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

Oct. 05, 2022
quynhnl 0.7256 0.3720 0.4101 0.4660

5

Feb. 10, 2022
Riiid 0.7252 0.3709 0.4089 0.4647

6

Jan. 30, 2022
who_am_I 0.7252 0.3709 0.4089 0.4647

7

Jan. 13, 2022
SUDA_NLP_HY 0.7244 0.3691 0.4065 0.4627

8

Mar. 04, 2021
UniUM 0.7243 0.3706 0.4101 0.4644

9

Dec 28, 2021
rollingUp 0.7242 0.3689 0.4062 0.4624

10

Dec 26, 2021
NoParty4PR 0.7210 0.3667 0.4040 0.4602

11

Feb. 27, 2021
chenghuige 0.7209 0.3676 0.4040 0.4597

12

Feb. 26, 2021
UNBERT 0.7207 0.3677 0.4041 0.4602

13

Jan. 19, 2022
only2233 0.7201 0.3688 0.4059 0.4617

14

Jun. 21, 2021
wsm_SotA 0.7196 0.3636 0.3998 0.4560

15

Dec 17, 2021
rollingUp 0.7175 0.3632 0.3998 0.4562

16

Oct. 23, 2020
fuxictr 0.7143 0.3613 0.3964 0.4526

17

Oct. 23, 2020
wcy419hh 0.7143 0.3616 0.3967 0.4529

18

Oct. 26, 2022
xdr 0.7139 0.3591 0.3937 0.4509

19

Jan. 10, 2022
guody 0.7137 0.3613 0.3962 0.4527

20

Dec 15, 2021
Lil.Forest 0.7134 0.3591 0.3951 0.4518

21

Jan. 14, 2022
xcdt123 0.7118 0.3584 0.3939 0.4502

22

Jan. 12, 2022
fake_news 0.7116 0.3549 0.3888 0.4461

23

Oct. 23, 2020
dtsnu 0.7114 0.3568 0.3916 0.4485

24

Oct. 23, 2020
started2givingup 0.7113 0.3585 0.3933 0.4498

25

Feb. 11, 2022
haibaraqy 0.7112 0.3546 0.3888 0.4458

26

Sept. 27, 2022
vincentni 0.7108 0.3560 0.3906 0.4473

27

Mar. 01, 2021
akirasosa 0.7103 0.3539 0.3876 0.4445

28

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

29

May. 27, 2021
SFI 0.7101 0.3577 0.3922 0.4485

30

Dec 31, 2021
fake_news 0.7099 0.3579 0.3927 0.4497

31

Oct. 23, 2020
oahciy 0.7096 0.3540 0.3883 0.4454

32

Oct. 23, 2020
WONNIU 0.7095 0.3569 0.3916 0.4481

33

Jun. 13, 2021
wsm_88888888 0.7092 0.3541 0.3881 0.4448

34

Jan. 13, 2022
xcdt123 0.7085 0.3541 0.3885 0.4455

35

Aug. 10, 2021
martin_bi 0.7085 0.3581 0.3926 0.4489

36

Feb. 01, 2021
codefish 0.7082 0.3560 0.3897 0.4457

37

Sept. 08, 2022
yujunhao 0.7081 0.3535 0.3866 0.4436

38

Oct. 23, 2020
NoahRS 0.7061 0.3552 0.3895 0.4459

39

Dec 05, 2021
smhe 0.7060 0.3544 0.3891 0.4457

40

Oct. 19, 2021
doubleQ 0.7059 0.3514 0.3847 0.4418

41

Jul. 18, 2021
DistillRec 0.7057 0.3552 0.3896 0.4458

42

Feb. 04, 2021
littlefile 0.7052 0.3535 0.3869 0.4432

43

Oct. 23, 2020
Ravox 0.7048 0.3505 0.3845 0.4416

44

Jun. 14, 2021
guiltrex 0.7038 0.3504 0.3838 0.4408

45

Mar. 16, 2022
veason 0.7033 0.3535 0.3860 0.4429

46

Oct. 23, 2020
Qinne 0.7032 0.3496 0.3830 0.4397

47

Apr. 27, 2021
MengyanZhang 0.7031 0.3496 0.3833 0.4403

48

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

49

Feb. 07, 2021
MIND_Organizer 0.7012 0.3482 0.3808 0.4377

50

Jul. 11, 2022
