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
0.9
0.336504
24
16
30
0.010286
-0.448418
AC
2,278
1,238.711524
3,084.705954
4,757.230378
1
9
CA
253
0
BC
0
1
-1
1
1,500
0
INTERNET
7.32443
other
0
1
0
4
0
0.3
0.420268
-1
41
40
0.003515
-1.324533
AC
896
6,298.903545
4,788.396012
5,103.043329
0
3
CA
115
1
BB
0
1
-1
0
200
0
INTERNET
5.215535
linux
0
1
0
4
0
0.9
0.302145
-1
163
60
0.007977
-0.54063
AB
973
6,526.045802
3,058.245969
4,955.333703
2,171
8
CA
212
0
BA
0
1
1
1
1,500
0
INTERNET
5.554566
other
1
1
0
4
0
0.9
0.818604
-1
302
20
9.840002
-0.633798
AC
1,598
4,721.707292
5,599.563018
4,825.07192
0
7
CA
138
0
BE
0
1
-1
0
200
0
INTERNET
3.829726
macintosh
1
1
0
4
0
0.1
0.903997
-1
119
50
0.015325
-1.267549
AB
1,328
5,716.174464
4,867.261757
4,948.634347
0
6
CA
95
0
BA
1
1
1
0
200
0
INTERNET
3.623674
other
0
1
0
4
0
0.4
0.847296
-1
191
20
0.030186
-1.256588
AB
739
6,666.130395
5,230.023265
4,320.222369
15
16
CE
49
1
BE
1
1
31
0
200
0
INTERNET
5.114244
windows
0
1
0
4
0
0.4
0.601259
-1
388
30
0.003702
41.64537
AA
1,654
4,583.020289
4,067.063298
4,527.383865
2
4
CB
98
0
BE
1
1
28
1
200
0
INTERNET
3.05198
linux
0
1
0
4
0
0.8
0.691307
-1
153
40
0.025927
49.904448
AA
3,031
1,684.10968
4,957.979302
5,036.915312
2
15
CA
217
1
BA
0
1
26
0
1,000
0
INTERNET
2.198483
other
0
1
0
4
0
0.6
0.284132
31
5
30
0.001357
31.986554
AA
330
2,587.951774
2,939.922258
4,358.869819
2
9
CA
50
0
BC
0
1
4
1
200
0
INTERNET
1.624424
windows
1
1
0
4
0
0.5
0.455022
-1
90
30
2.407323
34.472043
AA
959
6,147.548517
5,374.79452
4,407.433374
1
3
CA
-41
0
BE
0
1
31
0
200
0
INTERNET
20.818595
linux
0
1
0
4
0
0.1
0.912124
-1
44
40
0.004904
-1.633226
AC
1,976
1,329.874577
3,266.72303
4,860.56923
0
12
CA
163
0
BB
0
1
-1
0
500
0
INTERNET
53.164468
linux
1
1
0
4
0
0.9
0.353306
-1
68
40
0.004593
-0.878785
AC
937
2,704.559325
4,425.304031
4,909.127754
1
10
CA
250
1
BA
0
1
-1
1
1,500
0
INTERNET
3.456727
linux
0
1
0
4
0
0.9
0.639496
-1
169
40
0.014916
50.224249
AA
496
8,776.188884
2,687.295137
5,071.80514
45
8
CA
89
1
BC
0
1
16
0
1,000
0
INTERNET
5.919831
macintosh
0
1
0
4
0
0.9
0.616391
-1
113
20
0.024095
-0.961599
AB
1,349
8,002.151998
5,490.011712
4,200.008385
36
10
CA
111
0
BC
0
1
1
0
200
0
INTERNET
6.118895
other
0
1
0
4
0
0.1
0.252809
-1
131
20
0.018443
-0.187223
AC
94
5,512.763984
4,005.25974
4,921.870554
1
13
CA
59
0
BE
0
1
-1
0
200
0
INTERNET
2.500284
linux
0
1
0
4
0
0.4
0.898119
-1
63
