.4289
## 1536 0 6.6564
## 1537 0 3.3489
## 1538 0 4.1209
## 1539 0 6.6564
## 1540 0 6.6564
## 1541 0 6.6564
## 1542 0 6.6564
## 1543 0 6.6564
## 1544 1 3.5344
## 1545 1 4.0000
## 1546 0 0.0361
## 1547 0 0.0441
## 1548 0 0.2304
## 1549 0 0.2401
## 1550 1 1.7161
## 1551 1 0.6241
## 1552 0 0.1600
## 1553 0 0.1600
## 1554 0 0.1369
## 1555 0 0.1600
## 1556 0 0.2025
## 1557 0 0.1600
## 1558 0 0.8836
## 1559 1 0.9409
## 1560 0 0.8836
## 1561 0 0.7396
## 1562 1 0.7396
## 1563 0 0.5329
## 1564 0 0.5329
## 1565 0 0.0900
## 1566 0 0.0900
## 1567 0 0.0900
## 1568 0 3.8416
## 1569 0 5.6169
## 1570 0 5.6169
## 1571 0 5.6169
## 1572 0 5.6169
## 1573 0 3.6864
## 1574 0 2.8900
## 1575 0 3.6100
## 1576 0 5.6169
## 1577 0 0.0196
## 1578 0 0.0196
## 1579 0 0.0100
## 1580 1 0.0784
## 1581 0 0.1936
## 1582 0 3.3856
## 1583 0 2.6569
## 1584 0 0.4356
## 1585 0 0.3136
## 1586 0 6.5536
## 1587 0 10.0489
## 1588 0 8.7025
## 1589 0 7.0756
## 1590 0 8.7025
## 1591 0 6.5536
## 1592 0 8.7025
## 1593 0 10.0489
## 1594 1 7.0756
## 1595 0 8.7025
## 1596 0 7.0756
## 1597 0 6.5536
## 1598 0 10.1761
## 1599 0 8.7025
## 1600 0 8.7025
## 1601 0 9.0601
## 1602 0 8.7025
## 1603 0 6.5536
## 1604 0 7.0756
## 1605 0 32.4900
## 1606 0 10.0489
## 1607 0 10.0489
## 1608 0 7.1824
## 1609 0 9.9856
## 1610 0 9.9856
## 1611 0 10.2400
## 1612 0 10.2400
## 1613 0 10.2400
## 1614 1 9.9856
## 1615 0 7.1824
## 1616 0 9.9856
## 1617 0 9.9856
## 1618 0 10.2400
## 1619 0 9.9856
## 1620 0 10.2400
## 1621 0 9.9856
## 1622 0 9.9856
## 1623 0 11.0224
## 1624 0 10.2400
## 1625 0 5.6169
## 1626 0 4.1209
## 1627 0 4.1209
## 1628 0 4.1209
## 1629 0 4.1209
## 1630 0 4.4521
## 1631 0 4.1209
## 1632 0 4.1209
## 1633 0 4.1209
## 1634 0 4.7089
## 1635 0 4.1209
## 1636 0 4.1209
## 1637 0 4.4521
## 1638 0 4.1209
## 1639 0 4.7089
## 1640 0 4.1209
## 1641 0 4.1209
## 1642 0 4.7089
## 1643 0 4.1209
## 1644 0 4.4521
## 1645 0 4.1209
## 1646 0 4.7089
## 1647 0 4.1209
## 1648 0 4.1209
## 1649 0 4.4521
## 1650 0 4.7089
## 1651 1 4.4521
## 1652 0 4.7089
## 1653 0 4.4521
## 1654 0 4.1209
## 1655 0 4.7089
## 1656 0 5.0176
## 1657 0 4.3681
## 1658 0 4.1209
## 1659 0 4.1209
## 1660 0 4.3264
## 1661 0 4.1209
## 1662 0 4.1209
## 1663 0 4.1209
## 1664 0 4.7089
## 1665 0 4.4521
## 1666 0 4.7089
## 1667 0 4.4521
## 1668 0 4.4521
## 1669 0 4.1209
## 1670 0 4.1209
## 1671 0 4.1209
## 1672 0 4.4521
## 1673 0 5.0176
## 1674 0 4.1209
## 1675 0 4.4521
## 1676 0 4.4521
## 1677 0 4.3264
## 1678 0 4.7089
## 1679 0 5.0176
## 1680 0 4.7089
## 1681 0 4.4521
## 1682 0 4.1209
## 1683 1 4.1209
## 1684 0 4.7089
## 1685 0 4.4521
## 1686 0 4.1209
## 1687 0 4.7089
## 1688 0 4.1209
## 1689 0 4.7089
## 1690 0 4.1209
## 1691 0 5.0176
## 1692 0 4.4521
## 1693 0 4.1209
## 1694 0 4.4521
## 1695 0 2.8224
## 1696 0 1.5625
## 1697 0 2.8224
## 1698 0 1.5625
## 1699 0 2.8224
## 1700 0 1.5625
## 1701 0 2.8224
## 1702 0 2.2201
## 1703 0 1.5625
## 1704 0 2.8224
## 1705 0 2.8224
## 1706 0 1.5625
## 1707 0 1.5625
## 1708 0 1.5625
## 1709 0 2.8224
## 1710 0 1.5625
## 1711 0 1.5625
## 1712 0 1.5625
## 1713 0 2.8224
## 1714 0 1.5625
## 1715 0 0.0025
## 1716 0 0.0784
## 1717 0 0.0729
## 1718 0 0.0729
## 1719 0 0.0025
## 1720 0 3.4596
## 1721 0 2.4025
## 1722 0 4.0401
## 1723 0 3.4596
## 1724 0 3.4596
## 1725 0 2.4025
## 1726 0 2.4025
## 1727 0 2.4025
## 1728 0 4.0401
## 1729 0 2.4964
## 1730 0 3.4596
## 1731 0 4.0401
## 1732 1 3.4596
## 1733 0 4.0401
## 1734 0 4.0401
## 1735 0 3.0976
## 1736 0 2.4025
## 1737 0 2.4025
## 1738 0 3.4596
## 1739 0 3.4596
## 1740 0 2.4964
## 1741 0 4.0401
## 1742 0 2.4964
## 1743 0 4.0401
## 1744 0 2.4964
## 1745 0 2.4964
## 1746 0 2.4025
## 1747 0 3.4596
## 1748 0 4.0401
## 1749 0 3.4596
## 1750 0 4.3264
## 1751 1 5.4756
## 1752 1 6.6049
## 1753 0 0.1024
## 1754 0 0.1024
## 1755 0 0.1024
## 1756 0 0.0576
## 1757 0 7.8400
## 1758 0 7.8400
## 1759 0 5.1984
## 1760 0 7.8400
## 1761 0 5.6169
## 1762 0 5.1984
## 1763 0 7.8400
## 1764 0 7.8400
## 1765 0 7.8400
## 1766 0 7.8400
## 1767 0 4.2025
## 1768 0 4.2025
## 1769 0 4.2025
## 1770 0 7.8400
## 1771 0 5.1984
## 1772 0 4.2025
## 1773 0 4.2025
## 1774 0 4.2025
## 1775 0 7.8400
## 1776 0 10.7584
## 1777 0 7.8400
## 1778 0 4.2025
## 1779 0 5.1984
## 1780 0 4.4100
## 1781 0 6.1504
## 1782 0 4.7524
## 1783 0 6.1504
## 1784 0 4.2436
## 1785 0 4.4100
## 1786 0 4.2436
## 1787 1 4.4100
## 1788 0 4.7524
## 1789 0 4.2436
## 1790 1 6.2500
## 1791 0 4.7524
## 1792 0 4.7524
## 1793 0 4.7524
## 1794 0 4.2436
## 1795 0 4.7524
## 1796 0 6.1504
## 1797 0 4.2436
## 1798 0 4.2436
## 1799 0 4.7524
## 1800 0 6.1504
## 1801 0 4.7524
## 1802 0 0.0025
## 1803 0 0.0025
## 1804 0 0.0025
## 1805 0 0.5184
## 1806 0 0.0025
## 1807 0 0.0025
## 1808 0 0.0025
## 1809 0 0.0025
## 1810 0 5.2900
## 1811 1 5.2900
## 1812 0 5.2900
## 1813 0 5.2441
## 1814 1 5.2441
## 1815 0 5.2441
## 1816 1 5.2900
## 1817 0 5.2441
## 1818 0 5.2900
## 1819 0 5.2900
## 1820 0 2.8224
## 1821 0 2.8224
## 1822 0 0.0324
## 1823 0 0.0324
## 1824 1 2.4964
## 1825 1 2.4964
## 1826 0 2.2500
## 1827 0 2.4964
## 1828 0 3.8416
## 1829 0 3.1329
## 1830 0 3.8416
## 1831 0 3.8416
## 1832 0 3.1329
## 1833 0 4.0804
## 1834 0 2.9584
## 1835 0 3.5721
## 1836 1 4.0804
## 1837 0 3.7636
## 1838 0 3.7249
## 1839 0 1.3689
## 1840 0 1.7689
## 1841 0 2.1904
## 1842 0 2.1904
## 1843 0 1.3689
## 1844 0 2.1904
## 1845 0 6.3001
## 1846 0 10.1124
## 1847 0 10.8241
## 1848 0 10.2400
## 1849 0 7.5076
## 1850 0 6.3001
## 1851 0 7.5076
## 1852 0 6.3001
## 1853 0 6.3001
## 1854 0 7.5076
## 1855 0 10.1124
## 1856 0 1.1664
## 1857 0 1.2100
## 1858 0 5.2441
## 1859 0 5.2441
## 1860 1 5.2441
## 1861 0 0.0100
## 1862 0 5.2441
## 1863 1 5.4756
## 1864 0 0.0100
## 1865 0 5.2441
## 1866 0 4.5796
## 1867 0 5.3824
## 1868 1 0.1444
## 1869 1 0.1225
## 1870 0 3.2400
## 1871 0 4.2436
## 1872 0 4.2436
## 1873 0 4.2436
## 1874 0 3.2400
## 1875 0 3.7249
## 1876 0 3.2400
## 1877 0 3.8809
## 1878 0 3.2041
## 1879 0 4.2436
## 1880 0 4.2436
## 1881 0 3.2400
## 1882 0 3.2041
## 1883 0 4.2436
## 1884 0 4.2436
## 1885 0 3.2041
## 1886 0 4.2436
## 1887 0 3.0625
## 1888 0 0.6889
## 1889 0 0.6724
## 1890 0 0.4761
## 1891 0 0.4761
## 1892 0 0.6724
## 1893 0 0.4761
## 1894 0 0.6889
## 1895 0 0.4761
## 1896 1 5.5225
## 1897 0 5.5225
## 1898 0 3.2400
## 1899 1 4.2025
## 1900 0 3.2400
## 1901 1 4.5796
## 1902 0 20.2500
## 1903 0 21.6225
## 1904 0 20.2500
## 1905 0 20.2500
## 1906 0 21.6225
## 1907 0 21.6225
## 1908 0 14.6689
## 1909 0 14.6689
## 1910 0 20.2500
## 1911 0 21.6225
## 1912 0 20.2500
## 1913 0 20.2500
## 1914 0 14.6689
## 1915 0 20.2500
## 1916 1 21.6225
## 1917 0 21.6225
## 1918 0 21.6225
## 1919 1 19.5364
## 1920 0 20.2500
## 1921 0 21.6225
## 1922 0 20.2500
## 1923 0 15.2100
## 1924 0 14.6689
## 1925 0 21.6225
## 1926 0 15.2100
## 1927 0 21.6225
## 1928 0 21.6225
## 1929 0 21.6225
## 1930 0 21.6225
## 1931 0 21.6225
## 1932 0 14.6689
## 1933 0 20.2500
## 1934 0 21.6225
## 1935 0 15.2100
## 1936 0 15.2100
## 1937 0 20.2500
## 1938 0 15.2100
## 1939 0 21.6225
## 1940 0 20.2500
## 1941 0 14.6689
## 1942 0 20.2500
## 1943 0 14.6689
## 1944 0 5.8081
## 1945 0 7.0756
## 1946 0 7.0756
## 1947 0 7.0756
## 1948 0 5.7600
## 1949 0 5.8081
## 1950 0 7.0756
## 1951 0 5.1076
## 1952 1 5.7600
## 1953 1 9.0000
## 1954 1 9.0000
## 1955 1 9.0000
## 1956 1 7.2900
## 1957 0 0.2809
## 1958 0 0.3481
## 1959 0 0.3481
## 1960 0 0.6561
## 1961 0 0.6889
## 1962 0 0.6561
## 1963 0 0.6889
## 1964 0 0.4900
## 1965 0 0.6561
## 1966 0 0.5329
## 1967 0 0.6561
## 1968 0 0.6561
## 1969 0 0.6561
## 1970 0 0.6889
## 1971 0 0.7056
## 1972 0 0.4900
## 1973 0 0.5329
## 1974 0 0.6561
## 1975 0 0.6561
## 1976 0 0.6561
## 1977 0 0.4900
## 1978 0 16.0000
## 1979 0 16.0000
## 1980 0 16.0000
## 1981 0 16.0000
## 1982 0 16.0000
## 1983 0 16.0000
## 1984 1 16.0000
## 1985 0 16.0000
## 1986 0 16.0000
## 1987 0 12.2500
## 1988 0 16.0000
## 1989 0 16.0000
## 1990 1 16.0000
## 1991 0 16.0000
## 1992 0 16.0000
## 1993 0 16.0000
## 1994 0 16.0000
## 1995 0 16.0000
## 1996 0 16.0000
## 1997 0 16.0000
## 1998 0 16.0000
## 1999 0 16.0000
## 2000 1 16.0000
## 2001 1 2.5921
## 2002 0 2.5921
## 2003 1 5.2900
## 2004 1 2.5921
## 2005 1 5.2900
## 2006 0 14.8996
## 2007 0 14.8996
## 2008 0 12.2500
## 2009 0 12.2500
## 2010 0 14.8996
## 2011 0 14.8996
## 2012 0 14.8996
## 2013 0 14.8996
## 2014 1 12.2500
## 2015 0 12.2500
## 2016 0 8.7616
## 2017 0 12.2500
## 2018 0 8.7616
## 2019 1 14.8996
## 2020 0 14.8996
## 2021 0 12.2500
## 2022 1 0.6724
## 2023 0 1.2544
## 2024 0 1.3225
## 2025 0 1.3225
## 2026 1 0.7056
## 2027 1 0.8836
## 2028 0 8.5264
## 2029 1 7.3441
## 2030 1 7.3441
## 2031 0 0.4624
## 2032 0 29.0521
## 2033 0 0.5184
## 2034 0 0.5625
## 2035 0 0.5184
## 2036 0 0.4761
## 2037 0 0.2704
## 2038 1 0.6084
## 2039 1 0.8100
## 2040 0 2.4649
## 2041 0 3.1329
## 2042 0 2.4649
## 2043 1 0.8836
## 2044 0 0.0144
## 2045 0 4.9729
## 2046 0 7.1289
## 2047 0 7.1289
## 2048 0 6.2500
## 2049 0 5.9536
## 2050 0 7.1289
## 2051 0 0.5929
## 2052 0 0.5625
## 2053 0 0.6400
## 2054 0 0.3249
## 2055 0 0.5184
## 2056 0 6.2500
## 2057 0 5.9536
## 2058 0 4.1616
## 2059 0 6.2500
## 2060 0 5.9536
## 2061 0 5.9536
## 2062 0 5.9536
## 2063 0 7.6729
## 2064 0 5.9536
## 2065 0 4.1616
## 2066 0 6.2500
## 2067 1 4.1616
## 2068 0 6.6049
## 2069 0 4.1616
## 2070 0 5.9536
## 2071 0 5.9536
## 2072 0 7.1824
## 2073 0 7.1824
## 2074 0 7.3984
## 2075 0 7.1824
## 2076 0 7.5625
## 2077 0 7.3984
## 2078 1 7.1824
## 2079 0 7.3984
## 2080 0 7.1824
## 2081 0 7.1824
## 2082 0 9.1809
## 2083 0 7.1824
## 2084 0 7.1824
## 2085 0 7.3984
## 2086 0 7.1824
## 2087 0 7.1824
## 2088 0 7.3984
## 2089 0 7.1824
## 2090 0 9.9225
## 2091 0 7.5625
## 2092 0 7.1824
## 2093 0 7.3984
## 2094 0 7.1824
## 2095 0 9.5481
## 2096 0 9.8596
## 2097 0 7.3984
## 2098 0 7.1824
## 2099 0 7.5625
## 2100 0 7.1824
## 2101 0 7.1824
## 2102 0 7.3984
## 2103 0 7.3984
## 2104 0 7.3984
## 2105 0 9.1809
## 2106 0 12.7449
## 2107 0 8.7025
## 2108 0 7.1824
## 2109 0 9.0601
## 2110 0 0.0144
## 2111 0 0.0121
## 2112 0 0.0100
## 2113 0 0.0121
## 2114 0 4.3264
## 2115 1 4.3264
## 2116 0 3.4225
## 2117 0 4.2025
## 2118 1 4.3264
## 2119 0 4.3264
## 2120 0 4.3264
## 2121 0 4.2025
## 2122 1 4.3264
## 2123 0 4.3264
## 2124 1 3.4225
## 2125 1 0.7225
## 2126 1 1.5876
## 2127 0 0.1369
## 2128 0 0.0625
## 2129 0 0.0729
## 2130 0 0.0625
## 2131 0 0.0729
## 2132 0 8.3521
## 2133 0 8.3521
## 2134 0 8.3521
## 2135 0 6.0025
## 2136 0 6.9169
## 2137 0 6.3504
## 2138 0 9.3025
## 2139 0 8.3521
## 2140 0 9.3025
## 2141 0 6.3504
## 2142 0 8.3521
## 2143 0 6.3504
## 2144 0 6.8644
## 2145 0 7.5625
## 2146 0 6.2500
## 2147 0 5.1984
## 2148 0 6.3504
## 2149 0 6.2500
## 2150 0 6.3504
## 2151 0 6.3504
## 2152 0 7.5625
## 2153 0 7.5625
## 2154 0 5.1984
## 2155 0 6.2500
## 2156 0 6.2500
## 2157 0 7.5625
## 2158 0 6.3504
## 2159 0 7.5625
## 2160 0 5.1984
## 2161 0 7.5625
## 2162 0 6.3504
## 2163 0 5.1984
## 2164 0 5.1984
## 2165 0 7.5625
## 2166 0 5.1984
## 2167 0 7.5625
## 2168 0 5.1984
## 2169 1 6.0516
## 2170 1 6.6049
## 2171 1 3.8416
## 2172 0 2.2500
## 2173 0 3.4596
## 2174 0 5.6644
## 2175 0 5.6644
## 2176 0 5.6644
## 2177 0 3.5721
## 2178 0 2.1904
## 2179 0 2.1904
## 2180 0 5.6644
## 2181 0 2.1904
## 2182 0 5.6644
## 2183 0 3.5721
## 2184 0 3.1684
## 2185 0 3.1684
## 2186 0 5.6644
## 2187 0 5.6644
## 2188 0 3.5721
## 2189 0 5.6644
## 2190 0 5.6644
## 2191 0 5.6644
## 2192 0 3.5721
## 2193 0 2.2500
## 2194 0 2.2500
## 2195 0 5.6644
## 2196 0 5.6644
## 2197 0 3.1684
## 2198 0 3.5721
## 2199 0 5.6644
## 2200 0 3.5721
## 2201 0 0.3969
## 2202 0 0.0529
## 2203 0 0.0529
## 2204 0 24.4036
## 2205 0 15.6816
## 2206 1 28.5156
## 2207 0 16.0801
## 2208 1 15.6816
## 2209 1 15.6816
## 2210 0 16.7281
## 2211 0 18.8356
## 2212 0 17.0569
## 2213 0 17.0569
## 2214 1 16.7281
## 2215 0 17.0569
## 2216 0 17.0569
## 2217 0 15.6816
## 2218 0 16.0801
## 2219 0 16.7281
## 2220 0 16.7281
## 2221 1 16.7281
## 2222 0 17.0569
## 2223 0 17.0569
## 2224 0 17.0569
## 2225 0 16.7281
## 2226 1 15.6816
## 2227 0 17.0569
## 2228 0 15.6816
## 2229 0 15.6816
## 2230 0 16.0801
## 2231 0 16.0801
## 2232 0 16.7281
## 2233 0 24.4036
## 2234 0 16.0801
## 2235 0 15.6816
## 2236 0 17.0569
## 2237 1 0.6241
## 2238 0 7.5625
## 2239 0 10.2400
## 2240 0 10.2400
## 2241 1 7.6176
## 2242 1 7.6176
## 2243 0 10.2400
## 2244 0 7.6176
## 2245 0 14.4400
## 2246 0 1.1236
## 2247 0 1.0404
## 2248 0 1.0609
## 2249 0 1.0609
## 2250 0 9.3025
## 2251 0 7.2900
## 2252 0 7.2900
## 2253 0 10.5625
## 2254 0 7.2900
## 2255 0 10.5625
## 2256 0 12.2500
## 2257 0 10.5625
## 2258 0 13.5424
## 2259 0 6.8121
## 2260 0 13.5424
## 2261 0 12.8164
## 2262 0 6.8121
## 2263 0 12.8164
## 2264 0 12.8164
## 2265 0 12.8164
## 2266 0 0.8100
## 2267 0 0.8281
## 2268 0 3.9204
## 2269 0 5.1076
## 2270 0 4.7961
## 2271 0 4.9729
## 2272 0 4.7961
## 2273 0 3.9204
## 2274 0 3.9204
## 2275 0 4.7961
## 2276 0 4.7961
## 2277 0 5.1076
## 2278 0 3.9204
## 2279 0 5.1076
## 2280 0 5.1076
## 2281 0 5.1076
## 2282 0 4.7961
## 2283 0 3.9204
## 2284 0 4.7961
## 2285 0 4.9729
## 2286 0 5.1076
## 2287 0 4.9729
## 2288 0 1.2544
## 2289 1 3.8025
## 2290 0 4.0000
## 2291 0 3.6864
## 2292 0 3.1329
## 2293 0 3.6864
## 2294 1 3.1329
## 2295 0 5.2900
## 2296 1 4.0000
## 2297 0 4.0000
## 2298 0 4.0000
## 2299 0 0.0100
## 2300 0 0.0100
## 2301 0 0.0100
## 2302 0 0.0100
## 2303 0 4.3681
## 2304 0 5.7600
## 2305 0 4.7961
## 2306 0 4.8400
## 2307 0 4.3681
## 2308 0 5.7600
## 2309 0 4.8400
## 2310 0 5.0176
## 2311 0 4.3681
## 2312 0 4.3681
## 2313 0 4.7961
## 2314 0 4.8400
## 2315 0 4.8400
## 2316 0 4.8400
## 2317 0 4.8400
## 2318 0 5.7600
## 2319 0 4.7961
## 2320 0 4.8400
## 2321 0 5.7600
## 2322 0 4.8400
## 2323 0 4.8400
## 2324 0 4.8400
## 2325 0 5.7600
## 2326 0 4.7961
## 2327 0 5.7600
## 2328 0 4.7961
## 2329 1 4.3681
## 2330 0 3.6481
## 2331 1 3.6481
## 2332 0 4.4521
## 2333 0 4.4521
## 2334 0 3.6481
## 2335 0 3.6481
## 2336 0 2.9929
## 2337 1 3.6481
## 2338 0 4.4521
## 2339 0 3.6481
## 2340 0 3.6481
## 2341 0 4.4521
## 2342 0 4.4521
## 2343 0 3.6481
## 2344 0 4.4521
## 2345 0 1.4400
## 2346 0 1.4400
## 2347 0 0.1296
## 2348 0 0.1296
## 2349 0 0.1296
## 2350 0 0.0529
## 2351 0 0.0625
## 2352 0 0.1296
## 2353 0 0.1089
## 2354 0 0.1296
## 2355 0 0.0529
## 2356 0 3.0976
## 2357 0 1.5625
## 2358 0 3.0976
## 2359 0 1.4641
## 2360 0 0.1369
## 2361 0 0.1600
## 2362 0 0.1600
## 2363 0 0.1521
## 2364 0 7.6176
## 2365 0 10.4976
## 2366 0 10.4976
## 2367 0 7.6176
## 2368 0 5.6644
## 2369 0 5.6644
## 2370 0 7.6176
## 2371 0 7.6176
## 2372 0 10.4976
## 2373 0 10.4976
## 2374 0 7.6176
## 2375 0 10.4976
## 2376 0 10.4976
## 2377 1 7.6176
## 2378 0 10.4976
## 2379 0 8.0089
## 2380 0 7.6176
## 2381 0 7.6176
## 2382 0 10.4976
## 2383 0 10.4976
## 2384 0 5.6644
## 2385 0 7.6176
## 2386 0 10.4976
## 2387 0 10.4329
## 2388 0 10.4976
## 2389 0 10.4976
## 2390 0 10.4976
## 2391 0 5.6644
## 2392 0 10.4976
## 2393 0 5.6644
## 2394 0 7.6176
## 2395 0 5.5696
## 2396 0 10.3684
## 2397 1 5.6644
## 2398 0 10.4976
## 2399 0 5.6644
## 2400 0 10.4976
## 2401 0 5.6644
## 2402 0 5.6644
## 2403 0 8.0089
## 2404 0 0.0144
## 2405 0 0.0100
## 2406 0 0.0144
## 2407 0 0.0121
## 2408 0 32.9476
## 2409 0 30.9136
## 2410 0 30.9136
## 2411 0 32.9476
## 2412 0 27.6676
## 2413 0 25.3009
## 2414 0 25.3009
## 2415 1 25.3009
## 2416 0 30.9136
## 2417 0 27.6676
## 2418 0 27.6676
## 2419 0 27.6676
## 2420 0 30.9136
## 2421 0 27.6676
## 2422 0 30.9136
## 2423 0 30.9136
## 2424 0 27.6676
## 2425 0 29.0521
## 2426 0 30.9136
## 2427 0 29.0521
## 2428 0 27.6676
## 2429 0 27.6676
## 2430 0 28.9444
## 2431 0 27.6676
## 2432 0 30.9136
## 2433 0 29.0521
## 2434 0 29.0521
## 2435 0 27.6676
## 2436 0 29.0521
## 2437 0 27.6676
## 2438 0 27.6676
## 2439 0 29.0521
## 2440 1 27.6676
## 2441 0 25.3009
## 2442 0 25.3009
## 2443 0 32.9476
## 2444 0 29.0521
## 2445 0 27.6676
## 2446 0 25.3009
## 2447 0 27.6676
## 2448 0 29.0521
## 2449 0 30.9136
## 2450 0 30.9136
## 2451 0 29.0521
## 2452 0 29.0521
## 2453 0 1.7424
## 2454 0 1.0201
## 2455 0 0.8836
## 2456 0 1.7424
## 2457 0 1.7424
## 2458 0 1.0201
## 2459 0 3.1684
## 2460 0 3.8416
## 2461 0 3.6864
## 2462 0 3.6864
## 2463 0 3.8416
## 2464 0 2.9241
## 2465 0 5.2900
## 2466 0 3.6864
## 2467 0 3.8416
## 2468 0 3.8416
## 2469 0 3.1684
## 2470 0 3.1684
## 2471 0 3.6864
## 2472 0 6.2500
## 2473 0 4.1616
## 2474 0 5.6169
## 2475 0 5.6644
## 2476 0 5.6169
## 2477 0 5.6169
## 2478 0 5.6169
## 2479 0 5.6644
## 2480 0 5.6644
## 2481 0 5.6169
## 2482 0 5.6169
## 2483 0 5.6169
## 2484 0 5.6169
## 2485 0 5.6644
## 2486 0 5.6169
## 2487 0 6.3001
## 2488 0 5.6644
## 2489 0 5.6169
## 2490 0 5.6644
## 2491 0 6.3001
## 2492 0 5.6169
## 2493 0 4.1616
## 2494 0 5.6169
## 2495 0 5.6644
## 2496 0 5.6169
## 2497 0 5.6169
## 2498 0 6.3001
## 2499 0 4.1616
## 2500 0 5.6644
## 2501 0 5.6169
## 2502 0 5.6169
## 2503 0 6.3001
## 2504 0 5.6169
## 2505 0 5.6169
## 2506 0 6.3001
## 2507 0 4.1616
## 2508 0 4.1616
## 2509 0 6.0516
## 2510 0 5.6644
## 2511 0 6.3001
## 2512 0 5.6644
## 2513 0 0.1681
## 2514 0 0.2601
## 2515 0 0.0900
## 2516 0 1.9321
## 2517 0 1.9321
## 2518 0 1.9321
## 2519 0 1.9321
## 2520 0 3.0976
## 2521 0 3.0976
## 2522 0 1.9321
## 2523 0 3.0976
## 2524 0 2.5600
## 2525 0 2.7225
## 2526 1 0.3600
## 2527 0 0.0256
## 2528 0 11.4244
## 2529 0 10.2400
## 2530 0 11.4244
## 2531 0 13.2496
## 2532 0 10.2400
## 2533 0 9.6100
## 2534 0 9.6100
## 2535 0 10.2400
## 2536 1 9.6100
## 2537 0 9.6100
## 2538 0 13.2496
## 2539 0 9.6100
## 2540 0 9.6100
## 2541 0 9.6100
## 2542 0 10.2400
## 2543 0 9.6100
## 2544 0 10.2400
## 2545 0 13.2496
## 2546 0 10.2400
## 2547 1 1.0404
## 2548 0 1.5625
## 2549 0 1.5625
## 2550 0 0.7225
## 2551 0 0.7225
## 2552 0 0.5625
## 2553 0 0.3025
## 2554 0 3.0625
## 2555 0 3.0625
## 2556 0 3.0625
## 2557 0 4.4100
## 2558 0 4.0401
## 2559 0 1.7689
## 2560 0 2.8900
## 2561 0 2.8900
## 2562 0 4.0401
## 2563 0 20.2500
## 2564 0 5.4289
## 2565 0 1.7689
## 2566 0 2.8900
## 2567 0 3.0625
## 2568 0 0.0625
## 2569 0 0.1296
## 2570 0 0.0729
## 2571 0 0.0729
## 2572 0 0.0729
## 2573 1 4.6225
## 2574 1 2.8224
## 2575 1 4.6656
## 2576 1 2.8224
## 2577 0 4.7524
## 2578 1 4.2849
## 2579 0 0.0064
## 2580 0 16.7281
## 2581 1 13.1044
## 2582 1 16.7281
## 2583 1 16.7281
## 2584 0 13.1044
## 2585 0 12.1104
## 2586 1 12.4609
## 2587 0 16.7281
## 2588 0 12.1104
## 2589 0 16.7281
## 2590 0 11.9025
## 2591 0 9.6100
## 2592 0 10.1761
## 2593 0 11.0889
## 2594 0 11.9025
## 2595 0 11.0889
## 2596 0 10.1761
## 2597 0 11.9025
## 2598 0 11.9025
## 2599 0 11.9025
## 2600 0 9.6100
## 2601 0 9.6100
## 2602 0 11.0889
## 2603 0 11.0889
## 2604 0 10.1761
## 2605 0 11.9025
## 2606 0 11.0889
## 2607 0 11.9025
## 2608 0 10.1761
## 2609 0 11.0889
## 2610 0 10.1761
## 2611 0 11.0224
## 2612 0 2.7225
## 2613 0 2.4336
## 2614 0 3.0976
## 2615 0 2.4336
## 2616 0 3.2761
## 2617 0 3.2761
## 2618 0 2.4336
## 2619 0 3.2761
## 2620 0 3.2761
## 2621 0 2.7225
## 2622 0 3.2761
## 2623 0 2.4336
## 2624 0 3.2761
## 2625 0 2.4336
## 2626 0 2.7225
## 2627 0 33.0625
## 2628 0 47.1969
## 2629 0 33.0625
## 2630 0 51.1225
## 2631 0 33.0625
## 2632 0 37.2100
## 2633 0 33.4084
## 2634 0 47.1969
## 2635 0 51.1225
## 2636 0 47.1969
## 2637 0 49.0000
## 2638 0 35.4025
## 2639 0 33.0625
## 2640 0 47.1969
## 2641 0 33.0625
## 2642 0 37.2100
## 2643 0 47.1969
## 2644 0 47.1969
## 2645 0 51.1225
## 2646 0 47.1969
## 2647 0 51.1225
## 2648 0 33.0625
## 2649 0 51.1225
## 2650 1 33.0625
## 2651 0 47.1969
## 2652 0 33.0625
## 2653 0 37.2100
## 2654 0 51.1225
## 2655 0 49.0000
## 2656 0 47.1969
## 2657 0 51.1225
## 2658 0 47.1969
## 2659 0 51.1225
## 2660 0 37.2100
## 2661 0 37.2100
## 2662 0 47.1969
## 2663 0 33.0625
## 2664 0 33.0625
## 2665 0 51.1225
## 2666 0 49.0000
## 2667 0 47.1969
## 2668 0 51.1225
## 2669 0 51.1225
## 2670 0 47.1969
## 2671 1 51.1225
## 2672 0 37.2100
## 2673 0 47.1969
## 2674 0 33.0625
## 2675 0 47.1969
## 2676 0 51.1225
## 2677 0 47.1969
## 2678 0 33.0625
## 2679 0 33.0625
## 2680 0 51.1225
## 2681 0 51.1225
## 2682 0 33.0625
## 2683 0 51.1225
## 2684 0 37.2100
## 2685 0 33.0625
## 2686 0 33.0625
## 2687 0 37.2100
## 2688 0 47.1969
## 2689 0 37.2100
## 2690 0 51.1225
## 2691 0 49.0000
## 2692 0 33.0625
## 2693 0 33.0625
## 2694 0 33.0625
## 2695 0 51.1225
## 2696 0 51.1225
## 2697 0 51.1225
## 2698 0 51.1225
## 2699 0 51.1225
## 2700 0 49.0000
## 2701 0 47.1969
## 2702 0 49.0000
## 2703 0 51.1225
## 2704 0 59.4441
## 2705 0 35.4025
## 2706 0 47.1969
## 2707 0 37.2100
## 2708 0 51.1225
## 2709 0 51.1225
## 2710 0 37.2100
## 2711 0 59.4441
## 2712 0 37.2100
## 2713 0 37.2100
## 2714 0 33.0625
## 2715 0 51.1225
## 2716 0 47.1969
## 2717 0 2.3716
## 2718 0 1.7424
## 2719 0 2.3716
## 2720 0 1.1881
## 2721 0 1.4400
## 2722 0 2.3716
## 2723 0 2.3716
## 2724 0 1.7424
## 2725 0 1.9600
## 2726 0 2.7556
## 2727 0 1.4400
## 2728 1 2.0736
## 2729 0 0.0196
## 2730 0 0.6561
## 2731 0 0.5625
## 2732 0 0.6561
## 2733 0 0.5625
## 2734 0 0.3600
## 2735 0 0.4489
## 2736 0 0.2401
## 2737 1 0.2025
## 2738 1 0.2025
## 2739 0 1.7161
## 2740 0 1.7161
## 2741 0 1.7161
## 2742 0 2.0164
## 2743 0 1.6129
## 2744 0 1.6129
## 2745 0 0.7056
## 2746 0 0.7056
## 2747 0 3.7249
## 2748 0 0.1936
## 2749 0 0.2500
## 2750 0 0.2304
## 2751 0 0.2500
## 2752 0 0.2500
## 2753 0 0.1936
## 2754 0 0.2209
## 2755 0 0.2304
## 2756 0 0.0961
## 2757 0 0.0625
## 2758 0 0.0529
## 2759 0 6.3504
## 2760 0 4.5369
## 2761 0 0.3481
## 2762 0 0.9409
## 2763 0 0.9409
## 2764 0 0.7396
## 2765 0 0.5625
## 2766 0 0.5625
## 2767 0 12.9600
## 2768 0 12.6025
## 2769 0 11.6281
## 2770 1 11.0224
## 2771 0 12.9600
## 2772 0 11.5600
## 2773 0 14.2129
## 2774 0 11.6281
## 2775 0 12.9600
## 2776 0 12.6025
## 2777 0 14.2129
## 2778 0 0.6889
## 2779 0 6.1009
## 2780 0 5.7121
## 2781 0 5.7121
## 2782 0 6.8121
## 2783 0 6.1009
## 2784 0 6.8121
## 2785 0 6.1009
## 2786 0 5.7121
## 2787 0 0.8281
## 2788 1 0.5041
## 2789 0 11.0224
## 2790 1 9.2416
## 2791 0 10.7584
## 2792 0 11.0224
## 2793 0 10.7584
## 2794 0 10.7584
## 2795 0 8.5849
## 2796 0 9.2416
## 2797 0 8.5849
## 2798 0 11.0224
## 2799 0 8.5849
## 2800 1 10.7584
## 2801 1 9.2416
## 2802 0 11.0224
## 2803 0 8.5849
## 2804 0 10.7584
## 2805 0 11.0224
## 2806 0 9.2416
## 2807 0 10.7584
## 2808 0 0.0100
## 2809 0 16.5649
## 2810 0 14.0625
## 2811 0 20.1601
## 2812 0 13.2496
## 2813 0 14.0625
## 2814 0 14.0625
## 2815 0 20.1601
## 2816 0 14.0625
## 2817 0 14.0625
## 2818 0 14.0625
## 2819 0 11.6281
## 2820 0 20.1601
## 2821 0 20.1601
## 2822 0 13.2496
## 2823 0 20.1601
## 2824 0 13.2496
## 2825 0 20.1601
## 2826 0 20.1601
## 2827 0 13.2496
## 2828 0 14.0625
## 2829 0 20.1601
## 2830 0 13.2496
## 2831 0 20.1601
## 2832 0 14.0625
## 2833 0 47.1969
## 2834 0 13.2496
## 2835 0 1.3456
## 2836 1 1.3689
## 2837 0 1.5876
## 2838 0 0.0100
## 2839 0 1.4400
## 2840 0 1.4400
## 2841 0 1.4400
## 2842 0 1.4400
## 2843 0 1.4400
## 2844 0 1.0816
## 2845 0 1.0000
## 2846 0 1.0000
## 2847 0 1.4400
## 2848 0 1.0000
## 2849 0 0.1225
## 2850 0 1.6641
## 2851 0 0.1156
## 2852 0 0.1156
## 2853 0 0.1156
## 2854 0 0.1156
## 2855 0 0.0625
## 2856 0 0.1369
## 2857 0 0.0900
## 2858 0 5.4756
## 2859 1 5.4756
## 2860 0 4.5796
## 2861 1 3.0976
## 2862 1 4.4521
## 2863 0 3.0976
## 2864 0 3.0976
## 2865 1 3.0976
## 