fraud_bool
int64
0
1
income
float64
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0.9
name_email_similarity
float64
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
0.4
0.840304
-1
89
20
0.004401
-0.232517
AC
1,226
6,615.674567
4,347.952362
4,948.954135
0
7
CA
129
1
BE
0
1
-1
0
200
0
INTERNET
7.399446
windows
0
1
0
4
0
0.3
0.684696
-1
359
40
0.008476
-1.291302
AB
1,104
2,061.183091
3,814.136181
4,369.023756
9
8
CA
145
0
BE
0
0
1
0
200
0
INTERNET
4.172729
windows
1
1
0
4
0
0.7
0.467259
-1
84
20
0.011433
-0.358605
AB
2,869
4,347.625816
4,466.654517
6,719.812833
1
14
CD
15
0
BB
0
0
5
0
200
0
INTERNET
6.428231
linux
0
1
0
4
0
0.5
0.998454
-1
89
30
0.007587
-0.119241
AB
1,804
4,458.984954
3,659.013145
4,724.624031
9
12
CA
212
1
BA
0
1
15
0
200
0
INTERNET
1.18415
linux
0
1
0
4
0
0.5
0.623711
-1
41
20
0.009839
-0.214743
AD
3,329
5,470.790441
4,609.761982
4,973.851414
6
20
CA
93
1
BB
1
1
1
0
200
0
INTERNET
5.595143
other
1
1
0
4
0
0.9
0.927181
-1
60
40
0.007584
102.22477
AA
1,308
7,486.361009
3,141.420281
4,349.123131
19
3
CA
225
1
BD
1
1
5
1
1,500
0
INTERNET
3.655703
linux
0
1
0
4
0
0.7
0.067462
-1
66
30
7.272072
51.193884
AA
1,218
5,032.226005
5,412.26265
4,309.426151
2
13
CA
279
1
BA
0
1
1
0
1,500
0
INTERNET
8.641461
windows
0
1
0
4
0
0.2
0.922362
-1
25
30
0.033501
-1.695438
AD
3,690
514.819988
3,674.097112
4,253.328435
9
4
CA
113
1
BC
1
1
1
1
200
0
INTERNET
1.882612
windows
1
1
0
4
0
0.9
0.447006
-1
144
40
0.01326
-0.520045
AB
3,922
4,760.781335
3,401.875427
4,151.699735
759
5
CA
162
0
BC
1
0
28
1
1,000
0
INTERNET
1.14691
windows
1
1
0
4
0
0.9
0.092983
-1
150
60
0.024665
44.472785
AA
1,481
7,105.792437
4,756.145045
4,242.950828
794
6
CA
129
0
BA
0
0
30
0
510
0
INTERNET
3.122457
windows
0
1
0
4
0
0.2
0.50904
-1
41
30
0.011053
-1.55497
AB
1,568
5,474.737385
4,360.340197
4,850.081123
15
34
CE
60
1
BC
1
0
30
1
200
0
INTERNET
16.60186
windows
1
2
0
4
0
0.6
0.479708
-1
231
20
0.02459
-1.610141
AB
1,152
4,595.366169
3,068.292241
4,081.282925
674
10
CA
224
0
BE
1
1
31
0
500
0
INTERNET
6.058099
windows
1
1
0
4
0
0.6
0.464389
23
2
30
0.021921
14.918213
AA
1,253
3,560.284757
4,376.1984
5,187.264017
1
13
CA
128
0
BC
0
1
-1
0
200
0
INTERNET
2.927761
linux
1
1
0
4
0
0.5
0.23366
29
84
30
0.761978
-1.028643
AA
608
2,169.897268
3,910.174708
4,221.703429
2
14
CA
248
0
BC
0
1
1
0
1,500
0
INTERNET
10.559168
linux
1
1
0
4
0
0.2
0.754988
-1
142
50
0.014553
-0.814676
AB
1,680
4,355.046589
5,125.874677
5,013.313934
10
9
CA
193
1
BE
1
1
15
0
200
0
INTERNET
13.168526
other
0
1
0
4
0
0.8
0.421597
60
16
30
0.000706
-0.802908
AD
565
1,332.841489
4,303.329436
4,409.074081
13
3
CA
114
1
BD
0
1
31
0
1,500
0
INTERNET
48.447486
windows
1
1
0
4
0
0.9
0.245075
-1
38
20
0.007297
-0.38668
AC
776
7,874.642851
