input_sequence stringlengths 19 123k | target_item stringlengths 1 6 |
|---|---|
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1 838:5.0:943227632 1136:1.0:943228327 1211:2.0:943228400 1236:4.0:943228400 2396:5.0:943228400 2918:4.0:943228400 3030:4.0:943228400 166:5.0:943228442 232:5.0:943228442 1197:1.0:943228442 34:2.0:943228491 1923:2.0:943228491 2324:1.0:943228491 1288:4.0:943228545 1784:1.0:943228545 2352:3.0:943228545 2599:5.0:943228545 ... | 1693 |
1 2232:3.0:943228696 1748:5.0:943228697 1965:3.0:943228697 2640:5.0:943228697 32:5.0:943228858 1210:2.0:943228858 29:2.0:943230976 1199:2.0:943230976 1653:4.0:943230976 2529:5.0:943230976 2985:5.0:943230976 110:3.0:943231119 356:2.0:943231120 527:3.0:943231120 912:2.0:943231120 1262:4.0:943231120 1944:2.0:943231120 161... | 916 |
1 1693:5.0:944253134 307:5.0:944253207 1056:5.0:944253207 1228:5.0:944253207 2313:5.0:944253207 302:4.0:944253272 645:4.0:944253272 971:3.0:944253272 | 1810 |
1 2966:1.0:943226846 2997:4.0:943226846 2890:4.0:943226916 3078:2.0:943226986 2882:1.0:943227458 541:5.0:943227521 838:5.0:943227632 1136:1.0:943228327 1211:2.0:943228400 1236:4.0:943228400 2396:5.0:943228400 2918:4.0:943228400 3030:4.0:943228400 166:5.0:943228442 232:5.0:943228442 1197:1.0:943228442 34:2.0:943228491 1... | 2352 |
2 186:5.0:836423602 377:4.0:836423602 350:5.0:836423624 500:5.0:836423677 357:4.0:836423870 539:5.0:836423870 587:5.0:836423870 48:5.0:836423886 586:3.0:836423886 597:5.0:836423886 31:5.0:836423902 193:3.0:836423902 276:4.0:836423921 551:4.0:836423921 237:5.0:836423935 585:4.0:836423959 508:5.0:836423970 218:5.0:836423... | 520 |
2 588:5.0:836423237 231:2.0:836423266 318:5.0:836423266 595:5.0:836423266 339:5.0:836423284 185:5.0:836423308 253:1.0:836423308 457:5.0:836423308 34:5.0:836423429 225:5.0:836423429 39:5.0:836423445 364:5.0:836423445 454:4.0:836423445 | 356 |
2 39:5.0:836423445 364:5.0:836423445 454:4.0:836423445 356:5.0:836423469 236:4.0:836423512 282:5.0:836423512 186:5.0:836423602 377:4.0:836423602 350:5.0:836423624 500:5.0:836423677 357:4.0:836423870 539:5.0:836423870 587:5.0:836423870 48:5.0:836423886 586:3.0:836423886 597:5.0:836423886 31:5.0:836423902 193:3.0:8364239... | 551 |
2 587:5.0:836423870 48:5.0:836423886 586:3.0:836423886 597:5.0:836423886 31:5.0:836423902 193:3.0:836423902 276:4.0:836423921 | 551 |
2 225:5.0:836423429 39:5.0:836423445 364:5.0:836423445 454:4.0:836423445 356:5.0:836423469 236:4.0:836423512 282:5.0:836423512 186:5.0:836423602 377:4.0:836423602 350:5.0:836423624 500:5.0:836423677 | 357 |
3 1198:4.5:1084484663 1270:4.0:1084484666 10:4.0:1084484675 858:4.0:1084484680 597:3.0:1084484682 2858:3.0:1084484687 231:1.0:1084484689 500:3.0:1084484692 161:4.0:1084484757 367:2.5:1084484760 434:3.5:1084484764 454:4.0:1084484768 539:4.0:1084484773 | 357 |
3 1372:3.5:1084484454 272:5.0:1084484463 2006:3.5:1084484468 1375:4.0:1084484472 593:1.0:1084484516 356:4.0:1084484522 480:4.0:1084484525 457:4.0:1084484528 590:4.5:1084484531 592:3.0:1084484535 150:5.0:1084484538 110:5.0:1084484542 260:4.0:1084484551 318:4.5:1084484559 380:2.5:1084484567 1210:4.0:1084484573 589:3.0:10... | 4571 |
