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
0.9
0.294802
-1
115
30
0.004159
-0.658863
AB
1,115
7,875.92931
4,709.677909
4,297.666459
12
7
CA
120
0
BC
0
1
28
0
200
0
INTERNET
3.962385
other
1
1
0
4
0
0.2
0.420475
-1
230
20
0.031956
-0.813281
AB
826
2,615.938037
3,322.590972
4,443.943704
19
5
CA
229
0
BE
1
1
6
0
1,500
0
INTERNET
10.594033
windows
1
1
0
4
0
0.1
0.755228
-1
233
20
0.014897
-0.734356
AB
2,928
5,330.197959
4,937.495293
5,090.961236
1,962
15
CA
93
1
BE
1
1
31
0
200
0
INTERNET
4.802224
windows
0
1
0
4
0
0.5
0.762611
-1
37
40
0.010787
-0.73452
AB
2,077
6,850.037691
4,469.21918
4,690.476693
14
7
CB
22
0
BC
0
1
31
0
200
0
INTERNET
7.678255
windows
1
1
0
4
0
0.9
0.447785
-1
22
60
0.002217
-0.786505
AB
2,774
6,905.681584
3,618.503047
4,294.57384
7
2
CC
189
1
BC
0
1
5
0
500
0
INTERNET
12.654941
windows
0
1
0
4
0
0.9
0.199692
-1
193
20
0.013399
-1.521843
AB
2,474
5,634.186338
6,461.236396
4,190.626421
1
9
CB
129
1
BE
0
1
1
0
200
0
INTERNET
3.941437
other
0
1
0
4
0
0.9
0.148068
-1
312
40
0.015976
-1.422997
AC
2,491
5,636.047392
5,291.498858
4,378.292585
1
8
CA
148
0
BA
1
1
-1
1
200
0
INTERNET
4.25304
other
0
1
0
4
0
0.9
0.263158
-1
130
50
0.014956
-0.518299
AC
1,082
1,284.673332
4,480.198278
4,850.469606
0
7
CB
215
1
BA
0
1
-1
0
1,500
0
INTERNET
6.029514
windows
0
1
0
4
0
0.9
0.546036
-1
35
40
0.014217
-1.056216
AC
1,362
7,173.988062
5,723.657852
4,311.349359
0
12
CE
97
0
BB
0
0
-1
1
200
0
INTERNET
1.206093
linux
0
1
0
4
0
0.1
0.76578
-1
29
40
0.035951
-1.32355
AB
1,698
8,069.26063
7,694.280872
4,273.169613
305
3
CA
230
1
BB
1
1
26
1
500
0
INTERNET
15.977329
other
0
1
0
4
0
0.8
0.456002
-1
254
10
0.009342
-0.512921
AC
1,596
3,896.058153
4,615.737297
4,259.224986
0
3
CA
166
0
BE
0
1
-1
0
200
0
INTERNET
7.783035
other
1
1
0
4
0
0.6
0.232344
59
5
30
0.013395
-1.059442
AC
1,573
4,997.597728
5,024.972783
4,412.609515
0
12
CA
209
1
BA
1
0
-1
0
1,000
0
INTERNET
14.128499
linux
0
1
0
4
0
0.9
0.386848
-1
140
40
0.009495
-1.057957
AB
899
8,995.342156
4,971.13135
4,465.278606
1
7
CA
86
0
BA
0
1
1
1
200
0
INTERNET
3.058833
linux
1
1
0
4
0
0.5
0.398846
-1
260
40
0.001346
-0.816214
AB
2,604
5,492.40412
4,326.786811
4,294.172101
12
8
CA
134
0
BB
1
1
11
0
200
0
INTERNET
17.551803
windows
0
2
0
4
0
0.6
0.72326
-1
119
20
0.032971
-0.766152
AB
344
4,504.311321
4,655.871453
5,042.710872
2
10
CA
52
1
BE
0
1
20
0
200
0
INTERNET
3.463716
linux
0
1
0
4
0
0.9
0.757673
38
3
50
0.016197
99.481433
AA
1,345
4,413.666727
4,425.860276
4,268.684158
1,396
11
CA
168
0
BC
1
1
26
1
1,000
0
INTERNET
3.480294
macintosh
0
1
0
4
0
0.6
0.587851
-1
123
20
0.013052
-0.815563