6,105.72453
4,375.900568
0
4
CA
124
0
BC
0
1
-1
1
200
0
INTERNET
3.472388
windows
0
1
0
4
0
0.2
0.429999
29
6
30
0.024078
-1.091293
AB
2,602
5,650.870112
3,619.703391
5,111.737837
13
3
CA
65
1
BC
0
1
28
0
500
0
INTERNET
4.265711
windows
0
1
0
4
0
0.9
0.167124
-1
232
60
0.051264
34.445214
AA
1,285
5,961.883433
4,802.042077
4,902.395293
9
5
CA
86
0
BB
1
0
30
1
200
0
INTERNET
1.108733
linux
1
1
0
4
0
0.4
0.283094
-1
242
20
0.003222
-0.391339
AC
1,345
1,752.945946
3,687.996625
4,808.511706
0
11
CB
150
0
BE
0
0
-1
0
500
0
INTERNET
3.792883
other
1
1
0
4
0
0.9
0.631072
-1
160
50
0.014628
-1.335601
AB
1,305
1,170.287932
3,765.518282
5,013.252707
1,002
3
CA
318
1
BA
1
1
31
0
1,500
0
INTERNET
5.25819
windows
0
1
0
4
0
0.9
0.035311
216
10
40
7.442305
12.66347
AA
1,485
8,012.12778
5,553.35741
4,373.722942
11
12
CA
45
1
BA
0
1
30
1
200
0
INTERNET
6.403407
other
0
1
0
4
0
0.2
0.404007
-1
22
40
0.015688
-0.815339
AB
1,198
5,842.525102
4,445.330283
4,751.800928
17
9
CA
121
1
BB
0
1
1
0
200
0
INTERNET
7.106915
windows
1
1
0
4
0
0.7
0.662761
-1
75
50
0.02102
-1.705116
AB
1,411
7,668.62121
4,605.503104
4,369.242745
20
5
CA
36
1
BA
0
1
28
0
200
0
INTERNET
4.424498
windows
0
1
0
4
0
0.8
0.307127
49
25
30
0.012676
10.464039
AB
1,194
1,150.454598
6,581.896494
5,018.620891
12
7
CD
61
1
BC
0
1
30
0
200
0
INTERNET
4.3
other
1
1
0
4
0
0.7
0.224063
50
13
30
0.001327
48.562663
AA
680
5,739.098596
5,010.920956
4,385.544094
303
8
CA
125
1
BC
1
1
16
0
200
0
INTERNET
20.565815
linux
1
1
0
4
0
0.6
0.318523
-1
103
60
0.022146
-1.536589
AC
846
7,638.340186
3,997.794399
4,278.934586
0
1
CA
176
1
BA
0
1
-1
0
500
0
INTERNET
8.063869
windows
1
1
0
4
0
0.1
0.06716
-1
23
30
0.00803
-1.753399
AB
2,031
4,618.060328
4,234.098913
4,384.546732
11
9
CA
110
0
BE
1
1
11
0
200
0
INTERNET
3.705593
linux
0
1
0
4
0
0.9
0.483217
-1
195
40
0.005508
-0.777479
AC
2,982
6,064.032072
3,514.82431
4,171.61204
0
6
CA
156
0
BA
0
1
-1
1
200
0
INTERNET
4.002811
linux
1
1
0
4
0
0.9
0.770527
55
7
30
0.010912
0.661767
AA
490
2,716.304594
4,100.167199
4,324.117849
2
11
CA
157
0
BB
0
1
1
1
500
0
INTERNET
2.589714
other
1
1
0
4
0
0.9
0.729925
26
7
40
0.01077
-0.637002
AC
693
5,407.011007
3,055.929389
4,372.721461
0
9
CA
150
0
BA
0
1
-1
0
500
0
INTERNET
6.425563
windows
1
1
0
4
0
0.5
0.553892
-1
25
30
0.034512
-0.95076
AD
1,104
2,218.77911
3,173.494697
4,802.153516
35
7
CA
104
0
BC
1
1
20
0
200
0
INTERNET
2.575039
other
1
1
0
4
0
0.7
0.608968
141
28
20
0.006864
27.459479
AA
1,577
5,158.612779
3,820.09246
4,735.545114
191
17
CA
120
1
BC
1
0
20
0
500
0
INTERNET
5.292577
windows
1
1
0
4
0
0.6
0.109641
-1
83
40
0.015936
-0.846547
AB
1,102
985.553242
2,749.504938
4,927.560136
16
7
CA
82
0
BC
0
1
25
0
1,500
0
INTERNET
14.869757
windows
0
1
0
4
0
0.1
0.094352
28