3 1198:4.5:1084484663 1270:4.0:1084484666 10:4.0:1084484675 858:4.0:1084484680 597:3.0:1084484682 2858:3.0:1084484687 231:1.0:1084484689 500:3.0:1084484692 161:4.0:1084484757 367:2.5:1084484760 434:3.5:1084484764 454:4.0:1084484768 539:4.0:1084484773 357:4.0:1084484775 185:3.5:1084484783 339:4.0:1084484786 141:0.5:1084... | 7389 |
3 2100:1.0:1084484935 3698:2.5:1084484939 1031:4.0:1084484947 4562:4.0:1084484959 6889:5.0:1084484981 7389:0.5:1084484989 7005:1.0:1084485009 1374:4.0:1084485043 1721:4.0:1084485051 2985:3.0:1084485054 1917:3.0:1084485057 5060:3.0:1084485066 1923:2.0:1084485070 1377:2.5:1084485073 1584:4.0:1084485077 1101:4.0:108448509... | 6539 |
3 349:4.0:1084484618 377:3.5:1084484621 153:3.0:1084484623 595:4.0:1084484626 344:0.5:1084484629 648:3.5:1084484634 316:4.0:1084484637 1196:4.0:1084484646 329:3.0:1084484653 364:4.0:1084484658 1198:4.5:1084484663 1270:4.0:1084484666 10:4.0:1084484675 858:4.0:1084484680 597:3.0:1084484682 2858:3.0:1084484687 231:1.0:108... | 337 |
4 2683:3.0:960485479 2699:2.0:960485479 2826:2.0:960485479 2710:2.0:960485516 2770:4.0:960485516 223:4.0:960485552 2722:2.0:960485552 2881:1.0:960485552 3203:1.0:960485552 2428:3.0:960485577 2605:2.0:960485577 | 2688 |
4 2115:5.0:960485281 | 2683 |
4 223:4.0:960485552 2722:2.0:960485552 2881:1.0:960485552 3203:1.0:960485552 2428:3.0:960485577 2605:2.0:960485577 2688:3.0:960485594 3175:4.0:960485594 2713:2.0:960485609 3053:1.0:960485626 | 2490 |
4 2770:4.0:960485516 223:4.0:960485552 2722:2.0:960485552 2881:1.0:960485552 3203:1.0:960485552 2428:3.0:960485577 2605:2.0:960485577 2688:3.0:960485594 3175:4.0:960485594 2713:2.0:960485609 3053:1.0:960485626 2490:2.0:960485644 2723:3.0:960485644 | 1513 |
4 1210:3.0:960485234 1833:2.0:960485234 2745:3.0:960485234 1272:4.0:960485281 1327:3.0:960485281 2115:5.0:960485281 2683:3.0:960485479 2699:2.0:960485479 2826:2.0:960485479 2710:2.0:960485516 | 2770 |
5 329:3.0:840764183 434:4.0:840764183 10:4.0:840768638 185:3.0:840768638 253:2.0:840768638 | 339 |
5 165:4.0:840764017 344:3.0:840764017 349:4.0:840764017 588:3.0:840764017 153:3.0:840764018 231:2.0:840764099 316:3.0:840764099 457:4.0:840764099 593:3.0:840764099 595:3.0:840764099 161:4.0:840764183 292:3.0:840764183 318:1.0:840764183 329:3.0:840764183 434:4.0:840764183 10:4.0:840768638 185:3.0:840768638 253:2.0:84076... | 339 |
5 292:3.0:840764183 318:1.0:840764183 329:3.0:840764183 434:4.0:840764183 10:4.0:840768638 185:3.0:840768638 253:2.0:840768638 | 339 |
5 296:1.0:840763915 380:5.0:840763915 165:4.0:840764017 344:3.0:840764017 | 349 |
5 316:3.0:840764099 457:4.0:840764099 593:3.0:840764099 595:3.0:840764099 161:4.0:840764183 292:3.0:840764183 318:1.0:840764183 329:3.0:840764183 434:4.0:840764183 10:4.0:840768638 185:3.0:840768638 253:2.0:840768638 339:3.0:840768638 208:3.0:840768639 110:4.0:840768763 | 288 |
6 2949:5.0:1100060102 5010:5.0:1100060134 4310:5.0:1100060139 3113:5.0:1100060182 839:5.0:1100060207 5459:5.0:1100060211 1556:5.0:1100060225 4367:5.0:1100060240 2402:5.0:1100060242 3697:5.0:1100060246 2640:1.0:1100062856 | 2353 |
6 2949:5.0:1100060102 5010:5.0:1100060134 4310:5.0:1100060139 3113:5.0:1100060182 839:5.0:1100060207 | 5459 |
