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383
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428
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int64
10
90
days_since_request
float64
0
78.5
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float64
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113
payment_type
stringclasses
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int64
1
6.7k
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float64
-170.6
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float64
1.3k
9.51k
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float64
2.83k
6.99k
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int64
0
2.39k
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int64
0
39
employment_status
stringclasses
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credit_risk_score
int64
-170
389
email_is_free
int64
0
1
housing_status
stringclasses
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phone_home_valid
int64
0
1
phone_mobile_valid
int64
0
1
bank_months_count
int64
-1
32
has_other_cards
int64
0
1
proposed_credit_limit
float64
190
2.1k
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int64
0
1
source
stringclasses
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session_length_in_minutes
float64
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85.9
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stringclasses
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keep_alive_session
int64
0
1
device_distinct_emails_8w
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2
device_fraud_count
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month
int64
0
7
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0.8
0.818078
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42
50
0.015114
20.10898
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1,837
2,559.596072
3,282.115267
4,872.131138
24
17
CA
194
1
BC
1
1
31
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1,500
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0.377422
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3
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16.047191
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4,344
4,571.191764
3,154.41683
5,123.175081
9
16
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74
0
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200
0
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1
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0.9
0.810406
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163
30
0.02629
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2,643.234445
2,751.506385
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165
18
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203
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0
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1,000
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3,655.982319
4,048.976582
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5,542.752458
5,370.201628
4,980.487347
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20
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249
0
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16
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14.100253
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0.8
0.904395
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30
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1,600
3,984.31473
3,690.717587
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18
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225
0
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0.405366
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12
20
0.023501
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2,700
6,913.084653
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14
11
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133
1
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28
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332
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9,270.203646
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182
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0.922445
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0.001135
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1,073
6,832.743286
5,358.699363
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84
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0.009121
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119
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30
0.017763
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2,243
8,145.44867
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4,330.724819
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13
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146
1
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0.023131
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1,435
3,768.067116
5,938.953755
4,875.332981
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232
0
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0.012376
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776
