"This is the raw data, slightly rearranged, from Peter Diggle's web site. " see http://www.maths.lancs.ac.uk/~diggle/ Column headers: subject ID time since seroconversion in days CD4 count "age (relative to arbitrary origin) (must be at baseline, presumably in years) " packs of cigarettes smoked per day recreational drug use yes/no number of sexual partners cesd (depressive symptoms: higher is more depressed) time since seroconversion in years (multiply by 365.25 to convert to days) id time_days cd4count age packs druguse partners cesd time_years 10002 -271 548 6.57 0 0 5 8 -0.741958 10002 -90 893 6.57 0 1 5 2 -0.246407 10002 89 657 6.57 0 1 5 -1 0.243669 10005 -997 464 6.95 0 1 5 4 -2.729637 10005 -822 845 6.95 0 1 5 -4 -2.250513 10005 -81 752 6.95 0 1 5 -5 -0.221766 10005 81 459 6.95 0 1 5 2 0.221766 10005 283 181 6.95 0 1 5 -3 0.774812 10005 459 434 6.95 0 1 5 -7 1.256673 10029 -453 846 2.64 0 1 5 18 -1.240246 10029 -271 1102 2.64 0 1 5 18 -0.741958 10029 -92 801 2.64 0 1 5 38 -0.251882 10029 92 824 2.64 0 1 5 7 0.251882 10029 281 866 2.64 0 1 5 15 0.769336 10029 516 704 2.64 0 1 5 21 1.412731 10029 660 757 2.64 0 1 5 25 1.806982 10029 884 726 2.64 0 1 5 29 2.42026 10039 -509 1277 11.28 3 1 -4 -7 -1.393566 10039 -263 1132 11.28 3 0 -2 -5 -0.720055 10039 -95 1454 11.28 3 1 -3 -6 -0.260096 10039 95 738 11.28 3 0 -4 -7 0.260096 10048 -112 994 17.99 0 1 5 -7 -0.306639 10048 112 486 17.99 0 1 5 -7 0.306639 10048 297 605 17.99 0 1 5 -5 0.813142 10048 400 880 17.99 0 1 5 7 1.09514 10048 582 352 17.99 0 1 0 -7 1.593429 10048 765 376 17.99 0 0 -4 -6 2.094456 10048 959 212 17.99 0 0 -4 1 2.625599 10048 1148 237 17.99 0 0 -5 -5 3.143053 10052 -515 1119 -1.47 0 1 5 -2 -1.409993 10052 -319 729 -1.47 0 1 2 2 -0.873374 10052 319 355 -1.47 0 1 -1 1 0.873374 10052 1592 611 -1.47 0 1 1 2 4.358658 10079 -270 429 -1.11 0 1 5 0 -0.73922 10079 -85 467 -1.11 0 1 5 -1 -0.232717 10079 85 599 -1.11 0 1 5 -3 0.232717 10079 259 184 -1.11 0 1 -4 4 0.709103 10088 -102 783 1.64 0 1 5 24 -0.279261 10088 102 858 1.64 0 1 1 9 0.279261 10088 298 709 1.64 0 0 -2 1 0.81588 10088 432 517 1.64 0 0 0 6 1.182752 10088 812 952 1.64 0 0 -1 1 2.223135 10088 1047 845 1.64 0 1 -2 13 2.86653 10088 1215 428 1.64 0 1 -4 8 3.326489 10088 1372 755 1.64 1 0 -3 15 3.756331 10088 1547 463 1.64 1 0 -3 20 4.235455 10088 1854 484 1.64 1 0 -4 18 5.075975 10088 1994 534 1.64 1 0 -4 22 5.459274 10092 -801 1860 -2.02 0 0 -2 -4 -2.193018 10092 -577 1420 -2.02 0 0 -4 -7 -1.57974 10092 -388 2016 -2.02 0 0 -2 -7 -1.062286 10092 -278 