AB
2,972
1,546.511013
3,178.806557
4,947.961614
635
2
CA
164
1
BE
0
1
30
0
1,000
0
INTERNET
7.178939
linux
0
1
0
4
0
0.9
0.340468
-1
40
30
0.027946
-1.431124
AB
1,174
5,737.821623
6,314.885284
4,438.926515
3
4
CA
181
1
BA
1
1
11
0
1,500
0
INTERNET
9.6475
other
1
1
0
4
0
0.9
0.02894
53
9
50
0.007003
-1.38131
AB
718
6,267.248565
4,238.365781
5,129.970481
13
7
CA
268
0
BA
0
1
1
1
1,500
0
INTERNET
2.266404
linux
1
1
0
4
0
0.7
0.521925
94
14
30
0.028538
-0.674064
AB
1,075
3,602.737123
3,865.86218
4,297.376234
10
10
CA
88
1
BB
0
1
1
0
200
0
INTERNET
3.288159
other
1
1
0
4
0
0.7
0.995984
103
4
50
25.398109
-0.854924
AB
1,171
7,815.205029
4,523.494994
4,219.343093
0
2
CA
196
1
BB
1
1
15
1
500
0
INTERNET
1.76232
windows
0
1
0
4
0
0.1
0.626145
-1
42
30
0.009173
-0.583622
AC
978
2,364.080747
5,369.329731
4,914.357309
0
15
CA
96
1
BE
1
1
-1
0
200
0
INTERNET
2.54634
linux
0
1
0
4
0
0.2
0.127892
34
14
20
0.010683
-1.656769
AC
1,730
5,718.526199
5,860.290082
4,202.909731
7
10
CA
210
0
BC
0
1
-1
0
500
0
INTERNET
5.70767
linux
0
1
0
4
0
0.3
0.116105
-1
52
30
10.428639
-1.269544
AC
752
3,290.785086
4,911.380253
4,821.246354
1
13
CA
25
1
BC
0
1
-1
0
200
0
INTERNET
5.609537
other
1
1
0
4
0
0.6
0.857065
-1
35
20
0.03325
-0.94332
AB
777
8,333.559844
5,079.224201
4,985.114594
20
10
CA
124
0
BB
1
1
30
0
200
0
INTERNET
11.898206
other
1
1
0
4
0
0.7
0.20757
-1
47
40
0.035165
26.529612
AA
2,048
6,495.637571
4,995.619924
4,919.288225
14
13
CA
94
1
BB
1
1
1
0
200
0
INTERNET
3.282594
windows
1
1
0
4
0
0.6
0.141614
213
143
40
0.000401
8.10459
AA
2,530
5,514.534207
3,743.01462
6,310.233858
5
29
CF
111
1
BC
1
1
6
0
200
0
INTERNET
4.143814
linux
0
1
0
4
0
0.1
0.856936
-1
190
40
0.016881
102.091021
AA
853
5,425.887453
4,984.581717
5,025.856026
1
6
CA
144
1
BD
0
1
11
1
200
0
INTERNET
0.732764
linux
0
1
0
4
0
0.1
0.327595
-1
34
30
0.003104
-0.909549
AB
1,627
1,596.161788
2,457.003199
4,934.473567
17
11
CA
78
0
BE
1
1
6
0
200
0
INTERNET
7.354029
linux
1
1
0
4
0
0.6
0.488825
-1
121
40
0.007722
-1.113129
AC
3,123
3,216.473811
5,545.175805
4,236.292607
0
8
CA
144
0
BA
1
1
-1
1
200
0
INTERNET
10.504192
other
0
1
0
4
0
0.1
0.872984
-1
103
20
0.043591
-1.353065
AC
1,383
3,029.05706
5,646.551212
4,306.176645
1
24
CA
163
1
BE
0
1
-1
0
500
0
INTERNET
4.610257
linux
0
1
0
4
0
0.8
0.111711
-1
350
30
0.00667
-0.674542
AD
1,280
8,156.887604
5,418.824045
5,077.169524
12
9
CA
157
0
BA
0
1
1
0
200
0
INTERNET
1.04492
linux
1
1
0
4
0
0.8
0.427327
-1
51
30
0.011145
-0.277556
AC
2,742
5,409.673388
4,065.076144
4,878.168648
2
13
CA
85
0
BB
0
1
-1
0
200
0
INTERNET
1.839133
other
1
1
0
4
0
0.2
0.184587
-1