3,806.709409
4,283.455273
4,384.731947
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4
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109
1
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0.120399
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1,669
7,954.226728
5,511.95467
4,698.457923
15
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57
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0.6
0.087464
110
11
20
0.01706
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4,112
3,149.396044
3,171.815517
4,632.677711
2
20
CA
25
1
BC
1
0
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0
200
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windows
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1
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0.6
0.065758
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54
30
0.006517
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1,754
4,593.180514
2,704.168247
4,843.216553
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13
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234
0
BB
0
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macintosh
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0.407634
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122
40
0.00433
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3,109
1,528.641416
3,252.788028
4,754.357416
1,409
3
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159
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28
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500
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0.8
0.269061
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191
40
0.011432
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2,856
2,833.889422
2,603.264298
4,404.219459
11
8
CA
206
0
BA
0
1
28
0
1,500
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linux
0
1
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4
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0.9
0.28522
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46
20
0.01525
51.810874
AA
1,961
4,684.640396
5,111.486745
5,075.162978
38
7
CA
110
1
BC
0
1
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200
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0.5
0.357259
30
3
30
0.020538
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3,324
1,406.913057
7,907.201609
5,083.853655
1
14
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114
1
BB
0
0
1
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200
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1.613397
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0.6
0.267427
29
25
20
0.039902
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3,299
4,740.221103
4,627.813344
4,756.538886
629
8
CA
129
1
BB
1
1
15
0
500
0
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windows
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1
0
4
0
0.6
0.304883
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108
50
0.033186
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2,764
6,916.389414
5,634.286881
4,442.895502
746
4
CC
120
1
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1
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200
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0.9
0.267365
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159
40
0.020469
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2,193
2,816.200828
5,642.881447
4,343.782683
1
6
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241
1
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1
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27
0
1,000
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0.8
0.205605
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44
40
0.007101
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703
7,232.612486
4,310.201669
4,417.951002
9
9
CB
103
0
BE
0
1
21
0
200
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1.514852
linux
1
1
0
4
0
0.9
0.673607
-1
197
10
0.035067
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435
2,051.219164
5,592.366329
4,962.653814
49
5
CA
191
0
BE
0
1
1
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1,000
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windows
1
1
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4
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0.9
0.841357
12
13
40
0.012017
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485
7,669.133682
5,928.202952
4,783.504838
1,840
23
CA
163
0
BC
0
1
28
0
1,000
1
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windows
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2
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0.6
0.345727
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76
20
0.045019
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871
7,021.767348
5,796.564966
5,006.373341
9
18
CD
22
0
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200
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0.9
0.726659
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80
50
0.005201
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888
3,770.556688
3,128.34174
4,293.325198
34
6