10
0.824821
-0.237577
AC
877
5,520.77814
4,656.155168
4,822.820493
1
6
CA
91
0
BC
0
1
-1
0
200
0
INTERNET
2.84006
other
0
1
0
4
0
0.9
0.989309
14
146
20
0.019221
-0.749973
AB
1,009
5,300.124218
3,198.190757
4,295.762865
683
10
CB
249
0
BD
0
1
1
0
2,000
0
INTERNET
8.347475
other
0
1
0
4
0
0.2
0.229331
-1
327
50
0.006165
101.265237
AA
2,336
5,757.150114
6,507.991388
4,270.333144
0
2
CA
187
1
BE
1
0
28
0
1,000
0
INTERNET
5.734678
windows
1
1
0
4
0
0.4
0.424292
24
36
40
0.000096
-1.255052
AB
1,226
3,489.985089
3,447.212409
4,301.412712
287
4
CA
203
0
BC
1
1
10
1
1,500
0
INTERNET
4.200787
linux
1
1
0
4
0
0.6
0.731487
28
44
40
0.005822
-1.528781
AC
3,115
978.816578
5,195.40169
4,965.956937
1
7
CA
192
0
BC
0
1
-1
1
1,000
0
INTERNET
3.787879
linux
1
1
0
4
0
0.1
0.742143
-1
31
20
0.007392
-0.768279
AB
5,194
7,433.552886
7,426.04039
4,904.11524
15
18
CA
111
1
BC
0
1
10
0
200
0
INTERNET
39.322488
other
0
1
0
4
0
0.1
0.798534
-1
7
30
0.026896
-1.292321
AB
1,305
4,935.566398
3,024.086857
4,328.500563
3
8
CA
219
1
BC
0
1
4
0
1,500
0
INTERNET
2.133093
linux
0
1
0
4
0
0.9
0.630186
-1
199
20
0.019705
-0.997416
AD
914
711.310091
5,211.644353
5,000.696797
1,683
20
CA
161
0
BC
0
1
1
0
200
0
INTERNET
3.872939
other
1
1
0
4
0
0.5
0.156887
295
21
40
0.029482
48.796264
AA
1,182
7,002.055608
5,127.548539
5,068.783434
38
7
CA
140
0
BA
0
1
31
1
200
0
INTERNET
15.806424
other
0
1
0
4
0
0.8
0.792732
-1
47
20
0.012935
-0.767715
AD
768
4,844.73673
3,294.817168
4,659.515071
3
24
CA
109
1
BB
0
1
20
0
200
0
INTERNET
1.859278
other
0
1
0
4
0
0.2
0.110069
-1
128
40
0.000182
-0.539899
AC
421
4,307.262642
4,508.752343
4,180.76256
0
6
CA
241
0
BC
1
1
-1
1
1,500
0
INTERNET
6.435477
windows
0
1
0
4
0
0.9
0.194796
146
9
30
0.017995
-1.033941
AC
1,206
4,361.981913
2,949.375145
4,254.799978
9
11
CA
128
0
BB
1
1
-1
1
200
0
INTERNET
1.876279
linux
0
1
0
4
0
0.1
0.28072
-1
46
50
0.000471
-0.641883
AB
518
3,308.902692
3,199.316688
4,297.376394
1,922
6
CE
149
1
BE
1
1
1
1
200
0
INTERNET
8.910928
windows
1
1
0
4
0
0.9
0.591311
-1
55
30
0.023307
17.318288
AA
2,439
8,129.173996
3,683.771745
4,326.094338
1,397
15
CA
95
1
BC
0
1
1
0
200
0
INTERNET
4.432533
other
1
1
0
4
0
0.9
0.198889
-1
332
50
0.015413
-1.103548
AC
1,193
6,649.829089
4,749.802178
4,379.464981
1
3
CC
68
0
BB
1
0
-1
0
200
0
INTERNET
10.440573
linux
1
1
0
4
0
0.7
0.64964
33
2
20
0.000518
-0.544045
AA
3,127
7,145.327664
5,502.594913