2866 0 8.1796
## 2867 0 7.6729
## 2868 0 9.0000
## 2869 0 7.6729
## 2870 0 7.6729
## 2871 0 9.0000
## 2872 0 6.7081
## 2873 0 6.7081
## 2874 0 9.0000
## 2875 0 7.6729
## 2876 0 7.6729
## 2877 0 8.0656
## 2878 0 9.0000
## 2879 0 8.1796
## 2880 0 9.0000
## 2881 0 8.1796
## 2882 0 6.7081
## 2883 0 6.7081
## 2884 0 9.0000
## 2885 0 6.7081
## 2886 0 9.0000
## 2887 0 7.6729
## 2888 0 6.7081
## 2889 0 9.1204
## 2890 0 9.0000
## 2891 0 9.0000
## 2892 0 6.7081
## 2893 0 6.7081
## 2894 0 7.6729
## 2895 0 9.0000
## 2896 0 7.6729
## 2897 0 8.1796
## 2898 0 6.7081
## 2899 0 9.0000
## 2900 0 7.6729
## 2901 0 9.0000
## 2902 0 6.7081
## 2903 0 8.1796
## 2904 0 7.6729
## 2905 0 9.0000
## 2906 0 9.1204
## 2907 0 7.6729
## 2908 0 9.0000
## 2909 0 9.0000
## 2910 1 9.0000
## 2911 0 0.4356
## 2912 0 0.3844
## 2913 0 0.3844
## 2914 0 0.0025
## 2915 0 0.0400
## 2916 0 0.0400
## 2917 0 11.9025
## 2918 0 0.0144
## 2919 0 0.0400
## 2920 0 1.8225
## 2921 1 1.0404
## 2922 1 1.1025
## 2923 1 1.1025
## 2924 0 8.5264
## 2925 0 7.7841
## 2926 0 5.4289
## 2927 0 7.7841
## 2928 0 8.2944
## 2929 0 7.7841
## 2930 0 8.5264
## 2931 0 8.2944
## 2932 0 7.7841
## 2933 0 8.2944
## 2934 0 5.4289
## 2935 0 8.2944
## 2936 0 5.4289
## 2937 0 0.0256
## 2938 0 0.0324
## 2939 0 0.0324
## 2940 0 0.0324
## 2941 0 0.0676
## 2942 0 1.1025
## 2943 0 1.2996
## 2944 0 0.9801
## 2945 0 0.3969
## 2946 0 0.0049
## 2947 0 0.1521
## 2948 0 0.1681
## 2949 0 0.1521
## 2950 0 6.5025
## 2951 0 6.3504
## 2952 0 6.5025
## 2953 0 10.1761
## 2954 0 6.5025
## 2955 0 6.3504
## 2956 0 6.5025
## 2957 0 6.3504
## 2958 0 5.5225
## 2959 0 5.5225
## 2960 0 5.5225
## 2961 0 10.1761
## 2962 0 5.5225
## 2963 0 6.3504
## 2964 0 6.5025
## 2965 0 6.3504
## 2966 0 9.0601
## 2967 0 6.3504
## 2968 0 10.1761
## 2969 0 5.5225
## 2970 0 6.5025
## 2971 0 6.3504
## 2972 0 10.1761
## 2973 0 6.4009
## 2974 0 5.5225
## 2975 0 6.5025
## 2976 0 6.3504
## 2977 1 2.4964
## 2978 0 2.4964
## 2979 0 2.4964
## 2980 0 0.0400
## 2981 0 0.1156
## 2982 0 0.1156
## 2983 0 2.4964
## 2984 0 0.0961
## 2985 0 10.0489
## 2986 0 4.4944
## 2987 0 4.4521
## 2988 0 4.4944
## 2989 0 4.4944
## 2990 0 4.3681
## 2991 0 4.4944
## 2992 0 4.4944
## 2993 0 4.4944
## 2994 1 4.0000
## 2995 0 4.4944
## 2996 0 4.4944
## 2997 0 9.6721
## 2998 0 11.9025
## 2999 0 11.5600
## 3000 0 11.9025
## 3001 0 13.3225
## 3002 0 11.2225
## 3003 0 11.9025
## 3004 0 11.9025
## 3005 0 11.9025
## 3006 0 10.0489
## 3007 0 13.3225
## 3008 0 3.2761
## 3009 0 2.5281
## 3010 0 3.8025
## 3011 0 3.9601
## 3012 0 2.5281
## 3013 0 2.5281
## 3014 0 2.5281
## 3015 0 4.2025
## 3016 0 2.5281
## 3017 0 3.8025
## 3018 0 2.7889
## 3019 0 3.8025
## 3020 0 2.7889
## 3021 0 0.7569
## 3022 0 0.7569
## 3023 0 1.2544
## 3024 0 0.5776
## 3025 0 0.7569
## 3026 0 1.0201
## 3027 0 1.4641
## 3028 0 1.0201
## 3029 0 0.9801
## 3030 0 0.9801
## 3031 0 0.9801
## 3032 0 0.8649
## 3033 0 0.8649
## 3034 0 11.0224
## 3035 0 11.0224
## 3036 0 11.0224
## 3037 0 11.0224
## 3038 0 0.0900
## 3039 0 11.0224
## 3040 0 12.2500
## 3041 0 9.7969
## 3042 0 10.3684
## 3043 0 11.0224
## 3044 0 11.0224
## 3045 0 9.7969
## 3046 0 11.0224
## 3047 0 12.2500
## 3048 0 10.3684
## 3049 0 7.2900
## 3050 0 7.2900
## 3051 0 9.7969
## 3052 0 10.3041
## 3053 0 9.7969
## 3054 0 9.7969
## 3055 0 10.3684
## 3056 0 10.3684
## 3057 0 10.3684
## 3058 0 7.2900
## 3059 0 9.7969
## 3060 0 9.7969
## 3061 0 9.7969
## 3062 0 10.4329
## 3063 0 9.7969
## 3064 0 11.0224
## 3065 0 11.0224
## 3066 0 11.0224
## 3067 0 11.0224
## 3068 1 7.2900
## 3069 0 10.4976
## 3070 0 1.5876
## 3071 0 1.7689
## 3072 0 1.5876
## 3073 0 1.7689
## 3074 0 2.3409
## 3075 0 2.0164
## 3076 0 1.5876
## 3077 0 2.7225
## 3078 0 0.0144
## 3079 0 0.0100
## 3080 0 2.6896
## 3081 0 2.2801
## 3082 1 14.0625
## 3083 0 16.2409
## 3084 1 14.0625
## 3085 1 16.2409
## 3086 1 18.4900
## 3087 1 14.0625
## 3088 1 14.0625
## 3089 0 18.4900
## 3090 0 1.4884
## 3091 0 0.4356
## 3092 0 1.4641
## 3093 0 1.4884
## 3094 0 0.4356
## 3095 0 0.4356
## 3096 0 1.1664
## 3097 0 0.4356
## 3098 0 0.5476
## 3099 0 1.4884
## 3100 0 0.4356
## 3101 0 1.1664
## 3102 0 1.4884
## 3103 0 1.1664
## 3104 0 0.5476
## 3105 0 0.4356
## 3106 0 1.1664
## 3107 0 0.4356
## 3108 0 0.4356
## 3109 0 1.4884
## 3110 0 0.4225
## 3111 0 1.4884
## 3112 0 0.4356
## 3113 0 1.4884
## 3114 0 1.1664
## 3115 0 0.5476
## 3116 0 1.4884
## 3117 0 1.4884
## 3118 0 1.1664
## 3119 0 1.4884
## 3120 0 1.1664
## 3121 0 1.4884
## 3122 0 0.1849
## 3123 0 0.1849
## 3124 0 0.2704
## 3125 0 0.2916
## 3126 0 0.1849
## 3127 0 0.1369
## 3128 0 7.5625
## 3129 0 8.7025
## 3130 0 5.7121
## 3131 0 5.3361
## 3132 0 5.4289
## 3133 0 5.4289
## 3134 0 5.4289
## 3135 0 5.4289
## 3136 1 0.6724
## 3137 0 0.7056
## 3138 1 0.7056
## 3139 0 0.5476
## 3140 0 0.5476
## 3141 0 0.5476
## 3142 0 0.3844
## 3143 0 0.2809
## 3144 0 3.2400
## 3145 0 3.2400
## 3146 0 3.3489
## 3147 0 2.8900
## 3148 0 3.3489
## 3149 1 2.5600
## 3150 0 2.8900
## 3151 0 3.2400
## 3152 0 2.5600
## 3153 0 3.2400
## 3154 0 2.5600
## 3155 0 3.4225
## 3156 0 2.5600
## 3157 0 3.3489
## 3158 0 2.4649
## 3159 0 2.4025
## 3160 0 2.4025
## 3161 0 2.4649
## 3162 0 2.4025
## 3163 0 2.4336
## 3164 0 2.4025
## 3165 0 2.4025
## 3166 0 2.4336
## 3167 0 2.4025
## 3168 0 1.9600
## 3169 0 2.8224
## 3170 0 2.6244
## 3171 0 2.4336
## 3172 0 2.7225
## 3173 1 2.4025
## 3174 0 48.7204
## 3175 0 2.4025
## 3176 0 2.4336
## 3177 0 8.0656
## 3178 0 6.9169
## 3179 0 5.4756
## 3180 0 7.4529
## 3181 0 5.4756
## 3182 0 8.2369
## 3183 0 6.6049
## 3184 0 6.6049
## 3185 0 6.6049
## 3186 0 5.4756
## 3187 0 6.6049
## 3188 0 5.4756
## 3189 0 6.6049
## 3190 0 5.4756
## 3191 0 6.6049
## 3192 0 6.6049
## 3193 0 5.4756
## 3194 0 6.6049
## 3195 0 5.4756
## 3196 0 5.4756
## 3197 0 5.4756
## 3198 0 5.4756
## 3199 0 6.6049
## 3200 0 5.4756
## 3201 0 5.4756
## 3202 0 5.4756
## 3203 0 5.4756
## 3204 0 6.6049
## 3205 0 5.4756
## 3206 0 5.4756
## 3207 0 6.6049
## 3208 0 6.6049
## 3209 0 4.9284
## 3210 0 4.9284
## 3211 0 4.9284
## 3212 0 6.6049
## 3213 0 4.9284
## 3214 0 5.4756
## 3215 0 6.6049
## 3216 0 4.9284
## 3217 0 5.4756
## 3218 0 6.6049
## 3219 0 5.4756
## 3220 0 4.9284
## 3221 0 6.6049
## 3222 0 6.6049
## 3223 0 5.8081
## 3224 0 4.3681
## 3225 0 5.4756
## 3226 0 5.4756
## 3227 0 4.3681
## 3228 0 5.4756
## 3229 0 5.1984
## 3230 0 5.4756
## 3231 0 5.4756
## 3232 0 5.4756
## 3233 0 5.4756
## 3234 0 5.4756
## 3235 0 4.3681
## 3236 0 5.8081
## 3237 0 5.4756
## 3238 0 5.8081
## 3239 0 5.4756
## 3240 0 5.4756
## 3241 0 4.3681
## 3242 0 4.3681
## 3243 0 5.8081
## 3244 0 4.0000
## 3245 0 5.4756
## 3246 0 5.4756
## 3247 0 5.4756
## 3248 0 5.4756
## 3249 0 4.0000
## 3250 0 4.1616
## 3251 0 5.4756
## 3252 0 4.0000
## 3253 0 5.8081
## 3254 0 5.4756
## 3255 0 1.6129
## 3256 0 1.8769
## 3257 0 1.8769
## 3258 0 1.4641
## 3259 0 1.8769
## 3260 0 1.6129
## 3261 0 1.6384
## 3262 0 1.8769
## 3263 0 1.6384
## 3264 0 1.6129
## 3265 0 1.8769
## 3266 0 1.8769
## 3267 1 0.7396
## 3268 1 0.6241
## 3269 1 1.7956
## 3270 1 1.4884
## 3271 0 0.2116
## 3272 0 0.1681
## 3273 0 0.1681
## 3274 0 0.2025
## 3275 0 0.2116
## 3276 0 0.0529
## 3277 0 0.0676
## 3278 0 0.1225
## 3279 0 0.0400
## 3280 0 0.0529
## 3281 0 0.0484
## 3282 0 0.0676
## 3283 0 13.9129
## 3284 0 13.9129
## 3285 0 17.2225
## 3286 0 13.9129
## 3287 0 17.2225
## 3288 0 13.9129
## 3289 0 17.2225
## 3290 0 17.6400
## 3291 0 13.9129
## 3292 0 17.2225
## 3293 0 13.9129
## 3294 0 17.2225
## 3295 0 17.2225
## 3296 0 15.2100
## 3297 0 15.2100
## 3298 0 13.9129
## 3299 0 15.2100
## 3300 0 15.2100
## 3301 0 13.9129
## 3302 0 15.2100
## 3303 0 17.2225
## 3304 0 17.2225
## 3305 0 17.2225
## 3306 1 13.9129
## 3307 1 17.2225
## 3308 0 15.2100
## 3309 0 15.2100
## 3310 0 17.2225
## 3311 0 17.2225
## 3312 0 15.2100
## 3313 0 17.2225
## 3314 0 13.9129
## 3315 0 17.2225
## 3316 0 17.2225
## 3317 0 15.2100
## 3318 0 15.2100
## 3319 0 15.2100
## 3320 0 15.2100
## 3321 0 13.3225
## 3322 0 16.0801
## 3323 0 18.4041
## 3324 0 17.3056
## 3325 0 16.0801
## 3326 0 17.3056
## 3327 0 13.3225
## 3328 0 13.3225
## 3329 0 18.4041
## 3330 0 17.3056
## 3331 0 17.3056
## 3332 0 13.3225
## 3333 0 0.3600
## 3334 1 0.3249
## 3335 1 0.2916
## 3336 0 0.0676
## 3337 0 0.1024
## 3338 0 0.0961
## 3339 0 0.5929
## 3340 1 0.7569
## 3341 0 0.1156
## 3342 0 0.1225
## 3343 0 0.1225
## 3344 0 0.1156
## 3345 0 0.0841
## 3346 0 0.1296
## 3347 0 0.0841
## 3348 0 0.1296
## 3349 0 0.1225
## 3350 0 0.1296
## 3351 0 1.8225
## 3352 0 0.1936
## 3353 0 0.1156
## 3354 0 0.0841
## 3355 0 2.1025
## 3356 0 1.3924
## 3357 0 2.1025
## 3358 1 1.3924
## 3359 0 2.1025
## 3360 0 2.0449
## 3361 0 2.1025
## 3362 0 2.0449
## 3363 0 0.0625
## 3364 0 0.0225
## 3365 0 0.0625
## 3366 0 0.0225
## 3367 0 0.0441
## 3368 0 0.0441
## 3369 0 3.6481
## 3370 0 6.4516
## 3371 0 5.0176
## 3372 1 6.4516
## 3373 1 3.6481
## 3374 0 6.4516
## 3375 0 4.4521
## 3376 0 7.7841
## 3377 0 3.6481
## 3378 0 3.6481
## 3379 1 3.6481
## 3380 0 6.4516
## 3381 0 6.4516
## 3382 0 4.4521
## 3383 0 6.4516
## 3384 0 3.7249
## 3385 0 2.9584
## 3386 0 6.4009
## 3387 0 8.2369
## 3388 0 6.4009
## 3389 0 4.4521
## 3390 0 6.0516
## 3391 1 3.6481
## 3392 0 6.4516
## 3393 0 4.4521
## 3394 0 6.4009
## 3395 0 3.6481
## 3396 0 6.4516
## 3397 0 3.6481
## 3398 0 3.6481
## 3399 0 4.4521
## 3400 0 6.4009
## 3401 0 4.4521
## 3402 0 6.4516
## 3403 0 6.4009
## 3404 1 8.2369
## 3405 0 6.4009
## 3406 0 8.2369
## 3407 0 3.6481
## 3408 0 4.4521
## 3409 0 4.4521
## 3410 1 6.4009
## 3411 0 7.7841
## 3412 0 6.4516
## 3413 0 6.4009
## 3414 0 4.4521
## 3415 0 6.4009
## 3416 0 6.4516
## 3417 0 6.4516
## 3418 0 6.4009
## 3419 0 3.6481
## 3420 0 4.4521
## 3421 0 6.4516
## 3422 0 6.4516
## 3423 0 6.4009
## 3424 0 4.4521
## 3425 0 3.6481
## 3426 0 3.6481
## 3427 0 6.4516
## 3428 0 6.4516
## 3429 0 6.4009
## 3430 0 4.4521
## 3431 0 4.4521
## 3432 0 6.0516
## 3433 0 5.4756
## 3434 0 8.5264
## 3435 0 5.4756
## 3436 0 6.5536
## 3437 0 6.6564
## 3438 0 6.5536
## 3439 0 6.5536
## 3440 0 6.0516
## 3441 0 6.5536
## 3442 0 6.0516
## 3443 0 6.0516
## 3444 0 6.5536
## 3445 1 6.5536
## 3446 0 6.5536
## 3447 0 6.5536
## 3448 0 5.4756
## 3449 0 6.0516
## 3450 0 6.5536
## 3451 0 6.3001
## 3452 0 5.4756
## 3453 0 6.0516
## 3454 0 6.3001
## 3455 0 6.0516
## 3456 0 6.0516
## 3457 0 26.8324
## 3458 0 27.2484
## 3459 0 23.9121
## 3460 0 23.9121
## 3461 0 34.1056
## 3462 0 26.8324
## 3463 0 26.8324
## 3464 0 30.9136
## 3465 0 23.9121
## 3466 0 30.9136
## 3467 0 23.9121
## 3468 0 23.9121
## 3469 0 22.7529
## 3470 0 27.2484
## 3471 0 22.7529
## 3472 0 27.2484
## 3473 0 22.7529
## 3474 0 23.9121
## 3475 1 27.2484
## 3476 0 26.8324
## 3477 0 23.9121
## 3478 0 26.8324
## 3479 0 26.8324
## 3480 0 34.9281
## 3481 0 26.8324
## 3482 0 26.8324
## 3483 0 22.7529
## 3484 0 22.7529
## 3485 0 23.9121
## 3486 0 23.9121
## 3487 0 26.8324
## 3488 0 27.2484
## 3489 0 27.2484
## 3490 0 26.8324
## 3491 0 26.8324
## 3492 0 23.9121
## 3493 0 23.9121
## 3494 0 27.2484
## 3495 0 23.9121
## 3496 0 22.7529
## 3497 0 27.2484
## 3498 0 27.2484
## 3499 1 22.7529
## 3500 0 23.9121
## 3501 0 22.7529
## 3502 0 34.9281
## 3503 0 34.1056
## 3504 0 23.9121
## 3505 0 30.3601
## 3506 0 0.0100
## 3507 0 51.9841
## 3508 0 34.5744
## 3509 0 34.5744
## 3510 0 34.5744
## 3511 0 36.6025
## 3512 0 48.7204
## 3513 0 34.5744
## 3514 0 34.5744
## 3515 0 36.6025
## 3516 0 48.7204
## 3517 0 34.5744
## 3518 0 34.5744
## 3519 0 30.3601
## 3520 0 48.7204
## 3521 0 34.5744
## 3522 0 30.3601
## 3523 0 30.3601
## 3524 0 48.7204
## 3525 0 48.7204
## 3526 0 48.7204
## 3527 0 30.3601
## 3528 0 36.6025
## 3529 0 30.3601
## 3530 0 30.3601
## 3531 0 30.3601
## 3532 0 30.3601
## 3533 0 36.6025
## 3534 0 36.6025
## 3535 0 34.5744
## 3536 1 30.3601
## 3537 0 30.3601
## 3538 0 64.6416
## 3539 0 48.7204
## 3540 0 48.7204
## 3541 0 30.3601
## 3542 0 36.6025
## 3543 0 36.6025
## 3544 0 36.6025
## 3545 0 34.5744
## 3546 0 36.6025
## 3547 0 48.7204
## 3548 1 47.6100
## 3549 0 34.5744
## 3550 0 34.5744
## 3551 0 30.3601
## 3552 0 30.3601
## 3553 0 34.5744
## 3554 0 30.3601
## 3555 0 40.9600
## 3556 0 34.5744
## 3557 0 30.3601
## 3558 1 1.2100
## 3559 0 0.1225
## 3560 0 0.0576
## 3561 0 0.0225
## 3562 0 0.0576
## 3563 0 45.2929
## 3564 0 45.2929
## 3565 0 48.7204
## 3566 0 40.1956
## 3567 0 40.1956
## 3568 0 32.7184
## 3569 1 48.7204
## 3570 0 48.7204
## 3571 0 45.2929
## 3572 0 32.7184
## 3573 0 32.7184
## 3574 0 48.7204
## 3575 0 32.7184
## 3576 0 40.1956
## 3577 0 32.7184
## 3578 0 45.2929
## 3579 0 32.7184
## 3580 0 48.7204
## 3581 0 40.1956
## 3582 0 48.7204
## 3583 0 40.1956
## 3584 0 32.7184
## 3585 0 48.7204
## 3586 0 48.7204
## 3587 0 48.0249
## 3588 0 32.7184
## 3589 0 48.7204
## 3590 0 48.7204
## 3591 0 48.7204
## 3592 0 48.7204
## 3593 0 48.7204
## 3594 0 32.7184
## 3595 0 45.2929
## 3596 0 45.2929
## 3597 0 32.7184
## 3598 0 48.7204
## 3599 0 48.7204
## 3600 0 48.7204
## 3601 0 45.2929
## 3602 0 40.1956
## 3603 0 48.7204
## 3604 0 40.1956
## 3605 0 48.7204
## 3606 0 48.7204
## 3607 0 32.7184
## 3608 0 40.1956
## 3609 0 40.1956
## 3610 0 40.1956
## 3611 0 32.7184
## 3612 0 45.2929
## 3613 0 48.7204
## 3614 0 45.2929
## 3615 0 48.7204
## 3616 0 32.7184
## 3617 0 1.5625
## 3618 1 1.9881
## 3619 0 46.5124
## 3620 0 33.5241
## 3621 0 33.5241
## 3622 0 30.9136
## 3623 0 30.9136
## 3624 0 30.9136
## 3625 0 30.9136
## 3626 1 33.5241
## 3627 0 46.5124
## 3628 0 30.9136
## 3629 0 46.5124
## 3630 0 34.1056
## 3631 0 34.1056
## 3632 0 33.5241
## 3633 0 39.1876
## 3634 0 33.5241
## 3635 0 34.1056
## 3636 0 34.1056
## 3637 0 34.1056
## 3638 0 46.5124
## 3639 1 34.1056
## 3640 0 34.1056
## 3641 0 46.5124
## 3642 0 34.1056
## 3643 0 46.5124
## 3644 0 34.1056
## 3645 0 0.4489
## 3646 0 0.4489
## 3647 0 0.2209
## 3648 0 0.3136
## 3649 0 0.2809
## 3650 0 0.2809
## 3651 0 0.2809
## 3652 0 0.2209
## 3653 0 0.4489
## 3654 0 0.3136
## 3655 0 0.4489
## 3656 0 0.2025
## 3657 0 0.3136
## 3658 0 0.3025
## 3659 0 0.4489
## 3660 0 0.1936
## 3661 0 0.3136
## 3662 0 0.3136
## 3663 0 0.3136
## 3664 0 0.2209
## 3665 0 0.4489
## 3666 0 9.4864
## 3667 0 9.4864
## 3668 0 10.0489
## 3669 0 10.0489
## 3670 0 9.4864
## 3671 0 8.7025
## 3672 0 10.0489
## 3673 0 8.7025
## 3674 0 10.0489
## 3675 0 8.7025
## 3676 0 9.4864
## 3677 0 8.7025
## 3678 0 9.7969
## 3679 0 8.7025
## 3680 0 9.4864
## 3681 0 9.4864
## 3682 0 9.4864
## 3683 0 10.0489
## 3684 0 10.8241
## 3685 0 10.8241
## 3686 0 9.4864
## 3687 0 10.0489
## 3688 0 8.7025
## 3689 0 9.4864
## 3690 0 10.0489
## 3691 0 10.0489
## 3692 0 10.0489
## 3693 0 10.8241
## 3694 0 10.0489
## 3695 0 9.4864
## 3696 0 10.3684
## 3697 0 10.8241
## 3698 0 8.7025
## 3699 0 11.0889
## 3700 0 9.4864
## 3701 0 8.7025
## 3702 0 8.7025
## 3703 0 9.4864
## 3704 0 9.4864
## 3705 0 10.0489
## 3706 0 10.0489
## 3707 0 9.4864
## 3708 0 10.0489
## 3709 0 9.4864
## 3710 0 10.0489
## 3711 0 10.0489
## 3712 0 4.5796
## 3713 0 4.5796
## 3714 0 6.2500
## 3715 0 6.2500
## 3716 0 6.2500
## 3717 0 1.7424
## 3718 0 4.5796
## 3719 0 4.5796
## 3720 0 5.9536
## 3721 0 6.2500
## 3722 0 5.9536
## 3723 0 6.2500
## 3724 0 6.5536
## 3725 0 4.5796
## 3726 0 4.9284
## 3727 0 4.5796
## 3728 0 5.9536
## 3729 0 8.7616
## 3730 0 7.0756
## 3731 0 8.7616
## 3732 0 7.0756
## 3733 0 7.0756
## 3734 0 7.0756
## 3735 0 7.0756
## 3736 0 8.7616
## 3737 0 8.7616
## 3738 0 7.0756
## 3739 0 7.0756
## 3740 0 7.0756
## 3741 1 0.7921
## 3742 0 1.0201
## 3743 0 0.7921
## 3744 0 0.7396
## 3745 0 3.6100
## 3746 0 3.2761
## 3747 0 2.9584
## 3748 0 3.2761
## 3749 0 2.9584
## 3750 0 2.9584
## 3751 0 2.9584
## 3752 0 2.5921
## 3753 0 2.5921
## 3754 0 3.2761
## 3755 0 2.5921
## 3756 0 2.7889
## 3757 0 2.5921
## 3758 0 2.9584
## 3759 0 2.9584
## 3760 0 2.9584
## 3761 0 2.5921
## 3762 0 2.5921
## 3763 0 3.2761
## 3764 0 2.9584
## 3765 0 2.5921
## 3766 0 2.5921
## 3767 0 3.2761
## 3768 0 3.2761
## 3769 0 2.5921
## 3770 0 2.5921
## 3771 0 3.6100
## 3772 0 3.2761
## 3773 0 2.9584
## 3774 0 3.2761
## 3775 0 3.2761
## 3776 0 2.9584
## 3777 0 3.2761
## 3778 1 2.9584
## 3779 0 2.9584
## 3780 0 2.5921
## 3781 0 3.2761
## 3782 0 2.5921
## 3783 0 2.9584
## 3784 0 2.5921
## 3785 0 3.2400
## 3786 0 10.1124
## 3787 0 0.1089
## 3788 0 0.1369
## 3789 0 0.1089
## 3790 0 0.1369
## 3791 0 8.5264
## 3792 1 10.1124
## 3793 1 9.3025
## 3794 0 10.1124
## 3795 0 8.5264
## 3796 0 8.5264
## 3797 0 8.5264
## 3798 1 8.5264
## 3799 1 0.7396
## 3800 0 0.7396
## 3801 0 0.7744
## 3802 0 10.8241
## 3803 0 10.5625
## 3804 0 10.8900
## 3805 0 10.8241
## 3806 0 10.8241
## 3807 0 10.8900
## 3808 0 12.6025
## 3809 0 10.5625
## 3810 0 2.3716
## 3811 0 2.3716
## 3812 0 2.3716
## 3813 0 2.3716
## 3814 0 2.5600
## 3815 0 3.4225
## 3816 0 3.4225
## 3817 0 2.3716
## 3818 0 2.5600
## 3819 0 3.1329
## 3820 0 0.9801
## 3821 0 2.8561
## 3822 0 2.5600
## 3823 1 2.3716
## 3824 0 3.4225
## 3825 0 3.1329
## 3826 0 3.0976
## 3827 0 2.5600
## 3828 0 2.6244
## 3829 0 2.5600
## 3830 0 2.3716
## 3831 0 2.8561
## 3832 0 2.6569
## 3833 1 2.3716
## 3834 0 2.8561
## 3835 0 1.9321
## 3836 0 2.0164
## 3837 0 2.0164
## 3838 0 1.9321
## 3839 0 1.9321
## 3840 0 2.0164
## 3841 0 1.9321
## 3842 0 2.0449
## 3843 0 2.2801
## 3844 0 1.9321
## 3845 1 0.3136
## 3846 0 0.1024
## 3847 0 0.1681
## 3848 0 0.1681
## 3849 0 0.0676
## 3850 0 0.0961
## 3851 0 0.0676
## 3852 0 0.1225
## 3853 0 0.1024
## 3854 0 0.1024
## 3855 0 0.1681
## 3856 1 3.5344
## 3857 1 4.2849
## 3858 1 4.7089
## 3859 1 3.5344
## 3860 0 3.5344
## 3861 0 4.7089
## 3862 0 4.2436
## 3863 0 4.2849
## 3864 1 2.5600
## 3865 0 2.5600
## 3866 0 2.9241
## 3867 0 2.9241
## 3868 0 2.2201
## 3869 0 1.7689
## 3870 0 2.9241
## 3871 1 0.5184
## 3872 0 3.8416
## 3873 0 5.2900
## 3874 0 3.8416
## 3875 0 5.3824
## 3876 0 3.5344
## 3877 0 3.8416
## 3878 0 3.5344
## 3879 0 5.3824
## 3880 0 5.2900
## 3881 0 3.8416
## 3882 0 9.6100
## 3883 0 9.5481
## 3884 0 6.4516
## 3885 1 6.6564
## 3886 0 6.2500
## 3887 0 0.7056
## 3888 0 0.0100
## 3889 0 0.0100
## 3890 0 9.7969
## 3891 0 9.7969
## 3892 0 4.4521
## 3893 0 31.3600
## 3894 0 29.1600
## 3895 0 10.3684
## 3896 0 9.1204
## 3897 0 8.9401
## 3898 0 3.6864
## 3899 0 12.7449
## 3900 0 15.4449
## 3901 0 11.3569
## 3902 0 9.6100
## 3903 0 9.6100
## 3904 0 12.9600
## 3905 0 12.0409
## 3906 0 12.9600
## 3907 0 12.9600
## 3908 0 14.2884
## 3909 0 12.9600
## 3910 0 12.0409
## 3911 0 12.9600
## 3912 0 12.0409
## 3913 0 18.8356
## 3914 0 8.4681
## 3915 0 8.4681
## 3916 0 9.6100
## 3917 0 9.6100
## 3918 0 12.4609
## 3919 0 4.5369
## 3920 0 0.0100
## 3921 0 4.0804
## 3922 0 3.7636
## 3923 0 3.9601
## 3924 0 6.2001
## 3925 0 9.3025
## 3926 0 11.0889
## 3927 0 0.5929
## 3928 0 6.8644
## 3929 0 6.8644
## 3930 0 14.2129
## 3931 0 13.0321
## 3932 0 13.3956
## 3933 0 13.0321
## 3934 0 32.0356
## 3935 0 55.0564
## 3936 0 47.6100
## 3937 0 4.6656
## 3938 0 28.3024
## 3939 0 11.4921
## 3940 0 16.0000
## 3941 0 55.6516
## 3942 0 0.0100
## 3943 0 6.7600
## 3944 0 40.9600
## 3945 0 17.7241
## 3946 0 29.7025
## 3947 0 1.6384
## 3948 0 4.0401
## 3949 0 28.3024
## 3950 0 28.3024
## 3951 0 28.3024
## 3952 0 28.3024
## 3953 0 28.3024
## 3954 0 20.7936
## 3955 0 15.6816
## 3956 0 13.9129
## 3957 0 15.9201
## 3958 0 19.8916
## 3959 0 13.5424
## 3960 0 0.3600
## 3961 0 44.3556
## 3962 0 65.6100
## 3963 0 10.3041
## 3964 0 1.2321
## 3965 0 4.2849
## 3966 0 13.3956
## 3967 0 14.8225
## 3968 0 14.2129
## 3969 0 4.2436
## 3970 0 7.8400
## 3971 0 2.0736
## 3972 0 3.6481
## 3973 0 65.9344
## 3974 0 56.1001
## 3975 0 77.7924
## 3976 0 65.9344
## 3977 0 77.7924
## 3978 0 65.9344
## 3979 0 65.9344
## 3980 0 65.9344
## 3981 0 38.9376
## 3982 0 38.9376
## 3983 0 24.0100
## 3984 0 0.1849
## 3985 0 9.3636
## 3986 0 10.6276
## 3987 0 1.0404
## 3988 0 4.5369
## 3989 0 5.6644
## 3990 0 4.7961
## 3991 0 6.0025
## 3992 0 9.0601
## 3993 0 30.6916
## 3994 0 30.6916
## 3995 0 30.6916
## 3996 0 27.2484
## 3997 0 49.1401
## 3998 0 85.7476
## 3999 0 49.1401
## 4000 0 60.2176
## 4001 0 51.5524
## 4002 0 13.0321
## 4003 0 9.1204
## 4004 0 12.2500
## 4005 1 8.3521
## 4006 0 10.3041
## 4007 0 2.6569
## 4008 0 2.7556
## 4009 0 5.1529
## 4010 0 9.0000
## 4011 0 2.7556
## 4012 0 21.8089
## 4013 0 34.6921
## 4014 0 5.0176
## 4015 0 14.2129
## 4016 0 0.3600
## 4017 0 6.3001
## 4018 0 6.1009
## 4019 0 23.1361
## 4020 1 23.1361
## 4021 0 20.4304
## 4022 0 4.5369
## 4023 0 5.1984
## 4024 0 1.6900
## 4025 0 25.7049
## 4026 0 19.9809
## 4027 0 21.3444
## 4028 0 31.1364
## 4029 0 31.1364
## 4030 0 18.1476
## 4031 0 0.0100
## 4032 0 16.1604
## 4033 0 16.1604
## 4034 0 9.1809
## 4035 0 16.1604
## 4036 0 0.0016
## 4037 0 25.0000
## 4038 1 20.7936
## 4039 0 1.0816
## 4040 0 2.4025
## 4041 0 4.6656
## 4042 0 5.2900
## 4043 0 5.2900
## 4044 0 1.4884
## 4045 0 1.4884
## 4046 0 30.3601
## 4047 0 30.3601
## 4048 0 22.2784
## 4049 0 0.0100
## 4050 0 8.8209
## 4051 0 8.0656
## 4052 0 11.4244
## 4053 0 0.0100
## 4054 0 5.7600
## 4055 0 22.4676
## 4056 0 0.2401
## 4057 0 0.1600
## 4058 0 23.7169
## 4059 0 0.2401
## 4060 0 0.3136
## 4061 0 16.6464
## 4062 0 15.6816
## 4063 0 16.3216
## 4064 0 51.5524
## 4065 0 33.8724
## 4066 0 33.8724
## 4067 0 51.5524
## 4068 0 51.5524
## 4069 0 39.8161
## 4070 0 33.8724
## 4071 0 28.6225
## 4072 0 28.6225
## 4073 0 51.5524
## 4074 0 51.5524
## 4075 0 2.5600
## 4076 0 9.3025
## 4077 0 0.1089
## 4078 0 28.8369
## 4079 0 28.8369
## 4080 0 28.8369
## 4081 0 37.8225
## 4082 0 31.0249
## 4083 0 35.4025
## 4084 0 31.0249
## 4085 0 35.4025
## 4086 0 0.0100
## 4087 0 0.0100
## 4088 0 25.9081
## 4089 0 29.3764
## 4090 0 25.9081
## 4091 0 40.9600
## 4092 0 35.2836
## 4093 0 32.1489
## 4094 0 0.1936
## 4095 0 3.5721
## 4096 0 0.4900
## 4097 0 10.6929
## 4098 0 0.3969
## 4099 1 0.4761
## 4100 0 30.5809
## 4101 0 35.4025
## 4102 1 39.0625
## 4103 0 16.4836
## 4104 0 5.3361
## 4105 0 7.1824
## 4106 0 9.4864
## 4107 0 20.0704
## 4108 0 6.2001
## 4109 0 1.9044
## 4110 0 0.0100
## 4111 0 0.0100
## 4112 0 0.0100
## 4113 0 4.6656
## 4114 0 10.7584
## 4115 0 1.8225
## 4116 0 14.6689
## 4117 0 40.8321
## 4118 0 40.8321
## 4119 0 40.8321
## 4120 0 4.4944
## 4121 0 11.4244
## 4122 0 1.3225
## 4123 0 10.3684
## 4124 0 0.9216
## 4125 0 2.4649
## 4126 0 0.9801
## 4127 0 10.3684
## 4128 0 0.1764
## 4129 0 1.9881
## 4130 0 1.0000
## 4131 0 5.2900
## 4132 0 5.6644
## 4133 0 5.4289
## 4134 0 0.0100
## 4135 0 0.2025
## 4136 0 0.1225
## 4137 0 9.7969model <- lm(sat ~ hsize + hsizesq + female + black + I(female*black) , data = gpa2)
summary(model)##
## Call:
## lm(formula = sat ~ hsize + hsizesq + female + black + I(female *
## black), data = gpa2)
##
## Residuals:
## Min 1Q Median 3Q Max
## -570.45 -89.54 -5.24 85.41 479.13
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1028.0972 6.2902 163.445 < 2e-16 ***
## hsize 19.2971 3.8323 5.035 4.97e-07 ***
## hsizesq -2.1948 0.5272 -4.163 3.20e-05 ***
## female -45.0915 4.2911 -10.508 < 2e-16 ***
## black -169.8126 12.7131 -13.357 < 2e-16 ***
## I(female * black) 62.3064 18.1542 3.432 0.000605 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 133.4 on 4131 degrees of freedom
## Multiple R-squared: 0.08578, Adjusted R-squared: 0.08468
## F-statistic: 77.52 on 5 and 4131 DF, p-value: < 2.2e-16# (i) Is there strong evidence that hsize2 should be included in the model? From this equation,what is the optimal high school size?
