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int64
0
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0.9
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0
1
prev_address_months_count
int64
-1
383
current_address_months_count
int64
-1
428
customer_age
int64
10
90
days_since_request
float64
0
78.5
intended_balcon_amount
float64
-15.53
113
payment_type
stringclasses
5 values
zip_count_4w
int64
1
6.7k
velocity_6h
float64
-170.6
16.7k
velocity_24h
float64
1.3k
9.51k
velocity_4w
float64
2.83k
6.99k
bank_branch_count_8w
int64
0
2.39k
date_of_birth_distinct_emails_4w
int64
0
39
employment_status
stringclasses
7 values
credit_risk_score
int64
-170
389
email_is_free
int64
0
1
housing_status
stringclasses
7 values
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
foreign_request
int64
0
1
source
stringclasses
2 values
session_length_in_minutes
float64
-1
85.9
device_os
stringclasses
5 values
keep_alive_session
int64
0
1
device_distinct_emails_8w
int64
-1
2
device_fraud_count
int64
0
0
month
int64
0
7
0
0.8
0.784334
-1
142
20
0.026246
-1.061232
AB
1,607
6,819.263892
5,437.603683
4,340.849148
10
11
CA
175
0
BB
0
1
1
1
1,000
0
INTERNET
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windows
1
1
0
4
0
0.4
0.254279
62
6
40
0.006088
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873
10,630.132973
5,958.471415
4,863.978903
253
4
CF
97
0
BC
1
1
21
0
200
0
INTERNET
44.867198
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0
1
0
4
0
0.3
0.088064
-1
112
40
0.687055
-0.925015
AB
2,836
4,025.500867
3,151.630303
4,989.100952
9
8
CA
61
0
BB
0
1
31
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200
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3.760698
linux
1
1
0
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0
0.9
0.864961
-1
243
20
0.006839
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695
4,057.219575
4,704.694429
4,357.797974
21
7
CA
208
0
BA
0
1
1
0
1,500
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6.488415
linux
1
1
0
4
0
0.1
0.209156
32
25
30
0.01234
13.12635
AA
2,115
9,724.574907
5,327.720059
5,046.212458
1,271
3
CD
38
1
BC
0
0
28
0
500
0
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5.38449
linux
0
1
0
4
0
0.1
0.015422
-1
98
40
0.033069
32.563531
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1,384
5,287.989767
4,454.08927
4,368.441529
270
7
CA
17
1
BC
1
1
21
1
200
0
INTERNET
3.13444
linux
1
1
0
4
0
0.9
0.995229
-1
32
20
0.019155
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AD
3,192
6,520.888625
5,780.268629
4,352.833187
10
14
CC
64
0
BE
0
1
31
0
200
0
INTERNET
3.000007
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1
1
0
4
0
0.9
0.458145
33
4
20
0.002164
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AB
746
6,100.222308
3,109.68068
4,738.533736
253
10
CA
100
1
BC
0
1
2
0
200
0
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5.491515
linux
0
1
0
4
0
0.4
0.877273
224
10
20
0.008263
33.548739
AA
621
5,413.751114
8,100.241326
4,419.392662
8
7
CE
54
1
BE
0
0
21
0
200
1
INTERNET
61.92433
linux
0
1
0
4
0
0.6
0.486909
-1
69
30
0.005198
50.109816
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1,581
8,841.158267
3,679.376249
4,200.61053
2
4
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114
0
BC
1
1
1
1
200
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6.454643
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1
0
4
0
0.8
0.284195
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167
60
0.006762
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AC
510
2,266.113469
2,890.245081
4,230.793679
0
5
CC
177
0
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0
1
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500
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windows
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0.6
0.075439
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177