6 4367:5.0:1100060240 2402:5.0:1100060242 3697:5.0:1100060246 2640:1.0:1100062856 2353:1.0:1100062885 2406:1.5:1100062886 | 2700 |
6 1556:5.0:1100060225 4367:5.0:1100060240 2402:5.0:1100060242 3697:5.0:1100060246 2640:1.0:1100062856 2353:1.0:1100062885 2406:1.5:1100062886 2700:2.0:1100062888 2599:3.0:1100062891 | 4993 |
6 5010:5.0:1100060134 4310:5.0:1100060139 3113:5.0:1100060182 839:5.0:1100060207 5459:5.0:1100060211 1556:5.0:1100060225 4367:5.0:1100060240 2402:5.0:1100060242 3697:5.0:1100060246 2640:1.0:1100062856 | 2353 |
7 318:5.0:840385526 329:3.0:840385526 434:3.0:840385526 288:3.0:840385582 508:4.0:840385582 162:5.0:840385787 356:5.0:840385823 208:4.0:840385898 339:2.0:840385898 19:3.0:840385932 21:5.0:840385932 34:4.0:840385932 367:3.0:840385932 410:4.0:840385932 435:2.0:840385955 500:4.0:840385955 586:3.0:840385955 39:3.0:84038598... | 348 |
7 150:5.0:840385452 296:5.0:840385452 380:2.0:840385452 590:4.0:840385452 592:3.0:840385452 153:3.0:840385482 165:3.0:840385482 344:4.0:840385482 | 349 |
7 292:4.0:840385526 318:5.0:840385526 329:3.0:840385526 434:3.0:840385526 288:3.0:840385582 508:4.0:840385582 162:5.0:840385787 356:5.0:840385823 208:4.0:840385898 339:2.0:840385898 19:3.0:840385932 21:5.0:840385932 34:4.0:840385932 367:3.0:840385932 410:4.0:840385932 | 435 |
7 380:2.0:840385452 590:4.0:840385452 592:3.0:840385452 153:3.0:840385482 165:3.0:840385482 344:4.0:840385482 349:4.0:840385482 588:4.0:840385482 231:3.0:840385502 316:1.0:840385502 457:3.0:840385502 595:3.0:840385502 292:4.0:840385526 318:5.0:840385526 329:3.0:840385526 434:3.0:840385526 288:3.0:840385582 508:4.0:8403... | 440 |
7 150:5.0:840385452 296:5.0:840385452 380:2.0:840385452 590:4.0:840385452 592:3.0:840385452 153:3.0:840385482 165:3.0:840385482 344:4.0:840385482 349:4.0:840385482 588:4.0:840385482 231:3.0:840385502 316:1.0:840385502 457:3.0:840385502 595:3.0:840385502 292:4.0:840385526 318:5.0:840385526 329:3.0:840385526 434:3.0:8403... | 236 |
8 296:4.5:1553765465 79132:4.5:1553765471 58559:4.0:1553765472 260:4.0:1553765477 912:4.0:1553765478 2858:3.5:1553765480 2329:4.5:1553765484 6016:4.5:1553765487 608:5.0:1553765495 1732:5.0:1553765532 55820:4.5:1553765535 4011:3.5:1553765541 44555:4.5:1553765546 | 32 |
8 183837:4.5:1553765431 188773:4.5:1553765433 296:4.5:1553765465 | 79132 |
8 2959:5.0:1553765392 1221:3.0:1553765395 593:5.0:1553765397 3481:3.0:1553765412 2712:4.0:1553765414 5995:5.0:1553765416 6502:4.0:1553765418 183837:4.5:1553765431 188773:4.5:1553765433 296:4.5:1553765465 79132:4.5:1553765471 58559:4.0:1553765472 260:4.0:1553765477 | 912 |
8 5995:5.0:1553765416 6502:4.0:1553765418 183837:4.5:1553765431 188773:4.5:1553765433 296:4.5:1553765465 79132:4.5:1553765471 58559:4.0:1553765472 260:4.0:1553765477 912:4.0:1553765478 2858:3.5:1553765480 2329:4.5:1553765484 6016:4.5:1553765487 608:5.0:1553765495 1732:5.0:1553765532 55820:4.5:1553765535 4011:3.5:155376... | 30749 |
8 3481:3.0:1553765412 2712:4.0:1553765414 5995:5.0:1553765416 6502:4.0:1553765418 183837:4.5:1553765431 188773:4.5:1553765433 296:4.5:1553765465 79132:4.5:1553765471 58559:4.0:1553765472 260:4.0:1553765477 912:4.0:1553765478 2858:3.5:1553765480 2329:4.5:1553765484 6016:4.5:1553765487 608:5.0:1553765495 1732:5.0:1553765... | 30749 |