2622 -2.02 0 0 -2 -7 -0.761123 10131 -91 1761 5.93 3 1 0 -4 -0.249144 10131 91 2271 5.93 3 1 -2 -2 0.249144 10131 448 1054 5.93 3 1 -2 1 1.226557 10131 643 1418 5.93 3 1 -3 1 1.760438 10131 825 1886 5.93 3 1 -3 4 2.258727 10131 1189 1306 5.93 3 1 -4 -1 3.255305 10131 1435 1276 5.93 3 1 -4 4 3.928816 10131 1588 1544 5.93 3 1 -4 9 4.347707 10131 1777 1230 5.93 3 1 -4 2 4.865161 10131 1952 1689 5.93 3 1 -4 1 5.344285 10132 -489 853 9.33 2 1 5 -7 -1.338809 10132 -305 1369 9.33 2 1 5 0 -0.835045 10132 -88 1049 9.33 4 1 5 -7 -0.240931 10132 88 682 9.33 3 1 5 -7 0.240931 10132 266 328 9.33 3 1 5 -7 0.728268 10132 459 480 9.33 2 1 0 -7 1.256673 10132 669 224 9.33 3 1 -4 -6 1.831622 10132 837 440 9.33 2 1 -4 -6 2.291581 10135 -631 1470 6.12 3 1 5 3 -1.727584 10135 -448 1568 6.12 4 1 5 -6 -1.226557 10135 -91 1010 6.12 4 1 1 20 -0.249144 10135 705 142 6.12 3 1 5 19 1.930185 10145 -458 561 4.4 0 1 5 0 -1.253936 10145 -276 1102 4.4 0 1 5 0 -0.755647 10145 -88 1620 4.4 0 1 -1 -7 -0.240931 10145 87 697 4.4 0 1 -1 -4 0.238193 10145 280 538 4.4 0 1 -4 -4 0.766598 10145 469 811 4.4 0 1 -4 -5 1.284052 10145 650 592 4.4 0 1 -4 -2 1.779603 10145 832 568 4.4 0 1 -3 -6 2.277892 10145 1021 384 4.4 0 1 -4 -3 2.795346 10145 1203 431 4.4 0 1 1 -7 3.293634 10145 1378 544 4.4 0 1 -3 -5 3.772758 10145 1567 677 4.4 0 1 -3 -7 4.290212 10171 -464 218 0.92 0 1 3 -5 -1.270363 10171 -270 2241 0.92 3 1 0 -7 -0.73922 10171 -84 1714 0.92 3 1 5 -4 -0.229979 10171 84 1250 0.92 3 1 1 13 0.229979 10171 259 499 0.92 3 1 -2 0 0.709103 10171 637 382 0.92 3 1 -1 -4 1.744011 10173 -1008 1435 11.21 2 1 -4 -6 -2.759754 10173 -280 1265 11.21 0 1 -4 -4 -0.766598 10173 -91 960 11.21 0 1 -4 -3 -0.249144 10173 91 944 11.21 0 1 -4 0 0.249144 10173 273 766 11.21 0 1 -4 3 0.747433 10173 441 1265 11.21 0 1 -4 -1 1.207392 10175 -91 639 1.26 3 1 5 18 -0.249144 10175 91 540 1.26 4 1 5 12 0.249144 10191 -274 1261 11.41 4 1 1 5 -0.750171 10191 -89 3184 11.41 4 1 5 -5 -0.243669 10191 89 1225 11.41 4 1 5 -6 0.243669 10191 264 804 11.41 4 1 -4 3 0.722793 10191 432 742 11.41 4 1 -4 -3 1.182752 10191 810 756 11.41 4 1 -3 0 2.217659 10191 992 368 11.41 4 1 -4 11 2.715948 10191 1535 1156 11.41 2 1 -4 -1 4.202601 10196 92 584 14.89 4 0 5 -5 0.251882 10196 274 447 14.89 4 0 5 -4 0.750171 10196 448 439 14.89 4 0 5 15 1.226557 10196 1177 340 14.89 3 0 -2 -4 3.22245 10196 1365 207 14.89 3 0 -3 -4 3.737166 10204 -91 1159 1.29 0 1 5 5 -0.249144 10204 91 1172 1.29 0 1 2 7 0.249144 10204 275 653 1.29 0 1 1 4 0.752909 10204 431 741 1.29 0 1 -1 7 1.180014 