1993-4 U.S. COLLEGE TUITION DATA SET Primary purpose: to explore the relationship between tuition and factors that may influence tuition levels. What variables are related to tuition?, What is a good statistical model for tuition charges? What are the limitations of the data and proposes statistical models? etc etc. The data, of mainly continuous (or almost continous) variables, records, for 1283 US colleges, variables as follows (the names are simply labels): tuition College tuition ("out-of-state" rate for those with in-state discount). pcttop25 Percent of new students from the top 25% of high school class. sf_ratio Student to faculty ratio. fac_comp Average faculty compensation. accrate Fraction of applicants accepted for admission. graduat Percent of students who graduate. pct_phd Percent of faculty with Ph.D.'s. fulltime Percent of undergraduates who are full time students. alumni Percent of alumni who donate. num_enrl Number of new students enrolled. public Is the college a public or private institution? public=0, private=1 The data set was derived from two sources: 1) U.S. News & World Report's 1995 Guide to Americas Best Colleges and 2) AAUP's (American Association of University Professors) 1994 Salary Survey. Cells in data display below for which data are not available contain a "NA" instead of a data value. In S-Plus, this stands for missing value ("Not Available" and plots etc will work -- S-Plus will simply drop the row from the data if plots etc use a variable with an NA in that column. tuition sf_ratio accrate pct_phd alumni public/private pcttop25 fac_comp graduat fulltime num_enrl 3400 NA 14.30 42300 0.682 40.00 53.00 92.85 NA 984 0 5600 27.00 32.80 NA 0.928 55.00 52.00 70.28 NA 179 1 4440 78.00 18.90 47700 0.660 51.00 72.00 87.81 8.00 570 0 3000 NA 18.70 NA 0.705 15.00 48.00 90.91 NA 1278 0 6300 57.00 16.70 54600 0.900 69.00 85.00 90.46 18.00 3070 0 2600 6.00 16.50 NA 1.000 36.00 64.00 47.02 NA 644 0 4104 46.00 25.30 54800 0.735 50.00 94.00 63.21 3.00 1686 0 11660 88.00 14.00 52300 0.730 72.00 74.00 86.92 34.00 287 1 2970 40.00 19.40 50300 0.646 76.00 62.00 78.49 5.00 625 0 8080 47.00 11.40 36600 0.855 44.00 63.00 81.02 9.00 127 1 2610 NA 20.10 49300 0.868 33.00 66.00 77.77 6.00 887 0 5780 30.00 17.90 NA 0.728 43.00 70.00 89.18 27.00 137 1 1740 NA 18.80 36300 0.794 36.00 58.00 92.50 4.00 444 0 9550 24.00 14.10 34200 0.981 58.00 64.00 58.35 18.00 222 1 4000 NA 16.70 NA 0.622 15.00 35.00 85.85 2.00 242 1 6550 NA 15.10 55400 NA NA 58.00 26.92 13.00 1725 0 6150 54.00 16.60 36300 0.732 52.00 59.00 82.48 4.00 269 1 4860 47.00 17.40 50300 0.909 43.00 103.0 90.00 16.00 243 0 3811 39.00 14.60 43600 0.940 NA 71.00 83.43 28.00 1268 0 5504 75.00 17.70 46000 0.621 73.00 71.00 93.62 37.00 806 1 7115 53.00 14.30 56100 0.865 34.00 91.00 69.96 NA 1891 0 6639 NA 14.50 36200 0.638 NA 52.00 90.70 12.00 385 1 8236 76.00 14.70 57800 0.830 61.00 74.00 88.04 17.00 691 1 5130 85.00 23.10 63700 0.727 69.00 89.00 91.88 29.00 6392 0 5700 NA 17.90 37500 0.999 NA 55.00 92.98 NA 769 1 13600 70.00 15.60 72500 0.695 66.00 93.00 94.46 13.00 886 1 11478 NA 14.40 44900 0.898 70.00 80.00 80.79 23.00 230 1 4460 NA 14.30 33500 0.976 47.00 47.00 97.52 NA 248 1 13400 59.00 10.90 NA 0.696 71.00 68.00 NA 43.00 67 1 5666 60.00 15.50 NA 0.340 46.00 56.00 88.41 7.00 335 1 2883 67.00 23.00 42600 0.871 48.00 50.00 81.44 NA 824 0 6735 59.00 12.20 38700 0.806 65.00 70.00 95.15 7.00 611 1 5424 57.00 17.30 58000 0.787 50.00 80.00 89.60 29.00 2682 0 4440 35.00 6.70 58700 0.701 33.00 96.00 59.70 16.00 938 0 4960 57.00 12.70 54800 0.695 38.00 83.00 44.55 12.00 445 0 3108 NA 13.30 50400 0.906 43.00 80.00 71.86 NA 1047 0 7560 44.00 11.90 48700 0.756 15.00 76.00 22.27 2.00 55 1 5226 NA 10.00 67700 0.771 NA 67.00 46.23 8.00 928 0 5226 24.00 9.50 55900 0.801 39.00 39.00 21.02 NA 89 0 6870 NA 14.20 36300 0.791 81.00 56.00 75.03 NA 169 1 7434 49.00 18.90 59300 0.805 48.00 88.00 74.87 5.00 3761 0 6746 48.00 21.70 50700 0.837 41.00 78.00 80.75 7.00 1973 0 7434 57.00 19.60 64500 0.869 49.00 91.00 81.57 NA 4529 0 3552 NA 42.60 42800 0.961 NA 54.00 92.71 NA 662 0 3216 NA 16.20 41900 0.938 NA 47.00 74.58 NA 744 0 8644 74.00 12.60 48800 0.472 54.00 79.00 74.44 24.00 166 1 3460 52.00 19.60 47100 0.997 48.00 57.00 79.32 5.00 951 0 3720 NA 20.00 49800 0.980 39.00 71.00 80.86 9.00 1488 0 3274 47.00 20.50 48200 0.863 36.00 71.00 86.87 10.00 1792 0 4800 55.00 12.80 39100 0.986 NA 49.00 90.62 NA 126 1 2880 47.00 19.00 47700 1.000 68.00 58.00 74.69 12.00 771 0 8800 87.00 13.10 56200 0.876 63.00 82.00 99.38 26.00 274 1 6398 53.00 13.30 42600 0.669 75.00 68.00 90.66 19.00 284 1 5352 NA 14.70 50400 0.749 19.00 61.00 58.64 4.00 1194 0 6530 73.00 13.30 43500 0.849 65.00 63.00 95.55 10.00 450 1 2370 23.00 18.10 NA 1.000 NA 41.00 74.57 NA 222 1 3952 34.00 18.00 33100 0.955 NA 62.00 83.99 NA 131 1 2340 45.00 17.00 45300 1.000 33.00 40.00 89.20 NA 499 0 5028 65.00 14.80 55000 0.961 39.00 73.00 86.70 10.00 2133 0 15500 56.00 12.80 48800 0.878 NA 47.00 94.34 7.00 504 1 11388 NA 16.60 46400 0.801 36.00 67.00 94.88 15.00 459 1 6370 44.00 13.00 NA 0.851 43.00 56.00 83.97 NA 157 1 16695 100.0 6.50 107500 0.265 83.00 100.0 NA 36.00 210 1 12950 52.00 12.40 50700 0.439 60.00 72.00 76.76 17.00 247 1 8990 NA 19.90 69000 0.746 56.00 88.00 64.52 NA 1470 0 8803 NA 20.50 69900 0.329 47.00 NA 69.44 NA 1126 0 8233 NA 20.30 68500 0.754 48.00 80.00 NA NA 2576 0 7454 NA 20.40 NA 0.491 49.00 53.00 64.18 NA 1268 0 8820 NA 18.10 70500 0.800 24.00 90.00 63.34 NA 428 0 7380 73.00 19.80 72100 0.489 59.00 72.00 90.19 13.00 1650 0 5904 60.00 18.50 70700 0.654 50.00 73.00 