4
20
0.013444
-0.874152
AB
361
3,411.238016
2,959.249228
4,765.39742
7
11
CA
78
0
BC
0
1
21
0
200
0
INTERNET
17.781913
other
0
1
0
4
0
0.1
0.290983
63
20
50
0.010086
-1.386144
AC
4,005
5,852.332571
5,404.623784
4,795.233107
0
5
CA
169
1
BC
0
1
-1
0
1,500
1
INTERNET
14.110382
windows
0
1
0
4
0
0.9
0.669171
-1
44
40
0.018034
-1.393845
AC
1,638
4,187.269332
4,726.834246
4,920.015328
0
10
CA
136
1
BC
1
1
-1
0
200
0
INTERNET
4.269043
linux
1
1
0
4
0
0.8
0.678085
-1
72
40
0.002142
-0.595228
AC
1,289
5,043.259511
4,996.922977
4,134.614248
0
8
CA
134
0
BB
0
1
-1
0
200
0
INTERNET
7.087677
windows
1
1
0
4
0
0.8
0.995101
60
4
20
0.000419
-0.855383
AD
643
7,757.805699
4,790.130058
4,187.584584
3
20
CA
185
1
BC
0
1
28
0
500
0
INTERNET
4.224159
macintosh
1
1
0
4
0
0.8
0.479699
-1
48
30
0.001944
28.477309
AA
2,674
7,364.790878
6,484.709065
4,792.893799
15
3
CA
82
1
BC
1
1
26
0
200
0
INTERNET
10.111576
linux
0
1
0
4
0
0.6
0.892721
-1
108
40
0.024239
-0.849925
AB
4,421
3,149.199951
3,378.203494
4,931.149557
259
5
CA
128
0
BB
1
1
25
1
200
0
INTERNET
1.020068
linux
1
1
0
4
0
0.8
0.135394
-1
118
30
0.007292
-1.497133
AC
1,164
2,945.507424
5,623.530864
4,403.079584
1
15
CA
59
0
BA
0
1
-1
0
200
0
INTERNET
2.321958
other
0
1
0
4
0
0.1
0.527586
-1
105
30
0.024992
-0.976083
AD
3,352
3,096.313335
3,614.252507
4,252.248103
15
17
CA
128
0
BE
0
1
28
0
1,000
0
INTERNET
4.568209
windows
1
1
0
4
0
0.7
0.206465
12
10
20
0.015048
49.444487
AA
2,082
6,368.608699
4,284.96996
4,387.524653
16
11
CA
133
0
BE
0
1
1
0
500
0
INTERNET
7.275606
windows
1
1
0
4
0
0.3
0.092519
-1
156
50
0.002958
14.200917
AA
908
7,163.501777
4,253.813321
5,107.253778
2
6
CC
113
0
BB
0
1
20
1
200
0
INTERNET
19.993044
linux
0
2
0
4
0
0.1
0.71788
12
11
30
0.027022
-0.817783
AB
549
5,502.210978
6,076.059606
4,921.085951
10
20
CA
94
1
BC
0
1
20
0
200
0
INTERNET
8.711656
linux
0
1
0
4
0
0.1
0.906643
-1
22
30
0.003258
-1.110686
AB
566
1,770.15991
4,031.701433
4,825.773315
268
11
CA
122
1
BB
0
1
1
0
200
0
INTERNET
2.383325
linux
1
1
0
4
0
0.9
0.60703
-1
191
50
0.010823
-1.343321
AB
1,283
5,209.10784
4,119.560144
4,927.914243
4
1
CA
265
1
BA
1
1
30
0
2,000
0
INTERNET
7.942546
linux
1
1
0
4
0
0.8
0.081816
25
5
30
1.239204
-0.80534
AB
3,682
4,327.267944
3,673.188599
4,916.508636
7
10
CA
201
1
BC
0
1
28
1
1,500
0
INTERNET
10.58076
linux
1
1
0
4
0
0.3
0.303737
33
16
30
0.005059
51.792886
AA
1,236
15,045.603133
5,874.982326
4,710.488364
3
6
CA
126
0
BC
0
1
25
1
200
0
INTERNET
2.954102
windows
0
1
0
4
0
0.4
0.691231
12
11
30
0.021383
-0.824119
AB
2,047
7,479.601791
5,142.051792
5,052.203994
6
20
CA
61
0
BC
0
1
1
0
500
0
INTERNET
3.383164
windows
1
1
0
4
0
0.7
0.9959
-1
24
40
0.000154
17.577611
AA
1,824
13,095.83761
5,525.81159
4,387.785507
31
17
CA
64
1
BC