9 2700:3.5:1138474047 1500:4.5:1138474066 5060:4.0:1138474074 4034:4.5:1138474079 2194:4.0:1138474082 1639:3.5:1138474089 2001:3.5:1138474101 1673:4.0:1138474118 471:3.5:1138474137 2329:4.5:1138474146 1215:4.0:1138474154 3081:4.5:1138474158 2542:4.5:1138474168 1748:4.0:1138474176 33672:0.5:1138474267 318:4.0:1138474434... | 3581 |
9 8957:4.0:1139427294 1200:4.0:1139427345 2997:4.5:1139427348 223:4.5:1139427361 47:5.0:1139427377 | 30707 |
9 2542:4.5:1138474168 1748:4.0:1138474176 33672:0.5:1138474267 318:4.0:1138474434 4973:4.5:1138474443 353:4.5:1138474457 | 5954 |
9 1500:4.5:1138474066 5060:4.0:1138474074 4034:4.5:1138474079 2194:4.0:1138474082 1639:3.5:1138474089 2001:3.5:1138474101 | 1673 |
9 1200:4.0:1139427345 2997:4.5:1139427348 223:4.5:1139427361 47:5.0:1139427377 30707:4.5:1139427381 6711:5.0:1139427385 50:4.0:1139427390 4011:5.0:1139427417 3275:4.0:1139427432 1129:3.5:1139427482 7981:4.0:1139427712 2843:4.0:1139427844 38061:4.5:1139427893 32:4.0:1139427899 4979:4.0:1139427983 4963:4.0:1139427985 165... | 5026 |
10 2081:3.0:1169298486 5481:3.0:1169298521 832:1.5:1169298530 1036:3.0:1169298555 2701:1.5:1169298562 7458:3.5:1169298574 1544:1.0:1169298578 4367:2.0:1169298664 8798:2.0:1169298686 2529:3.5:1169298706 5679:3.0:1169298725 6537:1.5:1169299320 1370:3.5:1169299328 370:2.0:1169299411 3869:2.5:1169299450 3868:3.5:1169299473... | 2082 |
10 8815:2.5:1194644757 55577:2.5:1194908459 37727:1.0:1194908577 3113:2.5:1194908672 2082:3.5:1194908689 5785:1.5:1194908971 8640:2.0:1194909009 8977:2.0:1194909052 8860:2.5:1194909097 8985:2.0:1194909166 260:4.0:1195350532 1198:3.5:1195350560 1884:4.5:1195350588 1356:2.0:1195507462 4643:1.5:1195507477 919:2.5:11955074... | 72641 |
10 316:3.0:1169298416 34048:2.5:1169298438 33679:2.0:1169298469 4310:1.5:1169298478 588:3.0:1169298484 2081:3.0:1169298486 5481:3.0:1169298521 832:1.5:1169298530 1036:3.0:1169298555 2701:1.5:1169298562 7458:3.5:1169298574 1544:1.0:1169298578 4367:2.0:1169298664 8798:2.0:1169298686 2529:3.5:1169298706 5679:3.0:116929872... | 82854 |
10 2762:2.0:1206374140 50:4.0:1206379202 55820:3.0:1206388004 56171:3.0:1206388148 52460:1.5:1206395484 1917:2.5:1206640578 58293:3.0:1206714463 1210:4.5:1206928480 3081:4.0:1207252708 56757:4.5:1207252721 2409:2.5:1207671350 2410:2.5:1207671352 4848:3.5:1207671379 457:3.0:1207671511 590:3.0:1207671584 55553:2.0:120767... | 69134 |
10 8985:2.0:1194909166 260:4.0:1195350532 1198:3.5:1195350560 1884:4.5:1195350588 1356:2.0:1195507462 4643:1.5:1195507477 919:2.5:1195507486 3717:2.0:1195507535 32019:3.5:1196714004 52281:3.5:1196732452 5219:3.5:1197373543 55232:3.0:1197373544 8861:2.5:1197373546 3355:3.0:1197413589 56156:3.0:1197846649 1639:3.0:119792... | 66934 |
11 62:4.0:850085076 95:1.0:850085076 736:3.0:850085076 780:5.0:850085076 3:3.0:850085116 5:3.0:850085116 6:3.0:850085116 104:2.0:850085167 708:4.0:850085167 784:1.0:850085167 786:3.0:850085167 135:3.0:850085191 788:5.0:850085191 | 66 |