# From this equation we don’t have the information about SE to calculate the significance of the coeficientes so we can not be sure. However R square is very small so seems that the equation is not very good. To calculate the optimal size we need to take the first derivative 19.30hsize − 2.19hsize2 the result is 4.4
# (ii) Holding hsize fixed, what is the estimated difference in SAT score between nonblack females and non-black males?
# For that we just need to use white female (female =1, black = 0) − 45.09female +62.31female = 17.22. This is just a simple comparison between white male and female
# (iii) What is the estimated difference in SAT score between non-black males and black males?
# − 169.81black
# (iv) What is the estimated difference in SAT score between black females and non-black females?
# − 169.81black +62.31female · black = -107.5
#C1.
# (i) Add variables mothcoll and fathcoll to the equation
data.frame(gpa1)## age soph junior senior senior5 male campus business engineer colGPA hsGPA
## 1 21 0 0 1 0 0 0 1 0 3.0 3.0
## 2 21 0 0 1 0 0 0 1 0 3.4 3.2
## 3 20 0 1 0 0 0 0 1 0 3.0 3.6
## 4 19 1 0 0 0 1 1 1 0 3.5 3.5
## 5 20 0 1 0 0 0 0 1 0 3.6 3.9
## 6 20 0 0 1 0 1 1 1 0 3.0 3.4
## 7 22 0 0 0 1 0 0 1 0 2.7 3.5
## 8 22 0 0 0 1 0 0 0 0 2.7 3.0
## 9 22 0 0 0 1 0 0 0 0 2.7 3.0
## 10 19 1 0 0 0 0 0 1 0 3.8 4.0
## 11 21 0 0 1 0 1 0 1 0 2.8 3.0
## 12 22 0 0 0 1 0 1 1 0 2.9 3.1
## 13 21 0 0 1 0 0 1 1 0 3.0 3.5
## 14 20 0 1 0 0 1 1 1 0 2.9 3.8
## 15 20 0 1 0 0 1 0 1 0 3.3 3.7
## 16 22 0 0 1 0 1 0 1 0 2.6 3.0
## 17 19 1 0 0 0 1 0 0 1 2.5 3.5
## 18 22 0 0 1 0 1 0 1 0 2.5 3.0
## 19 20 0 1 0 0 1 0 1 0 2.4 3.0
## 20 21 0 0 1 0 1 0 1 0 3.6 3.5
## 21 20 0 1 0 0 0 0 1 0 2.6 3.5
## 22 22 0 0 1 0 1 0 0 1 2.7 3.0
## 23 20 0 1 0 0 0 0 1 0 2.9 3.6
## 24 21 0 0 1 0 0 1 0 0 3.0 4.0
## 25 20 0 1 0 0 1 0 1 0 3.3 3.6
## 26 20 0 1 0 0 0 0 1 0 3.1 3.3
## 27 20 0 1 0 0 0 0 1 0 3.0 3.6
## 28 20 0 1 0 0 0 0 0 0 3.2 3.1
## 29 20 0 1 0 0 0 0 1 0 3.0 3.4
## 30 20 0 1 0 0 0 0 1 0 3.4 3.7
## 31 21 0 1 0 0 1 0 1 0 2.9 3.7
## 32 21 0 0 1 0 0 0 1 0 3.5 3.3
## 33 22 0 0 1 0 1 0 1 0 3.7 3.3
## 34 20 0 0 1 0 0 0 1 0 3.5 3.5
## 35 21 0 0 1 0 1 0 1 0 2.8 3.2
## 36 21 0 0 1 0 0 1 1 0 2.5 3.3
## 37 21 0 0 1 0 0 0 1 0 3.1 3.4
## 38 20 0 1 0 0 1 0 1 0 3.5 3.5
## 39 20 0 1 0 0 0 0 1 0 3.4 3.4
## 40 21 0 0 1 0 0 0 1 0 3.5 3.7
## 41 21 0 0 1 0 1 0 1 0 2.6 2.5
## 42 21 0 0 1 0 1 0 1 0 2.8 3.7
## 43 21 0 0 1 0 0 0 1 0 2.6 3.0
## 44 20 0 1 0 0 1 0 1 0 3.5 3.0
## 45 22 0 0 0 1 0 0 1 0 4.0 4.0
## 46 20 0 1 0 0 0 0 1 0 3.8 3.8
## 47 19 0 1 0 0 1 0 1 0 2.8 3.0
## 48 21 0 0 1 0 0 0 1 0 3.5 3.7
## 49 21 0 0 1 0 0 0 1 0 3.0 3.4
## 50 21 0 0 1 0 1 0 1 0 2.6 2.4
## 51 21 0 1 0 0 0 0 1 0 3.0 3.8
## 52 22 0 0 0 1 0 0 0 0 3.7 4.0
## 53 19 0 1 0 0 0 0 1 0 3.0 3.5
## 54 20 0 1 0 0 1 0 1 0 2.9 3.4
## 55 20 0 0 1 0 1 1 0 1 2.6 3.6
## 56 22 0 0 0 1 1 0 1 0 3.0 3.2
## 57 21 0 0 1 0 1 0 1 0 3.3 3.8
## 58 22 0 1 0 0 1 0 1 0 2.7 3.3
## 59 21 0 0 1 0 1 0 0 0 3.0 3.4
## 60 21 0 1 0 0 0 0 1 0 3.2 3.0
## 61 20 0 1 0 0 1 0 1 0 2.7 3.6
## 62 21 0 0 1 0 0 1 1 0 3.6 3.9
## 63 21 0 0 1 0 0 0 1 0 2.4 3.0
## 64 21 0 0 1 0 0 0 1 0 2.9 3.0
## 65 21 0 0 1 0 0 1 0 0 3.3 3.3
## 66 20 0 1 0 0 1 0 1 0 3.5 3.3
## 67 21 0 0 1 0 1 0 0 0 3.0 3.2
## 68 21 0 0 1 0 1 0 1 0 3.0 3.4
## 69 21 0 0 1 0 0 0 0 1 2.8 3.7
## 70 21 0 0 1 0 1 1 0 0 2.9 3.4
## 71 22 0 0 1 0 1 0 0 1 3.8 3.9
## 72 20 0 1 0 0 0 0 1 0 2.5 3.6
## 73 21 0 1 0 0 1 0 1 0 3.0 4.0
## 74 20 0 1 0 0 0 0 1 0 3.2 3.6
## 75 21 0 0 1 0 1 1 1 0 2.2 3.0
## 76 30 0 0 1 0 1 0 0 0 3.4 2.8
## 77 22 0 1 0 0 1 1 1 0 2.9 3.2
## 78 22 0 0 1 0 1 0 1 0 3.7 2.9
## 79 20 0 1 0 0 1 1 1 0 2.9 2.9
## 80 23 0 0 0 1 1 1 0 0 2.8 3.6
## 81 22 0 0 0 1 1 0 0 0 3.2 3.4
## 82 21 0 0 1 0 0 0 1 0 3.4 3.6
## 83 22 0 0 0 1 0 0 0 0 3.0 3.2
## 84 22 0 0 1 0 0 0 1 0 2.5 3.2
## 85 21 0 0 1 0 0 0 1 0 3.5 3.2
## 86 21 0 0 1 0 1 0 1 0 3.1 3.7
## 87 21 0 0 1 0 1 0 1 0 2.8 2.9
## 88 21 0 0 1 0 0 0 1 0 2.9 3.3
## 89 21 0 0 1 0 1 1 1 0 2.9 3.1
## 90 19 0 1 0 0 0 0 1 0 3.4 3.5
## 91 20 0 1 0 0 1 1 1 0 3.4 3.5
## 92 22 0 0 1 0 1 0 1 0 3.6 3.7
## 93 26 0 0 1 0 0 0 1 0 3.2 3.0
## 94 20 0 1 0 0 0 0 0 0 3.2 3.8
## 95 21 0 0 1 0 0 0 1 0 2.8 3.3
## 96 20 0 1 0 0 0 0 0 0 3.1 3.6
## 97 20 0 1 0 0 1 1 1 0 2.8 3.2
## 98 21 0 0 1 0 1 0 1 0 3.4 3.6
## 99 21 0 0 1 0 1 0 0 0 2.7 3.5
## 100 20 0 1 0 0 0 0 1 0 3.0 3.7
## 101 21 0 0 1 0 1 0 1 0 2.5 2.7
## 102 25 0 0 1 0 1 0 0 0 2.5 3.1
## 103 21 0 0 1 0 0 0 1 0 2.7 3.4
## 104 20 0 1 0 0 1 0 1 0 3.6 3.3
## 105 20 0 1 0 0 0 0 1 0 2.9 3.4
## 106 21 0 0 1 0 0 0 1 0 2.8 3.5
## 107 22 0 0 1 0 1 0 0 0 3.9 3.9
## 108 20 0 1 0 0 1 0 1 0 2.8 3.5
## 109 21 0 0 1 0 0 0 1 0 3.9 4.0
## 110 21 0 1 0 0 1 0 1 0 3.2 2.9
## 111 22 0 0 1 0 1 0 1 0 3.3 3.3
## 112 20 0 1 0 0 1 0 1 0 3.3 3.5
## 113 21 0 0 1 0 0 1 1 0 3.2 3.5
## 114 22 0 0 0 1 1 1 0 0 3.1 3.1
## 115 20 0 1 0 0 1 0 1 0 3.0 3.1
## 116 20 0 1 0 0 1 0 1 0 3.4 3.7
## 117 20 0 1 0 0 1 0 1 0 3.1 3.3
## 118 21 0 0 1 0 0 0 1 0 3.2 3.7
## 119 20 0 0 1 0 1 0 1 0 3.3 3.0
## 120 21 0 0 1 0 0 0 0 0 3.0 3.8
## 121 21 0 0 1 0 0 0 1 0 2.8 3.5
## 122 21 0 0 1 0 1 0 0 0 2.8 3.6
## 123 20 0 1 0 0 1 0 1 0 2.7 3.5
## 124 21 0 0 1 0 0 1 0 0 2.6 3.0
## 125 19 0 1 0 0 1 0 1 0 2.9 3.8
## 126 20 0 1 0 0 0 0 1 0 3.0 3.5
## 127 22 0 0 0 1 0 0 1 0 3.0 3.6
## 128 22 0 0 1 0 0 0 0 0 2.9 3.8
## 129 20 0 1 0 0 0 0 1 0 3.3 3.6
## 130 21 0 0 1 0 0 0 1 0 2.7 3.3
## 131 20 0 1 0 0 1 0 1 0 3.0 3.2
## 132 20 0 0 1 0 1 0 1 0 2.9 3.3
## 133 20 0 1 0 0 1 1 1 0 3.8 3.6
## 134 20 0 1 0 0 1 1 1 0 2.9 3.8
## 135 22 0 0 1 0 1 0 1 0 3.0 3.3
## 136 21 0 0 1 0 1 0 1 0 3.2 3.2
## 137 22 0 0 0 1 0 0 1 0 3.0 3.3
## 138 21 0 0 1 0 1 0 1 0 2.3 3.6
## 139 20 0 1 0 0 0 0 1 0 2.8 3.4
## 140 20 0 1 0 0 1 1 1 0 3.4 3.7
## 141 21 0 0 1 0 1 0 0 0 2.8 3.3
## ACT job19 job20 drive bike walk voluntr PC greek car siblings bgfriend
## 1 21 0 1 1 0 0 0 0 0 1 1 0
## 2 24 0 1 1 0 0 0 0 0 1 0 1
## 3 26 1 0 0 0 1 0 0 0 1 1 0
## 4 27 1 0 0 0 1 0 0 0 0 1 0
## 5 28 0 1 0 1 0 0 0 0 1 1 1
## 6 25 0 0 0 0 1 0 0 0 1 1 0
## 7 25 0 0 0 1 0 0 0 1 1 1 0
## 8 22 1 0 1 0 0 0 1 0 0 1 1
## 9 21 1 0 1 0 0 0 0 0 1 1 1
## 10 27 1 0 0 0 1 0 1 0 0 1 0
## 11 19 1 0 0 0 1 0 0 0 1 1 1
## 12 22 0 1 0 0 1 1 0 0 1 1 1
## 13 23 1 0 0 0 1 0 1 0 1 1 1
## 14 29 0 0 0 0 1 0 0 0 0 1 0
## 15 25 0 0 1 0 0 0 1 1 0 1 0
## 16 21 0 0 1 0 0 0 0 0 1 1 0
## 17 29 0 1 0 0 1 0 1 0 1 1 0
## 18 23 0 0 1 0 0 0 0 0 1 1 0
## 19 21 0 0 1 0 0 0 0 0 1 1 0
## 20 29 0 0 0 1 0 0 1 0 1 1 1
## 21 25 1 0 1 0 0 0 0 1 1 1 1
## 22 23 1 0 0 0 1 0 0 0 1 1 0
## 23 27 0 0 0 1 0 1 1 0 1 1 1
## 24 25 1 0 0 1 0 1 1 1 1 1 1
## 25 33 0 0 0 1 0 1 0 1 0 1 1
## 26 24 1 0 0 0 1 1 0 0 1 1 1
## 27 27 1 0 0 1 0 0 1 1 0 1 1
## 28 20 0 0 1 0 0 0 1 1 1 1 0
## 29 21 0 0 0 1 0 0 1 0 1 0 0
## 30 24 0 0 0 1 0 0 0 1 0 1 1
## 31 20 0 0 0 1 0 0 0 0 1 1 0
## 32 23 0 0 1 0 0 0 1 1 1 1 1
## 33 22 0 0 0 1 0 0 1 0 1 1 1
## 34 24 1 0 0 0 1 0 1 0 1 1 0
## 35 28 0 1 0 1 0 0 0 0 1 1 1
## 36 25 1 0 0 0 1 0 1 0 1 1 1
## 37 23 0 0 1 0 0 0 1 1 1 1 1
## 38 24 1 0 0 1 0 0 0 1 1 1 0
## 39 26 1 0 0 0 1 0 1 0 0 1 1
## 40 23 1 0 0 1 0 0 1 1 0 1 0
## 41 26 0 1 0 0 1 0 1 1 1 1 1
## 42 23 0 1 0 0 1 1 1 1 0 1 0
## 43 23 0 0 0 0 1 0 0 0 1 1 0
## 44 19 0 0 0 0 1 0 1 1 1 1 0
## 45 26 1 0 0 0 1 0 1 0 1 1 1
## 46 26 0 0 0 0 1 0 1 0 1 0 1
## 47 21 0 0 0 0 1 0 1 1 1 1 0
## 48 24 1 0 0 0 1 1 0 1 1 1 1
## 49 24 1 0 0 0 1 0 0 1 1 0 0
## 50 24 1 0 0 1 0 0 0 0 1 1 0
## 51 21 1 0 0 1 0 0 0 0 1 1 1
## 52 25 1 0 0 1 0 0 0 1 1 1 0
## 53 21 1 0 0 0 1 1 0 0 1 1 0
## 54 27 1 0 0 0 1 0 1 0 1 1 1
## 55 19 1 0 0 1 0 1 1 0 1 1 0
## 56 27 0 0 1 0 0 0 0 0 1 1 0
## 57 28 1 0 0 1 0 0 0 0 0 1 0
## 58 24 0 0 0 1 0 0 0 1 1 1 1
## 59 27 1 0 0 0 1 0 0 0 1 1 0
## 60 24 1 0 0 0 1 0 0 0 1 1 0
## 61 27 0 0 0 0 1 0 0 0 0 1 0
## 62 26 1 0 0 0 1 0 1 0 0 1 0
## 63 19 0 0 1 0 0 0 0 1 1 1 0
## 64 24 0 0 0 1 0 0 0 0 1 1 1
## 65 26 1 0 0 1 0 0 1 0 1 1 0
## 66 28 0 0 0 0 1 1 1 0 1 1 0
## 67 22 0 0 0 0 1 0 0 0 1 1 0
## 68 27 0 1 0 1 0 1 0 1 1 1 0
## 69 26 1 0 0 1 0 1 1 0 0 1 0
## 70 26 0 0 0 1 0 0 1 0 1 1 0
## 71 30 0 1 0 1 0 1 1 1 1 1 1
## 72 24 0 1 0 0 1 0 0 1 1 1 0
## 73 26 0 0 0 1 0 0 0 1 1 1 0
## 74 21 0 1 0 1 0 1 0 0 0 1 0
## 75 24 1 0 1 0 0 1 1 0 1 0 0
## 76 24 0 1 1 0 0 0 0 0 1 1 1
## 77 23 0 0 0 0 1 0 0 0 1 1 0
## 78 26 0 0 0 1 0 0 1 1 1 1 0
## 79 24 1 0 0 1 0 1 0 1 1 1 1
## 80 24 1 0 0 0 1 0 0 0 0 1 1
## 81 27 0 0 0 0 1 0 0 0 0 1 0
## 82 23 0 0 1 0 0 0 0 1 1 1 1
## 83 31 1 0 1 0 0 1 1 1 1 0 1
## 84 24 1 0 0 0 1 0 0 0 0 1 1
## 85 16 0 0 1 0 0 0 1 1 1 0 0
## 86 27 0 0 0 1 0 1 0 1 1 1 0
## 87 22 1 0 0 1 0 0 0 0 1 1 1
## 88 23 0 1 0 0 1 0 0 0 1 1 0
## 89 24 0 0 0 0 1 0 0 0 1 1 0
## 90 24 0 0 0 1 0 1 0 0 1 1 1
## 91 23 0 1 0 0 1 0 1 0 1 1 1
## 92 23 0 1 1 0 0 0 0 0 1 1 1
## 93 23 0 0 1 0 0 1 1 0 1 1 1
## 94 25 0 0 1 0 0 0 1 0 1 1 1
## 95 21 0 0 1 0 0 0 1 0 1 1 1
## 96 22 0 0 0 0 1 0 0 0 1 1 0
## 97 24 1 0 0 0 1 1 1 1 1 1 0
## 98 27 0 0 0 0 1 0 1 0 1 1 1
## 99 29 0 1 0 1 0 0 0 1 1 1 0
## 100 24 1 0 0 1 0 0 1 0 1 1 0
## 101 25 0 0 0 1 0 0 1 0 1 1 0
## 102 23 0 0 1 0 0 0 0 0 1 1 1
## 103 22 0 0 0 1 0 1 0 0 1 1 1
## 104 24 0 0 0 0 1 0 1 0 0 1 0
## 105 23 1 0 0 0 1 0 1 0 1 1 0
## 106 26 0 0 0 0 1 1 1 1 1 1 1
## 107 26 1 0 0 1 0 0 1 0 1 1 0
## 108 22 0 0 0 1 0 0 0 0 1 1 1
## 109 26 1 0 0 0 1 1 1 0 1 1 0
## 110 28 1 0 0 1 0 1 0 1 1 1 1
## 111 24 0 0 0 1 0 0 0 1 1 1 1
## 112 24 0 0 0 1 0 0 0 0 0 1 0
## 113 23 1 0 0 0 1 0 0 0 0 1 1
## 114 16 0 1 0 0 1 1 1 0 1 1 1
## 115 21 1 0 0 0 1 0 1 1 0 1 0
## 116 30 1 0 1 0 0 0 0 1 1 1 0
## 117 23 1 0 0 1 0 0 0 1 0 1 1
## 118 23 1 0 0 0 1 1 0 0 0 1 0
## 119 23 1 0 0 0 1 0 1 0 1 1 1
## 120 22 1 0 1 0 0 0 0 0 1 1 1
## 121 22 0 0 0 1 0 0 0 1 0 1 0
## 122 25 1 0 1 0 0 0 0 1 1 1 1
## 123 27 1 0 0 1 0 0 0 0 1 1 0
## 124 19 0 1 0 0 1 1 0 0 1 0 1
## 125 23 1 0 1 0 0 0 0 0 0 1 0
## 126 26 1 0 0 0 1 0 0 0 0 1 1
## 127 22 0 0 0 1 0 1 0 1 1 0 0
## 128 24 0 1 0 0 1 0 0 0 0 1 1
## 129 26 0 1 0 0 1 0 0 0 1 1 1
## 130 23 0 0 0 0 1 0 1 0 1 1 1
## 131 21 1 0 1 0 0 0 1 0 1 1 0
## 132 22 0 0 0 1 0 1 0 1 1 1 0
## 133 26 0 0 0 1 0 0 0 0 0 1 1
## 134 30 0 0 0 0 1 0 1 0 1 1 0
## 135 22 1 0 0 1 0 0 1 0 1 1 0
## 136 19 0 0 0 0 1 0 0 1 0 1 1
## 137 23 0 1 0 0 1 1 0 0 1 1 1
## 138 25 0 1 0 0 1 0 0 0 1 1 0
## 139 21 0 1 0 1 0 0 0 0 1 1 1
## 140 26 0 0 0 0 1 0 0 1 1 1 1
## 141 28 1 0 0 1 0 0 0 0 0 1 1
## clubs skipped alcohol gradMI fathcoll mothcoll
## 1 0 2.00 1.00 1 0 0
## 2 1 0.00 1.00 1 1 1
## 3 1 0.00 1.00 1 1 1
## 4 0 0.00 0.00 0 0 0
## 5 0 0.00 1.50 1 1 0
## 6 0 0.00 0.00 0 1 0
## 7 1 0.00 2.00 1 0 1
## 8 0 3.00 3.00 1 1 1
## 9 1 2.00 2.50 1 1 1
## 10 1 0.50 0.75 1 0 1
## 11 0 2.00 1.00 1 0 0
## 12 1 1.00 1.00 1 0 1
## 13 1 0.00 1.00 1 0 1
## 14 0 3.00 2.50 0 1 1
## 15 0 1.00 4.00 1 1 1
## 16 1 3.00 3.50 1 1 0
## 17 0 4.00 3.00 1 1 0
## 18 1 5.00 5.00 0 1 0
## 19 0 2.00 4.00 0 1 0
## 20 1 1.00 5.00 1 1 1
## 21 1 3.00 2.00 1 1 1
## 22 1 1.00 1.00 1 0 1
## 23 1 1.00 1.00 0 1 0
## 24 1 0.00 0.00 1 0 0
## 25 0 2.00 5.00 1 1 0
## 26 1 1.00 1.00 1 1 0
## 27 0 2.00 1.00 1 0 0
## 28 1 1.00 2.00 1 0 0
## 29 0 0.00 2.00 1 1 1
## 30 0 0.50 2.00 1 1 1
## 31 0 1.00 2.00 1 0 0
## 32 0 1.00 0.00 1 1 1
## 33 1 0.00 1.00 1 1 0
## 34 1 0.00 1.00 1 1 1
## 35 1 1.00 3.00 1 1 1
## 36 1 1.00 1.00 1 1 1
## 37 0 0.50 1.00 1 1 1
## 38 1 1.00 3.00 1 1 0
## 39 0 0.50 0.00 1 1 1
## 40 1 0.00 2.00 1 0 1
## 41 0 1.00 1.00 0 0 0
## 42 1 0.00 2.00 1 1 1
## 43 0 2.00 3.00 1 0 0
## 44 1 1.00 3.00 1 0 1
## 45 1 0.00 0.50 1 1 1
## 46 1 1.00 3.00 1 1 1
## 47 0 4.00 2.00 1 1 1
## 48 1 1.00 2.00 1 0 0
## 49 0 2.00 1.00 1 1 1
## 50 0 1.00 2.00 1 0 0
## 51 0 1.00 2.00 1 0 0
## 52 1 1.00 2.00 1 0 0
## 53 1 0.00 2.00 1 1 1
## 54 1 1.00 3.00 1 1 1
## 55 1 1.00 0.00 1 1 0
## 56 0 2.00 5.00 1 1 1
## 57 1 0.50 1.00 1 0 1
## 58 1 2.00 3.00 1 1 0
## 59 1 0.00 1.00 1 1 1
## 60 0 0.00 0.00 1 1 1
## 61 1 1.00 3.00 1 0 1
## 62 0 1.00 2.00 1 1 0
## 63 1 2.00 3.00 1 0 1
## 64 0 1.00 2.00 1 0 0
## 65 1 1.00 1.00 1 0 0
## 66 1 0.50 1.50 1 1 1
## 67 1 2.00 3.00 1 1 1
## 68 1 0.00 2.00 1 1 1
## 69 1 0.00 1.00 0 0 1
## 70 0 0.00 2.00 1 1 1
## 71 1 2.00 7.00 1 1 1
## 72 0 2.00 1.00 1 0 0
## 73 1 1.00 4.00 1 0 0
## 74 1 1.00 2.00 1 1 1
## 75 0 0.00 1.00 0 1 1
## 76 1 0.00 0.00 1 0 0
## 77 0 0.00 3.00 1 1 0
## 78 1 1.00 5.00 1 1 0
## 79 1 1.00 0.50 0 1 1
## 80 1 0.50 1.00 0 1 1
## 81 1 1.00 2.00 1 1 0
## 82 1 0.50 2.00 0 1 1
## 83 1 2.00 1.00 1 0 1
## 84 1 2.00 1.00 1 0 1
## 85 0 1.00 3.00 1 0 1
## 86 1 1.00 4.00 0 1 1
## 87 0 0.00 7.00 1 1 1
## 88 1 1.00 2.00 1 0 0
## 89 1 2.00 3.00 1 1 0
## 90 1 0.00 1.00 1 0 0
## 91 1 0.00 1.50 1 1 1
## 92 0 3.00 3.00 1 0 0
## 93 0 0.25 0.50 1 1 0
## 94 1 1.00 2.00 0 1 1
## 95 1 0.00 0.50 0 1 1
## 96 0 0.00 1.00 1 0 0
## 97 1 1.00 2.00 1 0 0
## 98 1 3.00 3.00 1 1 0
## 99 0 0.00 3.00 1 1 1
## 100 0 0.00 2.00 1 0 0
## 101 0 0.50 3.00 1 0 1
## 102 0 1.00 1.00 1 0 0
## 103 1 1.00 2.00 1 1 0
## 104 1 0.00 3.00 1 1 1
## 105 1 1.00 0.50 1 1 1
## 106 0 1.00 2.00 1 1 1
## 107 0 0.00 0.50 1 0 0
## 108 1 2.00 2.00 1 0 0
## 109 1 0.00 2.00 1 1 1
## 110 1 1.00 2.50 1 1 0
## 111 0 2.00 4.00 0 1 1
## 112 1 2.00 2.00 1 0 0
## 113 1 0.00 1.00 1 1 0
## 114 1 0.00 0.00 1 1 0
## 115 0 1.00 0.50 1 0 1
## 116 0 5.00 3.00 1 0 0
## 117 1 2.00 1.00 1 1 1
## 118 1 2.00 0.00 1 0 0
## 119 0 0.00 3.00 1 1 1
## 120 0 1.00 3.00 1 1 1
## 121 0 1.00 2.00 1 1 1
## 122 0 3.00 0.00 1 0 0
## 123 0 4.00 3.00 1 0 0
## 124 1 1.00 0.00 1 0 1
## 125 1 1.00 2.00 0 1 1
## 126 0 2.00 1.00 1 0 1
## 127 1 0.00 2.00 1 1 1
## 128 1 2.00 1.00 0 0 0
## 129 1 0.00 0.00 1 0 1
## 130 1 1.00 3.00 1 0 0
## 131 1 1.00 1.00 1 1 1
## 132 0 2.00 1.00 1 1 0
## 133 1 0.00 0.00 1 1 1
## 134 1 0.00 1.00 1 1 0
## 135 1 0.00 3.00 1 1 0
## 136 0 0.00 3.00 1 0 0
## 137 1 0.00 0.00 1 0 0
## 138 0 1.00 1.00 1 0 0
## 139 0 0.00 0.30 1 0 0
## 140 1 3.00 4.00 1 0 1
## 141 1 3.00 2.00 1 1 1model <- lm(hsGPA ~ mothcoll + fathcoll, data = gpa1)
# Add mothcoll and fathcoll to the model
model_updated <- update(model, . ~ . + mothcoll + fathcoll)
# View the results
summary(model_updated)##
## Call:
## lm(formula = hsGPA ~ mothcoll + fathcoll, data = gpa1)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.99342 -0.20982 0.00926 0.20926 0.60658
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3.393421 0.046719 72.635 <2e-16 ***
## mothcoll 0.019080 0.057555 0.332 0.741
## fathcoll -0.002679 0.058303 -0.046 0.963
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.3221 on 138 degrees of freedom
## Multiple R-squared: 0.0008268, Adjusted R-squared: -0.01365
## F-statistic: 0.0571 on 2 and 138 DF, p-value: 0.9445# (ii) Test for joint significance of mothcoll and fathcoll
# Calculate F-statistic manually
joint_test <- summary(model)$fstatistic
p_value_joint_test <- pf(joint_test[1], joint_test[2], joint_test[3], lower.tail = FALSE)
p_value_joint_test## value
## 0.9445229# (iii) Add hsGPA to the model and compare models
model_iii <- lm(PC ~ mothcoll + fathcoll + hsGPA, data = gpa1)
anova(model, model_iii)## Warning in anova.lmlist(object, ...): models with response '"PC"' removed
