" File README ----------- chscase A collection of the data sets used in the book \"A Casebook for a First Course in Statistics and Data Analysis,\" by Samprit Chatterjee, Mark S. Handcock and Jeffrey S. Simonoff, John Wiley and Sons, New York, 1995. Submitted by Samprit Chatterjee (schatterjee@stern.nyu.edu), Mark Handcock (mhandcock@stern.nyu.edu) and Jeff Simonoff (jsimonoff@stern.nyu.edu) This submission consists of 38 files, plus this README file. Each file represents a data set analyzed in the book. The names of the files correspond to the names used in the book. The data files are written in plain ASCII (character) text. Missing values are represented by \"M\" in all data files. More information about the data sets and the book can be obtained via gopher at the address swis.stern.nyu.edu The information is filed under ---> Academic Departments & Research Centers ---> Statistics and Operations Research ---> Publications ---> A Casebook for a First Course in Statistics and Data Analysis ---> Welcome! It can also be accessed from the World Wide Web (WWW) using a WWW browser (e.g., netscape) starting from the URL address http://www.stern.nyu.edu/SOR/Casebook NOTICE: These datasets may be used freely for scientific, educational and/or non-commercial purposes, provided suitable acknowledgment is given (by citing the Chatterjee, Handcock and Simonoff reference above). File: census2.dat Note: attribute names were generated automatically since there was no information in the data itself. Information about the dataset CLASSTYPE: numeric CLASSINDEX: none specific " "0" "chscase-census2" 16.754 17.419 42.063 15.907 35.787 23.58 15.729 18.909 35.622 6.526 17.687 13.158 35.241 15.818 11.389 32.416 0.292 26.134 43.311 33.291 21.35 7.242 33.061 31.625 19.756 22.866 25.123 14.088 14.922 7.832 22.912 11.609 7.838 15.618 22.256 6.585 37.555 28.875 27.23 13.902 33.985 18.179 10.408 17.677 31.944 27.182 17.963 15.748 12.309 14.481 7.841 11.293 23.433 21.695 16.242 17.359 32.186 9.077 21.759 21.133 22.667 13.913 28.339 13.389 44.072 35.845 14.465 21.661 6.677 12.449 13.95 13.182 44.664 26.935 2.635 15.649 10.61 27.788 15.616 13.518 15.729 25.405 21.623 36.446 26.56 17.085 28.875 21.637 10.719 29.186 10.94 31.902 54.844 11.757 17.215 66.931 8.576 13.14 8.377 11.438 19.404 9.428 18.353 61.167 17.929 23.333 5.862 12.473 36.492 31.519 11.916 12.168 13.9 7.175 24.204 18.926 15.927 16.506 16.836 19.713 28.838 9.364 6.238 10.153 104.694 21.616 14.239 28.283 1.581 31.948 35.088 21.72 15.525 69.206 35.2 17.458 26.528 15.952 5.617 15.525 21.845 12.954 9.768 27.958 32.676 24.75 8.839 52.266 11.651 12.841 11.657 23.712 34.176 7.284 13.976 30.776 7.699 14.595 18.174 12.375 27.798 14.054 18.406 20.417 26.001 18.54 31.57 18.872 13.811 21.102 27.576 7.942 26.935 26.096 74.168 17.682 18.994 22.253 32.691 14.905 29.029 31.165 27.956 13.973 13.518 25.65 12.014 14.248 26.78 9.454 14.514 19.027 21.662 