user_id stringlengths 1 4 | video_id stringlengths 1 5 | play_duration stringlengths 1 6 | video_duration stringlengths 3 6 | time stringlengths 21 23 | date stringclasses 28
values | timestamp stringlengths 12 14 | watch_ratio stringlengths 3 22 | source_row int64 1 12.5M | user_key int64 0 7.18k | item_id int64 0 10.7k | event_at timestamp[ns]date 2020-06-23 00:34:11 2020-09-09 23:32:12 | dataset_source stringclasses 1
value | synthetic bool 1
class |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 3649 | 13838 | 10867 | 2020-07-05 00:08:23.438 | 20200705 | 1593878903.438 | 1.2733965215790926 | 1 | 0 | 3,649 | 2020-07-04T16:08:23.438000 | kuairec | false |
0 | 9598 | 13665 | 10984 | 2020-07-05 00:13:41.297 | 20200705 | 1593879221.297 | 1.2440823015294975 | 2 | 0 | 9,598 | 2020-07-04T16:13:41.297000 | kuairec | false |
0 | 5262 | 851 | 7908 | 2020-07-05 00:16:06.687 | 20200705 | 1593879366.687 | 0.1076125442589782 | 3 | 0 | 5,262 | 2020-07-04T16:16:06.687000 | kuairec | false |
0 | 1963 | 862 | 9590 | 2020-07-05 00:20:26.792 | 20200705 | 1593879626.792 | 0.0898852971845672 | 4 | 0 | 1,963 | 2020-07-04T16:20:26.792000 | kuairec | false |
0 | 8234 | 858 | 11000 | 2020-07-05 00:43:05.128 | 20200705 | 1593880985.128 | 0.078 | 5 | 0 | 8,234 | 2020-07-04T16:43:05.128000 | kuairec | false |
0 | 8228 | 13484 | 8576 | 2020-07-05 01:00:25.5 | 20200705 | 1593882025.5 | 1.572294776119403 | 6 | 0 | 8,228 | 2020-07-04T17:00:25.500000 | kuairec | false |
0 | 6789 | 2327 | 13267 | 2020-07-05 03:28:02.32 | 20200705 | 1593890882.32 | 0.1753976030752996 | 7 | 0 | 6,789 | 2020-07-04T19:28:02.320000 | kuairec | false |
0 | 6812 | 23731 | 10728 | 2020-07-05 22:22:11.813 | 20200705 | 1593958931.813 | 2.212061894108874 | 8 | 0 | 6,812 | 2020-07-05T14:22:11.813000 | kuairec | false |
0 | 183 | 796 | 6100 | 2020-07-06 00:14:06.245 | 20200706 | 1593965646.245 | 0.1304918032786885 | 9 | 0 | 183 | 2020-07-05T16:14:06.245000 | kuairec | false |
0 | 169 | 13735 | 9767 | 2020-07-06 00:14:48.8 | 20200706 | 1593965688.8 | 1.4062659977475171 | 10 | 0 | 169 | 2020-07-05T16:14:48.800000 | kuairec | false |
0 | 1988 | 13287 | 7034 | 2020-07-06 00:15:03.506 | 20200706 | 1593965703.506 | 1.8889678703440431 | 11 | 0 | 1,988 | 2020-07-05T16:15:03.506000 | kuairec | false |
0 | 5274 | 13002 | 6200 | 2020-07-06 01:03:27.933 | 20200706 | 1593968607.933 | 2.0970967741935485 | 12 | 0 | 5,274 | 2020-07-05T17:03:27.933000 | kuairec | false |
0 | 179 | 13091 | 6067 | 2020-07-06 01:04:54.916 | 20200706 | 1593968694.916 | 2.1577385857919893 | 13 | 0 | 179 | 2020-07-05T17:04:54.916000 | kuairec | false |
0 | 3647 | 813 | 11967 | 2020-07-06 01:06:21.88 | 20200706 | 1593968781.88 | 0.0679368262722486 | 14 | 0 | 3,647 | 2020-07-05T17:06:21.880000 | kuairec | false |
