fraud_bool
int64
0
1
income
float64
0.1
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
0.8
0.134026
-1
356
60
0.030514
-0.575457
AB
531
8,314.385406
6,700.744033
3,163.096454
9
4
CB
102
0
BA
1
1
1
0
1,000
0
INTERNET
2.879794
linux
1
1
0
7
0
0.7
0.383672
-1
33
40
0.041454
17.294571
AA
757
520.79393
3,919.170209
3,072.536047
1,577
9
CA
206
0
BC
1
1
1
1
1,000
1
INTERNET
2.034594
windows
1
1
0
7
0
0.6
0.523801
-1
168
30
0.002729
-0.15908
AB
1,381
4,127.414795
1,693.329953
3,105.160094
8
6
CA
162
1
BB
1
1
31
0
500
0
INTERNET
1.367568
windows
0
1
0
7
0
0.7
0.71558
95
0
40
0.006839
-0.910801
AB
551
1,457.406152
3,868.503504
4,211.519953
21
11
CF
123
1
BC
0
1
31
0
200
0
INTERNET
3.007176
linux
1
1
0
7
0
0.4
0.849716
-1
11
30
0.023701
-0.790481
AB
746
4,948.262721
2,695.263362
3,125.821744
17
12
CA
93
0
BC
0
1
2
0
200
0
INTERNET
3.247964
linux
1
1
0
7
0
0.8
0.908216
-1
62
50
0.022518
7.626799
AA
2,601
6,971.036384
4,780.510689
3,090.696595
13
4
CC
111
0
BC
0
1
15
1
200
0
INTERNET
2.474488
windows
1
1
0
7
0
0.7
0.457995
95
19
30
0.019798
-1.00343
AC
644
5,169.937189
3,380.944743
3,088.364568
0
4
CA
87
0
BE
1
1
-1
0
200
0
INTERNET
1.03984
linux
1
1
0
7
0
0.1
0.877772
-1
135
50
0.016482
-0.190983
AB
1,147
5,459.277826
3,999.840919
3,136.248915
17
7
CA
303
1
BA
0
1
25
0
1,000
0
INTERNET
5.357361
linux
1
1
0
7
0
0.9
0.627849
-1
120
40
0.019318
-0.414091
AA
633
3,835.397899
4,159.510199
3,089.796064
11
6
CB
181
1
BC
0
1
15
0
200
0
INTERNET
3.058273
linux
0
1
0
7
0
0.8
0.844504
-1
35
20
0.007979
-0.273646
AC
1,016
14,862.261287
3,656.807181
4,061.229301
0
6
CA
202
1
BE
1
1
-1
0
500
0
INTERNET
3.946281
linux
1
1
0
7
0
0.9
0.737414
-1
45
30
0.039923
-0.825733
AB
387
4,404.42882
3,552.829894
4,190.122295
11
11
CA
210
1
BC
1
1
1
0
500
1
INTERNET
4.251996
windows
1
1
0
7
0
0.7
0.408171
116
3
20
0.030253
-1.395597
AC
603
4,138.857107
2,860.263737
3,084.760172
4
2
CA
257
1
BD
0
1
-1
0
990
0
INTERNET
15.39295
other
1
1
0
7
0
0.8
0.44672
-1
22
40
0.017124
-0.855228
AB
1,075
2,223.887782
2,320.897593
3,083.405166
15
5
CA
207
1
BB
0
1
10
0
200
0
INTERNET
8.181849
linux
1
1
0
7
0
0.8
0.714403
-1
135
50
0.007386
-0.566695
AC
2,182
4,893.555206
4,668.238522
4,236.324128
1
6
CA
138
1
BC
1
0
-1
1
200
0
INTERNET
3.54103
windows
0
2
0
7
0
0.4
0.513195
30
6
10
0.002859
-0.894999
AB
649
4,372.716656
3,589.837783
3,107.332701
41
10
CF
102
1
BE
0
1
3
0
200
0
INTERNET
2.513534
windows
0
1
0
7
0
0.5
0.314219
-1
23
20
0.036182
-0.929509
AB
2,607
1,503.810933
3,126.860681
3,509.41431
1,407
5
CA
114
1
BE
1
1
25
0
500
0
INTERNET
48.79828
macintosh
0
1
0
7
0
0.7
0.498545
9