73.51 7.00 1566 0 5904 75.00 18.90 70700 0.814 63.00 NA 89.80 5.00 1278 0 5226 NA 13.70 67000 0.774 NA 48.00 37.08 6.00 1162 0 7706 60.00 21.20 69900 0.726 61.00 90.00 91.50 8.00 1483 0 9979 NA 16.40 68800 0.632 65.00 80.00 89.26 4.00 565 0 9096 NA 19.20 NA 0.696 47.00 79.00 62.71 3.00 1234 0 8384 70.00 19.50 69300 0.747 41.00 87.00 74.72 7.00 2151 0 5904 33.00 20.30 NA 0.695 43.00 NA 67.36 NA 2157 0 8964 NA 17.40 NA 0.657 55.00 75.00 68.92 1.00 1259 0 8820 NA 17.40 66900 0.786 46.00 72.00 66.46 6.00 1420 0 7830 84.00 16.10 69900 0.360 40.00 79.00 77.10 1.00 557 0 8868 NA 15.30 NA 0.797 NA 89.00 63.31 9.00 461 0 11760 NA 15.70 NA 0.522 23.00 90.00 77.96 NA 51 1 16624 48.00 12.80 65600 0.804 47.00 72.00 88.83 6.00 351 1 13592 64.00 14.20 75400 0.706 84.00 84.00 89.08 10.00 753 1 17000 93.00 9.60 75100 0.412 87.00 99.00 99.89 52.00 227 1 17230 100.0 8.20 80500 0.415 100.0 100.0 99.24 46.00 178 1 17688 73.00 10.40 69500 0.556 73.00 100.0 96.15 11.00 220 1 17720 98.00 8.90 70800 0.372 91.00 94.00 NA 47.00 390 1 17238 83.00 8.20 65800 0.739 73.00 95.00 98.78 41.00 139 1 12600 42.00 10.40 53500 0.767 43.00 77.00 60.17 7.00 97 1 11480 NA 7.80 41300 0.609 44.00 75.00 46.27 41.00 43 1 12790 NA 11.60 NA 0.812 50.00 56.00 81.20 29.00 75 1 12180 NA 12.60 NA 0.804 49.00 69.00 79.93 14.00 325 1 13540 38.00 14.10 49400 0.607 47.00 66.00 48.46 23.00 226 1 13975 NA 15.40 NA 0.873 NA 46.00 98.40 5.00 115 1 14100 66.00 10.30 61200 0.783 64.00 NA 94.78 24.00 132 1 12474 90.00 11.90 NA 0.817 72.00 53.00 69.04 19.00 113 1 16560 81.00 10.50 62100 0.568 79.00 91.00 97.97 30.00 370 1 6500 41.00 10.70 NA 0.850 67.00 38.00 71.50 6.00 89 1 9900 87.00 10.50 44700 0.792 54.00 59.00 91.79 14.00 146 1 11925 48.00 12.30 40300 0.711 69.00 48.00 90.45 12.00 385 1 10178 43.00 16.10 54900 0.849 54.00 71.00 89.70 19.00 428 1 18200 96.00 11.60 82900 0.533 66.00 95.00 79.92 13.00 680 1 4128 NA 17.30 53700 1.000 NA 42.00 69.75 NA 952 0 4104 NA 20.60 46300 1.000 8.00 75.00 41.66 1.00 1108 0 9520 38.00 18.60 NA 0.883 43.00 63.00 86.06 11.00 193 1 13332 80.00 16.10 61800 0.610 78.00 88.00 91.34 17.00 465 1 18669 97.00 9.70 100000 0.215 96.00 NA NA 25.00 1616 1 11648 100.0 15.80 79900 0.415 78.00 93.00 90.46 10.00 3215 0 7699 100.0 14.50 68900 0.697 76.00 NA 89.10 11.00 3124 0 12024 100.0 16.10 70500 0.686 66.00 96.00 93.62 11.00 2478 0 7689 100.0 11.80 74800 0.471 77.00 97.00 94.52 9.00 3591 0 7699 100.0 13.40 63200 0.772 62.00 98.00 96.31 8.00 1470 0 7699 100.0 13.90 73200 0.590 66.00 100.0 95.08 6.00 2481 0 11218 100.0 18.90 71100 0.849 69.00 96.00 95.76 6.00 3239 0 7699 100.0 21.30 66000 0.796 59.00 94.00 93.49 10.00 1717 0 16530 63.00 8.90 61000 0.814 73.00 81.00 46.31 25.00 306 1 13226 48.00 13.60 68000 0.746 62.00 86.00 88.70 8.00 538 1 13584 73.00 13.90 72900 0.691 100.0 88.00 96.82 19.00 888 1 17230 71.00 11.40 82500 0.695 68.00 90.00 90.27 10.00 2477 1 16320 66.00 11.20 57000 0.812 65.00 87.00 89.91 14.00 582 1 9200 NA 16.80 38800 0.846 51.00 23.00 95.71 14.00 118 1 14320 72.00 14.90 52600 0.751 87.00 77.00 99.30 17.00 351 0 16249 63.00 13.60 64200 0.636 52.00 84.00 97.63 29.00 344 1 13020 NA 13.50 47800 0.897 54.00 28.00 80.02 2.00 111 1 1672 44.00 27.90 44400 0.835 60.00 63.00 89.23 NA 569 0 17142 87.00 11.30 66500 0.492 84.00 85.00 99.63 51.00 490 1 7731 37.00 21.50 45800 0.725 40.00 75.00 84.96 8.00 1697 0 8412 65.00 19.20 61700 0.666 59.00 87.00 89.53 10.00 2194 0 6198 35.00 19.10 46000 0.821 46.00 89.00 88.64 6.00 1123 0 5016 18.00 28.80 41000 0.919 59.00 48.00 79.21 12.00 891 0 5790 23.00 21.10 49800 0.847 25.00 75.00 53.86 14.00 1662 0 12700 NA 14.80 52700 0.817 53.00 90.00 97.69 15.00 308 1 7100 34.00 19.40 46800 0.884 36.00 63.00 84.63 0.00 605 0 12563 65.00 19.90 64900 0.663 66.00 90.00 92.30 NA 3436 0 15192 60.00 15.90 62000 0.673 67.00 84.00 82.80 21.00 580 1 5918 24.00 19.40 49000 0.601 52.00 76.00 94.07 4.00 604 0 13290 45.00 11.50 39300 0.963 63.00 90.00 64.40 26.00 103 1 5962 24.00 16.70 68000 0.609 49.00 69.00 62.23 4.00 902 0 18740 93.00 10.70 65400 0.509 91.00 86.00 87.54 40.00 438 1 5962 23.00 15.50 77800 0.605 NA 69.00 60.23 NA 528 0 15000 66.00 15.10 72100 0.699 94.00 86.00 74.21 30.00 781 1 10600 11.00 15.60 59600 0.855 79.00 79.00 42.44 6.00 336 1 11300 26.00 12.20 NA 0.861 NA 30.00 30.93 2.00 92 1 12030 45.00 12.00 70100 0.580 86.00 63.00 78.94 33.00 806 1 11070 51.00 14.80 55300 0.822 82.00 71.00 47.47 16.00 509 1 5962 14.00 15.80 67800 0.688 45.00 62.00 70.39 8.00 1044 0 12200 52.00 11.20 51700 0.825 76.00 87.00 43.27 32.00 96 1 18810 84.00 10.40 70400 0.588 91.00 91.00 87.68 48.00 478 1 12500 36.00 7.90 55300 0.737 51.00 76.00 62.81 NA 153 1 14220 26.00 10.70 55800 0.795 66.00 61.00 72.70 9.00 1194 1 19130 86.00 12.10 76100 0.413 92.00 90.00 99.01 39.00 712 1 5962 50.00 16.90 71400 0.687 50.00 71.00 64.37 14.00 564 0 19840 99.00 5.80 86300 0.229 99.00 96.00 98.43 49.00 1317 1 4878 NA 13.70 51500 0.707 26.00 60.00 NA NA 764 0 6120 27.00 27.60 52800 0.739 36.00 25.00 46.08 4.00 284 1 10220 57.00 18.30 72100 0.728 75.00 82.00 75.76 15.00 3252 1 9890 25.00 14.40 45600 0.823 84.00 52.00 66.06 15.00 350 1 15934 77.00 13.60 67300 0.778 69.00 NA 83.89 9.00 1048 1 8400 52.00 12.10 41600 0.900 52.00 10.00 46.00 24.00 35 1 13712 49.00 9.30 57000 0.835 75.00 90.00 91.10 18.00 505 1 4700 NA 6.60 63700 0.782 NA 58.00 87.46 17.00 392 1 17450 71.00 7.60 73300 0.643 72.00 92.00 78.82 15.00 1492 1 18300 93.00 7.20 78500 0.259 95.00 91.00 93.54 27.00 1390 1 7128 NA 7.50 58700 0.324 46.00 78.00 88.47 4.00 1666 1 13780 35.00 5.70 41300 0.470 NA 84.00 59.53 20.00 61 1 11412 49.00 8.30 41500 0.765 96.00 