0
1
5
0
200
0
INTERNET
6.399112
other
1
1
0
4
0
0.7
0.261732
-1
197
30
0.007757
-0.972823
AC
2,652
3,739.047218
5,044.470175
4,917.326834
1
11
CA
116
0
BE
0
1
-1
0
200
0
INTERNET
33.986913
other
0
1
0
4
0
0.1
0.855458
-1
316
20
0.000922
-1.056204
AB
1,606
7,612.114829
5,274.335845
5,077.787131
27
7
CA
155
1
BA
1
0
30
0
200
0
INTERNET
4.062688
linux
0
1
0
4
0
0.9
0.893573
-1
269
40
0.024056
49.450254
AA
829
1,343.81578
5,128.420556
4,858.711496
10
2
CA
206
0
BA
0
1
6
1
1,500
0
INTERNET
1.899694
linux
0
1
0
4
0
0.9
0.282035
9
13
20
0.005151
-0.446274
AC
1,385
9,223.123727
4,866.294185
4,479.404505
1
10
CA
72
1
BE
0
1
-1
0
200
0
INTERNET
5.96422
x11
0
1
0
4
0
0.9
0.233017
-1
92
40
0.023644
-0.831228
AB
963
9,634.024466
4,819.445817
4,396.403762
22
6
CC
136
1
BB
1
1
25
0
200
0
INTERNET
11.565057
linux
0
1
0
4
0
0.7
0.122334
26
7
40
8.471882
-0.767387
AC
987
1,330.393548
4,668.205588
4,861.844259
0
15
CA
161
0
BC
1
0
-1
1
500
0
INTERNET
2.868384
windows
0
1
0
4
0
0.7
0.123549
-1
99
30
0.023417
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AB
1,865
3,745.924118
7,007.68992
4,881.867546
197
12
CB
203
0
BB
0
1
1
0
1,000
0
INTERNET
10.434734
windows
1
1
0
4
0
0.9
0.387767
-1
39
30
0.013359
36.076066
AA
1,270
1,362.76457
6,148.30456
4,295.027508
9
7
CA
116
1
BC
0
1
21
0
200
0
INTERNET
1.730305
other
1
1
0
4
0
0.6
0.064737
-1
70
40
9.823002
-0.938384
AC
982
1,699.963732
5,330.13267
4,959.691025
1
3
CC
29
1
BB
0
0
-1
0
200
0
INTERNET
4.290843
windows
0
1
0
4
0
0.9
0.196589
-1
101
60
0.023224
-0.688383
AD
1,369
3,956.898422
5,445.454556
4,362.487164
15
1
CC
117
1
BA
1
1
1
0
200
0
INTERNET
1.757533
windows
0
1
0
4
0
0.8
0.772203
23
73
20
0.001568
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AB
3,495
5,893.298143
4,284.327576
4,820.312845
723
19
CB
80
0
BC
1
0
15
1
1,000
0
INTERNET
5.849616
windows
0
1
0
4
0
0.9
0.85564
-1
42
50
0.039504
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AB
825
3,177.35392
3,589.944207
4,908.637082
15
6
CA
116
1
BB
1
1
1
0
200
0
INTERNET
5.479205
windows
1
1
0
4
0
0.4
0.486863
-1
244
50
0.033013
105.265143
AA
1,331
1,017.589827
3,619.640397
4,935.58698
11
4
CA
197
0
BB
1
1
2
0
1,500
0
INTERNET
4.976209
windows
1
1
0
4
0
0.9
0.720526
58
9
20
0.007146
27.4464
AA
1,807
13,788.682095
5,729.630842
4,748.413659
5
4
CA
146
0
BC
1
1
1
1
1,000
0
INTERNET
2.338603
other
1
1
0
4
0
0.2
0.844842
-1
70
20
0.01353
15.714641
AA
1,002
6,008.525106
5,644.380847
4,367.986275
2
7
CA
50
1
BE
0
1
28
0
200
0
INTERNET
3.284526
macintosh
1
1
0
4
0
0.5
0.442495
-1
26
20
0.007792
-1.552144
AB
3,548
10,699.857418
4,842.468131
4,878.655796
6
13
CA
110
1
BB
0
1
5
0
1,500
0
INTERNET
7.874443
windows
1
2
0
4
0
0.6
0.239743
12
18
30
21.159364
-0.929378
AC
793
8,426.572985
4,976.632147