11 3:3.0:850085116 5:3.0:850085116 6:3.0:850085116 104:2.0:850085167 708:4.0:850085167 784:1.0:850085167 786:3.0:850085167 135:3.0:850085191 788:5.0:850085191 66:2.0:850085219 743:3.0:850085219 | 1356 |
11 736:3.0:850085076 780:5.0:850085076 3:3.0:850085116 5:3.0:850085116 6:3.0:850085116 104:2.0:850085167 708:4.0:850085167 784:1.0:850085167 786:3.0:850085167 | 135 |
11 784:1.0:850085167 786:3.0:850085167 | 135 |
11 32:3.0:850085076 62:4.0:850085076 | 95 |
12 1285:3.0:1327271823 1375:1.0:1327271831 261:3.0:1327271836 1371:0.5:1327271845 2005:3.0:1327271849 1339:2.5:1327271854 31:3.0:1327271860 724:4.5:1327271869 1022:3.0:1327271872 2248:2.0:1327271883 1513:2.0:1327271893 | 2605 |
12 2248:2.0:1327271883 1513:2.0:1327271893 2605:3.0:1327271899 2393:0.5:1327271908 356:3.0:1327272049 | 1704 |
12 1371:0.5:1327271845 2005:3.0:1327271849 1339:2.5:1327271854 31:3.0:1327271860 724:4.5:1327271869 1022:3.0:1327271872 2248:2.0:1327271883 1513:2.0:1327271893 2605:3.0:1327271899 2393:0.5:1327271908 356:3.0:1327272049 1704:3.0:1327272054 7669:3.0:1327272061 1307:3.5:1327272758 5620:4.5:1327272852 | 1888 |
12 724:4.5:1327271869 1022:3.0:1327271872 2248:2.0:1327271883 1513:2.0:1327271893 2605:3.0:1327271899 2393:0.5:1327271908 | 356 |
12 261:3.0:1327271836 1371:0.5:1327271845 2005:3.0:1327271849 1339:2.5:1327271854 31:3.0:1327271860 724:4.5:1327271869 1022:3.0:1327271872 2248:2.0:1327271883 1513:2.0:1327271893 | 2605 |
13 1704:5.0:995949753 539:4.0:995949770 1266:2.0:995949811 2571:2.0:995949811 3499:3.0:995949853 1500:3.0:995949882 2268:5.0:995949882 3105:4.0:995949882 161:4.0:995949913 2359:4.0:995949913 377:3.0:995949931 6:5.0:995949973 475:4.0:995950035 357:3.0:995950053 1271:3.0:995950053 86:3.0:995950079 2231:2.0:995950079 587:... | 1721 |
13 2278:3.0:995950197 2762:4.0:995950455 1036:4.0:995950482 1240:4.0:995950482 3147:3.0:995950482 1610:4.0:995950498 3551:4.0:995950530 1674:3.0:995950565 3101:4.0:995950603 4661:3.0:995950633 733:3.0:995950673 225:4.0:995950702 1608:4.0:995950737 3755:3.0:995950737 912:4.0:995950802 969:4.0:995950802 920:4.0:995950834... | 4041 |
13 527:4.0:995949588 2858:4.0:995949605 1617:3.0:995949624 1233:4.0:995949644 296:2.0:995949665 110:5.0:995949681 589:5.0:995949695 457:4.0:995949753 1625:3.0:995949753 1704:5.0:995949753 539:4.0:995949770 1266:2.0:995949811 2571:2.0:995949811 3499:3.0:995949853 1500:3.0:995949882 2268:5.0:995949882 3105:4.0:995949882 ... | 3252 |
13 318:5.0:995949588 527:4.0:995949588 2858:4.0:995949605 1617:3.0:995949624 1233:4.0:995949644 296:2.0:995949665 110:5.0:995949681 589:5.0:995949695 457:4.0:995949753 1625:3.0:995949753 1704:5.0:995949753 539:4.0:995949770 1266:2.0:995949811 2571:2.0:995949811 3499:3.0:995949853 1500:3.0:995949882 2268:5.0:995949882 3... | 1036 |
13 1617:3.0:995949624 1233:4.0:995949644 296:2.0:995949665 110:5.0:995949681 589:5.0:995949695 457:4.0:995949753 1625:3.0:995949753 1704:5.0:995949753 539:4.0:995949770 1266:2.0:995949811 2571:2.0:995949811 3499:3.0:995949853 1500:3.0:995949882 2268:5.0:995949882 3105:4.0:995949882 161:4.0:995949913 2359:4.0:995949913 ... | 2278 |
14 7706:5.0:1336852131 4816:5.0:1336852142 8994:5.0:1336852158 8757:5.0:1336852170 4510:5.0:1336852196 | 7879 |
14 1903:5.0:1336851933 | 7437 |