89.00 32.59 37.00 100 1 11290 45.00 12.60 47700 0.792 72.00 76.00 36.55 11.00 279 1 5188 30.00 13.80 NA 0.699 58.00 48.00 96.29 9.00 542 1 9600 30.00 23.20 48000 0.752 33.00 NA 70.01 6.00 236 1 13900 74.00 10.60 NA 0.812 57.00 90.00 88.88 7.00 523 1 5200 NA 15.10 NA 0.969 NA 55.00 90.49 12.00 101 1 7800 40.00 16.50 44600 0.820 44.00 37.00 84.79 4.00 958 1 6651 40.00 11.80 54000 0.594 NA 87.00 85.39 NA 1463 0 6700 NA 15.60 60100 0.657 48.00 90.00 48.48 2.00 826 0 4160 NA 17.10 NA 0.750 35.00 38.00 88.17 3.00 557 1 15360 65.00 12.80 56300 0.780 59.00 82.00 98.34 26.00 366 1 8025 44.00 17.40 46300 0.753 68.00 65.00 60.82 10.00 374 1 6680 90.00 23.10 61600 0.745 58.00 80.00 85.36 15.00 3023 0 9600 34.00 12.10 NA 0.750 NA 61.00 75.06 20.00 305 1 13900 NA 19.00 NA 0.740 65.00 69.00 86.21 8.00 315 1 8550 NA 20.40 NA 0.751 23.00 90.00 60.81 18.00 257 1 16425 55.00 13.30 56400 0.648 90.00 81.00 61.32 23.00 382 1 9150 NA 72.40 NA 0.690 NA 47.00 47.68 2.00 201 1 12315 69.00 12.50 60500 0.788 73.00 85.00 96.04 24.00 489 1 7090 85.00 13.40 65300 0.710 66.00 88.00 88.16 20.00 3623 0 16500 69.00 5.90 65900 0.756 59.00 82.00 89.86 17.00 1643 1 6760 63.00 17.00 59100 0.616 47.00 84.00 57.40 7.00 1876 0 11690 NA 13.90 49700 0.710 NA NA 82.89 NA 325 1 5590 27.00 15.10 NA 0.511 90.00 53.00 74.83 4.00 79 1 12960 89.00 7.70 52800 0.837 59.00 92.00 89.01 37.00 137 1 4535 22.00 17.00 48400 0.751 62.00 65.00 86.38 NA 580 0 5604 NA 10.50 43400 0.839 88.00 45.00 53.90 NA 1263 0 7908 NA 14.90 NA 0.555 53.00 63.00 97.00 NA 790 1 4266 NA 18.90 48900 0.798 38.00 65.00 61.39 10.00 870 0 8050 68.00 16.30 50900 0.657 63.00 80.00 97.06 17.00 480 1 9592 41.00 13.70 NA 0.747 49.00 71.00 65.69 12.00 158 1 4371 26.00 12.60 NA 0.855 18.00 62.00 61.62 10.00 1202 1 2763 NA 16.50 51500 0.779 32.00 61.00 62.33 9.00 774 0 17600 97.00 5.00 75300 0.490 96.00 97.00 96.65 28.00 1236 1 2682 NA 13.90 48700 0.705 39.00 59.00 89.60 NA 649 0 6489 99.00 19.30 71100 0.578 70.00 92.00 92.88 33.00 2276 0 4023 NA 17.30 51100 0.771 36.00 52.00 63.47 20.00 297 0 4571 NA 19.70 45300 0.647 46.00 60.00 91.89 15.00 3034 0 4158 NA 18.10 NA 0.833 26.00 50.00 78.26 NA 330 0 6744 24.00 19.00 62400 0.617 34.00 87.00 46.06 10.00 1238 0 2844 NA 19.80 50600 0.759 21.00 62.00 49.46 10.00 1161 0 6987 35.00 12.50 NA 0.733 75.00 77.00 62.31 12.00 177 1 11985 70.00 9.20 54000 0.730 91.00 93.00 70.02 15.00 564 1 7050 66.00 17.80 NA 0.453 83.00 71.00 94.91 10.00 722 1 6770 NA 15.70 NA 0.234 21.00 49.00 93.34 NA 595 1 4145 45.00 17.50 NA 0.668 53.00 60.00 86.49 NA 775 0 12900 87.00 13.10 54600 0.819 67.00 91.00 67.10 27.00 186 1 5460 NA 10.90 NA 0.481 27.00 48.00 85.86 NA 225 1 5640 40.00 13.20 NA 0.848 31.00 89.00 91.05 17.00 127 1 3200 39.00 19.00 NA 0.851 48.00 60.00 85.24 NA 726 0 7210 70.00 13.20 37900 0.824 58.00 62.00 90.95 18.00 165 1 7000 83.00 12.50 NA 0.333 65.00 73.00 94.85 18.00 443 1 6072 36.00 16.80 NA NA 54.00 48.00 90.50 28.00 182 1 5697 79.00 14.70 60700 0.702 63.00 88.00 87.68 22.00 3320 0 4617 NA 20.00 50000 0.884 45.00 67.00 80.84 8.00 1586 0 11500 NA 7.60 NA 0.941 52.00 68.00 89.25 20.00 109 1 4650 NA 19.20 50200 0.710 40.00 59.00 79.38 10.00 1331 0 4457 NA 21.40 47900 0.957 52.00 70.00 74.82 7.00 829 0 10600 NA 14.10 NA 0.879 NA 63.00 39.90 NA 103 1 1780 42.00 16.80 NA 0.513 NA 64.00 98.87 NA 428 1 4460 69.00 11.80 71900 0.727 54.00 85.00 82.06 6.00 1627 0 2093 NA 17.00 49800 0.851 25.00 59.00 61.19 8.00 1888 0 13500 62.00 9.40 42800 0.816 55.00 67.00 94.30 11.00 158 1 4500 40.00 16.50 47100 0.818 33.00 67.00 72.66 7.00 1137 0 5120 NA 12.10 43600 0.550 44.00 60.00 61.07 NA 428 0 9840 52.00 14.80 44800 0.834 58.00 59.00 94.89 20.00 385 1 5962 49.00 13.50 55000 0.893 45.00 82.00 83.50 18.00 1337 0 13353 69.00 12.70 51700 0.882 71.00 78.00 98.09 40.00 497 1 10250 NA 9.10 44700 0.904 56.00 NA 50.43 19.00 127 1 9690 36.00 9.70 47400 0.736 71.00 57.00 63.00 35.00 111 1 6500 55.00 14.30 37000 0.672 51.00 76.00 93.97 53.00 156 1 10870 58.00 14.40 52900 0.906 85.00 75.00 87.57 21.00 1061 1 9810 56.00 17.50 48900 0.723 80.00 52.00 76.49 18.00 160 1 7310 NA 13.40 44600 0.893 41.00 18.00 70.90 NA 1117 1 9216 56.00 12.10 43500 0.763 75.00 56.00 88.96 13.00 186 1 11214 58.00 16.10 64800 0.737 63.00 69.00 62.00 25.00 1227 1 5710 38.00 16.20 42800 0.760 76.00 62.00 91.56 5.00 1565 0 10955 56.00 10.60 43800 0.811 53.00 62.00 96.80 31.00 113 1 10310 46.00 14.30 42200 0.759 60.00 57.00 93.57 16.00 194 1 8050 63.00 15.60 50200 0.880 52.00 75.00 97.01 30.00 262 1 14550 77.00 12.30 63600 0.774 56.00 80.00 75.33 26.00 478 1 7799 35.00 21.00 54100 0.771 54.00 77.00 89.60 16.00 2408 0 5706 27.00 15.10 45500 0.722 21.00 78.00 54.16 NA 631 0 5544 37.00 15.60 39900 0.484 18.00 47.00 62.77 NA 777 0 14360 86.00 12.90 57200 0.440 83.00 77.00 98.75 34.00 471 1 9414 30.00 10.60 43800 0.728 56.00 34.00 89.18 30.00 137 1 6900 15.00 15.90 37700 1.000 80.00 24.00 91.11 NA 121 1 15747 77.00 12.70 54400 0.813 79.00 88.00 97.58 33.00 286 1 16880 70.00 10.70 66200 0.652 77.00 91.00 97.98 19.00 271 1 10560 31.00 14.30 43700 0.910 61.00 36.00 60.64 10.00 395 1 11500 55.00 6.20 70100 0.827 65.00 94.00 60.55 15.00 868 1 9620 29.00 10.80 31800 0.754 59.00 49.00 90.88 33.00 177 1 7680 43.00 17.70 46700 0.554 52.00 70.00 55.00 21.00 119 1 11910 62.00 11.40 47200 0.873 75.00 60.00 94.95 25.00 456 1 13000 57.00 11.60 46400 0.837 56.00 91.00 98.39 43.00 204 1 9090 48.00 18.30 40500 0.676 71.00 62.00 83.24 2.00 279 1 11718 64.00 16.40 49700 0.784 76.00 73.00 63.10 33.00 308 1 12580 39.00 13.10 43100 0.776 74.00 76.00 84.93 24.00 176 1 7799 37.00 17.30 51500 0.674 56.00 73.00 88.22 11.00 