19.907 16.018 14.437 12.992 20.793 18.427 11.776 12.051 17.984 51.911 14.77 16.426 18.748 19.233 27.022 14.713 34.709 17.288 25.814 21.791 41.955 21.668 16.766 16.037 3.942 14.432 7.812 24.78 11.285 17.632 28.84 4.524 23.102 20.417 16.962 24.883 38.717 11.833 114.719 15.556 65.5 14.301 10.292 40.834 31.398 10.581 15.579 4.425 24.094 7.759 41.228 12.992 22.181 8.071 20.638 14.561 26.008 13.403 10.894 7.682 14.173 14.819 17.2 9.78 12.159 28.499 31.226 6.662 10.574 13.419 24.128 12.753 22.665 14.187 26.001 13.382 13.086 42.929 22.587 19.079 9.151 24.275 47.619 7.566 17.101 11.406 33.571 19.472 17.458 22.463 10.363 9.201 10.752 23.602 41.557 23.102 13.143 7.66 24.55 6.837 18.406 17.563 24.501 21.043 24.116 15.577 76.787 9.594 21.249 14.28 8.151 12.804 24.115 17.161 35.088 15.121 8.166 16.435 25.59 12.061 13.039 31.944 22.655 12.003 9.749 4.524 32.416 17.364 14.481 10.752 15.557 25.245 23.41 34.744 14.334 39.729 11.723 27.028 4.911 15.856 17.781 15.85 8.51 23.419 8.573 18.13 18.426 16.487 21.545 27.491 3.955 10.958 46.175 10.657 15.647 10.626 9.34 35.992 12.263 12.101 21.834 24.622 29.291 24.512 28.384 26.126 21.802 23.527 21.028 10.821 43.979 15.748 21.506 18.077 20.544 23.98 10.946 15.973 19.233 41.772 18.485 13.232 15.632 45.271 9.431 10.631 21.743 15.225 15.757 24.8285 20.153 31.173 20.971 22.181 21.5195 29.19 16.0915 10.3945 14.259 27.222 12.8355 20.5105 19.4395 10.841 14.8325 11.8165 12.6065 15.0065 27.913 25.675 23.9895 11.991 36.41 12.194 14.5075 16.6205 22.4755 20.084 43.4455 15.58 31.463 22.261 19.0225 15.294 19.574 24.0865 25.8295 11.256 27.931 15.575 25.8775 16.9385 19.791 17.7655 21.9455 15.9345 22.62 25.0695 17.664 16.9855 16.015 13.7495 10.6725 20.3625 15.3305 14.6635 11.2285 18.514 19.989 18.7435 51.8725 20.7225 36.574 15.9515 25.104 14.466 27.443 48.6095 11.4785 19.1945 26.7225 11.458 23.1455 11.8275 14.614 24.653 28.2475 26.32 15.811 19.2465 11.808 13.91 22.266 22.347 11.6865 17.814 24.0015 27.98 12.711 22.1835 19.8675 24.804 12.433 13.0775 11.969 38.98 26.0665 11.2355 10.982 13.783 23.628 19.258 18.0225 48.218 13.773 38.929 24.623 18.201 14.721 14.6595 17.858 24.1845 20.77 22.1695 34.556 21.9445 13.126 47.1625 17.908 18.3935 19.1745 18.0295 14.8235 17.5505 16.7215 31.1285 21.2945 15.1745 19.2155 11.0215 17.0395 13.316 31.5055 25.2535 17.1505 30.254 16.1395 32.432 14.7695 19.498 35.0505 13.9395 31.692 29.775 13.0305 10.244 14.049 15.668 22.8585 30.248 12.1925 21.194 14.166 13.312 16.092 29.8415 14.648 25.5605 13.1645 14.3345 25.998 25.238 22.0675 25.716 24.256 12.6355 16.577 12.481 20.181 21.667 10.0025 20.243 14.842 16.1615 22.916 36.7805 10.929 22.23 17.4685 13.508 22.1605 14.7605 24.1395 21.062 12.2945 46.8095 11.989 25.686 17.192 10.4745 26.277 11.762 26.347 16.1405 15.284 11.883 17.724 17.086 25.7505 33.6325 29.407 27.9445 25.234 31.815 13.197 22.471 41.778 17.1565 11.396 12.66 21.975 24.542 13.332 16.392 11.6225 18.3185 33.531 14.34 22.8625 26.2595 