40
1.129404
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622
4,975.120208
5,154.199093
5,207.278431
1,359
1
CC
56
1
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1
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31
0
200
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TELEAPP
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0.4
0.736373
-1
94
20
0.003208
19.735438
AA
2,815
6,723.212788
4,346.112514
5,948.030195
40
8
CB
96
0
BC
1
1
20
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200
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0.9
0.758506
34
78
20
0.005694
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1,118
2,837.462143
5,437.570887
4,904.740085
0
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168
1
BC
1
1
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200
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2.062812
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4
0
0.8
0.091478
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47
40
0.019819
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1,528
5,637.867314
4,919.130901
5,130.549138
1
12
CA
204
0
BB
0
1
2
1
1,000
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2.68069
linux
0
1
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0
0.4
0.621097
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148
10
0.012276
25.440465
AA
1,125
4,886.038596
4,148.915042
4,337.554559
7
9
CA
102
0
BE
0
1
6
0
200
0
INTERNET
7.097911
other
1
1
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4
0
0.8
0.999869
33
15
40
9.270438
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AC
991
5,753.248372
5,332.831976
4,244.778119
1
10
CA
85
1
BC
0
1
-1
1
200
0
INTERNET
1.156993
linux
1
1
0
4
0
0.4
0.031263
-1
115
30
0.021259
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AC
1,846
4,055.25408
4,696.769414
4,196.480114
1
11
CA
96
0
BB
1
1
-1
1
200
0
INTERNET
1.739936
linux
0
1
0
4
0
0.9
0.212066
-1
20
30
0.054612
-1.010579
AB
908
6,648.372704
4,829.269848
4,207.123288
819
15
CB
81
0
BB
1
1
11
0
200
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5.197868
macintosh
0
1
0
4
0
0.1
0.495252
-1
63
20
0.026503
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AB
1,189
1,798.070301
4,713.367833
4,230.21105
1
10
CA
33
1
BC
0
1
1
0
200
0
INTERNET
6.925715
linux
0
1
0
4
0
0.9
0.859191
-1
48
50
0.000302
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AC
555
5,308.534798
4,826.619406
4,921.417554
0
7
CE
207
0
BA
0
1
-1
0
500
0
INTERNET
20.722495
macintosh
0
1
0
4
0
0.1
0.884305
-1
273
60
0.520708
-0.74967
AC
1,172
6,207.355795
4,403.028967
4,290.149946
0
2
CC
121
0
BB
1
0
-1
0
200
0
INTERNET
1.871703
other
0
1
0
4
0
0.9
0.103433
-1
74
40
0.003162
51.422271
AA
2,285
9,122.112483
8,827.462528
4,634.854931
507
7
CA
315
1
BB
0
1
2
1
1,500
0
INTERNET
2.980447
other
0
1
0
4
0
0.4
0.240999
-1
44
40
0.028003
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AB
532
4,773.372101
4,214.353158
4,258.23591
12
8
CA
145
0
BC
1
1
1
0
200
0
INTERNET
2.425699
linux
0
1
0
4
0
0.8
0.751799
102
1
50
0.00701
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AB
1,766
7,954.476521
6,087.535987
5,136.018158
12
2
CC
93
1
BD
1
0
20
0
200
0
INTERNET
12.636195
linux
0
1
0
4
0
0.9
0.20465
-1
41
60
0.05435
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AB
708
4,836.860923
4,701.842259
4,356.034087
1
4
CC
92
0
BC
1
1
1
1
200
0
INTERNET
1.93927
windows
1
1
0
4
0
0.2
0.358241
32
16
40
0.00741
24.65831
AA
1,184
6,348.468826
5,130.809745
4,357.974994
3
8
CF
28
1
BC
0
1
21
0
200
0
INTERNET
11.270087
linux
1
1
0
4
0
0.9
0.882947
-1
126
30
0.015468
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AB
1,166
2,439.373092
4,101.37121
4,366.211513
6
5
CB
89
0
BB
0
1
30
1
200
0
INTERNET
10.061583
windows
1
1
0
4
0
0.4
0.4322
-1
15
10
0.009503
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AB
489
5,893.552031
