About MIND

MIcrosoft News Dataset (MIND) is a large-scale dataset for news recommendation research. It was collected from anonymized behavior logs of Microsoft News website. The mission of MIND is to serve as a benchmark dataset for news recommendation and facilitate the research in news recommendation and recommender systems area.

MIND contains about 160k English news articles and more than 15 million impression logs generated by 1 million users. Every news article contains rich textual content including title, abstract, body, category and entities. Each impression log contains the click events, non-clicked events and historical news click behaviors of this user before this impression. To protect user privacy, each user was de-linked from the production system when securely hashed into an anonymized ID. For more detailed information about the MIND dataset, you can refer to the following paper:

If you are interested in using this dataset in your research work, welcome to cite this paper:

Fangzhao Wu, Ying Qiao, Jiun-Hung Chen, Chuhan Wu, Tao Qi, Jianxun Lian, Danyang Liu, Xing Xie, Jianfeng Gao, Winnie Wu and Ming Zhou. MIND: A Large-scale Dataset for News Recommendation. ACL 2020.


Download

The MIND dataset is free to download for research purposes under Microsoft Research License Terms. Before you download the dataset, please read these terms and click below button to confirm that you agree to them.


This dataset can support many researches on news recommendation, and can be downloaded at:

We also provide the link to Microsoft Azure Open Datasets for eaiser access to our large dataset on cloud platform:

For more details about the data formats, please refer to this document:


In addition, to help the researchers get familiar with our data and run quick experiments, we release a small version of the MIND dataset by randomly sampling 50,000 users and their behavior logs from the MIND dataset. We name this dataset MIND-small. The training and validation sets of MIND-small can be downloaded at:


The implementation of several existing news recommendation methods and general recommendation methods can be found at Microsoft Recommenders.

Following is a step-by-step tutorial for generating predictions on the dataset:

Workshop

We are holding the 1st International Workshop on News Recommendation and Intelligence, which is colocated with The Web Conference 2021. We solicit both research and technical report papers in all aspects of news recommendation and intelligence. The submission due is January 25, 2021. More details can be found on the workshop page.