0 | 8248 | 14210 | 11000 | 2020-07-06 01:06:36.499 | 20200706 | 1593968796.499 | 1.2918181818181818 | 15 | 0 | 8,248 | 2020-07-05T17:06:36.499000 | kuairec | false |
0 | 206 | 818 | 9067 | 2020-07-06 01:07:48.597 | 20200706 | 1593968868.597 | 0.0902172714238447 | 16 | 0 | 206 | 2020-07-05T17:07:48.597000 | kuairec | false |
0 | 6801 | 13422 | 6933 | 2020-07-06 01:08:02.473 | 20200706 | 1593968882.473 | 1.935958459541324 | 17 | 0 | 6,801 | 2020-07-05T17:08:02.473000 | kuairec | false |
0 | 171 | 173601 | 5217 | 2020-07-06 01:11:24.795 | 20200706 | 1593969084.795 | 33.27602070155262 | 18 | 0 | 171 | 2020-07-05T17:11:24.795000 | kuairec | false |
0 | 3672 | 13267 | 9200 | 2020-07-06 01:14:03.743 | 20200706 | 1593969243.743 | 1.4420652173913044 | 19 | 0 | 3,672 | 2020-07-05T17:14:03.743000 | kuairec | false |
0 | 2000 | 879 | 12260 | 2020-07-06 01:14:48.155 | 20200706 | 1593969288.155 | 0.0716965742251223 | 20 | 0 | 2,000 | 2020-07-05T17:14:48.155000 | kuairec | false |
0 | 5219 | 13807 | 9567 | 2020-07-06 01:20:48.754 | 20200706 | 1593969648.754 | 1.443190132747988 | 21 | 0 | 5,219 | 2020-07-05T17:20:48.754000 | kuairec | false |
0 | 2007 | 13266 | 59634 | 2020-07-06 01:22:00.855 | 20200706 | 1593969720.855 | 0.2224569876245095 | 22 | 0 | 2,007 | 2020-07-05T17:22:00.855000 | kuairec | false |
0 | 3657 | 838 | 10734 | 2020-07-06 01:24:26.108 | 20200706 | 1593969866.108 | 0.0780696851127259 | 23 | 0 | 3,657 | 2020-07-05T17:24:26.108000 | kuairec | false |
0 | 211 | 13800 | 4949 | 2020-07-06 01:28:45.279 | 20200706 | 1593970125.279 | 2.788442109517074 | 24 | 0 | 211 | 2020-07-05T17:28:45.279000 | kuairec | false |
0 | 5287 | 841 | 9651 | 2020-07-06 01:29:14.85 | 20200706 | 1593970154.85 | 0.0871412288881981 | 25 | 0 | 5,287 | 2020-07-05T17:29:14.850000 | kuairec | false |
0 | 1913 | 835 | 12700 | 2020-07-06 01:29:29.688 | 20200706 | 1593970169.688 | 0.065748031496063 | 26 | 0 | 1,913 | 2020-07-05T17:29:29.688000 | kuairec | false |
0 | 3684 | 860 | 10600 | 2020-07-06 01:54:26.894 | 20200706 | 1593971666.894 | 0.0811320754716981 | 27 | 0 | 3,684 | 2020-07-05T17:54:26.894000 | kuairec | false |
0 | 9591 | 874 | 11312 | 2020-07-06 02:01:13.383 | 20200706 | 1593972073.383 | 0.0772630834512022 | 28 | 0 | 9,591 | 2020-07-05T18:01:13.383000 | kuairec | false |
0 | 6829 | 861 | 7734 | 2020-07-06 03:01:18.678 | 20200706 | 1593975678.678 | 0.1113266097750193 | 29 | 0 | 6,829 | 2020-07-05T19:01:18.678000 | kuairec | false |
0 | 1997 | 14558 | 11367 | 2020-07-06 03:06:14.376 | 20200706 | 1593975974.376 | 1.2807249054279932 | 30 | 0 | 1,997 | 2020-07-05T19:06:14.376000 | kuairec | false |
0 | 1943 | 14812 | 6315 | 2020-07-06 03:07:16.42 | 20200706 | 1593976036.42 | 2.345526524148852 | 31 | 0 | 1,943 | 2020-07-05T19:07:16.420000 | kuairec | false |