lab207_kui 0.7005 0.3475 0.3793 0.4363

51

Nov. 11, 2021
noah_lijian 0.7004 0.3475 0.3803 0.4374

52

Dec 05, 2022
Ricky 0.7002 0.3466 0.3788 0.4359

53

Jun. 23, 2022
test_competition 0.6997 0.3473 0.3796 0.4363

54

Feb. 09, 2022
Kimyungi 0.6993 0.3463 0.3780 0.4352

55

Nov. 25, 2021
Coloratura 0.6991 0.3475 0.3793 0.4365

56

Nov. 30, 2022
mytest 0.6990 0.3442 0.3765 0.4342

57

Nov. 29, 2022
a-borel 0.6990 0.3463 0.3783 0.4352

58

Oct. 23, 2020
xyzhang 0.6980 0.3476 0.3814 0.4383

59

Oct. 23, 2020
YangZhenghong 0.6979 0.3480 0.3809 0.4377

60

Oct. 23, 2020
gcc_microsoft 0.6979 0.3479 0.3806 0.4373

61

Aug. 31, 2022
chenyipu 0.6978 0.3467 0.3796 0.4366

62

Dec 09, 2021
hawei 0.6969 0.3422 0.3732 0.4309

63

Oct. 23, 2020
huailei 0.6968 0.3492 0.3812 0.4386

64

Oct. 23, 2020
hanyan 0.6964 0.3441 0.3764 0.4336

65

Jan. 15, 2022
h_h_h_h_h_h_ 0.6960 0.3467 0.3793 0.4361

66

Feb. 21, 2021
Chenbin_Zhang 0.6960 0.3469 0.3791 0.4356

67

Aug. 31, 2022
xiaoxiang 0.6959 0.3435 0.3752 0.4321

68

Jun. 20, 2021
ml4lyfe 0.6957 0.3452 0.3778 0.4350

69

Jan. 27, 2022
HerbertOnRoad 0.6952 0.3433 0.3747 0.4317

70

Oct. 23, 2020
lixmcm 0.6952 0.3438 0.3765 0.4335

71

Nov. 30, 2021
Liangzhuge 0.6951 0.3460 0.3785 0.4353

72

Oct. 23, 2020
duchunning 0.6951 0.3428 0.3753 0.4324

73

Nov. 12, 2022
testtesttest 0.6951 0.3452 0.3777 0.4348

74

Oct. 23, 2020
fanxiaoxing 0.6949 0.3448 0.3770 0.4336

75

Apr. 08, 2021
libowei 0.6948 0.3456 0.3773 0.4338

76

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

77

Jan. 03, 2021
Chiu 0.6946 0.3444 0.3759 0.4326

78

Feb. 02, 2021
Ruixinhua 0.6943 0.3433 0.3748 0.4318

79

Oct. 23, 2020
overlord 0.6942 0.3445 0.3767 0.4332

80

Apr. 25, 2022
SunYunLong 0.6941 0.3422 0.3739 0.4311

81

Oct. 23, 2020
id500 0.6935 0.3451 0.3773 0.4344

82

Jan. 18, 2022
zclfe 0.6934 0.3433 0.3752 0.4322

83

Dec 27, 2021
christineC2021 0.6932 0.3419 0.3733 0.4303

84

Dec 03, 2020
msj 0.6932 0.3432 0.3745 0.4312

85

Aug. 19, 2021
kuailede_cr 0.6931 0.3424 0.3738 0.4309

86

Nov. 25, 2022
lyw 0.6930 0.3437 0.3756 0.4325

87

Dec 01, 2021
smhe 0.6930 0.3459 0.3781 0.4347

88

Jul. 31, 2022
Jiawei_ust 0.6926 0.3415 0.3731 0.4298

89

Jun. 20, 2021
wsm_victor 0.6926 0.3441 0.3762 0.4325

90

Jun. 20, 2021
JamesCYL 0.6926 0.3441 0.3762 0.4325

91

Apr. 24, 2021
chenyipu 0.6925 0.3416 0.3731 0.4304

92

Oct. 23, 2020
Ironball 0.6923 0.3440 0.3778 0.4351

93

Apr. 13, 2021
peijie 0.6918 0.3393 0.3708 0.4282

94

Sept. 17, 2022
Area 0.6918 0.3412 0.3722 0.4297

95

Nov. 18, 2021
zwt 0.6917 0.3415 0.3728 0.4305

96

Oct. 27, 2022
xiezheyong 0.6917 0.3432 0.3744 0.4314

97

Jun. 19, 2021