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234
1
BC
0
1
30
1
1,000
1
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3.149111
linux
0
1
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4
0
0.8
0.241127
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121
30
0.005268
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652
5,637.723239
3,223.089131
3,821.723153
10
11
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224
1
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1
1
15
0
1,000
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linux
1
1
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0.2
0.897237
32
22
20
0.001083
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1,952
575.13864
5,241.238395
5,011.82287
16
18
CE
183
1
BB
0
1
10
0
200
0
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3.678307
windows
1
1
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4
0
0.7
0.315274
-1
40
40
0.005073
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2,790
3,480.340822
4,716.698844
4,806.818107
0
8
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168
1
BC
0
1
-1
1
1,500
0
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3.883139
windows
1
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0
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0.285345
-1
26
20
0.013918
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3,273
3,197.499754
2,381.277013
4,325.284386
8
7
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176
1
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0
1
30
0
1,000
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2.512773
linux
0
1
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4
0
0.5
0.380864
-1
48
60
0.01933
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AC
3,480
10,447.202053
5,738.988072
4,965.410278
0
1
CC
98
1
BB
1
1
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macintosh
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0.7
0.216284
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30
0.024142
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1,146
4,181.595079
6,501.050003
4,352.97302
22
5
CF
107
1
BB
0
1
31
1
200
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1
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4
0
0.7
0.707681
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40
0.000007
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1,316
8,531.339587
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154
0
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500
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macintosh
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30
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956
2,918.476902
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10
7
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173
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1
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30
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11,758.386133
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4,238.421515
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0.9
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0.026534
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1,072
1,379.571772
4,787.437592
5,262.778448
617
1
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268
1
BA
0
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30
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1,500
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6.788092
windows
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0.1
0.600239
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1,636
3,249.615435
3,996.631558
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17
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238
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0.9
0.218854
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39
40
0.005983
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417
5,403.907898
5,468.189574
4,383.935145
1
3
CA
165
0
BC
0
1
-1
1
200
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windows
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1
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4
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0.7
0.111112
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27
40
0.020329
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757
4,181.532479
3,412.526085
3,694.327861
27
7
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169
1
BC
0
1
1
0
500
0
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1.454728
linux
1
1
0
4
0
0.1
0.396314
-1
61
30
0.00074
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3,021
5,530.967562
4,177.700877
4,317.99622
0
13
CB
112
0
BC
0
1
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200
0
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12.749113
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1
1
0
4
0
0.7
0.400355
-1
120
40
0.021214
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AC
517
6,704.334457
4,787.45764
4,920.773116
0
5
CA
162
1
BA
1
0
-1
1
200
0
INTERNET
2.398334
other
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1
0
4
0
0.5
0.422787
-1