3
20
0.020147
-0.696009
AC
163
3,734.461714
3,824.066517
3,120.744195
1
11
CA
128
0
BE
0
0
-1
0
200
0
INTERNET
3.556431
windows
0
1
0
7
0
0.9
0.358303
89
32
30
0.025194
96.791987
AA
94
3,072.716335
2,414.904783
3,379.088354
880
8
CA
127
1
BC
1
0
1
0
200
0
INTERNET
4.184309
other
0
1
0
7
0
0.9
0.308741
-1
144
30
0.016165
-1.154854
AB
953
1,879.357876
3,478.19618
3,126.518781
14
7
CB
117
1
BB
1
1
10
0
200
0
INTERNET
12.4576
linux
1
1
0
7
0
0.8
0.284042
-1
24
40
0.020224
49.211145
AD
1,555
2,554.650697
2,379.267345
3,117.795516
1,867
8
CA
87
0
BC
0
1
1
1
200
0
INTERNET
2.117276
macintosh
0
1
0
7
0
0.6
0.600965
-1
128
30
0.012306
-1.066907
AD
5,350
3,691.689818
3,654.356732
3,087.069208
20
13
CA
127
1
BA
0
1
31
0
1,500
0
INTERNET
2.500295
windows
1
1
0
7
0
0.4
0.08119
-1
42
20
0.029755
-0.369257
AB
1,392
6,121.459549
3,649.426226
4,835.785536
1,940
9
CA
149
1
BE
0
1
30
0
990
0
INTERNET
1.178829
macintosh
0
1
0
7
0
0.7
0.494466
-1
225
60
0.018189
-0.711225
AC
920
1,318.976117
2,771.837716
3,160.621542
0
3
CA
187
0
BA
1
1
-1
0
1,000
0
INTERNET
4.422395
linux
1
1
0
7
0
0.8
0.164559
-1
118
20
0.03904
-1.479258
AB
889
2,094.161934
1,781.960685
3,183.525041
19
7
CA
108
0
BA
1
1
26
1
200
0
INTERNET
1.445519
other
1
1
0
7
0
0.6
0.605878
51
4
30
0.001488
-0.648413
AB
784
3,248.595506
2,357.80509
3,120.264342
17
6
CA
208
1
BC
1
0
22
0
500
0
INTERNET
3.662976
windows
1
1
0
7
0
0.8
0.458717
10
4
30
5.258595
-0.980366
AD
624
5,764.351107
3,112.325802
3,114.126219
13
3
CA
103
1
BC
1
1
28
0
200
0
INTERNET
1.244551
linux
1
1
0
7
0
0.1
0.524396
-1
115
50
0.026205
-1.129628
AC
1,544
3,116.292109
3,563.063004
3,185.735448
0
3
CB
120
0
BB
1
0
-1
0
200
0
TELEAPP
1.542846
other
0
0
0
7
0
0.9
0.852374
-1
40
40
0.035233
-0.3913
AB
262
5,117.602377
3,490.039185
3,108.419728
43
4
CA
196
1
BC
0
1
25
0
200
0
INTERNET
1.747467
x11
1
1
0
7
0
0.9
0.182477
-1
50
30
0.007969
22.200859
AA
962
2,831.06186
2,511.344132
3,115.495735
6
7
CA
136
1
BC
1
1
1
0
200
0
INTERNET
7.269743
macintosh
1
1
0
7
0
0.4
0.484655
-1
268
50
0.016283
-0.280975
AB
947
2,074.283376
2,955.54547
3,122.078917
6
9
CA
243
1
BA
1
1
1
0
1,000
0
INTERNET
1.627964
linux
1
1
0
7
0
0.9
0.932952
-1
15
50
0.010812
104.752185
AA
752
989.899929
1,979.100347
3,133.248224
12
2
CA
243
0
BA
0
1
1
1
990
0
INTERNET
13.280184
other
1
1
0
7
0
0.9
0.150297
-1
195
50
0.024476
-0.628312
AB
1,010
6,677.826269
8,864.016273
3,137.923136
14
5
CA
301
1
BA
1
1
25
0
1,500
0
INTERNET
8.251375
other
0
1
0
7
0
0.1
0.736519
-1
161
20
0.004376
-0.989466
AB
813
3,476.606628
3,568.958005
3,105.113368
1
5
CA
226
1
BE
0
1
26
0
1,000
0