20.576 14.3735 30.1235 23.8385 16.492 36.3155 12.441 22.416 78.455 15.688 24.352 25.6565 25.6185 11.3055 20.5735 17.1205 34.203 12.213 21.3215 14.309 26.92 21.6475 15.6125 22.183 15.4435 18.27 18.105 17.4985 25.1205 40.899 20.526 17.3955 15.6185 17.576 15.4505 14.2385 12.6025 14.7065 17.032 18.483 15.6565 18.6795 13.7025 18.725 22.3715 20.091 18.548 17.7085 13.78 20.408 21.044 17.185 18.729 25.296 22.98 28.113 25.403 28.533 34.0895 20.428 21.695 20.68 17.436 15.597 28.978 10.9935 15.55 11.6435 12.9015 24.7545 20.2325 33.739 15.1065 12.7795 14.8235 19.952 12.729 18.045 17.7 14.607 14.4225 24.3215 41.094 14.186 25.533 42.8525 50.4885 14.836 16.819 67.0215 17.3635 11.5695 28.5125 22.183 33.826 23.889 24.684 29.517 19.943 22.741 23.065 26.6005 14.463 15.55 31.3405 20.2605 22.0275 21.0645 10.037 29.7105 28.207 23.14 13.7015 30.424 24.805 30.1245 13.256 14.9545 19.8215 23.4915 15.451 31.9485 13.074 21.0265 32.4085 56.7145 14.106 13.1295 19.9075 13.053 15.2055 15.595 12.275 18.53 14.164 18.6525 25.54 10.5995 25.11 28.774 14.217 12.8915 26.903 11.7325 18.2695 15.7595 23.309 27.7755 11.646 13.2325 21.6985 17.892 18.713 32.3505 12.266 16.014 12.5705 30.8815 16.0473 21.5765 19.2852 24.7207 18.643 21.8673 37.4768 20.4135 24.3233 21.3633 13.6075 19.1748 27.9797 26.268 26.4005 17.851 17.7338 16.3075 13.0222 17.3345 18.11 16.43 13.2127 16.1455 23.1857 23.002 14.992 14.8715 16.2355 16.1263 15.084 14.6887 15.4455 25.9125 18.8263 20.6138 20.921 16.3573 14.6672 26.379 27.668 26.5475 12.0265 14.5285 13.211 14.6058 21.317 12.2342 30.9518 21.7282 20.4462 11.5762 17.4065 27.3487 25.587 18.6375 16.642 17.9593 10.275 19.4285 15.8698 31.7545 12.791 19.7982 21.8508 14.0515 18.1663 22.7297 14.1392 18.6218 11.9462 16.932 24.3203 15.3178 21.998 14.344 14.236 14.814 18.8622 19.5207 21.1748 19.0422 13.4182 16.5195 18.992 14.7332 17.318 13.0723 15.4242 22.0063 20.6953 17.0697 17.2405 14.9663 19.6605 24.775 11.336 15.5365 24.899 13.8603 15.7422 23.9743 12.4305 17.6045 16.0313 22.8825 18.903 20.0715 16.5448 22.2323 26.7143 30.5723 19.8445 29.7645 26.3457 21.0308 27.6825 27.15 13.9402 23.3595 24.773 22.1223 15.9175 25.0043 18.0622 18.832 17.0673 17.0303 15.0938 11.2407 16.2967 17.9817 20.0882 21.6878 23.2133 19.248 14.5365 22.329 18.407 17.4187 25.0108 15.4108 18.8243 15.6665 18.5293 20.8495 19.167 20.6573 24.5048 13.1355 26.7363 14.744 23.1623 17.846 18.494 15.0347 22.0168 18.2487 23.2978 24.82 14.433 27.6408 17.8413 12.3405 21.3773 17.1575 18.993 15.038 20.9097 23.2487 13.7672 13.7052 15.3918 11.2315 16.9947 16.9635 13.3178 21.6008 21.1457 39.8235 25.534 20.173 21.851 31.9335 10.7155 20.138 11.9075 21.1185 25.9985 22.666 16.517 14.548 17.2357 18.8985 15.5262 15.3025 24.7215 19.779 19.606 17.7985 29.2613 21.0345 23.6065 18.886 20.9143 18.7207 18.3727 18.9447 15.4265 17.0965 20.7657 15.789 23.582 18.0103 12.0442 13.8193 14.8368 28.2695 10.4168 23.352 22.3727 13.137 32.366 26.409 17.8053 18.1015 23.4395 