10204 633 736 1.29 0 1 -1 5 1.73306 10204 815 851 1.29 0 1 -3 -2 2.231348 10204 997 717 1.29 0 1 -3 11 2.729637 10204 1179 592 1.29 0 1 -2 3 3.227926 10204 1543 613 1.29 0 1 -2 4 4.224504 10204 1725 423 1.29 0 1 -2 -3 4.722793 10204 1921 480 1.29 0 1 -1 7 5.259411 10213 -89 933 -0.24 4 1 -3 -6 -0.243669 10213 89 876 -0.24 4 1 -3 -3 0.243669 10213 271 178 -0.24 4 1 -3 -6 0.741958 10213 447 727 -0.24 4 1 -3 -4 1.223819 10213 629 539 -0.24 3 1 -4 -2 1.722108 10213 1000 756 -0.24 4 1 -4 -5 2.737851 10213 1189 649 -0.24 4 1 -4 1 3.255305 10213 1378 428 -0.24 4 1 -4 3 3.772758 10221 -439 1536 22.91 3 1 5 -7 -1.201916 10221 -259 688 22.91 3 1 5 -7 -0.709103 10221 -77 1562 22.91 3 0 5 -7 -0.210815 10221 77 547 22.91 3 1 5 -7 0.210815 10221 443 912 22.91 3 1 3 -6 1.212868 10221 625 660 22.91 3 1 -1 -7 1.711157 10221 983 477 22.91 3 1 -2 -7 2.691307 10221 1185 446 22.91 3 1 -1 -5 3.244353 10221 1353 348 22.91 3 1 -2 -6 3.704312 10221 1560 138 22.91 3 1 -3 -6 4.271047 10222 -1024 734 19.01 0 0 5 -5 -2.803559 10222 -653 817 19.01 0 0 5 -2 -1.787817 10222 -485 994 19.01 0 0 5 -6 -1.327858 10222 -303 710 19.01 0 0 5 -6 -0.829569 10222 297 275 19.01 0 0 -4 -7 0.813142 10222 482 147 19.01 0 0 -3 -6 1.319644 10259 -95 821 8.77 0 1 5 -2 -0.260096 10259 95 1005 8.77 0 1 5 22 0.260096 10259 277 364 8.77 0 1 -2 18 0.758385 10259 1196 520 8.77 0 1 -3 17 3.27447 10259 1371 279 8.77 0 1 1 18 3.753593 10259 1553 579 8.77 0 1 5 8 4.251882 10259 1735 348 8.77 0 1 5 -3 4.750171 10263 -283 328 8.74 0 1 3 8 -0.774812 10263 -94 542 8.74 1 1 5 -2 -0.257358 10263 94 454 8.74 0 1 -4 -2 0.257358 10263 633 316 8.74 0 1 -4 15 1.73306 10273 -981 491 9.84 0 1 0 5 -2.685832 10273 -803 1114 9.84 0 1 0 5 -2.198494 10273 -637 1125 9.84 0 1 -1 2 -1.744011 10273 91 1009 9.84 0 1 -1 2 0.249144 10273 273 1010 9.84 0 1 -3 20 0.747433 10273 476 964 9.84 0 1 -3 8 1.303217 10273 658 1029 9.84 0 1 -4 6 1.801506 10290 -459 627 8.42 0 1 -1 14 -1.256673 10290 -95 657 8.42 0 1 -2 7 -0.260096 10290 95 504 8.42 0 1 -1 -1 0.260096 10290 592 355 8.42 0 1 -2 -6 1.620808 10302 -454 1985 14.1 3 1 5 -6 -1.242984 10302 -272 1782 14.1 3 1 0 -7 -0.744695 10302 -88 1081 14.1 3 1 -4 -7 -0.240931 10302 88 789 14.1 3 1 -4 -4 0.240931 10302 830 991 14.1 3 1 -4 0 2.272416 10302 1012 1199 14.1 2 1 -4 -7 2.770705 10302 1194 833 14.1 3 1 -4 -7 3.268994 10302 1376 845 14.1 0 1 -4 1 3.767283 10302 1558 693 14.1 0 1 -4 3 4.265572 10304 -609 587 0.63 0 0 5 1 -1.667351 10304 -436 638 0.63 0 1 5 2 -1.193703 10304 -246 583 0.63 0 1 5 10 -0.673511 10304 -91 479 0.63 0 1 5 17 -0.249144 10304 421 588 0.63 0 0 5 2 1.152635 10304 512 826 0.63 0 1 5 7 1.40178 10304 698 273 0.63 0 0 5 4 1.91102 10304 1000 324 0.63 0 0 -2 1 2.737851 10304 1182 515 0.63 0 0 0 2 3.23614 10323 -871 876 12.3 0 0 5 -4 -2.384668 10323 -683 1509 12.3 0 0 0 2 -1.869952 10323 -499 1701 12.3 0 1 -2 -1 -1.366188 10323 -317 1288 12.3 0 0 -1 -5 -0.867899 10323 467 683 12.3 0 0 -5 -6 1.278576 10323 621 753 12.3 0 0 -5 -6 1.700205 10323 785 686 12.3 0 0 -5 -6 2.149213 10323 922 576 12.3 0 0 -5 -6 2.524298 10323 1125 647 12.3 0 0 -5 -7 3.080082 10343 -586 1472 8.78 4 1 5 26 -1.604381 10343 -93 1589 8.78 3 1 -1 24 -0.25462 10343 555 739 8.78 3 1 -3 -1 1.519507 10344 -273 1549 0.44 3 1 5 -7 -0.747433 10344 -91 2187 0.44 3 1 5 -5 -0.249144 10344 91 1637 0.44 3 1 1 -6 0.249144 10344 266 1164 0.44 3 1 1 -5 0.728268 10344 1029 1521 0.44 3 1 -2 -4 2.817248 10344 1239 792 0.44 3 1 -2 -3 3.392197 10344 1429 1038 0.44 2 1 -2 17 3.912389 10344 1593 719 0.44 2 1 -2 0 4.361396 10344 1757 1115 0.44 3 1 -2 -3 4.810404 10350 -996 1697 6.5 3 1 5 14 -2.726899 10350 -814 1416 6.5 3 1 5 4 -2.228611 10350 -639 803 6.5 3 1 5 -1 -1.749487 10350 280 713 6.5 2 1 1 -5 0.766598 10350 742 599 6.5 2 1 -4 4 2.031485 10350 914 556 6.5 2 1 -3 0 2.502396 10360 -454 1313 5.55 3 1 5 -6 -1.242984 10360 -272 1176 5.55 3 1 -4 -7 -0.744695 10360 -88 1552 5.55 3 1 -3 -6 -0.240931 10360 88 1253 5.55 3 1 -4 -5 0.240931 10360 459 1319 5.55 3 1 -4 -7 1.256673 10360 641 930 5.55 3 1 -4 -7 1.754962 10360 830 790 5.55 4 1 -4 0 2.272416 10360 1012 898 5.55 3 1 -4 -7 2.770705 10360 1194 716 5.55 3 1 -4 -7 3.268994 10360 1376 718 5.55 0 1 -4 -7 3.767283 10360 1558 718 5.55 0 1 -4 0 4.265572 10361 90 668 3.56 0 1 5 10 0.246407 10361 272 405 3.56 0 1 3 9 0.744695 10361 461 400 3.56 0 1 -4 5 1.262149 10361 636 259 3.56 0 1 -4 7 1.741273 10361 848 558 3.56 0 1 2 4 2.321697 10361 1019 488 3.56 0 1 5 2 2.78987 10361 1201 307 3.56 0 1 5 0 3.288159 10361 1383 307 3.56 0 1 5 7 3.786448 10361 1565 326 3.56 0 1 5 11 4.284737 10361 1754 293 3.56 0 1 2 24 4.80219 10361 1932 343 3.56 0 1 5 36 5.289528 10362 -1010 1211 2.06 3 1 -2 7 -2.765229 10362 -828 1452 2.06 2 1 -3 5 -2.26694 10362 -656 703 2.06 2 1 -2 -5 -1.79603 10362 82 853 2.06 2 1 -3 -2 0.224504 10362 264 793 2.06 3 1 0 -3 0.722793 10372 -137 1615 -8.32 3 1 5 -1 -0.375086 10372 137 785 -8.32 3 1 5 5 0.375086 10388 -275 1501 3.73 1 1 3 14 -0.752909 10388 -91 1248 3.73 2 1 5 7 -0.249144 10388 305 567 3.73 2 1 5 4 0.835045 10388 481 309 3.73 2 1 4 -1 1.316906 10388 