breezedeus 0.6915 0.3409 0.3723 0.4296

98

Dec 18, 2021
Zongzhihan 0.6912 0.3421 0.3731 0.4306

99

Nov. 09, 2021
Tmail 0.6912 0.3425 0.3733 0.4301

100

Oct. 23, 2020
fit4you 0.6910 0.3413 0.3732 0.4307

101

Mar. 15, 2022
xyqq 0.6904 0.3398 0.3712 0.4285

102

Jun. 17, 2021
QQs 0.6903 0.3419 0.3735 0.4299

103

Oct. 23, 2020
AndreaChao 0.6903 0.3413 0.3727 0.4299

104

Nov. 30, 2021
destinylu 0.6902 0.3412 0.3730 0.4297

105

Jun. 17, 2021
Bravooo 0.6902 0.3419 0.3735 0.4299

106

Dec 01, 2021
hhhhh 0.6902 0.3412 0.3730 0.4297

107

Oct. 23, 2020
Ivy 0.6901 0.3414 0.3726 0.4299

108

Jun. 21, 2021
wsm_EasternHarvard 0.6899 0.3385 0.3685 0.4255

109

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

110

Jan. 25, 2021
Nick1998 0.6897 0.3380 0.3686 0.4258

111

Jun. 02, 2022
laiping 0.6893 0.3383 0.3687 0.4263

112

Oct. 23, 2020
changebin 0.6888 0.3396 0.3706 0.4273

113

Jan. 12, 2021
saltyfish 0.6886 0.3357 0.3667 0.4239

114

Jun. 20, 2021
Sony 0.6884 0.3382 0.3690 0.4255

115

Jun. 19, 2021
chuyueh 0.6882 0.3398 0.3709 0.4273

116

Dec 31, 2021
wzz2579421845 0.6878 0.3386 0.3695 0.4261

117

Apr. 17, 2022
jiangyt 0.6874 0.3391 0.3705 0.4275

118

Jan. 28, 2021
kkq10466 0.6872 0.3359 0.3665 0.4239

119

Nov. 24, 2022
xiaoxiang 0.6872 0.3382 0.3694 0.4269

120

Sept. 02, 2021
ReleaseWang 0.6867 0.3372 0.3674 0.4248

121

Sept. 01, 2020
yupei 0.6867 0.3404 0.3721 0.4288

122

Feb. 22, 2021
qxe34517 0.6866 0.3344 0.3651 0.4226

123

Jan. 15, 2021
fzy37920 0.6866 0.3357 0.3664 0.4236

124

Sept. 24, 2021
HJS_TJU 0.6865 0.3377 0.3681 0.4252

125

Jan. 04, 2021
alexchiu 0.6864 0.3360 0.3659 0.4234

126

May. 24, 2022
Whonor 0.6863 0.3371 0.3674 0.4245

127

Oct. 23, 2020
Tsar 0.6862 0.3374 0.3676 0.4253

128

Sept. 01, 2020
majinc 0.6862 0.3397 0.3705 0.4274

129

Jan. 29, 2021
Spring_945 0.6861 0.3379 0.3689 0.4256

130

Jan. 02, 2021
NAML 0.6861 0.3377 0.3688 0.4260

131

Nov. 20, 2020
ConnollyLeon 0.6860 0.3363 0.3668 0.4237

132

Mar. 31, 2022
DengLi 0.6859 0.3385 0.3688 0.4260

133

Jan. 05, 2022
nhom5 0.6858 0.3369 0.3676 0.4249

134

Jun. 19, 2021
tingting0119 0.6858 0.3358 0.3664 0.4234

135

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

136

Nov. 26, 2022
PekingXJL 0.6854 0.3367 0.3676 0.4247

137

Jul. 21, 2021
csb266 0.6853 0.3377 0.3678 0.4247

138

Feb. 10, 2021
ybm15387 0.6851 0.3322 0.3624 0.4201

139

Dec 27, 2021
Group_1_IT4613_20211_HUST 0.6848 0.3367 0.3672 0.4242

140

Aug. 04, 2022
ShangxiWu 0.6846 0.3383 0.3699 0.4270

141

Jan. 10, 2022
Jyonn 0.6846 0.3405 0.3717 0.4282

142

Oct. 23, 2020
heroddaji 0.6845 0.3376 0.3677 0.4244

143

Dec 13, 2021
LURM 0.6844 0.3361 0.3654 0.4229

144