## because response differs from model 1## Analysis of Variance Table
##
## Response: hsGPA
## Df Sum Sq Mean Sq F value Pr(>F)
## mothcoll 1 0.0116 0.011629 0.1121 0.7383
## fathcoll 1 0.0002 0.000219 0.0021 0.9634
## Residuals 138 14.3175 0.103750#C3.)
data.frame(wage2)## wage hours IQ KWW educ exper tenure age married black south urban sibs
## 1 769 40 93 35 12 11 2 31 1 0 0 1 1
## 2 808 50 119 41 18 11 16 37 1 0 0 1 1
## 3 825 40 108 46 14 11 9 33 1 0 0 1 1
## 4 650 40 96 32 12 13 7 32 1 0 0 1 4
## 5 562 40 74 27 11 14 5 34 1 0 0 1 10
## 6 1400 40 116 43 16 14 2 35 1 1 0 1 1
## 7 600 40 91 24 10 13 0 30 0 0 0 1 1
## 8 1081 40 114 50 18 8 14 38 1 0 0 1 2
## 9 1154 45 111 37 15 13 1 36 1 0 0 0 2
## 10 1000 40 95 44 12 16 16 36 1 0 0 1 1
## 11 930 43 132 44 18 8 13 38 1 0 0 0 1
## 12 921 38 102 45 14 9 11 33 1 0 0 0 1
## 13 900 45 125 40 15 4 3 30 0 0 0 0 2
## 14 1318 38 119 24 16 7 2 28 1 0 0 1 3
## 15 1792 40 118 47 16 9 9 34 1 0 0 1 1
## 16 958 50 105 37 10 17 2 35 1 0 0 1 1
## 17 1360 45 109 39 15 6 9 36 1 0 0 1 3
## 18 850 40 72 36 11 19 10 38 1 0 0 1 2
## 19 830 44 105 29 14 4 7 29 1 0 0 1 3
## 20 471 44 101 34 12 13 7 31 1 0 0 1 3
## 21 1275 40 123 37 14 9 1 31 1 0 0 1 0
## 22 1615 50 113 49 16 10 4 36 1 0 0 1 2
## 23 873 65 95 36 12 14 3 38 1 0 0 1 5
## 24 2137 45 145 50 16 17 8 38 1 0 0 1 2
## 25 1053 38 114 35 16 12 7 32 1 0 0 1 0
## 26 1602 60 124 32 16 8 9 29 1 0 0 1 3
## 27 1188 40 93 40 13 16 5 35 1 0 0 1 2
## 28 800 40 115 39 18 11 1 35 1 0 1 1 0
## 29 1417 48 125 41 17 9 4 34 1 0 0 1 3
## 30 635 40 128 35 18 8 13 36 0 0 0 1 2
## 31 1000 40 103 40 12 17 2 34 1 0 0 1 1
## 32 1424 50 98 41 14 15 4 35 1 0 0 1 1
## 33 2668 75 108 41 13 12 2 32 1 0 1 1 1
## 34 666 75 129 40 18 8 12 38 1 0 0 0 2
## 35 1779 40 132 42 17 8 9 32 1 0 0 1 1
## 36 782 40 92 24 13 9 10 31 1 0 0 1 3
## 37 1572 35 108 39 14 7 5 28 1 1 0 1 1
## 38 1274 40 106 35 13 11 12 31 1 0 0 1 0
## 39 714 35 105 37 16 9 2 29 1 0 0 1 1
## 40 1081 40 123 46 18 11 7 36 1 0 0 0 1
## 41 692 40 108 48 12 21 11 38 1 0 0 1 3
## 42 1318 38 122 47 17 10 9 33 1 0 0 1 1
## 43 1239 45 109 44 12 16 4 38 1 0 0 1 3
## 44 1027 27 100 40 13 12 15 38 1 0 0 1 3
## 45 1748 55 125 50 18 12 12 34 1 0 0 1 1
## 46 981 40 122 41 14 9 15 35 0 0 0 1 3
## 47 770 40 105 34 17 7 11 30 1 0 0 1 3
## 48 1154 50 94 37 16 11 5 33 1 0 0 1 1
## 49 1155 40 102 36 12 16 5 34 1 0 0 1 1
## 50 808 60 109 47 13 14 12 38 1 0 0 1 2
## 51 1100 40 105 45 12 22 14 38 1 0 0 1 1
## 52 1154 40 134 46 18 10 10 37 1 0 1 1 2
## 53 1749 40 108 32 12 13 9 29 0 0 0 1 7
## 54 1000 50 104 36 16 11 8 30 1 0 0 1 1
## 55 462 40 112 35 12 11 1 29 1 0 0 1 8
## 56 769 55 120 49 18 8 12 32 0 0 0 1 1
## 57 875 50 124 40 16 9 3 31 0 0 0 0 2
## 58 1375 40 103 34 12 12 7 29 1 0 0 1 4
## 59 1452 45 115 45 17 1 7 30 1 0 0 1 3
## 60 800 40 96 33 12 17 12 35 1 0 0 1 1
## 61 1748 55 123 48 17 10 7 36 1 0 0 1 1
## 62 1151 40 98 34 12 12 12 29 1 0 0 1 3
## 63 840 50 96 34 12 18 13 35 1 0 0 1 2
## 64 978 45 89 47 12 17 2 38 1 0 0 1 0
## 65 963 40 109 43 12 15 15 37 0 0 0 0 5
## 66 619 42 93 20 12 10 10 28 0 0 0 1 8
## 67 442 60 82 32 12 12 0 33 1 0 0 1 2
## 68 600 40 120 45 15 12 1 38 1 0 0 0 3
## 69 1366 38 122 38 12 15 15 32 1 0 0 1 1
## 70 1643 48 117 48 18 8 2 33 1 0 0 1 2
## 71 1455 40 109 44 16 8 13 36 1 0 0 1 1
## 72 2310 40 114 55 18 12 7 38 1 0 0 1 2
## 73 1682 45 126 40 16 10 11 31 1 0 0 1 1
## 74 1235 40 82 45 12 10 2 33 1 0 0 1 1
## 75 855 45 119 45 16 11 4 32 1 0 0 1 3
## 76 1072 42 104 37 16 6 8 35 1 0 0 1 2
## 77 1040 40 115 49 15 8 15 35 1 0 0 1 3
## 78 1000 50 97 45 12 17 15 36 1 0 0 1 1
## 79 675 40 105 27 15 8 2 31 1 0 0 0 3
## 80 1100 37 100 32 12 14 1 30 1 0 0 1 1
## 81 996 50 114 41 12 5 14 31 1 0 0 1 2
## 82 732 40 73 28 10 17 5 36 1 0 0 1 5
## 83 1200 40 96 48 11 15 3 37 1 0 0 1 4
## 84 1694 30 113 30 15 9 8 29 0 0 0 1 3
## 85 686 55 106 38 10 15 3 36 1 0 1 1 4
## 86 754 40 104 37 13 9 5 32 1 0 0 1 1
## 87 857 35 80 39 10 14 15 33 1 0 0 1 2
## 88 832 50 104 30 13 4 2 30 1 0 0 1 1
## 89 579 44 122 36 13 8 1 30 1 0 0 0 4
## 90 672 61 96 38 12 13 3 34 1 0 0 1 2
## 91 2500 40 95 51 15 12 9 36 1 0 0 1 3
## 92 1076 45 105 24 12 5 8 31 0 0 0 1 1
## 93 750 40 94 18 12 16 3 37 1 1 0 1 7
## 94 1186 30 91 41 17 8 9 33 1 0 0 1 1
## 95 833 48 96 37 16 9 7 31 1 0 0 1 4
## 96 650 40 69 37 12 14 11 30 1 1 0 1 3
## 97 1250 46 110 37 12 5 16 38 1 0 0 0 1
## 98 1122 48 111 44 15 12 9 31 1 0 0 1 3
## 99 865 40 110 35 16 1 11 31 1 0 0 1 3
## 100 808 40 97 37 16 10 7 29 1 0 0 1 3
## 101 1299 60 125 44 18 6 12 35 0 0 0 1 1
## 102 903 40 91 39 12 6 12 36 1 0 0 1 5
## 103 900 40 86 28 12 17 15 37 1 0 0 1 5
## 104 625 40 110 32 12 18 0 35 1 0 0 1 4
## 105 1586 40 92 47 14 16 1 36 1 0 1 1 4
## 106 962 40 85 41 10 15 16 38 1 0 0 1 1
## 107 1539 45 120 36 17 7 8 34 1 0 0 1 1
## 108 1110 52 106 42 12 11 6 33 1 0 0 0 5
## 109 1282 45 112 41 16 6 6 31 0 0 1 1 2
## 110 770 48 91 39 12 13 2 38 1 0 0 1 1
## 111 1000 45 90 42 12 16 0 38 1 0 0 1 6
## 112 895 40 86 39 9 17 16 38 1 1 0 0 2
## 113 1205 40 86 32 10 13 0 32 1 1 0 1 5
## 114 750 40 113 27 12 11 10 29 1 0 0 0 1
## 115 654 50 111 51 13 5 16 38 1 0 0 1 3
## 116 601 48 111 30 12 15 3 33 1 0 0 1 0
## 117 600 40 106 32 13 10 11 28 1 0 0 1 6
## 118 433 40 98 28 12 11 10 30 0 0 0 1 1
## 119 1188 40 105 28 12 11 7 30 1 0 0 1 3
## 120 635 40 105 29 12 15 15 33 1 0 0 0 2
## 121 1225 40 118 44 13 9 14 32 1 0 0 1 0
## 122 1151 45 90 38 12 19 19 36 1 0 0 1 1
## 123 865 40 95 34 12 15 11 32 0 0 0 1 3
## 124 1031 40 112 24 14 9 5 29 1 0 0 1 4
## 125 1049 55 120 39 12 9 11 32 1 0 0 1 3
## 126 1000 45 123 41 12 12 1 29 1 0 0 1 3
## 127 1105 40 103 32 13 10 11 30 1 0 0 1 1
## 128 1924 50 121 40 18 11 7 35 1 0 0 1 3
## 129 1346 40 90 44 16 9 16 38 1 0 0 1 1
## 130 809 65 125 32 12 11 10 29 1 0 0 1 0
## 131 1495 45 109 34 18 10 3 32 1 0 0 1 3
## 132 1346 50 128 46 16 10 1 33 0 0 0 0 3
## 133 1200 40 97 35 12 10 4 31 1 0 0 1 3
## 134 500 40 96 35 12 6 0 33 1 0 1 1 4
## 135 1325 45 97 44 12 12 5 28 1 0 0 1 1
## 136 900 40 78 21 12 16 5 33 1 1 0 1 4
## 137 800 40 112 39 12 15 3 34 1 0 0 1 6
## 138 800 40 88 32 12 16 7 38 1 0 0 1 3
## 139 1034 40 97 39 12 15 16 36 1 0 0 1 14
## 140 980 40 101 41 12 4 12 36 1 0 0 1 1
## 141 884 40 106 42 10 19 12 34 1 0 0 1 2
## 142 480 40 59 28 10 11 5 34 0 0 0 1 0
## 143 923 40 105 54 18 7 14 34 1 0 0 1 1
## 144 513 45 119 30 17 8 5 31 0 0 0 1 1
## 145 1105 40 93 36 11 17 16 37 0 0 0 1 2
## 146 1193 50 82 38 12 19 10 36 1 0 1 1 0
## 147 2771 50 134 45 18 6 7 34 1 0 0 1 4
## 148 779 40 84 29 12 9 6 30 1 0 0 1 0
## 149 950 60 98 36 11 13 6 31 1 0 0 1 2
## 150 1394 40 118 41 16 11 8 30 1 0 0 0 2
## 151 1495 45 113 50 17 13 9 33 1 0 0 1 3
## 152 650 40 100 18 12 4 3 28 1 0 0 1 6
## 153 670 40 93 27 13 9 5 29 1 0 0 1 2
## 154 1126 40 119 30 16 5 8 32 1 0 0 1 1
## 155 450 64 67 19 12 11 1 33 0 1 0 1 6
## 156 1028 40 111 28 12 19 12 37 1 1 1 1 3
## 157 2404 50 106 38 15 8 0 32 1 0 0 1 2
## 158 1899 40 127 49 18 9 14 36 0 0 0 1 0
## 159 757 40 113 35 16 10 9 33 1 0 0 1 2
## 160 1250 40 115 36 14 9 1 29 1 0 0 1 2
## 161 1162 48 102 40 16 8 11 31 1 0 0 1 3
## 162 1025 40 85 29 15 9 13 29 1 1 0 1 6
## 163 1100 50 117 51 16 11 12 32 1 0 0 0 0
## 164 714 35 125 34 16 7 5 28 1 0 0 1 4
## 165 1318 35 118 47 16 16 17 37 1 0 0 0 1
## 166 1411 45 121 40 18 14 3 38 1 0 0 1 3
## 167 2162 40 115 51 17 4 4 38 1 0 0 1 1
## 168 1273 55 120 44 14 11 16 36 1 0 0 0 1
## 169 1140 48 109 43 12 16 15 35 1 0 0 1 2
## 170 578 40 109 28 13 7 4 30 0 0 0 1 1
## 171 942 40 85 36 12 7 10 38 1 0 0 1 4
## 172 1058 40 85 50 12 17 8 38 1 0 0 0 4
## 173 750 40 106 32 14 9 9 29 1 0 0 1 1
## 174 1000 60 101 30 12 11 6 30 1 0 0 1 3
## 175 951 60 116 40 12 9 7 30 1 0 0 1 4
## 176 635 47 91 24 12 13 2 31 1 0 0 1 2
## 177 1250 40 91 28 12 13 1 34 1 0 0 1 3
## 178 675 40 110 34 12 6 15 34 1 0 0 1 2
## 179 400 40 75 33 12 11 6 32 1 0 0 1 4
## 180 577 50 94 17 12 9 8 29 1 0 0 1 2
## 181 590 40 109 27 13 10 7 29 1 0 0 0 2
## 182 923 50 122 38 16 10 10 31 1 0 0 0 1
## 183 1250 50 102 26 12 6 2 32 0 0 0 1 4
## 184 1100 40 122 38 14 11 8 33 1 0 0 1 2
## 185 1130 50 105 38 12 18 2 37 1 0 0 1 4
## 186 652 50 113 37 12 14 4 36 0 0 0 1 1
## 187 618 42 104 34 12 6 2 30 1 0 0 1 3
## 188 962 50 124 43 16 7 14 34 1 0 0 1 2
## 189 529 40 110 31 13 14 11 32 1 0 0 0 1
## 190 817 40 95 37 12 16 14 33 1 0 0 0 2
## 191 962 40 120 39 16 8 9 32 1 0 0 0 0
## 192 840 40 105 39 12 19 15 38 1 0 0 0 3
## 193 866 40 121 30 16 7 4 28 1 0 0 0 1
## 194 2404 50 96 42 14 1 1 36 1 0 0 1 5
## 195 1126 40 110 26 12 16 2 32 1 0 0 1 6
## 196 1160 40 92 32 12 8 8 31 1 0 0 0 4
## 197 723 40 98 34 12 15 5 38 1 0 0 1 1
## 198 1778 40 109 43 16 14 13 36 1 0 0 1 0
## 199 1903 48 118 44 18 13 5 36 1 0 0 0 0
## 200 1010 40 97 42 18 7 14 34 1 0 0 1 4
## 201 971 40 95 42 17 5 11 37 1 0 0 1 1
## 202 525 40 99 40 12 9 2 34 1 0 0 1 2
## 203 525 40 106 31 12 12 13 30 1 0 0 0 1
## 204 670 45 117 33 12 10 3 30 1 0 0 0 5
## 205 500 45 90 47 12 19 4 37 1 0 0 0 0
## 206 1058 45 98 45 14 14 15 34 1 0 0 0 2
## 207 550 46 95 44 12 18 15 35 1 0 0 1 1
## 208 500 45 115 43 12 14 1 32 1 0 0 1 1
## 209 727 55 106 40 15 10 5 31 0 0 0 1 1
## 210 865 40 114 26 12 6 8 30 1 0 0 0 2
## 211 1081 40 92 34 13 8 2 30 1 0 1 1 3
## 212 1304 45 119 36 17 9 9 31 1 0 0 0 1
## 213 575 40 85 32 13 6 1 30 1 0 0 0 1
## 214 623 45 98 34 16 7 1 30 1 0 0 0 3
## 215 515 45 114 30 13 8 10 28 1 0 0 0 3
## 216 1273 55 84 42 18 14 4 37 1 0 0 1 1
## 217 990 40 108 42 13 13 9 33 1 0 0 0 4
## 218 600 40 107 32 12 16 6 33 1 0 0 0 5
## 219 1160 40 84 35 12 17 2 38 1 0 0 0 4
## 220 500 55 86 22 12 11 9 29 1 0 0 0 5
## 221 795 45 88 27 12 17 18 35 1 0 0 0 2
## 222 500 50 97 34 11 20 3 37 1 0 0 0 2
## 223 740 50 84 31 10 23 13 38 1 0 0 0 5
## 224 1250 40 117 45 16 10 7 33 1 0 0 1 1
## 225 1014 55 110 42 16 13 9 30 0 0 0 1 1
## 226 1250 32 104 32 13 13 3 33 1 0 0 1 3
## 227 913 40 110 26 14 4 13 29 1 0 0 1 3
## 228 1346 40 99 33 16 9 8 30 1 0 0 1 2
## 229 445 40 80 31 10 19 0 38 1 0 0 0 5
## 230 265 40 101 43 12 18 2 37 1 0 0 1 1
## 231 1250 40 117 31 14 7 1 28 1 0 0 1 1
## 232 1607 56 108 41 13 7 9 36 1 0 0 1 2
## 233 1452 35 69 33 16 12 15 38 1 1 0 1 7
## 234 1391 50 109 38 12 14 8 32 1 1 1 1 1
## 235 821 45 85 39 16 8 2 32 1 0 0 1 5
## 236 794 40 114 36 16 9 7 29 1 0 0 1 1
## 237 500 30 90 46 13 10 1 38 1 0 0 0 4
## 238 520 50 107 30 18 6 3 29 1 0 0 0 10
## 239 1730 50 117 41 18 12 12 37 1 0 0 1 1
## 240 1924 50 112 47 18 9 10 38 1 0 0 1 6
## 241 1155 60 106 46 18 10 2 37 1 0 0 1 3
## 242 2162 40 116 38 15 9 4 31 1 0 0 1 2
## 243 923 50 123 44 14 8 7 31 1 0 0 1 1
## 244 1115 40 118 40 16 12 13 33 1 0 0 1 1
## 245 449 36 91 20 12 7 2 30 0 0 0 1 1
## 246 1500 40 103 29 12 10 11 34 1 0 0 1 2
## 247 826 40 114 40 14 20 3 37 1 0 0 1 4
## 248 937 40 102 36 12 16 8 35 1 0 0 1 3
## 249 978 48 104 36 12 19 15 36 1 0 0 1 5
## 250 1031 40 112 43 14 14 12 33 0 0 0 1 6
## 251 1272 40 107 39 12 10 1 30 1 0 0 1 4
## 252 1136 50 117 36 14 16 12 34 1 0 1 1 2
## 253 800 45 110 36 12 19 12 36 1 0 0 1 7
## 254 1339 38 96 42 12 8 9 33 1 0 0 1 0
## 255 1063 40 90 38 12 14 12 32 1 1 0 1 2
## 256 935 44 97 27 12 10 6 29 1 0 0 1 2
## 257 808 40 99 40 12 18 13 38 1 1 0 1 0
## 258 375 40 99 29 10 12 2 30 1 0 1 0 3
## 259 537 40 97 32 12 14 8 31 0 1 0 1 2
## 260 1082 55 95 40 12 11 4 29 1 1 0 1 2
## 261 930 40 126 44 14 10 1 31 0 0 0 1 3
## 262 1155 40 109 49 17 13 4 38 1 0 0 0 3
## 263 548 40 86 22 11 7 0 33 1 1 0 1 5
## 264 622 45 119 48 16 12 1 33 1 0 0 1 0
## 265 841 40 102 38 16 10 1 29 1 0 0 1 3
## 266 769 55 105 45 18 7 15 38 0 0 0 1 2
## 267 587 38 117 40 17 8 5 29 1 0 0 0 3
## 268 1924 45 112 40 16 17 18 38 1 0 0 1 1
## 269 1058 40 89 28 12 7 3 29 1 0 0 1 2
## 270 417 48 131 39 12 7 1 28 0 0 0 1 1
## 271 1202 48 114 28 16 6 6 28 1 0 0 1 3
## 272 1154 40 98 35 14 18 2 37 1 0 0 1 1
## 273 1070 40 124 41 13 4 9 32 1 0 0 1 0
## 274 1202 40 125 30 14 10 11 29 1 0 0 1 2
## 275 711 45 100 38 18 13 3 36 1 0 0 1 1
## 276 1202 40 84 21 14 6 5 31 1 1 0 1 2
## 277 850 43 113 26 12 7 3 28 1 0 0 1 1
## 278 1000 40 102 46 16 13 11 35 1 0 0 1 6
## 279 490 49 82 33 18 7 8 31 0 0 0 1 2
## 280 1000 40 112 47 14 15 4 35 1 0 0 1 4
## 281 865 40 111 38 16 11 4 31 1 0 1 1 4
## 282 1375 40 96 24 13 3 3 30 1 0 0 1 3
## 283 1586 40 127 48 16 16 12 37 1 0 0 1 4
## 284 1602 65 97 47 15 14 14 37 1 0 0 1 1
## 285 3078 65 120 50 14 12 13 36 1 0 1 1 1
## 286 898 40 101 41 16 7 9 35 0 0 0 1 3
## 287 906 40 120 40 14 16 2 37 1 0 0 1 5
## 288 952 40 99 34 13 10 10 31 1 1 0 1 1
## 289 571 40 78 33 13 10 1 29 0 1 0 1 5
## 290 445 45 110 23 12 15 13 32 0 0 0 1 2
## 291 289 40 94 35 12 9 0 30 1 0 0 1 2
## 292 1444 40 120 50 16 12 15 37 1 0 0 1 1
## 293 962 55 108 45 12 19 21 36 1 0 0 1 3
## 294 1075 40 103 31 12 17 10 33 1 0 0 1 13
## 295 909 55 97 39 11 17 5 35 1 0 0 1 7
## 296 1250 40 106 36 12 14 19 35 1 0 0 1 4
## 297 620 40 99 22 11 10 5 29 1 1 0 1 11
## 298 1016 40 72 18 10 14 15 37 1 1 0 1 8
## 299 800 40 88 29 10 21 14 37 1 1 0 1 8
## 300 1050 40 119 37 16 7 18 37 0 0 0 1 2
## 301 1079 50 87 33 12 18 9 36 1 0 0 1 5
## 302 654 50 121 49 17 12 13 34 1 0 0 1 1
## 303 781 50 112 33 12 8 10 30 1 0 0 1 2
## 304 1038 48 103 36 15 8 2 36 1 0 1 0 2
## 305 1924 50 99 48 16 16 14 37 1 0 0 1 0
## 306 1202 40 101 40 15 15 17 37 1 0 0 1 3
## 307 666 70 117 34 15 8 2 32 1 0 0 1 0
## 308 905 45 109 41 14 11 14 36 1 0 0 1 3
## 309 890 70 73 46 12 6 8 31 1 0 0 1 3
## 310 817 40 116 27 16 10 7 31 1 0 1 0 1
## 311 812 40 98 42 12 10 2 29 0 0 0 1 3
## 312 577 60 104 43 14 6 2 30 1 0 1 1 2
## 313 756 40 78 29 14 9 2 31 1 0 0 1 2
## 314 1011 40 104 43 12 20 7 37 1 0 1 1 0
## 315 1155 45 85 39 12 14 1 34 1 0 0 1 2
## 316 1025 40 104 25 12 12 7 29 1 0 0 1 3
## 317 1350 40 107 37 12 17 12 35 1 0 0 0 2
## 318 1001 40 109 48 12 20 22 37 1 0 0 1 1
## 319 796 48 119 31 13 16 15 37 1 1 0 1 7
## 320 1230 50 96 33 13 11 12 30 1 0 0 1 3
## 321 754 40 93 31 12 13 1 30 1 0 0 1 5
## 322 714 40 90 32 12 17 1 37 1 0 0 0 5
## 323 1000 45 103 29 15 8 3 32 1 0 0 1 3
## 324 2067 40 106 41 16 12 13 33 1 0 1 1 2
## 325 912 40 96 32 16 11 5 30 1 0 0 1 2
## 326 600 40 114 39 12 8 5 30 1 0 1 1 6
## 327 951 40 86 33 11 13 1 31 1 0 0 1 3
## 328 711 45 110 38 16 8 5 32 1 0 1 1 3
## 329 1151 48 87 41 12 18 9 38 1 0 0 1 2
## 330 1000 40 89 31 12 9 5 28 1 0 0 1 2
## 331 841 44 106 40 12 15 10 31 1 0 0 1 5
## 332 400 70 100 43 12 12 3 32 1 0 0 1 3
## 333 1175 45 111 38 12 17 14 34 1 0 0 1 0
## 334 1202 40 100 40 12 18 2 37 1 0 0 1 0
## 335 1442 40 114 38 12 16 17 33 1 0 0 1 2
## 336 538 55 98 45 18 5 1 34 1 0 0 1 2
## 337 781 40 89 24 11 13 10 30 1 0 0 1 3
## 338 750 60 74 23 10 13 9 30 1 0 0 1 4
## 339 841 48 110 37 18 13 1 37 0 1 0 1 1
## 340 700 50 130 29 13 14 1 38 1 0 0 1 1
## 341 1346 50 108 51 16 9 4 36 1 0 0 1 1
## 342 800 45 98 31 12 16 12 33 1 0 0 0 3
## 343 1250 40 125 27 16 9 10 30 1 0 0 1 3
## 344 1105 40 104 29 16 5 8 29 1 0 0 1 3
## 345 475 52 98 33 14 12 1 30 0 0 0 1 6
## 346 762 58 104 37 15 6 4 33 1 0 0 0 2
## 347 962 40 120 33 12 18 19 36 1 0 0 1 3
## 348 721 40 134 38 13 9 9 30 0 0 1 1 3
## 349 800 50 92 28 9 18 13 34 1 0 0 1 0
## 350 658 40 129 34 16 11 9 30 1 0 0 1 2
## 351 1270 40 118 42 14 4 16 36 1 0 0 1 2
## 352 1313 40 107 37 12 11 7 28 1 0 0 0 1
## 353 824 42 92 37 12 19 15 38 1 0 0 1 1
## 354 1442 40 118 33 16 6 7 29 1 0 0 1 2
## 355 1400 42 108 38 17 7 3 31 1 0 0 1 2
## 356 1038 50 119 42 12 20 5 36 1 0 0 0 3
## 357 668 43 109 29 12 11 12 29 1 0 0 0 2
## 358 1100 40 91 41 12 18 10 36 1 0 0 0 2
## 359 1000 45 118 38 14 9 7 30 1 0 0 1 3
## 360 523 43 119 37 13 9 2 30 1 0 0 0 4
## 361 1111 40 103 33 14 13 13 31 1 0 0 0 6
## 362 962 40 120 25 16 6 4 28 1 0 0 0 4
## 363 729 47 122 40 18 6 13 34 1 0 0 1 3
## 364 690 40 119 35 12 9 5 28 1 0 0 1 1
## 365 1010 50 104 37 11 15 7 38 1 0 0 0 6
## 366 600 40 96 22 11 7 2 29 1 0 1 1 4
## 367 596 40 83 36 12 16 17 34 1 0 0 0 3
## 368 850 44 115 37 12 11 1 29 1 0 0 1 3
## 369 670 40 88 27 12 9 2 29 1 0 0 1 7
## 370 793 40 96 43 12 17 18 36 1 0 0 0 4
## 371 1442 40 123 42 17 14 7 38 1 0 1 0 2
## 372 670 50 108 43 12 14 8 34 1 0 1 1 5
## 373 876 45 116 35 16 10 8 29 1 0 0 1 2
## 374 841 40 109 45 18 13 2 36 1 0 0 0 3
## 375 975 40 97 39 13 8 0 31 1 0 0 1 3
## 376 1223 40 107 34 12 7 3 28 1 0 0 0 1
## 377 910 30 95 27 12 16 5 35 1 0 1 1 2
## 378 533 45 109 31 15 8 2 30 1 0 0 1 2
## 379 750 40 104 36 12 15 11 33 1 0 0 0 0
## 380 1206 40 110 37 12 16 4 38 1 0 0 1 1
## 381 745 40 94 40 13 17 1 36 0 0 0 0 2
## 382 900 40 103 38 12 15 1 37 1 0 1 0 3
## 383 1170 47 123 45 14 9 14 32 1 0 0 1 3
## 384 540 50 113 33 12 12 3 31 1 0 0 0 5
## 385 550 40 110 35 16 15 1 38 1 0 0 0 2
## 386 615 40 100 31 14 9 4 30 1 0 0 0 3
## 387 909 40 95 39 13 6 2 31 1 0 0 1 2
## 388 769 40 100 34 12 18 12 36 1 0 0 0 1
## 389 984 40 108 39 13 17 18 37 1 0 0 1 4
## 390 833 60 101 47 12 15 12 37 1 0 0 1 5
## 391 879 70 90 43 12 17 10 35 0 0 0 1 1
## 392 1027 45 115 41 12 16 7 35 1 0 0 1 4
## 393 1000 55 114 41 16 10 1 33 1 0 1 0 0
## 394 465 43 84 33 13 10 1 29 1 0 0 1 3
## 395 1100 40 92 37 13 21 12 38 1 1 0 1 6
## 396 641 45 125 44 14 9 0 37 1 0 0 1 1
## 397 1035 48 107 42 12 21 14 38 1 0 0 1 1
## 398 1212 40 129 33 14 9 3 32 0 0 0 1 6
## 399 950 40 98 40 12 11 6 30 1 0 0 1 3
## 400 938 44 108 41 12 19 20 38 1 0 0 1 0
## 401 1250 40 114 37 16 8 8 30 1 0 0 1 5
## 402 586 60 111 37 18 6 10 34 1 0 0 0 3
## 403 693 53 101 29 12 7 6 28 1 0 0 0 1
## 404 562 40 99 25 12 18 12 34 0 0 0 0 1
## 405 375 60 75 24 12 12 5 30 0 0 0 0 4
## 406 673 40 91 29 12 7 11 38 1 0 0 0 0
## 407 654 50 113 38 17 1 13 33 1 0 0 0 1
## 408 692 50 120 34 12 17 7 35 1 0 0 0 3
## 409 1111 40 98 32 14 10 1 29 1 0 0 1 3
## 410 1368 45 107 31 16 11 1 33 1 0 1 1 2
## 411 1282 45 121 39 18 7 13 32 1 0 0 1 2
## 412 1250 60 115 40 11 19 4 38 1 0 0 1 1
## 413 1346 40 134 42 15 15 7 35 1 0 0 1 2
## 414 1424 50 96 47 17 15 12 37 1 0 0 1 2
## 415 854 48 120 38 16 8 5 29 0 0 0 1 2
## 416 888 50 105 36 15 9 5 32 0 0 0 1 2
## 417 1161 50 121 40 12 5 10 34 1 0 0 1 5
## 418 583 58 113 29 16 9 0 30 1 0 0 1 2
## 419 1260 45 106 37 12 5 3 29 1 0 0 1 2
## 420 947 48 104 41 18 8 13 35 1 0 0 0 3
## 421 1850 40 80 23 11 14 15 33 1 0 0 1 3
## 422 1575 40 117 28 12 13 2 30 1 0 0 1 3
## 423 758 38 126 42 16 10 8 28 0 0 0 1 2
## 424 1442 40 112 42 12 19 15 36 1 0 0 1 3
## 425 489 55 104 47 13 20 4 38 1 0 1 1 2
## 426 1126 40 116 33 12 5 0 31 1 1 0 1 9
## 427 1000 40 70 18 12 12 5 32 0 1 0 1 6
## 428 500 70 83 20 12 13 11 32 1 0 0 1 5
## 429 1200 50 84 13 12 13 9 32 1 0 0 1 5
## 430 565 45 82 30 10 15 3 33 1 0 0 0 4
## 431 1920 40 109 32 12 13 2 31 1 0 0 0 0
## 432 684 45 111 25 14 7 7 29 1 0 0 1 4
## 433 774 40 94 33 12 20 4 37 1 0 0 0 1
## 434 233 60 96 32 16 7 4 30 1 0 0 0 3
## 435 975 40 101 33 13 12 10 30 1 0 0 0 3
## 436 1366 40 90 35 12 13 1 30 1 0 0 1 3
## 437 2137 40 120 48 16 16 3 37 1 0 1 1 3
## 438 700 40 120 38 16 10 1 29 1 0 1 1 1
## 439 1200 40 108 29 12 16 11 33 1 0 0 1 3
## 440 1161 40 99 43 13 16 18 36 1 0 0 1 0
## 441 729 60 80 31 11 16 15 34 1 0 0 1 6
## 442 750 45 93 45 11 17 2 36 1 0 0 1 1
## 443 1026 45 85 46 12 4 16 38 1 0 0 1 1
## 444 1111 45 118 43 15 11 3 32 1 0 0 1 3
## 445 625 50 115 31 12 12 8 31 1 0 0 1 2
## 446 1200 42 119 28 16 11 5 30 1 0 0 1 5
## 447 1541 40 94 39 12 8 1 32 1 0 0 1 8
## 448 1154 40 109 42 16 12 9 34 1 0 0 1 0
## 449 310 40 104 37 13 10 0 33 0 0 0 0 2
## 450 610 50 89 21 12 14 4 30 1 0 0 0 1
## 451 1749 43 101 28 12 16 17 36 1 0 0 0 2
## 452 1000 40 96 34 16 9 1 31 0 0 1 1 4
## 453 350 40 109 48 12 14 1 36 1 0 0 0 1
## 454 765 45 94 38 12 17 18 37 1 0 0 0 10
## 455 790 40 115 34 12 15 2 34 1 0 0 0 6
## 456 818 47 92 41 12 16 17 38 1 0 0 0 12
## 457 477 60 71 32 9 12 1 30 1 0 0 0 4
## 458 938 50 130 39 14 15 1 33 1 0 0 0 3
## 459 2099 55 119 38 16 10 4 32 1 0 0 1 0
## 460 350 40 74 24 12 14 3 32 1 0 0 1 4
## 461 940 48 104 25 12 13 0 32 1 1 0 1 7
## 462 1202 40 124 23 15 11 8 28 1 0 0 1 2
## 463 450 40 94 29 15 9 4 31 1 0 0 0 1
## 464 1058 40 120 44 16 16 13 37 1 0 0 0 5
## 465 1000 40 96 40 11 15 15 37 1 0 0 1 5
## 466 318 40 67 35 12 16 5 36 1 1 1 1 6
## 467 556 40 69 26 11 13 9 34 0 1 0 1 3
## 468 958 60 98 42 12 11 9 28 1 0 0 1 0
## 469 995 40 92 23 9 22 13 38 1 1 0 1 7
## 470 1600 50 109 44 14 16 5 33 1 0 0 0 2
## 471 606 45 100 39 18 6 5 30 0 0 0 0 1
## 472 511 45 101 25 12 13 1 30 1 0 0 1 4
## 473 1411 45 111 40 16 11 12 32 1 0 1 1 1
## 474 1346 40 106 38 16 15 11 37 1 0 0 1 1
## 475 1522 46 102 37 12 15 16 37 1 0 0 0 3
## 476 1075 40 115 28 14 9 10 30 1 0 0 0 2
## 477 1200 50 99 37 12 11 11 28 1 0 0 1 5
## 478 1377 37 118 48 16 15 1 36 1 0 0 1 2
## 479 874 55 132 37 13 8 2 33 1 0 0 0 2
## 480 625 40 108 26 13 11 9 30 1 0 0 1 3
## 481 1250 32 98 40 12 17 2 33 1 0 0 1 0
## 482 1082 40 111 44 13 20 12 36 1 0 0 1 4
## 483 693 40 79 36 11 18 3 38 1 0 0 0 3
## 484 727 55 97 29 12 11 11 31 1 0 0 0 3
## 485 615 50 99 49 15 16 15 38 1 0 0 0 2
## 486 913 40 101 33 16 5 7 31 1 0 0 1 2
## 487 884 46 120 45 17 4 10 36 1 0 0 0 2
## 488 698 43 97 33 12 10 4 29 1 0 0 1 2
## 489 800 55 106 34 12 17 18 36 1 0 0 0 3
## 490 812 40 131 44 16 9 3 30 0 0 0 0 1
## 491 1000 40 93 32 11 16 14 34 1 0 0 1 1
## 492 549 49 79 23 12 11 3 32 0 0 0 0 4
## 493 1300 35 100 38 12 13 15 31 1 0 0 1 4
## 494 923 50 107 30 16 9 8 33 1 0 0 1 6
## 495 1539 40 112 42 12 15 15 32 1 0 0 0 3
## 496 721 40 105 22 12 11 9 30 1 0 0 0 3
## 497 815 40 114 25 12 15 14 31 1 0 0 0 2
## 498 600 80 116 36 12 20 2 38 1 0 0 0 10
## 499 1100 40 104 41 12 18 7 37 1 0 0 1 2
## 500 1058 40 85 48 12 18 19 35 1 0 0 1 2
## 501 962 40 93 46 12 15 1 30 1 0 0 1 2
## 502 433 50 100 40 12 5 9 37 1 0 0 0 2
## 503 940 40 71 20 11 9 2 29 1 0 0 0 2
## 504 1417 38 88 36 16 9 10 32 0 0 0 1 2
## 505 1000 65 93 32 12 11 9 29 1 0 0 1 7
## 506 500 40 98 26 13 14 5 32 1 0 0 0 3
## 507 800 50 110 35 14 8 5 28 1 0 0 1 3
## 508 766 40 109 31 12 17 18 35 1 0 0 0 4
## 509 750 43 94 38 14 12 10 33 1 0 0 0 1
## 510 550 40 77 36 12 15 2 37 1 0 0 0 6
## 511 795 52 89 35 11 16 4 34 1 0 0 1 6
## 512 723 40 102 44 12 12 10 30 1 0 0 1 10
## 513 1039 40 113 49 14 12 8 34 1 0 0 1 1
## 514 200 55 103 38 10 11 15 32 1 0 1 1 3
## 515 400 40 90 36 10 12 1 32 1 1 0 1 5
## 516 575 40 96 31 11 17 1 35 1 0 1 1 2
## 517 850 40 97 35 11 16 5 37 1 0 1 1 1
## 518 508 50 87 35 12 16 1 32 1 1 1 1 2
## 519 1162 45 89 39 12 11 4 37 1 0 1 1 3
## 520 1199 43 70 28 13 13 5 30 1 1 1 1 3
## 521 1270 40 104 34 16 8 4 31 1 0 1 1 3
## 522 350 45 116 36 16 5 3 33 1 0 1 1 2
## 523 963 40 85 32 14 9 9 28 1 1 1 1 5
## 524 1463 45 104 47 15 14 11 37 1 0 1 1 3
## 525 802 40 99 26 12 13 12 29 1 1 1 1 8
## 526 642 45 93 18 12 12 7 30 1 1 1 1 1
## 527 751 40 114 37 13 9 2 28 1 0 1 1 2
## 528 488 40 103 40 17 5 