782 448 3.73 1 1 -3 2 2.140999 10396 -456 644 -6.7 0 1 -2 1 -1.24846 10396 -274 1488 -6.7 0 1 -1 -2 -0.750171 10396 -92 1696 -6.7 0 1 -2 -6 -0.251882 10396 92 612 -6.7 0 1 -2 -3 0.251882 10396 342 946 -6.7 0 1 -3 -3 0.936345 10396 494 765 -6.7 0 1 -1 7 1.352498 10396 970 650 -6.7 0 1 -3 14 2.655715 10396 1463 848 -6.7 0 1 -4 -3 4.005476 10396 1677 550 -6.7 0 1 -4 4 4.591376 10401 -97 816 -3.98 0 1 -1 4 -0.265572 10401 96 943 -3.98 0 1 -2 2 0.262834 10401 285 826 -3.98 0 1 -1 1 0.780287 10401 453 623 -3.98 0 1 -4 4 1.240246 10401 1167 747 -3.98 0 1 -3 11 3.195072 10401 1412 497 -3.98 0 1 -4 21 3.865845 10401 1552 515 -3.98 0 1 -3 27 4.249145 10401 1713 187 -3.98 0 1 -4 22 4.689939 10403 -90 1003 18.29 4 1 5 -2 -0.246407 10403 92 710 18.29 4 1 5 -5 0.251882 10403 294 706 18.29 4 1 5 0 0.804928 10416 -980 661 -1.64 0 0 -1 -3 -2.683094 10416 -793 1299 -1.64 0 0 -1 -3 -2.171116 10416 -622 664 -1.64 0 0 -1 -3 -1.702943 10416 110 1187 -1.64 0 0 5 0 0.301164 10416 289 819 -1.64 0 0 -2 -1 0.791239 10416 478 589 -1.64 0 0 2 -2 1.308693 10416 653 659 -1.64 0 0 0 -6 1.787817 10416 849 810 -1.64 0 0 1 -5 2.324435 10419 -613 1103 -0.1 0 0 5 0 -1.678303 10419 -431 1498 -0.1 0 1 5 -4 -1.180014 10419 -242 1542 -0.1 2 0 -2 -4 -0.66256 10419 -88 1211 -0.1 3 1 1 -3 -0.240931 10419 88 840 -0.1 3 0 -1 -3 0.240931 10419 270 1113 -0.1 3 1 0 -4 0.73922 10419 453 741 -0.1 3 0 -2 -7 1.240246 10419 635 503 -0.1 2 0 -3 -5 1.738535 10419 817 950 -0.1 2 1 -2 -1 2.236824 10419 1019 716 -0.1 0 1 -2 -4 2.78987 10419 1194 690 -0.1 0 1 -2 -3 3.268994 10419 1376 705 -0.1 0 1 -2 -1 3.767283 10424 -61 1290 7.71 0 1 -1 7 -0.167009 10424 91 2053 7.71 0 1 -3 -2 0.249144 10424 280 609 7.71 0 1 -2 -3 0.766598 10424 434 573 7.71 0 1 -1 -7 1.188227 10424 982 654 7.71 0 1 -3 -2 2.68857 10424 1178 855 7.71 0 1 -3 -1 3.225188 10424 1367 453 7.71 0 0 -4 3 3.742642 10424 1738 293 7.71 0 0 -4 7 4.758385 10425 -154 1587 -0.67 3 1 -1 2 -0.421629 10425 155 1613 -0.67 3 1 -3 2 0.424367 10425 365 986 -0.67 3 1 -4 6 0.999316 10425 613 1072 -0.67 3 0 -4 1 1.678303 10425 713 1457 -0.67 3 0 -4 2 1.952088 10425 1208 1556 -0.67 3 0 -4 -3 3.307324 10425 1845 1667 -0.67 3 0 -4 -2 5.051335 10432 -94 1092 -5.57 0 1 5 12 -0.257358 10432 1273 688 -5.57 1 1 -4 5 3.485284 10432 1727 505 -5.57 0 1 -4 2 4.728268 10433 -900 659 -6.32 0 0 -3 10 -2.464066 10433 -709 1081 -6.32 0 1 -4 3 -1.941136 10433 353 431 -6.32 0 0 -4 19 0.966461 10433 558 521 -6.32 0 0 -3 2 1.527721 10433 740 585 -6.32 0 0 -4 14 2.02601 10433 1025 669 -6.32 0 1 -4 19 2.806297 