Search is not available for this dataset
slates
sequence | R_bar_r
int64 | r_tilde
int64 | interest
int64 | engagements
sequence | one_hot_engagements
sequence | __index_level_0__
int64 |
|---|---|---|---|---|---|---|
[
116
] | 0
| 0
| 367
|
[
0,
1,
0,
0
] |
[
1,
0,
0,
0,
1,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,091,489
|
[
29,
64,
65
] | 0
| 0
| 26
|
[
2,
0,
1,
2
] |
[
0,
0,
1,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 1,871,502
|
[
208,
209,
210
] | 0
| 0
| 133
|
[
0,
1,
0,
2
] |
[
1,
0,
0,
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,648,887
|
[
997,
1005,
1010,
1003,
1009,
1002
] | 4
| 0
| 2
|
[
1,
0,
1,
5
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,579,398
|
[
1120,
1112,
1113,
1114
] | 0
| 0
| 4,932
|
[
2,
0,
1,
3
] |
[
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,036,280
|
[
232,
208,
209,
210
] | 0
| 0
| 883
|
[
1,
0,
1,
3
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,349,593
|
[
934,
937,
936
] | 3
| 0
| 51
|
[
0,
0,
0,
2
] |
[
1,
0,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 2,587,106
|
[
42,
43,
42
] | 0
| 0
| 463
|
[
2,
0,
1,
2
] |
[
0,
0,
1,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,524,424
|
[
945,
953,
952,
949
] | 0
| 0
| 338
|
[
0,
1,
0,
3
] |
[
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 383,833
|
[
945,
951,
947,
948,
953,
950
] | 0
| 0
| 166
|
[
2,
0,
1,
5
] |
[
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 857,203
|
[
233,
661,
222,
418,
224
] | 1
| 0
| 925
|
[
2,
0,
1,
4
] |
[
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 408,881
|
[
1111,
1112,
1113,
1114
] | 1
| 0
| 3,756
|
[
2,
0,
1,
3
] |
[
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,976,701
|
[
997,
998,
1010,
1003,
1001,
1002
] | 2
| 0
| 401
|
[
1,
0,
1,
5
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,818,025
|
[
160,
488,
254
] | 0
| 0
| 97
|
[
2,
0,
1,
2
] |
[
0,
0,
1,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 5,083,432
|
[
30,
31
] | 2
| 0
| 187
|
[
0,
0,
0,
1
] |
[
1,
0,
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 2,614,468
|
[
1060,
1063
] | 1
| 0
| 541
|
[
1,
0,
1,
1
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,722,395
|
[
23,
24,
25
] | 0
| 0
| 6
|
[
0,
0,
0,
2
] |
[
1,
0,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 3,486,222
|
[
48,
49
] | 1
| 0
| 438
|
[
1,
0,
1,
1
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 5,138,284
|
[
889,
893,
885,
891,
892
] | 2
| 0
| 44
|
[
2,
1,
1,
4
] |
[
0,
0,
1,
0,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 772,550
|
[
1350
] | 1
| 0
| 2,144
|
[
0,
0,
0,
0
] |
[
1,
0,
0,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,329,307
|
[
67,
68,
92,
69,
70,
71,
216
] | 3
| 0
| 1,030
|
[
0,
0,
0,
6
] |
[
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,792,032
|
[
1173,
1174,
1163
] | 1
| 0
| 1,255
|
[
1,
0,
1,
2
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 1,739,674
|
[
997,
998,
1003,
1001,
1002
] | 0
| 0
| 2
|
[
0,
0,
0,
4
] |
[
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,794,310
|
[
1350
] | 0
| 0
| 88
|
[
1,
1,
1,
0
] |
[
0,
1,
0,
0,
1,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 3,336,965
|
[
232,
208,
210
] | 3
| 0
| 56
|
[
0,
0,
0,
2
] |
[
1,
0,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,554,035
|
[
1011,
1005,
1010,
1003,
1001,
1002
] | 2
| 0
| 401
|
[
1,
0,
1,
5
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,007,369
|
[
945,
951,
952,
949
] | 0
| 0
| 218
|
[
0,
1,
0,
3
] |
[
1,
0,
0,
0,
1,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 229,120
|
[
735,
741,
739
] | 3
| 0
| 913
|
[
0,
0,
0,
2
] |
[
1,
0,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 1,187,211
|
[
1205,
1206
] | 1
| 0
| 546
|
[
1,
0,
1,
1
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 3,337,275
|
[
20,
22
] | 0
| 0
| 1,506
|
[
1,
0,
1,
1
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 28,679
|
[
151,
152,
153
] | 2
| 0
| 373
|
[
0,
0,
0,
2
] |
[
1,
0,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 856,857
|
[
997,
998,
999,
1003,
1001,
1002
] | 1
| 0
| 2
|
[
2,
0,
1,
5
] |
[
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,506,977
|
[
151,
152,
153
] | 1
| 0
| 627
|
[
1,
0,
1,
2
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 233,545
|
[
7,
8,
9
] | 1
| 0
| 523
|
[
2,
0,
1,
2
] |
[
0,
0,
1,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 1,405,442
|
[
245,
246,
520
] | 0
| 0
| 780
|
[
0,
0,
0,
2
] |
[
1,
0,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 1,001,918
|
[
1115,
1116,
1130
] | 1
| 0
| 144
|
[
1,
0,
1,
2
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 3,600,750
|
[
208,
210
] | 0
| 0
| 381
|
[
1,
0,
1,
1
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 123,375
|
[
151,
152,
153
] | 0
| 0
| 298
|
[
1,
1,
1,
2
] |
[
0,
1,
0,
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 1,549,648
|
[
1051,
1047,
1048
] | 1
| 0
| 543
|
[
1,
0,
1,
2
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 5,167,943