4,676.644695
1,343
21
CA
145
0
BC
0
1
21
0
200
0
INTERNET
5.613656
other
0
1
0
4
0
0.9
0.295848
-1
143
40
0.011192
-1.113686
AB
3,269
3,305.915251
3,798.460315
5,119.222462
44
4
CA
246
1
BA
1
1
31
0
1,500
0
INTERNET
3.841298
windows
0
1
0
4
0
0.8
0.865479
-1
104
30
0.031965
-1.196302
AB
1,125
3,464.579187
3,510.342201
4,851.292295
11
8
CA
95
0
BB
1
0
28
0
500
0
INTERNET
1.600682
other
1
1
0
4
0
0.1
0.731429
29
6
30
0.026748
-1.230206
AC
1,814
1,007.115825
2,469.002897
4,108.486594
6
11
CA
99
1
BC
0
1
-1
0
500
0
INTERNET
4.416329
linux
1
1
0
4
0
0.4
0.349599
-1
153
40
0.022696
27.500857
AA
453
3,252.116744
3,660.69223
3,932.41949
482
15
CB
175
1
BC
1
1
11
0
200
0
INTERNET
4.958015
other
1
1
0
4
0
0.5
0.851039
11
7
40
0.011361
-0.903822
AC
488
5,677.346428
4,213.137652
4,204.91892
0
9
CA
129
1
BC
0
1
-1
0
200
0
TELEAPP
18.392045
windows
0
1
0
4
0
0.7
0.56427
114
9
40
0.018298
-1.334148
AC
4,609
5,105.822443
3,098.40496
5,188.80111
1
7
CA
171
1
BC
0
1
-1
1
500
0
INTERNET
5.639028
macintosh
1
1
0
4
0
0.9
0.170635
-1
184
40
0.018397
45.326718
AA
1,323
5,003.592735
4,477.257602
5,125.343983
2
9
CA
245
1
BA
0
1
31
1
500
0
INTERNET
3.707106
windows
0
1
0
4
0
0.1
0.880862
28
8
20
2.428236
-0.952149
AC
651
8,190.001461
7,242.517392
5,030.971305
2
5
CA
151
0
BB
1
1
-1
0
200
0
INTERNET
16.020073
windows
1
1
0
4
0
0.7
0.052599
9
0
50
0.004618
-1.236744
AB
1,442
8,151.963912
6,051.380907
4,387.292765
31
9
CA
126
1
BC
0
1
1
0
500
0
INTERNET
20.859241
windows
0
1
0
4
0
0.5
0.571617
-1
253
60
0.012655
-1.016251
AC
1,135
5,819.250665
5,159.990647
4,803.569913
2
1
CC
105
1
BB
1
0
-1
0
200
0
INTERNET
0.965901
windows
1
1
0
4
0
0.9
0.199519
-1
54
30
0.034164
17.852455
AA
241
7,493.093032
4,626.561249
4,227.927637
2
13
CA
201
0
BE
1
1
25
0
200
0
INTERNET
8.706656
other
1
1
0
4
0
0.9
0.912965
-1
113
60
0.002854
-0.979318
AB
519
5,330.698549
3,581.455611
4,270.757322
9
10
CB
275
1
BA
1
0
15
0
1,500
0
INTERNET
5.161791
macintosh
0
1
0
4
0
0.2
0.07168
-1
35
20
0.016419
-1.240475
AD
2,246
8,304.780988
5,032.717312
4,735.326758
1,883
10
CA
104
1
BC
0
1
1
0
200
0
INTERNET
21.562257
linux
0
1
0
4
0
0.9
0.154742
-1
180
20
0.017126
-0.894247
AD
1,823
3,536.100733
5,214.339343
5,014.325697
16
13
CA
114
1
BE
0
0
1
0
200
0
INTERNET
1.76572
macintosh
1
1
0
4
0
0.7
0.757545
-1
33
30
0.024395
-1.624455
AB
418
6,838.575157
4,054.278691
4,842.510835
33
9
CA
83
1
BC
0
1
11
0
200
0
INTERNET