14 7437:5.0:1336851947 26841:5.0:1336851964 5768:5.0:1336851977 3911:5.0:1336851988 2335:5.0:1336852005 6141:5.0:1336852018 3804:5.0:1336852030 26226:5.0:1336852039 2918:5.0:1336852060 437:5.0:1336852076 4619:5.0:1336852091 53189:5.0:1336852110 4622:5.0:1336852121 | 7706 |
14 4622:5.0:1336852121 7706:5.0:1336852131 4816:5.0:1336852142 8994:5.0:1336852158 8757:5.0:1336852170 4510:5.0:1336852196 7879:5.0:1336852220 | 7765 |
14 4510:5.0:1336852196 7879:5.0:1336852220 7765:5.0:1336852235 2261:5.0:1336852247 2246:4.5:1336852263 | 8734 |
15 5668:4.0:1289839498 80969:4.5:1289839939 79132:4.0:1289840006 | 8131 |
15 67267:4.0:1289856995 | 70862 |
15 367:1.5:1289857804 500:4.0:1289857820 5349:3.0:1289857828 377:3.5:1289857838 5989:4.0:1289857844 56367:4.5:1289857869 68157:3.5:1289857887 597:4.0:1289857891 | 6711 |
15 5970:4.5:1289839127 56171:3.0:1289839271 3079:4.0:1289839359 1595:0.5:1289839471 5668:4.0:1289839498 80969:4.5:1289839939 79132:4.0:1289840006 8131:3.0:1289840122 65261:4.5:1289840252 1079:4.5:1289840321 4973:4.5:1289855573 63992:3.0:1289855744 4246:4.0:1289855761 59725:4.0:1289855781 72395:2.5:1289855842 1270:3.5:1... | 2161 |
15 63082:4.0:1289856737 47610:4.5:1289856802 1032:4.0:1289856888 | 74789 |
16 102445:4.0:1517020640 60072:2.5:1517020641 | 31696 |
16 53322:3.5:1517021154 103335:2.0:1517021157 162606:5.0:1517021180 157699:5.0:1517021181 97923:4.5:1517021191 56757:2.0:1517021201 112171:4.0:1517021211 102903:4.5:1517021216 91535:5.0:1517021217 136020:3.0:1517021226 168248:5.0:1517021240 103810:4.5:1517021275 49530:3.0:1517021288 108188:4.0:1517021289 165347:4.0:151... | 83134 |
16 168248:5.0:1517021240 103810:4.5:1517021275 49530:3.0:1517021288 108188:4.0:1517021289 165347:4.0:1517021295 152079:3.5:1517021304 58295:3.0:1517021306 165103:2.0:1517021346 110730:3.5:1517021392 79293:4.0:1517021401 114439:3.0:1517021432 166946:3.5:1517021482 140110:3.5:1517021502 152083:3.5:1517021547 115149:3.5:1... | 1580 |
16 33794:3.0:1517020504 2028:1.5:1517020507 1265:0.5:1517020508 68358:2.5:1517020514 59315:1.5:1517020516 109487:0.5:1517020517 122904:3.0:1517020521 110:1.0:1517020525 2762:1.0:1517020527 91529:1.0:1517020557 41566:2.5:1517020574 5445:4.0:1517020575 145:1.5:1517020587 98809:3.0:1517020589 5989:4.5:1517020601 8644:3.0:... | 31685 |
16 106916:3.0:1572740303 36517:3.0:1572740333 86833:1.5:1572740346 60756:0.5:1572740355 3979:0.5:1572740361 5110:2.0:1572740376 6709:1.5:1572740396 96588:2.0:1572740412 56145:2.5:1572740459 56949:3.0:1572740509 88405:3.5:1572740621 83134:2.5:1572740650 36401:3.0:1572740710 69784:1.0:1572740845 67923:3.0:1572740874 7137... | 176101 |
17 1556:2.0:1027304819 1753:4.0:1027304819 2290:3.0:1027304819 260:5.0:1027304830 1961:5.0:1027304846 4226:5.0:1027304875 5010:4.0:1027304875 1393:3.0:1027304903 3275:5.0:1027304903 4034:5.0:1027304903 4995:5.0:1027304903 | 4022 |
17 5418:5.0:1027305284 5445:5.0:1027305284 5378:5.0:1027305315 5459:4.0:1027305333 50:5.0:1027305453 1198:5.0:1027305470 318:4.0:1027305563 1262:4.0:1027305563 527:5.0:1027305629 1197:4.0:1027305629 2571:5.0:1027305650 3996:5.0:1027305650 296:5.0:1027305662 1196:5.0:1027305669 750:4.0:1027305696 1210:5.0:1027305709 129... | 6 |