0 | 6731 | 14407 | 12500 | 2020-07-06 03:17:25.726 | 20200706 | 1593976645.726 | 1.15256 | 32 | 0 | 6,731 | 2020-07-05T19:17:25.726000 | kuairec | false |
0 | 5205 | 780 | 6067 | 2020-07-06 03:54:53.779 | 20200706 | 1593978893.779 | 0.1285643645953519 | 33 | 0 | 5,205 | 2020-07-05T19:54:53.779000 | kuairec | false |
0 | 5233 | 14407 | 10751 | 2020-07-06 03:57:45.068 | 20200706 | 1593979065.068 | 1.3400613896381732 | 34 | 0 | 5,233 | 2020-07-05T19:57:45.068000 | kuairec | false |
0 | 6843 | 851 | 7700 | 2020-07-06 03:59:50.267 | 20200706 | 1593979190.267 | 0.1105194805194805 | 35 | 0 | 6,843 | 2020-07-05T19:59:50.267000 | kuairec | false |
0 | 1986 | 14418 | 9467 | 2020-07-06 04:02:25.847 | 20200706 | 1593979345.847 | 1.5229745431498891 | 36 | 0 | 1,986 | 2020-07-05T20:02:25.847000 | kuairec | false |
0 | 217 | 14311 | 5367 | 2020-07-06 04:05:33.042 | 20200706 | 1593979533.042 | 2.666480342835849 | 37 | 0 | 217 | 2020-07-05T20:05:33.042000 | kuairec | false |
0 | 2008 | 814 | 6000 | 2020-07-06 04:08:41.264 | 20200706 | 1593979721.264 | 0.1356666666666666 | 38 | 0 | 2,008 | 2020-07-05T20:08:41.264000 | kuairec | false |
0 | 5290 | 753 | 8167 | 2020-07-06 04:14:56.016 | 20200706 | 1593980096.016 | 0.0922003183543528 | 39 | 0 | 5,290 | 2020-07-05T20:14:56.016000 | kuairec | false |
0 | 8261 | 845 | 7734 | 2020-07-06 04:20:39.184 | 20200706 | 1593980439.184 | 0.1092578226014998 | 40 | 0 | 8,261 | 2020-07-05T20:20:39.184000 | kuairec | false |
0 | 8242 | 14543 | 6134 | 2020-07-06 04:22:59.18 | 20200706 | 1593980579.18 | 2.3708835996087383 | 41 | 0 | 8,242 | 2020-07-05T20:22:59.180000 | kuairec | false |
0 | 8259 | 14502 | 6034 | 2020-07-06 04:30:47.427 | 20200706 | 1593981047.427 | 2.403380841895923 | 42 | 0 | 8,259 | 2020-07-05T20:30:47.427000 | kuairec | false |
0 | 8220 | 14512 | 5734 | 2020-07-06 04:36:14.697 | 20200706 | 1593981374.697 | 2.530868503662365 | 43 | 0 | 8,220 | 2020-07-05T20:36:14.697000 | kuairec | false |
0 | 1965 | 833 | 8336 | 2020-07-06 04:37:49.256 | 20200706 | 1593981469.256 | 0.0999280230326295 | 44 | 0 | 1,965 | 2020-07-05T20:37:49.256000 | kuairec | false |
0 | 6775 | 725 | 11734 | 2020-07-06 04:40:10.043 | 20200706 | 1593981610.043 | 0.0617862621441963 | 45 | 0 | 6,775 | 2020-07-05T20:40:10.043000 | kuairec | false |
0 | 8239 | 14797 | 7134 | 2020-07-06 04:40:55.535 | 20200706 | 1593981655.535 | 2.074151948416036 | 46 | 0 | 8,239 | 2020-07-05T20:40:55.535000 | kuairec | false |
0 | 5293 | 14580 | 9700 | 2020-07-06 04:53:41.019 | 20200706 | 1593982421.019 | 1.5030927835051546 | 47 | 0 | 5,293 | 2020-07-05T20:53:41.019000 | kuairec | false |
0 | 6811 | 14559 | 6791 | 2020-07-06 04:55:14.61 | 20200706 | 1593982514.61 | 2.1438668826387866 | 48 | 0 | 6,811 | 2020-07-05T20:55:14.610000 | kuairec | false |
0 | 6803 | 820 | 6334 | 2020-07-06 04:59:56.316 | 20200706 | 1593982796.316 | 0.1294600568361225 | 49 | 0 | 6,803 | 2020-07-05T20:59:56.316000 | kuairec | false |