4,443.106602
3,085.177897
14
6
CA
113
0
BE
0
1
1
0
200
0
INTERNET
9.660733
other
1
1
0
4
0
0.6
0.55608
54
4
20
6.445544
-1.459424
AD
1,331
6,022.001921
3,665.843811
4,167.02656
10
10
CA
36
1
BC
0
1
7
0
200
0
INTERNET
21.469626
macintosh
0
1
0
4
0
0.8
0.828364
25
4
40
0.008165
32.657593
AA
759
7,520.213095
4,972.6765
5,218.297418
8
7
CA
25
1
BC
1
1
6
0
200
0
INTERNET
7.428635
linux
1
1
0
4
0
0.9
0.408746
-1
144
40
0.021733
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AB
1,895
985.429908
4,858.245904
4,884.193373
9
6
CA
321
1
BC
0
1
26
1
1,500
0
INTERNET
3.940331
macintosh
0
1
0
4
0
0.8
0.957535
-1
41
50
0.013297
-1.362849
AD
1,320
2,970.143477
3,725.413062
4,262.275796
1,878
6
CA
213
0
BC
1
1
15
0
1,500
0
INTERNET
4.475772
linux
1
1
0
4
0
0.2
0.189272
-1
107
40
0.016931
-1.087747
AB
843
9,493.160363
5,364.790177
4,842.978045
874
8
CA
123
1
BC
1
1
1
0
500
0
INTERNET
19.430701
linux
1
1
0
4
0
0.8
0.404558
-1
77
30
10.530943
37.340101
AA
580
9,000.312305
5,278.970276
4,421.35275
1,973
10
CF
78
0
BE
0
1
1
0
200
1
INTERNET
9.781022
x11
1
1
0
4
0
0.9
0.882474
160
13
20
0.021143
-1.37714
AD
1,230
3,285.917297
5,853.977095
4,824.966114
1
19
CA
30
1
BB
1
0
28
0
200
0
INTERNET
22.1519
other
0
1
0
4
0
0.5
0.503817
-1
280
40
0.001316
-1.358756
AD
978
864.111572
2,911.680234
4,929.775803
23
8
CA
213
0
BA
0
1
25
1
1,500
0
INTERNET
2.308592
linux
1
1
0
4
0
0.6
0.336568
-1
71
20
0.023996
-1.054414
AC
1,043
10,382.929605
5,074.934468
5,165.44785
0
12
CA
155
1
BE
0
1
-1
0
200
0
INTERNET
4.528705
other
0
1
0
4
0
0.6
0.551672
-1
191
40
0.011028
-1.618367
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1,347
9,851.541775
5,099.413737
4,204.527576
22
13
CE
91
0
BE
1
1
31
0
200
0
INTERNET
25.496302
macintosh
1
1
0
4
0
0.1
0.817519
-1
83
30
0.020197
19.753788
AD
2,149
2,806.29342
5,834.768758
4,855.322455
1
13
CA
190
0
BB
0
1
1
0
510
1
INTERNET
2.291212
other
1
1
0
4
0
0.9
0.452338
-1
41
40
0.006202
102.613583
AA
1,548
1,205.906967
4,792.466017
5,041.557728
5
15
CB
227
0
BB
1
0
30
1
1,500
0
INTERNET
5.448737
other
1
1
0
4
0
0.1
0.642248
-1
96
30
0.008118
-1.007104
AB
1,115
4,825.649788
3,370.737031
4,889.934814
0
13
CA
248
0
BA
1
1
5
0
1,500
1
INTERNET
4.751025
windows
1
1
0
4
0
0.8
0.35984
11
6
30
0.001612
-0.547349
AB
1,221
7,760.854142
4,964.13611
4,954.020436
13
15
CA
59
1
BC
0
1
29
1
200
0
INTERNET
4.26252
windows
1
1
0
4
0
0.5
0.144211
35
17
40
0.013782
32.361425
AA
1,745
2,670.50756
4,205.088498
4,359.213888
1,622
8
CA
105
0
BC
0
1
5
1
200
0
INTERNET
4.092776
windows
1
1
0
4
0
0.7
0.585904
-1
198
60
0.012188
-1.449686
AD
829
7,622.766268
5,047.434133
4,338.943737
1,813
5
CA
162
0
BB
1
1
31
1
1,500
0
INTERNET
1.534657
windows
0
1
0
4
0
0.1
0.238825
65
8
20
0.004622
-1.011375
AB
1,887
4,847.832498
6,284.204089
4,270.801499
1
10
CA
100
1
BB
0
1
1
0
200
0
INTERNET
4.356668
other
0
1
0
4
0
0.5
0.875445
-1
7
40
0.015622
-1.683824
AB
1,847
1,945.178298
5,472.499156
4,896.828044
28
9
CA
181
1
BC
0
1
1
0
1,500
0
INTERNET
2.617117
windows
0
1
0
4
0
0.3
0.070868
-1
85
40
0.02338
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AB
1,713
12,795.95829
6,441.595073
5,069.778152
433
9
CA
125
1
BB
0
1
26
1
500
0
INTERNET
5.092789
other
0
1
0
4
0
0.6
0.049236
-1
203
40
3.349331
37.49369
AA
3,808
8,693.227701
3,666.980715
4,361.501224
1,918
5
CA
62
0
BB
0
1
28
0
200
0
INTERNET
5.2452
linux
0
1
0
4
0
0.3
0.065065
-1
31
20
0.026031
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AB
1,544
4,627.525696
3,399.72914
4,277.863506
2
18
CA
110
0
BE
0
1
28
0
200
0
INTERNET
1.251457
other
1
1
0
4
0
0.9
0.15078
-1
213
40
0.00864
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AB
3,395
6,649.685392
3,750.080541
4,935.373078
153
6
CA
120
1
BA
1
1
26
0
200
0
INTERNET
4.346174
windows
1
1
0
4
0
0.7
0.359094
-1
21
30
0.034402
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AB
1,176
6,387.864986
5,576.367344
4,854.726647