17 4226:5.0:1027304875 5010:4.0:1027304875 1393:3.0:1027304903 3275:5.0:1027304903 4034:5.0:1027304903 4995:5.0:1027304903 4022:5.0:1027304931 4896:4.0:1027304945 5074:5.0:1027304958 1297:5.0:1027304970 2916:3.0:1027304970 4975:4.0:1027304981 2403:4.0:1027304996 4890:4.0:1027305008 1580:4.0:1027305020 | 1676 |
17 4678:3.0:1027305047 780:4.0:1027305068 4310:3.0:1027305068 2374:3.0:1027305087 5025:4.0:1027305087 5438:3.0:1027305098 2402:3.0:1027305136 3826:2.0:1027305147 2404:3.0:1027305226 2816:2.0:1027305236 5388:5.0:1027305266 5266:4.0:1027305284 5349:4.0:1027305284 5418:5.0:1027305284 5445:5.0:1027305284 5378:5.0:102730531... | 50 |
17 25:4.0:1027304779 2012:3.0:1027304779 157:3.0:1027304797 2628:5.0:1027304797 480:4.0:1027304819 1556:2.0:1027304819 1753:4.0:1027304819 2290:3.0:1027304819 260:5.0:1027304830 1961:5.0:1027304846 4226:5.0:1027304875 5010:4.0:1027304875 1393:3.0:1027304903 3275:5.0:1027304903 4034:5.0:1027304903 4995:5.0:1027304903 40... | 3826 |
18 345:5.0:1251921638 | 588 |
18 2797:5.0:1251922673 2694:2.0:1251922693 7147:5.0:1251922704 | 1732 |
18 147:3.0:1251922424 592:4.0:1251922455 33794:3.5:1251922470 595:4.0:1251922527 51834:3.0:1251922539 1405:1.0:1251922543 6793:3.0:1251922559 2174:4.0:1251922563 215:3.0:1251922571 55805:3.5:1251922580 2797:5.0:1251922673 2694:2.0:1251922693 7147:5.0:1251922704 1732:5.0:1251922716 3967:4.5:1251922752 3949:5.0:125192284... | 52722 |
18 2212:5.0:1251998705 589:2.0:1251998719 1240:2.0:1251998730 53956:2.0:1251998743 | 364 |
18 3159:4.5:1251917607 4823:1.0:1251917690 4681:4.0:1251917771 64839:3.5:1251917897 48696:3.0:1251917991 64575:2.5:1251918244 68954:5.0:1251918269 52967:4.0:1251918543 54094:3.5:1251920252 2161:4.0:1251921123 902:5.0:1251921128 1061:3.0:1251921146 5954:4.0:1251921474 35836:1.0:1251921502 5377:3.0:1251921554 5945:3.0:12... | 1035 |
19 1333:4.0:974705516 | 1348 |
19 364:5.0:974704882 588:5.0:974704882 661:3.0:974704882 2018:3.0:974704882 2078:3.0:974704882 2081:2.0:974704882 2102:5.0:974704882 2687:2.0:974704882 616:4.0:974705070 709:4.0:974705070 1566:5.0:974705070 1907:4.0:974705070 2089:4.0:974705070 2090:4.0:974705070 1219:5.0:974705283 | 1387 |
19 1:3.0:974704488 594:5.0:974704488 3114:5.0:974704488 1022:5.0:974704603 1282:5.0:974704603 2080:4.0:974704603 2085:5.0:974704603 2355:4.0:974704603 2761:3.0:974704603 2987:5.0:974704603 595:4.0:974704689 1032:5.0:974704689 1405:5.0:974704689 2087:5.0:974704689 2096:5.0:974704689 2137:4.0:974704689 2700:4.0:974704689... | 364 |
19 594:5.0:974704488 3114:5.0:974704488 1022:5.0:974704603 1282:5.0:974704603 2080:4.0:974704603 2085:5.0:974704603 2355:4.0:974704603 2761:3.0:974704603 2987:5.0:974704603 595:4.0:974704689 1032:5.0:974704689 1405:5.0:974704689 2087:5.0:974704689 2096:5.0:974704689 2137:4.0:974704689 2700:4.0:974704689 3000:3.0:974704... | 1387 |
19 2096:5.0:974704689 2137:4.0:974704689 2700:4.0:974704689 3000:3.0:974704689 364:5.0:974704882 588:5.0:974704882 661:3.0:974704882 | 2018 |
