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
0.239404
84
0
20
0.019265
12.145854
AA
25
4,605.415807
2,084.133513
3,167.551012
54
9
CA
62
1
BC
1
1
6
0
200
0
INTERNET
34.161273
linux
1
1
0
7
0
0.8
0.511368
-1
113
30
0.013559
-0.347988
AC
528
2,376.752556
1,792.239039
3,107.835648
0
4
CA
131
0
BB
1
1
-1
0
200
0
INTERNET
6.058841
other
1
1
0
7
0
0.8
0.939323
94
0
20
0.017477
-1.568598
AB
827
3,320.895184
2,774.326855
3,162.905656
11
6
CA
143
0
BC
1
1
7
0
500
0
INTERNET
2.25921
linux
1
1
0
7
0
0.7
0.403584
137
13
40
0.030737
-0.788971
AC
237
4,598.611515
2,805.387219
3,127.282251
0
9
CA
73
0
BA
0
1
-1
0
200
0
INTERNET
0.506933
linux
1
1
0
7
0
0.9
0.231504
-1
384
40
0.009354
-1.566828
AB
911
3,114.824715
1,913.017303
3,088.885269
14
11
CB
105
1
BD
1
1
30
0
200
0
INTERNET
2.949523
other
1
1
0
7
0
0.1
0.848697
-1
25
50
0.003171
-0.962748
AB
969
2,162.655148
2,204.510158
3,132.277388
10
5
CA
210
0
BB
1
1
28
0
500
1
INTERNET
12.008306
macintosh
1
1
0
7
0
0.1
0.485576
-1
28
40
0.021097
46.740776
AA
1,153
4,462.73668
3,702.235413
3,175.965828
17
8
CA
291
0
BC
0
1
21
0
1,500
0
INTERNET
3.996892
windows
1
1
0
7
0
0.8
0.888887
-1
56
40
0.020516
-0.900984
AC
180
5,900.794244
3,219.050173
3,103.201439
1
5
CB
100
0
BC
1
1
-1
0
500
0
INTERNET
0.371063
macintosh
1
1
0
7
0
0.8
0.070549
-1
113
30
0.035069
-0.702348
AB
356
3,432.818477
2,833.314835
3,138.738681
14
8
CA
193
1
BA
0
1
1
0
200
0
INTERNET
0.721469
windows
1
1
0
7
0
0.6
0.512378
14
0
30
0.015931
-1.246791
AD
655
5,783.028974
3,789.35136
3,032.590357
15
8
CB
133
1
BC
0
1
1
0
200
0
INTERNET
19.330623
linux
1
1
0
7
0
0.9
0.794362
10
6
40
18.379832
-1.216646
AC
3,627
4,803.587248
3,842.906451
3,179.37839
1
5
CD
87
1
BC
0
1
-1
0
200
0
INTERNET
1.499955
linux
1
1
0
7
0
0.9
0.048977
-1
287
30
0.022376
-0.934582
AB
866
5,661.527005
3,424.124087
3,132.741499
12
4
CA
313
0
BA
1
0
25
1
1,000
1
INTERNET
2.865046
windows
1
1
0
7
0
0.9
0.11791
-1
60
30
0.028867
-1.094332
AB
1,771
4,788.048713
2,741.543783
3,744.862617
14
9
CF
142
0
BC
1
1
15
1
200
0
INTERNET
7.769296
linux
1
1
0
7
0
0.9
0.870252
64
12
30
0.025909
34.304956
AA
1,643
4,127.852138
2,618.107467
3,235.922397
0
11
CA
51
0
BC
0
1
1
0
200
0
INTERNET
10.428785
macintosh
1
1
0
7
0
0.6
0.496355
-1
47
20
0.024772
38.636232
AA
1,737
4,838.766191
2,825.847716
3,032.647729
557
5
CA
142
1
BE
1
0
15
0
1,500
0
INTERNET
3.164641
windows
1
1
0
7
0
0.9
0.752189
-1
106
50
0.015467
50.661597
AA
312
2,838.982725
2,122.247341
3,097.210015
1
3
CA
206
1
BA
1
1
5
1
1,000
0
INTERNET
4.04189
windows
1
1
0
7
0
0.9
0.081256
-1
60
50
0.017853
-1.049636
