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
0.2
0.558525
-1
101
40
1.209724
-0.836546
AB
1,711
7,928.086215
4,739.652945
4,200.559456
34
8
CA
161
0
BB
1
1
26
1
200
0
INTERNET
13.848378
windows
0
1
0
4
0
0.8
0.709684
-1
264
10
0.010169
-0.584216
AD
1,718
3,692.065904
5,618.42431
5,059.385226
18
9
CA
88
0
BB
0
1
29
0
200
0
INTERNET
6.447485
linux
1
1
0
4
0
0.8
0.875802
9
6
40
0.011139
-0.600566
AC
2,520
10,348.645695
6,777.824223
5,019.709332
1
7
CA
150
1
BC
1
1
-1
0
500
0
INTERNET
13.710163
linux
0
1
0
4
0
0.8
0.887203
-1
55
30
0.021597
-0.800026
AC
2,604
6,026.454796
4,821.056275
5,369.327059
0
19
CF
103
0
BB
1
1
-1
1
200
0
INTERNET
4.409478
other
1
1
0
4
0
0.4
0.133686
-1
35
50
0.329709
-0.813744
AB
1,314
7,941.809394
5,745.081496
6,674.876715
32
5
CC
10
1
BB
1
0
28
0
200
0
INTERNET
23.452161
windows
0
1
0
4
0
0.9
0.18913
-1
200
20
0.027671
-0.671792
AC
730
9,436.231169
4,668.381308
4,362.201227
1
13
CA
132
1
BD
0
1
-1
0
500
0
INTERNET
2.385559
linux
1
1
0
4
0
0.8
0.523416
-1
38
50
0.024091
-0.449149
AA
1,042
1,617.945418
2,597.543577
4,429.020069
2
9
CA
71
1
BB
1
1
2
0
200
0
INTERNET
3.302708
windows
1
1
0
4
0
0.7
0.615869
-1
25
30
0.007629
-0.876241
AC
1,204
5,232.456963
2,700.520383
4,367.468487
0
15
CA
116
0
BA
1
1
-1
0
200
0
INTERNET
2.050292
windows
1
1
0
4
0
0.8
0.228178
-1
21
20
1.399872
-0.769828
AC
1,439
6,190.608155
5,753.645439
5,090.3712
1
14
CA
161
1
BC
0
1
31
0
500
0
INTERNET
3.105365
windows
0
1
0
4
0
0.4
0.531905
-1
50
40
0.021501
-1.027159
AB
3,127
5,441.287651
3,531.007065
4,219.129412
34
4
CF
209
0
BC
1
1
15
1
1,500
0
INTERNET
4.35855
windows
0
1
0
4
0
0.6
0.860945
-1
29
50
0.019209
12.868578
AA
1,453
5,576.601606
5,271.550271
4,371.740514
17
5
CA
209
0
BC
0
1
31
1
1,500
0
INTERNET
2.682022
macintosh
1
1
0
4
0
0.6
0.291204
-1
202
40
0.017321
-1.050105
AC
684
9,026.985473
4,495.251262
4,940.668398
1
6
CA
169
0
BA
1
0
-1
1
1,500
0
INTERNET
1.990245
linux
0
1
0
4
0
0.9
0.707775
-1
84
60
0.041459
-1.313048
AC
950
5,482.58637
4,590.784698
4,412.230466
2
6
CA
74
0
BB
0
1
-1
0
200
0
INTERNET
1.411148
linux
0
1
0
4
0
0.6
0.719431
-1
72
30
0.00567
49.242052
AA
1,818
5,384.253241
3,037.104271
3,333.037532
13
6
CD
199
0
BB
0
1
15
0
500
0
INTERNET
5.919979
other
0
1
0
4
0
0.9
0.136805
-1
124
50
0.00559
-0.829443
AB
3,299
7,159.361061
4,479.763662
4,500.492089
8
7
CA
117
1
BA
0
1
15
1
200
0
INTERNET
6.31719
macintosh
1
1
0
4
0
0.7
0.243656
108
12
30
0.030645
19.307426
AD
411
1,753.660576
3,050.348769
4,235.624428
404
11
CA
133
1
BB
0
1
28
0
200
0
INTERNET
10.124808
linux
0
1
0
4
0
0.8
0.199234
-1
239
40
0.005174
31.119049
AA
3,262
5,936.44859
5,426.163079
4,187.828078
1,201
4
CA
233
0
BA
0
1
26
0
200
0
INTERNET
1.724888
other
0
1
0
4
0
0.8
0.734235
-1
50
20
0.000021
-0.892574
AC
1,293
10,391.484438
5,270.241301
5,057.234129
0
19
CA
106
1
BB
0
1
-1
1
200
0
INTERNET
4.14019
windows
0
1
0
4
0
0.7
0.516829
-1
185
30
0.022376
51.567485
AA
1,140
3,148.907332
3,533.533251
4,980.258763
1,287
6
CB
223
0
BE
1
1
26
1
1,500
0
INTERNET
3.873389
other
0
1
0
4
0
0.8
0.240183
-1
26
30
0.014223
-0.831851
AB
1,931
1,724.663411
3,083.407915
4,092.418227
788
7
CB
145
0
BD
1
1
6
0
200
0
INTERNET
2.209931
macintosh
1
1
0
4
0
0.1
0.177373
-1
214
40
0.01046
-1.378196
AC
2,659
5,400.660043
4,247.548599
5,006.011456
1
3
CC
36
0
BC
1
0
-1
0
200
0
INTERNET
4.870695
windows
0
2
0
4
0
0.2
0.878694
-1
154
20
0.024582
-0.834089
AB
959
7,798.290836
5,251.295321
4,962.629059
11
5
CA
96
0
BE
0
1
15
0
200
0
INTERNET
1.878175
windows
0
1
0
4
0
0.2