11
10
CA
177
1
BC
0
1
1
0
1,000
0
INTERNET
6.256841
windows
0
1
0
4
0
0.2
0.733599
-1
44
60
0.008437
-1.023271
AC
675
8,840.663757
5,283.267717
4,919.456151
0
7
CA
164
1
BA
1
0
-1
0
1,500
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INTERNET
25.523654
other
0
1
0
4
0
0.8
0.21867
156
5
30
8.841497
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AB
908
6,843.180078
5,336.221711
4,263.710712
0
1
CA
83
0
BC
0
0
16
0
200
0
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23.502382
other
1
1
0
4
0
0.5
0.576654
-1
363
30
0.015643
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1,050
3,200.90763
2,516.692073
4,522.323262
5
14
CA
204
1
BB
0
1
1
0
200
0
INTERNET
3.565427
linux
1
1
0
4
0
0.6
0.383869
-1
51
50
0.049107
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AB
1,636
6,827.365393
5,024.96522
4,726.980938
896
9
CA
73
1
BB
1
0
15
0
200
0
INTERNET
6.519797
linux
1
1
0
4
0
0.3
0.872544
326
7
30
0.01854
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AC
1,096
3,551.113213
2,433.22779
4,871.550817
0
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CA
256
1
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500
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0.8
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72
20
0.002198
50.084056
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738
4,882.436223
5,224.252566
4,295.762192
1,515
6
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231
1
BE
1
1
1
1
500
0
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0.5
0.191774
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12
30
0.023986
24.865323
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3,123.036292
3,486.59999
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14
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191
1
BE
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1
1,500
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0.4
0.756036
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69
50
0.000973
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1,246
2,531.780528
6,791.674746
4,979.600379
1
1
CC
140
1
BB
1
1
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1
500
0
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windows
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1
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4
0
0.4
0.817162
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230
20
0.020349
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3,205
7,676.305299
8,921.322364
4,919.078705
1
11
CE
73
0
BE
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1
1
0
200
0
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0.9
0.160724
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223
50
0.013646
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1,472
5,569.762679
3,569.367769
4,417.839657
2,171
5
CA
150
1
BA
1
0
5
0
500
0
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windows
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1
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4
0
0.3
0.354297
25
1
40
8.789195
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1,096
2,769.223524
3,461.050211
5,666.958801
0
11
CA
132
0
BC
1
0
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0
200
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linux
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1
0
4
0
0.9
0.404847
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175
50
0.005532
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1,031
6,096.68839
4,413.903373
4,281.128771
828
1
CA
95
0
BC
1
1
1
1
200
0
INTERNET
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windows
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1
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4
0
0.9
0.153139
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43
30
0.032724