20 318:5.0:1553180573 2959:2.5:1553180575 50:4.5:1553180577 858:4.5:1553180579 58559:3.5:1553180581 260:5.0:1553180585 1196:5.0:1553180587 200042:4.0:1553180593 79132:2.5:1553180600 68954:3.5:1553180601 72998:4.5:1553180603 68157:2.0:1553180609 99114:1.0:1553180613 70286:1.0:1553180617 194448:4.0:1553180622 188773:5.0:... | 593 |
20 4973:3.5:1553180757 193065:2.5:1553180762 187593:3.0:1553180764 1265:5.0:1553180785 1240:4.0:1553180790 1270:5.0:1553180792 1527:4.0:1553180796 3408:4.0:1553180801 4034:5.0:1553180804 6711:3.0:1553180806 1197:3.0:1553180838 457:4.0:1553180850 150:3.5:1553180857 3977:2.0:1553181175 3751:4.0:1553181176 5218:4.0:155318... | 1663 |
20 188773:5.0:1553180630 183897:4.0:1553180632 183837:3.5:1553180634 589:5.0:1553180722 527:5.0:1553180723 1036:5.0:1553180726 1210:5.0:1553180731 4993:4.0:1553180740 7153:4.0:1553180742 5952:4.0:1553180743 4306:4.0:1553180745 4886:5.0:1553180750 6377:4.0:1553180752 4973:3.5:1553180757 193065:2.5:1553180762 187593:3.0:... | 356 |
20 1221:5.0:1553181207 541:4.0:1553181208 1193:5.0:1553181212 593:5.0:1553181214 2791:5.0:1553181215 912:5.0:1553181217 64614:4.0:1553181228 33679:2.0:1553181231 41566:2.0:1553181236 49530:4.0:1553181238 34405:4.0:1553181241 196417:4.0:1553181245 1203:4.0:1553181301 1213:3.0:1553181303 904:5.0:1553181305 1219:3.0:15531... | 364 |
20 6377:4.0:1553180752 4973:3.5:1553180757 193065:2.5:1553180762 187593:3.0:1553180764 1265:5.0:1553180785 1240:4.0:1553180790 1270:5.0:1553180792 1527:4.0:1553180796 3408:4.0:1553180801 4034:5.0:1553180804 6711:3.0:1553180806 1197:3.0:1553180838 457:4.0:1553180850 150:3.5:1553180857 3977:2.0:1553181175 3751:4.0:155318... | 1961 |
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MovieLens 32M Sequential Recommender Dataset
This dataset is a processed version of the MovieLens 32M dataset, specifically formatted for sequential recommendation tasks. It contains user-item interaction sequences, enriched with rating and timestamp information, split into training, validation, and test sets.
Dataset Structure
The dataset is provided as a DatasetDict with three splits: train, validation, and test. Each split contains:
input_sequence: A string representing a user's interaction history. Each interaction is formatted asmovieId:rating:timestamp. Sequences vary in length and starting points to provide diverse training examples.target_item: A string representing themovieIdof the next item the user interacted with, which the model is expected to predict.
Generation Parameters
This dataset was generated with the following parameters:
NUM_USERS: 50000 (Number of unique users included in the dataset)MAX_SEQUENCES_PER_USER: 5 (Maximum number of training sequences sampled from each user's history)
These parameters are also embedded in the dataset's metadata for reproducibility.
Citation
Please cite the original MovieLens dataset if you use this data in your research:
F. Maxwell Harper and Joseph A. Konstan. 2015. The MovieLens Datasets: History and Context. ACM Transactions on Interactive Intelligent Systems (TiiS) 5, 4: 19:1–19:19. https://doi.org/10.1145/2827872
Acknowledgement
The Python scripts used to generate and process this dataset were developed with the assistance of Google's Gemini.
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