INTERNET
3.083097
other
1
1
0
7
0
0.6
0.568785
-1
38
50
0.005753
-0.694895
AB
922
3,037.487807
3,039.036275
3,136.635442
29
4
CA
232
0
BA
0
1
30
0
1,500
0
INTERNET
0.606213
windows
1
1
0
7
0
0.9
0.449338
-1
55
40
0.032915
-1.001466
AB
722
4,283.606873
3,594.052025
3,144.097391
1
4
CF
86
1
BB
0
1
10
0
200
0
INTERNET
4.460271
windows
1
1
0
7
0
0.8
0.101084
30
12
40
0.009433
-1.393926
AB
459
9,690.468635
6,101.500296
3,104.381284
8
13
CB
173
0
BC
0
1
6
0
500
0
INTERNET
6.778971
other
0
1
0
7
0
0.7
0.223704
-1
97
30
0.004656
-1.045939
AD
462
2,806.18178
2,607.652014
3,076.475392
496
14
CA
228
1
BA
1
1
1
1
500
0
INTERNET
2.229835
linux
1
1
0
7
0
0.9
0.508658
13
144
60
0.00489
-0.889965
AB
846
5,360.67286
3,802.441451
3,114.354044
12
1
CC
111
0
BB
1
1
9
0
500
0
INTERNET
10.68145
windows
0
1
0
7
0
0.9
0.622784
36
14
40
0.021267
-1.4828
AB
452
4,996.198662
3,915.711941
3,098.210635
1
4
CE
97
0
BB
0
1
1
0
500
0
INTERNET
14.824255
windows
1
1
0
7
0
0.7
0.428193
-1
31
20
0.012949
-0.242901
AD
555
3,483.407214
6,149.561656
3,134.134177
12
6
CE
111
0
BC
0
1
28
0
200
0
INTERNET
14.144046
windows
1
1
0
7
0
0.8
0.221238
-1
185
40
0.019689
-1.108407
AB
534
1,058.848366
2,309.182265
3,592.98285
13
6
CA
290
0
BB
0
1
1
0
500
0
INTERNET
6.984269
linux
1
1
0
7
0
0.7
0.423198
-1
32
40
0.027555
-0.634681
AC
899
3,366.875506
3,855.462689
3,081.96789
1
10
CA
163
1
BC
1
1
-1
1
200
0
INTERNET
1.847613
other
0
1
0
7
0
0.9
0.549369
-1
182
40
0.020288
-0.873387
AB
527
3,995.278846
3,801.405921
3,129.558954
37
5
CF
59
0
BB
1
0
2
0
200
0
INTERNET
1.998776
other
0
1
0
7
0
0.1
0.334798
325
7
10
0.002486
-0.787296
AC
248
1,340.911529
4,806.980749
3,317.476508
0
7
CE
265
0
BC
0
1
-1
0
2,000
0
INTERNET
13.013357
macintosh
0
1
0
7
0
0.6
0.123567
34
2
30
0.016085
26.617151
AA
1,695
2,876.382574
4,144.773562
4,326.747256
12
15
CB
61
1
BC
1
1
1
0
200
0
INTERNET
2.483141
linux
0
1
0
7
0
0.9
0.279437
-1
23
20
0.019115
-1.754969
AC
2,482
3,209.546872
4,666.73163
3,137.634482
0
19
CA
126
0
BC
0
1
-1
0
500
0
INTERNET
5.43625
other
1
1
0
7
0
0.6
0.577304
8
-1
50
0.028076
-1.200871
AD
746
5,134.126531
7,549.97694
3,092.778402
31
6
CB
104
0
BC
1
1
15
0
200
0
INTERNET
17.076649
other
1
1
0
7
0
0.5
0.087678
-1
35
20
0.037857
-1.303024
AB
425
4,139.859133
3,261.465009
3,099.993702
1,425
4
CF
89
1
BB
1
1
10
0
200
0
INTERNET
0.870122
linux
1
1
0
7
0
0.7
0.130489
58
13
30
0.00606
49.250177
AA
1,660
4,338.594589
3,102.123468
3,301.635629
15
5
CF
137
1
BC
0
1
11
1
500
0
INTERNET
6.158237
linux
0
1
0
7
0
0.5
0.992749
-1
76
30
0.003521
-1.318458
AB
1,277
5,022.01467
2,759.647274
3,143.651057
12
12