Leaderboard

Rank Team AUC MRR nDCG@5 nDCG@10

1

Oct. 05, 2021
UniUM-Fastformer-Pretrain 0.7304 0.3770 0.4180 0.4718

2

Sept. 02, 2021
MINER 0.7275 0.3724 0.4102 0.4661

3

Aug. 08, 2021
UniUM-Fastformer 0.7268 0.3745 0.4151 0.4684

4

Sept. 14, 2022
pengwj 0.7256 0.3720 0.4101 0.4660

5

Dec 27, 2022
tuyendv 0.7256 0.3720 0.4101 0.4660

6

Oct. 05, 2022
quynhnl 0.7256 0.3720 0.4101 0.4660

7

Feb. 10, 2022
Riiid 0.7252 0.3709 0.4089 0.4647

8

Jan. 30, 2022
who_am_I 0.7252 0.3709 0.4089 0.4647

9

Jan. 13, 2022
SUDA_NLP_HY 0.7244 0.3691 0.4065 0.4627

10

Mar. 04, 2021
UniUM 0.7243 0.3706 0.4101 0.4644

11

Dec 28, 2021
rollingUp 0.7242 0.3689 0.4062 0.4624

12

Feb. 19, 2023
luzepu 0.7211 0.3676 0.4047 0.4608

13

Dec 26, 2021
NoParty4PR 0.7210 0.3667 0.4040 0.4602

14

Feb. 27, 2021
chenghuige 0.7209 0.3676 0.4040 0.4597

15

Feb. 01, 2023
kevin_zzh 0.7208 0.3676 0.4046 0.4608

16

Feb. 26, 2021
UNBERT 0.7207 0.3677 0.4041 0.4602

17

Jan. 19, 2022
only2233 0.7201 0.3688 0.4059 0.4617

18

Mar. 20, 2023
cgw 0.7201 0.3688 0.4059 0.4617

19

Feb. 05, 2023
cuongnx20190040 0.7201 0.3688 0.4059 0.4617

20

Jun. 21, 2021
wsm_SotA 0.7196 0.3636 0.3998 0.4560

21

Mar. 24, 2023
mduofg 0.7186 0.3630 0.3989 0.4557

22

Dec 17, 2021
rollingUp 0.7175 0.3632 0.3998 0.4562

23

Dec 09, 2022
LeonChang 0.7157 0.3612 0.3966 0.4532

24

Jun. 13, 2023
Yaobink 0.7153 0.3615 0.3978 0.4542

25

Oct. 23, 2020
fuxictr 0.7143 0.3613 0.3964 0.4526

26

Oct. 23, 2020
wcy419hh 0.7143 0.3616 0.3967 0.4529

27

Oct. 26, 2022
xdr 0.7139 0.3591 0.3937 0.4509

28

Jan. 10, 2022
guody 0.7137 0.3613 0.3962 0.4527

29

Dec 15, 2021
Lil.Forest 0.7134 0.3591 0.3951 0.4518

30

Jan. 14, 2022
xcdt123 0.7118 0.3584 0.3939 0.4502

31

Nov. 28, 2022
Rui 0.7116 0.3573 0.3922 0.4489

32

Jan. 12, 2022
fake_news 0.7116 0.3549 0.3888 0.4461

33

Oct. 23, 2020
dtsnu 0.7114 0.3568 0.3916 0.4485

34

Oct. 23, 2020
started2givingup 0.7113 0.3585 0.3933 0.4498

35

Feb. 11, 2022
haibaraqy 0.7112 0.3546 0.3888 0.4458

36

Sept. 27, 2022
vincentni 0.7108 0.3560 0.3906 0.4473

37

Mar. 01, 2021
akirasosa 0.7103 0.3539 0.3876 0.4445

38

Nov. 12, 2021
namespace-Pt 0.7101 0.3557 0.3901 0.4470

39

May. 27, 2021
SFI 0.7101 0.3577 0.3922 0.4485

40

Dec 31, 2021
fake_news 0.7099 0.3579 0.3927 0.4497

41

Oct. 23, 2020
oahciy 0.7096 0.3540 0.3883 0.4454

42

Oct. 23, 2020
WONNIU 0.7095 0.3569 0.3916 0.4481

43

Jun. 13, 2021
wsm_88888888 0.7092 0.3541 0.3881 0.4448

44

Jan. 13, 2022
xcdt123 0.7085 0.3541 0.3885 0.4455

45

Aug. 10, 2021
