label
int64 | msno
int64 | song_id
int64 | source_system_tab
string | source_screen_name
string | source_type
string | city
int64 | bd
int64 | gender
string | registered_via
int64 | registration_init_time
int64 | expiration_date
int64 | song_length
int64 | genre_ids
string | artist_name
string | composer
string | lyricist
string | language
int64 | name
int64 | isrc
string |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 19,274 | 1,212,194 | my library | Local playlist more | local-playlist | 13 | 24 | female | 9 | 20,110,525 | 20,170,911 | 229,982 | 465 | 39087 | 409001 91116 354288 | 409001 408753 | 31 | 1,122,254 | TWA531400512 |
1 | 31,395 | 58,233 | my library | Local playlist more | local-library | 15 | 26 | male | 9 | 20,111,107 | 20,180,304 | 278,964 | 2022 | 322252 | 370313 | null | 52 | 231,490 | USUM70759544 |
1 | 31,395 | 2,047,420 | my library | Local playlist more | local-library | 15 | 26 | male | 9 | 20,111,107 | 20,180,304 | 223,933 | 465 | 255604 | 255604 109638 374084 | null | 52 | 935,341 | QMF921450114 |
1 | 28,979 | 1,586,813 | my library | Online playlist more | online-playlist | 15 | 18 | male | 4 | 20,151,220 | 20,170,930 | 183,251 | 2022 | 212686 | 212686 | null | 52 | 405,398 | GBAYE1000769 |
0 | 15,680 | 974,478 | my library | Local playlist more | local-library | 21 | 20 | female | 7 | 20,111,028 | 20,170,930 | 236,123 | 465 | 461584 | 331474 332788 | null | 52 | 102,711 | BEUM71100342 |
1 | 10,493 | 414,241 | my library | Local playlist more | local-library | 15 | 26 | female | 9 | 20,060,616 | 20,180,516 | 244,924 | 465 | 496519 | 490275 | 490275 | 3 | 1,089,997 | TWD631416608 |
0 | 10,493 | 2,131,127 | my library | Local playlist more | local-library | 15 | 26 | female | 9 | 20,060,616 | 20,180,516 | 284,908 | 921 | 444553 | null | null | 3 | 1,153,954 | TWA470441001 |
1 | 1,238 | 831,145 | my library | Local playlist more | local-playlist | 1 | 0 | null | 7 | 20,130,925 | 20,171,001 | 198,528 | 458 | 483801 | 511647 485477 | 511647 | 3 | 1,063,147 | TWK231610203 |
1 | 1,729 | 734,263 | my library | Local playlist more | local-playlist | 13 | 26 | female | 3 | 20,130,405 | 20,171,003 | 184,366 | 465 | 121429 | null | 79067 216513 161405 170491 10892 | 31 | 460,426 | KRA301500665 |
0 | 5,446 | 32,730 | discover | Unknown | online-playlist | 15 | 41 | male | 3 | 20,140,524 | 20,171,002 | 254,464 | 458 | 502623 | 288154 | 288154 | 3 | 1,045,693 | TWA139500109 |
1 | 27,393 | 1,291,172 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,160,304 | 20,171,003 | 274,599 | 437 | 181313 | 463499 | 463499 | 17 | 116,126 | JPU901600187 |
1 | 10,053 | 1,429,617 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,130,902 | 20,170,914 | 292,048 | 465 | 486355 | null | null | 3 | 1,076,231 | null |
1 | 28,751 | 1,400,138 | my library | Local playlist more | local-library | 12 | 46 | female | 9 | 20,100,916 | 20,170,930 | 288,391 | 458 | 512254 | 223234 | null | 3 | 1,039,043 | HKJ631402010 |
1 | 1,003 | 923,423 | discover | Discover Chart | online-playlist | 1 | 0 | null | 7 | 20,150,815 | 20,170,915 | 291,828 | 1259 | 350102 | 5696 350068 291484 235203 | null | 52 | 108,313 | USUM71603293 |
0 | 6,616 | 2,236,863 | discover | Discover Feature | album | 1 | 0 | null | 7 | 20,101,118 | 20,170,810 | 94,923 | 921 | 444553 | null | null | 52 | 829,656 | GBUM71207807 |
1 | 4,468 | 2,148,235 | my library | Local playlist more | local-playlist | 22 | 29 | male | 4 | 20,151,115 | 20,180,604 | 241,441 | 465 | 507624 | 507623 | 507623 | 3 | 1,030,782 | TWJ810600002 |