CA
133
1
BB
0
1
20
1
200
0
INTERNET
1.574459
linux
1
1
0
7
0
0.7
0.171068
61
0
40
0.010297
-0.935181
AB
563
1,912.767317
2,554.649206
3,173.154336
2
3
CA
92
0
BC
1
1
10
0
200
0
INTERNET
8.337709
windows
1
1
0
7
0
0.4
0.442566
74
9
30
0.013504
-1.647589
AC
402
6,672.376033
2,937.998825
3,139.678519
0
10
CA
77
0
BC
0
1
-1
0
200
0
INTERNET
1.662148
windows
1
1
0
7
0
0.3
0.786698
-1
50
50
0.002525
-1.513684
AC
1,754
13,510.860279
5,568.877869
3,286.112506
1
7
CC
90
0
BC
1
1
-1
0
200
0
INTERNET
12.558104
other
0
1
0
7
0
0.9
0.715036
-1
266
50
0.018485
-0.368158
AB
828
1,072.827239
2,982.492867
3,111.860619
17
1
CA
151
0
BA
0
1
4
0
500
0
INTERNET
4.238871
windows
0
1
0
7
0
0.9
0.600213
-1
61
50
0.005993
26.22467
AA
174
4,319.557269
2,355.693348
2,992.104307
13
6
CB
271
0
BC
0
1
1
1
1,000
0
INTERNET
0.750067
other
0
1
0
7
0
0.9
0.596874
-1
107
40
0.020712
-1.276913
AB
840
3,206.503099
3,120.42202
3,083.978242
0
2
CA
238
0
BB
0
1
1
0
200
0
INTERNET
1.510074
linux
1
1
0
7
0
0.6
0.060445
24
9
30
9.484624
-1.404443
AB
282
6,668.686543
2,940.421342
3,137.303443
230
9
CA
254
0
BC
0
1
29
0
1,000
0
INTERNET
1.622559
linux
1
1
0
7
0
0.8
0.116062
36
24
40
0.000894
-1.141916
AC
843
6,548.003341
5,542.401453
4,382.952624
2
5
CD
138
1
BC
0
1
-1
0
200
1
INTERNET
3.110254
linux
1
1
0
7
0
0.1
0.019751
-1
23
50
0.028966
-0.963971
AB
1,202
1,084.77879
5,530.286831
4,867.475348
8
3
CA
75
1
BB
1
1
26
0
200
0
INTERNET
5.233389
linux
1
1
0
7
0
0.8
0.591052
160
14
20
21.930353
35.042888
AA
1,633
3,351.751022
2,864.916746
4,063.127917
18
4
CA
146
0
BA
0
1
11
1
500
0
INTERNET
1.428181
macintosh
0
1
0
7
0
0.1
0.877
75
0
30
0.005276
-1.672326
AC
900
7,065.703588
3,484.278898
3,040.779792
0
7
CD
78
0
BB
1
1
-1
0
200
0
INTERNET
0.765257
linux
0
1
0
7
0
0.9
0.442528
29
202
30
0.011074
-0.62468
AC
604
1,064.672332
2,823.290401
3,112.156165
0
3
CA
203
0
BE
0
1
-1
0
500
0
INTERNET
5.594346
windows
0
1
0
7
0
0.8
0.430474
-1
165
20
0.045191
25.999495
AA
512
2,677.431222
1,653.764398
3,076.371965
8
8
CB
179
1
BA
1
1
30
0
500
0
INTERNET
4.115721
other
0
1
0
7
0
0.8
0.462821
-1
92
50
0.019017
-1.337154
AC
1,872
802.718625
2,163.252816
3,041.113005
2
8
CA
108
0
BA
1
1
5
0
200
0
INTERNET
5.023434
other
0
1
0
7
0
0.9
0.519429
-1
96
40
0.010979
-0.90368
AB
896
3,781.864805
3,112.010189
3,120.196432
10
4
CA
103
0
BB
0
1
1
0
200
0
INTERNET
10.53147
windows
1
1
0
7
0
0.1
0.383073
48
6
30
0.039372
-1.524651
AB
641
927.941691
2,319.090793
3,144.68428
9
8
CA
104
0
BC
0
1
28
0
200
0
INTERNET
7.082838
linux
1
1
0
7
0
0.9
0.294326
79
3
10
0.031932
-0.785351
AC
456
3,534.868506
1,977.178698