23.0897 23.3253 14.2445 22.0055 27.1698 18.407 22.4865 24.6065 13.721 13.8785 17.8298 19.9178 17.329 16.9232 27.0183 33.0913 15.17 20.1578 20.1765 20.57 25.9113 16.4913 26.9895 17.0645 28.4415 24.6358 11.7102 14.7602 13.1952 12.3782 24.2082 14.723 14.411 34.383 15.4555 19.9462 27.2308 14.959 15.1325 10.8215 18.678 23.0627 27.9835 24.6925 20.361 16.7375 14.0055 28.0063 14.6578 20.4005 15.295 18.1265 11.3238 18.7343 16.1165 13.6628 20.1505 18.0213 18.242 15.0455 13.5025 11.3698 22.0993 34.2735 22.4195 18.349 18.4155 18.8055 22.6255 31.3433 17.8468 18.7727 23.7613 34.304 21.9422 15.18 17.768 16.3815 18.8953 14.789 37.6733 21.039 13.063 17.5495 11.5142 16.4415 21.3843 11.906 23.2278 22.1713 28.5887 21.6698 16.1123 16.2882 22.8435 12.6572 21.8938 19.8665 16.4612 25.5183 16.8738 18.5452 26.0945 14.4868 22.3175 14.1167 11.0332 12.2397 18.4475 19.7087 15.896 14.1342 20.0945 22.7185 17.4133 15.958 26.9827 16.7175 20.3508 25.824 19.3788 25.5768 13.2065 34.5465 17.773 20.379 16.5583 16.6403 19.23 15.381 41.3935 23.4063 23.9175 19.123 11.901 20.7257 16.385 13.592 20.2652 25.1148 24.0275 23.5413 28.9103 17.8528 17.811 23.273 24.6893 13.557 19.2515 19.5413 25.0069 16.1605 15.488 21.0381 18.3446 26.6096 20.0476 21.2938 14.1133 20.6467 15.557 15.9451 28.7728 25.4202 14.6992 20.4975 17.4191 18.3828 21.3487 14.2534 20.2094 24.5799 22.2267 23.9076 23.7069 17.2599 18.9984 19.6272 22.1491 25.991 15.17 18.2225 17.6923 20.8591 18.7351 16.1817 22.1886 17.2592 23.8132 18.3237 16.2833 24.72 24.1323 20.9931 24.2286 30.6704 20.0549 21.7933 15.1875 18.8875 22.403 13.6819 18.3318 18.6876 18.0251 20.755 23.6868 20.8772 15.1686 17.993 16.6499 21.7262 28.8739 25.5219 26.6189 24.3733 20.7283 22.4318 17.2922 20.3296 22.7817 23.3821 16.8027 18.3445 20.584 19.4288 14.69 20.0478 26.6932 19.195 31.0667 20.393 14.8987 14.3233 13.1709 20.0456 18.9639 20.5833 17.6449 14.6242 17.9969 21.8894 23.2911 20.9477 19.1868 15.6453 26.9079 22.8457 20.8014 18.9104 15.929 17.5397 18.6677 19.9811 16.1523 15.2032 25.5567 14.812 19.9434 17.6975 20.4351 20.3447 17.6491 18.076 18.8895 18.7684 15.5406 15.9992 15.5643 23.7176 18.8484 18.874 21.7415 17.7047 17.9113 19.6461 18.0685 19.1124 19.9193 17.2918 19.8775 16.1902 20.279 23.6558 14.5528 14.6378 19.8809 16.8542 15.3798 16.082 25.6137 20.8483 18.5228 16.6985 20.008 20.8627 20.4959 23.0363 16.7162 23.2695 18.3483 18.0184 14.3246 13.9387 19.556 20.8915 17.7811 22.1683 18.8154 18.345 24.343 19.8196 21.8567 20.9662 21.4334 13.2285 17.9668 21.7492 47.1488 18.3369 14.826 16.7387 17.5886 22.0627 19.1203 18.233 17.7997 16.9762 12.14 22.127 19.339 16.8548 16.2173 23.299 21.9902 32.1776 17.4128 18.6729 19.9076 17.6013 24.2887 23.1309 20.8279 18.5812 24.4079 20.1546 19.1588 24.9217 17.3563 17.3534 21.2877 17.0638 15.1368 15.2528 22.659 20.2274 13.5016 45.166 18.1686 16.9983 21.0443 21.3852 18.3303 18.4492 16.0798 19.4955 18.8733 17.2203 17.8795 20.5036 25.8784 16.7849 20.4166 20.7582 22.12 