4,384.07847
0
10
CA
160
1
BB
0
1
-1
0
200
0
INTERNET
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linux
1
1
0
4
0
0.2
0.867024
-1
24
50
0.01118
-0.821032
AB
1,818
3,007.000562
3,115.600846
4,745.696322
7
5
CA
249
1
BC
0
1
1
0
1,000
0
INTERNET
2.469229
linux
1
1
0
4
0
0.7
0.165223
-1
64
20
0.000197
-1.182451
AD
1,090
5,725.858257
4,516.433041
4,999.876044
7
17
CA
87
1
BE
0
1
20
0
500
0
INTERNET
2.328745
other
0
1
0
4
0
0.1
0.435837
-1
159
40
0.037829
-0.966965
AC
1,057
6,313.61151
4,444.327656
4,891.050184
0
6
CF
99
1
BB
1
1
-1
0
200
0
INTERNET
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other
0
0
0
4
0
0.8
0.649223
-1
69
30
0.00643
-0.438966
AB
169
4,254.418012
2,579.369303
4,251.39195
13
7
CA
222
1
BA
0
1
1
0
1,500
0
INTERNET
7.443115
windows
0
1
0
4
0
0.9
0.191197
-1
127
40
0.000366
-0.601407
AC
1,196
6,501.277868
4,888.557077
4,367.974373
0
6
CA
317
0
BA
1
1
-1
1
1,000
0
INTERNET
0.931752
windows
1
1
0
4
0
0.1
0.16867
-1
89
30
0.005831
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AC
2,888
1,632.223482
4,995.226292
4,303.103394
0
14
CA
172
0
BB
1
1
-1
1
200
0
INTERNET
2.907091
other
0
1
0
4
0
0.8
0.126382
-1
41
30
0.001649
42.191288
AA
1,211
3,522.388444
3,760.612345
4,300.750426
2
4
CA
148
1
BC
1
1
28
0
1,500
0
INTERNET
1.574722
other
1
1
0
4
0
0.8
0.873129
-1
163
40
0.009984
-0.74181
AB
1,797
11,049.886113
4,279.055311
4,289.428458
4
6
CB
194
0
BA
0
1
1
1
200
0
INTERNET
9.124079
macintosh
0
1
0
4
0
0.6
0.775646
-1
132
30
0.036643
-0.94737
AB
874
8,526.144136
4,169.72842
4,840.832839
33
15
CB
183
0
BA
1
1
10
0
1,500
0
INTERNET
1.979354
windows
0
1
0
4
0
0.6
0.527862
-1
40
30
0.008969
-1.238327
AD
1,795
2,250.071248
2,909.326312
4,273.462237
789
4
CA
263
1
BC
0
1
26
0
1,500
1
INTERNET
1.942849
linux
0
1
0
4
0
0.9
0.354921
202
8
20
18.724186
12.943779
AA
973
6,754.070719
3,574.953084
4,265.535918
2,112
13
CA
81
1
BC
1
1
28
0
200
0
INTERNET
6.78381
other
1
1
0
4
0
0.9
0.057622
-1
127
60
1.240806
-0.613764
AC
3,874
5,827.645406
5,007.264838
4,929.873477
1
0
CC
265
0
BA
1
0
-1
0
200
0
INTERNET
18.582603
windows
1
1
0
4
0
0.8
0.690141
-1
41
20
9.628235
108.228791
AA
2,497
6,300.234683
7,858.903171
5,578.812758
9
6
CA
160
0
BC
0
1
11
0
1,000
0
INTERNET
7.382761
other
1
1
0
4
0
0.7
0.14341
-1
36
30
0.021722
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AC
625
5,464.846839
3,999.180537
4,276.770189
0
17
CF
123
1
BB
0
1
-1
1
200
0
INTERNET
5.564902
other
0
1
0
4
0
0.1
0.546303
-1
75
30
0.00182
-1.205613
AB
1,116
4,749.379158
3,830.306258
4,367.451237
10
11
CA
85
0
BC
1
1
1
0
200
0
INTERNET
4.871825
other
0
1
0
4
0
0.9
0.772854
108
65
20
0.019071
98.89556
AA
999
3,927.663403
5,630.120692
4,960.913169
9
13
CA
232
0
BC
0
1
28
0
1,500
0
INTERNET
2.891296