0 | 3,789 | 1,620,244 | my library | Local playlist more | local-library | 5 | 34 | female | 9 | 20,110,222 | 20,170,510 | 224,682 | 465 | 82306 | 82306 233460 199379 29749 | null | 52 | 893,624 | USUM71407113 |
1 | 14,668 | 2,183,258 | discover | Discover Feature | song-based-playlist | 22 | 21 | female | 3 | 20,141,102 | 20,170,617 | 236,460 | null | 490198 | 507531 | 507531 | 3 | 1,054,737 | CNA231601679 |
1 | 12,362 | 96,046 | discover | Online playlist more | song-based-playlist | 13 | 26 | female | 7 | 20,120,514 | 20,171,119 | 195,944 | 359 | 473865 | null | null | 52 | 343,721 | USAT21601930 |
1 | 12,362 | 1,545,171 | discover | Online playlist more | song-based-playlist | 13 | 26 | female | 7 | 20,120,514 | 20,171,119 | 227,378 | 1609 | 64500 | 126758 64500 | 126758 64500 | 52 | 623,182 | GBARL1401201 |
1 | 33,124 | 13,461 | my library | Local playlist more | local-playlist | 1 | 0 | null | 7 | 20,120,804 | 20,171,004 | 208,492 | 1609 | 416844 | 25223 128037 381151 | 25223 128037 381151 | 52 | 223,477 | USQX91600011 |
1 | 27,362 | 2,050,237 | my library | Local playlist more | local-playlist | 6 | 0 | null | 4 | 20,160,805 | 20,170,408 | 185,155 | 465 430 | 16185 7486 | 18767 25281 56660 224102 259581 456242 | null | 52 | 481,481 | GBDMT1600210 |
1 | 27,362 | 1,702,308 | my library | Local playlist more | local-playlist | 6 | 0 | null | 4 | 20,160,805 | 20,170,408 | 200,385 | 465 | 77858 | 78346 42936 202545 198250 205124 301141 | 78346 42936 202545 198250 205124 301141 | 52 | 343,067 | DKAZA1600015 |
0 | 26,613 | 1,020,807 | my library | Local playlist more | local-library | 4 | 22 | female | 3 | 20,150,120 | 20,171,004 | 201,363 | 465 | 276554 | 276554 204459 273556 186344 100211 233460 388778 52822 331681 378105 | null | 52 | 936,038 | USIR20500195 |
1 | 27,179 | 646,976 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,110,705 | 20,170,930 | 226,580 | 465 | 485958 | null | null | 3 | 1,128,378 | HKD450200008 |
1 | 23,500 | 1,211,741 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,151,026 | 20,170,930 | 266,448 | 1259 | 502308 | null | null | 3 | 1,070,754 | TWA450893202 |
1 | 9,743 | 1,774,379 | my library | Local playlist more | local-playlist | 22 | 0 | null | 4 | 20,160,408 | 20,170,820 | 241,811 | 947 | 474772 | null | null | -1 | 1,156,501 | JPQ700600241 |
1 | 25,060 | 2,008,095 | my library | Local playlist more | local-library | 5 | 23 | female | 9 | 20,120,531 | 20,170,719 | 234,161 | 458 | 496164 | 498326 | 498326 | 3 | 1,089,169 | TWA211656001 |
1 | 13,856 | 1,941,347 | my library | Local playlist more | local-library | 5 | 36 | male | 9 | 20,110,226 | 20,170,926 | 249,103 | 465 | 502231 446449 | 512987 | 499800 | 3 | 1,132,085 | TWA459755503 |
1 | 9,086 | 479,179 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,151,010 | 20,170,909 | 112,152 | 786 726 | 490869 | 514049 | null | -1 | 1,130,378 | TWC019603410 |
0 | 18,277 | 2,049,104 | radio | Radio | radio | 4 | 30 | male | 9 | 20,120,706 | 20,171,006 | 261,642 | 465 | 510277 | 335074 | 175985 | 3 | 1,139,960 | TWA531261804 |
1 | 30,111 | 1,006,274 | my library | Local playlist more | local-library | 15 | 35 | female | 3 | 20,141,010 | 20,180,204 | 262,165 | 458 | 499333 | 453535 | null | 3 | 1,044,857 | TWUM71300116 |
1 | 11,264 | 2,270,582 | my library | Local playlist more | local-library | 1 | 23 | female | 3 | 20,151,003 | 20,170,911 | 192,261 | 458 | 487055 | 487055 | 487055 | 3 | 1,083,611 | null |