Nov. 25, 2022
LeonChang 0.6843 0.3355 0.3652 0.4224

145

Feb. 03, 2021
Cora 0.6836 0.3356 0.3665 0.4235

146

Oct. 25, 2020
faysir 0.6836 0.3343 0.3644 0.4219

147

Aug. 27, 2020
CyberFish 0.6834 0.3373 0.3683 0.4258

148

May. 20, 2022
LPP 0.6834 0.3330 0.3622 0.4198

149

Feb. 10, 2021
xqu19316 0.6832 0.3324 0.3623 0.4200

150

Dec 01, 2021
NoParty4PR 0.6832 0.3358 0.3644 0.4214

151

Feb. 01, 2021
Codle 0.6828 0.3347 0.3648 0.4219

152

Oct. 23, 2020
again_and_again 0.6828 0.3365 0.3665 0.4240

153

Oct. 23, 2020
xinghuaz 0.6827 0.3385 0.3691 0.4259

154

Aug. 28, 2020
amgis3 0.6827 0.3320 0.3615 0.4196

155

Jun. 15, 2021
wsm_baseline 0.6824 0.3351 0.3656 0.4225

156

Dec 26, 2021
hieunm 0.6823 0.3326 0.3630 0.4203

157

Dec 26, 2021
hieunm 0.6823 0.3326 0.3630 0.4203

158

Nov. 05, 2021
raingstar 0.6820 0.3353 0.3660 0.4226

159

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

160

Oct. 23, 2020
dengjia284 0.6814 0.3325 0.3614 0.4192

161

Jun. 16, 2022
pstkim 0.6812 0.3350 0.3650 0.4224

162

Feb. 16, 2022
feature 0.6812 0.3379 0.3690 0.4257

163

Mar. 25, 2022
TH_KIM 0.6810 0.3322 0.3624 0.4200

164

Sept. 19, 2021
clilyn 0.6809 0.3371 0.3675 0.4243

165

Oct. 23, 2020
ustc_jingang 0.6809 0.3337 0.3633 0.4208

166

Nov. 10, 2022
pengwj 0.6808 0.3329 0.3624 0.4200

167

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

168

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

169

Feb. 19, 2022
unchat 0.6803 0.3334 0.3633 0.4205

170

Aug. 27, 2021
yangyongqiang1 0.6800 0.3337 0.3638 0.4207

171

Oct. 23, 2020
qqyysg 0.6799 0.3336 0.3644 0.4213

172

Mar. 15, 2021
hvv 0.6798 0.3352 0.3655 0.4223

173

Mar. 01, 2021
hapoyige 0.6793 0.3341 0.3647 0.4215

174

Nov. 13, 2020
YHu 0.6790 0.3338 0.3624 0.4192

175

Jul. 25, 2021
LiJT 0.6789 0.3321 0.3621 0.4188

176

Nov. 30, 2020
finegrained 0.6787 0.3346 0.3653 0.4221

177

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

178

Mar. 25, 2021
wangwenhua 0.6785 0.3316 0.3611 0.4181

179

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

180

May. 26, 2021
xuhongqing 0.6779 0.3287 0.3567 0.4140

181

Mar. 07, 2022
fyzl 0.6776 0.3339 0.3640 0.4213

182

Oct. 23, 2020
simple2better 0.6766 0.3311 0.3609 0.4184

183

Oct. 23, 2020
shahnawaz 0.6766 0.3282 0.3576 0.4149

184

Apr. 11, 2021
hmguo 0.6763 0.3297 0.3591 0.4163

185

Feb. 03, 2021
Autumn 0.6754 0.3292 0.3581 0.4154

186

Jun. 19, 2021
wsm_KoreaMoos 0.6748 0.3285 0.3569 0.4140

187

Mar. 02, 2022
ZgDaMoWang 0.6738 0.3284 0.3571 0.4141

188

Jan. 01, 2022
TranAnhVuNhom7 0.6738 0.3288 0.3570 0.4135

189

Jun. 16, 2022
DICELab 0.6735 0.3292 0.3573 0.4144

190

Jun. 09, 2022