17.2722 18.0154 19.502 17.6921 18.4291 20.03 26.5378 18.6359 11.8771 29.1663 27.5791 15.3355 17.4188 27.4535 19.6568 17.688 23.3266 19.3815 19.869 23.3042 19.4382 20.9474 22.2665 21.6556 20.228 18.8273 21.188 22.2476 20.7692 15.3435 23.5184 16.1892 20.1512 18.6807 26.5929 19.7151 15.4369 17.2104 17.7472 24.9275 16.4025 15.0779 18.3698 16.9108 23.0353 25.5506 19.226 18.6583 14.3409 15.9029 24.3409 15.9397 17.9481 22.982 20.3527 21.6778 14.2351 16.6928 21.934 14.8941 18.1198 15.8919 19.1014 19.0227 14.3484 15.5889 20.1504 16.4632 14.7609 26.3611 19.2771 42.5087 19.793 18.4263 19.3806 18.2448 20.3664 17.1378 40.7855 16.1402 18.2923 17.8916 20.7092 24.1701 15.778 24.188 15.4605 23.6883 20.3171 17.042 17.7621 25.4342 22.9424 20.9246 16.5126 16.371 22.7776 14.1432 22.4689 17.1863 23.532 15.128 18.4814 20.3462 23.6191 32.443 21.5868 18.4426 28.9734 23.3518 23.8901 20.6305 14.4648 17.6652 17.0473 18.1984 17.6483 15.7737 32.396 20.331 20.2989 12.3262 25.2957 17.02 25.1932 18.9984 15.1889 21.8302 17.8552 24.8862 16.213 22.3216 20.4715 17.5384 14.7374 17.9848 21.1875 22.2222 17.6774 20.1997 17.0215 21.3008 16.3537 16.9361 20.2633 26.1717 22.1243 15.7301 15.5863 21.8106 14.766 17.7773 20.7928 17.573 20.4635 20.8111 23.9404 20.6379 17.454 19.757 19.9982 17.9566 19.0004 18.3155 21.4618 18.9596 18.682 19.0712 18.5087 15.0215 16.1092 17.246 18.887 23.0448 21.707 19.9944 21.8784 18.2355 19.459 22.1336 18.3994 20.23 26.6752 19.6734 23.7763 19.0726 20.7874 19.5813 22.7601 24.4695 19.4647 17.2028 17.4853 16.7614 20.7854 21.3973 19.1203 20.7518 18.2279 20.9828 26.3834 19.9842 18.2268 21.5142 20.62 16.7669 20.1792 20.5975 23.4807 19.4647 17.564 22.5932 19.9716 18.2363 22.6124 17.7083 26.291 19.4992 24.5828 18.4561 19.0431 17.1876 19.3869 18.8828 22.2071 18.3381 23.4679 17.6455 16.8193 21.4598 20.4939 18.1252 23.7168 22.2615 22.8608 18.252 27.2447 22.2584 21.0643 19.8995 16.8966 19.8446 19.5028 17.6946 20.1458 17.3628 19.3243 21.0234 19.3518 22.6649 17.352 19.6705 22.3449 20.0446 17.7959 19.2872 20.049 19.841 19.6029 19.8756 17.1604 18.022 22.6716 20.1611 18.6822 18.9622 22.5976 20.3966 18.9994 21.128 20.1647 17.7248 18.198 21.3075 20.0005 16.6632 15.1971 18.4766 19.4368 21.5083 23.6416 18.8676 21.8659 19.231 22.6438 19.5176 19.2348 17.2186 23.3128 22.4393 19.0915 19.1755 20.6763 21.6933 21.6807 21.8176 17.0589 25.5528 24.8391 16.4328 19.5633 21.5329 22.6044 18.3996 20.0354 25.2456 18.0338 20.3121 20.0133 18.4941 20.9594 19.9433 20.5034 20.071 19.3845 19.0578 21.4679 18.6996 20.3493 24.1656 18.9996 20.8556 21.1029 20.5505 25.9231 19.6638 21.3476 17.5156 20.8035 22.4435 18.2522 18.6486 20.5499 17.9589 19.2292 18.0832 19.622 17.8214 19.3125 16.1374 20.4263 21.1201 19.0737 17.596 24.5253 25.0637 20.6396 18.4852 18.8626 19.0701 21.3024 18.6761 19.7455 23.767 21.487 18.0775 21.2653 19.8195 17.9291 21.1953 20.3566 19.7961 16.7266 21.2414 18.991 19.7306 19.7921 18.4663 18.4492 20.6216 19.8891 