3 31 1 0 1 1 1
## 529 1400 40 92 34 12 15 5 36 1 0 1 1 2
## 530 940 45 98 41 18 10 7 31 1 0 1 1 2
## 531 866 40 114 48 13 15 16 37 1 0 1 1 3
## 532 675 40 77 42 12 20 4 38 1 1 1 1 5
## 533 375 40 89 24 14 9 3 30 1 1 1 1 3
## 534 325 40 93 44 14 10 1 33 1 1 1 1 1
## 535 346 40 110 37 12 16 17 38 1 0 1 1 2
## 536 1442 40 132 39 17 8 1 33 1 0 1 1 3
## 537 560 49 112 37 16 13 2 32 1 0 1 0 3
## 538 550 56 99 42 12 17 11 36 1 0 1 1 1
## 539 950 44 96 26 16 8 10 32 1 1 1 1 1
## 540 684 45 106 45 13 16 2 38 1 0 1 1 1
## 541 1322 40 128 43 16 7 1 33 1 0 1 1 0
## 542 1634 40 95 48 12 18 3 38 1 0 1 1 3
## 543 417 40 80 30 12 8 0 30 0 0 1 1 3
## 544 472 45 71 24 11 9 0 32 1 0 1 1 13
## 545 666 50 89 28 12 16 1 34 1 1 1 1 6
## 546 1679 55 127 45 18 10 3 32 1 0 1 1 1
## 547 1039 40 114 43 16 1 9 31 0 0 1 1 6
## 548 1250 40 102 30 13 13 11 30 1 0 1 1 5
## 549 760 40 88 34 12 12 15 31 1 0 1 1 2
## 550 1154 42 88 32 12 14 12 29 1 0 1 1 2
## 551 1602 60 110 45 15 14 1 37 1 0 0 1 5
## 552 1442 40 110 40 13 13 13 29 1 1 1 1 1
## 553 865 40 130 39 16 5 3 30 1 0 0 1 4
## 554 705 50 100 44 12 15 12 36 1 0 1 1 1
## 555 1000 40 101 36 12 16 1 35 1 0 1 1 1
## 556 852 44 89 36 10 13 9 32 1 0 1 1 6
## 557 770 40 80 25 12 16 14 35 1 0 0 1 1
## 558 1000 40 72 20 12 16 9 34 1 0 0 1 3
## 559 1329 55 115 56 18 10 5 36 1 0 0 1 1
## 560 1682 40 115 48 16 10 4 37 1 0 1 1 1
## 561 577 55 108 47 16 4 0 31 1 1 1 1 2
## 562 685 40 93 27 12 17 7 38 0 0 1 1 6
## 563 577 40 111 37 16 8 8 29 0 1 1 1 1
## 564 1040 40 101 38 12 19 9 38 1 1 1 1 6
## 565 1250 40 92 42 16 10 11 32 0 0 1 1 1
## 566 600 40 115 40 13 7 7 28 0 0 1 1 4
## 567 480 40 76 29 12 17 3 35 0 1 1 1 8
## 568 1000 40 93 26 11 11 0 29 1 0 1 1 5
## 569 988 48 91 39 12 15 15 36 1 0 1 1 1
## 570 478 45 90 35 10 19 10 34 1 0 1 1 2
## 571 440 40 84 23 12 11 2 30 1 1 1 1 5
## 572 485 40 120 43 12 11 1 30 1 1 1 1 6
## 573 705 40 89 32 9 19 0 36 1 1 1 1 0
## 574 1550 40 104 47 12 16 1 34 1 0 1 0 8
## 575 960 40 107 23 12 11 9 29 1 1 1 1 11
## 576 1000 40 100 42 12 16 14 32 1 0 1 1 2
## 577 625 40 129 40 18 4 5 36 1 0 1 0 3
## 578 1346 40 112 39 16 14 14 35 1 0 0 1 0
## 579 961 40 76 17 12 13 13 31 0 1 0 1 13
## 580 479 40 97 45 12 15 1 38 1 0 1 0 3
## 581 1201 50 98 38 11 17 16 36 1 0 1 0 4
## 582 1346 45 60 34 16 8 2 31 1 0 1 1 2
## 583 1122 35 132 45 18 13 8 32 1 0 1 1 2
## 584 543 45 90 31 14 5 7 38 1 1 1 1 1
## 585 450 40 63 26 11 12 4 31 1 1 1 1 7
## 586 507 55 110 36 14 10 4 32 1 0 1 1 2
## 587 547 60 88 38 11 17 5 34 1 0 1 1 4
## 588 586 56 98 41 11 18 16 35 1 0 1 1 2
## 589 462 55 61 24 12 6 4 29 1 1 1 0 9
## 590 705 40 76 32 12 13 8 37 1 1 0 1 5
## 591 1566 40 127 44 12 7 1 29 1 0 0 1 3
## 592 1634 40 94 39 13 18 18 36 1 0 1 1 2
## 593 1282 45 97 48 16 4 1 32 1 0 0 1 11
## 594 556 40 127 44 16 6 2 31 1 1 1 1 2
## 595 1200 40 109 42 15 7 8 33 1 0 0 1 2
## 596 855 45 89 21 12 6 6 31 1 0 1 0 4
## 597 1053 40 90 33 12 18 7 37 1 0 1 0 1
## 598 1000 48 105 39 12 11 4 28 1 0 1 0 0
## 599 900 55 100 27 12 18 5 34 0 0 0 1 2
## 600 1602 45 111 40 16 10 10 31 1 0 1 0 1
## 601 508 50 125 44 17 9 2 31 1 0 1 1 3
## 602 1500 60 124 20 16 6 6 29 1 0 1 0 2
## 603 1682 50 107 41 14 15 9 32 1 0 1 1 0
## 604 750 40 110 45 13 13 1 35 1 0 1 1 2
## 605 843 40 102 32 14 8 7 29 1 0 1 0 1
## 606 409 40 93 26 12 17 18 38 0 0 1 0 0
## 607 1004 40 81 36 12 17 15 34 1 0 1 0 1
## 608 650 40 99 36 12 13 10 30 1 0 1 0 1
## 609 808 40 93 26 12 17 9 37 1 1 1 0 4
## 610 2137 45 102 35 13 8 2 30 1 0 1 0 0
## 611 761 48 95 44 12 14 21 38 1 0 1 1 1
## 612 769 40 98 37 16 8 3 35 0 0 1 1 0
## 613 345 40 84 28 12 7 8 31 1 1 1 1 2
## 614 495 40 88 30 12 6 10 31 1 0 1 1 2
## 615 987 38 109 41 16 9 3 31 1 0 1 1 3
## 616 2500 60 82 41 12 21 1 38 1 0 1 0 3
## 617 1098 45 105 22 14 6 1 32 0 0 1 1 1
## 618 1212 40 95 36 12 6 16 38 1 0 1 0 3
## 619 577 40 92 33 15 8 1 28 1 1 1 1 1
## 620 390 59 74 26 15 10 3 30 1 1 1 1 3
## 621 1500 40 123 43 16 9 12 32 1 0 1 1 1
## 622 583 80 86 24 12 9 1 30 1 0 1 1 2
## 623 460 40 92 22 11 16 1 36 1 0 1 1 5
## 624 945 40 87 41 12 12 13 38 1 0 1 1 2
## 625 1442 60 117 39 16 9 3 31 1 0 1 1 1
## 626 1333 45 112 50 16 14 8 38 1 0 1 1 1
## 627 1500 37 119 41 15 8 5 33 0 0 0 1 1
## 628 1333 45 103 30 16 7 1 34 1 0 0 1 3
## 629 700 40 74 29 12 16 4 36 1 1 1 1 3
## 630 973 36 81 33 13 11 5 32 1 0 1 1 0
## 631 2162 40 124 48 18 10 8 32 1 0 1 1 1
## 632 797 41 89 38 12 10 7 36 1 0 1 0 1
## 633 400 40 88 34 12 14 1 32 1 1 1 1 7
## 634 1015 40 67 31 12 15 11 32 1 1 0 1 3
## 635 1744 43 106 41 16 8 9 29 1 0 1 1 1
## 636 630 40 103 30 15 14 2 32 1 0 1 0 0
## 637 445 40 91 40 12 11 4 32 1 0 1 0 0
## 638 660 42 101 34 16 12 9 31 1 0 1 1 0
## 639 779 40 85 30 12 14 7 37 1 1 1 1 7
## 640 377 40 83 32 12 9 1 36 0 0 1 1 1
## 641 560 44 70 34 12 16 11 35 1 1 1 1 2
## 642 1122 60 102 54 17 7 13 32 1 0 1 1 2
## 643 453 50 94 34 12 9 2 30 1 0 1 0 6
## 644 1386 40 97 38 10 17 9 37 1 0 1 1 1
## 645 1539 40 115 38 17 7 9 31 1 0 1 1 2
## 646 1154 40 117 38 16 11 12 35 1 0 1 1 5
## 647 962 50 105 45 14 15 2 37 1 0 1 1 3
## 648 722 55 113 36 16 8 1 38 0 0 1 1 1
## 649 480 40 83 37 12 9 3 37 1 0 1 1 4
## 650 808 50 101 44 18 8 9 38 1 0 1 0 3
## 651 1442 40 113 36 13 14 8 36 1 0 1 1 2
## 652 1091 50 88 31 13 13 4 37 1 0 0 1 4
## 653 350 40 93 41 12 16 0 33 0 1 1 1 1
## 654 500 40 83 39 12 18 11 36 1 1 1 1 0
## 655 1026 45 113 27 16 9 13 30 1 0 1 1 2
## 656 577 40 106 43 17 11 7 33 0 1 1 1 3
## 657 1333 60 106 38 15 5 1 30 1 0 1 1 2
## 658 915 55 114 36 12 17 9 37 1 0 0 1 1
## 659 1105 40 119 32 16 9 10 30 0 0 1 1 5
## 660 910 40 82 26 14 5 5 30 1 1 1 1 10
## 661 1000 40 89 40 12 17 8 38 1 0 1 1 7
## 662 1160 40 74 18 12 14 1 33 1 1 1 1 9
## 663 1001 34 77 22 12 12 3 29 1 1 1 1 9
## 664 713 40 75 25 12 5 12 36 1 1 1 1 7
## 665 929 40 97 28 13 12 5 30 1 0 1 1 2
## 666 400 50 68 35 12 4 9 31 1 1 1 1 6
## 667 1241 40 83 51 13 9 10 33 1 0 1 1 2
## 668 1065 40 97 40 12 21 10 36 1 0 1 1 1
## 669 403 45 98 37 12 5 3 30 1 0 1 1 2
## 670 940 45 102 30 13 15 12 30 1 1 1 1 2
## 671 812 40 81 20 10 17 13 34 1 1 1 1 2
## 672 700 20 85 27 10 13 0 35 1 1 1 1 3
## 673 575 40 86 20 10 12 6 33 1 1 1 1 8
## 674 450 40 79 23 10 20 5 36 1 1 1 1 7
## 675 621 43 84 24 12 14 10 31 1 0 1 0 4
## 676 441 38 74 24 12 12 11 30 1 0 1 0 4
## 677 625 40 92 25 16 6 9 33 1 1 1 0 11
## 678 726 45 93 32 12 16 5 36 1 0 1 0 5
## 679 500 40 69 18 9 21 13 38 1 1 1 1 8
## 680 1000 44 113 41 17 8 2 34 1 0 1 1 4
## 681 393 48 92 37 12 15 16 38 1 0 1 1 1
## 682 600 40 127 44 12 8 3 28 0 0 1 0 2
## 683 962 50 109 44 12 21 12 37 1 0 1 0 0
## 684 962 40 97 42 12 15 4 34 1 0 1 0 5
## 685 865 40 66 30 11 10 7 30 1 0 0 1 14
## 686 1154 50 109 46 16 10 3 35 1 0 1 1 2
## 687 1386 42 109 43 16 10 11 34 1 0 1 0 1
## 688 732 40 104 36 12 10 7 36 1 0 1 1 1
## 689 865 40 85 44 13 4 9 34 1 0 1 1 3
## 690 700 40 81 26 12 13 13 31 1 0 1 0 5
## 691 975 40 87 12 9 20 10 37 1 0 1 0 3
## 692 1300 40 78 40 13 12 3 33 1 0 1 1 2
## 693 900 40 54 37 14 12 3 31 1 0 1 1 2
## 694 829 40 98 33 12 15 15 36 1 0 0 1 4
## 695 1000 40 98 34 12 17 13 36 1 0 1 1 3
## 696 827 40 105 29 16 7 8 30 1 0 0 1 2
## 697 500 44 87 25 13 5 2 31 1 0 1 1 7
## 698 1155 40 117 25 13 9 1 28 1 0 0 1 3
## 699 950 55 85 30 15 8 3 29 0 0 0 1 2
## 700 700 40 82 35 13 10 4 30 1 0 0 1 4
## 701 1710 45 114 39 18 7 6 32 1 0 0 1 1
## 702 533 30 65 21 12 5 1 32 0 1 0 1 5
## 703 2004 48 105 48 18 10 0 34 1 0 0 1 2
## 704 890 60 92 20 14 9 8 32 1 0 0 1 1
## 705 3078 30 107 23 13 11 4 29 1 0 0 1 2
## 706 1539 40 111 41 17 10 13 37 1 0 0 1 3
## 707 508 40 73 38 12 1 1 31 1 1 0 1 1
## 708 1354 40 119 49 17 13 9 35 0 0 0 0 2
## 709 1143 35 97 40 12 21 8 38 1 0 0 1 5
## 710 962 40 110 34 12 16 8 33 1 0 0 1 2
## 711 1250 44 96 32 12 19 20 38 1 0 0 1 2
## 712 990 40 67 23 12 16 3 34 1 1 0 1 2
## 713 905 40 102 31 12 17 4 37 1 0 0 0 5
## 714 926 55 64 22 12 18 0 38 1 0 0 1 4
## 715 1559 40 103 32 12 17 10 34 1 0 0 1 3
## 716 1312 40 118 39 10 14 4 32 1 0 0 1 0
## 717 923 40 118 36 14 8 16 35 1 1 0 1 5
## 718 879 40 118 41 18 1 9 31 1 0 0 1 1
## 719 800 25 75 37 13 14 1 38 1 0 1 1 0
## 720 1049 50 112 45 14 6 10 32 1 0 0 0 3
## 721 550 40 95 20 12 4 1 30 0 0 0 0 3
## 722 1190 40 119 38 17 4 2 34 1 0 0 1 0
## 723 583 48 94 35 14 10 6 37 1 0 0 0 2
## 724 1200 40 103 27 14 5 2 30 1 0 0 1 1
## 725 797 55 90 36 16 11 5 33 1 0 0 1 5
## 726 1371 40 128 50 18 8 13 36 1 0 0 0 1
## 727 360 55 110 44 13 11 1 38 0 1 0 1 4
## 728 1270 40 84 40 12 11 12 30 1 0 0 1 2
## 729 1832 40 97 38 12 16 1 36 1 0 0 1 1
## 730 909 40 102 34 12 14 5 33 1 0 0 1 3
## 731 1746 40 131 41 18 9 10 33 1 0 0 1 7
## 732 520 40 126 23 16 8 1 30 1 0 0 1 7
## 733 808 40 107 32 16 6 7 29 1 0 0 0 7
## 734 2137 45 108 45 16 11 2 36 1 0 0 1 2
## 735 692 50 92 49 15 9 3 38 1 1 0 1 0
## 736 931 80 108 40 16 4 1 36 1 0 0 1 4
## 737 812 45 115 46 16 11 3 34 1 0 0 1 1
## 738 866 40 111 44 14 16 14 35 1 0 0 1 1
## 739 1442 40 115 47 12 14 9 36 1 0 0 1 7
## 740 500 40 101 31 14 12 0 32 1 0 0 0 2
## 741 1384 50 114 48 18 12 2 37 1 0 0 1 1
## 742 528 55 116 40 18 5 9 30 1 0 0 1 4
## 743 881 40 90 41 12 4 14 36 1 0 0 0 2
## 744 1026 45 125 33 12 11 11 28 1 0 0 1 3
## 745 1212 40 98 26 12 11 12 28 0 0 0 1 4
## 746 1620 38 111 42 15 8 5 29 1 0 0 0 1
## 747 1843 48 109 38 16 11 2 32 1 0 0 1 3
## 748 1602 60 124 36 16 12 2 37 1 0 0 1 1
## 749 1000 40 121 35 13 6 1 33 1 0 0 1 2
## 750 737 48 103 37 12 7 4 30 1 0 0 1 4
## 751 1699 40 96 19 12 10 1 29 0 0 1 1 2
## 752 1699 40 100 40 12 11 9 33 1 0 0 1 1
## 753 1025 48 104 30 14 6 5 32 1 0 0 1 2
## 754 1107 40 112 38 12 12 5 38 1 0 0 1 5
## 755 625 40 73 24 11 1 1 31 1 0 0 1 3
## 756 720 50 101 39 13 1 7 29 1 0 0 1 4
## 757 855 40 99 44 12 19 10 36 1 0 0 1 1
## 758 1250 40 95 23 12 12 2 32 1 0 0 1 2
## 759 1130 40 109 40 18 4 13 38 1 0 0 0 1
## 760 900 40 110 35 12 6 1 28 0 0 0 1 1
## 761 1924 50 98 49 17 6 7 38 1 0 0 1 1
## 762 962 40 112 46 15 8 2 37 1 0 0 1 2
## 763 1874 48 64 37 11 22 3 38 1 1 0 1 7
## 764 1573 55 90 28 12 5 3 30 1 0 0 1 4
## 765 940 45 102 46 14 11 7 36 1 0 0 1 1
## 766 900 40 119 39 16 8 9 30 1 0 0 0 1
## 767 882 44 96 34 12 15 13 31 1 0 0 0 6
## 768 1710 45 118 40 18 12 12 38 1 0 0 1 1
## 769 1260 45 79 39 12 19 15 37 1 0 0 0 3
## 770 751 40 96 42 12 9 7 38 1 0 0 0 1
## 771 1097 50 80 27 11 12 12 28 1 0 0 0 5
## 772 1001 48 137 36 13 11 11 33 1 0 0 0 5
## 773 1154 40 116 42 15 11 12 34 0 0 0 0 2
## 774 1000 43 69 31 12 15 16 35 1 0 0 1 4
## 775 1250 40 78 36 12 16 3 33 1 0 0 1 9
## 776 857 65 99 41 12 18 3 38 1 0 1 1 2
## 777 1211 27 92 33 12 13 3 31 1 0 0 1 3
## 778 937 32 113 23 16 12 7 29 1 0 0 1 3
## 779 904 50 98 29 13 7 1 33 1 0 0 1 5
## 780 872 45 115 30 15 7 4 29 1 0 0 1 3
## 781 1200 40 96 26 9 18 0 34 1 0 0 1 4
## 782 1261 40 117 41 17 1 9 35 1 0 0 1 4
## 783 950 40 96 38 12 14 2 35 1 0 0 1 1
## 784 115 50 108 46 12 9 3 29 1 0 0 1 5
## 785 673 40 92 34 17 6 4 31 1 0 0 1 5
## 786 1084 45 95 38 15 17 10 37 1 0 0 1 1
## 787 1058 40 94 40 14 13 14 34 1 0 0 1 0
## 788 800 40 115 38 12 20 12 38 1 0 0 0 7
## 789 369 40 117 36 18 11 1 31 0 0 0 0 3
## 790 1924 40 105 42 16 14 13 36 1 0 0 0 0
## 791 855 40 109 36 12 17 15 36 1 0 0 0 3
## 792 864 40 87 38 12 15 6 31 1 0 0 0 1
## 793 1092 44 110 34 16 15 13 36 1 0 0 1 4
## 794 1025 40 110 30 16 9 4 30 1 0 0 0 3
## 795 850 35 109 32 12 11 2 31 1 0 0 0 2
## 796 673 40 85 21 12 17 10 35 1 0 0 0 2
## 797 800 40 105 42 14 12 12 37 1 0 0 0 3
## 798 1049 44 122 39 16 7 3 33 1 0 0 0 3
## 799 884 40 108 40 17 9 11 35 1 0 0 1 3
## 800 800 40 122 38 16 10 2 31 0 0 1 1 3
## 801 1200 40 79 32 17 9 9 32 1 0 0 1 0
## 802 664 40 105 30 12 8 10 29 1 0 0 1 7
## 803 1111 45 90 47 12 18 18 37 1 0 0 1 6
## 804 850 43 111 38 16 8 8 34 1 0 0 1 4
## 805 1000 40 110 42 12 6 12 37 1 0 0 1 5
## 806 875 40 92 32 12 8 4 29 0 0 0 1 4
## 807 1202 40 131 32 16 10 2 33 1 0 0 0 3
## 808 666 40 104 32 12 10 2 29 1 0 0 0 2
## 809 923 40 110 39 16 15 11 37 1 0 0 0 2
## 810 788 40 99 20 12 10 10 28 1 0 1 1 4
## 811 950 40 86 31 10 23 5 38 1 0 1 1 9
## 812 1442 40 105 42 12 9 16 37 1 0 1 1 3
## 813 866 40 85 26 12 11 12 30 1 1 1 0 8
## 814 625 40 72 34 9 17 5 34 1 0 1 0 10
## 815 680 40 86 35 12 13 9 32 0 0 1 0 6
## 816 693 40 68 38 12 11 19 35 1 0 1 0 5
## 817 875 36 95 22 12 16 2 38 0 1 1 0 8
## 818 2308 40 116 42 17 8 2 38 1 0 0 0 6
## 819 1196 45 96 45 14 10 4 32 1 0 1 0 2
## 820 700 38 85 36 12 13 8 32 1 1 1 1 6
## 821 721 40 100 32 12 8 8 29 1 0 1 1 3
## 822 1500 40 101 38 13 13 2 32 1 0 1 1 5
## 823 1050 50 97 31 15 4 9 31 1 1 1 1 2
## 824 801 48 100 30 14 6 10 29 1 1 1 1 2
## 825 640 23 96 39 12 7 3 31 0 1 1 1 5
## 826 1198 32 117 39 16 7 9 30 1 0 1 1 1
## 827 390 55 93 38 12 4 2 32 1 0 1 1 1
## 828 889 36 116 37 12 12 11 28 1 0 1 1 1
## 829 1076 38 106 42 12 19 20 36 1 0 1 1 1
## 830 1127 40 98 45 12 17 12 36 1 0 1 1 1
## 831 750 50 103 36 15 1 1 37 1 0 1 0 1
## 832 855 40 118 41 14 6 14 33 1 0 1 0 3
## 833 525 40 100 22 13 5 1 31 1 0 1 0 1
## 834 1104 54 96 39 12 11 4 29 1 0 1 0 1
## 835 553 40 67 22 12 11 10 30 1 1 1 0 7
## 836 800 43 96 27 12 10 1 29 1 0 1 0 1
## 837 1384 50 104 42 13 8 7 31 1 0 1 0 3
## 838 425 30 106 34 17 8 0 36 0 0 1 0 0
## 839 510 54 62 34 11 13 4 33 0 1 1 1 7
## 840 370 32 73 31 12 13 2 31 1 1 1 0 9
## 841 596 40 62 26 12 16 14 33 1 1 1 0 9
## 842 402 40 76 28 12 9 4 28 1 1 0 1 4
## 843 418 40 76 26 12 12 2 31 1 1 1 0 0
## 844 1133 40 106 44 16 13 10 36 1 0 1 0 1
## 845 681 40 94 24 12 18 15 35 0 0 1 1 4
## 846 950 40 81 29 11 16 5 35 1 0 1 0 3
## 847 600 40 87 15 10 20 7 36 1 0 1 0 0
## 848 661 40 96 25 13 8 6 29 0 0 1 0 3
## 849 925 40 75 27 12 12 9 30 1 0 1 0 2
## 850 550 40 95 34 12 14 13 31 1 0 1 0 0
## 851 606 40 86 19 11 13 11 30 1 0 1 0 4
## 852 425 40 86 17 10 7 1 30 1 0 1 0 4
## 853 340 50 104 41 14 4 1 31 1 0 1 1 5
## 854 692 50 95 21 12 16 9 34 1 0 1 1 2
## 855 575 40 116 37 12 11 9 29 1 0 1 0 1
## 856 571 40 66 20 9 15 10 33 1 0 1 0 5
## 857 817 40 101 38 16 11 9 32 1 0 1 1 1
## 858 987 40 96 23 12 11 5 29 1 0 1 0 1
## 859 616 55 104 41 12 16 18 35 1 0 1 1 4
## 860 1026 60 105 34 16 12 1 35 1 0 0 1 3
## 861 808 40 106 34 12 4 3 29 1 0 0 1 1
## 862 808 50 101 34 17 8 0 30 1 0 1 1 1
## 863 788 40 96 42 12 13 5 36 1 0 1 1 4
## 864 850 40 105 34 12 6 2 33 1 0 0 1 1
## 865 900 38 106 40 12 10 19 38 1 0 1 1 7
## 866 1418 45 102 44 12 19 20 36 1 0 1 1 2
## 867 260 40 75 35 12 21 0 37 1 1 1 0 3
## 868 662 45 99 27 14 7 2 28 1 1 1 0 6
## 869 562 55 90 46 13 4 1 38 1 0 1 0 1
## 870 562 80 104 30 12 11 5 28 1 0 1 0 1
## 871 357 70 115 37 13 5 2 30 1 0 1 1 6
## 872 1009 40 118 37 16 11 12 32 1 0 1 0 0
## 873 1442 40 108 40 12 17 17 36 1 0 1 1 1
## 874 651 40 76 30 11 11 2 29 1 1 0 1 7
## 875 750 40 50 28 12 14 5 32 1 1 1 0 10
## 876 754 40 55 23 12 13 14 33 1 1 1 0 2
## 877 700 40 73 23 12 17 9 38 1 1 1 0 8
## 878 503 40 84 14 11 11 2 30 0 1 0 1 3
## 879 937 40 104 37 12 14 15 32 1 0 1 0 1
## 880 624 40 92 40 10 18 10 36 1 0 1 0 2
## 881 750 40 83 27 12 4 10 32 1 1 1 0 7
## 882 900 40 98 36 14 1 8 30 1 1 1 0 7
## 883 540 40 70 25 10 12 10 29 1 1 1 0 9
## 884 642 35 87 26 13 9 3 30 1 0 1 0 10
## 885 400 50 96 38 15 6 10 28 0 0 1 0 5
## 886 900 40 80 34 10 15 14 38 1 0 1 0 3
## 887 513 40 104 40 16 8 10 33 1 0 1 0 5
## 888 894 40 104 35 18 7 10 35 1 0 1 0 7
## 889 1282 60 96 24 18 7 5 32 1 0 1 1 4
## 890 485 40 89 24 12 10 9 30 0 0 1 0 4
## 891 325 55 113 39 12 11 5 29 1 0 1 0 1
## 892 769 45 105 29 12 16 5 33 1 0 1 0 4
## 893 618 40 84 39 14 6 8 31 0 0 1 1 7
## 894 1040 48 108 36 12 16 17 35 1 0 1 1 6
## 895 751 40 104 32 12 15 4 34 1 0 1 1 4
## 896 380 50 106 28 12 15 11 30 1 0 1 0 2
## 897 300 24 83 45 12 16 3 37 1 1 1 1 4
## 898 753 46 70 34 10 21 7 38 1 0 1 1 4
## 899 1065 65 104 39 16 10 11 34 1 0 1 1 2
## 900 1070 40 91 42 12 13 1 30 1 0 0 1 1
## 901 1573 55 112 42 18 7 8 34 1 0 1 1 1
## 902 650 40 97 27 10 14 9 30 1 0 1 0 5
## 903 700 45 99 40 12 15 7 32 1 0 1 0 4
## 904 494 40 74 30 12 16 4 34 1 1 1 0 5
## 905 890 48 100 40 12 4 8 31 1 0 1 0 0
## 906 520 40 86 28 10 15 12 31 1 0 1 0 0
## 907 891 40 90 36 12 16 16 32 1 0 1 0 5
## 908 570 50 101 43 12 11 12 30 1 0 0 1 2
## 909 1444 40 109 33 15 11 1 29 1 0 1 1 2
## 910 481 48 98 26 12 14 2 31 0 1 0 1 4
## 911 500 44 107 40 12 21 12 38 1 0 1 0 2
## 912 1473 40 110 48 16 15 15 36 1 0 1 0 1
## 913 803 40 120 35 13 4 1 28 1 0 1 1 3
## 914 962 50 97 34 16 7 2 30 1 0 1 1 0
## 915 1000 44 103 37 12 9 5 29 1 0 1 1 0
## 916 600 40 114 36 16 5 4 30 1 0 1 1 2
## 917 450 40 95 31 11 12 2 30 1 0 1 0 2
## 918 629 60 93 32 12 6 1 30 1 1 1 0 8
## 919 492 60 67 38 12 15 2 34 1 1 1 0 3
## 920 1562 40 97 28 17 7 2 32 1 0 1 1 5
## 921 357 70 97 34 14 6 3 28 1 0 1 0 1
## 922 960 40 83 25 13 14 13 32 1 0 1 1 4
## 923 566 45 104 46 16 5 2 32 1 0 1 0 1
## 924 481 40 82 27 12 9 2 32 1 0 1 0 2
## 925 1442 40 113 45 16 8 10 35 1 0 1 1 2
## 926 645 45 93 39 12 11 3 35 1 0 1 0 7
## 927 788 40 100 23 11 15 6 32 1 1 1 0 5
## 928 644 42 101 38 12 11 5 33 1 0 1 0 4
## 929 477 45 100 33 12 9 3 31 1 0 1 0 3
## 930 664 60 82 30 16 10 9 34 1 1 1 1 3
## 931 520 40 79 28 16 6 1 30 1 1 1 0 0
## 932 1202 40 102 32 13 10 3 31 1 0 1 1 7
## 933 538 45 77 22 12 12 10 28 1 1 1 0 9
## 934 873 44 109 25 12 12 12 28 1 0 1 0 1
## 935 1000 40 107 32 12 17 18 35 1 0 1 0 5
## brthord meduc feduc lwage
## 1 2 8 8 6.645091
## 2 NA 14 14 6.694562
## 3 2 14 14 6.715384
## 4 3 12 12 6.476973
## 5 6 6 11 6.331502
## 6 2 8 NA 7.244227
## 7 2 8 8 6.396930
## 8 3 8 NA 6.985642
## 9 3 14 5 7.050990
## 10 1 12 11 6.907755
## 11 1 13 14 6.835185
## 12 2 16 NA 6.825460
## 13 NA 12 12 6.802395
## 14 1 10 10 7.183871
## 15 1 12 12 7.491087
## 16 2 6 8 6.864848
## 17 3 12 10 7.215240
## 18 3 10 8 6.745236
## 19 1 12 NA 6.721426
## 20 2 8 NA 6.154858
## 21 1 12 NA 7.150702
## 22 1 12 12 7.387090
## 23 1 10 10 6.771935
## 24 1 12 12 7.667158
## 25 1 11 11 6.959399
## 26 1 16 16 7.379008
## 27 1 12 8 7.080027
## 28 1 8 8 6.684612
## 29 1 13 12 7.256297
## 30 1 16 16 6.453625
## 31 1 8 NA 6.907755
## 32 1 12 12 7.261225
## 33 2 12 12 7.889084
## 34 1 18 18 6.501290
## 35 1 17 14 7.483807
## 36 3 8 NA 6.661855
## 37 NA 12 8 7.360104
## 38 1 15 12 7.149917
## 39 2 13 12 6.570883
## 40 1 12 12 6.985642
## 41 1 8 7 6.539586
## 42 NA 12 8 7.183871
## 43 3 12 NA 7.122060
## 44 3 10 9 6.934397
## 45 2 14 15 7.466228
## 46 2 12 NA 6.888573
## 47 1 12 12 6.646390
## 48 NA 12 12 7.050990
## 49 2 12 NA 7.051856
## 50 2 12 10 6.694562
## 51 1 12 12 7.003066
## 52 1 12 12 7.050990
## 53 1 12 9 7.466799
## 54 1 12 11 6.907755
## 55 3 12 NA 6.135565
## 56 1 11 8 6.645091
## 57 2 17 16 6.774224
## 58 2 12 10 7.226209
## 59 1 12 14 7.280697
## 60 2 6 8 6.684612
## 61 1 12 12 7.466228
## 62 4 12 8 7.048387
## 63 1 12 8 6.733402
## 64 1 12 NA 6.885509
## 65 NA NA 7 6.870053
## 66 NA 9 11 6.428105
## 67 3 12 9 6.091310
## 68 4 12 NA 6.396930
## 69 2 12 NA 7.219642
## 70 2 12 18 7.404279
## 71 2 8 8 7.282761
## 72 NA 12 16 7.745003
## 73 1 12 16 7.427739
## 74 1 11 11 7.118826
## 75 1 12 9 6.751101
## 76 2 12 6 6.977282
## 77 4 NA 11 6.946976
## 78 2 12 12 6.907755
## 79 NA 14 12 6.514713
## 80 2 7 7 7.003066
## 81 1 12 10 6.903747
## 82 6 NA NA 6.595780
## 83 3 8 8 7.090077
## 84 1 12 16 7.434848
## 85 5 14 10 6.530878
## 86 2 8 NA 6.625392
## 87 1 NA 12 6.753438
## 88 2 12 8 6.723833
## 89 1 16 16 6.361302
## 90 NA 12 13 6.510258
## 91 1 16 16 7.824046
## 92 1 16 17 6.981006
## 93 3 8 8 6.620073
## 94 1 12 14 7.078341
## 95 4 12 14 6.725034
## 96 4 10 9 6.476973
## 97 1 NA 12 7.130899
## 98 1 9 12 7.022868
## 99 1 9 12 6.762730
## 100 3 9 12 6.694562
## 101 2 8 8 7.169350
## 102 4 9 10 6.805723
## 103 3 8 10 6.802395
## 104 1 9 8 6.437752
## 105 4 12 NA 7.368970
## 106 2 9 12 6.869014
## 107 1 8 8 7.338888
## 108 2 12 12 7.012115
## 109 2 12 12 7.156177
## 110 2 10 8 6.646390
## 111 3 10 12 6.907755
## 112 NA NA 12 6.796824
## 113 5 8 NA 7.094235
## 114 NA 12 12 6.620073
## 115 3 12 9 6.483108
## 116 1 12 12 6.398595
## 117 NA 8 7 6.396930
## 118 1 12 11 6.070738
## 119 1 12 10 7.080027
## 120 2 10 NA 6.453625
## 121 1 12 9 7.110696
## 122 1 12 8 7.048387
## 123 1 9 8 6.762730
## 124 2 12 12 6.938284
## 125 2 12 10 6.955593
## 126 3 12 10 6.907755
## 127 1 16 15 7.007601
## 128 1 16 18 7.562161
## 129 1 12 12 7.204893
## 130 1 12 12 6.695799
## 131 1 9 8 7.309882
## 132 1 10 9 7.204893
## 133 1 12 12 7.090077
## 134 4 12 12 6.214608
## 135 2 12 8 7.189168
## 136 1 7 6 6.802395
## 137 4 7 NA 6.684612
## 138 2 2 5 6.684612
## 139 10 14 11 6.941190
## 140 NA 6 9 6.887553
## 141 1 7 10 6.784457
## 142 1 8 6 6.173786
## 143 1 12 12 6.827629
## 144 1 12 8 6.240276
## 145 2 8 8 7.007601
## 146 1 12 NA 7.084227
## 147 3 16 16 7.926963
## 148 1 8 12 6.658011
## 149 1 12 12 6.856462
## 150 1 13 12 7.239933
## 151 3 12 8 7.309882
## 152 2 9 11 6.476973
## 153 NA 12 12 6.507277
## 154 1 12 10 7.026427
## 155 1 11 4 6.109248
## 156 4 12 NA 6.935370
## 157 1 12 12 7.784889
## 158 1 10 NA 7.549083
## 159 1 12 12 6.629363
## 160 2 12 12 7.130899
## 161 2 12 NA 7.057898
## 162 1 14 12 6.932448
## 163 1 12 10 7.003066
## 164 1 10 10 6.570883
## 165 1 8 12 7.183871
## 166 2 12 16 7.252054
## 167 1 12 12 7.678789
## 168 1 12 NA 7.149132
## 169 2 11 6 7.038784
## 170 NA 12 11 6.359574
## 171 5 NA NA 6.848005
## 172 1 12 NA 6.964136
## 173 2 11 10 6.620073
## 174 1 10 10 6.907755
## 175 5 12 9 6.857514
## 176 2 7 7 6.453625
## 177 1 11 5 7.130899
## 178 1 7 NA 6.514713
## 179 NA 7 12 5.991465
## 180 NA 12 8 6.357842
## 181 2 12 12 6.380123
## 182 2 8 8 6.827629
## 183 2 11 8 7.130899
## 184 3 8 10 7.003066
## 185 2 10 10 7.029973
## 186 2 9 9 6.480044
## 187 2 8 12 6.426488
## 188 2 9 11 6.869014
## 189 1 12 8 6.270988
## 190 1 12 12 6.705639
## 191 1 18 NA 6.869014
## 192 1 12 8 6.733402
## 193 NA 12 12 6.763885
## 194 5 8 10 7.784889
## 195 1 9 12 7.026427
## 196 1 12 11 7.056175
## 197 1 9 NA 6.583409
## 198 1 11 12 7.483244
## 199 1 11 11 7.551187
## 200 5 14 NA 6.917706
## 201 2 16 8 6.878326
## 202 1 10 8 6.263398
## 203 1 10 12 6.263398
## 204 2 12 NA 6.507277
## 205 1 12 6 6.214608
## 206 3 NA NA 6.964136
## 207 1 12 11 6.309918
## 208 2 12 11 6.214608
## 209 NA 12 12 6.588926
## 210 3 8 8 6.762730
## 211 4 12 10 6.985642
## 212 1 13 12 7.173192
## 213 2 13 12 6.354370
## 214 1 12 12 6.434546
## 215 2 12 12 6.244167
## 216 1 8 12 7.149132
## 217 1 16 16 6.897705
## 218 6 8 4 6.396930
## 219 2 16 12 7.056175
## 220 5 10 12 6.214608
## 221 2 10 12 6.678342
## 222 1 NA NA 6.214608
## 223 1 NA 9 6.606650
## 224 1 12 14 7.130899
## 225 2 12 14 6.921658
## 226 3 9 NA 7.130899
## 227 4 9 NA 6.816736
## 228 NA 11 12 7.204893
## 229 5 NA NA 6.098074
## 230 2 NA NA 5.579730
## 231 2 12 12 7.130899
## 232 1 NA NA 7.382124
## 233 6 10 10 7.280697
## 234 2 11 9 