whitepurple 0.6735 0.3292 0.3573 0.4144

191

Jun. 02, 2022
cevahir 0.6725 0.3242 0.3519 0.4100

192

Nov. 20, 2022
zy0055 0.6721 0.3239 0.3513 0.4091

193

Oct. 23, 2020
zidane4ever21 0.6710 0.3236 0.3523 0.4093

194

Sept. 08, 2022
bboylyg 0.6709 0.3266 0.3546 0.4117

195

Jun. 20, 2021
jaing885 0.6708 0.3256 0.3532 0.4105

196

Apr. 09, 2021
ab25 0.6705 0.3228 0.3504 0.4083

197

Dec 28, 2021
nhom5-nrms 0.6702 0.3241 0.3520 0.4096

198

Feb. 09, 2021
OpenMind 0.6700 0.3277 0.3559 0.4130

199

Oct. 23, 2020
dust 0.6691 0.3267 0.3539 0.4109

200

Jun. 06, 2021
shuix007 0.6689 0.3225 0.3499 0.4079

201

Apr. 04, 2021
Rachelxuan11 0.6687 0.3254 0.3525 0.4096

202

Dec 03, 2022
tinyrolls 0.6677 0.3193 0.3453 0.4027

203

Mar. 17, 2021
jazzzminewang 0.6659 0.3236 0.3502 0.4074

204

Nov. 28, 2020
TJ_Arthur 0.6646 0.3185 0.3460 0.4046

205

Jan. 28, 2022
testtest 0.6640 0.3201 0.3479 0.4050

206

Feb. 12, 2021
akjindal53244 0.6638 0.3191 0.3466 0.4042

207

Jan. 22, 2022
yma2 0.6635 0.3205 0.3460 0.4036

208

Jan. 04, 2022
phucvh183608 0.6633 0.3190 0.3464 0.4038

209

Oct. 23, 2022
zhangy7738 0.6632 0.3188 0.3451 0.4027

210

Nov. 28, 2022
AdarshMIND 0.6618 0.3197 0.3461 0.4038

211

Jan. 12, 2021
freddy_2077 0.6614 0.3205 0.3473 0.4042

212

Dec 13, 2021
hustnhom7 0.6605 0.3181 0.3435 0.4009

213

Apr. 28, 2021
Hieulm 0.6594 0.3169 0.3436 0.4005

214

Nov. 29, 2022
Rui 0.6577 0.3144 0.3395 0.3970

215

Mar. 22, 2021
pd 0.6575 0.3189 0.3458 0.4025

216

Mar. 25, 2021
xulongteng 0.6571 0.3179 0.3446 0.4014

217

Jan. 29, 2021
Silence 0.6570 0.3141 0.3384 0.3967

218

Oct. 23, 2020
aqweteddy 0.6566 0.3173 0.3425 0.3989

219

Oct. 23, 2020
xcw 0.6554 0.3172 0.3434 0.4000

220

Jun. 02, 2021
wsm_Mark4PM 0.6550 0.3150 0.3406 0.3982

221

Jan. 04, 2022
TranAnhVuNhom7 0.6548 0.3125 0.3381 0.3953

222

Mar. 02, 2021
christineC2021_1 0.6546 0.3133 0.3389 0.3963

223

Mar. 07, 2021
jingqinghe 0.6543 0.3166 0.3428 0.3995

224

Apr. 25, 2021
ThachAnh 0.6524 0.3128 0.3370 0.3950

225

Mar. 07, 2021
mapingshuo 0.6521 0.3147 0.3408 0.3978

226

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

227

Dec 04, 2022
cmchen 0.6499 0.3197 0.3455 0.4014

228

Oct. 23, 2020
drew 0.6486 0.3087 0.3333 0.3905

229

Jun. 10, 2021
changecandy 0.6481 0.3114 0.3352 0.3922

230

Nov. 13, 2021
KGN 0.6465 0.3085 0.3322 0.3897

231

Jan. 25, 2021
cynricshu 0.6454 0.3000 0.3218 0.3811

232

Feb. 04, 2022
yjin48 0.6402 0.3010 0.3225 0.3802

233

Nov. 21, 2021
surupendu 0.6363 0.2987 0.3206 0.3781

234

Aug. 10, 2021
tj2364 0.6354 0.2986 0.3205 0.3784

235

Aug. 27, 2020
gaojx 0.6342 0.3112 0.3358 0.3919

236

Feb. 23, 2021