martin_bi 0.7085 0.3581 0.3926 0.4489

46

Feb. 01, 2021
codefish 0.7082 0.3560 0.3897 0.4457

47

Sept. 08, 2022
yujunhao 0.7081 0.3535 0.3866 0.4436

48

Oct. 23, 2020
NoahRS 0.7061 0.3552 0.3895 0.4459

49

Dec 05, 2021
smhe 0.7060 0.3544 0.3891 0.4457

50

Oct. 19, 2021
doubleQ 0.7059 0.3514 0.3847 0.4418

51

Jul. 18, 2021
DistillRec 0.7057 0.3552 0.3896 0.4458

52

Feb. 04, 2021
littlefile 0.7052 0.3535 0.3869 0.4432

53

Oct. 23, 2020
Ravox 0.7048 0.3505 0.3845 0.4416

54

Jun. 14, 2021
guiltrex 0.7038 0.3504 0.3838 0.4408

55

Mar. 16, 2022
veason 0.7033 0.3535 0.3860 0.4429

56

Oct. 23, 2020
Qinne 0.7032 0.3496 0.3830 0.4397

57

Apr. 27, 2021
MengyanZhang 0.7031 0.3496 0.3833 0.4403

58

Feb. 28, 2022
alice.jw 0.7026 0.3498 0.3825 0.4395

59

Mar. 13, 2023
Ricky 0.7019 0.3470 0.3794 0.4365

60

Feb. 07, 2021
MIND_Organizer 0.7012 0.3482 0.3808 0.4377

61

Jan. 13, 2023
mytest 0.7011 0.3446 0.3768 0.4346

62

Jul. 11, 2022
lab207_kui 0.7005 0.3475 0.3793 0.4363

63

Nov. 11, 2021
noah_lijian 0.7004 0.3475 0.3803 0.4374

64

Jun. 23, 2022
test_competition 0.6997 0.3473 0.3796 0.4363

65

Feb. 09, 2022
Kimyungi 0.6993 0.3463 0.3780 0.4352

66

Nov. 25, 2021
Coloratura 0.6991 0.3475 0.3793 0.4365

67

Oct. 23, 2020
xyzhang 0.6980 0.3476 0.3814 0.4383

68

Oct. 23, 2020
YangZhenghong 0.6979 0.3480 0.3809 0.4377

69

Oct. 23, 2020
gcc_microsoft 0.6979 0.3479 0.3806 0.4373

70

Aug. 31, 2022
chenyipu 0.6978 0.3467 0.3796 0.4366

71

Dec 09, 2021
hawei 0.6969 0.3422 0.3732 0.4309

72

Oct. 23, 2020
huailei 0.6968 0.3492 0.3812 0.4386

73

Oct. 23, 2020
hanyan 0.6964 0.3441 0.3764 0.4336

74

Jan. 15, 2022
h_h_h_h_h_h_ 0.6960 0.3467 0.3793 0.4361

75

Feb. 21, 2021
Chenbin_Zhang 0.6960 0.3469 0.3791 0.4356

76

Aug. 31, 2022
xiaoxiang 0.6959 0.3435 0.3752 0.4321

77

Jun. 20, 2021
ml4lyfe 0.6957 0.3452 0.3778 0.4350

78

Jan. 27, 2022
HerbertOnRoad 0.6952 0.3433 0.3747 0.4317

79

Oct. 23, 2020
lixmcm 0.6952 0.3438 0.3765 0.4335

80

Nov. 30, 2021
Liangzhuge 0.6951 0.3460 0.3785 0.4353

81

Oct. 23, 2020
duchunning 0.6951 0.3428 0.3753 0.4324

82

Nov. 12, 2022
testtesttest 0.6951 0.3452 0.3777 0.4348

83

Oct. 23, 2020
fanxiaoxing 0.6949 0.3448 0.3770 0.4336

84

Apr. 08, 2021
libowei 0.6948 0.3456 0.3773 0.4338

85

May. 02, 2022
SA-NRMS 0.6947 0.3443 0.3764 0.4334

86

Jan. 03, 2021
Chiu 0.6946 0.3444 0.3759 0.4326

87

Feb. 02, 2021
Ruixinhua 0.6943 0.3433 0.3748 0.4318

88

Oct. 23, 2020
overlord 0.6942 0.3445 0.3767 0.4332

89

Apr. 25, 2022
SunYunLong 0.6941 0.3422 0.3739 0.4311