2397 0 16404 98.00 6.80 86800 0.423 92.00 96.00 99.40 25.00 1902 1 7700 58.00 14.60 39500 0.944 54.00 39.00 83.69 NA 388 1 12816 45.00 9.60 49000 0.873 90.00 NA 96.28 23.00 129 1 10100 66.00 16.30 42700 0.690 80.00 69.00 93.70 32.00 297 1 12305 37.00 12.30 NA 0.854 NA 57.00 71.36 33.00 196 1 8580 40.00 12.20 53100 0.870 77.00 75.00 36.94 13.00 218 1 10950 53.00 12.90 46800 0.740 81.00 79.00 69.88 30.00 141 1 6953 NA 14.90 50000 NA 44.00 71.00 87.16 6.00 2158 0 5472 40.00 16.50 53100 0.864 43.00 76.00 70.39 8.00 994 0 10500 47.00 11.60 51100 0.919 75.00 81.00 70.19 29.00 269 1 10860 65.00 13.70 53100 0.824 55.00 87.00 69.70 15.00 295 1 9600 82.00 21.90 37700 0.634 28.00 54.00 94.34 NA 317 1 18930 94.00 5.30 91600 0.472 90.00 99.00 98.85 36.00 922 1 7560 88.00 17.40 65900 0.780 81.00 87.00 96.54 13.00 5705 0 7230 50.00 10.00 59600 0.683 34.00 82.00 82.26 6.00 2710 0 5706 24.00 17.20 49300 0.774 55.00 77.00 86.15 NA 1563 0 11480 84.00 12.70 57400 0.642 85.00 81.00 97.52 40.00 548 1 10100 40.00 12.10 43700 0.747 59.00 48.00 86.62 14.00 423 1 7244 50.00 17.70 50100 0.845 51.00 69.00 87.98 25.00 3849 0 9300 37.00 14.60 37600 0.838 NA 51.00 64.58 38.00 267 1 13130 68.00 10.90 54400 0.862 83.00 77.00 94.63 29.00 700 1 14300 80.00 11.10 58700 0.830 82.00 78.00 98.22 31.00 495 1 15036 63.00 10.60 55100 0.741 78.00 90.00 98.75 46.00 274 1 11800 67.00 15.80 49600 0.776 77.00 60.00 86.24 26.00 694 1 10390 72.00 12.50 47700 0.786 60.00 54.00 92.51 37.00 281 1 9420 51.00 9.90 41800 0.900 72.00 51.00 84.57 46.00 221 1 8958 46.00 15.30 39500 0.781 64.00 53.00 84.54 26.00 167 1 8200 65.00 10.60 52400 0.832 64.00 84.00 98.56 26.00 317 1 9950 46.00 11.80 44400 0.956 47.00 76.00 91.90 25.00 125 1 11120 51.00 11.10 46900 0.858 69.00 55.00 46.26 23.00 388 1 8120 47.00 15.40 NA 0.770 NA 40.00 44.21 15.00 167 1 4973 25.00 22.00 49100 0.897 38.00 56.00 59.03 21.00 1292 0 9766 72.00 21.30 68500 0.798 68.00 77.00 90.11 24.00 5873 0 6140 24.00 13.80 44300 1.000 24.00 52.00 42.15 29.00 616 0 5170 32.00 16.00 50300 0.936 41.00 67.00 45.71 NA 1714 0 8490 27.00 10.40 59900 0.789 25.00 69.00 45.19 39.00 2301 0 6140 26.00 14.70 50400 0.980 23.00 60.00 35.49 31.00 723 0 6140 18.00 18.20 52200 0.789 33.00 56.00 50.83 5.00 907 0 6594 30.00 14.40 53700 0.833 33.00 69.00 45.25 17.00 980 0 6140 NA 16.70 54000 0.993 33.00 76.00 50.63 22.00 911 0 10440 63.00 11.80 42000 0.799 64.00 63.00 94.69 20.00 239 1 9990 42.00 10.40 41100 0.704 61.00 38.00 68.37 NA 238 1 9210 48.00 39.80 41800 0.576 34.00 49.00 77.59 15.00 366 1 7260 35.00 11.50 32800 0.939 62.00 41.00 78.27 NA 275 1 9556 60.00 18.20 72200 0.860 67.00 86.00 86.57 15.00 5874 0 5521 NA NA 53000 NA NA NA 47.79 NA NA 0 13380 93.00 13.60 71500 0.554 97.00 91.00 NA 42.00 381 1 8670 36.00 12.50 37300 0.779 48.00 43.00 67.50 4.00 85 1 11200 42.00 14.80 44300 0.743 67.00 55.00 78.59 19.00 225 1 3960 24.00 10.60 35300 0.902 NA 37.00 42.84 NA 176 1 10300 50.00 10.20 29000 0.867 75.00 44.00 30.75 37.00 88 1 12730 60.00 9.90 50500 0.827 98.00 74.00 98.15 31.00 393 1 6004 44.00 4.90 37600 0.638 NA 67.00 NA 23.00 36 1 10965 80.00 14.20 48000 0.617 98.00 60.00 95.59 32.00 437 1 9456 40.00 12.80 41500 0.873 65.00 53.00 90.89 24.00 276 1 16850 96.00 13.10 78700 0.481 97.00 96.00 99.61 46.00 1906 1 11800 81.00 14.20 54800 0.832 95.00 87.00 92.66 23.00 520 1 12925 76.00 9.90 63700 0.779 72.00 78.00 99.38 55.00 256 1 10260 44.00 13.10 39800 0.895 58.00 39.00 63.18 26.00 155 1 13306 70.00 8.80 48600 0.800 78.00 62.00 81.35 10.00 285 1 10938 65.00 13.50 48300 0.867 67.00 76.00 97.13 29.00 401 1 10740 45.00 11.00 40700 0.739 74.00 67.00 63.31 27.00 167 1 13925 60.00 12.70 57000 0.738 67.00 73.00 84.61 32.00 275 1 15248 68.00 12.20 57400 0.864 64.00 71.00 99.13 31.00 383 1 9800 50.00 12.50 47200 0.930 87.00 61.00 94.93 17.00 328 1 13420 65.00 15.00 60000 0.919 77.00 88.00 82.07 24.00 839 1 9100 41.00 23.60 41800 0.746 47.00 51.00 30.39 24.00 242 1 9820 36.00 12.60 41600 0.955 32.00 32.00 74.29 NA 233 1 15688 91.00 9.50 63800 0.681 83.00 88.00 97.80 54.00 432 1 7550 59.00 19.20 66600 0.881 65.00 81.00 91.59 22.00 3441 0 9850 44.00 17.20 NA 0.657 NA 45.00 56.87 NA 127 1 11200 39.00 14.20 44500 0.782 70.00 61.00 90.73 24.00 527 1 13240 72.00 13.80 53100 0.899 77.00 73.00 96.39 38.00 587 1 9980 NA 12.30 NA 0.741 69.00 44.00 66.10 10.00 93 1 10520 36.00 13.00 42500 0.910 56.00 48.00 80.65 32.00 239 1 10500 49.00 11.30 40500 0.861 64.00 44.00 59.79 30.00 159 1 9900 33.00 13.60 37300 0.874 21.00 32.00 80.53 43.00 95 1 9900 56.00 14.90 43400 0.943 68.00 68.00 95.24 34.00 366 1 11250 57.00 15.80 50400 0.858 70.00 66.00 64.96 36.00 300 1 10450 48.00 14.10 45000 0.800 70.00 56.00 77.52 16.00 276 1 6197 52.00 16.30 56100 0.815 77.00 78.00 87.50 26.00 1853 0 10430 39.00 16.50 39600 0.969 45.00 85.00 83.48 18.00 137 1 8149 52.00 13.10 72300 0.870 62.00 NA 84.26 37.00 3262 0 8840 35.00 17.40 36600 0.682 78.00 69.00 56.08 19.00 192 1 11600 66.00 12.40 45100 0.872 67.00 66.00 92.50 37.00 345 1 9980 18.00 12.00 35900 0.678 51.00 46.00 80.71 NA 123 1 10000 33.00 13.30 36300 0.902 40.00 35.00 85.48 NA 140 1 8620 47.00 11.00 39700 0.802 65.00 58.00 67.28 21.00 206 1 8740 41.00 11.60 35000 0.929 48.00 62.00 91.93 29.00 200 1 8540 42.00 8.80 35800 0.911 56.00 61.00 84.17 32.00 122 1 4869 33.00 18.10 47400 1.000 44.00 65.00 83.76 NA 806 0 8516 24.00 25.00 NA 0.771 49.00 55.00 87.29 19.00 172 1 5424 30.00 23.20 47700 0.925 58.00 52.00 89.96 NA 813 0 5401 79.00 19.30 47100 1.000 50.00 72.00 87.06 4.00 853 0 6995 55.00 18.50 55400 0.693 54.00 76.00 86.91 22.00 2833 0 8400 40.00 12.40 34000 0.976 68.00 63.00 64.75 