1 | 30,111 | 1,256,441 | my library | Local playlist more | local-library | 15 | 35 | female | 3 | 20,141,010 | 20,180,204 | 252,656 | 465 | 496519 | 496520 | 489637 | 3 | 1,066,102 | TWD631557601 |
1 | 30,111 | 1,582,044 | my library | Local playlist more | local-library | 15 | 35 | female | 3 | 20,141,010 | 20,180,204 | 300,826 | 465 | 3367 | 497257 | 489928 | 3 | 1,066,649 | TWA771000966 |
1 | 30,111 | 1,509,410 | my library | Local playlist more | local-library | 15 | 35 | female | 3 | 20,141,010 | 20,180,204 | 248,581 | 1259 | 128063 | 294870 277943 279859 23227 78470 | null | 52 | 440,412 | USIR10400682 |
1 | 30,111 | 1,938,028 | my library | Local playlist more | local-library | 15 | 35 | female | 3 | 20,141,010 | 20,180,204 | 233,142 | 465 1259 | 503276 | 512794 | 492911 | 3 | 1,103,577 | null |
1 | 27,201 | 2,174,726 | my library | My library | local-playlist | 5 | 39 | female | 9 | 20,081,223 | 20,171,231 | 306,155 | 465 | 487560 | null | null | 3 | 1,134,023 | TWA450891602 |
1 | 1,542 | 810,979 | discover | Discover Chart | online-playlist | 1 | 0 | null | 7 | 20,111,115 | 20,170,930 | 233,685 | 465 | 224102 | 224102 122305 45642 | null | 52 | 508,090 | USUM71516761 |
1 | 32,523 | 1,965,519 | my library | Local playlist more | local-library | 14 | 24 | male | 9 | 20,131,228 | 20,171,029 | 191,320 | 465 | 514918 | 284778 202155 | 496545 | 3 | 1,132,961 | TWH771525006 |
0 | 2,919 | 2,049,226 | listen with | Others profile more | listen-with | 13 | 27 | male | 9 | 20,121,002 | 20,180,220 | 354,115 | 465 | 515664 | 459098 | 72809 257304 | 3 | 1,156,481 | TWA539091203 |
1 | 24,780 | 493,113 | my library | My library | album | 1 | 0 | null | 7 | 20,140,724 | 20,170,914 | 287,346 | 465 | 496164 | 244781 | 504001 | 3 | 1,056,076 | TWA211558101 |
1 | 19,598 | 347,081 | my library | Local playlist more | local-library | 12 | 28 | female | 9 | 20,080,305 | 20,180,218 | 227,840 | 1609 | 81004 | 160198 195959 | null | 52 | 677,471 | GBAHS1300498 |
1 | 1,338 | 307,742 | my library | Local playlist more | local-library | 5 | 20 | female | 9 | 20,090,906 | 20,181,007 | 240,326 | 465 | 491264 | 502727 | 502727 512302 | 3 | 1,029,105 | TWR031404010 |
1 | 7,203 | 319,094 | my library | Local playlist more | local-library | 10 | 0 | null | 4 | 20,160,117 | 20,170,927 | 259,030 | 465 | 487851 | null | null | 3 | 1,067,616 | null |
1 | 9,905 | 2,221,269 | my library | Local playlist more | local-library | 5 | 32 | female | 9 | 20,090,228 | 20,170,516 | 278,308 | 465 | 485268 | 496398 | 515184 | 3 | 1,101,895 | TWQ371501002 |
0 | 26,667 | 1,277,478 | my library | Local playlist more | local-playlist | 22 | 18 | male | 9 | 20,141,129 | 20,170,904 | 205,937 | 465 | 505549 | null | null | 3 | 1,158,069 | TWEM31211002 |
1 | 8,307 | 2,160,976 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,161,029 | 20,170,930 | 265,508 | 465 | 503663 | 205056 | 494060 487747 | 3 | 1,068,528 | TWD951562101 |
1 | 5,110 | 592,086 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,120,112 | 20,170,930 | 284,467 | 465 | 455727 | 202269 455868 201091 | null | 52 | 720,308 | USUM71215597 |
1 | 18,151 | 234,891 | discover | Online playlist more | online-playlist | 13 | 23 | female | 3 | 20,120,731 | 20,170,911 | 231,270 | 444 | 90976 | null | null | 31 | 178,337 | US5TA1500073 |
1 | 31,594 | 1,266,097 | my library | Local playlist more | local-playlist | 13 | 25 | male | 9 | 20,100,713 | 20,170,929 | 85,472 | 458 | 488082 | 488081 | null | 3 | 250,163 | TWA470713025 |