90

May. 22, 2023
xiaoxiang 0.6938 0.3423 0.3738 0.4311

91

Oct. 23, 2020
id500 0.6935 0.3451 0.3773 0.4344

92

Jan. 18, 2022
zclfe 0.6934 0.3433 0.3752 0.4322

93

Dec 27, 2021
christineC2021 0.6932 0.3419 0.3733 0.4303

94

Dec 03, 2020
msj 0.6932 0.3432 0.3745 0.4312

95

Aug. 19, 2021
kuailede_cr 0.6931 0.3424 0.3738 0.4309

96

Dec 01, 2021
smhe 0.6930 0.3459 0.3781 0.4347

97

Jul. 31, 2022
Jiawei_ust 0.6926 0.3415 0.3731 0.4298

98

Jun. 20, 2021
wsm_victor 0.6926 0.3441 0.3762 0.4325

99

Jun. 20, 2021
JamesCYL 0.6926 0.3441 0.3762 0.4325

100

Apr. 24, 2021
chenyipu 0.6925 0.3416 0.3731 0.4304

101

Oct. 23, 2020
Ironball 0.6923 0.3440 0.3778 0.4351

102

Feb. 28, 2023
MEM 0.6922 0.3385 0.3704 0.4280

103

Apr. 13, 2021
peijie 0.6918 0.3393 0.3708 0.4282

104

Sept. 17, 2022
Area 0.6918 0.3412 0.3722 0.4297

105

Nov. 18, 2021
zwt 0.6917 0.3415 0.3728 0.4305

106

Oct. 27, 2022
xiezheyong 0.6917 0.3432 0.3744 0.4314

107

Jun. 19, 2021
breezedeus 0.6915 0.3409 0.3723 0.4296

108

Dec 18, 2021
Zongzhihan 0.6912 0.3421 0.3731 0.4306

109

Nov. 09, 2021
Tmail 0.6912 0.3425 0.3733 0.4301

110

Oct. 23, 2020
fit4you 0.6910 0.3413 0.3732 0.4307

111

Feb. 06, 2023
kiennt10 0.6908 0.3392 0.3706 0.4281

112

Mar. 15, 2022
xyqq 0.6904 0.3398 0.3712 0.4285

113

Jun. 17, 2021
QQs 0.6903 0.3419 0.3735 0.4299

114

Oct. 23, 2020
AndreaChao 0.6903 0.3413 0.3727 0.4299

115

Nov. 30, 2021
destinylu 0.6902 0.3412 0.3730 0.4297

116

Jun. 17, 2021
Bravooo 0.6902 0.3419 0.3735 0.4299

117

Dec 01, 2021
hhhhh 0.6902 0.3412 0.3730 0.4297

118

Oct. 23, 2020
Ivy 0.6901 0.3414 0.3726 0.4299

119

Jun. 21, 2021
wsm_EasternHarvard 0.6899 0.3385 0.3685 0.4255

120

Mar. 31, 2022
Wales-Z 0.6897 0.3408 0.3712 0.4283

121

Jan. 25, 2021
Nick1998 0.6897 0.3380 0.3686 0.4258

122

Jun. 02, 2022
laiping 0.6893 0.3383 0.3687 0.4263

123

Oct. 23, 2020
changebin 0.6888 0.3396 0.3706 0.4273

124

Jan. 12, 2021
saltyfish 0.6886 0.3357 0.3667 0.4239

125

Jun. 20, 2021
Sony 0.6884 0.3382 0.3690 0.4255

126

Jun. 19, 2021
chuyueh 0.6882 0.3398 0.3709 0.4273

127

Apr. 21, 2023
Yuemiao 0.6881 0.3425 0.3741 0.4306

128

Jan. 21, 2023
hitarth.narvala 0.6881 0.3374 0.3667 0.4229

129

Dec 31, 2021
wzz2579421845 0.6878 0.3386 0.3695 0.4261

130

May. 02, 2023
maiph 0.6876 0.3377 0.3685 0.4253

131

Apr. 17, 2022
jiangyt 0.6874 0.3391 0.3705 0.4275

132

Jan. 28, 2021
kkq10466 0.6872 0.3359 0.3665 0.4239

133

Sept. 02, 2021
ReleaseWang 0.6867 0.3372 0.3674 0.4248

134

Sept. 01, 2020