14.00 148 1 7950 32.00 9.80 34200 0.698 48.00 54.00 80.77 45.00 93 1 7250 19.00 14.50 33800 0.639 46.00 47.00 93.73 19.00 236 1 7200 66.00 11.80 38000 0.728 52.00 56.00 77.42 12.00 75 1 7800 60.00 8.20 33500 0.839 53.00 50.00 51.41 45.00 66 1 8280 43.00 16.10 NA 0.779 36.00 50.00 82.59 29.00 127 1 7850 41.00 10.00 32600 0.712 53.00 55.00 91.24 15.00 109 1 6994 50.00 13.70 60300 0.648 57.00 88.00 91.44 17.00 3681 0 4774 36.00 13.80 56100 0.980 53.00 82.00 53.86 NA 560 0 6994 39.00 20.40 51400 0.771 32.00 82.00 56.31 17.00 896 0 3800 45.00 19.40 NA 0.517 31.00 56.00 95.85 NA 289 1 8988 56.00 12.10 NA 0.792 NA 61.00 96.61 36.00 280 1 8840 63.00 13.10 48200 0.876 84.00 74.00 66.44 31.00 308 1 7500 42.00 10.10 35700 0.847 56.00 49.00 64.48 57.00 99 1 6060 55.00 17.70 34700 0.692 49.00 62.00 83.56 13.00 298 1 8400 45.00 10.60 36300 0.710 89.00 50.00 69.13 40.00 97 1 11850 82.00 11.40 53200 0.877 74.00 95.00 99.26 60.00 288 1 6230 47.00 13.00 35500 0.793 63.00 42.00 91.46 4.00 398 1 4700 NA 19.80 55500 0.943 39.00 82.00 76.99 NA 2445 0 8100 55.00 13.30 42000 0.953 55.00 73.00 95.68 28.00 286 1 4120 22.00 15.00 47400 0.582 19.00 60.00 63.28 NA 424 0 8000 49.00 11.30 40500 0.851 62.00 57.00 84.55 32.00 175 1 6600 NA 19.30 34900 0.794 NA 32.00 85.98 NA 382 1 4740 NA 19.90 47200 0.883 52.00 58.00 86.62 8.00 1300 0 4738 55.00 20.20 50300 0.858 52.00 72.00 86.21 27.00 1190 0 6000 48.00 13.40 36700 0.990 61.00 48.00 88.85 14.00 169 1 10900 81.00 12.10 52100 0.960 70.00 81.00 94.44 41.00 244 1 7800 45.00 14.10 33500 0.793 64.00 60.00 89.04 9.00 177 1 6640 NA 12.20 62800 0.732 52.00 95.00 85.19 12.00 2675 0 6540 33.00 11.10 58400 0.640 31.00 84.00 61.36 24.00 1823 0 9490 NA 10.50 38200 0.735 66.00 65.00 60.10 18.00 218 1 4961 NA 19.10 52400 0.734 45.00 66.00 77.91 10.00 2082 0 8950 55.00 11.30 51200 0.877 66.00 86.00 94.63 25.00 210 1 6700 88.00 14.10 40600 0.689 61.00 52.00 97.16 12.00 651 1 4572 NA 21.80 41200 0.940 36.00 65.00 78.62 NA 1092 0 1044 65.00 24.60 39100 0.726 58.00 46.00 96.18 NA 1900 0 5150 61.00 10.50 44000 0.523 59.00 64.00 85.23 11.00 212 1 3957 45.00 20.00 46700 0.894 45.00 66.00 78.67 13.00 1525 0 5925 57.00 15.90 55900 0.833 37.00 83.00 81.24 11.00 3079 0 4990 NA 18.10 45800 0.956 35.00 62.00 62.03 NA 500 0 5154 NA 17.90 48300 0.889 19.00 75.00 69.13 11.00 1501 0 11100 80.00 11.70 58700 0.898 53.00 77.00 78.26 14.00 719 1 3450 NA 21.10 44600 0.983 34.00 69.00 82.05 12.00 1525 0 3804 41.00 20.60 41800 0.950 21.00 57.00 83.63 17.00 1840 0 4040 NA 29.50 40300 1.000 33.00 67.00 74.47 11.00 1330 0 4400 NA 16.10 38500 0.882 73.00 72.00 58.81 NA 171 1 3854 NA 24.30 42100 1.000 29.00 61.00 81.60 13.00 2297 0 3009 30.00 19.60 38700 1.000 35.00 62.00 72.78 NA 490 0 19040 75.00 9.10 69900 0.729 74.00 98.00 76.31 21.00 1223 1 4898 NA 22.70 48300 0.989 30.00 63.00 78.52 9.00 2664 0 6900 61.00 14.40 41300 0.913 49.00 67.00 94.39 20.00 695 1 6600 40.00 15.20 44000 0.826 35.00 67.00 65.94 11.00 235 0 25180 90.00 9.80 63500 0.445 93.00 79.00 NA 40.00 577 1 19030 100.0 11.20 68200 0.304 96.00 93.00 99.47 52.00 418 1 18930 84.00 10.20 62900 0.463 91.00 83.00 98.01 41.00 456 1 6810 48.00 15.90 49600 0.665 59.00 67.00 84.71 26.00 438 0 4800 28.00 15.00 45600 0.747 38.00 65.00 72.85 NA 104 0 7800 30.00 22.00 37400 0.902 84.00 36.00 57.39 4.00 361 1 11450 54.00 11.40 43400 0.620 64.00 72.00 83.76 13.00 265 1 9985 33.00 27.20 37000 0.819 85.00 53.00 24.59 8.00 217 1 8850 65.00 21.80 37400 0.876 75.00 29.00 48.50 NA 139 1 7975 52.00 14.50 56600 0.872 56.00 93.00 80.41 NA 1741 0 6600 45.00 15.10 46200 0.837 64.00 46.00 66.63 4.00 172 0 4869 NA 22.00 51500 0.537 17.00 57.00 66.68 5.00 407 0 2700 61.00 17.20 NA 0.615 NA 34.00 94.92 NA 223 1 11180 61.00 11.50 41900 0.779 75.00 64.00 25.17 32.00 177 1 14710 NA 10.20 NA 0.622 59.00 69.00 63.77 9.00 634 1 9500 34.00 13.90 32900 0.736 63.00 47.00 52.45 NA 101 1 5000 NA 16.30 55400 0.489 NA 69.00 70.62 NA 381 0 5428 NA 17.80 53000 0.743 54.00 78.00 90.23 12.00 911 0 15588 64.00 9.20 51800 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69.00 78.00 78.01 19.00 220 1 19760 96.00 8.40 77400 0.231 100.0 93.00 99.69 63.00 418 1 10800 34.00 11.70 41600 0.809 82.00 45.00 47.48 13.00 82 1 12000 59.00 13.80 49200 0.796 88.00 93.00 71.26 30.00 491 1 12500 36.00 16.80 51000 0.778 80.00 73.00 64.00 22.00 514 1 16600 68.00 16.80 79000 0.568 94.00 93.00 NA 18.00 407 1 13800 60.00 17.50 71200 0.672 82.00 87.00 66.88 20.00 640 1 11550 NA 10.20 46600 0.768 38.00 15.00 87.97 2.00 712 1 16640 94.00 16.60 76100 0.471 90.00 95.00 NA 27.00 2154 1 18420 80.00 11.90 NA 0.644 72.00 80.00 82.79 16.00 3810 1 14080 36.00 10.20 43500 0.745 46.00 57.00 91.52 21.00 151 1 19380 77.00 9.80 68600 0.655 84.00 90.00 97.85 24.00 740 1 9100 41.00 8.50 NA 0.842 50.00 48.00 92.76 26.00 75 1 17500 61.00 10.50 65100 0.713 79.00 94.00 86.69 35.00 457 1 11800 46.00 11.30 41500 0.849 86.00 71.00 55.51 21.00 125 1 18000 95.00 11.30 64400 0.565 95.00 92.00 99.18 55.00 659 1 13600 25.00 8.70 NA 0.765 58.00 39.00 72.85 17.00 283 1 8770 40.00 17.30 NA 0.793 70.00 58.00 97.63 17.00 200 1 15200 51.00 18.00 63200 0.664 62.00 NA 92.30 NA 492 1 11455 29.00 12.30 NA 0.858 NA 33.00 69.06 14.00 319 1 12200 54.00 14.20 50500 0.838 66.00 73.00 96.72 32.00 282 1 18485 100.0 9.90 98900 0.156 100.0 97.00 95.54 52.00 1606 1 11475 21.00 9.10 38700 0.874 NA 32.00 88.85 23.00 171 1 11700 33.00 27.80 NA 0.811 58.00 71.00 77.14 18.00 82 1 9838 29.00 16.10 71700 0.759 53.00 81.00 57.85 NA 1093 0 20100 99.00 10.10 95100 0.334 94.00 99.00 99.38 35.00 1078 1 5542 21.00 17.10 61700 0.680 51.00 73.00 78.10 NA 1064 0 5542 