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774
1,265.404203
5,259.938322
4,369.374353
4
5
CB
58
0
BC
0
1
1
0
200
0
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1
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4
0
0.9
0.348195
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189
40
0.017164
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AC
852
2,848.347965
4,221.930736
4,497.323569
0
6
CA
283
0
BB
1
1
-1
1
1,000
0
INTERNET
2.584018
windows
0
1
0
4
0
0.7
0.132848
32
4
30
0.026741
29.214578
AA
1,331
2,481.69273
4,392.672664
5,038.135187
31
9
CA
143
1
BC
1
1
1
0
500
0
INTERNET
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other
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1
0
4
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0.3
0.865498
-1
26
30
0.024988
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1,575
4,955.953976
3,667.083853
4,869.906913
12
16
CA
112
1
BB
0
1
1
1
1,000
0
INTERNET
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other
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1
0
4
0
0.1
0.351734
-1
67
60
0.010898
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AB
3,149
9,365.953695
5,743.307775
5,008.149082
7
3
CC
78
1
BC
1
1
1
1
200
0
INTERNET
6.219143
linux
0
1
0
4
0
0.9
0.831091
-1
38
40
0.000616
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AC
1,496
5,305.15372
4,763.288686
4,965.158443
1
13
CA
123
1
BC
1
1
-1
1
200
0
INTERNET
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other
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1
0
4
0
0.1
0.183563
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178
50
0.026643
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AB
1,242
7,612.457333
5,601.791538
4,777.46797
492
6
CA
114
1
BB
1
0
29
0
1,500
0
INTERNET
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other
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1
0
4
0
0.4
0.114022
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260
20
0.022879
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AD
870
1,530.888111
6,910.403168
5,041.735259
13
14
CA
221
0
BE
1
0
3
0
1,500
0
INTERNET
8.709854
macintosh
0
1
0
4
0
0.9
0.730468
27
25
30
0.008344
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AB
888
8,908.545025
3,890.833395
4,293.557925
7
9
CB
50
0
BC
1
1
3
0
200
0
INTERNET
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other
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1
0
4
0
0.7
0.443848
11
4
20
0.007477
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AB
1,480
5,923.441899
4,184.047513
4,376.070389
6
15
CA
101
1
BC
0
1
11
0
200
0
INTERNET
11.11297
linux
1
1
0
4
0
0.7
0.143975
-1
68
20
0.00413
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AC
2,419
1,852.563619
4,024.863582
4,380.624418
0
9
CA
198
0
BB
0
1
-1
0
200
0
INTERNET
27.568666
windows
1
1
0
4
0
0.8
0.203917
-1
35
40
0.03019
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AB
1,308
4,863.933536
3,791.974909
4,337.102237
6
6
CA
162
1
BA
0
1
1
1
1,500
0
INTERNET
2.843773
other
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1
0
4
0
0.9
0.302139
-1
136
20
0.003342
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AC
1,695
5,741.709709
5,455.881281
4,921.948065
0
21
CA
178
1
BB
0
1
-1
1
1,000
0
INTERNET
3.245498
windows
1
1
0
4
0
0.4
0.934631
-1
36
40
0.025458
10.506177
AA
1,867
6,948.074642
5,866.5719
4,976.722895
1
9
CF
222
1
BB
0
1
11
0
200
0
INTERNET
5.07964
windows
0
1
0
4
0
0.9
0.318312
-1
47
30
0.008504
-1.274456
AB
738
4,596.75388
3,145.063977
4,332.33512
14
10
CA
100
1
BB
0
1
1
1
200
0
INTERNET
2.436987
other
1
1
0
4
0
0.9
0.533712
-1
24
40
0.007024
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AB
1,025
294.389224
3,646.688033
4,300.667439
14
5
CA
188
1
BA
0
1
7
1
1,500
0
INTERNET
15.917811
macintosh
0
1
0
4
0
0.6
0.172078
-1
46
30
0.003081
20.572565
AA
2,794
7,610.606969
5,384.90272