1 | 2,176 | 2,262,936 | my library | Local playlist more | local-playlist | 13 | 32 | female | 9 | 20,120,905 | 20,171,004 | 273,972 | 465 | 506566 | null | null | 3 | 1,039,863 | TWB510327403 |
0 | 5,841 | 2,185,679 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,131,221 | 20,170,930 | 243,670 | 465 | 251392 | 251392 | 251392 | 52 | 906,357 | NOAHV9818010 |
1 | 4,482 | 1,920,347 | my library | Local playlist more | local-playlist | 1 | 0 | null | 7 | 20,110,121 | 20,170,921 | 235,264 | 465 1011 | 412673 | 412673 | null | 52 | 506,936 | USCJY0803275 |
1 | 10,632 | 1,997,778 | discover | Online playlist more | online-playlist | 5 | 31 | female | 9 | 20,110,817 | 20,171,228 | 219,324 | 458 | 488118 | 488117 | 488117 492226 | 3 | 1,071,272 | TWAG11600306 |
1 | 22,026 | 868,679 | discover | Discover Chart | online-playlist | 13 | 27 | female | 3 | 20,150,411 | 20,170,920 | 265,848 | 465 | 498174 | 191026 | 255219 | 3 | 1,031,807 | TWA531576502 |
1 | 1,105 | 1,135,642 | search | Album more | album | 1 | 0 | null | 7 | 20,110,121 | 20,170,917 | 310,311 | 458 | 499659 | 366537 | null | 3 | 1,139,271 | TWUM71600048 |
0 | 17,730 | 1,737,012 | discover | Discover Feature | song-based-playlist | 1 | 0 | null | 3 | 20,121,031 | 20,170,914 | 253,178 | 465 | 493255 | null | null | 3 | 1,110,636 | TWA119811020 |
1 | 30,909 | 1,080,100 | my library | Local playlist more | local-library | 13 | 20 | female | 3 | 20,140,907 | 20,161,224 | 208,700 | 465 | 1422 | 413246 | null | 31 | 368,699 | USUM71417913 |
1 | 30,909 | 1,433,636 | discover | null | top-hits-for-artist | 13 | 20 | female | 3 | 20,140,907 | 20,161,224 | 239,699 | 465 | 269367 | null | null | 3 | 1,067,526 | TWK231205802 |
1 | 5,513 | 389,787 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,101,006 | 20,170,617 | 234,893 | 465 | 485106 | 513138 | 495504 | 3 | 1,084,164 | HKH621401001 |
1 | 22,703 | 415,491 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,151,010 | 20,170,909 | 289,018 | 465 | 490242 | null | null | 3 | 1,087,885 | TWA270614010 |
0 | 22,703 | 1,321,470 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,151,010 | 20,170,909 | 255,187 | 465 | 507750 | 507749 | 507749 | 3 | 1,029,428 | TWK331001003 |
1 | 26,203 | 515,281 | my library | Local playlist more | local-playlist | 5 | 19 | male | 3 | 20,150,124 | 20,170,910 | 224,862 | 465 | 502623 | 502622 | 502642 | 3 | 1,059,364 | TWA470532006 |
1 | 5,859 | 79,839 | my library | Local playlist more | local-playlist | 4 | 26 | female | 9 | 20,140,308 | 20,170,908 | 244,088 | 465 | 505998 | 28292 | null | 3 | 1,039,141 | CNF280336804 |
1 | 28,501 | 887,936 | my library | Local playlist more | local-library | 4 | 24 | female | 9 | 20,100,815 | 20,170,911 | 205,461 | 465 | 507760 | 508872 391795 | 508872 485304 | 3 | 716,214 | TWW171200002 |
1 | 6,536 | 646,202 | discover | Online playlist more | online-playlist | 1 | 0 | null | 4 | 20,161,129 | 20,161,206 | 287,328 | 458 | 130414 | 129805 | 129805 462515 | 3 | 1,039,369 | TWA471602002 |
1 | 29,567 | 234,129 | my library | Local playlist more | artist | 1 | 0 | null | 7 | 20,120,612 | 20,170,930 | 262,478 | 465 | 512254 | 16635 | null | 3 | 1,114,571 | HKUM70701240 |
0 | 30,848 | 1,026,448 | radio | Radio | radio | 4 | 28 | male | 3 | 20,130,926 | 20,170,907 | 250,958 | 465 | 77209 | null | null | 52 | 993,666 | USAT21304202 |
1 | 30,848 | 1,784,459 | radio | Radio | radio | 4 | 28 | male | 3 | 20,130,926 | 20,170,907 | 235,415 | 465 | 360053 | 86630 295834 434914 378347 | null | 52 | 616,402 | USUM71023200 |