20.00 14.70 56000 0.732 57.00 NA 67.09 26.00 577 0 5244 28.00 21.20 NA 0.559 NA 68.00 62.26 NA 586 0 5542 19.00 14.20 54600 0.643 57.00 65.00 91.03 17.00 240 0 5542 NA 21.00 NA 0.797 45.00 55.00 62.22 15.00 1334 0 5542 20.00 15.70 57800 0.694 65.00 75.00 77.46 20.00 825 0 6797 26.00 21.00 59300 0.690 40.00 60.00 60.36 14.00 543 0 19300 79.00 9.00 67800 0.730 84.00 79.00 97.93 51.00 526 1 9810 NA 13.50 NA 0.851 77.00 32.00 81.80 3.00 795 1 9744 21.00 27.70 NA 0.900 NA 83.00 50.50 NA 218 1 13380 42.00 12.90 70500 0.714 46.00 73.00 52.20 17.00 2517 1 15190 10.00 8.90 NA 0.912 67.00 46.00 93.00 26.00 125 1 12700 38.00 10.30 51300 0.902 84.00 81.00 52.15 37.00 143 1 16160 53.00 8.90 59300 0.780 79.00 74.00 87.73 33.00 295 1 18820 88.00 10.30 74700 0.546 90.00 85.00 96.31 44.00 632 1 6919 37.00 15.00 66500 0.776 56.00 74.00 74.10 20.00 1006 0 9438 NA 12.80 46700 0.713 76.00 55.00 94.28 NA 519 1 12170 69.00 13.00 53900 0.631 97.00 79.00 68.59 30.00 585 1 10584 32.00 13.30 77700 0.786 60.00 95.00 73.06 15.00 356 1 19701 90.00 10.30 77700 0.473 92.00 99.00 NA 22.00 1205 1 8566 39.00 16.70 76200 0.860 68.00 88.00 89.35 15.00 3816 0 8568 29.00 14.50 68600 0.668 41.00 86.00 54.91 10.00 800 0 18345 96.00 10.60 77900 0.431 91.00 94.00 93.36 51.00 579 1 8994 21.00 15.40 68200 0.892 59.00 74.00 61.77 15.00 409 1 18460 55.00 13.20 60100 0.790 71.00 92.00 97.80 41.00 417 1 13472 25.00 9.60 50500 0.840 74.00 74.00 96.21 40.00 161 1 19629 96.00 9.00 71900 0.297 99.00 94.00 98.56 64.00 526 1 15884 86.00 15.20 69300 0.836 82.00 92.00 97.02 34.00 682 1 11250 50.00 12.90 49300 0.768 54.00 53.00 91.28 30.00 336 1 13868 68.00 13.70 58900 0.906 73.00 89.00 98.03 37.00 489 1 12572 73.00 15.30 52700 0.852 68.00 79.00 97.90 32.00 385 1 9996 23.00 11.50 NA 0.623 46.00 62.00 82.95 18.00 322 1 11208 51.00 12.70 39200 0.834 65.00 55.00 61.99 25.00 219 1 10230 56.00 14.80 57100 0.848 81.00 75.00 96.15 41.00 913 1 6660 NA 20.40 64800 0.857 70.00 66.00 90.46 6.00 2539 0 10430 39.00 11.60 36900 0.950 84.00 55.00 96.90 6.00 74 1 5519 NA 12.90 36200 0.750 16.00 85.00 43.36 NA 139 1 6360 NA 20.60 60500 0.810 49.00 74.00 67.18 9.00 2242 0 6911 NA 18.20 62800 0.675 57.00 38.00 82.55 9.00 3395 0 6108 60.00 20.60 60400 0.753 57.00 64.00 75.87 9.00 1561 0 11090 66.00 12.00 NA 0.810 79.00 80.00 96.43 31.00 347 1 12275 69.00 12.50 58500 0.866 72.00 72.00 92.33 40.00 624 1 16179 84.00 12.40 57100 0.900 74.00 75.00 NA 36.00 338 1 6759 67.00 15.80 NA 0.802 45.00 40.00 51.33 NA 312 1 5040 27.00 14.70 45900 0.889 57.00 54.00 33.93 NA 231 1 8094 75.00 10.60 42900 NA 23.00 51.00 55.23 3.00 125 1 10658 57.00 14.00 73200 0.833 71.00 93.00 86.61 9.00 6180 0 8127 77.00 17.00 67100 0.874 65.00 82.00 93.03 25.00 1032 0 6456 28.00 19.90 55700 0.831 51.00 47.00 80.42 NA 522 0 3880 25.00 22.00 61900 0.851 51.00 59.00 79.30 20.00 1432 0 9114 56.00 19.70 71000 0.849 53.00 88.00 61.80 13.00 1173 0 10500 NA 16.00 39000 0.911 51.00 53.00 92.96 NA 296 1 5673 NA 18.20 58000 0.871 40.00 77.00 62.63 10.00 687 0 9240 31.00 7.20 41800 0.903 47.00 29.00 70.50 17.00 183 1 8600 32.00 15.40 40000 0.973 49.00 48.00 80.96 9.00 181 1 11130 50.00 13.50 NA 0.789 51.00 72.00 49.22 14.00 415 1 10116 72.00 18.00 58200 0.726 63.00 80.00 52.85 9.00 882 0 9534 55.00 17.70 55500 0.904 64.00 70.00 51.33 2.00 551 0 7162 44.00 10.90 66900 0.734 41.00 85.00 48.33 NA 1543 0 6940 53.00 24.70 63300 0.784 55.00 80.00 78.63 11.00 2738 0 11902 30.00 12.80 45000 0.775 58.00 65.00 74.07 31.00 257 1 4425 36.00 19.60 53900 0.726 46.00 57.00 82.16 16.00 546 0 19292 93.00 10.40 65900 0.586 91.00 81.00 99.36 60.00 489 1 12247 62.00 13.10 46800 0.921 72.00 70.00 94.33 26.00 511 1 12224 51.00 11.50 42700 0.804 77.00 63.00 75.07 32.00 186 1 11844 60.00 11.60 43600 0.887 72.00 54.00 83.08 33.00 278 1 11712 53.00 13.80 50800 0.878 89.00 80.00 80.70 13.00 828 1 10110 61.00 13.40 49600 0.901 69.00 NA 97.27 46.00 829 1 10500 29.00 12.80 43300 0.947 45.00 69.00 85.28 18.00 139 1 14125 72.00 12.50 51800 0.810 80.00 79.00 97.85 58.00 634 1 13252 73.00 13.00 58300 0.820 65.00 89.00 93.03 33.00 328 1 15909 86.00 11.90 64500 0.509 77.00 85.00 93.85 37.00 452 1 4300 29.00 19.00 58000 0.870 68.00 57.00 84.34 11.00 1547 0 4426 37.00 18.10 54000 0.886 60.00 76.00 84.77 19.00 1189 0 11328 43.00 14.50 44100 0.860 NA 45.00 97.34 16.00 352 1 4285 33.00 16.50 60200 0.896 51.00 58.00 79.29 31.00 511 0 4259 34.00 18.90 57000 0.833 58.00 70.00 83.90 10.00 1921 0 12247 45.00 12.00 53200 0.857 70.00 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46700 1.000 16.00 92.00 70.81 NA 1800 0 9950 95.00 8.60 81600 0.191 91.00 91.00 NA 39.00 633 1 5130 41.00 27.20 52900 0.733 43.00 76.00 79.86 NA 1577 0 8955 51.00 11.80 34300 0.707 52.00 51.00 84.03 23.00 131 1 12772 69.00 13.50 68700 0.803 72.00 74.00 92.67 17.00 1166 1 4860 48.00 21.20 49200 0.623 39.00 70.00 76.35 13.00 2421 0 7536 27.00 13.00 NA 0.991 36.00 44.00 68.89 12.00 172 1 11850 77.00 11.30 59000 0.733 67.00 83.00 96.48 35.00 352 1 9428 45.00 15.70 44800 0.796 46.00 76.00 64.92 16.00 375 1 8678 60.00 16.20 58500 0.821 72.00 82.00 83.72 7.00 414 1 4860 32.00 21.40 48100 0.760 50.00 85.00 88.43 3.00 2272 0 3888 20.00 18.80 46200 NA 28.00 68.00 78.84 NA 305 0 4290 22.00 19.40 48100 0.929 35.00 55.00 91.06 1.00 1061 0 4860 28.00 21.90 46200 0.916 41.00 60.00 87.03 NA 923 0 8490 64.00 14.80 63200 0.752 64.00 81.00 88.47 23.00 1195 1 3750 18.00 12.10 NA 0.838 25.00 48.00 98.37 NA 206 1 3605 26.00 18.40 NA 0.744 26.00 37.00 92.63 NA 189 1 7850 57.00 13.80 44900 0.851 50.00 54.00 67.60 24.00 215 1 7860 85.00 18.20 53500 0.747 10.00 65.00 64.29 21.00 2604 0 4860 