AD
745
2,311.830224
6,759.687126
3,145.936975
15
3
CB
167
0
BA
0
1
15
0
200
0
INTERNET
3.356256
windows
0
1
0
7
0
0.3
0.495217
32
5
30
0.011218
-1.527747
AB
3,394
1,451.596746
3,275.211702
5,329.221688
37
7
CA
149
0
BB
1
1
28
0
200
0
INTERNET
17.169629
linux
1
1
0
7
0
0.3
0.150106
-1
8
20
0.021271
-0.847169
AB
304
3,337.783878
1,891.549512
3,143.372585
10
7
CA
224
1
BB
0
1
20
0
1,500
0
INTERNET
2.539939
other
1
1
0
7
0
0.7
0.478138
-1
22
10
0.029683
-1.430636
AB
653
1,627.850277
2,452.719591
3,115.626125
10
4
CA
152
0
BC
1
1
1
0
200
0
INTERNET
13.309073
other
1
1
0
7
0
0.1
0.283418
-1
42
30
0.000929
-1.291138
AC
834
6,099.95168
2,913.906283
4,243.902282
1
12
CD
88
0
BB
1
1
-1
0
200
0
INTERNET
12.702583
linux
1
1
0
7
0
0.2
0.668594
-1
93
30
0.041739
-1.75917
AB
946
3,857.182717
2,433.373621
3,404.381328
15
4
CA
153
1
BA
1
1
26
0
500
0
INTERNET
8.371391
linux
0
1
0
7
0
0.1
0.495614
-1
25
20
0.003284
-0.142113
AB
850
1,675.672993
6,216.083434
5,114.62329
1
10
CA
248
1
BE
0
1
1
0
200
0
INTERNET
4.588194
other
1
1
0
7
0
0.6
0.433268
-1
17
50
0.019871
-1.032785
AB
1,262
3,038.644234
3,610.764125
3,123.890014
17
4
CA
120
1
BC
1
1
1
0
200
0
INTERNET
1.288842
windows
1
1
0
7
0
0.2
0.555207
34
2
10
0.014744
-0.798414
AC
767
6,532.627463
2,880.185678
3,119.932067
0
6
CA
199
1
BB
1
1
-1
0
500
0
INTERNET
1.278345
windows
1
1
0
7
0
0.5
0.127493
51
0
40
0.00259
-1.034901
AD
785
1,349.486752
3,679.156399
3,097.811086
4
7
CA
158
1
BC
0
1
3
0
200
0
INTERNET
1.204755
other
1
1
0
7
0
0.9
0.201752
-1
21
40
0.002629
33.144244
AD
984
4,951.36546
4,584.540205
3,070.811378
498
5
CA
280
0
BC
1
1
31
0
1,500
0
INTERNET
4.373233
windows
1
1
0
7
0
0.1
0.073916
-1
1
50
0.038829
-1.608355
AB
732
5,727.305581
3,629.605036
3,871.266293
2
7
CA
136
1
BB
0
1
28
0
200
0
INTERNET
5.236849
linux
1
1
0
7
0
0.8
0.588428
-1
20
20
0.019122
-1.237975
AB
807
1,820.491033
2,118.605259
3,179.59259
9
10
CA
91
1
BE
0
1
1
0
200
0
INTERNET
0.476832
linux
0
1
0
7
0
0.8
0.552448
-1
168
40
0.024308
24.881796
AA
1,369
1,581.146845
1,601.684243
3,119.047134
6
6
CA
281
0
BE
1
1
1
1
500
0
INTERNET
0.810948
windows
1
1
0
7
0
0.5
0.488089
-1
25
40
0.000408
-1.36516
AC
112
4,195.280004
2,958.543978
3,113.952874
0
8
CA
221
0
BA
0
1
-1
0
200
0
INTERNET
0.617234
other
1
1
0
7
0
0.6
0.933128
-1
43
30
0.003088
24.371655
AA
1,234
5,052.837501
2,821.641448
3,073.406986
2
4
CF
159
1
BC
1
0
15
1
500
0
INTERNET
5.822965
other
0
1
0
7
0
0.4
0.128717
-1
123
30
0.009032
17.574813
AA
1,125
2,186.555568
2,149.433819
3,055.644855
532
5
CA
269
0
BC
1
1
28
0
1,500
0
INTERNET
1.374071
other
1
1
0
7
0