3.088119
other
1
1
0
4
0
0.1
0.876681
29
5
10
0.008825
-0.958495
AC
3,128
3,511.005641
4,162.136382
4,465.231885
1
10
CA
122
1
BC
1
1
-1
0
1,000
0
INTERNET
8.897129
linux
0
1
0
4
0
0.8
0.852469
33
4
20
0.021289
-1.509912
AB
1,374
9,037.232266
6,013.562047
5,037.144959
6
8
CA
124
1
BB
0
1
1
0
200
0
INTERNET
2.051606
linux
0
1
0
4
0
0.8
0.853741
13
13
30
16.867227
-0.865372
AC
706
7,210.835585
5,624.691765
4,838.081115
0
10
CF
134
1
BB
0
1
-1
0
200
0
INTERNET
2.286378
windows
1
1
0
4
0
0.9
0.876141
-1
46
40
0.002042
-0.457841
AB
1,078
3,231.745244
8,555.730386
4,782.380448
33
12
CA
118
1
BC
0
1
1
0
200
0
INTERNET
14.560419
other
1
1
0
4
0
0.9
0.400763
-1
40
30
0.017245
15.934266
AA
1,659
824.213966
4,340.389072
4,780.095149
1,261
11
CB
217
0
BC
0
1
11
1
1,500
0
INTERNET
0.614889
other
1
1
0
4
0
0.7
0.801779
-1
55
50
0.006564
49.105924
AA
1,494
3,730.162456
5,558.065046
4,356.888849
3
4
CA
133
1
BC
1
1
20
0
500
0
INTERNET
4.995357
other
0
1
0
4
0
0.1
0.649551
-1
76
30
0.001139
-1.637066
AB
1,770
5,646.888606
3,359.481374
4,138.960439
9
11
CB
186
0
BD
0
1
15
0
500
0
INTERNET
4.927459
windows
1
1
0
4
0
0.6
0.268892
37
11
30
0.006754
-1.213168
AC
1,703
3,340.178143
6,080.362081
4,864.042778
0
8
CA
186
1
BB
0
1
-1
0
1,000
0
INTERNET
27.789452
windows
0
1
0
4
0
0.2
0.321426
51
156
30
0.016272
7.530204
AA
1,240
1,416.94371
3,277.191486
4,356.229169
7
16
CB
131
0
BC
0
1
1
1
500
0
INTERNET
2.97975
linux
0
1
0
4
0
0.9
0.141122
28
14
30
0.00998
-0.813375
AB
617
3,572.691218
6,846.255584
4,347.589422
9
11
CA
107
1
BB
0
1
1
0
500
0
INTERNET
2.158384
linux
0
1
0
4
0
0.7
0.416575
-1
41
30
0.005682
-1.44237
AB
1,868
5,084.447087
4,414.176192
4,753.041477
16
13
CA
180
1
BB
0
1
25
0
1,500
0
INTERNET
0.859373
other
1
1
0
4
0
0.3
0.995841
-1
92
40
0.017735
-0.749649
AC
748
5,693.484207
3,266.485992
3,876.135832
1
10
CA
75
0
BB
1
0
-1
1
200
0
INTERNET
4.073784
linux
1
1
0
4
0
0.5
0.697151
-1
111
30
0.012701
-1.121335
AD
3,645
1,703.607683
4,692.226428
4,711.878092
1,594
8
CA
76
1
BC
0
1
6
0
500
0
INTERNET
3.382324
windows
0
1
0
4
0
0.8
0.120554
-1
168
50
0.012477
-1.127835
AB
2,776
7,245.540283
4,613.173133
4,367.80138
37
11
CB
95
0
BE
1
1
30
0
200
0
INTERNET
1.375895
windows
0
1
0
4
0
0.5
0.819762
157
7
30
0.003748
-0.892823
AB
681
1,689.090395
4,998.895916
4,987.925042
1
11
CA
242
1
BC
0
1
1
0
1,000
0
INTERNET
8.537632
other
1
1
0
4
0
0.1
0.169195
-1
44
30
0.013104