58.00 24.70 59500 0.797 41.00 82.00 85.79 24.00 2957 0 6400 44.00 14.50 54400 0.846 43.00 80.00 75.44 10.00 279 1 2279 NA 14.30 50100 0.786 35.00 67.00 65.91 6.00 474 0 12240 93.00 9.60 68600 0.750 93.00 94.00 95.69 20.00 601 1 10760 74.00 13.40 48900 0.863 63.00 85.00 93.55 26.00 246 1 4104 65.00 14.60 65100 0.640 32.00 NA 62.12 13.00 2150 0 8550 77.00 12.60 NA 0.749 62.00 75.00 70.92 17.00 185 1 4422 43.00 21.00 57700 0.780 29.00 73.00 56.55 4.00 1448 0 5130 85.00 19.70 71300 0.649 65.00 91.00 85.26 11.00 5329 0 4104 38.00 23.10 53500 0.834 NA 88.00 66.47 NA 2252 0 5100 NA 13.60 38700 0.854 91.00 50.00 31.33 5.00 196 1 4104 35.00 21.90 43500 0.772 34.00 70.00 75.96 10.00 1023 0 2340 82.00 20.50 71100 0.733 33.00 76.00 95.62 40.00 4615 1 6857 53.00 12.80 65200 0.881 37.00 89.00 62.39 9.00 2400 0 5775 53.00 18.70 56700 0.893 NA 83.00 71.46 10.00 2426 0 4362 NA 20.50 45900 0.973 59.00 62.00 84.46 7.00 856 0 5148 46.00 23.90 51800 0.953 38.00 66.00 60.25 0.00 1750 0 8820 60.00 10.50 44800 0.785 50.00 68.00 56.85 34.00 213 1 21700 53.00 10.10 44900 0.630 55.00 35.00 99.56 33.00 114 1 7656 22.00 14.70 48000 0.748 79.00 89.00 84.03 8.00 363 0 8300 21.00 9.50 NA 0.837 76.00 53.00 53.74 19.00 55 1 13936 NA 14.50 NA 0.906 100.0 56.00 NA 8.00 49 1 11750 20.00 14.00 43000 0.805 76.00 77.00 92.84 24.00 198 1 7656 13.00 14.40 46900 0.803 36.00 80.00 78.01 15.00 279 0 7320 20.00 12.60 50000 0.938 51.00 48.00 86.47 15.00 223 0 18375 NA 7.50 NA 0.698 61.00 56.00 95.94 41.00 63 1 25750 89.00 10.50 65100 0.339 97.00 87.00 98.10 51.00 451 1 14134 29.00 13.10 48400 0.932 63.00 71.00 82.98 22.00 626 1 8940 27.00 13.40 NA 0.392 57.00 28.00 59.97 NA 108 1 13030 64.00 14.50 54000 0.723 84.00 79.00 94.18 34.00 463 1 11010 41.00 10.40 39200 0.833 78.00 58.00 47.22 26.00 91 1 15516 51.00 9.90 59200 0.784 79.00 87.00 81.46 10.00 1735 0 9925 40.00 22.40 40000 0.887 48.00 59.00 59.09 11.00 172 1 7150 30.00 17.80 NA 0.950 53.00 61.00 83.50 3.00 181 1 10265 53.00 13.20 47900 0.803 82.00 68.00 94.12 24.00 292 1 11720 88.00 12.10 65000 0.436 93.00 89.00 97.48 31.00 1217 0 7860 37.00 21.20 51500 0.867 48.00 80.00 62.46 16.00 428 0 9650 48.00 11.40 40200 0.905 82.00 46.00 93.87 29.00 227 1 8578 60.00 13.90 43800 0.844 82.00 79.00 96.20 51.00 226 1 9400 36.00 12.50 43100 0.827 22.00 53.00 92.76 9.00 336 1 13218 40.00 13.30 50200 0.788 69.00 95.00 99.89 53.00 307 1 7161 63.00 14.00 41500 0.523 70.00 60.00 86.20 9.00 1433 1 13470 58.00 11.10 48400 0.827 72.00 78.00 91.48 48.00 215 1 7920 47.00 18.40 49700 0.681 62.00 74.00 96.06 23.00 724 0 12450 21.00 12.40 48600 0.854 70.00 62.00 84.48 24.00 366 1 7994 72.00 17.90 55300 0.471 98.00 77.00 92.86 29.00 2082 0 11200 52.00 6.80 44300 0.884 90.00 66.00 69.17 50.00 199 1 11390 30.00 10.60 52800 0.820 55.00 77.00 61.64 17.00 214 1 9464 39.00 15.10 55700 0.681 45.00 79.00 76.94 17.00 1251 0 6684 37.00 19.60 50500 0.858 62.00 73.00 94.48 9.00 1742 0 13840 46.00 10.70 48800 0.748 74.00 77.00 97.54 38.00 306 1 13970 66.00 9.20 51200 0.885 68.00 88.00 92.10 24.00 169 1 10217 45.00 8.70 60900 0.705 45.00 81.00 66.95 11.00 1567 0 13425 54.00 13.00 52200 0.804 72.00 85.00 85.93 26.00 437 1 10700 NA 9.20 46900 0.758 59.00 60.00 77.85 20.00 218 1 5000 17.00 14.00 35700 0.892 45.00 45.00 94.78 8.00 243 1 14500 68.00 6.50 57200 0.870 61.00 91.00 92.78 48.00 146 1 14500 72.00 11.70 70000 0.461 100.0 75.00 82.77 32.00 756 1 6490 78.00 17.60 51300 0.501 84.00 75.00 80.28 30.00 756 0 7168 30.00 18.10 44000 0.814 46.00 67.00 72.72 9.00 250 0 10800 29.00 19.30 69600 0.765 46.00 93.00 71.37 7.00 1727 0 8170 42.00 12.30 36300 0.861 48.00 32.00 89.03 NA 138 1 9020 34.00 11.10 59000 0.756 68.00 84.00 NA 51.00 349 0 10260 53.00 13.80 64100 0.746 73.00 85.00 96.84 20.00 4277 0 5587 30.00 16.00 48900 0.814 31.00 61.00 89.89 11.00 704 0 6276 NA 15.80 51600 0.957 NA 57.00 87.23 NA 1358 0 7384 59.00 13.70 32400 0.872 30.00 51.00 95.09 8.00 453 1 10900 49.00 15.70 53800 0.612 68.00 70.00 73.04 14.00 287 1 13750 93.00 9.60 72800 0.331 90.00 81.00 99.81 45.00 425 1 7242 65.00 18.10 50100 0.722 51.00 67.00 87.87 0.00 1007 0 7974 NA 17.00 53700 0.855 47.00 69.00 92.15 4.00 767 0 5820 NA 9.50 39500 0.639 100.0 48.00 55.75 13.00 21 1 13000 67.00 14.70 51800 0.808 69.00 78.00 89.50 32.00 526 1 13312 68.00 11.00 52700 0.868 83.00 78.00 89.52 23.00 504 1 12669 82.00 16.80 48500 0.859 66.00 83.00 73.19 20.00 411 1 12825 72.00 12.20 55100 0.728 89.00 85.00 89.61 16.00 494 1 11550 25.00 14.50 38600 0.864 40.00 43.00 46.25 8.00 63 1 16230 83.00 15.00 65500 0.699 63.00 79.00 95.20 17.00 688 1 8199 81.00 9.00 68700 0.551 65.00 96.00 81.63 10.00 3343 0 10671 NA 11.50 37900 0.719 NA 48.00 90.97 32.00 308 1 8200 70.00 16.90 58400 0.893 56.00 84.00 91.49 30.00 2440 0 8124 71.00 22.70 57300 0.642 61.00 83.00 94.63 10.00 1549 0 16670 77.00 10.50 60200 0.536 72.00 80.00 96.37 51.00 359 1 12660 70.00 16.90 42000 0.826 80.00 80.00 88.81 20.00 372 1 10468 44.00 11.50 38600 0.856 52.00 40.00 91.11 15.00 172 1 15700 44.00 13.00 43300 0.776 59.00 80.00 98.61 24.00 210 1 4498 57.00 16.30 38400 0.795 42.00 24.00 55.99 NA 518 0 4426 NA 19.20 42000 0.981 49.00 55.00 72.40 22.00 383 1 9400 26.00 12.80 38600 0.797 94.00 64.00 80.13 26.00 183 1 4238 25.00 19.60 44500 0.724 50.00 37.00 68.65 NA 1800 0 4080 22.00 17.30 37100 1.000 65.00 25.00 70.45 NA 553 0 5094 60.00 16.60 47700 0.867 50.00 77.00 76.71 10.00 2007 1 9500 43.00 2.50 42300 0.784 57.00 26.00 55.79 10.00 204 1 10575 52.00 13.00 36900 0.785 98.00 46.00 93.96 9.00 120 1 4694 65.00 16.50 41800 0.831 46.00 57.00 68.78 NA 557 1 4470 25.00 16.30 41700 0.912 60.00 33.00 90.40 