yupei 0.6867 0.3404 0.3721 0.4288

135

Feb. 22, 2021
qxe34517 0.6866 0.3344 0.3651 0.4226

136

Jan. 15, 2021
fzy37920 0.6866 0.3357 0.3664 0.4236

137

Sept. 24, 2021
HJS_TJU 0.6865 0.3377 0.3681 0.4252

138

Jan. 04, 2021
alexchiu 0.6864 0.3360 0.3659 0.4234

139

May. 24, 2022
Whonor 0.6863 0.3371 0.3674 0.4245

140

Oct. 23, 2020
Tsar 0.6862 0.3374 0.3676 0.4253

141

Sept. 01, 2020
majinc 0.6862 0.3397 0.3705 0.4274

142

Jan. 29, 2021
Spring_945 0.6861 0.3379 0.3689 0.4256

143

Jan. 02, 2021
NAML 0.6861 0.3377 0.3688 0.4260

144

Nov. 20, 2020
ConnollyLeon 0.6860 0.3363 0.3668 0.4237

145

Mar. 31, 2022
DengLi 0.6859 0.3385 0.3688 0.4260

146

Jan. 05, 2022
nhom5 0.6858 0.3369 0.3676 0.4249

147

Jun. 19, 2021
tingting0119 0.6858 0.3358 0.3664 0.4234

148

Jan. 04, 2022
nhom7-lopthaylinh 0.6854 0.3372 0.3672 0.4243

149

Nov. 26, 2022
PekingXJL 0.6854 0.3367 0.3676 0.4247

150

Jul. 21, 2021
csb266 0.6853 0.3377 0.3678 0.4247

151

Feb. 10, 2021
ybm15387 0.6851 0.3322 0.3624 0.4201

152

Mar. 31, 2023
lyw 0.6850 0.3278 0.3557 0.4146

153

Dec 27, 2021
Group_1_IT4613_20211_HUST 0.6848 0.3367 0.3672 0.4242

154

Aug. 04, 2022
ShangxiWu 0.6846 0.3383 0.3699 0.4270

155

Jan. 10, 2022
Jyonn 0.6846 0.3405 0.3717 0.4282

156

Oct. 23, 2020
heroddaji 0.6845 0.3376 0.3677 0.4244

157

Dec 13, 2021
LURM 0.6844 0.3361 0.3654 0.4229

158

Dec 25, 2022
ducchudinh 0.6844 0.3363 0.3670 0.4238

159

Feb. 07, 2023
nghgphi 0.6837 0.3358 0.3662 0.4233

160

Feb. 03, 2021
Cora 0.6836 0.3356 0.3665 0.4235

161

Oct. 25, 2020
faysir 0.6836 0.3343 0.3644 0.4219

162

Aug. 27, 2020
CyberFish 0.6834 0.3373 0.3683 0.4258

163

May. 20, 2022
LPP 0.6834 0.3330 0.3622 0.4198

164

Feb. 10, 2021
xqu19316 0.6832 0.3324 0.3623 0.4200

165

Dec 01, 2021
NoParty4PR 0.6832 0.3358 0.3644 0.4214

166

Feb. 01, 2021
Codle 0.6828 0.3347 0.3648 0.4219

167

Oct. 23, 2020
again_and_again 0.6828 0.3365 0.3665 0.4240

168

Oct. 23, 2020
xinghuaz 0.6827 0.3385 0.3691 0.4259

169

Aug. 28, 2020
amgis3 0.6827 0.3320 0.3615 0.4196

170

Jun. 15, 2021
wsm_baseline 0.6824 0.3351 0.3656 0.4225

171

Dec 26, 2021
hieunm 0.6823 0.3326 0.3630 0.4203

172

Dec 26, 2021
hieunm 0.6823 0.3326 0.3630 0.4203

173

Feb. 06, 2023
phu.ict4138 0.6822 0.3341 0.3648 0.4216

174

Nov. 05, 2021
raingstar 0.6820 0.3353 0.3660 0.4226

175

Jun. 18, 2021
wsm-soslab 0.6815 0.3358 0.3663 0.4234

176

Oct. 23, 2020
dengjia284 0.6814 0.3325 0.3614 0.4192

177

Jun. 16, 2022
pstkim 0.6812 0.3350 0.3650 0.4224

178

Feb. 16, 2022
feature 0.6812 0.3379 0.3690 0.4257