1 | 34,304 | 595,171 | my library | Local playlist more | local-playlist | 13 | 28 | male | 9 | 20,101,006 | 20,171,018 | 261,387 | 465 | 507580 | 411746 | 411746 | 3 | 1,049,864 | TWA531176504 |
1 | 484 | 1,104,168 | my library | Local playlist more | local-library | 5 | 0 | null | 9 | 20,101,225 | 20,171,202 | 279,824 | 465 | 515517 | 494750 | 494750 | 3 | 1,114,222 | TWR031317001 |
1 | 13,843 | 173,103 | my library | Local playlist more | local-library | 22 | 19 | male | 3 | 20,130,224 | 20,170,925 | 211,382 | 458 | 496519 | 496518 | 496518 | 3 | 1,042,097 | TWD631653301 |
1 | 13,843 | 1,168,464 | my library | Local playlist more | local-library | 22 | 19 | male | 3 | 20,130,224 | 20,170,925 | 254,519 | 444 | 121415 | 401778 244556 | 244556 | 31 | 258,467 | KRA031211037 |
1 | 28,774 | 1,232,780 | my library | Local playlist more | local-playlist | 4 | 47 | male | 9 | 20,111,113 | 20,170,926 | 118,328 | null | 234631 | null | null | -1 | 436,900 | USR2M0900016 |
0 | 17,309 | 1,675,595 | my library | Local playlist more | local-playlist | 5 | 50 | male | 3 | 20,120,614 | 20,171,001 | 204,695 | 940 | 319620 | null | null | -1 | 721,452 | GBPS81529396 |
0 | 33,674 | 1,074,060 | my library | Local playlist more | local-library | 15 | 30 | male | 3 | 20,131,023 | 20,170,924 | 261,503 | 465 | 493261 | 493260 | 486503 | 3 | 1,100,139 | EMIDD0286705 |
1 | 28,309 | 918,363 | my library | Local playlist more | local-playlist | 13 | 28 | female | 7 | 20,130,528 | 20,170,909 | 182,230 | 921 | 494724 | 182700 | 463710 | 31 | 662,911 | KRA491402067 |
1 | 17,237 | 1,621,690 | listen with | Others profile more | listen-with | 13 | 27 | female | 3 | 20,150,116 | 20,170,930 | 237,792 | 465 | 503171 | 391792 | 391792 | 52 | 329,502 | TWBR11604001 |
1 | 13,461 | 2,182,902 | my library | Local playlist more | local-library | 11 | 29 | male | 7 | 20,161,010 | 20,170,405 | 297,168 | 465 | 488082 | 488081 | 495504 | 3 | 1,029,657 | TWK970400702 |
1 | 1,753 | 2,061,655 | my library | Local playlist more | local-library | 9 | 18 | female | 3 | 20,150,327 | 20,171,020 | 184,842 | 921 | 444553 | 413852 412137 208354 | 413852 412137 208354 | 31 | 381,185 | TWA531601202 |
0 | 5,077 | 1,688,232 | my library | Local playlist more | local-library | 4 | 20 | male | 3 | 20,140,429 | 20,170,809 | 257,718 | 465 | 486355 | 379039 446541 152017 | 379039 446541 152017 495220 | 3 | 1,135,300 | null |
1 | 24,730 | 2,118,640 | my library | Local playlist more | local-playlist | 22 | 23 | female | 3 | 20,130,303 | 20,170,911 | 280,915 | 465 | 493432 | null | null | 3 | 530,117 | null |
1 | 21,887 | 182,889 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,160,810 | 20,170,909 | 284,734 | 465 | 507308 | 501459 | 498768 | 3 | 1,077,244 | TWA750000507 |
1 | 21,887 | 1,874,954 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,160,810 | 20,170,909 | 237,557 | 465 | 39083 | 409001 62986 147771 | 409001 147771 408519 | 31 | 705,636 | TWA531512847 |
1 | 21,887 | 705,030 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,160,810 | 20,170,909 | 284,212 | 2022 | 348540 | 462961 | null | 17 | 987,897 | JPPO01617097 |
1 | 21,887 | 1,060,277 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,160,810 | 20,170,909 | 261,270 | 458 | 499659 | 460356 | null | 3 | 1,121,254 | TWUM71600046 |
1 | 21,887 | 705,738 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,160,810 | 20,170,909 | 274,912 | 458 | 506246 | 223331 | 223331 | 3 | 1,082,903 | TWA471603010 |