10.00 478 0 4616 NA 19.20 NA NA NA 38.00 59.23 4.00 957 0 6370 49.00 13.40 52900 0.810 57.00 83.00 93.24 NA 2881 0 14200 55.00 16.40 49500 0.894 67.00 58.00 89.87 42.00 483 1 10500 49.00 14.10 38100 0.836 72.00 66.00 76.10 27.00 213 1 8352 46.00 11.10 36800 0.634 55.00 36.00 51.61 26.00 157 1 16304 54.00 11.10 56500 0.699 69.00 87.00 93.05 26.00 284 1 12200 55.00 17.80 NA 0.854 79.00 74.00 64.80 25.00 352 1 13125 43.00 15.90 47500 0.883 62.00 74.00 70.78 22.00 434 1 9300 NA 20.50 44300 0.817 57.00 49.00 52.09 4.00 323 1 9400 47.00 17.20 39300 0.909 57.00 49.00 31.19 25.00 231 1 17163 77.00 10.10 56100 0.762 77.00 76.00 93.85 57.00 324 1 9400 41.00 8.40 41400 0.813 59.00 37.00 63.98 21.00 337 1 11610 71.00 13.50 66200 0.893 77.00 86.00 89.72 25.00 1685 1 11505 69.00 16.70 55100 0.894 67.00 35.00 66.73 23.00 496 1 8950 32.00 10.70 37100 0.923 78.00 51.00 65.66 26.00 121 1 9570 30.00 15.90 39700 0.884 52.00 58.00 92.25 NA 200 1 15200 52.00 9.40 51500 0.853 64.00 87.00 96.33 49.00 211 1 12140 56.00 15.10 54100 0.932 88.00 74.00 95.35 36.00 568 1 9096 80.00 11.50 72100 0.734 72.00 93.00 91.59 20.00 4631 0 8786 37.00 15.90 63200 0.721 38.00 79.00 60.83 8.00 1930 0 6900 50.00 22.20 54300 0.805 46.00 81.00 73.93 1.00 759 0 9140 43.00 10.70 42300 0.801 73.00 51.00 72.38 31.00 271 1 6704 32.00 21.00 53600 0.758 65.00 78.00 91.25 17.00 1030 0 6996 52.00 19.30 55500 0.789 61.00 80.00 87.08 28.00 1957 0 7157 50.00 21.30 55600 0.806 54.00 NA 91.18 7.00 1704 0 6400 NA 20.60 56500 0.732 59.00 66.00 90.93 25.00 917 0 7092 49.00 18.10 54500 NA 46.00 69.00 90.08 15.00 NA 0 7142 46.00 19.20 56500 0.737 67.00 NA 87.82 NA 1375 0 7032 53.00 15.20 56100 1.000 36.00 75.00 77.47 15.00 342 0 6950 38.00 23.10 55900 0.845 67.00 90.00 83.41 16.00 1472 0 5988 46.00 15.10 54900 0.747 45.00 91.00 83.51 13.00 1073 0 14500 NA 14.40 68400 0.768 30.00 NA 80.96 NA 41 1 6618 60.00 22.20 54500 0.424 46.00 80.00 63.29 9.00 1918 0 6172 57.00 23.40 50700 0.805 53.00 83.00 60.25 12.00 472 0 8949 55.00 12.20 71900 0.579 45.00 88.00 43.04 37.00 3524 0 7950 37.00 15.50 NA 0.531 45.00 51.00 94.06 NA 632 1 9690 64.00 13.30 45800 0.662 74.00 60.00 63.91 21.00 290 1 8842 41.00 14.20 41900 0.889 52.00 57.00 44.25 14.00 185 1 9950 23.00 11.00 41500 0.735 NA 42.00 39.21 NA 69 1 8090 39.00 15.00 55800 0.751 NA 93.00 62.09 NA 318 0 20655 56.00 11.40 NA 0.744 62.00 79.00 NA 24.00 309 1 5960 NA 38.20 49600 1.000 NA 11.00 67.64 NA 1171 1 12292 30.00 22.20 NA 0.868 72.00 61.00 46.18 10.00 153 1 7411 79.00 18.60 82000 0.520 57.00 90.00 66.54 12.00 232 0 5050 20.00 18.90 NA 1.000 26.00 75.00 57.24 NA 706 0 5050 54.00 18.20 NA 0.534 47.00 83.00 65.58 7.00 1300 0 10258 NA 21.60 69000 0.400 61.00 75.00 83.95 NA 707 1 9190 NA 18.60 63900 0.782 53.00 74.00 70.21 NA 778 1 12520 20.00 16.40 60500 0.849 61.00 44.00 58.64 8.00 679 1 9244 74.00 18.10 57600 0.469 24.00 89.00 58.24 6.00 261 0 11230 20.00 6.80 44200 0.659 47.00 8.00 61.91 4.00 203 1 6550 33.00 14.90 57000 0.597 46.00 80.00 63.23 8.00 390 0 9550 NA 11.40 34000 0.897 44.00 45.00 94.82 NA 185 1 9315 52.00 13.10 67600 0.853 56.00 NA 83.79 17.00 5330 0 5739 38.00 15.90 45000 0.625 38.00 70.00 67.60 13.00 381 0 7410 79.00 19.50 83800 0.547 77.00 90.00 85.22 19.00 4520 0 10645 93.00 18.10 65200 0.536 63.00 77.00 93.46 19.00 3450 0 6450 66.00 18.50 60700 0.880 72.00 71.00 95.35 38.00 2367 1 12212 95.00 9.50 75700 0.340 95.00 90.00 99.00 22.00 2678 0 5050 32.00 15.30 NA 0.730 30.00 80.00 56.42 1.00 768 0 6840 36.00 15.40 37200 1.000 49.00 33.00 86.89 20.00 225 1 7400 36.00 19.80 NA 0.951 58.00 57.00 92.22 7.00 334 1 8856 39.00 17.60 61900 0.843 85.00 81.00 94.40 20.00 3290 0 5750 18.00 25.30 59900 0.978 22.00 67.00 71.34 NA 370 0 6300 NA 23.30 NA 0.771 NA 59.00 65.20 13.00 1169 1 5780 23.00 17.90 34400 NA 32.00 52.00 34.67 NA 110 1 5120 52.00 18.10 NA 0.505 69.00 52.00 96.83 9.00 338 1 5340 NA 12.50 NA 1.000 56.00 46.00 37.00 NA 635 1 8725 66.00 13.40 63700 0.683 24.00 82.00 67.06 NA 415 0 6297 50.00 18.10 54100 0.611 68.00 75.00 89.41 14.00 438 0 5715 NA 18.10 48300 0.881 42.00 74.00 64.32 NA 645 0 9450 25.00 91.80 NA 0.913 35.00 33.00 24.16 NA 285 1 11010 24.00 16.70 59700 0.513 60.00 77.00 52.99 8.00 504 1 15476 44.00 11.30 41800 0.927 48.00 69.00 96.87 35.00 252 1 6200 NA 14.40 NA 0.700 42.00 53.00 86.49 11.00 134 1 7900 NA 19.00 41200 0.857 38.00 NA 81.09 NA 349 1 11050 NA 12.10 50300 0.815 68.00 60.00 94.07 13.00 310 1 6050 37.00 11.90 32400 0.863 NA 38.00 56.34 15.00 169 1 15732 92.00 11.50 76000 0.676 87.00 90.00 94.27 26.00 4893 0 7500 25.00 7.50 NA 0.800 29.00 45.00 85.71 NA 100 1 5840 38.00 19.10 48000 0.919 43.00 76.00 88.09 8.00 819 0 7844 NA 19.20 66500 0.911 63.00 61.00 88.86 19.00 1188 0 5834 47.00 17.00 46700 0.774 42.00 79.00 86.72 24.00 1610 0 4720 NA 17.70 47800 0.858 52.00 66.00 64.99 20.00 1682 0 4449 29.00 17.80 70600 0.458 47.00 74.00 58.62 8.00 362 0 3040 65.00 19.50 60300 0.393 64.00 78.00 85.09 7.00 710 0 6720 NA 8.60 32300 0.793 NA 56.00 93.90 2.00 310 1 6550 100.0 13.60 76700 0.642 56.00 90.00 81.72 15.00 3087 0 6892 31.00 16.60 54500 0.841 40.00 72.00 81.52 8.00 3147 0 6874 48.00 19.20 56700 0.604 56.00 73.00 84.06 14.00 1515 0 6597 89.00 13.90 56200 0.629 66.00 81.00 52.30 20.00 1071 0 3950 45.00 15.90 43400 0.994 33.00 50.00 90.67 NA 1711 0 16900 NA 8.20 NA 0.570 84.00 76.00 99.02 21.00 132 1 4536 79.00 20.80 69200 0.716 NA 91.00 41.91 NA 410 0 3150 50.00 17.60 37800 1.000 NA 66.00 52.25 33.00 112 1 8160 39.00 14.60 57800 0.828 NA NA 54.94 17.00 905 0 6634 85.00 17.80 54700 0.696 47.00 82.00 51.93 14.00 560 0 5130 46.00 15.50 49100 0.776 NA 84.00 54.43 7.00 59 0