112
60
7.814744
-0.534685
AC
1,028
5,965.064972
3,584.920866
4,832.825065
0
4
CA
105
1
BE
0
1
-1
0
200
0
INTERNET
1.891119
linux
0
1
0
4
0
0.1
0.789847
-1
34
30
0.000885
-1.285725
AC
2,362
1,635.609006
5,359.509407
5,618.948237
1
7
CF
100
0
BB
0
1
-1
0
200
0
INTERNET
5.668049
linux
1
1
0
4
0
0.8
0.257161
-1
65
40
0.016339
-0.626363
AC
2,302
1,129.222789
3,282.39971
5,038.720394
0
5
CA
81
0
BB
1
0
-1
0
200
0
INTERNET
3.95274
other
1
1
0
4
0
0.9
0.892945
-1
183
20
0.007136
10.337678
AA
1,235
5,269.115847
2,831.587354
4,237.057971
6
11
CA
91
0
BE
1
1
20
0
500
0
INTERNET
11.44937
windows
1
1
0
4
0
0.1
0.913737
-1
20
30
0.028272
-1.059851
AB
3,110
6,033.548832
4,724.660022
4,831.262196
15
8
CA
105
1
BB
1
1
10
0
200
0
INTERNET
9.022313
linux
1
1
0
4
0
0.9
0.539457
-1
171
40
0.009057
-0.278
AB
1,623
2,844.634421
2,692.508781
5,689.991023
2
12
CA
182
1
BE
0
1
5
0
490
0
INTERNET
3.780461
linux
1
1
0
4
0
0.6
0.876786
-1
25
20
0.023483
-1.271114
AD
3,988
3,944.78924
3,991.780599
4,292.089006
42
8
CA
83
1
BC
1
1
6
0
200
0
INTERNET
17.674354
linux
1
1
0
4
0
0.6
0.451309
14
10
40
0.02449
-0.967085
AC
1,190
3,600.161698
3,935.555631
5,014.915765
0
5
CD
165
1
BB
0
1
-1
1
200
0
INTERNET
2.490526
linux
0
1
0
4
0
0.4
0.388157
-1
81
10
0.033433
-1.033246
AB
903
5,491.217325
4,757.347642
4,871.545091
8
11
CA
96
1
BC
0
1
15
0
200
0
INTERNET
10.9995
windows
1
1
0
4
0
0.7
0.078624
-1
37
40
0.015435
51.157527
AA
1,004
8,091.179856
4,060.926221
4,330.688105
353
7
CB
115
1
BC
1
0
29
1
200
0
INTERNET
4.373893
windows
1
1
0
4
0
0.9
0.57426
-1
52
40
9.781807
32.771913
AC
1,092
2,764.552035
4,521.504738
4,896.016636
2
4
CA
77
0
BA
0
1
-1
0
200
0
INTERNET
1.903596
other
1
1
0
4
0
0.9
0.48003
204
13
30
0.023034
-0.861729
AC
1,219
4,364.375803
5,814.27881
5,004.853515
1
14
CA
128
0
BB
0
1
-1
0
200
0
INTERNET
2.196068
other
1
1
0
4
0
0.7
0.396902
30
3
20
0.003176
34.596839
AA
1,870
9,344.442811
4,885.338886
5,033.854495
2
17
CB
116
1
BC
0
1
19
0
200
0
INTERNET
2.639141
linux
0
1
0
4
0
0.7
0.99934
-1
115
20
0.0166
-1.36016
AD
830
2,289.038219
5,255.837155
4,922.198229
12
12
CA
91
0
BE
0
1
15
0
200
0
INTERNET
2.355933
other
1
1
0
4
0
0.5
0.871395
32
21
30
0.034116
52.456587
AA
785
2,798.437437
5,316.054918
5,014.90445
15
11
CA
68
0
BC
0
1
31
0
200
0
INTERNET
12.881099
linux
1
1
0
4
0
0.8
0.18507
-1
135
20
0.022626
-0.918823
AD
1,097
2,321.004453
5,161.877573
4,877.634108
12
11
CA
93
1
BA
1
1
26
0
1,000
0
INTERNET
5.650953
linux
0
1
0
4
0
0.7
0.360156
31
23
30
0.011338
-1.840194
AC
1,114
6,032.195482
9,031.210044
4,690.099259
0
11
CA
177
1
BC
0
1
-1
1
200
0
INTERNET
2.22963
linux