0.919549
48
10
20
0.019785
-0.924023
AB
1,566
7,718.913036
6,586.346413
4,961.157543
427
15
CA
109
1
BE
1
1
1
0
200
0
INTERNET
1.024047
linux
1
1
0
4
0
0.8
0.861096
-1
217
10
0.002942
-0.697621
AB
839
6,760.297676
3,909.951951
5,122.777
1,995
6
CA
136
0
BE
1
1
1
1
500
0
INTERNET
1.971134
other
0
1
0
4
0
0.9
0.222996
-1
42
30
0.017292
37.504313
AD
640
2,143.344313
2,231.885078
4,094.807667
9
8
CA
136
1
BC
1
1
25
0
500
0
INTERNET
7.647549
windows
1
1
0
4
0
0.9
0.889566
-1
36
40
0.002066
24.564332
AA
1,512
3,264.992791
5,729.103146
5,002.549489
20
6
CE
124
1
BC
0
1
1
1
200
0
INTERNET
4.93091
linux
0
1
0
4
0
0.6
0.171164
-1
112
30
0.002118
28.819517
AA
3,758
5,653.834344
4,488.591453
4,406.257031
1
13
CE
93
1
BE
0
1
21
0
500
0
INTERNET
5.956699
other
1
1
0
4
0
0.4
0.82643
-1
100
30
0.009444
7.933213
AA
2,058
7,427.893029
4,938.512278
4,973.021503
3
9
CA
149
0
BC
1
1
21
1
500
0
INTERNET
1.801568
linux
0
1
0
4
0
0.4
0.918095
-1
165
50
0.02392
-1.458687
AB
1,287
5,633.08969
6,117.565678
5,060.285305
1
3
CA
94
1
BB
1
1
31
0
200
0
INTERNET
2.850051
linux
0
1
0
4
0
0.8
0.715534
52
205
30
0.024858
-1.477324
AB
1,686
5,445.212901
3,622.664073
4,419.537942
17
7
CA
270
0
BA
0
0
5
0
200
0
INTERNET
1.746001
other
1
1
0
4
0
0.8
0.90444
-1
124
20
0.037056
-0.912076
AB
2,715
3,470.309224
3,665.40152
4,505.479684
2
13
CA
105
0
BB
0
1
15
0
200
0
INTERNET
1.996485
other
0
1
0
4
0
0.1
0.823976
-1
173
20
0.009488
-0.63891
AD
1,902
12,414.537335
5,415.831019
5,038.857911
9
9
CA
224
1
BE
0
1
11
0
1,000
0
INTERNET
8.325885
windows
0
1
0
4
0
0.4
0.848589
-1
59
20
0.031474
-1.64458
AC
1,952
7,771.982239
5,096.273202
4,219.725944
1
14
CA
129
0
BC
0
1
-1
0
200
0
INTERNET
11.374269
other
0
1
0
4
0
0.4
0.052104
-1
58
30
0.032821
-1.281202
AB
1,486
3,909.249946
4,905.939553
5,042.542435
575
4
CA
76
0
BB
1
1
30
0
200
0
INTERNET
2.719879
windows
1
1
0
4
0
0.3
0.739303
29
9
40
0.03826
-0.794435
AB
468
6,196.608847
4,945.410372
4,170.930899
17
8
CA
128
0
BD
0
1
5
0
200
0
INTERNET
6.356462
windows
0
1
0
4
0
0.8
0.201491
-1
192
50
0.023122
-0.736627
AC
1,245
2,913.067595
4,538.596906
4,291.340794
0
7
CA
227
0
BA
0
1
-1
0
2,000
0
INTERNET
6.342952
linux
0
1
0
4
0
0.9
0.987546
-1
54
40
0.008029
-1.301962
AB
656
3,590.433569
4,445.653849
5,053.221712
1,982
7
CA
130
0
BA
0
1
1
0
200
0
INTERNET
7.873003
linux
0
1
0
4
0
0.7
0.874058
-1
112
30
0.042053
-1.324756
AC
512
9,211.588349
6,043.733481
4,853.936502
1
10
CA
154
1
BB
1
0
-1
1
1,000
0
INTERNET
0.989088
other
0
1
0
4
0
0.9
0.879939
-1
175
50
0.014891
0.019186
AB
1,415
6,382.956129
3,201.703885
4,373.050407
1
8
CB
212
0
BA
1
1
28
0
1,500
0
INTERNET
3.427833
linux
1
1
0
4
0
0.9
0.861119
23
30
30
0.002113
-0.565518
AB
1,097
8,006.625306
3,202.598659
4,743.209011
5
15
CA
101
1
BC
0
1
1
1
200
0
INTERNET
5.239928
macintosh
0
1
0
4
0
0.8
0.497089
-1
99
40
0.00334
-0.566802
AC
1,239
7,626.410683
5,028.206426
5,231.634854
0
6
CA
90
0
BB
1
0
-1
0
200
0
INTERNET
2.863592
linux
0
1
0
4
0
0.8
0.265627
-1
251
40
0.02823
-0.546843
AB
567
9,604.28811
4,632.311829
4,960.169931
4
5
CA
177
1
BA
1
0
1
0
1,500
0
INTERNET
3.12875
linux
1
1
0
4
0
0.1
0.649706
-1
48
30
0.038103
105.842061
AB
1,966
4,599.903598
4,927.49182
4,947.991494
1,393
12
CA
74
0
BA
0
1
1
1
200
0
INTERNET
3.705103
other
0
1
0
4
0
0.2
0.166961
-1
44
30
0.039323
-1.478785
AB
3,129
6,292.131596
5,140.629356
4,868.737135
13
8
CA
120
0
BC
1
1
20
0
200
0
INTERNET
1.308463
windows
1
1
0
4
0
0.8
0.490083
-1
47
50
3.409358
-1.006024
AC
1,372
7,465.13262
6,402.575844
4,993.428835
0
4
CA