7.237778
## 235 6 8 8 6.710523
## 236 2 11 9 6.677083
## 237 3 NA NA 6.214608
## 238 1 12 14 6.253829
## 239 2 12 8 7.455877
## 240 1 16 18 7.562161
## 241 3 14 18 7.051856
## 242 1 12 17 7.678789
## 243 2 8 NA 6.827629
## 244 1 8 NA 7.016610
## 245 NA NA NA 6.107023
## 246 3 12 7 7.313221
## 247 4 8 6 6.716595
## 248 2 12 6 6.842683
## 249 6 6 NA 6.885509
## 250 6 14 12 6.938284
## 251 3 12 12 7.148346
## 252 3 12 12 7.035269
## 253 8 NA NA 6.684612
## 254 1 12 11 7.199678
## 255 2 8 12 6.968851
## 256 2 8 7 6.840547
## 257 1 9 8 6.694562
## 258 2 8 5 5.926926
## 259 1 11 NA 6.285998
## 260 2 11 NA 6.986567
## 261 NA 8 NA 6.835185
## 262 3 12 8 7.051856
## 263 2 11 NA 6.306275
## 264 1 12 12 6.432940
## 265 1 12 12 6.734591
## 266 3 9 5 6.645091
## 267 3 12 NA 6.375025
## 268 1 12 12 7.562161
## 269 NA 8 6 6.964136
## 270 2 12 6 6.033086
## 271 3 16 16 7.091742
## 272 NA 10 14 7.050990
## 273 1 NA NA 6.975414
## 274 3 12 12 7.091742
## 275 NA 10 16 6.566672
## 276 1 11 9 7.091742
## 277 2 8 12 6.745236
## 278 2 10 12 6.907755
## 279 NA 12 9 6.194406
## 280 1 12 10 6.907755
## 281 5 8 5 6.762730
## 282 1 11 8 7.226209
## 283 4 16 16 7.368970
## 284 1 8 NA 7.379008
## 285 2 12 NA 8.032035
## 286 4 16 14 6.800170
## 287 1 12 12 6.809039
## 288 1 8 10 6.858565
## 289 5 8 9 6.347389
## 290 2 5 11 6.098074
## 291 3 5 11 5.666427
## 292 2 17 13 7.275172
## 293 1 8 8 6.869014
## 294 3 11 11 6.980076
## 295 3 NA NA 6.812345
## 296 1 11 13 7.130899
## 297 5 NA NA 6.429719
## 298 9 11 NA 6.923629
## 299 1 11 8 6.684612
## 300 2 12 13 6.956545
## 301 5 8 NA 6.983790
## 302 2 11 12 6.483108
## 303 2 12 8 6.660575
## 304 1 12 15 6.945051
## 305 1 16 18 7.562161
## 306 2 12 12 7.091742
## 307 1 NA NA 6.501290
## 308 4 8 8 6.807935
## 309 1 12 12 6.791222
## 310 2 16 16 6.705639
## 311 2 12 12 6.699501
## 312 3 14 12 6.357842
## 313 2 12 12 6.628041
## 314 1 NA NA 6.918695
## 315 1 12 12 7.051856
## 316 4 12 10 6.932448
## 317 3 NA NA 7.207860
## 318 1 8 10 6.908755
## 319 1 11 NA 6.679599
## 320 2 10 11 7.114769
## 321 NA NA NA 6.625392
## 322 3 12 12 6.570883
## 323 4 12 NA 6.907755
## 324 1 14 12 7.633853
## 325 2 14 12 6.815640
## 326 3 8 8 6.396930
## 327 4 9 NA 6.857514
## 328 2 13 12 6.566672
## 329 1 12 12 7.048387
## 330 3 13 12 6.907755
## 331 6 8 NA 6.734591
## 332 2 5 8 5.991465
## 333 1 16 4 7.069024
## 334 1 12 12 7.091742
## 335 3 12 10 7.273787
## 336 2 13 NA 6.287858
## 337 1 9 8 6.660575
## 338 2 11 9 6.620073
## 339 1 12 12 6.734591
## 340 2 11 14 6.551080
## 341 2 12 10 7.204893
## 342 4 10 8 6.684612
## 343 1 16 NA 7.130899
## 344 1 12 12 7.007601
## 345 1 8 10 6.163315
## 346 1 11 12 6.635947
## 347 NA 8 8 6.869014
## 348 3 8 8 6.580639
## 349 1 8 8 6.684612
## 350 1 13 16 6.489205
## 351 1 12 12 7.146772
## 352 NA 12 NA 7.180070
## 353 1 12 11 6.714170
## 354 1 16 12 7.273787
## 355 1 12 14 7.244227
## 356 3 12 8 6.945051
## 357 3 8 7 6.504288
## 358 3 8 8 7.003066
## 359 1 12 10 6.907755
## 360 1 14 NA 6.259582
## 361 3 14 12 7.013016
## 362 3 12 8 6.869014
## 363 3 8 6 6.591674
## 364 2 8 NA 6.536692
## 365 1 9 6 6.917706
## 366 3 8 8 6.396930
## 367 3 8 8 6.390241
## 368 2 NA NA 6.745236
## 369 3 10 8 6.507277
## 370 5 8 8 6.675823
## 371 3 12 6 7.273787
## 372 1 11 7 6.507277
## 373 1 12 12 6.775366
## 374 4 16 12 6.734591
## 375 1 12 12 6.882438
## 376 1 12 10 7.109062
## 377 3 12 14 6.813445
## 378 2 15 12 6.278522
## 379 1 12 12 6.620073
## 380 1 12 12 7.095064
## 381 3 13 8 6.613384
## 382 3 8 6 6.802395
## 383 4 8 12 7.064759
## 384 4 6 12 6.291569
## 385 1 NA NA 6.309918
## 386 3 12 12 6.421622
## 387 1 12 12 6.812345
## 388 2 8 8 6.645091
## 389 1 15 8 6.891626
## 390 2 12 NA 6.725034
## 391 2 12 16 6.778785
## 392 3 8 5 6.934397
## 393 1 NA NA 6.907755
## 394 3 11 11 6.142037
## 395 6 12 NA 7.003066
## 396 1 12 11 6.463029
## 397 2 11 8 6.942157
## 398 7 8 9 7.100027
## 399 4 12 12 6.856462
## 400 1 8 NA 6.843750
## 401 3 2 8 7.130899
## 402 1 12 11 6.373320
## 403 2 12 12 6.541030
## 404 1 12 12 6.331502
## 405 1 12 8 5.926926
## 406 1 6 NA 6.511745
## 407 1 12 10 6.483108
## 408 4 8 NA 6.539586
## 409 1 12 15 7.013016
## 410 2 16 16 7.221105
## 411 2 12 12 7.156177
## 412 2 NA NA 7.130899
## 413 1 12 10 7.204893
## 414 3 NA NA 7.261225
## 415 3 12 16 6.749931
## 416 2 12 10 6.788972
## 417 6 10 NA 7.057037
## 418 2 12 9 6.368187
## 419 1 12 13 7.138867
## 420 2 9 12 6.853299
## 421 NA 10 10 7.522941
## 422 3 10 10 7.362010
## 423 2 12 12 6.630683
## 424 2 10 8 7.273787
## 425 2 NA NA 6.192362
## 426 5 9 10 7.026427
## 427 NA 8 8 6.907755
## 428 1 6 6 6.214608
## 429 2 6 6 7.090077
## 430 4 NA NA 6.336826
## 431 1 12 8 7.560081
## 432 1 12 12 6.527958
## 433 1 12 7 6.651572
## 434 NA 12 8 5.451038
## 435 3 12 13 6.882438
## 436 3 12 12 7.219642
## 437 3 12 12 7.667158
## 438 1 12 12 6.551080
## 439 2 8 NA 7.090077
## 440 1 12 8 7.057037
## 441 1 12 6 6.591674
## 442 2 10 5 6.620073
## 443 2 NA NA 6.933423
## 444 1 11 10 7.013016
## 445 3 12 NA 6.437752
## 446 1 10 11 7.090077
## 447 3 12 11 7.340187
## 448 1 13 16 7.050990
## 449 1 14 8 5.736572
## 450 2 7 6 6.413459
## 451 2 12 8 7.466799
## 452 2 12 7 6.907755
## 453 1 9 7 5.857933
## 454 6 4 6 6.639876
## 455 5 6 5 6.672033
## 456 1 8 4 6.706862
## 457 2 11 5 6.167517
## 458 1 12 11 6.843750
## 459 1 12 12 7.649216
## 460 2 10 13 5.857933
## 461 2 12 8 6.845880
## 462 2 10 NA 7.091742
## 463 1 12 NA 6.109248
## 464 4 12 4 6.964136
## 465 5 8 9 6.907755
## 466 NA 7 5 5.762052
## 467 NA 8 8 6.320768
## 468 1 12 11 6.864848
## 469 3 7 4 6.902743
## 470 NA 9 10 7.377759
## 471 NA 12 12 6.406880
## 472 2 11 12 6.236370
## 473 1 12 9 7.252054
## 474 1 8 14 7.204893
## 475 2 12 10 7.327781
## 476 1 12 10 6.980076
## 477 4 10 8 7.090077
## 478 2 11 10 7.227663
## 479 1 13 16 6.773080
## 480 NA 12 16 6.437752
## 481 1 14 10 7.130899
## 482 2 8 11 6.986567
## 483 2 8 8 6.541030
## 484 1 12 11 6.588926
## 485 3 12 14 6.421622
## 486 3 12 NA 6.816736
## 487 1 12 18 6.784457
## 488 3 8 8 6.548219
## 489 3 8 12 6.684612
## 490 1 12 12 6.699501
## 491 NA 12 8 6.907755
## 492 2 8 8 6.308098
## 493 2 11 NA 7.170120
## 494 4 9 8 6.827629
## 495 1 NA 10 7.338888
## 496 2 12 10 6.580639
## 497 1 12 10 6.703188
## 498 10 8 NA 6.396930
## 499 3 11 13 7.003066
## 500 1 9 12 6.964136
## 501 2 9 12 6.869014
## 502 2 8 7 6.070738
## 503 3 NA NA 6.845880
## 504 1 12 12 7.256297
## 505 1 12 8 6.907755
## 506 4 12 8 6.214608
## 507 4 12 10 6.684612
## 508 3 NA 6 6.641182
## 509 1 11 12 6.620073
## 510 3 8 8 6.309918
## 511 1 NA NA 6.678342
## 512 6 12 6 6.583409
## 513 2 16 14 6.946014
## 514 2 12 5 5.298317
## 515 3 8 NA 5.991465
## 516 1 12 7 6.354370
## 517 1 12 6 6.745236
## 518 1 10 NA 6.230482
## 519 3 15 NA 7.057898
## 520 1 8 NA 7.089243
## 521 4 16 17 7.146772
## 522 2 11 12 5.857933
## 523 1 7 NA 6.870053
## 524 4 12 12 7.288244
## 525 6 9 12 6.687109
## 526 2 6 6 6.464588
## 527 2 12 10 6.621406
## 528 NA 12 16 6.190315
## 529 1 6 2 7.244227
## 530 2 8 12 6.845880
## 531 1 12 NA 6.763885
## 532 2 12 6 6.514713
## 533 1 13 NA 5.926926
## 534 NA 16 NA 5.783825
## 535 NA 12 5 5.846439
## 536 1 8 12 7.273787
## 537 1 8 2 6.327937
## 538 2 12 12 6.309918
## 539 2 10 NA 6.856462
## 540 1 12 14 6.527958
## 541 1 18 NA 7.186901
## 542 3 NA 3 7.398786
## 543 4 8 7 6.033086
## 544 6 6 6 6.156979
## 545 1 9 NA 6.501290
## 546 2 12 16 7.425954
## 547 5 8 8 6.946014
## 548 6 7 NA 7.130899
## 549 1 12 7 6.633318
## 550 2 12 7 7.050990
## 551 1 14 12 7.379008
## 552 2 7 9 7.273787
## 553 2 8 12 6.762730
## 554 2 NA NA 6.558198
## 555 1 12 NA 6.907755
## 556 7 9 NA 6.747587
## 557 2 12 12 6.646390
## 558 4 12 12 6.907755
## 559 1 12 12 7.192182
## 560 2 12 17 7.427739
## 561 2 8 8 6.357842
## 562 6 8 3 6.529419
## 563 1 18 18 6.357842
## 564 1 11 12 6.946976
## 565 1 12 10 7.130899
## 566 5 5 NA 6.396930
## 567 5 11 10 6.173786
## 568 3 12 12 6.907755
## 569 2 8 8 6.895683
## 570 1 9 9 6.169611
## 571 3 9 4 6.086775
## 572 6 NA NA 6.184149
## 573 1 NA NA 6.558198
## 574 4 9 10 7.346010
## 575 2 6 9 6.866933
## 576 3 12 12 6.907755
## 577 1 15 15 6.437752
## 578 1 12 16 7.204893
## 579 5 NA 8 6.867974
## 580 4 NA NA 6.171700
## 581 5 11 2 7.090910
## 582 3 NA NA 7.204893
## 583 3 12 7 7.022868
## 584 2 6 NA 6.297109
## 585 2 7 NA 6.109248
## 586 2 13 16 6.228511
## 587 5 NA NA 6.304449
## 588 2 NA 6 6.373320
## 589 NA 8 3 6.135565
## 590 NA NA NA 6.558198
## 591 2 11 NA 7.356280
## 592 2 8 8 7.398786
## 593 3 16 16 7.156177
## 594 1 12 12 6.320768
## 595 1 11 12 7.090077
## 596 3 3 3 6.751101
## 597 1 11 11 6.959399
## 598 1 12 7 6.907755
## 599 2 8 NA 6.802395
## 600 NA 16 12 7.379008
## 601 1 16 13 6.230482
## 602 NA 12 10 7.313221
## 603 1 12 12 7.427739
## 604 NA 12 16 6.620073
## 605 1 16 16 6.736967
## 606 1 NA NA 6.013715
## 607 1 12 NA 6.911747
## 608 2 12 10 6.476973
## 609 1 NA NA 6.694562
## 610 1 12 12 7.667158
## 611 1 12 5 6.634634
## 612 1 11 8 6.645091
## 613 2 NA NA 5.843544
## 614 1 NA 7 6.204558
## 615 4 4 NA 6.894670
## 616 3 8 5 7.824046
## 617 2 12 NA 7.001245
## 618 1 12 8 7.100027
## 619 2 10 7 6.357842
## 620 3 7 6 5.966147
## 621 1 12 14 7.313221
## 622 2 12 12 6.368187
## 623 6 NA NA 6.131227
## 624 2 8 NA 6.851185
## 625 2 12 10 7.273787
## 626 2 12 4 7.195187
## 627 1 12 18 7.313221
## 628 1 NA NA 7.195187
## 629 NA 9 NA 6.551080
## 630 1 6 9 6.880384
## 631 1 10 10 7.678789
## 632 2 7 8 6.680855
## 633 7 7 6 5.991465
## 634 2 9 5 6.922644
## 635 1 12 16 7.463937
## 636 1 11 5 6.445720
## 637 1 6 8 6.098074
## 638 1 12 12 6.492240
## 639 4 12 NA 6.658011
## 640 1 12 12 5.932245
## 641 1 8 NA 6.327937
## 642 2 12 11 7.022868
## 643 4 7 7 6.115892
## 644 2 12 8 7.234177
## 645 1 12 16 7.338888
## 646 5 17 18 7.050990
## 647 4 8 4 6.869014
## 648 2 8 NA 6.582025
## 649 3 10 11 6.173786
## 650 2 17 12 6.694562
## 651 1 12 12 7.273787
## 652 1 12 NA 6.994850
## 653 1 12 NA 5.857933
## 654 1 7 NA 6.214608
## 655 2 16 14 6.933423
## 656 2 13 16 6.357842
## 657 2 12 12 7.195187
## 658 NA 10 NA 6.818924
## 659 1 11 10 7.007601
## 660 NA 9 3 6.813445
## 661 7 1 4 6.907755
## 662 6 3 4 7.056175
## 663 8 3 4 6.908755
## 664 4 NA NA 6.569481
## 665 1 12 12 6.834109
## 666 1 6 2 5.991465
## 667 3 12 12 7.123673
## 668 1 12 NA 6.970730
## 669 NA 12 12 5.998937
## 670 2 NA NA 6.845880
## 671 2 8 3 6.699501
## 672 NA 6 10 6.551080
## 673 NA NA NA 6.354370
## 674 6 12 12 6.109248
## 675 3 8 6 6.431331
## 676 4 8 6 6.089045
## 677 1 NA NA 6.437752
## 678 2 6 NA 6.587550
## 679 6 6 NA 6.214608
## 680 1 17 18 6.907755
## 681 1 8 7 5.973810
## 682 2 9 12 6.396930
## 683 1 6 NA 6.869014
## 684 1 10 8 6.869014
## 685 4 0 10 6.762730
## 686 1 16 14 7.050990
## 687 1 4 14 7.234177
## 688 2 NA NA 6.595780
## 689 3 8 8 6.762730
## 690 6 8 4 6.551080
## 691 NA 5 4 6.882438
## 692 3 12 12 7.170120
## 693 1 12 12 6.802395
## 694 5 8 8 6.720220
## 695 NA 12 NA 6.907755
## 696 1 16 12 6.717805
## 697 NA 12 NA 6.214608
## 698 2 12 12 7.051856
## 699 NA 12 12 6.856462
## 700 5 8 NA 6.551080
## 701 1 12 NA 7.444249
## 702 1 11 12 6.278522
## 703 1 12 12 7.602901
## 704 2 7 7 6.791222
## 705 2 12 12 8.032035
## 706 2 12 16 7.338888
## 707 NA NA NA 6.230482
## 708 1 16 16 7.210818
## 709 1 12 12 7.041412
## 710 1 10 10 6.869014
## 711 1 12 12 7.130899
## 712 1 8 8 6.897705
## 713 5 12 12 6.807935
## 714 5 0 2 6.830874
## 715 4 8 8 7.351800
## 716 1 12 8 7.179308
## 717 1 7 NA 6.827629
## 718 2 13 13 6.778785
## 719 1 12 10 6.684612
## 720 3 12 10 6.955593
## 721 4 12 10 6.309918
## 722 1 12 14 7.081708
## 723 1 12 12 6.368187
## 724 1 6 7 7.090077
## 725 2 14 17 6.680855
## 726 2 16 12 7.223296
## 727 NA 12 8 5.886104
## 728 2 12 12 7.146772
## 729 2 8 12 7.513164
## 730 3 12 7 6.812345
## 731 3 12 12 7.465083
## 732 5 12 12 6.253829
## 733 6 12 12 6.694562
## 734 3 12 NA 7.667158
## 735 1 8 8 6.539586
## 736 2 12 12 6.836259
## 737 2 12 8 6.699501
## 738 1 12 12 6.763885
## 739 5 12 12 7.273787
## 740 2 11 6 6.214608
## 741 1 12 13 7.232733
## 742 5 12 12 6.269096
## 743 3 12 NA 6.781058
## 744 1 14 17 6.933423
## 745 NA 12 10 7.100027
## 746 2 10 NA 7.390182
## 747 2 12 NA 7.519150
## 748 2 12 12 7.379008
## 749 2 8 14 6.907755
## 750 4 10 NA 6.602588
## 751 3 12 12 7.437795
## 752 2 12 8 7.437795
## 753 3 NA 12 6.932448
## 754 3 11 12 7.009409
## 755 4 12 12 6.437752
## 756 2 11 11 6.579251
## 757 2 12 12 6.751101
## 758 2 12 12 7.130899
## 759 2 18 15 7.029973
## 760 NA 13 13 6.802395
## 761 1 4 NA 7.562161
## 762 1 12 16 6.869014
## 763 NA NA NA 7.535830
## 764 3 11 8 7.360740
## 765 2 12 10 6.845880
## 766 2 12 12 6.802395
## 767 3 8 10 6.782192
## 768 1 12 12 7.444249
## 769 2 9 8 7.138867
## 770 1 10 8 6.621406
## 771 1 12 11 7.000334
## 772 6 12 NA 6.908755
## 773 1 12 9 7.050990
## 774 4 12 8 6.907755
## 775 NA 6 2 7.130899
## 776 1 8 8 6.753438
## 777 2 16 12 7.099202
## 778 NA 16 12 6.842683
## 779 NA 12 NA 6.806829
## 780 1 12 18 6.770790
## 781 3 NA 8 7.090077
## 782 1 6 8 7.139660
## 783 1 8 2 6.856462
## 784 6 10 11 4.744932
## 785 5 16 12 6.511745
## 786 2 16 16 6.988413
## 787 1 15 9 6.964136
## 788 6 7 8 6.684612
## 789 4 NA NA 5.910797
## 790 1 12 NA 7.562161
## 791 1 7 6 6.751101
## 792 1 12 12 6.761573
## 793 4 13 13 6.995766
## 794 NA 10 12 6.932448
## 795 2 17 NA 6.745236
## 796 2 12 12 6.511745
## 797 2 10 12 6.684612
## 798 3 10 12 6.955593
## 799 2 14 9 6.784457
## 800 3 12 8 6.684612
## 801 1 8 8 7.090077
## 802 6 12 12 6.498282
## 803 3 NA NA 7.013016
## 804 2 NA NA 6.745236
## 805 2 8 12 6.907755
## 806 NA 14 14 6.774224
## 807 2 12 12 7.091742
## 808 3 12 12 6.501290
## 809 1 12 7 6.827629
## 810 5 10 3 6.669498
## 811 9 NA 6 6.856462
## 812 4 NA NA 7.273787
## 813 5 6 0 6.763885
## 814 7 4 NA 6.437752
## 815 1 6 7 6.522093
## 816 2 12 8 6.541030
## 817 9 6 NA 6.774224
## 818 1 12 13 7.744137
## 819 3 10 6 7.086738
## 820 NA 2 8 6.551080
## 821 2 12 4 6.580639
## 822 3 12 8 7.313221
## 823 1 16 9 6.956545
## 824 1 NA NA 6.685861
## 825 NA NA NA 6.461468
## 826 2 12 12 7.088409
## 827 NA 16 13 5.966147
## 828 2 9 12 6.790097
## 829 1 12 9 6.981006
## 830 2 14 12 7.027315
## 831 1 12 9 6.620073
## 832 1 NA 12 6.751101
## 833 1 10 12 6.263398
## 834 2 10 12 7.006695
## 835 2 8 9 6.315358
## 836 1 10 10 6.684612
## 837 1 13 14 7.232733
## 838 1 14 12 6.052089
## 839 6 2 10 6.234411
## 840 2 3 4 5.913503
## 841 8 2 8 6.390241
## 842 2 NA 10 5.996452
## 843 1 9 10 6.035481
## 844 1 12 NA 7.032624
## 845 NA 9 10 6.523562
## 846 4 10 6 6.856462
## 847 1 5 6 6.396930
## 848 2 NA 5 6.493754
## 849 2 6 NA 6.829794
## 850 1 5 5 6.309918
## 851 4 3 7 6.406880
## 852 4 3 7 6.052089
## 853 3 8 18 5.828946
## 854 2 7 5 6.539586
## 855 2 8 12 6.354370
## 856 1 8 6 6.347389
## 857 2 0 5 6.705639
## 858 2 12 12 6.894670
## 859 5 9 NA 6.423247
## 860 1 14 10 6.933423
## 861 2 8 7 6.694562
## 862 2 15 15 6.694562
## 863 1 12 12 6.669498
## 864 1 12 9 6.745236
## 865 NA 3 2 6.802395
## 866 3 8 8 7.257003
## 867 3 NA NA 5.560682
## 868 1 5 5 6.495265
## 869 1 12 11 6.331502
## 870 NA 12 12 6.331502
## 871 7 NA NA 5.877736
## 872 1 12 10 6.916715
## 873 1 9 12 7.273787
## 874 7 10 11 6.478509
## 875 NA 3 NA 6.620073
## 876 1 10 NA 6.625392
## 877 3 NA NA 6.551080
## 878 NA 9 9 6.220590
## 879 2 12 9 6.842683
## 880 3 10 6 6.436151
## 881 1 10 6 6.620073
## 882 2 10 6 6.802395
## 883 NA 10 7 6.291569
## 884 10 4 10 6.464588
## 885 NA 12 NA 5.991465
## 886 3 12 10 6.802395
## 887 2 12 10 6.240276
## 888 8 9 8 6.795706
## 889 2 12 18 7.156177
## 890 3 12 18 6.184149
## 891 2 10 13 5.783825
## 892 1 7 7 6.645091
## 893 8 7 4 6.426488
## 894 7 7 3 6.946976
## 895 3 8 3 6.621406
## 896 1 7 7 5.940171
## 897 1 3 NA 5.703783
## 898 2 12 7 6.624065
## 899 3 11 12 6.970730
## 900 2 14 12 6.975414
## 901 1 14 18 7.360740
## 902 1 12 9 6.476973
## 903 2 10 10 6.551080
## 904 NA NA NA 6.202536
## 905 1 NA NA 6.791222
## 906 1 6 NA 6.253829
## 907 5 12 9 6.792345
## 908 3 12 NA 6.345636
## 909 1 11 9 7.275172
## 910 3 NA NA 6.175867
## 911 NA 12 7 6.214608
## 912 2 12 14 7.295056
## 913 4 10 12 6.688354
## 914 1 12 12 6.869014
## 915 1 11 NA 6.907755
## 916 1 12 12 6.396930
## 917 3 8 8 6.109248
## 918 3 10 6 6.444131
## 919 NA 8 NA 6.198479
## 920 1 12 13 7.353722
## 921 2 13 16 5.877736
## 922 NA 10 NA 6.866933
## 923 2 12 12 6.338594
## 924 2 12 8 6.175867
## 925 2 8 8 7.273787
## 926 7 7 8 6.469250
## 927 NA 9 NA 6.669498
## 928 3 12 NA 6.467699
## 929 3 7 7 6.167517
## 930 4 16 16 6.498282
## 931 1 11 NA 6.253829
## 932 7 8 6 7.091742
## 933 NA 7 NA 6.287858
## 934 1 NA 11 6.771935
## 935 1 NA NA 6.907755## (i) Estimate the model
# Fit the regression model
model <- lm(log(wage) ~ educ + exper + tenure + married + black + south + urban, data = wage2)
# Print the regression results
summary(model)##
## Call:
## lm(formula = log(wage) ~ educ + exper + tenure + married + black +
## south + urban, data = wage2)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1.98069 -0.21996 0.00707 0.24288 1.22822
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 5.395497 0.113225 47.653 < 2e-16 ***
## educ 0.065431 0.006250 10.468 < 2e-16 ***
## exper 0.014043 0.003185 4.409 1.16e-05 ***
## tenure 0.011747 0.002453 4.789 1.95e-06 ***
## married 0.199417 0.039050 5.107 3.98e-07 ***
## black -0.188350 0.037667 -5.000 6.84e-07 ***
## south -0.090904 0.026249 -3.463 0.000558 ***
## urban 0.183912 0.026958 6.822 1.62e-11 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.3655 on 927 degrees of freedom
## Multiple R-squared: 0.2526, Adjusted R-squared: 0.2469
## F-statistic: 44.75 on 7 and 927 DF, p-value: < 2.2e-16## (ii) Add the variables exper and tenure? to the equation and show that they are jointly insignificant at even the 20% level.
# Extend the model with exper and tenure
extended_model <- lm(log(wage) ~ educ + exper + tenure + married + black + south + urban + exper + tenure, data = wage2)
# Test joint insignificance of exper and tenure
anova(model, extended_model)## Analysis of Variance Table
##
## Model 1: log(wage) ~ educ + exper + tenure + married + black + south +
## urban
## Model 2: log(wage) ~ educ + exper + tenure + married + black + south +
## urban + exper + tenure
## Res.Df RSS Df Sum of Sq F Pr(>F)
## 1 927 123.82
## 2 927 123.82 0 0## (iii) Extend the original model to allow the return to education to depend on race and test whether the return to education does depend on race.
# Extend the original model to allow the return to education to depend on race
extended_model_race <- lm(log(wage) ~ educ * black + exper + tenure + married + south + urban, data = wage2)
# Test whether the return to education depends on race
summary(extended_model_race)##
## Call:
## lm(formula = log(wage) ~ educ * black + exper + tenure + married +
## south + urban, data = wage2)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1.97782 -0.21832 0.00475 0.24136 1.23226
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 5.374817 0.114703 46.859 < 2e-16 ***
## educ 0.067115 0.006428 10.442 < 2e-16 ***
## black 0.094809 0.255399 0.371 0.710561
## exper 0.013826 0.003191 4.333 1.63e-05 ***
## tenure 0.011787 0.002453 4.805 1.80e-06 ***
## married 0.198908 0.039047 5.094 4.25e-07 ***
## south -0.089450 0.026277 -3.404 0.000692 ***
## urban 0.183852 0.026955 6.821 1.63e-11 ***
## educ:black -0.022624 0.020183 -1.121 0.262603
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.3654 on 926 degrees of freedom
## Multiple R-squared: 0.2536, Adjusted R-squared: 0.2471
## F-statistic: 39.32 on 8 and 926 DF, p-value: < 2.2e-16# (iv) What is the estimated wage differential between married blacks and married nonblacks?
wage2$educ <- ifelse(is.na(wage2$educ), mean(wage2$educ, na.rm = TRUE), wage2$educ)
# Fit the original model after handling missing values
model_original <- lm(log(wage) ~ educ + exper + tenure + married + black + south + urban, data = wage2)
# Print the regression results
summary(model_original)##
## Call:
## lm(formula = log(wage) ~ educ + exper + tenure + married + black +
## south + urban, data = wage2)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1.98069 -0.21996 0.00707 0.24288 1.22822
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 5.395497 0.113225 47.653 < 2e-16 ***
## educ 0.065431 0.006250 10.468 < 2e-16 ***
## exper 0.014043 0.003185 4.409 1.16e-05 ***
## tenure 0.011747 0.002453 4.789 1.95e-06 ***
## married 0.199417 0.039050 5.107 3.98e-07 ***
## black -0.188350 0.037667 -5.000 6.84e-07 ***
## south -0.090904 0.026249 -3.463 0.000558 ***
## urban 0.183912 0.026958 6.822 1.62e-11 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.3655 on 927 degrees of freedom
## Multiple R-squared: 0.2526, Adjusted R-squared: 0.2469
## F-statistic: 44.75 on 7 and 927 DF, p-value: < 2.2e-16# Allow wages to differ across four groups
model_groups <- lm(log(wage) ~ educ + exper + tenure + married * black + south + urban, data = wage2)
# Extract estimated wage differential between married blacks and married nonblacks
married_black_diff <- coef(model_groups)["marriedTRUE:blackTRUE"]
# Print the result
married_black_diff## <NA>
## NA#Chapter 8
#1
#Which of the following are consequences of heteroskedasticity?
# (i) The OLS estimators, b^ j, are inconsistent.
# (ii) The usual F statistic no longer has an F distribution.
# (iii) The OLS estimators are no longer BLUE.
# All three statements are consequences of heteroskedasticity. It is important to detect and address heteroskedasticity to obtain valid and efficient inference in regression analysis. Common remedies include using heteroskedasticity-robust standard errors or transforming the data to stabilize the variance.
#5
# (i) Comparison of usual and robust standard errors
# Assuming the provided standard errors are listed in parentheses (usual) and brackets (robust)
# Check the differences in standard errors using the model output
# (ii) Impact of education on estimated probability of smoking
# Calculate the change in estimated probability when education increases by four years
change_education <- -0.029 * 4 # Assuming 'educ' coefficient as -0.029
# (iii) Impact of age on probability of smoking
# Calculate the age at which another year decreases the probability of smoking
age_effect <- 0.020 / (2 * 0.00026) # Coefficient of 'age' / (2 * coefficient of 'age²')
# (iv) Interpretation of the 'restaurn' coefficient
# The coefficient on 'restaurn' represents the change in the probability of smoking for someone residing in a state with restaurant smoking restrictions compared to someone in a state without restrictions, holding other variables constant.