117
30
0.038657
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AC
825
5,448.399624
4,549.155896
4,275.964487
1
6
CA
99
1
BC
0
1
-1
1
200
0
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8.104488
linux
1
1
0
4
0
0.7
0.08104
-1
59
40
0.018166
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AD
1,404
2,013.524626
4,702.5135
6,444.480287
5
6
CA
107
0
BA
0
1
1
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200
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17.215001
x11
1
1
0
4
0
0.8
0.158595
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108
20
0.031951
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AC
2,957
6,371.419561
3,399.110264
4,995.491892
1
13
CB
48
1
BB
0
1
-1
0
200
0
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3.398188
linux
0
2
0
4
0
0.5
0.231862
-1
102
60
0.000147
104.951998
AA
2,665
4,301.305522
4,293.427822
4,900.883066
6
4
CB
85
0
BC
0
1
1
0
500
0
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3.203103
linux
0
1
0
4
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0.4
0.347522
63
15
30
0.007065
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AC
743
6,245.947183
3,856.624452
4,341.42133
1
10
CA
114
0
BB
0
1
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1,000
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1.903526
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4
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0.7
0.293154
88
7
20
0.029047
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493
2,832.599662
3,753.501763
4,484.378501
0
10
CA
133
0
BD
0
1
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0
200
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10.181017
windows
0
1
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4
0
0.1
0.435627
31
21
30
0.016789
17.782131
AA
1,265
2,394.674323
4,184.134397
4,273.599806
431
13
CA
128
1
BB
0
1
21
0
200
0
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2.120884
windows
1
1
0
4
0
0.8
0.116502
-1
187
50
0.002846
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3,717
4,934.917428
4,640.374653
4,868.875449
2
7
CB
154
1
BA
1
1
-1
0
200
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18.56994
linux
0
1
0
4
0
0.9
0.407378
61
8
40
20.3152
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2,686
5,458.505153
5,034.963104
4,323.775711
0
7
CA
143
0
BC
0
1
2
0
200
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12.130423
windows
0
1
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4
0
0.8
0.808819
-1
254
40
0.006568
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1,158
3,646.517114
4,752.700067
4,368.18542
11
4
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194
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0
0
31
0
500
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1
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0.3
0.488672
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117
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0.012221
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1,553
2,972.352715
4,473.977194
5,136.275044
13
7
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159
0
BA
0
1
25
0
1,000
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20.951195
linux
1
1
0
4
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0.3
0.854118
51
8
40
0.004675
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1,822
9,703.862034
5,250.744827
4,278.099712
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5
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175
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1
1
-1
0
1,000
0
TELEAPP
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other
0
1
0
4
0
0.7
0.181895
-1
168
40
0.011937
-0.928955
AB
1,273
6,261.4311
3,052.747505
4,811.985052
1
7
CA
223
0
BB
1
1
25
0
500
0
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5.973118
linux
0
1
0
4
0
0.6
0.82226
-1
40
40
0.020628
11.764507
AA
1,866
4,567.762702
4,301.822348
3,048.820243
19
5
CB
253
1
BC
1
0
-1
1
1,500
0
INTERNET
4.119986
windows
1
1
0
4
0
0.9
0.234996
-1
53
30
0.003802
32.181516
AB
997
6,346.264075
3,430.624609
5,358.951649
9
4
CA
79
0
BB
1
1
1
0
200
0
INTERNET
2.710756
windows
0
1
0
4
0
0.6
0.54575
-1
51
20
0.000487
-1.413466
AB
2,799
7,271.048383
4,150.788887
4,978.645971
14
6
CA
58
1
BC
1
1
20
0
200
0
INTERNET
7.155224
linux
0
2
0
4
0
0.3
0.478763
-1
51
20
0.001316
37.941549
AA
3,448
4,562.461265
4,124.982209
5,090.083723
1,536
9
CE
114
1
BC
0
1
10
1
200
0
INTERNET
3.610481
other
0
1
0
4
0
0.2
0.901953
-1
181
60
0.010694
-1.485292
AC
1,475
6,021.31965
3,479.663441
5,642.787986
0
16
CF
251
0
BB
0
1
-1
0
1,500
0
INTERNET
3.563125
linux
0
2
0
4
0
0.7
0.287356
-1
40
50
0.012077
-1.054732
AB
4,468
3,776.117491
4,204.159596
4,401.770737
276
4
CA
85
0
BB
1
1
25
1
200
0
INTERNET
3.052931
windows
1
1
0
4
0
0.1
0.241058
-1
125
20
0.015534
-1.231746
AB
920
8,698.65335
5,704.31585
4,841.756362
2
7
CA
134
1
BC
0
1
2
0
500
0
INTERNET
5.682171
macintosh
0
1
0
4
0
0.1
0.438007
10
16
20
12.324329
-0.939996
AC
518
4,196.676717
2,983.516077
5,014.879019
0
12
CA
61
0
BE
0
1
-1
0
200
0
INTERNET
7.642986
other
1
1
0
4
0
0.1
0.118763
28
0
10
0.019139
16.448548
AA
1,542
5,493.458368
5,250.268126
5,642.812992
37
8
CA