0
1
0
4
0
0.1
0.619874
-1
122
20
0.026004
-1.005167
AB
1,511
4,894.122331
4,634.355499
4,910.248426
10
10
CB
181
0
BE
0
1
20
0
500
1
INTERNET
3.145766
windows
1
1
0
4
0
0.1
0.423915
-1
164
50
0.012544
-0.433014
AC
644
3,276.377115
3,119.482387
4,286.830505
1
10
CA
230
0
BA
0
1
-1
0
1,500
0
INTERNET
11.352914
windows
0
1
0
4
0
0.9
0.831223
-1
238
20
3.530039
99.797497
AA
1,233
6,495.212588
3,881.020864
4,329.143411
12
10
CB
107
1
BC
1
1
10
0
500
0
INTERNET
1.207251
windows
1
1
0
4
0
0.6
0.92659
-1
308
20
0.010636
-1.258623
AB
663
9,881.320812
4,987.888974
4,795.612198
14
11
CA
157
0
BE
0
1
1
1
500
0
INTERNET
2.068139
other
0
1
0
4
0
0.8
0.918363
-1
35
40
0.022923
-0.628959
AD
1,652
3,639.220807
4,416.259212
4,235.540398
1,970
8
CA
188
0
BA
0
1
2
0
1,500
0
INTERNET
5.833656
linux
1
1
0
4
0
0.6
0.148076
-1
103
40
0.020134
-1.03351
AC
1,076
2,601.751859
4,939.021113
4,336.043701
0
7
CA
163
0
BB
1
1
-1
0
200
0
INTERNET
4.180781
windows
0
1
0
4
0
0.9
0.869229
58
10
20
0.005231
-1.173498
AB
813
7,483.209687
3,298.58063
4,928.654729
11
9
CA
123
1
BE
0
1
1
0
200
0
INTERNET
12.920504
other
0
1
0
4
0
0.8
0.536902
-1
1
50
0.009679
-1.437043
AB
1,385
4,039.60971
3,291.902139
4,238.295897
14
5
CA
122
0
BC
0
1
20
0
200
0
INTERNET
6.551726
linux
1
1
0
4
0
0.8
0.002373
-1
47
50
0.010691
23.312499
AB
1,181
2,974.388983
3,851.784595
4,714.8692
8
3
CB
157
0
BC
0
0
30
0
500
0
INTERNET
4.887939
linux
1
1
0
4
0
0.3
0.18968
-1
72
40
0.454771
-1.398943
AC
1,714
4,659.265967
3,189.646877
4,233.264138
1
15
CA
87
1
BB
0
1
-1
0
200
0
INTERNET
8.491813
linux
1
1
0
4
0
0.7
0.11704
-1
53
30
0.003045
-1.354626
AB
1,138
3,886.148429
4,189.215261
4,209.563878
1
8
CA
100
1
BE
1
1
5
0
200
0
INTERNET
2.617423
linux
0
1
0
4
0
0.2
0.905247
-1
142
20
0.015919
-1.257143
AC
3,866
4,812.507087
5,008.511981
4,943.392946
1
12
CA
96
1
BE
0
1
-1
0
200
0
INTERNET
8.539946
other
1
1
0
4
0
0.4
0.230821
-1
359
20
24.432934
-0.922761
AC
1,085
4,655.252057
4,607.129036
4,271.058903
1
7
CA
181
0
BE
0
1
-1
0
200
0
INTERNET
11.159026
other
0
1
0
4
0
0.1
0.448408
27
14
30
0.004243
36.973755
AA
1,936
1,660.266585
4,530.09847
4,854.082186
255
8
CA
135
0
BC
0
1
20
1
500
0
INTERNET
26.91632
macintosh
1
1
0
4
0
0.8
0.908293
-1
260
20
0.006893
-0.615541
AD
662
874.726924
4,384.035825
4,303.404804
1,747
8
CA
159
0
BB
1
1
2
0
500
0
INTERNET
6.56467
linux
1
1
0
4
0
0.2
0.921186
-1
109
40
0.018793
-1.282043
AC
3,315
6,095.903282
4,583.601054
4,363.460328
1
6
CA
74
1
BA
1
1
-1
0
200
0
INTERNET
11.06505
linux
1
1
0
4
0
0.9
0.317808
-1
65
30
0.014979
35.535263
AA
1,175
11,254.982262
5,666.882756
4,086.884487
7
4