0 | 9645 | 14814 | 8493 | 2020-07-06 05:18:38.198 | 20200706 | 1593983918.198 | 1.7442599788060755 | 50 | 0 | 9,645 | 2020-07-05T21:18:38.198000 | kuairec | false |
0 | 3664 | 840 | 11796 | 2020-07-06 05:26:26.994 | 20200706 | 1593984386.994 | 0.0712105798575788 | 51 | 0 | 3,664 | 2020-07-05T21:26:26.994000 | kuairec | false |
0 | 8260 | 14500 | 9150 | 2020-07-06 05:26:41.79 | 20200706 | 1593984401.79 | 1.5846994535519126 | 52 | 0 | 8,260 | 2020-07-05T21:26:41.790000 | kuairec | false |
0 | 5292 | 767 | 9667 | 2020-07-06 05:35:33.264 | 20200706 | 1593984933.264 | 0.079342091652012 | 53 | 0 | 5,292 | 2020-07-05T21:35:33.264000 | kuairec | false |
0 | 3578 | 827 | 11728 | 2020-07-06 05:50:23.186 | 20200706 | 1593985823.186 | 0.0705150068212824 | 54 | 0 | 3,578 | 2020-07-05T21:50:23.186000 | kuairec | false |
0 | 9595 | 810 | 10067 | 2020-07-06 05:56:37.622 | 20200706 | 1593986197.622 | 0.0804609118903347 | 55 | 0 | 9,595 | 2020-07-05T21:56:37.622000 | kuairec | false |
0 | 3594 | 796 | 10317 | 2020-07-06 06:19:15.186 | 20200706 | 1593987555.186 | 0.0771542114955898 | 56 | 0 | 3,594 | 2020-07-05T22:19:15.186000 | kuairec | false |
0 | 2006 | 14324 | 11883 | 2020-07-06 06:19:29.916 | 20200706 | 1593987569.916 | 1.2054195068585374 | 57 | 0 | 2,006 | 2020-07-05T22:19:29.916000 | kuairec | false |
0 | 9594 | 14407 | 7234 | 2020-07-06 06:27:17.978 | 20200706 | 1593988037.978 | 1.991567597456456 | 58 | 0 | 9,594 | 2020-07-05T22:27:17.978000 | kuairec | false |
0 | 9617 | 839 | 12367 | 2020-07-06 06:43:26.293 | 20200706 | 1593989006.293 | 0.0678418371472467 | 59 | 0 | 9,617 | 2020-07-05T22:43:26.293000 | kuairec | false |
0 | 2013 | 840 | 7240 | 2020-07-06 07:07:53.409 | 20200706 | 1593990473.409 | 0.1160220994475138 | 60 | 0 | 2,013 | 2020-07-05T23:07:53.409000 | kuairec | false |
0 | 9624 | 781 | 6920 | 2020-07-06 07:11:16.542 | 20200706 | 1593990676.542 | 0.1128612716763005 | 61 | 0 | 9,624 | 2020-07-05T23:11:16.542000 | kuairec | false |
0 | 110 | 14368 | 10200 | 2020-07-06 07:18:48.243 | 20200706 | 1593991128.243 | 1.4086274509803922 | 62 | 0 | 110 | 2020-07-05T23:18:48.243000 | kuairec | false |
0 | 3518 | 787 | 13861 | 2020-07-06 07:41:26.815 | 20200706 | 1593992486.815 | 0.056778010244571 | 63 | 0 | 3,518 | 2020-07-05T23:41:26.815000 | kuairec | false |
0 | 1915 | 13925 | 11967 | 2020-07-06 08:10:18.33 | 20200706 | 1593994218.33 | 1.1636166123506309 | 64 | 0 | 1,915 | 2020-07-06T00:10:18.330000 | kuairec | false |
0 | 8264 | 14330 | 6500 | 2020-07-06 08:14:12.8 | 20200706 | 1593994452.8 | 2.2046153846153844 | 65 | 0 | 8,264 | 2020-07-06T00:14:12.800000 | kuairec | false |
0 | 9613 | 891 | 8067 | 2020-07-06 08:15:31.738 | 20200706 | 1593994531.738 | 0.110449981405727 | 66 | 0 | 9,613 | 2020-07-06T00:15:31.738000 | kuairec | false |