115
0
BB
0
1
-1
0
200
0
INTERNET
5.486977
windows
0
1
0
4
0
0.9
0.484152
79
3
40
0.001045
-1.146939
AC
652
6,628.423264
4,025.296314
4,694.540903
0
8
CA
106
1
BC
0
1
-1
1
200
0
INTERNET
1.697644
macintosh
1
1
0
4
0
0.1
0.67791
-1
92
30
0.009619
-0.405643
AB
2,656
3,031.986831
4,056.870105
5,081.522098
213
10
CA
173
0
BC
0
1
1
0
1,000
0
INTERNET
9.756723
linux
1
1
0
4
0
0.8
0.137274
-1
20
40
0.010005
-1.215033
AD
1,354
3,377.388958
5,565.252181
4,849.010357
1,766
6
CA
209
1
BC
0
1
5
1
1,500
0
INTERNET
10.610551
linux
0
1
0
4
0
0.8
0.382227
-1
125
30
0.007614
-1.316113
AC
622
8,359.30386
4,391.703107
4,745.366909
0
9
CA
184
0
BA
1
1
-1
1
500
0
INTERNET
1.250672
macintosh
0
1
0
4
0
0.6
0.923787
-1
25
20
0.020029
-1.350358
AB
1,511
4,426.364039
4,894.886753
4,930.851179
9
11
CA
112
0
BC
0
1
1
1
200
0
INTERNET
13.7888
linux
1
1
0
4
0
0.8
0.614203
-1
34
40
0.016136
-1.423485
AB
1,521
4,789.028828
5,005.528512
4,442.901515
2,116
13
CA
118
0
BB
0
1
31
0
200
0
INTERNET
2.243531
other
1
1
0
4
0
0.6
0.194741
-1
177
60
0.011064
9.043712
AA
1,765
4,568.144214
3,203.38485
5,115.626251
5
8
CC
99
1
BC
1
0
28
0
200
0
INTERNET
3.894642
linux
1
1
0
4
0
0.3
0.122698
12
40
40
0.030591
-0.808817
AC
1,458
5,343.083542
3,405.994736
4,858.13606
1
11
CA
50
0
BB
0
1
-1
0
200
0
INTERNET
4.854919
linux
1
1
0
4
0
0.5
0.722276
-1
181
40
0.029807
-1.324871
AD
2,297
5,646.116529
3,675.854495
4,717.879285
15
5
CF
108
1
BC
1
0
1
0
200
0
INTERNET
3.752614
linux
1
1
0
4
0
0.4
0.62539
-1
145
40
0.017503
34.859017
AB
1,249
5,453.200582
3,535.446611
4,366.977381
8
8
CA
159
0
BA
1
1
15
0
500
0
INTERNET
2.585225
windows
0
1
0
4
0
0.2
0.217093
-1
87
50
0.038785
-1.756565
AB
1,090
7,738.0144
4,256.265853
4,308.977099
316
3
CF
184
1
BB
1
0
1
0
500
0
INTERNET
4.972732
linux
0
1
0
4
0
0.6
0.854403
-1
313
20
0.015154
-0.094398
AB
1,258
8,184.232378
5,212.944869
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0.7
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0.011531
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12
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30
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24
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12
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50
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CC
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BB
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30
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18
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66
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BC
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20
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18
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3
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BB
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510
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1
BC
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78
1
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115
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106
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25
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200
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11
20
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7,324.657025
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18
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200
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