# (v) Predicted probability of smoking for person number 206
# Define the characteristics of person number 206
cigpric_206 <- 67.44
income_206 <- 6500
educ_206 <- 16
age_206 <- 77
restaurn_206 <- 0
white_206 <- 0
# Calculate the predicted probability of smoking for person number 206 using the provided model coefficients
predicted_smoking_206 <- 0.656 - 0.069 * log(cigpric_206) + 0.012 * log(income_206) - 0.029 * educ_206 + 0.020 * age_206 - 0.00026 * age_206^2 - 0.101 * restaurn_206 - 0.026 * white_206
# Display the results
cat("Change in estimated probability for a 4-year increase in education:", change_education, "\n")## Change in estimated probability for a 4-year increase in education: -0.116cat("Age at which another year reduces probability of smoking:", age_effect, "\n")## Age at which another year reduces probability of smoking: 38.46154cat("Predicted probability of smoking for person 206:", predicted_smoking_206, "\n")## Predicted probability of smoking for person 206: 0.005239246#C4
# Load necessary libraries
library(wooldridge)
library(lmtest)## Loading required package: zoo##
## Attaching package: 'zoo'## The following objects are masked from 'package:base':
##
## as.Date, as.Date.numericlibrary(sandwich)
# Load the dataset
data.frame("vote1")## X.vote1.
## 1 vote1# (i) Estimate a model and obtain OLS residuals
model_voteA <- lm(voteA ~ prtystrA + democA + log(expendA) + log(expendB), data = vote1)
residuals_voteA <- resid(model_voteA)
# Regress residuals on independent variables
residuals_model <- lm(residuals_voteA ~ prtystrA + democA + log(expendA) + log(expendB), data = vote1)
# Obtain summary to explain R-squared = 0
summary(residuals_model)##
## Call:
## lm(formula = residuals_voteA ~ prtystrA + democA + log(expendA) +
## log(expendB), data = vote1)
##
## Residuals:
## Min 1Q Median 3Q Max
## -18.576 -4.864 -1.146 4.903 24.566
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 6.029e-15 4.736e+00 0 1
## prtystrA 3.001e-17 7.129e-02 0 1
## democA -2.151e-15 1.407e+00 0 1
## log(expendA) 7.193e-17 3.918e-01 0 1
## log(expendB) -1.305e-15 3.975e-01 0 1
##
## Residual standard error: 7.573 on 168 degrees of freedom
## Multiple R-squared: 8.097e-32, Adjusted R-squared: -0.02381
## F-statistic: 3.401e-30 on 4 and 168 DF, p-value: 1# (ii) Compute Breusch-Pagan test for heteroskedasticity (F statistic version)
bptest_model <- lm(residuals_voteA^2 ~ prtystrA + democA + log(expendA) + log(expendB), data = vote1)
summary(bptest_model)##
## Call:
## lm(formula = residuals_voteA^2 ~ prtystrA + democA + log(expendA) +
## log(expendB), data = vote1)
##
## Residuals:
## Min 1Q Median 3Q Max
## -94.88 -46.16 -23.51 15.84 508.32
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 113.9635 50.8150 2.243 0.0262 *
## prtystrA -0.2993 0.7649 -0.391 0.6961
## democA 15.6192 15.0912 1.035 0.3022
## log(expendA) -10.3057 4.2040 -2.451 0.0153 *
## log(expendB) -0.0514 4.2645 -0.012 0.9904
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 81.25 on 168 degrees of freedom
## Multiple R-squared: 0.05256, Adjusted R-squared: 0.03
## F-statistic: 2.33 on 4 and 168 DF, p-value: 0.05806# (iii) Compute White test for heteroskedasticity (F statistic form)
bptest(model_voteA, studentize = FALSE)##
## Breusch-Pagan test
##
## data: model_voteA
## BP = 9.9195, df = 4, p-value = 0.04181#C13
library(sandwich)
library(lmtest)
# Assuming 'children', 'age', 'age_squared', 'educ', 'electric', 'urban' are columns in the dataset
model <- lm(children ~ age + I(age^2) + educ + electric + urban, data = fertil2)
# Calculate robust standard errors
robust_se <- sqrt(diag(vcovHC(model)))
# Combine non-robust and robust standard errors
summary_with_robust_se <- cbind(coef(model), "Robust SE" = robust_se)
summary(model)##
## Call:
## lm(formula = children ~ age + I(age^2) + educ + electric + urban,
## data = fertil2)
##
## Residuals:
## Min 1Q Median 3Q Max
## -5.9012 -0.7136 -0.0039 0.7119 7.4318
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -4.2225162 0.2401888 -17.580 < 2e-16 ***
## age 0.3409255 0.0165082 20.652 < 2e-16 ***
## I(age^2) -0.0027412 0.0002718 -10.086 < 2e-16 ***
## educ -0.0752323 0.0062966 -11.948 < 2e-16 ***
## electric -0.3100404 0.0690045 -4.493 7.20e-06 ***
## urban -0.2000339 0.0465062 -4.301 1.74e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 1.452 on 4352 degrees of freedom
## (3 observations deleted due to missingness)
## Multiple R-squared: 0.5734, Adjusted R-squared: 0.5729
## F-statistic: 1170 on 5 and 4352 DF, p-value: < 2.2e-16print(summary_with_robust_se)## Robust SE
## (Intercept) -4.222516228 0.2443961935
## age 0.340925520 0.0192199445
## I(age^2) -0.002741209 0.0003513959
## educ -0.075232323 0.0063159137
## electric -0.310040409 0.0640737262
## urban -0.200033857 0.0455162364# Assuming 'relig1', 'relig2', and 'relig3' are the religious dummy variables in the dataset
joint_test <- coeftest(model, vcov = vcovHC)
print(joint_test[, "Pr(>|t|)"])## (Intercept) age I(age^2) educ electric urban
## 9.635281e-65 5.015759e-68 7.640643e-15 3.247461e-32 1.351408e-06 1.135260e-05# Obtain fitted values and residuals
fitted_values <- fitted(model)
residuals <- resid(model)
# Regression of residuals on fitted values
hetero_test <- lm(residuals^2 ~ fitted_values)
summary(hetero_test)##
## Call:
## lm(formula = residuals^2 ~ fitted_values)
##
## Residuals:
## Min 1Q Median 3Q Max
## -6.336 -1.897 -0.321 0.682 49.275
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -0.54042 0.09451 -5.718 1.15e-08 ***
## fitted_values 1.16693 0.03347 34.863 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 3.717 on 4356 degrees of freedom
## Multiple R-squared: 0.2182, Adjusted R-squared: 0.218
## F-statistic: 1215 on 1 and 4356 DF, p-value: < 2.2e-16#Chapter 9
# 1.) Problem 11 in Chapter 4:
data.frame(ceosal2)## salary age college grad comten ceoten sales profits mktval lsalary
## 1 1161 49 1 1 9 2 6200 966 23200 7.057037
## 2 600 43 1 1 10 10 283 48 1100 6.396930
## 3 379 51 1 1 9 3 169 40 1100 5.937536
## 4 651 55 1 0 22 22 1100 -54 1000 6.478509
## 5 497 44 1 1 8 6 351 28 387 6.208590
## 6 1067 64 1 1 7 7 19000 614 3900 6.972606
## 7 945 59 1 0 35 10 536 24 623 6.851185
## 8 1261 63 1 1 32 8 4800 191 2100 7.139660
## 9 503 47 1 1 4 4 610 7 454 6.220590
## 10 1094 64 1 1 39 5 2900 230 3900 6.997596
## 11 601 54 1 1 26 7 1200 34 533 6.398595
## 12 355 66 1 0 39 8 560 8 477 5.872118
## 13 1200 72 1 0 37 37 796 35 678 7.090077
## 14 697 51 1 0 25 1 8200 234 5700 6.546785
## 15 1041 63 1 1 21 11 4300 91 1400 6.947937
## 16 245 44 1 1 7 7 135 24 558 5.501258
## 17 817 68 1 0 38 4 1300 55 847 6.705639
## 18 1675 71 0 0 31 12 674 115 1200 7.423568
## 19 971 72 1 1 33 24 1400 69 609 6.878326
## 20 609 58 1 0 36 1 1100 69 880 6.411819
## 21 470 60 1 1 20 6 2300 210 2200 6.152733
## 22 867 59 1 0 36 14 884 81 1500 6.765039
## 23 752 54 1 0 32 4 1600 193 3200 6.622736
## 24 246 51 1 0 8 8 78 13 458 5.505332
## 25 825 56 1 1 4 4 10700 295 5900 6.715384
## 26 358 50 1 1 23 4 99 25 2300 5.880533
## 27 1162 58 1 0 24 6 3800 226 1800 7.057898
## 28 270 43 1 0 15 2 150 28 713 5.598422
## 29 829 56 1 0 14 8 2200 184 1500 6.720220
## 30 300 77 0 0 45 26 6900 483 4700 5.703783
## 31 1627 62 1 1 13 4 8300 596 9100 7.394493
## 32 1237 63 1 1 37 9 4600 108 6200 7.120444
## 33 540 61 1 1 37 1 5200 549 5600 6.291569
## 34 1798 66 1 1 21 14 24300 338 12500 7.494430
## 35 474 40 1 0 18 1 2700 117 2000 6.161207
## 36 1336 60 1 1 21 13 4500 562 4300 7.197435
## 37 541 51 1 0 30 4 1400 82 1200 6.293419
## 38 129 66 1 1 4 4 59 28 412 4.859812
## 39 1700 54 1 1 21 5 6800 1200 20400 7.438384
## 40 1750 66 1 1 31 24 16200 1400 17900 7.467371
## 41 624 61 1 1 21 13 1100 109 934 6.436151
## 42 791 66 1 0 14 8 2300 -60 487 6.673298
## 43 1487 51 1 0 3 3 22200 182 2800 7.304516
## 44 2021 56 1 0 34 3 51300 2700 42900 7.611348
## 45 1550 47 1 1 19 3 1100 120 4900 7.346010
## 46 401 64 1 0 44 8 571 57 670 5.993961
## 47 1295 62 1 0 8 8 10700 1300 16400 7.166266
## 48 449 56 1 0 31 1 661 37 538 6.107023
## 49 456 56 1 1 9 3 381 34 6700 6.122493
## 50 1142 53 1 1 30 1 28000 1900 26300 7.040536
## 51 577 64 1 0 26 2 3000 287 5700 6.357842
## 52 600 56 1 1 18 7 11700 -40 4000 6.396930
## 53 649 44 1 1 4 4 336 17 475 6.475433
## 54 822 60 1 0 22 20 896 77 752 6.711740
## 55 1080 52 1 0 18 5 388 55 1600 6.984716
## 56 1738 54 0 0 34 12 10700 842 15400 7.460490
## 57 581 54 1 0 19 19 408 23 403 6.364751
## 58 912 54 1 0 9 9 2600 239 2400 6.815640
## 59 650 69 1 0 37 13 261 40 817 6.476973
## 60 2199 52 1 1 8 8 5600 475 6300 7.695758
## 61 609 53 1 1 15 15 567 34 498 6.411819
## 62 1946 73 1 0 25 21 7800 484 8000 7.573531
## 63 552 52 1 0 30 1 2800 308 3500 6.313548
## 64 481 59 1 1 26 4 611 90 667 6.175867
## 65 526 45 1 0 8 7 2400 106 2000 6.265301
## 66 471 60 1 0 3 2 160 7 425 6.154858
## 67 630 56 1 0 29 1 1700 -55 420 6.445720
## 68 622 57 1 0 35 4 2500 143 1200 6.432940
## 69 999 52 1 0 28 17 159 21 398 6.906755
## 70 585 60 1 1 36 10 1700 33 449 6.371612
## 71 1107 57 1 0 17 6 2200 149 1100 7.009409
## 72 1099 59 1 0 34 10 8600 182 1800 7.002156
## 73 425 86 1 1 13 13 36 11 644 6.052089
## 74 2792 40 1 0 11 11 534 35 888 7.934514
## 75 350 54 1 0 31 4 1000 46 812 5.857933
## 76 363 58 1 1 36 6 717 80 880 5.894403
## 77 2265 63 1 1 35 6 18000 1700 18800 7.725330
## 78 377 45 1 0 7 5 238 57 1200 5.932245
## 79 879 63 1 1 21 9 1700 212 4900 6.778785
## 80 720 49 1 0 12 12 672 23 1400 6.579251
## 81 950 63 1 0 27 14 2600 6 1500 6.856462
## 82 1143 67 0 0 23 3 1800 56 918 7.041412
## 83 1064 58 1 0 27 3 3500 195 2600 6.969790
## 84 1253 60 1 1 36 5 2600 142 3700 7.133296
## 85 462 58 1 1 23 0 1400 50 769 6.135565
## 86 174 69 1 0 13 13 29 6 390 5.159055
## 87 474 63 1 0 41 4 2200 175 2600 6.161207
## 88 1248 48 1 1 21 7 3500 423 7300 7.129298
## 89 1101 62 1 1 32 3 954 96 1200 7.003974
## 90 348 43 1 1 12 10 586 79 1400 5.852202
## 91 650 55 1 1 28 5 5700 -438 817 6.476973
## 92 875 58 1 1 32 10 5300 308 2200 6.774224
## 93 1600 61 1 0 4 1 12300 877 9400 7.377759
## 94 1500 55 1 1 30 4 7900 665 4800 7.313221
## 95 323 39 1 1 15 3 637 63 517 5.777652
## 96 459 59 1 0 33 3 785 40 1400 6.129050
## 97 925 56 1 1 26 12 3300 67 2200 6.829794
## 98 375 46 1 1 4 4 599 20 501 5.926926
## 99 447 53 1 0 4 1 143 16 527 6.102559
## 100 1340 55 1 0 13 10 1400 131 2900 7.200425
## 101 1749 57 1 1 26 11 8100 40 10000 7.466799
## 102 491 43 1 1 21 2 561 54 521 6.196444
## 103 5299 64 1 0 42 13 2400 119 1500 8.575274
## 104 431 58 1 1 33 3 815 36 550 6.066108
## 105 729 50 1 1 15 3 2000 182 2600 6.591674
## 106 1284 54 1 1 32 3 12300 1300 19600 7.157735
## 107 1373 57 1 0 36 8 14300 1600 23600 7.224753
## 108 989 40 1 0 18 5 439 30 582 6.896694
## 109 515 52 1 1 27 1 1100 51 889 6.244167
## 110 1301 50 1 1 19 15 1800 130 1600 7.170888
## 111 834 58 1 0 35 1 4400 63 890 6.726233
## 112 849 46 1 1 24 24 538 36 473 6.744059
## 113 100 61 1 1 26 26 2700 394 10100 4.605170
## 114 679 62 1 0 40 6 4900 -463 1400 6.520621
## 115 567 56 1 0 31 10 597 65 1700 6.340359
## 116 559 54 1 0 22 2 2100 13 686 6.326149
## 117 704 52 1 1 6 6 50 8 903 6.556778
## 118 308 45 1 1 14 14 210 39 1900 5.730100
## 119 1392 48 1 1 6 6 4800 51 1100 7.238497
## 120 389 55 1 0 29 4 478 38 420 5.963579
## 121 790 69 1 0 45 37 1200 140 3200 6.672033
## 122 396 80 1 0 58 28 513 53 963 5.981414
## 123 398 54 1 0 4 4 633 69 1800 5.986452
## 124 707 46 1 1 6 1 130 26 1200 6.561031
## 125 984 60 1 0 7 4 1500 135 1700 6.891626
## 126 410 55 1 0 36 20 501 34 590 6.016157
## 127 1095 60 1 1 33 5 27600 1400 17100 6.998509
## 128 694 61 1 1 35 19 4200 75 1000 6.542472
## 129 834 61 1 1 32 0 7600 364 5300 6.726233
## 130 1630 39 1 1 8 8 227 27 822 7.396335
## 131 493 55 1 1 4 1 1300 80 834 6.200509
## 132 625 57 0 0 36 9 1400 87 979 6.437752
## 133 483 52 1 1 18 14 1000 35 548 6.180017
## 134 733 60 1 0 8 8 347 18 778 6.597146
## 135 2102 67 1 1 41 20 10300 1700 45400 7.650645
## 136 853 58 1 0 34 34 818 33 411 6.748760
## 137 345 54 1 1 33 0 994 56 781 5.843544
## 138 800 57 1 1 12 9 1800 32 479 6.684612
## 139 764 55 1 1 31 16 1100 145 2100 6.638568
## 140 806 59 1 1 3 3 3000 257 3900 6.692084
## 141 310 40 1 0 18 1 2400 60 1300 5.736572
## 142 1119 61 1 0 34 9 2500 71 1200 7.020191
## 143 1287 59 1 1 4 3 4700 222 2700 7.160069
## 144 1170 57 1 1 9 3 1900 208 5600 7.064759
## 145 880 62 1 0 36 12 5300 229 4000 6.779922
## 146 1091 33 1 0 9 9 181 36 1300 6.994850
## 147 1100 65 1 0 18 6 563 -271 544 7.003066
## 148 650 53 1 1 5 4 1482 40 557 6.476973
## 149 607 38 1 1 7 3 231 38 599 6.408529
## 150 1133 63 1 0 9 9 870 37 686 7.032624
## 151 393 58 1 1 36 6 285 40 956 5.973810
## 152 605 53 1 0 16 4 422 30 505 6.405229
## 153 1444 59 1 1 2 2 6204 401 10700 7.275172
## 154 1033 62 1 1 30 1 5400 478 7300 6.940222
## 155 1142 50 1 1 11 3 2600 166 2200 7.040536
## 156 537 46 1 1 20 20 1200 17 669 6.285998
## 157 693 42 1 0 17 12 1400 206 3000 6.541030
## 158 439 57 1 1 26 12 2600 280 3800 6.084499
## 159 358 64 1 0 43 11 584 45 423 5.880533
## 160 1276 64 1 0 41 17 635 52 1300 7.151485
## 161 873 41 1 1 2 2 149 21 567 6.771935
## 162 537 57 1 1 35 1 11400 210 4800 6.285998
## 163 713 57 1 1 12 2 1600 55 1300 6.569481
## 164 1350 68 1 1 5 5 3300 92 2100 7.207860
## 165 1268 47 1 0 20 4 1100 47 2500 7.145196
## 166 465 64 1 1 31 3 2400 326 2400 6.142037
## 167 693 46 1 1 7 3 2200 44 533 6.541030
## 168 369 49 1 1 4 1 65 -132 1200 5.910797
## 169 381 54 1 0 30 2 2700 386 4500 5.942800
## 170 467 49 1 1 13 0 513 49 534 6.146329
## 171 559 57 1 1 34 16 605 56 653 6.326149
## 172 218 57 1 1 33 5 504 41 421 5.384495
## 173 264 63 1 0 42 3 334 43 480 5.575949
## 174 185 58 1 0 39 1 766 49 560 5.220356
## 175 387 71 1 1 32 13 432 28 477 5.958425
## 176 2220 63 1 1 18 18 277 -80 540 7.705263
## 177 445 69 1 0 23 0 249 31 828 6.098074
## lsales lmktval comtensq ceotensq profmarg
## 1 8.732305 10.051908 81 4 15.5806456
## 2 5.645447 7.003066 100 100 16.9611301
## 3 5.129899 7.003066 81 9 23.6686382
## 4 7.003066 6.907755 484 484 -4.9090910
## 5 5.860786 5.958425 64 36 7.9772081
## 6 9.852194 8.268732 49 49 3.2315791
## 7 6.284134 6.434546 1225 100 4.4776120
## 8 8.476371 7.649693 1024 64 3.9791667
## 9 6.413459 6.118097 16 16 1.1475409
## 10 7.972466 8.268732 1521 25 7.9310346
## 11 7.090077 6.278522 676 49 2.8333333
## 12 6.327937 6.167517 1521 64 1.4285715
## 13 6.679599 6.519147 1369 1369 4.3969851
## 14 9.011889 8.648221 625 1 2.8536584
## 15 8.366370 7.244227 441 121 2.1162791
## 16 4.905275 6.324359 49 49 17.7777786
## 17 7.170120 6.741701 1444 16 4.2307692
## 18 6.513230 7.090077 961 144 17.0623150
## 19 7.244227 6.411819 1089 576 4.9285712
## 20 7.003066 6.779922 1296 1 6.2727275
## 21 7.740664 7.696213 400 36 9.1304350
## 22 6.784457 7.313221 1296 196 9.1628962
## 23 7.377759 8.070906 1024 16 12.0625000
## 24 4.356709 6.126869 64 64 16.6666660
## 25 9.277999 8.682708 16 16 2.7570093
## 26 4.595120 7.740664 529 16 25.2525253
## 27 8.242756 7.495542 576 36 5.9473686
## 28 5.010635 6.569481 225 4 18.6666660
## 29 7.696213 7.313221 196 64 8.3636360
## 30 8.839276 8.455317 2025 676 7.0000000
## 31 9.024011 9.116030 169 16 7.1807227
## 32 8.433811 8.732305 1369 81 2.3478260
## 33 8.556414 8.630522 1369 1 10.5576925
## 34 10.098231 9.433484 441 196 1.3909465
## 35 7.901007 7.600903 324 1 4.3333335
## 36 8.411833 8.366370 441 169 12.4888887
## 37 7.244227 7.090077 900 16 5.8571429
## 38 4.077538 6.021023 16 16 47.4576263
## 39 8.824677 9.923290 441 25 17.6470585
## 40 9.692766 9.792556 961 576 8.6419754
## 41 7.003066 6.839477 441 169 9.9090910
## 42 7.740664 6.188264 196 64 -2.6086957
## 43 10.007848 7.937375 9 9 0.8198198
## 44 10.845446 10.666627 1156 9 5.2631578
## 45 7.003066 8.496990 361 9 10.9090910
## 46 6.347389 6.507277 1936 64 9.9824867
## 47 9.277999 9.705036 64 64 12.1495323
## 48 6.493754 6.287858 961 1 5.5975795
## 49 5.942800 8.809863 81 9 8.9238844
## 50 10.239960 10.177324 900 1 6.7857141
## 51 8.006368 8.648221 676 4 9.5666666
## 52 9.367344 8.294049 324 49 -0.3418804
## 53 5.817111 6.163315 16 16 5.0595236
## 54 6.797940 6.622736 484 400 8.5937500
## 55 5.961005 7.377759 324 25 14.1752577
## 56 9.277999 9.642123 1156 144 7.8691587
## 57 6.011267 5.998937 361 361 5.6372547
## 58 7.863267 7.783224 81 81 9.1923075
## 59 5.564520 6.705639 1369 169 15.3256702
## 60 8.630522 8.748305 64 64 8.4821424
## 61 6.340359 6.210600 225 225 5.9964728
## 62 8.961879 8.987197 625 441 6.2051282
## 63 7.937375 8.160519 900 1 11.0000000
## 64 6.415097 6.502790 676 16 14.7299509
## 65 7.783224 7.600903 64 49 4.4166665
## 66 5.075174 6.052089 9 4 4.3750000
## 67 7.438384 6.040255 841 1 -3.2352941
## 68 7.824046 7.090077 1225 16 5.7199998
## 69 5.068904 5.986452 784 289 13.2075472
## 70 7.438384 6.107023 1296 100 1.9411764
## 71 7.696213 7.003066 289 36 6.7727275
## 72 9.059518 7.495542 1156 100 2.1162791
## 73 3.583519 6.467699 169 169 30.5555553
## 74 6.280396 6.788972 121 121 6.5543070
## 75 6.907755 6.699501 961 16 4.5999999
## 76 6.575076 6.779922 1296 36 11.1576014
## 77 9.798127 9.841612 1225 36 9.4444447
## 78 5.472270 7.090077 49 25 23.9495792
## 79 7.438384 8.496990 441 81 12.4705887
## 80 6.510258 7.244227 144 144 3.4226191
## 81 7.863267 7.313221 729 196 0.2307692
## 82 7.495542 6.822197 529 9 3.1111112
## 83 8.160519 7.863267 729 9 5.5714288
## 84 7.863267 8.216088 1296 25 5.4615383
## 85 7.244227 6.645091 529 0 3.5714285
## 86 3.367296 5.966147 169 169 20.6896553
## 87 7.696213 7.863267 1681 16 7.9545455
## 88 8.160519 8.895630 441 49 12.0857143
## 89 6.860664 7.090077 1024 9 10.0628929
## 90 6.373320 7.244227 144 100 13.4812288
## 91 8.648221 6.705639 784 25 -7.6842103
## 92 8.575462 7.696213 1024 100 5.8113208
## 93 9.417355 9.148465 16 1 7.1300812
## 94 8.974618 8.476371 900 16 8.4177217
## 95 6.456769 6.248043 225 9 9.8901100
## 96 6.665684 7.244227 1089 9 5.0955415
## 97 8.101678 7.696213 676 144 2.0303030
## 98 6.395262 6.216606 16 16 3.3388982
## 99 4.962845 6.267200 16 1 11.1888113
## 100 7.244227 7.972466 169 100 9.3571424
## 101 8.999619 9.210340 676 121 0.4938272
## 102 6.329721 6.255750 441 4 9.6256685
## 103 7.783224 7.313221 1764 169 4.9583335
## 104 6.703188 6.309918 1089 9 4.4171777
## 105 7.600903 7.863267 225 9 9.1000004
## 106 9.417355 9.883285 1024 9 10.5691061
## 107 9.568015 10.069002 1296 64 11.1888113
## 108 6.084499 6.366470 324 25 6.8337131
## 109 7.003066 6.790097 729 1 4.6363635
## 110 7.495542 7.377759 361 225 7.2222223
## 111 8.389359 6.791222 1225 1 1.4318181
## 112 6.287858 6.159095 576 576 6.6914496
## 113 7.901007 9.220291 676 676 14.5925922
## 114 8.496990 7.244227 1600 36 -9.4489794
## 115 6.391917 7.438384 961 100 10.8877726
## 116 7.649693 6.530878 484 4 0.6190476
## 117 3.912023 6.805723 36 36 16.0000000
## 118 5.347107 7.549609 196 196 18.5714283
## 119 8.476371 7.003066 36 36 1.0625000
## 120 6.169611 6.040255 841 16 7.9497910
## 121 7.090077 8.070906 2025 1369 11.6666670
## 122 6.240276 6.870053 3364 784 10.3313837
## 123 6.450470 7.495542 16 16 10.9004736
## 124 4.867535 7.090077 36 1 20.0000000
## 125 7.313221 7.438384 49 16 9.0000000
## 126 6.216606 6.380123 1296 400 6.7864270
## 127 10.225571 9.746834 1089 25 5.0724640
## 128 8.342840 6.907755 1225 361 1.7857143
## 129 8.935904 8.575462 1024 0 4.7894735
## 130 5.424950 6.711740 64 64 11.8942728
## 131 7.170120 6.726233 16 1 6.1538463
## 132 7.244227 6.886532 1296 81 6.2142859
## 133 6.907755 6.306275 324 196 3.5000000
## 134 5.849325 6.656726 64 64 5.1873198
## 135 9.239900 10.723268 1681 400 16.5048542
## 136 6.706862 6.018593 1156 1156 4.0342298
## 137 6.901737 6.660575 1089 0 5.6338029
## 138 7.495542 6.171700 144 81 1.7777778
## 139 7.003066 7.649693 961 256 13.1818180
## 140 8.006368 8.268732 9 9 8.5666666
## 141 7.783224 7.170120 324 1 2.5000000
## 142 7.824046 7.090077 1156 81 2.8399999
## 143 8.455317 7.901007 16 9 4.7234044
## 144 7.549609 8.630522 81 9 10.9473686
## 145 8.575462 8.294049 1296 144 4.3207545
## 146 5.198497 7.170120 81 81 19.8895035
## 147 6.333280 6.298949 324 36 -48.1349907
## 148 7.301148 6.322565 25 16 2.6990554
## 149 5.442418 6.395262 49 9 16.4502163
## 150 6.768493 6.530878 81 81 4.2528734
## 151 5.652489 6.862758 1296 36 14.0350876
## 152 6.045005 6.224558 256 16 7.1090050
## 153 8.732949 9.277999 4 4 6.4635720
## 154 8.594154 8.895630 900 1 8.8518515
## 155 7.863267 7.696213 121 9 6.3846154
## 156 7.090077 6.505784 400 400 1.4166666
## 157 7.244227 8.006368 289 144 14.7142859
## 158 7.863267 8.242756 676 144 10.7692308
## 159 6.369901 6.047372 1849 121 7.7054796
## 160 6.453625 7.170120 1681 289 8.1889763
## 161 5.003946 6.340359 4 4 14.0939598
## 162 9.341369 8.476371 1225 1 1.8421053
## 163 7.377759 7.170120 144 4 3.4375000
## 164 8.101678 7.649693 25 25 2.7878788
## 165 7.003066 7.824046 400 16 4.2727275
## 166 7.783224 7.783224 961 9 13.5833330
## 167 7.696213 6.278522 49 9 2.0000000
## 168 4.174387 7.090077 16 1 -203.0769196
## 169 7.901007 8.411833 900 4 14.2962961
## 170 6.240276 6.280396 169 0 9.5516567
## 171 6.405229 6.481577 1156 256 9.2561979
## 172 6.222576 6.042633 1089 25 8.1349211
## 173 5.811141 6.173786 1764 9 12.8742514
## 174 6.641182 6.327937 1521 1 6.3968668
## 175 6.068426 6.167517 1024 169 6.4814816
## 176 5.624018 6.291569 324 324 -28.8808670
## 177 5.517453 6.719013 529 0 12.4497995# Original model
original_model <- lm(log(salary) ~ log(sales) + log(mktval) + profmarg + ceoten + comten, data = ceosal2)
original_r_squared <- summary(original_model)$r.squared # R-squared for the original model
# Model with additional variables
model_with_additional <- lm(log(salary) ~ log(sales) + log(mktval) + profmarg + ceoten + comten + ceoten^2 + comten^2, data = ceosal2)
additional_r_squared <- summary(model_with_additional)$r.squared # R-squared for the model with additional variables
# Check for change in R-squared to assess functional form misspecification
change_in_r_squared <- additional_r_squared - original_r_squared
if (change_in_r_squared > 0) {
cat("The addition of ceoten² and comten² slightly improved R-squared, indicating a slight improvement in model fit.\n")
} else {
cat("The change in R-squared suggests no significant improvement in model fit with the added variables.\n")
}## The change in R-squared suggests no significant improvement in model fit with the added variables.# 5.) Example 4.4:
# Load the 'wooldridge' package
library(wooldridge)
# Load the 'campus' dataset
data.frame("campus")## X.campus.
## 1 campus# Given estimated coefficients and standard errors
b0 <- -6.63
se_b0 <- 1.03
b1 <- 1.27
se_b1 <- 0.11
n <- nrow(campus)
# Extracting estimated coefficients from the dataset (if they're not provided)
# b0 <- coef(model)[1] # Replace 'model' with the linear regression model of log(crime) ~ log(enroll)
# se_b0 <- sqrt(diag(vcov(model)))[1] # Standard error of b0
# b1 <- coef(model)[2] # Replace 'model' with the linear regression model of log(crime) ~ log(enroll)
# se_b1 <- sqrt(diag(vcov(model)))[2] # Standard error of b1
# Calculate t-statistic
t_stat <- (b1 - 1) / se_b1
# Degrees of freedom
df <- n - 2
# Calculate critical value at alpha = 0.05
critical_value <- qt(0.95, df)
# Perform the test
if (t_stat > critical_value) {
cat("Reject the null hypothesis H0: B1 = 1 in favor of H1: B1 > 1 at the 5% level.\n")
} else {
cat("Fail to reject the null hypothesis H0: B1 = 1 at the 5% level.\n")
}## Reject the null hypothesis H0: B1 = 1 in favor of H1: B1 > 1 at the 5% level.cat("The concept of exogenous sample selection refers to the process where the selection of data points is unrelated to the variables under study. In the context of Example 4.4, the absence of reporting campus crimes by many schools in 1992 could potentially be considered as exogenous sample selection under certain circumstances.\n\n")## The concept of exogenous sample selection refers to the process where the selection of data points is unrelated to the variables under study. In the context of Example 4.4, the absence of reporting campus crimes by many schools in 1992 could potentially be considered as exogenous sample selection under certain circumstances.cat("However, whether the failure to report crimes can be viewed as exogenous depends on the reasons behind the non-reporting. If the non-reporting is influenced by factors unrelated to the actual occurrence of crimes on campuses, it could be deemed exogenous. For instance:\n\n")## However, whether the failure to report crimes can be viewed as exogenous depends on the reasons behind the non-reporting. If the non-reporting is influenced by factors unrelated to the actual occurrence of crimes on campuses, it could be deemed exogenous. For instance:cat("1. Administrative or Reporting Policies: If colleges didn't report crimes due to administrative or policy reasons, such as lacking standardized reporting systems or confusion about reporting requirements, it might be considered exogenous.\n\n")## 1. Administrative or Reporting Policies: If colleges didn't report crimes due to administrative or policy reasons, such as lacking standardized reporting systems or confusion about reporting requirements, it might be considered exogenous.cat("2. Fear of Reputation Damage: Schools might avoid reporting crimes to maintain a positive public image or avoid negative publicity. If this motivation doesn’t correlate with the actual crime rates, it could be seen as exogenous.\n\n")## 2. Fear of Reputation Damage: Schools might avoid reporting crimes to maintain a positive public image or avoid negative publicity. If this motivation doesn’t correlate with the actual crime rates, it could be seen as exogenous.cat("However, if non-reporting is correlated with the underlying crime rates (e.g., schools with higher crime rates intentionally not reporting), it may not be considered exogenous. For instance, if higher-crime schools purposefully avoid reporting, this correlation could bias the analysis.\n\n")## However, if non-reporting is correlated with the underlying crime rates (e.g., schools with higher crime rates intentionally not reporting), it may not be considered exogenous. For instance, if higher-crime schools purposefully avoid reporting, this correlation could bias the analysis.cat("In summary, whether the failure to report crimes constitutes exogenous sample selection depends on the underlying reasons for non-reporting. If the decision not to report is independent of the actual crime occurrences, it might be viewed as exogenous. Otherwise, it could introduce bias and affect the interpretation of the analysis.\n")## In summary, whether the failure to report crimes constitutes exogenous sample selection depends on the underlying reasons for non-reporting. If the decision not to report is independent of the actual crime occurrences, it might be viewed as exogenous. Otherwise, it could introduce bias and affect the interpretation of the analysis.#C4
# Load the 'wooldridge' package
library(wooldridge)
# Load the 'infmrt' dataset
data.frame("infmrt")## X.infmrt.
## 1 infmrt# Filter the dataset for the year 1990
infmrt_1990 <- subset(infmrt, year == 1990)
# Re-estimate equation 9.43 including a dummy variable for the observation on the District of Columbia (DC)
model_with_dummy <- lm(infmort ~ log(pcinc) + log(physic) + log(popul) + DC, data = infmrt_1990)
# Print the summary of the model
summary(model_with_dummy)##
## Call:
## lm(formula = infmort ~ log(pcinc) + log(physic) + log(popul) +
## DC, data = infmrt_1990)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2.4964 -0.8076 0.0000 0.9358 2.6077
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 23.9548 12.4195 1.929 0.05994 .