0 | 5277 | 748 | 11612 | 2020-07-06 08:25:40.114 | 20200706 | 1593995140.114 | 0.0644161212538753 | 67 | 0 | 5,277 | 2020-07-06T00:25:40.114000 | kuairec | false |
0 | 9568 | 14328 | 5000 | 2020-07-06 08:29:33.467 | 20200706 | 1593995373.467 | 2.8656 | 68 | 0 | 9,568 | 2020-07-06T00:29:33.467000 | kuairec | false |
0 | 1975 | 13932 | 9010 | 2020-07-06 08:37:37.335 | 20200706 | 1593995857.335 | 1.546281908990011 | 69 | 0 | 1,975 | 2020-07-06T00:37:37.335000 | kuairec | false |
0 | 5265 | 14367 | 9000 | 2020-07-06 08:49:19.617 | 20200706 | 1593996559.617 | 1.5963333333333334 | 70 | 0 | 5,265 | 2020-07-06T00:49:19.617000 | kuairec | false |
0 | 5273 | 13785 | 12300 | 2020-07-06 08:53:44.588 | 20200706 | 1593996824.588 | 1.1207317073170733 | 71 | 0 | 5,273 | 2020-07-06T00:53:44.588000 | kuairec | false |
0 | 5315 | 841 | 10667 | 2020-07-06 08:56:06.422 | 20200706 | 1593996966.422 | 0.0788412862098059 | 72 | 0 | 5,315 | 2020-07-06T00:56:06.422000 | kuairec | false |
0 | 5304 | 834 | 10244 | 2020-07-06 08:56:22.182 | 20200706 | 1593996982.182 | 0.0814135103475204 | 73 | 0 | 5,304 | 2020-07-06T00:56:22.182000 | kuairec | false |
0 | 8183 | 737 | 7129 | 2020-07-06 09:06:30.865 | 20200706 | 1593997590.865 | 0.1033805582830691 | 74 | 0 | 8,183 | 2020-07-06T01:06:30.865000 | kuairec | false |
0 | 3650 | 14296 | 8500 | 2020-07-06 09:09:52.768 | 20200706 | 1593997792.768 | 1.6818823529411764 | 75 | 0 | 3,650 | 2020-07-06T01:09:52.768000 | kuairec | false |
0 | 228 | 29405 | 12300 | 2020-07-06 09:12:44.285 | 20200706 | 1593997964.285 | 2.390650406504065 | 76 | 0 | 228 | 2020-07-06T01:12:44.285000 | kuairec | false |
0 | 3654 | 824 | 9500 | 2020-07-06 09:19:46.646 | 20200706 | 1593998386.646 | 0.0867368421052631 | 77 | 0 | 3,654 | 2020-07-06T01:19:46.646000 | kuairec | false |
0 | 6839 | 898 | 45379 | 2020-07-06 09:23:56.36 | 20200706 | 1593998636.36 | 0.0197888891337402 | 78 | 0 | 6,839 | 2020-07-06T01:23:56.360000 | kuairec | false |
0 | 6757 | 14332 | 11500 | 2020-07-06 09:25:44.596 | 20200706 | 1593998744.596 | 1.2462608695652173 | 79 | 0 | 6,757 | 2020-07-06T01:25:44.596000 | kuairec | false |
0 | 8222 | 796 | 11534 | 2020-07-06 09:45:09.401 | 20200706 | 1593999909.401 | 0.069013351829374 | 80 | 0 | 8,222 | 2020-07-06T01:45:09.401000 | kuairec | false |
0 | 6834 | 14202 | 12867 | 2020-07-06 10:00:29.185 | 20200706 | 1594000829.185 | 1.103753788761949 | 81 | 0 | 6,834 | 2020-07-06T02:00:29.185000 | kuairec | false |
0 | 8256 | 746 | 8117 | 2020-07-06 10:02:03.595 | 20200706 | 1594000923.595 | 0.0919058765553776 | 82 | 0 | 8,256 | 2020-07-06T02:02:03.595000 | kuairec | false |
0 | 133 | 14377 | 5848 | 2020-07-06 10:08:17.846 | 20200706 | 1594001297.846 | 2.4584473324213407 | 83 | 0 | 133 | 2020-07-06T02:08:17.846000 | kuairec | false |