TerryMa 0.6251 0.2919 0.3141 0.3718

237

Jan. 23, 2021
ifan 0.6204 0.2847 0.3039 0.3625

238

Jan. 25, 2022
miabao 0.6174 0.2882 0.3059 0.3646

239

Dec 01, 2021
Lil.Forest 0.6172 0.2910 0.3126 0.3699

240

Jun. 19, 2021
WSM_winwin 0.6166 0.2949 0.3166 0.3730

241

Oct. 23, 2020
tcchiang 0.5950 0.2794 0.2974 0.3551

242

Dec 04, 2021
saran_pandian 0.5861 0.2717 0.2877 0.3448

243

Mar. 05, 2021
Mluleki 0.5848 0.2641 0.2778 0.3352

244

Aug. 26, 2020
learner 0.5847 0.2648 0.2786 0.3361

245

Dec 17, 2021
psasikarn 0.5825 0.2731 0.2885 0.3448

246

Jan. 28, 2022
liwencong 0.5821 0.2626 0.2759 0.3341

247

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

248

Jun. 07, 2021
chang861224 0.5703 0.2769 0.2945 0.3495

249

Jun. 15, 2022
group_5 0.5680 0.2575 0.2698 0.3268

250

Feb. 12, 2021
lwj 0.5519 0.2469 0.2573 0.3136

251

Jan. 05, 2022
shoemaker 0.5397 0.2475 0.2574 0.3135

252

Jun. 01, 2021
YJack0000 0.5246 0.2364 0.2422 0.2990

253

May. 13, 2021
Brucenccu 0.5221 0.2328 0.2380 0.2938

254

Mar. 04, 2022
vancurv 0.5218 0.2370 0.2415 0.2961

255

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

256

Jan. 06, 2021
zichongli 0.5183 0.2348 0.2427 0.2983

257

Aug. 24, 2020
cs880141 0.5180 0.2327 0.2395 0.2953

258

Jan. 06, 2021
xhran2011 0.5170 0.2339 0.2416 0.2972

259

Jan. 06, 2021
xhran2010 0.5170 0.2339 0.2416 0.2972

260

Mar. 15, 2022
usydnlp 0.5167 0.2375 0.2452 0.2998

261

Jan. 18, 2021
christineC2021_2 0.5130 0.2296 0.2363 0.2924

262

Dec 05, 2021
jingda_yu 0.5127 0.2299 0.2337 0.2893

263

Aug. 16, 2022
lsx_0816 0.5108 0.2268 0.2328 0.2885

264

Apr. 04, 2022
jkrse 0.5060 0.2249 0.2309 0.2869

265

Aug. 26, 2020
cdj0311 0.5059 0.2290 0.2350 0.2900

266

Jun. 15, 2022
pneuma 0.5058 0.2274 0.2339 0.2899

267

Aug. 18, 2022
JiangxuLin 0.5023 0.2244 0.2302 0.2858

268

Jun. 18, 2021
DaveWuuu 0.5020 0.2236 0.2310 0.2872

269

May. 05, 2022
Jingqi_wang 0.5018 0.2269 0.2335 0.2886

270

Aug. 26, 2020
zhoubang1 0.5009 0.2256 0.2316 0.2869

271

Sept. 02, 2022
JiangxuLin 0.5009 0.2214 0.2265 0.2821

272

Jun. 15, 2022
Hakjong 0.5006 0.2249 0.2306 0.2859

273

Jan. 05, 2021
rockandroll 0.5003 0.2239 0.2294 0.2849

274

Aug. 25, 2020
bird 0.5002 0.2248 0.2304 0.2862

275

Dec 19, 2021
PradaBear 0.5001 0.2236 0.2291 0.2846

276

Jun. 06, 2021
david116711 0.5000 0.2239 0.2294 0.2849

277

Nov. 29, 2022
huongnv 0.5000 0.2236 0.2291 0.2845

278

Oct. 27, 2022
phu.ict4138 0.4999 0.2239 0.2294 0.2848

279

Nov. 02, 2022
ali_c 0.4921 0.2211 0.2268 0.2821

280

Dec 07, 2021
Yoon 0.4870 0.2194 0.2244 0.2795

281

Mar. 19, 2022
leemeng 0.4800 0.2150 0.2197 0.2743

282

Apr. 14, 2022
pevnak 0.4798 0.2136 0.2198 0.2758