179

Mar. 25, 2022
TH_KIM 0.6810 0.3322 0.3624 0.4200

180

Sept. 19, 2021
clilyn 0.6809 0.3371 0.3675 0.4243

181

Oct. 23, 2020
ustc_jingang 0.6809 0.3337 0.3633 0.4208

182

Oct. 09, 2021
AAU-Bruno 0.6807 0.3338 0.3634 0.4207

183

Jan. 05, 2022
group7-lopthaylinh 0.6807 0.3338 0.3634 0.4206

184

Feb. 19, 2022
unchat 0.6803 0.3334 0.3633 0.4205

185

Aug. 27, 2021
yangyongqiang1 0.6800 0.3337 0.3638 0.4207

186

Oct. 23, 2020
qqyysg 0.6799 0.3336 0.3644 0.4213

187

Mar. 15, 2021
hvv 0.6798 0.3352 0.3655 0.4223

188

Mar. 01, 2021
hapoyige 0.6793 0.3341 0.3647 0.4215

189

Nov. 13, 2020
YHu 0.6790 0.3338 0.3624 0.4192

190

Jul. 25, 2021
LiJT 0.6789 0.3321 0.3621 0.4188

191

Jan. 17, 2023
anhductn2001 0.6789 0.3343 0.3646 0.4215

192

Nov. 30, 2020
finegrained 0.6787 0.3346 0.3653 0.4221

193

Mar. 02, 2022
Ala-Fu 0.6786 0.3316 0.3612 0.4181

194

Mar. 25, 2021
wangwenhua 0.6785 0.3316 0.3611 0.4181

195

Aug. 29, 2020
Reto-hitsz 0.6783 0.3288 0.3575 0.4153

196

Mar. 24, 2023
teopapad92 0.6780 0.3292 0.3586 0.4163

197

May. 26, 2021
xuhongqing 0.6779 0.3287 0.3567 0.4140

198

Mar. 07, 2022
fyzl 0.6776 0.3339 0.3640 0.4213

199

Oct. 23, 2020
simple2better 0.6766 0.3311 0.3609 0.4184

200

Oct. 23, 2020
shahnawaz 0.6766 0.3282 0.3576 0.4149

201

Apr. 11, 2021
hmguo 0.6763 0.3297 0.3591 0.4163

202

Feb. 03, 2021
Autumn 0.6754 0.3292 0.3581 0.4154

203

Jun. 19, 2021
wsm_KoreaMoos 0.6748 0.3285 0.3569 0.4140

204

Feb. 14, 2023
KTH_CS3 0.6740 0.3313 0.3607 0.4178

205

Mar. 02, 2022
ZgDaMoWang 0.6738 0.3284 0.3571 0.4141

206

Jan. 01, 2022
TranAnhVuNhom7 0.6738 0.3288 0.3570 0.4135

207

Jun. 16, 2022
DICELab 0.6735 0.3292 0.3573 0.4144

208

Jun. 09, 2022
whitepurple 0.6735 0.3292 0.3573 0.4144

209

Feb. 07, 2023
vietpt 0.6733 0.3264 0.3549 0.4120

210

Jun. 02, 2022
cevahir 0.6725 0.3242 0.3519 0.4100

211

Oct. 23, 2020
zidane4ever21 0.6710 0.3236 0.3523 0.4093

212

Sept. 08, 2022
bboylyg 0.6709 0.3266 0.3546 0.4117

213

Jun. 20, 2021
jaing885 0.6708 0.3256 0.3532 0.4105

214

Apr. 09, 2021
ab25 0.6705 0.3228 0.3504 0.4083

215

Dec 28, 2021
nhom5-nrms 0.6702 0.3241 0.3520 0.4096

216

Feb. 09, 2021
OpenMind 0.6700 0.3277 0.3559 0.4130

217

Feb. 14, 2023
richard007 0.6693 0.3283 0.3572 0.4141

218

Feb. 13, 2023
khuongvd2k 0.6693 0.3283 0.3572 0.4141

219

Oct. 23, 2020
dust 0.6691 0.3267 0.3539 0.4109

220

Jun. 06, 2021
shuix007 0.6689 0.3225 0.3499 0.4079

221

Apr. 04, 2021
Rachelxuan11 0.6687 0.3254 0.3525 0.4096

222

Feb. 21, 2023
NamFam 0.6660 0.3234 0.3504 0.4076