3,178.708128
0
6
CA
100
0
BE
1
1
-1
0
990
0
INTERNET
1.525416
windows
0
1
0
7
0
0.9
0.484747
-1
34
50
0.008248
-0.713946
AB
882
2,429.810256
3,016.953364
3,068.903444
1
4
CA
187
0
BB
1
1
6
0
1,000
0
INTERNET
4.233957
linux
0
1
0
7
0
0.9
0.036691
47
3
30
0.006197
-1.565635
AB
784
4,052.941919
2,631.407925
3,125.137666
16
12
CA
115
1
BC
0
1
7
0
200
0
INTERNET
12.261888
linux
1
1
0
7
0
0.9
0.444841
-1
67
30
0.007382
-0.722026
AB
965
4,748.255958
3,431.687968
3,141.359245
9
7
CA
196
1
BB
0
1
1
0
200
0
INTERNET
20.403398
linux
1
1
0
7
0
0.9
0.397143
9
3
20
0.019459
-1.374113
AD
359
5,295.8571
2,459.275464
3,149.571869
17
11
CA
120
0
BC
1
1
1
0
200
0
INTERNET
0.283216
macintosh
1
1
0
7
0
0.8
0.477383
-1
25
40
0.015453
52.290654
AA
1,991
3,430.520373
2,928.474961
3,019.296966
27
5
CA
117
0
BA
1
1
15
0
500
0
INTERNET
4.724554
linux
1
1
0
7
0
0.1
0.178391
-1
34
30
0.022002
-1.013173
AB
836
4,832.586186
2,676.993655
3,094.955276
6
3
CF
68
1
BB
1
1
31
1
200
0
INTERNET
2.099768
linux
1
1
0
7
0
0.1
0.059417
331
30
20
0.016935
-1.764528
AB
417
1,124.498051
2,636.345266
3,056.367684
50
10
CA
57
1
BC
1
1
3
0
200
0
INTERNET
7.647706
other
1
1
0
7
0
0.1
0.503244
-1
93
30
0.041332
-1.770084
AC
2,353
4,507.247554
2,793.27766
3,068.017465
1
10
CB
117
1
BE
1
1
-1
0
200
0
INTERNET
5.380097
linux
0
1
0
7
0
0.8
0.259682
54
4
30
0.008445
-0.237205
AC
1,116
3,212.558283
1,929.647913
3,141.551352
0
10
CA
164
1
BB
0
1
-1
0
490
0
INTERNET
3.122712
windows
1
1
0
7
0
0.9
0.383052
-1
43
20
0.005295
-0.461942
AD
1,250
1,654.780643
2,986.959077
3,093.631728
37
3
CA
178
0
BC
1
1
28
0
490
0
INTERNET
7.13669
macintosh
0
1
0
7
0
0.1
0.494564
32
1
20
0.013338
-0.520575
AC
496
5,218.72121
2,414.581382
3,182.560868
3
3
CA
143
1
BC
1
1
-1
0
990
0
INTERNET
18.797362
windows
1
1
0
7
0
0.4
0.714871
-1
139
40
0.024112
-1.13861
AB
1,178
404.342604
2,600.661427
3,164.252158
20
8
CA
95
1
BB
1
1
27
0
200
0
INTERNET
3.219783
windows
1
1
0
7
0
0.4
0.90384
-1
26
30
0.019656
-0.340477
AB
761
3,185.337929
2,977.803993
3,077.610195
5
5
CA
222
0
BC
0
1
26
0
1,500
0
INTERNET
4.040571
windows
1
1
0
7
0
0.6
0.377986
-1
233
30
0.018792
-1.30799
AD
1,241
5,286.253901
2,852.989532
3,543.229345
4
14
CA
162
1
BC
1
1
31
1
200
0
INTERNET
2.79851
other
1
1
0
7
0
0.9
0.844501
32
1
40
0.023664
-1.416526
AC
988
5,938.647027
2,274.646338
3,847.486813
1
10
CA
156
1
BC
1
1
-1
0
200
0
INTERNET
1.391076
linux
0
0
0
7
0
0.8
0.55418
-1
43
50
0.024562
-0.689783
AC
816
4,151.179393
6,079.205844
3,113.429743
1
3
CA
240
0
BB
1
1
-1
0
1,000
0
INTERNET
11.14946
other
1
1
0
7
0
0.9
0.730425
-1
169
30
0.01056
-0.676491
AB