10437 -96 1723 16.15 4 1 0 -6 -0.262834 10437 96 1632 16.15 4 1 5 5 0.262834 10437 285 1278 16.15 4 1 0 15 0.780287 10437 447 605 16.15 4 1 2 -3 1.223819 10437 622 1003 16.15 4 1 0 -7 1.702943 10437 804 1236 16.15 4 1 -1 1 2.201232 10437 1180 232 16.15 2 1 3 2 3.230664 10437 1369 618 16.15 4 1 -2 -4 3.748118 10437 1551 819 16.15 3 1 1 -5 4.246407 10437 1740 676 16.15 1 1 -1 -6 4.76386 10437 1901 211 16.15 1 1 -2 -6 5.204654 10444 -94 283 5.87 3 1 2 0 -0.257358 10444 94 449 5.87 3 1 -2 -1 0.257358 10444 274 528 5.87 4 1 -2 -5 0.750171 10444 436 456 5.87 0 1 -4 -4 1.193703 10453 -643 761 -3.14 0 1 -2 -6 -1.760438 10453 -272 788 -3.14 0 1 -4 -7 -0.744695 10453 -77 774 -3.14 0 1 -1 -6 -0.210815 10453 531 481 -3.14 0 1 -3 -1 1.453799 10453 723 1039 -3.14 0 0 -4 -5 1.979466 10453 944 629 -3.14 0 0 -3 -5 2.584531 10453 1035 1014 -3.14 0 1 -3 -4 2.833676 10473 -472 631 -1.12 0 0 -3 -1 -1.292266 10473 -273 558 -1.12 0 0 -2 6 -0.747433 10473 -84 934 -1.12 0 0 -2 2 -0.229979 10473 84 200 -1.12 0 1 -3 8 0.229979 10473 854 314 -1.12 0 0 -4 2 2.338125 10473 1037 149 -1.12 0 0 -4 7 2.839151 10526 -94 890 9.83 0 1 -4 -6 -0.257358 10526 94 1037 9.83 0 1 -4 -5 0.257358 10526 285 813 9.83 0 1 -3 3 0.780287 10526 425 611 9.83 0 1 -4 -5 1.163587 10526 607 862 9.83 0 1 -4 -6 1.661875 10526 880 1285 9.83 0 1 -4 -1 2.409309 10526 1845 926 9.83 0 1 5 2 5.051335 10527 -122 754 4.94 0 1 -2 -5 -0.334018 10527 122 643 4.94 0 1 -2 -7 0.334018 10527 276 478 4.94 0 1 -4 -7 0.755647 10527 448 393 4.94 0 1 -4 -7 1.226557 10527 913 408 4.94 0 1 5 -7 2.499658 10527 1046 413 4.94 0 1 5 -7 2.863792 10527 1271 363 4.94 0 1 -4 -2 3.479808 10538 -311 659 -3.41 3 1 -1 5 -0.851472 10538 -94 972 -3.41 3 1 5 1 -0.257358 10538 94 587 -3.41 3 1 1 -1 0.257358 10538 276 250 -3.41 2 1 -1 7 0.755647 10557 -444 944 -4.22 1 1 -4 -7 -1.215606 10557 -262 1604 -4.22 2 1 -3 -4 -0.717317 10557 -79 1226 -4.22 1 1 -4 -4 -0.21629 10557 79 415 -4.22 0 1 -4 -7 0.21629 10557 431 1014 -4.22 0 1 -4 -7 1.180014 10557 619 830 -4.22 0 1 -4 -6 1.69473 10557 797 630 -4.22 0 1 -4 -7 2.182067 10557 1084 503 -4.22 0 1 -4 -7 2.96783 10557 1161 455 -4.22 0 1 -4 -6 3.178645 10557 1343 526 -4.22 0 1 -4 -7 3.676934 10557 1532 435 -4.22 0 1 -4 -7 4.194387 10564 -271 824 -2.76 1 1 5 16 -0.741958 10564 -95 980 -2.76 1 1 5 4 -0.260096 10564 95 924 -2.76 1 1 5 11 0.260096 10564 270 476 -2.76 1 1 -1 4 0.73922 10564 634 801 -2.76 1 1 -2 4 1.735797 10564 1229 713 -2.76 1 0 -4 3 3.364819 10564 1426 622 -2.76 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