CF
62
0
BB
1
1
1
0
500
0
INTERNET
4.935934
windows
1
1
0
4
0
0.8
0.489253
-1
10
40
0.020736
-1.404147
AC
1,558
5,426.621022
4,926.085994
4,801.413175
0
10
CA
132
1
BC
1
1
-1
0
200
0
INTERNET
8.843231
linux
1
1
0
4
0
0.9
0.539725
-1
33
30
0.011083
-0.752995
AD
762
4,460.024606
3,188.443458
4,934.249956
19
7
CA
226
1
BA
0
1
1
1
1,500
0
INTERNET
5.420892
other
1
1
0
4
0
0.2
0.930024
-1
38
20
0.00282
-1.373776
AC
2,311
4,115.333172
4,199.015874
4,983.808867
0
12
CA
230
1
BC
0
1
-1
0
2,000
0
INTERNET
8.911
other
0
1
0
4
0
0.6
0.701253
-1
93
20
0.009124
36.408653
AA
1,073
6,869.928034
4,849.722838
4,954.584615
8
8
CA
124
1
BC
1
1
19
1
500
0
INTERNET
4.293663
windows
1
1
0
4
0
0.8
0.562177
-1
89
30
0.009852
44.639233
AA
594
4,841.592212
3,392.963851
4,360.534576
495
10
CA
114
1
BC
1
0
1
1
200
0
INTERNET
2.845988
other
0
1
0
4
0
0.1
0.740236
-1
193
20
0.010246
-0.4478
AC
1,152
5,965.782739
5,116.645894
4,380.672136
2
7
CA
108
0
BE
1
1
-1
0
200
0
INTERNET
4.446373
windows
1
1
0
4
0
0.1
0.251105
141
80
30
0.031656
-1.578168
AC
604
1,954.328409
6,100.918309
4,137.988517
0
10
CA
94
0
BC
1
1
-1
1
200
0
INTERNET
10.237968
linux
1
1
0
4
0
0.5
0.689989
-1
62
20
0.012051
50.636928
AA
2,818
6,177.920157
5,383.589752
5,076.404122
2
18
CA
21
1
BE
0
1
6
0
200
0
INTERNET
3.59188
other
0
1
0
4
0
0.8
0.456741
-1
67
30
0.007408
-0.577124
AC
1,213
6,340.254196
3,335.934178
4,750.539913
0
8
CA
70
0
BB
1
1
-1
1
200
0
INTERNET
2.169079
linux
0
1
0
4
0
0.8
0.826983
33
16
30
0.000585
-0.708396
AC
1,140
5,927.069115
4,473.634834
4,853.02264
1
11
CA
263
1
BC
1
1
-1
0
1,500
0
INTERNET
1.581727
windows
1
1
0
4
0
0.8
0.522584
315
113
20
0.023817
21.695769
AA
4,006
2,989.952784
4,478.422694
5,531.046023
11
11
CA
146
0
BA
0
1
2
0
200
0
INTERNET
5.73591
windows
0
2
0
4
0
0.5
0.891015
-1
39
20
0.026521
23.656832
AA
1,355
6,951.94589
5,377.011887
4,270.750155
2,185
5
CA
169
1
BE
0
1
21
0
1,500
0
INTERNET
9.09848
other
0
1
0
4
0
0.9
0.136291
-1
201
50
0.001555
-1.396354
AB
1,190
1,653.870043
4,139.847399
4,391.424762
1,453
6
CA
180
0
BA
0
1
15
0
2,000
0
INTERNET
2.721098
other
0
1
0
4
0
0.6
0.507915
30
7
40
0.006568
-1.445173
AC
1,088
5,702.674974
4,475.531398
4,251.293022
0
9
CF
131
1
BC
1
1
-1
0
200
0
INTERNET
4.798971
windows
0
1
0
4
0
0.1
0.421128
-1
26
20
0.026723
-1.370685
AC
1,322
5,179.792292
4,259.963591
4,443.175378
0
10
CA
137
1
BC
0
1
-1
0
200
0
INTERNET
3.211176
other
0
1
0
4
0
0.9
0.248771
-1
381
30
0.004369
47.253105
AA
1,011
7,413.331348
3,602.756338
5,015.027691
1,994
11
CA
-4
1
BA
1
1
30
0
200
0
INTERNET
3.608079
linux
1
1
0
4
0
0.9
0.731943
-1
82
30
0.002796
-0.21655