|
[
1111,
1112,
1113
] | 2
| 0
| 88
|
[
0,
0,
0,
2
] |
[
1,
0,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 3,071,031
|
[
1100,
1101
] | 1
| 0
| 6,064
|
[
2,
0,
1,
1
] |
[
0,
0,
1,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 2,085,235
|
[
735,
742,
739
] | 0
| 0
| 3,070
|
[
0,
0,
0,
2
] |
[
1,
0,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 174,069
|
[
788,
789
] | 2
| 0
| 3,188
|
[
2,
0,
1,
1
] |
[
0,
0,
1,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 2,939,733
|
[
288,
272,
518
] | 0
| 0
| 225
|
[
0,
1,
0,
2
] |
[
1,
0,
0,
0,
1,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 2,327,205
|
[
159,
253,
254
] | 0
| 0
| 224
|
[
2,
0,
1,
2
] |
[
0,
0,
1,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,095,715
|
[
1011,
1005,
1010,
1003,
1001,
1002
] | 1
| 0
| 3,995
|
[
2,
1,
1,
5
] |
[
0,
0,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 3,058,808
|
[
801,
789,
790
] | 2
| 0
| 3,214
|
[
0,
0,
0,
2
] |
[
1,
0,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 530,684
|
[
1100,
1103,
1102
] | 1
| 0
| 6,064
|
[
2,
0,
1,
2
] |
[
0,
0,
1,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 2,960,836
|
[
250,
251,
252
] | 1
| 0
| 711
|
[
1,
0,
1,
2
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 195,149
|
[
1293,
1359,
1357
] | 1
| 0
| 169
|
[
0,
0,
0,
2
] |
[
1,
0,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,180,035
|
[
1112,
1113,
1127
] | 0
| 0
| 912
|
[
2,
0,
1,
2
] |
[
0,
0,
1,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 3,053,173
|
[
1011,
1005,
1010,
1003,
1001,
1002
] | 1
| 0
| 230
|
[
2,
0,
1,
5
] |
[
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 3,963,461
|
[
752,
754,
755,
753
] | 2
| 0
| 3,227
|
[
0,
0,
0,
3
] |
[
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 2,291,224
|
[
1051,
1047,
1048
] | 0
| 0
| 541
|
[
1,
0,
1,
2
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,854,350
|
[
910
] | 1
| 0
| 7
|
[
2,
0,
1,
0
] |
[
0,
0,
1,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 2,232,953
|
[
997,
998,
1006,
1003,
1001,
1002
] | 1
| 0
| 401
|
[
1,
0,
1,
5
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,552,617
|
[
248,
111,
112,
113,
411
] | 0
| 0
| 155
|
[
0,
0,
0,
4
] |
[
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 560,185
|
[
945,
951,
947,
948,
949,
950
] | 0
| 0
| 152
|
[
0,
0,
0,
5
] |
[
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 3,188,250
|
[
1082
] | 1
| 0
| 3,324
|
[
1,
0,
1,
0
] |
[
0,
1,
0,
1,
0,
0,
1,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,303,367
|
[
841,
834,
870
] | 1
| 0
| 1,294
|
[
1,
0,
1,
2
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 5,088,645
|
[
735,
736,
739
] | 1
| 0
| 913
|
[
1,
0,
1,
2
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 798,823
|
[
735,
742,
739
] | 1
| 0
| 200
|
[
1,
0,
1,
2
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 418,261
|
[
279,
208,
209,
210
] | 1
| 0
| 375
|
[
2,
0,
1,
3
] |
[
0,
0,
1,
1,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 427,341
|
[
151,
152,
153
] | 1
| 0
| 445
|
[
0,
0,
0,
2
] |
[
1,
0,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 1,648,023
|
[
270,
55,
271
] | 0
| 0
| 100
|
[
0,
0,
0,
2
] |
[
1,
0,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 950,872
|
[
945,
951,
952,
949
] | 0
| 0
| 548
|
[
1,
1,
1,
3
] |
[
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 907,129
|
[
1046,
1047,
1048
] | 1
| 0
| 188
|
[
0,
0,
0,
2
] |
[
1,
0,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 2,270,416
|
[
731,
747
] | 2
| 0
| 3,103
|
[
2,
0,
1,
1
] |
[
0,
0,
1,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,422,504
|
[
282,
137,
138
] | 1
| 0
| 253
|
[
1,
0,
1,
2
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 1,636,225
|
[
20,
28
] | 2
| 0
| 164
|
[
1,
0,
1,
1
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 2,132,174
|
[
303,
271
] | 1
| 0
| 21
|
[
1,
0,
1,
1
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 3,532,759
|
[
752,
753
] | 0
| 0
| 3,227
|
[
2,
0,
1,
1
] |
[
0,
0,
1,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 2,012,086
|
[
96,
508,
580,
99,
100,
554
] | 1
| 0
| 20
|
[
1,
0,
1,
5
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 3,081,927
|
[
1218,
1219,
1220
] | 1
| 0
| 90
|
[
1,
0,
1,
2
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 3,434,577
|
[
30,
31
] | 1
| 0
| 895
|
[
1,
0,
1,
1
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 2,769,725
|
[
997,
998,
1006,
1003,
1001,
1002
] | 1
| 0
| 947
|
[
1,
0,
1,
5
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,209,609
|
[
42,
43,
42
] | 1
| 0
| 38
|
[
1,
0,
1,
2
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 3,622,545
|
[
59,
60,
61
] | 2
| 0
| 1,339
|
[
0,
0,
0,
2
] |
[
1,
0,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 4,041,537
|
[
1046,
1047,
1048
] | 0
| 0
| 130
|
[
2,
0,
1,
2
] |
[
0,
0,
1,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 1,170,292
|
[
96,
97,
580,