55
1
BE
0
1
22
0
200
0
INTERNET
10.252975
windows
1
1
0
4
0
0.1
0.421549
97
8
30
69.072735
-1.511043
AC
1,931
3,912.862217
3,023.068315
4,368.960841
0
12
CA
59
1
BC
1
0
-1
0
200
0
INTERNET
3.11978
linux
1
1
0
4
0
0.2
0.70247
-1
85
20
0.013807
-0.642065
AB
1,508
1,944.028593
3,848.722025
4,931.956086
15
12
CA
77
1
BC
0
1
1
0
200
0
INTERNET
10.131194
other
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1
0
4
0
0.1
0.920888
-1
70
20
0.038686
-1.115864
AD
754
9,756.238618
6,054.264026
4,290.573633
1,664
11
CA
71
0
BE
0
1
20
0
200
0
INTERNET
6.717001
other
1
1
0
4
0
0.7
0.395038
11
17
30
0.009605
-0.277492
AB
743
8,578.335498
4,992.833038
4,904.817781
44
16
CA
114
0
BC
0
1
15
0
1,500
0
INTERNET
4.931081
windows
1
1
0
4
0
0.3
0.320035
11
12
20
0.005392
-1.015459
AB
1,242
5,115.540151
5,683.866212
4,345.384617
11
8
CD
-40
0
BE
0
1
1
0
200
0
INTERNET
9.139113
linux
1
1
0
4
0
0.6
0.492004
182
45
30
0.003861
-0.601449
AC
671
3,592.596912
2,887.882531
4,915.504184
1
13
CB
274
0
BC
0
0
-1
1
1,500
0
TELEAPP
5.388945
other
1
1
0
4
0
0.1
0.990284
100
6
20
0.034518
-1.688257
AC
1,563
8,888.805545
5,618.195515
5,143.842846
0
7
CA
89
0
BE
0
1
-1
0
200
0
INTERNET
4.683762
macintosh
1
1
0
4
0
0.9
0.080339
-1
192
50
0.016
-1.887138
AB
734
6,546.92159
4,731.820394
5,052.877821
16
8
CA
153
0
BA
0
1
30
0
500
0
INTERNET
1.921309
windows
0
1
0
4
0
0.4
0.516767
-1
44
40
0.003002
-0.886681
AB
1,766
2,205.505556
4,500.087387
4,803.093458
47
8
CF
201
1
BC
1
1
11
0
200
0
INTERNET
1.702129
linux
0
1
0
4
0
0.6
0.057935
-1
169
30
0.014476
-0.671949
AB
1,601
5,082.004767
3,019.274076
4,983.632101
8
18
CB
224
1
BE
0
1
28
0
1,500
0
INTERNET
4.526929
other
0
1
0
4
0
0.6
0.197796
-1
82
30
0.029322
-0.960676
AB
2,966
4,690.002369
3,611.424409
4,202.589362
0
15
CA
175
0
BA
0
0
21
0
200
0
INTERNET
3.324669
other
0
1
0
4
0
0.9
0.194063
-1
79
20
0.024596
30.875403
AA
1,616
6,909.906832
5,664.487941
4,770.30099
6
4
CB
194
1
BC
1
1
15
1
500
1
INTERNET
2.662088
other
0
1
0
4
0
0.9
0.999752
-1
247
60
0.033337
-0.934382
AB
1,168
5,981.025654
5,146.802157
5,105.696676
29
5
CC
93
1
BB
1
0
1
0
200
0
INTERNET
1.652293
linux
1
1
0
4
0
0.1
0.255158
-1
311
40
0.020403
-1.016845
AD
1,859
8,894.173825
4,975.903323
5,031.629681
37
3
CB
101
0
BA
1
1
20
0
200
0
INTERNET
1.63469
other
1
1
0
4
0
0.3
0.476995
-1
111
40
0.022077
-0.668393
AC
1,036
5,015.435658
6,168.630703
4,933.366476
1
6
CA
87
1
BB
0
1
-1
0
200
0
INTERNET
1.341863
linux
1
1
0
4
0
0.6
0.37905
-1
42
20
0.000361
50.226585
AA
2,883
3,721.186812
4,784.668019
5,189.841205
1,933
11
CB
85
1
BA
0
1
11
0
200
0
INTERNET
4.338136
linux
0
1
0
4
0
0.8
0.819494
-1
102
60
0.013874
-0.746305
AC
1,363
1,049.35417
5,065.675601
5,100.181205
1
6
CA
104
0
BA
0
1
-1
0
200
0
INTERNET
6.926013
windows
1
1
0
4
0
0.2
0.492343
-1
37
40
19.981161
-0.813902
AC
626
8,796.439347
5,681.077751
4,753.325373
32
10
CA
23
1
BC
1
1
-1
0
200
0
INTERNET
9.769752
windows
0
1
0
4
0
0.1
0.858122
-1
75
30
0.00529
-1.373976
AC
1,178
6,089.579934
5,103.774783
4,696.374587
0
9
CA
118
1
BB
1
1
-1
0
200
0
INTERNET
1.441512
other
0
1
0
4
0
0.2
0.279771
-1
182
50
0.018922
-1.682787
AD
2,596
6,404.329141
4,193.542625
4,332.302772
14
7
CA
116
0
BA
1
1
26
0
200
0
INTERNET
8.300364
windows
0
2
0
4
0
0.9
0.783962
-1
5
30
0.012062
-0.333963
AD
958
1,244.094775
4,355.412575
5,570.934565
46
14
CA
68
1
BC
0
1
6
0
1,000
1
INTERNET
9.595171
windows
0
1
0
4
0
0.9
0.181332
-1
189
10
0.030558
-1.164573
AB
294
2,765.474
3,654.153826
4,359.359918
10
6
CA
200
0
BE
0
1
1
0
500
0
INTERNET
4.496135
windows
0
1
0
4
0
0.5
0.463632
25
5
30
0.007805
-1.16276
AC
2,644
6,678.534702
3,721.091961
4,290.105804
0
8
CA
133
0
BC
0
1
-1
1
1,000
0
INTERNET
2.214383
windows
1
1
0
4
0
0.8
0.118336
37
68
20
0.003557
13.100995
AA
2,944
4,409.513903
4,714.755712
4,258.869216
32
4
CA
175
0
BC
0
1
1
1
500
0
INTERNET
3.764039
windows
0
1
0
4
0
0.6
0.906269
-1
265
20
0.010296
-0.665839
AA
1,668
9,770.424982
3,919.932139
4,495.791145
1
7
CA
237
1
BE
0
1
30
1
200
0
INTERNET
3.325059
linux
1
1
0
4
0
0.9
0.397
-1
38
50
0.004291
-1.232588
AC
895
7,222.177844
2,851.365904
5,021.263022
2
18
CA
139
0
BA
0
1
15
0
500
0
INTERNET
10.194752
windows
0
1
0
4
0
0.8
0.994401
-1
36
30
0.009856
-0.348698
AB
930
14,083.961454
2,604.098826
4,896.032641
19
13
CA
116
1
BB
0
1
1
0
200
0
INTERNET
2.803873
windows
0
1
0
4
0
0.8
0.872575
-1
192
30
0.030924
29.299373
AA
751
4,792.627674
4,592.581214
5,144.671576
11
12
CB
124
0
BB
0
1
30
1
200
0
INTERNET
1.418096
windows
0
1
0
4
0
0.7
0.865075
-1
77
40
0.001012
-1.370665
AB
548
2,897.146887
3,307.518127
4,962.675301
15
9
CA
106
1
BB
0
1
19
0
200
0
INTERNET
5.002136
other
1
1
0
4
0
0.4
0.454297
-1
305
50
1.411187
-0.908946
AC
1,042
7,103.097
4,679.116474
4,432.844329
1
2
CC
60
0
BA
0
1
-1
0
200
0
INTERNET
5.763228
linux
1
1
0
4
0
0.2
0.130829
-1
84
40
0.052285
-0.728276
AB
1,025
7,262.823417
5,157.324596
4,971.864592
13
13
CA
175
1
BB
0
1
1
0
200
0
INTERNET
3.042241
windows
1
1
0
4
0
0.2
0.74845
34
8
60
0.001058
-1.369125
AB
1,231
1,688.932094
5,142.603174
6,351.15586
9
2
CC
206
1
BA
0
1
30
0
1,500
0
INTERNET
5.621704
linux
0
1
0
4
0
0.9
0.664448
-1
381
40
0.019795
-0.916066
AB
2,471
4,785.066072
5,227.037437
4,332.286554
2
5
CA
193
0
BA
0
1
25
1
1,000
0
INTERNET
5.387919
windows
0
1
0
4