20.9724 14.2672 19.0751 21.6497 17.1906 17.3737 19.4523 19.787 20.5684 18.529 19.4198 21.6875 20.9644 17.2359 20.3254 19.9369 17.0447 22.337 20.9738 17.4442 17.6635 22.0174 20.8564 21.3188 18.7242 19.4326 20.995 17.466 18.5789 18.5506 18.2214 16.7898 17.2564 19.3912 20.3079 21.0764 17.9771 17.5 21.0369 20.7586 19.092 20.0815 19.8412 16.965 16.2667 20.1508 17.9227 16.4874 21.5622 20.161 17.7714 18.8236 18.1033 17.9294 21.673 22.7002 21.0336 20.6266 19.6911 21.0579 18.1781 18.9006 20.3526 22.7279 19.0755 16.2629 25.5742 17.9708 20.825 21.1658 16.9254 18.9143 15.3529 19.9838 22.3438 20.6201 18.2729 17.1836 19.8652 22.2502 19.5024 22.0497 18.827 17.9377 20.4862 20.4724 17.1846 18.9936 18.2253 19.3996 19.2223 18.7383 17.3416 21.1352 14.5044 18.6041 18.082 21.384 16.7881 14.4914 27.3904 20.4218 18.2218 17.8133 19.1461 23.2727 20.9061 19.4265 19.7707 16.9354 19.0859 19.5628 19.3561 18.7813 20.8153 19.3432 18.3378 21.6597 19.6214 19.6779 16.9704 20.0295 17.8732 18.118 18.083 17.1174 20.2821 18.6615 24.6188 18.9081 17.5923 22.1845 20.5778 21.3913 23.4187 23.851 17.1654 17.0668 18.0442 18.3663 26.7289 17.0537 17.1683 21.0674 17.3836 17.6773 21.8829 19.4501 22.5157 19.9732 18.3816 19.1203 18.4646 24.52 20.6189 23.8294 22.8264 17.0332 20.0488 20.5473 18.5736 20.011 18.7705 19.0999 19.7499 20.7242 18.3696 18.3411 19.214 17.4547 19.7492 18.4886 19.37 18.6013 18.9556 19.3176 19.8777 17.2984 20.6774 21.6838 23.4194 17.9106 16.8538 19.5674 22.0322 20.886 21.1999 17.2189 23.9445 19.2415 17.9097 20.8683 18.9203 19.102 23.3906 19.9844 20.6375 20.8331 19.6136 20.7605 18.6029 17.9593 18.7357 20.3515 19.2544 17.9882 19.2422 22.0495 19.0303 20.1392 20.7152 18.5894 20.2213 24.9595 20.2657 17.2666 22.1296 19.6461 20.3495 18.7341 18.5106 20.2451 18.1466 19.0183 22.3758 19.0459 19.8776 18.4785 19.8886 18.8208 18.7899 15.5654 18.0665 22.3759 20.2665 23.4526 21.7249 19.93 21.1707 21.9671 17.3441 18.7734 20.2588 19.6726 19.2827 23.6831 19.1055 18.473 22.0391 18.5144 21.2824 20.4244 21.9997 22.041 18.7496 18.2872 20.545 18.5865 17.2324 20.9769 20.921 22.5611 22.7484 21.6613 19.9407 18.3706 18.5987 18.7543 20.1739 21.0083 16.9979 21.0077 18.9202 19.6681 19.7219 18.518 20.3468 19.4217 20.7799 19.698 20.6464 17.9614 20.654 15.9302 18.9567 22.575 20.3668 20.9374 20.0972 18.2267 22.876 19.1335 21.1848 21.3058 20.636 20.5481 20.502 22.6405 19.173 19.2537 20.4514 19.7439 21.3178 19.2211 20.0837 22.2574 19.0885 20.9792 23.2368 20.5057 19.1595 20.3479 19.5992 18.5941 18.8526 18.567 18.2819 20.0969 21.0606 22.8517 18.6739 19.2108 19.6714 18.8743 20.7759 18.2614 20.1162 19.7614 18.4577 17.6198 20.3624 17.2821 19.6197 19.5487 20.5536 19.1002 20.1312 19.6908 19.209 19.8405 21.0876 19.0784 19.2305 20.4664 18.5527 17.5056 18.3238 20.6922 17.7385 20.8977 19.5867 18.1959 16.6159 22.8025 17.2051 20.8616 18.2975 18.0164 22.1866 20.8301 20.3745 18.5393 17.8923 20.9017 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