linux
0
1
0
4
0
0.8
0.803364
-1
24
20
0.027023
49.756062
AA
1,867
7,394.2735
2,886.875281
3,994.95949
7
6
CA
108
1
BC
0
1
1
0
200
0
INTERNET
3.524227
macintosh
0
1
0
4
0
0.6
0.806844
-1
114
30
0.00607
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AC
2,448
3,250.003954
5,171.23477
4,300.156857
1
21
CA
104
1
BE
1
1
-1
0
200
0
INTERNET
3.699717
windows
1
1
0
4
0
0.9
0.071494
47
5
30
0.049494
-1.056933
AD
690
6,330.969445
3,851.159578
4,353.762851
1,756
18
CA
69
0
BC
1
1
29
0
200
0
INTERNET
12.703933
linux
0
1
0
4
0
0.7
0.102809
24
22
20
0.001407
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AC
2,661
2,777.537626
4,701.707537
4,305.638539
1
9
CA
56
1
BC
0
1
-1
0
200
0
INTERNET
1.894863
linux
1
1
0
4
0
0.1
0.900376
30
41
20
0.008166
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AB
1,896
4,368.471304
4,938.354505
4,323.596244
32
10
CF
46
1
BB
1
1
2
1
200
0
INTERNET
20.259837
linux
1
1
0
4
0
0.4
0.365506
-1
49
40
0.040033
41.967786
AA
1,687
6,380.690346
3,954.232374
5,154.466481
4
6
CA
193
1
BC
0
1
26
1
200
0
INTERNET
3.588826
other
1
1
0
4
0
0.8
0.294546
-1
34
40
0.02973
34.510724
AA
1,630
5,830.789813
5,084.829728
4,378.918718
2
13
CA
250
0
BC
0
1
1
1
1,500
0
INTERNET
6.555815
linux
1
1
0
4
0
0.9
0.316588
-1
41
30
0.010669
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AB
2,985
4,495.553291
3,509.331302
4,391.970472
19
27
CA
172
1
BA
0
1
2
0
1,500
1
INTERNET
2.582154
windows
1
1
0
4
0
0.5
0.46868
51
16
60
0.01406
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AC
1,103
2,446.463817
4,639.890309
4,290.250038
0
2
CA
202
0
BD
0
1
-1
1
1,000
0
INTERNET
8.094592
windows
1
1
0
4
0
0.3
0.442249
-1
79
20
0.001927
16.514893
AA
836
7,630.868457
5,803.577858
4,611.389349
1,292
13
CA
101
1
BC
0
1
10
0
200
0
INTERNET
5.20412
windows
0
1
0
4
0
0.6
0.997731
-1
56
60
0.009314
98.336843
AA
1,007
6,087.57733
3,931.44712
4,253.529083
51
13
CA
221
1
BB
1
1
2
1
1,500
0
INTERNET
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other
0
1
0
4
0
0.1
0.517595
-1
30
20
0.001211
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AB
1,747
7,611.320742
6,250.363224
6,709.631356
7
10
CA
148
0
BB
0
1
26
0
1,500
0
INTERNET
28.683543
other
0
1
0
4
0
0.8
0.771291
32
3
70
0.029639
13.335143
AA
208
4,173.745954
3,804.420957
4,183.194229
5
3
CA
110
1
BC
0
1
28
1
200
0
INTERNET
6.728008
windows
0
1
0
4
0
0.8
0.801941
32
2
30
0.022577
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AB
1,016
3,325.881901
2,691.277473
4,323.267034
13
10
CA
177
1
BB
1
1
1
1
500
0
INTERNET
6.092903
other
1
1
0
4
0
0.8
0.386633
44
4
40
0.002656
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AB
989
3,606.723384
5,813.759901
4,942.607079
2
18
CA
159
0
BC
0
0
1
1
500
0
INTERNET
17.538221
windows
1
1
0
4