AC
1,238
5,230.883399
4,468.609261
5,047.577817
1
19
CD
23
1
BB
1
1
-1
0
1,000
0
INTERNET
4.203854
linux
0
1
0
4
0
0.7
0.511687
28
42
30
13.994018
10.244064
AA
620
8,518.101822
5,787.780786
4,236.358645
54
8
CA
161
0
BB
0
1
28
0
500
0
INTERNET
7.760518
other
1
1
0
4
0
0.3
0.298789
-1
226
50
0.03573
-0.37403
AB
978
1,122.367793
4,857.545126
4,890.820845
5
4
CF
180
1
BC
1
1
1
1
1,500
0
INTERNET
19.338648
linux
1
1
0
4
0
0.2
0.83974
-1
273
60
1.761651
-0.713033
AC
994
6,839.503721
5,029.91875
4,417.854829
1
2
CC
129
0
BA
1
1
-1
0
200
0
INTERNET
8.254646
linux
0
1
0
4
0
0.8
0.406191
11
16
30
0.000155
-1.507726
AB
1,263
8,632.885647
4,624.01295
4,221.135643
14
7
CA
145
1
BC
0
1
1
0
200
0
INTERNET
4.815314
windows
1
1
0
4
0
0.2
0.262138
-1
163
40
0.008689
-1.024103
AD
1,425
5,381.402918
4,844.344304
4,177.628447
1
10
CA
105
1
BB
1
1
5
0
200
0
INTERNET
5.987761
other
0
1
0
4
0
0.4
0.88793
-1
262
10
0.003357
-0.222292
AC
1,454
4,440.474753
3,408.986646
4,317.759322
1
4
CE
137
0
BE
0
1
-1
0
200
0
INTERNET
1.712917
other
0
1
0
4
0
0.1
0.19748
-1
234
10
0.013914
-0.635163
AC
850
4,024.970424
5,918.12464
4,195.313681
2
9
CA
230
0
BE
0
0
-1
0
1,000
0
INTERNET
1.642706
windows
0
1
0
4
0
0.9
0.78496
-1
28
20
0.025497
-1.202066
AB
1,575
11,300.483359
4,775.904065
5,047.870864
6
13
CA
80
1
BB
0
1
21
1
500
0
INTERNET
4.874826
other
0
1
0
4
0
0.7
0.869257
-1
49
40
0.015908
-0.938432
AB
2,074
8,298.765338
5,233.383762
4,788.922096
2
8
CA
132
1
BB
1
1
-1
0
500
0
INTERNET
8.367085
linux
1
1
0
4
0
0.8
0.827875
34
6
20
0.013294
-1.138766
AD
418
6,517.939852
4,902.58128
4,356.637295
10
11
CA
128
1
BC
0
1
29
0
200
0
INTERNET
51.712233
windows
1
1
0
4
0
0.8
0.577587
-1
50
30
0.009242
-0.636386
AB
1,187
3,197.594189
4,637.349524
4,480.471285
456
6
CA
101
0
BB
1
1
2
0
200
0
INTERNET
3.515641
macintosh
1
1
0
4
0
0.2
0.173095
-1
146
50
0.018212
-0.500656
AB
651
1,043.448057
3,483.995467
5,054.035923
42
10
CB
185
0
BB
1
1
10
0
1,500
0
INTERNET
2.991975
windows
0
1
0
4
0
0.6
0.307218
-1
305
20
0.02827
-0.132181
AC
847
4,756.792452
3,876.850666
4,213.584172
1
10
CA
153
1
BE
0
1
-1
0
1,000
0
INTERNET
4.329344
macintosh
1
1
0
4
0
0.7
0.99788
27
14
30
0.006424
49.171132
AA
1,614
6,361.631521
4,328.524888
4,994.614677
3
12
CA
224
0
BC
0
1
-1
1
1,500
0
INTERNET
3.107446
other
0
1
0
4
0
0.1
0.868519
-1
51
30
0.008371
-1.493287
AB
1,444
3,867.948477
4,024.380436
4,197.215372
14
9
CD
189
1
BA
0
1
5
0
500
1
INTERNET
7.857492
linux
1
1
0
4
0
0.2
0.258241
-1
230
60
0.01545
-1.062534
AB
2,933
886.330279
5,289.824491
4,421.821836
10
4
CA
128
1
BC
0
1
15
0
200
0
TELEAPP
2.174439
linux
0
1
0
4