966
3,863.516226
3,479.927338
3,179.421866
8
8
CA
194
0
BA
0
1
-1
0
1,500
0
INTERNET
3.314648
other
1
1
0
7
0
0.6
0.117003
-1
34
30
0.020475
-1.216991
AB
798
5,755.01158
3,289.981111
3,911.861358
1
9
CA
170
1
BB
0
1
9
0
500
0
INTERNET
7.327798
other
0
1
0
7
0
0.6
0.444919
22
2
30
0.003819
-0.816305
AC
613
3,288.52508
4,219.093556
3,073.846393
1
8
CA
27
1
BC
1
1
-1
0
200
0
INTERNET
5.595367
windows
1
1
0
7
0
0.1
0.583086
-1
4
30
0.003216
-1.014409
AB
678
2,993.212169
2,553.280257
3,003.364734
16
5
CA
125
1
BC
0
1
1
0
200
0
INTERNET
8.327554
linux
0
1
0
7
0
0.8
0.625785
-1
43
60
0.026497
25.477932
AA
1,606
6,326.62428
4,319.119356
3,099.831114
28
1
CC
71
1
BC
0
1
21
0
200
0
INTERNET
21.681184
macintosh
1
1
0
7
0
0.4
0.598967
-1
166
30
0.017909
-1.26334
AB
885
4,743.978306
3,612.369024
3,132.975941
7
2
CA
134
1
BB
1
1
15
0
1,000
0
INTERNET
1.109421
other
1
1
0
7
0
0.9
0.715963
-1
178
40
0.024163
19.638014
AA
4,271
4,583.58164
6,390.131858
5,572.800403
1,606
6
CB
177
1
BA
1
1
28
0
200
0
INTERNET
4.594548
linux
1
1
0
7
0
0.9
0.461755
-1
44
30
0.007576
38.512418
AA
1,184
6,973.044586
4,272.033604
3,067.920446
6
14
CB
70
0
BC
0
1
28
1
200
0
INTERNET
2.432183
other
1
1
0
7
0
0.4
0.808779
-1
68
40
0.031241
-1.075079
AB
962
1,396.977383
3,458.718732
3,165.418163
17
4
CA
266
1
BD
1
1
2
0
1,500
0
INTERNET
2.999638
other
1
1
0
7
0
0.7
0.397267
-1
5
30
0.018839
38.229984
AA
1,205
3,306.726701
2,674.887904
3,155.893196
6
15
CA
121
0
BC
0
1
5
0
200
0
INTERNET
8.954522
linux
0
1
0
7
0
0.3
0.842908
12
13
30
0.014233
-1.352712
AB
940
2,929.21207
4,777.534402
3,084.67867
11
9
CA
203
1
BC
0
1
31
0
990
0
INTERNET
7.715258
windows
1
1
0
7
0
0.8
0.473277
33
6
20
0.01907
-0.836064
AD
1,646
2,797.81533
2,865.192051
5,216.062829
1,262
12
CA
125
1
BE
1
1
29
0
200
0
INTERNET
5.677705
other
1
1
0
7
0
0.1
0.072583
38
13
30
0.013068
-1.381951
AC
1,280
4,876.028902
2,228.852545
3,103.890582
1
15
CA
182
0
BC
0
1
-1
0
1,000
0
INTERNET
59.299365
other
0
1
0
7
0
0.1
0.238134
-1
160
40
0.005282
29.862624
AA
953
5,605.777854
5,471.693768
3,794.885572
1,204
1
CF
111
1
BB
1
1
1
0
200
0
INTERNET
2.115871
macintosh
1
1
0
7
0
0.1
0.6699
-1
196
30
0.020417
-1.295373
AB
1,319
3,666.669167
1,977.443127
3,136.021529
741
7
CA
213
0
BA
0
1
1
0
1,500
0
INTERNET
5.035961
other
1
1
0
7
0
0.7
0.71973
28
1
30
8.425295
29.585776
AA
1,741
3,330.637279
4,367.719683
3,154.52825
141
8
CA
150
1
BC
0
1
29
1
1,500
0
INTERNET
5.049235
linux
1
1
0
7
0
0.8
0.724039
-1
36
10
0.010353
34.90585
AA
1,328
3,549.839644
3,489.950128
3,002.533893
13
4
CA
106
1
BC
1
0
6
0
200
0
INTERNET
8.180701
linux
0
1
0
7