223

Mar. 17, 2021
jazzzminewang 0.6659 0.3236 0.3502 0.4074

224

Nov. 28, 2020
TJ_Arthur 0.6646 0.3185 0.3460 0.4046

225

Jan. 28, 2022
testtest 0.6640 0.3201 0.3479 0.4050

226

Feb. 12, 2021
akjindal53244 0.6638 0.3191 0.3466 0.4042

227

Feb. 13, 2023
Namngo 0.6638 0.3242 0.3522 0.4093

228

Jan. 22, 2022
yma2 0.6635 0.3205 0.3460 0.4036

229

Jan. 04, 2022
phucvh183608 0.6633 0.3190 0.3464 0.4038

230

Oct. 23, 2022
zhangy7738 0.6632 0.3188 0.3451 0.4027

231

Nov. 28, 2022
AdarshMIND 0.6618 0.3197 0.3461 0.4038

232

Jan. 12, 2021
freddy_2077 0.6614 0.3205 0.3473 0.4042

233

Dec 13, 2021
hustnhom7 0.6605 0.3181 0.3435 0.4009

234

Apr. 28, 2021
Hieulm 0.6594 0.3169 0.3436 0.4005

235

May. 12, 2023
zy0055 0.6593 0.3141 0.3410 0.3994

236

Jun. 07, 2023
wujie 0.6582 0.3167 0.3429 0.4005

237

Mar. 22, 2021
pd 0.6575 0.3189 0.3458 0.4025

238

Mar. 25, 2021
xulongteng 0.6571 0.3179 0.3446 0.4014

239

Jan. 29, 2021
Silence 0.6570 0.3141 0.3384 0.3967

240

Oct. 23, 2020
aqweteddy 0.6566 0.3173 0.3425 0.3989

241

Oct. 23, 2020
xcw 0.6554 0.3172 0.3434 0.4000

242

Feb. 13, 2023
khuong5trieu 0.6554 0.3198 0.3467 0.4035

243

Jun. 02, 2021
wsm_Mark4PM 0.6550 0.3150 0.3406 0.3982

244

Jan. 04, 2022
TranAnhVuNhom7 0.6548 0.3125 0.3381 0.3953

245

Mar. 02, 2021
christineC2021_1 0.6546 0.3133 0.3389 0.3963

246

Mar. 07, 2021
jingqinghe 0.6543 0.3166 0.3428 0.3995

247

Apr. 25, 2021
ThachAnh 0.6524 0.3128 0.3370 0.3950

248

Mar. 07, 2021
mapingshuo 0.6521 0.3147 0.3408 0.3978

249

Oct. 23, 2020
AND-OR 0.6506 0.3079 0.3320 0.3898

250

Oct. 23, 2020
drew 0.6486 0.3087 0.3333 0.3905

251

Jun. 10, 2021
changecandy 0.6481 0.3114 0.3352 0.3922

252

Nov. 13, 2021
KGN 0.6465 0.3085 0.3322 0.3897

253

Jan. 25, 2021
cynricshu 0.6454 0.3000 0.3218 0.3811

254

Feb. 13, 2023
huongnv 0.6451 0.3069 0.3306 0.3883

255

Feb. 04, 2022
yjin48 0.6402 0.3010 0.3225 0.3802

256

Nov. 21, 2021
surupendu 0.6363 0.2987 0.3206 0.3781

257

Aug. 10, 2021
tj2364 0.6354 0.2986 0.3205 0.3784

258

Aug. 27, 2020
gaojx 0.6342 0.3112 0.3358 0.3919

259

Apr. 27, 2023
zxpyouming 0.6340 0.3008 0.3219 0.3790

260

Feb. 23, 2021
TerryMa 0.6251 0.2919 0.3141 0.3718

261

Jan. 23, 2021
ifan 0.6204 0.2847 0.3039 0.3625

262

Jan. 25, 2022
miabao 0.6174 0.2882 0.3059 0.3646

263

Dec 01, 2021
Lil.Forest 0.6172 0.2910 0.3126 0.3699

264

Jun. 19, 2021
WSM_winwin 0.6166 0.2949 0.3166 0.3730

265

Oct. 23, 2020
tcchiang 0.5950 0.2794 0.2974 0.3551

266

Dec 09, 2022
cmchen 0.5942 0.2744 0.2899 0.3464