0 | 8283 | 12387 | 6967 | 2020-07-06 22:14:13.939 | 20200706 | 1594044853.939 | 1.7779532079804794 | 84 | 0 | 8,283 | 2020-07-06T14:14:13.939000 | kuairec | false |
0 | 9667 | 850 | 10550 | 2020-07-06 22:14:28.912 | 20200706 | 1594044868.912 | 0.0805687203791469 | 85 | 0 | 9,667 | 2020-07-06T14:14:28.912000 | kuairec | false |
0 | 254 | 14737 | 9934 | 2020-07-06 22:16:24.365 | 20200706 | 1594044984.365 | 1.4834910408697404 | 86 | 0 | 254 | 2020-07-06T14:16:24.365000 | kuairec | false |
0 | 9659 | 848 | 16384 | 2020-07-06 22:18:34.606 | 20200706 | 1594045114.606 | 0.0517578125 | 87 | 0 | 9,659 | 2020-07-06T14:18:34.606000 | kuairec | false |
0 | 6854 | 851 | 6000 | 2020-07-06 22:19:46.671 | 20200706 | 1594045186.671 | 0.1418333333333333 | 88 | 0 | 6,854 | 2020-07-06T14:19:46.671000 | kuairec | false |
0 | 5331 | 13460 | 11434 | 2020-07-06 22:20:15.366 | 20200706 | 1594045215.366 | 1.177190834353682 | 89 | 0 | 5,331 | 2020-07-06T14:20:15.366000 | kuairec | false |
0 | 9653 | 13838 | 10967 | 2020-07-06 22:20:57.892 | 20200706 | 1594045257.892 | 1.2617853560682046 | 90 | 0 | 9,653 | 2020-07-06T14:20:57.892000 | kuairec | false |
0 | 6767 | 13324 | 10534 | 2020-07-06 22:23:08.248 | 20200706 | 1594045388.248 | 1.2648566546421112 | 91 | 0 | 6,767 | 2020-07-06T14:23:08.248000 | kuairec | false |
0 | 5326 | 13849 | 11167 | 2020-07-06 22:23:36.914 | 20200706 | 1594045416.914 | 1.2401719351661145 | 92 | 0 | 5,326 | 2020-07-06T14:23:36.914000 | kuairec | false |
0 | 3714 | 13238 | 9067 | 2020-07-06 22:23:51.637 | 20200706 | 1594045431.637 | 1.4600198522113157 | 93 | 0 | 3,714 | 2020-07-06T14:23:51.637000 | kuairec | false |
0 | 2040 | 13276 | 10000 | 2020-07-06 22:28:55.393 | 20200706 | 1594045735.393 | 1.3276 | 94 | 0 | 2,040 | 2020-07-06T14:28:55.393000 | kuairec | false |
0 | 3725 | 0 | 10688 | 2020-07-07 00:05:20.21 | 20200707 | 1594051520.21 | 0.0 | 95 | 0 | 3,725 | 2020-07-06T16:05:20.210000 | kuairec | false |
0 | 256 | 13448 | 12075 | 2020-07-07 00:05:42.817 | 20200707 | 1594051542.817 | 1.113706004140787 | 96 | 0 | 256 | 2020-07-06T16:05:42.817000 | kuairec | false |
0 | 233 | 13874 | 12267 | 2020-07-07 00:07:08.999 | 20200707 | 1594051628.999 | 1.1310018749490502 | 97 | 0 | 233 | 2020-07-06T16:07:08.999000 | kuairec | false |
0 | 229 | 13545 | 7600 | 2020-07-07 00:07:38.738 | 20200707 | 1594051658.738 | 1.7822368421052632 | 98 | 0 | 229 | 2020-07-06T16:07:38.738000 | kuairec | false |
0 | 237 | 13858 | 10380 | 2020-07-07 00:08:21.538 | 20200707 | 1594051701.538 | 1.335067437379576 | 99 | 0 | 237 | 2020-07-06T16:08:21.538000 | kuairec | false |
0 | 2031 | 809 | 10267 | 2020-07-07 00:09:05.872 | 20200707 | 1594051745.872 | 0.0787961429823707 | 100 | 0 | 2,031 | 2020-07-06T16:09:05.872000 | kuairec | false |
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