0.9
0.194671
-1
35
40
0.032328
-1.258996
AB
288
2,747.06084
3,198.333984
3,050.115905
12
5
CA
131
0
BC
0
1
2
0
200
0
INTERNET
1.573257
other
1
1
0
7
0
0.6
0.438956
80
10
40
0.006951
-1.377629
AC
356
4,079.131866
2,528.962286
3,743.855915
1
9
CA
102
1
BB
1
1
-1
1
200
0
INTERNET
13.5149
linux
0
1
0
7
0
0.9
0.88721
-1
78
40
0.010556
-0.176263
AC
1,073
4,111.996771
3,036.785019
4,003.410656
1
3
CA
143
1
BA
1
1
-1
1
500
0
INTERNET
6.587748
windows
0
1
0
7
0
0.9
0.085839
35
1
30
0.026845
-1.168679
AB
856
1,281.841002
2,302.144409
3,119.814015
2
10
CA
231
1
BC
0
1
1
1
1,500
1
INTERNET
0.861408
windows
1
1
0
7
0
0.6
0.584997
-1
37
30
0.023153
-1.450041
AB
1,642
3,941.405081
4,184.881746
3,126.59097
35
15
CA
133
0
BC
0
1
5
0
200
0
INTERNET
3.67374
other
1
1
0
7
0
0.6
0.420603
21
4
30
72.500677
-1.533722
AC
1,602
3,565.381509
4,280.724005
5,535.5872
1
12
CA
95
0
BC
0
1
-1
1
200
0
INTERNET
3.54727
linux
1
1
0
7
0
0.4
0.452857
11
0
30
3.416713
-0.74341
AC
627
6,725.670935
3,879.369605
3,165.529444
1
10
CA
107
1
BC
0
1
-1
0
200
0
INTERNET
0.636444
linux
1
1
0
7
0
0.6
0.492813
116
9
30
0.001869
-0.984187
AC
741
1,523.728502
2,032.818948
3,055.280298
1
9
CA
127
1
BC
0
1
-1
0
500
0
INTERNET
22.529323
macintosh
1
1
0
7
0
0.8
0.87489
-1
22
30
9.990511
-0.619444
AC
1,249
4,423.544114
6,113.318876
5,466.07245
2
12
CA
69
1
BB
0
1
-1
0
200
0
INTERNET
3.940161
linux
1
1
0
7
0
0.7
0.531571
-1
32
40
0.001402
20.250282
AA
1,129
5,962.180113
3,112.956833
3,153.977944
1,519
1
CA
109
1
BC
0
1
15
0
200
0
INTERNET
14.460202
other
0
1
0
7
0
0.1
0.862506
-1
207
20
0.017592
-1.055775
AB
791
7,691.849097
4,368.759122
3,147.249697
21
5
CA
137
0
BE
1
1
25
0
200
0
INTERNET
2.20339
windows
1
1
0
7
0
0.4
0.476655
-1
46
50
0.008511
-1.294676
AB
771
3,993.641806
2,656.984376
3,120.750884
6
6
CA
102
0
BB
1
1
30
0
200
0
INTERNET
4.2524
other
1
1
0
7
0
0.7
0.805348
-1
75
40
0.019133
-1.030728
AD
813
4,475.36873
2,832.966327
3,057.437829
15
11
CB
169
1
BE
0
1
15
0
200
0
INTERNET
3.247906
windows
0
1
0
7
0
0.2
0.421429
50
18
20
0.015672
-1.114537
AC
197
3,210.559526
2,316.894762
3,163.295422
1
9
CA
74
0
BB
1
1
-1
0
200
0
INTERNET
1.099032
other
1
1
0
7
0
0.9
0.901857
-1
44
40
0.008539
-0.60469
AB
442
2,788.147968
3,222.926452
3,150.908559
2
8
CA
120
1
BC
0
1
5
0
200
0
INTERNET
5.048945
other
1
1
0
7
0
0.2
0.474875
-1
231
40
0.006739
-0.950041
AB
880
5,711.274534
2,074.516115
3,120.287715
723
7
CB
70
0
BA
1
0
1
0
200
0
INTERNET
5.089524
windows
0
1
0
7
0
0.5
0.392961
-1
125
20
0.021181
-0.980448
AD
662
1,773.500856
2,959.746599
3,123.421234
11
4
CA
52
0
BB
1
1
15
0
200