## log(pcinc) -0.5669 1.6412 -0.345 0.73135
## log(physic) -2.7418 1.1908 -2.303 0.02588 *
## log(popul) 0.6292 0.1911 3.293 0.00191 **
## DC 16.0350 1.7692 9.064 8.43e-12 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 1.246 on 46 degrees of freedom
## Multiple R-squared: 0.691, Adjusted R-squared: 0.6641
## F-statistic: 25.71 on 4 and 46 DF, p-value: 3.146e-11#Chapter 10
# Load required libraries
library(wooldridge)
# Load the intdef dataset
data.frame(intdef)## year i3 inf rec out def i3_1 inf_1 def_1 ci3
## 1 1948 1.04 8.1 16.2 11.6 -4.6000004 NA NA NA NA
## 2 1949 1.10 -1.2 14.5 14.3 -0.1999998 1.04 8.1 -4.6000004 0.06000006
## 3 1950 1.22 1.3 14.4 15.6 1.2000008 1.10 -1.2 -0.1999998 0.12000000
## 4 1951 1.55 7.9 16.1 14.2 -1.9000006 1.22 1.3 1.2000008 0.32999992
## 5 1952 1.77 1.9 19.0 19.4 0.3999996 1.55 7.9 -1.9000006 0.22000003
## 6 1953 1.93 0.8 18.7 20.4 1.6999989 1.77 1.9 0.3999996 0.15999997
## 7 1954 0.95 0.7 18.5 18.8 0.2999992 1.93 0.8 1.6999989 -0.97999996
## 8 1955 1.75 -0.4 16.5 17.3 0.7999992 0.95 0.7 0.2999992 0.80000001
## 9 1956 2.66 1.5 17.5 16.5 -1.0000000 1.75 -0.4 0.7999992 0.91000009
## 10 1957 3.27 3.3 17.7 17.0 -0.7000008 2.66 1.5 -1.0000000 0.60999990
## 11 1958 1.84 2.8 17.3 17.9 0.6000004 3.27 3.3 -0.7000008 -1.42999995
## 12 1959 3.41 0.7 16.2 18.8 2.5999985 1.84 2.8 0.6000004 1.57000005
## 13 1960 2.93 1.7 17.8 17.8 0.0000000 3.41 0.7 2.5999985 -0.48000002
## 14 1961 2.38 1.0 17.8 18.4 0.6000004 2.93 1.7 0.0000000 -0.54999995
## 15 1962 2.78 1.0 17.6 18.8 1.1999989 2.38 1.0 0.6000004 0.39999986
## 16 1963 3.16 1.3 17.8 18.6 0.8000011 2.78 1.0 1.1999989 0.38000011
## 17 1964 3.55 1.3 17.6 18.5 0.8999996 3.16 1.3 0.8000011 0.38999987
## 18 1965 3.95 1.6 17.0 17.2 0.2000008 3.55 1.3 0.8999996 0.40000010
## 19 1966 4.88 2.9 17.3 17.8 0.5000000 3.95 1.6 0.2000008 0.93000007
## 20 1967 4.32 3.1 18.4 19.4 1.0000000 4.88 2.9 0.5000000 -0.55999994
## 21 1968 5.34 4.2 17.6 20.5 2.8999996 4.32 3.1 1.0000000 1.01999998
## 22 1969 6.68 5.5 19.7 19.4 -0.3000011 5.34 4.2 2.8999996 1.33999968
## 23 1970 6.46 5.7 19.0 19.3 0.2999992 6.68 5.5 -0.3000011 -0.21999979
## 24 1971 4.35 4.4 17.3 19.5 2.2000008 6.46 5.7 0.2999992 -2.11000013
## 25 1972 4.07 3.2 17.6 19.6 2.0000000 4.35 4.4 2.2000008 -0.27999973
## 26 1973 7.04 6.2 17.6 18.7 1.1000004 4.07 3.2 2.0000000 2.96999979
## 27 1974 7.89 11.0 18.3 18.7 0.4000015 7.04 6.2 1.1000004 0.84999990
## 28 1975 5.84 9.1 17.9 21.3 3.3999996 7.89 11.0 0.4000015 -2.04999971
## 29 1976 4.99 5.8 17.1 21.4 4.2999992 5.84 9.1 3.3999996 -0.85000038
## 30 1977 5.27 6.5 18.0 20.7 2.7000008 4.99 5.8 4.2999992 0.28000021
## 31 1978 7.22 7.6 18.0 20.7 2.7000008 5.27 6.5 2.7000008 1.94999981
## 32 1979 10.04 11.3 18.5 20.1 1.6000004 7.22 7.6 2.7000008 2.82000017
## 33 1980 11.51 13.5 19.0 21.7 2.7000008 10.04 11.3 1.6000004 1.47000027
## 34 1981 14.03 10.3 19.6 22.2 2.6000004 11.51 13.5 2.7000008 2.51999950
## 35 1982 10.69 6.2 19.2 23.1 3.8999996 14.03 10.3 2.6000004 -3.34000015
## 36 1983 8.63 3.2 17.4 23.5 6.1000004 10.69 6.2 3.8999996 -2.05999947
## 37 1984 9.58 4.3 17.3 22.1 4.8000011 8.63 3.2 6.1000004 0.94999981
## 38 1985 7.48 3.6 17.7 22.8 5.0999985 9.58 4.3 4.8000011 -2.09999990
## 39 1986 5.98 1.9 17.5 22.5 5.0000000 7.48 3.6 5.0999985 -1.50000000
## 40 1987 5.82 3.6 18.4 21.6 3.2000008 5.98 1.9 5.0000000 -0.15999985
## 41 1988 6.69 4.1 18.1 21.2 3.1000004 5.82 3.6 3.2000008 0.86999989
## 42 1989 8.12 4.8 18.3 21.2 2.9000015 6.69 4.1 3.1000004 1.42999983
## 43 1990 7.51 5.4 18.0 21.8 3.7999992 8.12 4.8 2.9000015 -0.60999966
## 44 1991 5.42 4.2 17.8 22.3 4.5000000 7.51 5.4 3.7999992 -2.09000015
## 45 1992 3.45 3.0 17.5 22.1 4.6000004 5.42 4.2 4.5000000 -1.97000003
## 46 1993 3.02 3.0 17.5 21.4 3.8999996 3.45 3.0 4.6000004 -0.43000007
## 47 1994 4.29 2.6 18.1 21.0 2.8999996 3.02 3.0 3.8999996 1.26999998
## 48 1995 5.51 2.8 18.5 20.7 2.2000008 4.29 2.6 2.8999996 1.22000027
## 49 1996 5.02 3.0 18.9 20.3 1.3999996 5.51 2.8 2.2000008 -0.49000025
## 50 1997 5.07 2.3 19.3 19.6 0.3000011 5.02 3.0 1.3999996 0.05000019
## 51 1998 4.81 1.6 20.0 19.2 -0.7999992 5.07 2.3 0.3000011 -0.26000023
## 52 1999 4.66 2.2 20.0 18.6 -1.3999996 4.81 1.6 -0.7999992 -0.15000010
## 53 2000 5.85 3.4 20.9 18.4 -2.5000000 4.66 2.2 -1.3999996 1.19000006
## 54 2001 3.45 2.8 19.8 18.6 -1.1999989 5.85 3.4 -2.5000000 -2.39999986
## 55 2002 1.62 1.6 17.9 19.4 1.5000000 3.45 2.8 -1.1999989 -1.83000004
## 56 2003 1.02 2.3 16.5 19.9 3.3999996 1.62 1.6 1.5000000 -0.60000002
## cinf cdef y77
## 1 NA NA 0
## 2 -9.3000002 4.40000057 0
## 3 2.5000000 1.40000057 0
## 4 6.6000004 -3.10000134 0
## 5 -6.0000000 2.30000019 0
## 6 -1.0999999 1.29999924 0
## 7 -0.1000000 -1.39999962 0
## 8 -1.1000000 0.50000000 0
## 9 1.9000000 -1.79999924 0
## 10 1.8000000 0.29999924 0
## 11 -0.5000000 1.30000114 0
## 12 -2.0999999 1.99999809 0
## 13 1.0000000 -2.59999847 0
## 14 -0.7000000 0.60000038 0
## 15 0.0000000 0.59999847 0
## 16 0.3000000 -0.39999771 0
## 17 0.0000000 0.09999847 0
## 18 0.3000001 -0.69999886 0
## 19 1.3000001 0.29999924 0
## 20 0.1999998 0.50000000 0
## 21 1.0999999 1.89999962 0
## 22 1.3000002 -3.20000076 0
## 23 0.1999998 0.60000038 0
## 24 -1.2999997 1.90000153 0
## 25 -1.2000000 -0.20000076 0
## 26 2.9999998 -0.89999962 0
## 27 4.8000002 -0.69999886 0
## 28 -1.8999996 2.99999809 0
## 29 -3.3000002 0.89999962 0
## 30 0.6999998 -1.59999847 1
## 31 1.0999999 0.00000000 1
## 32 3.7000003 -1.10000038 1
## 33 2.1999998 1.10000038 1
## 34 -3.1999998 -0.10000038 1
## 35 -4.1000004 1.29999924 1
## 36 -2.9999998 2.20000076 1
## 37 1.1000001 -1.29999924 1
## 38 -0.7000003 0.29999733 1
## 39 -1.6999999 -0.09999847 1
## 40 1.6999999 -1.79999924 1
## 41 0.5000000 -0.10000038 1
## 42 0.7000003 -0.19999886 1
## 43 0.5999999 0.89999771 1
## 44 -1.2000003 0.70000076 1
## 45 -1.1999998 0.10000038 1
## 46 0.0000000 -0.70000076 1
## 47 -0.4000001 -1.00000000 1
## 48 0.2000000 -0.69999886 1
## 49 0.2000000 -0.80000114 1
## 50 -0.7000000 -1.09999847 1
## 51 -0.6999999 -1.10000038 1
## 52 0.6000000 -0.60000038 1
## 53 1.2000000 -1.10000038 1
## 54 -0.6000001 1.30000114 1
## 55 -1.1999999 2.69999886 1
## 56 0.6999999 1.89999962 1# 1. Answering Statements
# (i) Independently distributed time series observations
independence_statement <- "Disagree"
independence_explanation <- "Time series data often exhibits autocorrelation, violating independence assumptions."
# (ii) Unbiased OLS estimator in time series regression
ols_statement <- "Disagree"
ols_explanation <- "Time series often violates OLS assumptions, leading to bias."
# (iii) Trending variable as dependent in multiple regression
trending_statement <- "Disagree"
trending_explanation <- "Trending variables can be used but require attention to stationarity."
# (iv) Seasonality in annual time series observations
seasonality_statement <- "Disagree"
seasonality_explanation <- "Seasonality can exist in annual data, affecting analysis."
# 5. Model for Housing Starts
# Assuming data frame 'data' contains columns: housing_starts, interest_rates, real_income, and date
#model_housing_starts <- lm(housing_starts ~ trend_variable + seasonality_variable + interest_rates + real_income, data = data)
# C1. Using a Dummy Variable for Federal Reserve Policy Change
# Create a dummy variable for the policy change after 1979
intdef$dummy <- ifelse(intdef$year > 1979, 1, 0)
# Equation with dummy variable
model_with_dummy <- lm(inf ~ dummy + ci3 + cdef + cinf, data = intdef)
summary(model_with_dummy)##
## Call:
## lm(formula = inf ~ dummy + ci3 + cdef + cinf, data = intdef)
##
## Residuals:
## Min 1Q Median 3Q Max
## -4.1867 -1.8047 -0.8382 0.9943 6.7831
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3.3937 0.5193 6.535 3.21e-08 ***
## dummy 0.9400 0.7977 1.178 0.24423
## ci3 0.4391 0.3172 1.385 0.17233
## cdef 0.4382 0.3370 1.300 0.19954
## cinf 0.5707 0.2103 2.714 0.00909 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 2.799 on 50 degrees of freedom
## (1 observation deleted due to missingness)
## Multiple R-squared: 0.2012, Adjusted R-squared: 0.1373
## F-statistic: 3.148 on 4 and 50 DF, p-value: 0.02196# Conclusion
cat("Conclusion regarding the model:\n")## Conclusion regarding the model:cat("From the regression results:\n")## From the regression results:cat("- The policy change after 1979 represented by the 'dummy' variable doesn't appear to have a statistically significant impact on CPI inflation rates (p-value = 0.24423).\n")## - The policy change after 1979 represented by the 'dummy' variable doesn't appear to have a statistically significant impact on CPI inflation rates (p-value = 0.24423).cat("- Among additional variables, only 'cinf' (change in federal outlays minus federal receipts) shows a statistically significant relationship with CPI inflation rates (p-value = 0.00909).\n")## - Among additional variables, only 'cinf' (change in federal outlays minus federal receipts) shows a statistically significant relationship with CPI inflation rates (p-value = 0.00909).cat("- The overall model explains a small proportion of the variance in CPI inflation rates (Adjusted R-squared = 0.1373).\n")## - The overall model explains a small proportion of the variance in CPI inflation rates (Adjusted R-squared = 0.1373).cat("Therefore, while 'cinf' seems to be related to CPI inflation rates, the policy change after 1979, as represented by the 'dummy' variable, does not show a significant impact in this model.")## Therefore, while 'cinf' seems to be related to CPI inflation rates, the policy change after 1979, as represented by the 'dummy' variable, does not show a significant impact in this model.#C9
data <- as.data.frame(volat)
# Step 1: Hypothesize the signs of β1 and β2
# β1 (pcip): Positive (higher industrial production growth likely boosts stock returns)
# β2 (i3): Negative (higher T-bill rates may decrease stock returns due to opportunity cost)
# Step 2: Estimate the equation rsp500 = β0 + β1*pcip + β2*i3 + u_t
model <- lm(rsp500 ~ pcip + i3, data = data)
# Summarize the regression results
summary(model)##
## Call:
## lm(formula = rsp500 ~ pcip + i3, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -157.871 -22.580 2.103 25.524 138.137
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 18.84306 3.27488 5.754 1.44e-08 ***
## pcip 0.03642 0.12940 0.281 0.7785
## i3 -1.36169 0.54072 -2.518 0.0121 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 40.13 on 554 degrees of freedom
## (1 observation deleted due to missingness)
## Multiple R-squared: 0.01189, Adjusted R-squared: 0.008325
## F-statistic: 3.334 on 2 and 554 DF, p-value: 0.03637# Step 3: Identify statistically significant variables
# Check the p-values from the regression summary (p < 0.05 indicates significance)
# Step 4: Assess predictability of the S&P 500 returns
# Use the R-squared value and significance of predictors
cat("R-squared value:", summary(model)$r.squared, "\n")## R-squared value: 0.01189219 #Chapter 11
#C7
# Load necessary libraries
library(wooldridge) # Contains the CONSUMP dataset
library(lmtest) # For hypothesis testing
library(car) # For F-tests and other diagnostics## Loading required package: carData# Load the CONSUMP dataset
data("consump")
# Calculate growth rates for consumption and income (using diff() on logs)
gc <- diff(log(consump$c)) # Growth in real per capita consumption
gy <- diff(log(consump$y)) # Growth in real per capita income
# Create lagged variables (lag by 1 period) and ensure alignment
gc_lag <- c(NA, gc[-length(gc)]) # Lagged gc (align with the time series)
gy_lag <- c(NA, gy[-length(gy)]) # Lagged gy (align with the time series)
i3_lag <- consump$i3[-1] # Lagged interest rate
inf_lag <- consump$inf[-1] # Lagged inflation
# Remove the first row of the original variables for alignment with lagged variables
# Remove the first element of the variables that were changed by diff() (i.e., gc, gy, etc.)
gc <- gc[-1] # Remove the first element of gc (to match the lagged variables)
gc_lag <- gc_lag[-1] # Remove the first element of gc_lag (to match the length of gc)
gy_lag <- gy_lag[-1] # Remove the first element of gy_lag
i3_lag <- i3_lag[-1] # Remove the first element of i3_lag
inf_lag <- inf_lag[-1] # Remove the first element of inf_lag
# Check lengths of all variables to ensure they are now the same
length(gc)## [1] 35length(gc_lag)## [1] 35length(gy_lag)## [1] 35length(i3_lag)## [1] 35length(inf_lag)## [1] 35# Now, all variables (gc, gc_lag, gy_lag, i3_lag, inf_lag) should have the same length
# Proceed with regression (i) and (ii)
# (i) Test the PIH by estimating: gc_t = B0 + B1 * gc_t-1 + u_t
model_i <- lm(gc ~ gc_lag)
summary(model_i)##
## Call:
## lm(formula = gc ~ gc_lag)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.027878 -0.005974 -0.001451 0.007142 0.020227
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 0.011431 0.003778 3.026 0.00478 **
## gc_lag 0.446141 0.156047 2.859 0.00731 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.01161 on 33 degrees of freedom
## Multiple R-squared: 0.1985, Adjusted R-squared: 0.1742
## F-statistic: 8.174 on 1 and 33 DF, p-value: 0.00731# (ii) Add variables gy_t-1, i3_t-1, and inf_t-1 to the regression
model_ii <- lm(gc ~ gc_lag + gy_lag + i3_lag + inf_lag)
summary(model_ii)##
## Call:
## lm(formula = gc ~ gc_lag + gy_lag + i3_lag + inf_lag)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.0262464 -0.0076663 0.0009074 0.0063952 0.0174974
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.007e-02 5.839e-03 3.438 0.00174 **
## gc_lag 5.398e-01 2.604e-01 2.073 0.04689 *
## gy_lag -1.017e-01 1.791e-01 -0.567 0.57464
## i3_lag -2.525e-05 1.028e-03 -0.025 0.98057
## inf_lag -1.701e-03 8.825e-04 -1.928 0.06341 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.01069 on 30 degrees of freedom
## Multiple R-squared: 0.3819, Adjusted R-squared: 0.2995
## F-statistic: 4.635 on 4 and 30 DF, p-value: 0.004937# (iii) Check the p-value for gc_lag in model_ii to see if it remains significant
gc_lag_p_value <- summary(model_ii)$coefficients["gc_lag", "Pr(>|t|)"]
gc_lag_p_value## [1] 0.04688851# (iv) Perform an F-test for the joint significance of the four explanatory variables
anova(model_ii)## Analysis of Variance Table
##
## Response: gc
## Df Sum Sq Mean Sq F value Pr(>F)
## gc_lag 1 0.0011009 0.00110093 9.6360 0.00414 **
## gy_lag 1 0.0000647 0.00006471 0.5664 0.45756
## i3_lag 1 0.0005279 0.00052785 4.6201 0.03979 *
## inf_lag 1 0.0004245 0.00042455 3.7159 0.06341 .
## Residuals 30 0.0034275 0.00011425
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1# Load necessary libraries
library(tidyverse)## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr 1.1.4 ✔ readr 2.1.5
## ✔ forcats 1.0.0 ✔ stringr 1.5.0
## ✔ ggplot2 3.5.1 ✔ tibble 3.2.1
## ✔ lubridate 1.9.3 ✔ tidyr 1.3.1
## ✔ purrr 1.0.2## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag() masks stats::lag()
## ✖ dplyr::recode() masks car::recode()
## ✖ purrr::some() masks car::some()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errorslibrary(wooldridge)
# Load the MINWAGE dataset
data("minwage")
# (i) Find the first-order autocorrelation in gwage232
# Remove rows with missing values for gwage232
minwage_clean <- minwage %>% filter(!is.na(gwage232))
# Compute the first-order autocorrelation for gwage232
acf(minwage_clean$gwage232, lag.max = 1)
# Alternatively, manually compute the first-order autocorrelation
gwage232_lag <- lag(minwage_clean$gwage232, 1) # Create lagged variable
autocorr <- cor(minwage_clean$gwage232[2:length(minwage_clean$gwage232)], gwage232_lag[2:length(gwage232_lag)])
cat("First-order autocorrelation: ", autocorr, "\n")## First-order autocorrelation: -0.03494393# (ii) Estimate the dynamic model
# Create lagged variable for gwage232
minwage$gwage232_lag <- lag(minwage$gwage232, 1)
# Run the OLS regression using gwage232 as the dependent variable and lagged gwage232 + gmwage as predictors
model_1 <- lm(gwage232 ~ gwage232_lag + gmwage, data = minwage)
# Summary of the dynamic model
cat("Dynamic Model Summary: \n")## Dynamic Model Summary:summary(model_1)##
## Call:
## lm(formula = gwage232 ~ gwage232_lag + gmwage, data = minwage)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.045409 -0.003720 -0.001807 0.004261 0.041463
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 0.0032276 0.0003466 9.312 <2e-16 ***
## gwage232_lag -0.0660287 0.0343392 -1.923 0.055 .
## gmwage 0.1515466 0.0097208 15.590 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.007948 on 607 degrees of freedom
## (2 observations deleted due to missingness)
## Multiple R-squared: 0.2868, Adjusted R-squared: 0.2844
## F-statistic: 122 on 2 and 607 DF, p-value: < 2.2e-16# (iii) Estimate the static model (without the lagged variable)
model_2 <- lm(gwage232 ~ gmwage, data = minwage)
# Summary of the static model
cat("Static Model Summary: \n")## Static Model Summary:summary(model_2)##
## Call:
## lm(formula = gwage232 ~ gmwage, data = minwage)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.045213 -0.002988 -0.001598 0.004503 0.041112
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 0.0029878 0.0003246 9.205 <2e-16 ***
## gmwage 0.1504800 0.0097189 15.483 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.00796 on 609 degrees of freedom
## (1 observation deleted due to missingness)
## Multiple R-squared: 0.2825, Adjusted R-squared: 0.2813
## F-statistic: 239.7 on 1 and 609 DF, p-value: < 2.2e-16# (iv) Compare the dynamic model to the static model
cat("\nComparison of Models:\n")##
## Comparison of Models:cat("Adjusted R-squared (Dynamic Model): ", summary(model_1)$adj.r.squared, "\n")## Adjusted R-squared (Dynamic Model): 0.2844435cat("Adjusted R-squared (Static Model): ", summary(model_2)$adj.r.squared, "\n")## Adjusted R-squared (Static Model): 0.2812796cat("AIC (Dynamic Model): ", AIC(model_1), "\n")## AIC (Dynamic Model): -4162.391cat("AIC (Static Model): ", AIC(model_2), "\n")## AIC (Static Model): -4168.376cat("BIC (Dynamic Model): ", BIC(model_1), "\n")## BIC (Dynamic Model): -4144.737cat("BIC (Static Model): ", BIC(model_2), "\n")## BIC (Static Model): -4155.131# (v) Interpretation of the results
cat("\nInterpretation:\n")##
## Interpretation:cat("In the dynamic model, the coefficient for gwage232_lag is: ", coef(model_1)["gwage232_lag"], "\n")## In the dynamic model, the coefficient for gwage232_lag is: -0.06602873cat("This suggests that past values of gwage232 have a relationship with the current value of gwage232. \n")## This suggests that past values of gwage232 have a relationship with the current value of gwage232.cat("In the dynamic model, the coefficient for gmwage is: ", coef(model_1)["gmwage"], "\n")## In the dynamic model, the coefficient for gmwage is: 0.1515466cat("This shows the relationship between gmwage and gwage232.\n")## This shows the relationship between gmwage and gwage232.cat("In the static model, the coefficient for gmwage is: ", coef(model_2)["gmwage"], "\n")## In the static model, the coefficient for gmwage is: 0.15048cat("This shows the relationship between gmwage and gwage232 without considering past values of gwage232.\n")## This shows the relationship between gmwage and gwage232 without considering past values of gwage232. #Chapter 12
#11
# Load necessary libraries
library(wooldridge)
library(tseries) ## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoolibrary(lmtest)
library(dplyr)
library(ggplot2)
# Load the NYSE dataset
data("nyse")
returns <- nyse$return
# Remove NA values (if any)
returns <- na.omit(returns)
# (i) Create aligned returns and lagged returns manually to avoid length mismatches
aligned_returns <- returns[2:length(returns)] # Remove the first observation
lagged_returns <- returns[1:(length(returns) - 1)] # Remove the last observation
# OLS model for: return_t = beta0 + beta1 * return_(t-1) + u_t
ols_model <- lm(aligned_returns ~ lagged_returns)
residuals_squared <- ols_model$residuals^2 # Squared residuals for heteroskedasticity model
# Compute mean, min, and max of squared residuals
mean_residual_squared <- mean(residuals_squared)
min_residual_squared <- min(residuals_squared)
max_residual_squared <- max(residuals_squared)
cat("Mean squared residuals:", mean_residual_squared, "\n")## Mean squared residuals: 4.440839cat("Min squared residuals:", min_residual_squared, "\n")## Min squared residuals: 7.35465e-06cat("Max squared residuals:", max_residual_squared, "\n")## Max squared residuals: 232.8946# (ii) ARCH model: Var(u_t) = delta_0 + delta_1 * return_(t-1) + delta_2 * return_(t-1)^2
arch_model <- lm(residuals_squared ~ lagged_returns + I(lagged_returns^2))
summary(arch_model)##
## Call:
## lm(formula = residuals_squared ~ lagged_returns + I(lagged_returns^2))
##
## Residuals:
## Min 1Q Median 3Q Max
## -16.459 -3.011 -1.975 0.676 221.469
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3.25734 0.44085 7.389 4.32e-13 ***
## lagged_returns -0.78946 0.19569 -4.034 6.09e-05 ***
## I(lagged_returns^2) 0.29666 0.03552 8.351 3.75e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 10.66 on 686 degrees of freedom
## Multiple R-squared: 0.1303, Adjusted R-squared: 0.1278
## F-statistic: 51.4 on 2 and 686 DF, p-value: < 2.2e-16# (iii) Plot: Conditional variance vs lagged returns
data_plot <- data.frame(LaggedReturn = lagged_returns, ConditionalVariance = residuals_squared)
ggplot(data_plot, aes(x = LaggedReturn, y = ConditionalVariance)) +
geom_point(color = "blue") +
labs(title = "Conditional Variance vs Lagged Return",
x = "Lagged Return", y = "Conditional Variance") +
theme_minimal()
# (iv) Check for negative variance estimates
negative_variances <- any(arch_model$fitted.values < 0)
cat("Are there negative variance estimates? ", negative_variances, "\n")## Are there negative variance estimates? FALSE# (v) ARCH(1) model using garch()
arch1_model <- garch(aligned_returns, order = c(1, 0))##
## ***** ESTIMATION WITH ANALYTICAL GRADIENT *****
##
##
## I INITIAL X(I) D(I)
##
## 1 4.239685e+00 1.000e+00
## 2 5.000000e-02 1.000e+00
##
## IT NF F RELDF PRELDF RELDX STPPAR D*STEP NPRELDF
## 0 1 8.612e+02
## 1 4 8.612e+02 1.02e-05 3.35e-05 1.2e-03 2.9e+02 1.0e-02 4.86e-03
## 2 5 8.612e+02 1.86e-06 1.89e-06 4.6e-04 0.0e+00 4.4e-03 1.89e-06
## 3 6 8.612e+02 4.00e-10 1.60e-08 5.1e-04 2.3e-01 4.4e-03 1.66e-08
## 4 7 8.612e+02 3.12e-10 1.36e-08 2.5e-04 1.8e+00 2.2e-03 1.71e-07
## 5 8 8.612e+02 8.02e-11 6.77e-09 1.3e-04 2.0e+00 1.1e-03 2.61e-06
## 6 9 8.612e+02 6.68e-11 3.40e-09 6.3e-05 2.0e+00 5.5e-04 1.52e-05
## 7 14 8.612e+02 1.30e-11 9.01e-11 1.4e-06 1.3e+00 1.3e-05 -5.87e-06
## 8 18 8.612e+02 4.82e-14 2.09e-11 3.8e-07 1.3e+00 3.3e-06 -5.87e-06
## 9 19 8.612e+02 2.44e-14 1.04e-11 1.9e-07 1.3e+00 1.6e-06 -5.88e-06
## 10 20 8.612e+02 1.31e-14 5.20e-12 9.6e-08 1.3e+00 8.2e-07 -5.88e-06
## 11 21 8.612e+02 9.77e-15 2.60e-12 4.8e-08 1.3e+00 4.1e-07 -5.88e-06
## 12 22 8.612e+02 4.09e-15 1.30e-12 2.4e-08 1.3e+00 2.0e-07 -5.88e-06
## 13 23 8.612e+02 1.45e-15 6.49e-13 1.2e-08 1.3e+00 1.0e-07 -5.88e-06
## 14 24 8.612e+02 1.19e-15 3.25e-13 6.0e-09 1.3e+00 5.1e-08 -5.88e-06
## 15 25 8.612e+02 1.58e-15 1.62e-13 3.0e-09 1.3e+00 2.5e-08 -5.88e-06
## 16 26 8.612e+02 3.96e-16 8.12e-14 1.5e-09 1.3e+00 1.3e-08 -5.88e-06
## 17 31 8.612e+02 3.96e-16 1.86e-15 3.4e-11 1.3e+00 2.9e-10 -5.88e-06
## 18 35 8.612e+02 3.96e-16 2.48e-17 4.6e-13 4.2e+08 3.9e-12 2.15e-05
## 19 38 8.612e+02 -1.32e-16 4.97e-19 9.1e-15 1.3e+00 7.8e-14 -5.88e-06
##
## ***** FALSE CONVERGENCE *****
##
## FUNCTION 8.612015e+02 RELDX 9.134e-15
## FUNC. EVALS 38 GRAD. EVALS 19
## PRELDF 4.970e-19 NPRELDF -5.879e-06
##
## I FINAL X(I) D(I) G(I)
##
## 1 4.229895e+00 1.000e+00 5.444e-03
## 2 5.954048e-02 1.000e+00 -7.006e-04summary(arch1_model)##
## Call:
## garch(x = aligned_returns, order = c(1, 0))
##
## Model:
## GARCH(1,0)
##
## Residuals:
## Min 1Q Median 3Q Max
## -7.2246 -0.5199 0.1546 0.7274 3.9838
##
## Coefficient(s):
## Estimate Std. Error t value Pr(>|t|)
## a0 4.22990 153.77829 0.028 0.978
## b1 0.05954 34.19100 0.002 0.999
##
## Diagnostic Tests:
## Jarque Bera Test
##
## data: Residuals
## X-squared = 781.58, df = 2, p-value < 2.2e-16
##
##
## Box-Ljung test
##
## data: Squared.Residuals
## X-squared = 87.669, df = 1, p-value < 2.2e-16# Compare AIC for ARCH(1) vs custom ARCH model
cat("AIC of ARCH(1) model:", AIC(arch1_model), "\n")## AIC of ARCH(1) model: 2990.862cat("AIC of custom ARCH model:", AIC(arch_model), "\n")## AIC of custom ARCH model: 5221.068# (vi) ARCH(2) model using garch()
arch2_model <- garch(aligned_returns, order = c(2, 0))##
## ***** ESTIMATION WITH ANALYTICAL GRADIENT *****
##
##
## I INITIAL X(I) D(I)
##
## 1 4.016544e+00 1.000e+00
## 2 5.000000e-02 1.000e+00
## 3 5.000000e-02 1.000e+00
##
## IT NF F RELDF PRELDF RELDX STPPAR D*STEP NPRELDF
## 0 1 8.604e+02
## 1 4 8.604e+02 5.44e-06 5.66e-05 8.7e-04 4.9e+02 1.0e-02 1.38e-02
## 2 5 8.604e+02 1.03e-05 1.04e-05 4.3e-04 1.9e+00 5.0e-03 1.07e-05
## 3 6 8.604e+02 2.28e-09 9.59e-08 6.1e-04 9.2e-01 5.0e-03 2.10e-07
## 4 7 8.604e+02 7.19e-10 5.40e-08 3.1e-04 1.9e+00 2.5e-03 2.12e-06
## 5 8 8.604e+02 9.30e-10 2.72e-08 1.5e-04 2.0e+00 1.2e-03 2.95e-06
## 6 13 8.604e+02 1.43e-11 4.87e-10 2.7e-06 9.1e+00 2.2e-05 3.63e-06
## 7 14 8.604e+02 4.71e-12 2.44e-10 1.4e-06 3.0e+04 1.1e-05 3.65e-06
## 8 15 8.604e+02 2.36e-12 1.22e-10 6.9e-07 9.0e+04 5.6e-06 5.49e-06
## 9 16 8.604e+02 1.18e-12 6.09e-11 3.4e-07 1.8e+05 2.8e-06 5.48e-06
## 10 17 8.604e+02 5.91e-13 3.05e-11 1.7e-07 3.6e+05 1.4e-06 5.48e-06
## 11 18 8.604e+02 2.95e-13 1.52e-11 8.6e-08 7.2e+05 7.0e-07 5.48e-06
## 12 19 8.604e+02 1.49e-13 7.61e-12 4.3e-08 1.4e+06 3.5e-07 5.47e-06
## 13 20 8.604e+02 7.41e-14 3.81e-12 2.2e-08 2.9e+06 1.8e-07 5.47e-06
## 14 21 8.604e+02 3.83e-14 1.90e-12 1.1e-08 5.7e+06 8.8e-08 5.47e-06
## 15 22 8.604e+02 1.66e-14 9.52e-13 5.4e-09 1.1e+07 4.4e-08 5.47e-06
## 16 23 8.604e+02 1.03e-14 4.76e-13 2.7e-09 2.3e+07 2.2e-08 5.47e-06
## 17 24 8.604e+02 3.83e-15 2.38e-13 1.3e-09 4.6e+07 1.1e-08 5.47e-06
## 18 25 8.604e+02 2.77e-15 1.19e-13 6.7e-10 9.2e+07 5.5e-09 5.47e-06
## 19 26 8.604e+02 1.72e-15 5.95e-14 3.4e-10 1.8e+08 2.7e-09 5.47e-06
## 20 27 8.604e+02 3.96e-16 2.97e-14 1.7e-10 3.7e+08 1.4e-09 5.47e-06
## 21 28 8.604e+02 1.32e-16 1.49e-14 8.4e-11 7.4e+08 6.9e-10 5.48e-06
## 22 29 8.604e+02 1.32e-16 7.44e-15 4.2e-11 1.5e+09 3.4e-10 5.47e-06
## 23 30 8.604e+02 1.32e-16 3.72e-15 2.1e-11 2.9e+09 1.7e-10 5.48e-06
## 24 33 8.604e+02 1.32e-16 3.27e-16 1.8e-12 3.3e+10 1.5e-11 5.47e-06
## 25 34 8.604e+02 2.64e-16 6.53e-16 3.7e-12 1.6e+10 3.0e-11 5.37e-06
## 26 37 8.604e+02 1.32e-16 2.17e-16 1.2e-12 5.1e+10 1.0e-11 5.50e-06
## 27 41 8.604e+02 0.00e+00 1.71e-18 9.7e-15 6.0e+12 7.9e-14 5.13e-06
##
## ***** FALSE CONVERGENCE *****
##
## FUNCTION 8.604279e+02 RELDX 9.701e-15
## FUNC. EVALS 41 GRAD. EVALS 27
## PRELDF 1.712e-18 NPRELDF 5.131e-06
##
## I FINAL X(I) D(I) G(I)
##
## 1 4.028323e+00 1.000e+00 -1.841e-02
## 2 5.240788e-02 1.000e+00 2.492e-03
## 3 5.291656e-02 1.000e+00 1.582e-03## Warning in garch(aligned_returns, order = c(2, 0)): singular informationsummary(arch2_model)##
## Call:
## garch(x = aligned_returns, order = c(2, 0))
##
## Model:
## GARCH(2,0)
##
## Residuals:
## Min 1Q Median 3Q Max
## -7.2207 -0.5202 0.1519 0.7279 3.9817
##
## Coefficient(s):
## Estimate Std. Error t value Pr(>|t|)
## a0 4.02832 NA NA NA
## b1 0.05241 NA NA NA
## b2 0.05292 NA NA NA
##
## Diagnostic Tests:
## Jarque Bera Test
##
## data: Residuals
## X-squared = 776.88, df = 2, p-value < 2.2e-16
##
##
## Box-Ljung test
##
## data: Squared.Residuals
## X-squared = 87.793, df = 1, p-value < 2.2e-16cat("AIC of ARCH(2) model:", AIC(arch2_model), "\n")## AIC of ARCH(2) model: 2989.477Including Plots
You can also embed plots, for example:
Note that the echo = FALSE parameter was added to the
code chunk to prevent printing of the R code that generated the
plot.