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
|
End of preview. Expand
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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
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