0
INTERNET
4.508991
other
1
1
0
7
0
0.6
0.737738
-1
70
40
19.268657
28.661985
AA
933
2,622.508616
4,587.653732
3,137.06425
1,508
3
CB
75
0
BA
1
1
28
0
200
0
INTERNET
1.110896
other
1
1
0
7
0
0.4
0.247492
11
10
30
0.0121
-0.686344
AB
374
2,033.415599
2,237.426066
3,143.656521
0
9
CA
131
1
BB
0
1
-1
0
200
0
INTERNET
11.110133
linux
1
1
0
7
0
0.9
0.332554
-1
150
40
0.014773
-0.779683
AB
1,054
1,860.433074
2,677.648864
3,125.598608
1
5
CA
248
1
BA
0
0
1
0
500
0
INTERNET
4.505986
other
0
1
0
7
0
0.2
0.745295
-1
88
40
0.001685
-0.960659
AD
856
3,417.667573
3,342.562056
3,104.827619
180
8
CA
83
0
BC
1
1
20
0
200
0
INTERNET
9.903792
linux
1
1
0
7
0
0.2
0.414246
-1
91
40
0.01364
-0.625499
AC
1,273
4,264.166476
2,694.444479
3,804.910532
0
11
CA
132
1
BB
0
1
-1
0
200
0
INTERNET
1.292673
other
1
1
0
7
0
0.6
0.441056
55
5
20
0.006842
-1.123371
AD
190
4,445.243994
2,378.160004
3,223.926485
4
6
CA
115
1
BE
0
1
31
0
200
0
INTERNET
3.41578
linux
1
1
0
7
0
0.3
0.901219
13
39
30
0.001757
-1.402163
AD
1,784
6,859.284899
3,457.749116
4,131.015851
166
19
CA
262
0
BC
0
1
1
0
1,500
0
INTERNET
2.578906
windows
1
1
0
7
0
0.9
0.325172
84
0
40
0.017518
-0.637852
AB
1,651
1,440.83389
2,179.057352
3,072.553624
12
5
CA
82
1
BB
1
1
16
0
200
0
INTERNET
4.62462
linux
0
1
0
7
0
0.6
0.083518
-1
239
40
0.035551
10.92484
AA
1,135
2,422.959594
3,289.962091
5,321.811723
13
2
CA
109
0
BA
1
0
15
0
200
0
INTERNET
3.412958
linux
1
1
0
7
0
0.7
0.216739
50
5
40
0.026203
-0.80819
AD
454
5,400.662348
4,913.520433
3,096.417072
9
6
CA
135
0
BA
1
1
1
0
200
0
INTERNET
1.218808
linux
1
1
0
7
0
0.9
0.112408
-1
25
20
0.017002
-0.947293
AB
1,015
2,966.359027
3,448.904995
3,078.821647
34
8
CB
34
0
BC
0
1
30
0
200
0
INTERNET
4.161575
other
1
1
0
7
0
0.1
0.865122
21
6
30
0.01461
-0.930651
AC
870
3,735.431189
2,976.940443
3,078.801439
2
5
CD
114
1
BB
0
1
15
0
200
0
INTERNET
3.461761
linux
1
1
0
7
0
0.8
0.49996
-1
48
30
0.012744
14.802377
AA
992
2,898.917338
3,220.041252
3,112.609911
3
5
CB
109
1
BD
1
1
1
1
200
0
INTERNET
1.232158
other
1
1
0
7
0
0.1
0.654354
-1
186
10
0.01241
-0.701069
AB
839
4,465.82412
3,378.222184
5,569.460754
754
8
CA
130
0
BE
0
1
6
0
200
0
INTERNET
11.063862
windows
0
1
0
7
0
0.7
0.565327
31
10
40
0.033056
-0.906429
AC
207
4,976.50481
3,215.160215
5,309.626442
0
6
CA
131
0
BC
0
1
-1
0
1,000
0
INTERNET
12.767539
other
1
1
0
7
0
0.9
0.115356
-1
28
40
0.024486
15.276689
AA
1,964
1,088.838037
2,811.176313
3,187.305705
47
4
CA
120
1
BA
0
1
21
1
200
0
INTERNET
11.32668
other
1
1
0
7
0
0.8
0.368647
-1
55
20
0.016783
-1.345366
AB
922
1,514.80446
2,732.919163
3,081.13719