99,
100,
554
] | 3
| 0
| 20
|
[
1,
0,
1,
5
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 954,986
|
[
29
] | 1
| 0
| 9
|
[
0,
0,
0,
0
] |
[
1,
0,
0,
1,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 383,008
|
[
48,
49
] | 0
| 0
| 298
|
[
1,
0,
1,
1
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 1,024,273
|
[
151,
152,
153
] | 1
| 0
| 445
|
[
1,
0,
1,
2
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 270,859
|
[
85,
86,
88,
95
] | 1
| 0
| 196
|
[
1,
0,
1,
3
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 2,369,473
|
[
788,
794,
795
] | 1
| 0
| 293
|
[
1,
0,
1,
2
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 2,057,383
|
[
973,
969,
970
] | 0
| 0
| 6
|
[
1,
0,
1,
2
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 2,516,636
|
[
767,
768
] | 1
| 0
| 145
|
[
0,
0,
0,
1
] |
[
1,
0,
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 1,030,131
|
[
151,
152,
153
] | 1
| 0
| 1,883
|
[
2,
0,
1,
2
] |
[
0,
0,
1,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 1,513,485
|
[
708,
709,
710,
712
] | 1
| 0
| 3,005
|
[
1,
0,
1,
3
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 3,662,764
|
[
398,
543,
400
] | 1
| 0
| 1,864
|
[
1,
0,
1,
2
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 3,510,180
|
[
45,
46,
47
] | 3
| 0
| 16
|
[
0,
0,
0,
2
] |
[
1,
0,
0,
1,
0,
1,
0,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 3,796,845
|
[
735,
736,
739
] | 1
| 0
| 913
|
[
1,
0,
1,
2
] |
[
0,
1,
0,
1,
0,
0,
1,
0,
0,
1,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] | 1,172,763
|
[
196,
198
] | 2
| 0
| 662
|
[
1,
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1,
1
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[
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[
270,
55,
271
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| 0
| 300
|
[
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2
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[
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[
30,
31
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| 0
| 382
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[
1,
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1,
1
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[
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|
[
841,
834,
837
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| 0
| 88
|
[
1,
0,
1,
2
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[
0,
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0,
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] | 2,578,444
|
[
1062,
1061,
1060
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| 0
| 564
|
[
1,
0,
1,
2
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[
0,
1,
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0,
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] | 2,748,509
|
[
1137,
1136
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| 0
| 6,135
|
[
1,
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1,
1
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[
0,
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0,
0,
0,
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] | 1,919,810
|
[
1062,
1061,
1060,
1063
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| 0
| 541
|
[
0,
0,
0,
3
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[
1,
0,
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0,
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0,
0,
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|
[
1349,
1350,
1351
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| 0
| 541
|
[
0,
0,
0,
2
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[
1,
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1,
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End of preview. Expand
in Data Studio
Dataset Card for Click Reco Slates
Data structure. The data contain three files that contain click logs. These are train.parquet, val.parquet (validate) and special.parquet.
The file format is:
R_bar_r contains 0 for no click, or a i for a click on item i.
The interest contains the interests of the user.
The engagement contains other features that may help predict if the user clicks, one_hot_engagement is simply a one hot encoded representation of the engagements.
In addition the following embedding files are included:
products_embeddings.pt interest_embeddings.pt
which contain embeddings that can be indexed by the entries in slates (products_embbeddings.pt) or by the keyword (interest_embeddings.pt).
The train.parquet is intended for training and the val.parquet for validation - they are a randomized split. The special set special.parquet contains slates that are on a special list that are never seen in train and validate.
The motivation of this is that a click model for reco needs not to explain the data well as with likelihood, but to be capable of selecting new actions.
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