1 | 21,887 | 380,065 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,160,810 | 20,170,909 | 263,732 | 458 | 488082 | 488081 | 488081 | 3 | 1,073,258 | TWK970701302 |
1 | 21,887 | 442,026 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,160,810 | 20,170,909 | 256,417 | 458 | 494079 | 499329 | 499329 | 3 | 1,053,513 | TWJ011600704 |
1 | 21,887 | 255,744 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,160,810 | 20,170,909 | 276,688 | 458 | 499659 | 223298 | null | 3 | 1,086,208 | TWUM71600045 |
1 | 21,887 | 645,429 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,160,810 | 20,170,909 | 226,208 | 465 | 39083 | null | null | 31 | 506,773 | TWA531100381 |
1 | 31,421 | 462,388 | my library | Local playlist more | local-library | 22 | 21 | male | 7 | 20,130,308 | 20,170,930 | 234,161 | 465 | 194817 | 194817 215996 128186 | 194817 215996 128186 | 52 | 83,612 | DEE861600585 |
1 | 31,546 | 1,488,312 | my library | Local playlist more | local-playlist | 22 | 47 | male | 9 | 20,070,211 | 20,170,718 | 250,723 | 359 | 470555 | 147035 202320 | null | 52 | 935,835 | USAT21101399 |
1 | 16,473 | 1,233,904 | my library | Local playlist more | local-library | 5 | 27 | male | 4 | 20,151,215 | 20,170,914 | 231,549 | 458 | 149195 | 509814 | 509814 | 3 | 1,058,008 | HKI111600009 |
1 | 26,528 | 1,059,770 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,110,220 | 20,170,909 | 194,350 | 786 2122 | 233529 | null | null | -1 | 979,899 | USAR10601695 |
1 | 23,327 | 143,679 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,160,116 | 20,170,525 | 266,704 | 465 | 11316 | null | null | 52 | 230,853 | USSM10011897 |
1 | 22,018 | 1,997,778 | my library | Local playlist more | local-library | 11 | 28 | male | 3 | 20,131,111 | 20,170,909 | 219,324 | 458 | 488118 | 488117 | 488117 492226 | 3 | 1,071,272 | TWAG11600306 |
1 | 22,018 | 771,277 | my library | Local playlist more | local-library | 11 | 28 | male | 3 | 20,131,111 | 20,170,909 | 329,978 | 458 | 498396 | 498395 | 515064 | 3 | 1,061,084 | TWD951634102 |
1 | 11,040 | 1,166,809 | my library | Local playlist more | local-library | 1 | 0 | null | 7 | 20,151,022 | 20,170,921 | 244,552 | 1609 | 102549 | 102549 157231 312901 388631 | null | -1 | 878,577 | GB28K1100036 |
KKBox_x1
Dataset description:
KKBox is a challenge dataset for music recommendation at WSDM 2018. The data consist of user-song pairs in a given time period, with a total of 19 user features (e.g., city, gender) and song features (e.g., language, genre, artist). We randomly split the data into 8:1:1 as the training set, validation set, and test set, respectively. In this setting, for all categorical fields, we replace infrequent features with a default
<OOV>
token by setting the threshold min_category_count=10.The dataset statistics are summarized as follows:
Dataset Split Total #Train #Validation #Test KKBox_x1 7,377,418 5,901,932 737,743 737,743 Source: https://www.kaggle.com/c/kkbox-music-recommendation-challenge
Download: https://huggingface.co/datasets/reczoo/KKBox_x1/tree/main
RecZoo Datasets: https://github.com/reczoo/Datasets
Used by papers:
- Jieming Zhu, Quanyu Dai, Liangcai Su, Rong Ma, Jinyang Liu, Guohao Cai, Xi Xiao, Rui Zhang. BARS: Towards Open Benchmarking for Recommender Systems. In SIGIR 2022.
Check the md5sum for data integrity:
$ md5sum train.csv valid.csv test.csv 195b1ae8fc2d9267d7c8656c07ea1304 train.csv 398e97ac139611a09bd61a58e4240a3e valid.csv 8c5f7add05a6f5258b6b3bcc00ba640b test.csv
- Downloads last month
- 24