8
6
CA
308
0
BC
0
1
5
0
1,500
0
INTERNET
8.964953
other
1
1
0
7
0
0.7
0.887787
-1
62
40
0.005027
-1.423383
AB
779
2,013.358143
3,395.036215
5,106.268206
12
8
CF
183
1
BB
1
1
30
0
500
0
INTERNET
4.726816
windows
1
1
0
7
0
0.2
0.535006
-1
124
60
0.006034
-0.647177
AC
656
5,313.477136
3,728.526609
3,087.531893
0
3
CC
211
0
BB
1
1
-1
0
500
0
INTERNET
36.185753
windows
1
1
0
7
0
0.9
0.493723
-1
48
40
0.017348
-1.181596
AB
2,001
2,379.106456
3,052.490746
3,170.366597
1
4
CA
113
1
BC
0
1
15
0
200
0
INTERNET
4.806532
other
1
1
0
7
0
0.9
0.589811
-1
167
30
0.003797
-1.110718
AB
927
11,475.875996
4,390.131473
4,390.625365
7
9
CB
115
0
BC
1
1
1
1
2,000
1
INTERNET
17.609796
macintosh
0
1
0
7
0
0.9
0.738578
-1
44
20
0.023633
-1.458615
AC
494
1,644.061615
1,981.505369
3,189.583798
0
10
CA
99
1
BB
1
0
-1
0
200
0
INTERNET
4.452218
linux
1
1
0
7
0
0.7
0.647621
-1
67
50
0.037043
-1.453621
AB
1,250
2,356.985193
2,340.022332
3,134.215183
20
4
CB
114
0
BB
1
1
28
0
200
0
INTERNET
2.333649
other
1
1
0
7
0
0.9
0.542333
59
9
20
0.013222
-0.934668
AC
2,075
4,670.313706
3,975.255221
5,327.850296
0
17
CB
121
0
BC
0
1
-1
0
200
0
INTERNET
49.945403
windows
1
1
0
7
0
0.9
0.022323
42
2
30
0.000878
-0.985312
AC
608
1,330.441807
2,358.547112
3,162.039913
14
6
CA
76
0
BC
0
1
30
1
200
0
INTERNET
1.178083
other
1
1
0
7
0
0.7
0.822709
-1
185
50
0.010933
31.573622
AA
1,670
3,029.058225
2,790.145056
3,092.086547
1
8
CA
215
1
BA
1
1
2
1
500
0
INTERNET
8.698577
macintosh
0
1
0
7
0
0.9
0.99387
37
9
50
0.019015
4.794807
AA
655
3,844.497539
2,222.884922
3,093.965484
11
3
CA
220
1
BC
0
1
1
1
500
0
INTERNET
2.577173
linux
1
1
0
7
0
0.6
0.078175
-1
43
30
0.022245
-1.163762
AB
1,084
2,798.395945
2,431.606614
3,072.079477
3
8
CA
160
1
BB
0
1
1
0
1,000
0
INTERNET
1.863237
other
0
1
0
7
0
0.9
0.280687
-1
33
20
0.027163
-1.42108
AB
142
3,911.456195
2,511.200798
3,098.936057
14
11
CA
106
1
BC
1
1
1
0
200
0
INTERNET
0.755655
windows
1
1
0
7
0
0.8
0.757321
-1
36
30
0.004372
45.593316
AA
896
3,727.731686
3,241.837318
5,285.64489
13
12
CA
60
1
BE
0
1
1
0
200
1
INTERNET
6.386641
linux
1
1
0
7
0
0.9
0.161714
-1
38
20
0.022201
17.402023
AA
1,070
1,439.092567
2,254.745882
3,115.568702
6
5
CA
137
0
BD
0
1
1
1
200
0
INTERNET
1.814333
linux
1
1
0
7
0
0.5
0.50254
269
3
30
0.008306
-0.579248
AB
903
1,006.542903
2,867.20441
3,055.066917
12
5
CA
106
0
BC
0
1
1
0
200
0
INTERNET
6.59452
other
1
1
0
7
0
0.7
0.488774
-1
106
30
0.024589
42.999879
AD
728
5,423.911991
6,076.628866
3,147.104226
3
9
CB
124
1
BB
0
1
28
1
200
0
INTERNET
4.717461
other
1
1
0
7
0
0.1
0.170883
-1
29
30
0.006004