4,310.753767
1
3
CA
140
1
BB
0
1
10
1
200
0
INTERNET
3.159777
windows
0
1
0
4
0
0.9
0.580508
-1
196
40
0.006286
-0.583979
AC
747
3,650.518487
5,092.153412
4,333.391843
0
3
CA
198
0
BA
0
1
-1
0
1,500
0
INTERNET
9.730283
windows
1
1
0
4
0
0.3
0.499716
29
30
10
0.003718
52.364299
AA
444
7,906.716449
5,324.101278
4,984.287411
592
9
CA
94
1
BC
0
1
1
1
200
0
INTERNET
0.725783
macintosh
0
1
0
4
0
0.5
0.994648
-1
7
50
0.039737
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AD
1,160
5,177.809773
3,667.686896
4,326.456174
2
15
CB
109
0
BC
0
1
26
0
200
0
INTERNET
2.080227
windows
0
1
0
4
0
0.9
0.17516
-1
169
20
0.010482
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AB
1,152
6,310.753796
2,858.285386
4,307.820497
13
5
CA
214
1
BE
0
1
1
0
1,500
0
INTERNET
3.606998
windows
1
1
0
4
0
0.9
0.56716
-1
64
40
0.038214
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AC
1,351
9,061.835921
5,261.164132
4,723.121137
1
10
CD
92
1
BB
0
1
-1
0
200
0
INTERNET
6.23969
other
1
1
0
4
0
0.4
0.737311
-1
56
20
0.002148
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AB
1,138
7,887.319435
4,864.209966
5,214.012619
726
13
CA
57
1
BC
0
1
20
0
200
0
INTERNET
1.366719
windows
0
1
0
4
0
0.4
0.708902
-1
165
30
0.007562
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AB
912
867.778542
3,608.266081
3,103.194668
2,121
9
CA
155
0
BB
0
1
28
0
500
0
INTERNET
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windows
1
1
0
4
0
0.4
0.76421
-1
327
20
0.013547
52.101941
AA
1,450
1,203.236338
3,583.744174
4,324.060726
17
14
CA
210
0
BE
0
1
25
0
1,000
0
INTERNET
2.211238
macintosh
0
1
0
4
0
0.7
0.433279
-1
55
20
0.035839
49.311606
AA
3,571
7,500.12746
6,065.852528
4,889.845344
10
11
CA
190
0
BE
0
1
30
1
200
0
INTERNET
6.40077
other
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1
0
4
0
0.2
0.229391
-1
183
60
0.013178
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AB
5,061
4,628.688445
4,223.396226
4,516.139223
221
4
CC
160
0
BA
0
1
1
0
200
0
INTERNET
6.182292
windows
0
1
0
4
0
0.7
0.707083
-1
41
40
0.001171
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AB
1,165
6,209.606914
3,545.274462
5,308.423869
18
7
CA
128
1
BC
0
1
6
0
200
0
INTERNET
10.472009
windows
1
1
0
4
0
0.7
0.407088
32
10
30
0.015149
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AC
1,652
5,782.161169
4,797.681401
4,963.385938
0
7
CF
101
0
BB
0
0
-1
0
200
0
INTERNET
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linux
1
1
0
4
0
0.9
0.176062
213
1
40
0.003993
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AC
3,579
2,042.051731
4,444.959727
4,277.728322
0
10
CA
88
0
BB
0
1
-1
0
200
0
INTERNET
7.530071
other
1
1
0
4
0
0.8
0.61896
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14
20
0.024313
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AB
1,882
10,202.588826
5,648.219825
4,923.857907
9
12
CA
101
1
BC
0
1
22
0
200
0
INTERNET
6.326632
macintosh
0
1
0
4
0
0.8
0.663519
-1
172
20
0.003567
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AB
1,995
2,547.742296
8,605.021131
4,288.118276
790
5
CE
53
0
BE
1
1
28
0
200
0
INTERNET
4.549169
linux
0
1
0
4
0
0.6
0.867603
-1
108
20
0.023954
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AC
1,189
9,774.37883
3,284.842693
4,187.039698
0
7
CA
98
0
BE
0
1
-1
0
200
0
INTERNET
3.295713
other
1
1
0
4
0
0.1
0.905527
-1
206
40
0.005605
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AB
2,322
4,858.9679
3,795.837001
4,968.220685
5
3
CA
69
1
BE
1
1
10
0
200
0
INTERNET
6.202024
linux
0
1
0
4
0
0.1
0.876094
-1
271
10
0.051468
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AB
151
3,429.973316
2,799.23155
3,141.197867
13
10
CA
160
0
BE
1
1
1
0
1,000
0
INTERNET
6.222619
windows
0
1
0
4
0
0.7
0.910802
-1
298
50
0.033268
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AB
2,651
4,433.818775
5,342.883812
4,332.201035
7
0
CC
189
0
BC
1
1
10
0
200
0
INTERNET
19.356242
windows
0
1
0
4