267

Dec 04, 2021
saran_pandian 0.5861 0.2717 0.2877 0.3448

268

Mar. 05, 2021
Mluleki 0.5848 0.2641 0.2778 0.3352

269

Aug. 26, 2020
learner 0.5847 0.2648 0.2786 0.3361

270

Dec 17, 2021
psasikarn 0.5825 0.2731 0.2885 0.3448

271

Jan. 28, 2022
liwencong 0.5821 0.2626 0.2759 0.3341

272

Mar. 07, 2022
nitesh.sawadia 0.5780 0.2620 0.2773 0.3358

273

Jun. 07, 2021
chang861224 0.5703 0.2769 0.2945 0.3495

274

Jun. 15, 2022
group_5 0.5680 0.2575 0.2698 0.3268

275

Feb. 12, 2021
lwj 0.5519 0.2469 0.2573 0.3136

276

Jan. 05, 2022
shoemaker 0.5397 0.2475 0.2574 0.3135

277

Jun. 01, 2021
YJack0000 0.5246 0.2364 0.2422 0.2990

278

May. 13, 2021
Brucenccu 0.5221 0.2328 0.2380 0.2938

279

Jan. 14, 2023
a-borel 0.5221 0.2319 0.2373 0.2930

280

Mar. 04, 2022
vancurv 0.5218 0.2370 0.2415 0.2961

281

Jul. 02, 2021
Leon-chang 0.5207 0.2318 0.2385 0.2948

282

Jan. 06, 2021
zichongli 0.5183 0.2348 0.2427 0.2983

283

Aug. 24, 2020
cs880141 0.5180 0.2327 0.2395 0.2953

284

Jan. 06, 2021
xhran2011 0.5170 0.2339 0.2416 0.2972

285

Jan. 06, 2021
xhran2010 0.5170 0.2339 0.2416 0.2972

286

Mar. 15, 2022
usydnlp 0.5167 0.2375 0.2452 0.2998

287

May. 24, 2023
beckersense 0.5158 0.2336 0.2383 0.2932

288

Jan. 18, 2021
christineC2021_2 0.5130 0.2296 0.2363 0.2924

289

Dec 05, 2021
jingda_yu 0.5127 0.2299 0.2337 0.2893

290

Aug. 16, 2022
lsx_0816 0.5108 0.2268 0.2328 0.2885

291

Apr. 04, 2022
jkrse 0.5060 0.2249 0.2309 0.2869

292

Aug. 26, 2020
cdj0311 0.5059 0.2290 0.2350 0.2900

293

Jun. 15, 2022
pneuma 0.5058 0.2274 0.2339 0.2899

294

Aug. 18, 2022
JiangxuLin 0.5023 0.2244 0.2302 0.2858

295

Jun. 18, 2021
DaveWuuu 0.5020 0.2236 0.2310 0.2872

296

May. 05, 2022
Jingqi_wang 0.5018 0.2269 0.2335 0.2886

297

Aug. 26, 2020
zhoubang1 0.5009 0.2256 0.2316 0.2869

298

Sept. 02, 2022
JiangxuLin 0.5009 0.2214 0.2265 0.2821

299

Jun. 15, 2022
Hakjong 0.5006 0.2249 0.2306 0.2859

300

May. 28, 2023
doistha 0.5004 0.2250 0.2317 0.2878

301

Jan. 05, 2021
rockandroll 0.5003 0.2239 0.2294 0.2849

302

Jan. 01, 2023
KhuoVie 0.5003 0.2238 0.2293 0.2847

303

Aug. 25, 2020
bird 0.5002 0.2248 0.2304 0.2862

304

Dec 19, 2021
PradaBear 0.5001 0.2236 0.2291 0.2846

305

Jun. 06, 2021
david116711 0.5000 0.2239 0.2294 0.2849

306

Dec 23, 2022
longtruongv 0.4988 0.2232 0.2289 0.2845

307

Nov. 02, 2022
ali_c 0.4921 0.2211 0.2268 0.2821

308

Dec 07, 2021
Yoon 0.4870 0.2194 0.2244 0.2795

309

Mar. 19, 2022
leemeng 0.4800 0.2150 0.2197 0.2743

310

Apr. 14, 2022
pevnak 0.4798 0.2136 0.2198 0.2758