-1.069049
AB
2,410
2,566.992671
2,355.559982
3,299.625674
17
5
CA
116
0
BB
0
1
21
0
200
0
INTERNET
5.226787
linux
1
1
0
7
0
0.1
0.40257
-1
183
50
0.018541
-0.890591
AD
739
672.410432
3,482.707606
5,102.328319
184
4
CB
228
0
BA
0
1
10
0
1,900
0
INTERNET
4.363549
windows
1
1
0
7
0
0.4
0.895842
-1
204
20
0.036187
-0.565332
AC
1,244
5,555.784562
3,468.743946
3,677.468356
2
9
CA
201
1
BE
0
1
28
0
500
0
INTERNET
7.261883
other
0
1
0
7
0
0.8
0.874573
-1
106
30
0.010108
-1.591524
AC
829
3,311.162956
2,979.864295
3,083.633468
5
5
CA
126
0
BB
1
1
-1
0
200
0
INTERNET
1.705166
other
1
1
0
7
0
0.4
0.621626
56
18
20
0.005426
-0.639338
AD
563
7,028.098506
5,904.095601
3,169.222736
12
4
CB
94
0
BE
0
1
28
0
200
0
INTERNET
1.664784
macintosh
0
1
0
7
0
0.3
0.458127
29
15
30
0.001229
43.8296
AA
1,232
2,872.908659
3,232.190794
3,149.195327
14
7
CA
112
0
BC
0
1
28
1
200
0
INTERNET
4.277594
other
1
1
0
7
0
0.9
0.836219
-1
45
30
0.013852
-0.659575
AB
446
1,722.447148
3,461.239284
3,151.097232
3
9
CA
132
1
BB
1
1
1
1
200
0
INTERNET
0.999081
other
1
1
0
7
0
0.9
0.380682
-1
35
20
0.003561
26.604632
AA
709
4,737.855427
7,052.313419
3,095.281082
13
9
CA
59
0
BE
0
1
15
0
200
0
INTERNET
13.893899
other
1
1
0
7
0
0.9
0.371584
-1
42
40
0.020332
-0.916339
AB
1,213
2,481.83186
3,184.62003
3,092.595445
8
9
CD
91
1
BB
1
1
1
0
200
0
INTERNET
1.84417
linux
1
1
0
7
0
0.3
0.391363
-1
98
30
0.014851
-1.170613
AB
848
5,090.463318
7,214.744307
3,129.225183
13
12
CD
88
1
BB
0
1
15
0
200
0
INTERNET
5.555402
linux
1
1
0
7
0
0.6
0.174665
30
28
30
0.004129
-1.078636
AB
1,610
2,414.004641
2,147.223044
3,122.36626
269
21
CA
103
1
BC
1
1
28
0
200
0
INTERNET
3.529445
other
1
1
0
7
0
0.9
0.532733
-1
90
30
0.021769
46.854656
AA
825
3,744.539692
2,614.240054
3,126.239291
427
7
CA
161
0
BA
0
1
1
1
500
0
INTERNET
8.731011
other
0
1
0
7
0
0.6
0.994893
-1
34
40
0.029139
-0.804049
AB
837
3,103.594036
2,147.230786
3,115.934869
2
5
CA
146
1
BB
1
1
6
0
500
0
INTERNET
0.493412
macintosh
1
1
0
7
0
0.7
0.422434
43
12
30
0.004114
-0.945396
AC
348
4,317.704227
3,580.69589
3,124.190657
1
9
CA
97
0
BC
1
1
-1
0
200
0
INTERNET
0.116798
linux
1
1
0
7
0
0.9
0.996939
-1
223
40
0.009642
-0.388638
AB
912
3,891.411555
3,054.765185
3,134.151604
9
4
CB
91
0
BB
1
1
1
1
500
0
INTERNET
4.93078
linux
1
1
0
7
0
0.7
0.389713
-1
28
30
0.007014
-0.702175
AB
300
2,670.097686
3,068.74015
3,181.200609
15
11
CA
202
0
BA
1
1
1
0
490
0
INTERNET
2.337689
windows
1
1
0
7
0
0.7
0.672007
-1
11
40
0.035757
-1.00199
AC
732
1,374.262742
3,440.323824
3,109.698828
0
4
CA
207
0
BA
1
1
-1
0
1,000
0
INTERNET
1.120195
other
1
1
0
7