-0.990278
AC
280
5,587.479386
5,277.181487
4,579.389487
1
10
CA
153
1
BC
0
1
-1
1
200
0
INTERNET
0.855332
linux
0
1
0
4
0
0.8
0.156502
-1
51
30
0.038076
-1.587412
AB
1,057
3,937.418327
4,735.135782
4,998.438771
13
4
CA
167
0
BB
1
1
22
0
500
0
INTERNET
2.545132
other
0
1
0
4
0
0.9
0.442067
-1
113
50
0.004669
24.313818
AA
944
4,670.024768
4,102.816699
4,298.457412
0
8
CA
113
1
BA
0
1
11
1
200
0
INTERNET
5.199364
other
0
1
0
4
0
0.8
0.1342
-1
112
60
0.013039
-0.867693
AB
382
3,556.492817
4,005.599365
3,181.568478
1
4
CA
312
0
BA
0
1
1
1
1,000
0
INTERNET
2.312002
linux
0
1
0
4
0
0.3
0.214821
60
5
60
0.002063
-1.434889
AD
3,151
2,893.382262
2,468.483271
5,133.315724
3
1
CA
102
1
BB
1
0
11
0
200
0
INTERNET
26.776725
linux
0
1
0
4
0
0.1
0.224937
-1
189
30
0.031167
-0.582992
AB
1,114
5,607.420994
3,712.18825
4,469.966715
14
6
CA
74
0
BE
1
1
28
0
200
0
INTERNET
1.184412
windows
1
1
0
4
0
0.8
0.099349
28
-1
30
0.037893
-0.635385
AD
1,232
5,417.5787
3,229.200895
4,403.991101
2
20
CA
131
0
BC
0
1
1
0
200
0
INTERNET
15.951957
linux
0
1
0
4
0
0.7
0.890188
183
10
40
0.002275
-1.410094
AC
1,703
2,973.524631
4,286.085984
4,092.481375
0
10
CA
186
1
BA
0
1
-1
1
500
0
INTERNET
1.352303
other
0
1
0
4
0
0.8
0.798489
-1
40
30
0.01173
-1.466837
AC
766
6,134.376437
5,592.103662
4,363.659633
0
11
CB
197
0
BC
0
1
-1
0
200
0
INTERNET
8.55891
linux
1
1
0
4
0
0.8
0.808793
-1
192
50
0.026757
-1.587962
AD
1,179
6,814.852719
5,501.783683
5,082.564844
4
6
CA
148
0
BA
0
1
21
0
1,500
0
INTERNET
8.197933
windows
0
1
0
4
0
0.4
0.869781
-1
41
20
0.001259
-0.815104
AB
1,003
7,165.914755
3,357.42529
5,098.66102
15
11
CF
117
1
BB
0
1
3
0
200
0
INTERNET
1.929819
macintosh
0
1
0
4
0
0.9
0.185888
-1
141
50
0.004159
-1.276128
AC
3,231
6,229.519371
4,135.615809
5,012.748492
1
8
CF
169
0
BA
1
0
-1
0
500
0
INTERNET
1.943997
macintosh
0
1
0
4
0
0.4
0.797421
-1
53
20
0.006694
-1.607967
AA
1,210
3,779.720177
3,319.201485
4,891.873659
8
8
CA
140
0
BE
0
1
22
0
200
0
INTERNET
6.095939
macintosh
0
1
0
4
0
0.3
0.691505
32
-1
30
0.019902
-0.58945
AC
506
2,978.001077
4,840.755261
4,288.534985
0
15
CA
57
1
BC
0
1
-1
0
200
0
INTERNET
5.725139
linux
1
1
0
4
0
0.1
0.86442
-1
19
30
6.867313
-1.002546
AC
1,366
5,641.603417
6,438.279032
4,398.336861
0
13
CE
93
1
BE
0
1
-1
0
200
0
INTERNET
2.633113
windows
0
2
0
4
0
0.9
0.876327
331
10
50
0.00506
-0.806461
AB
740
2,736.822502
3,964.895653
4,895.847604
687
1
CA
63
0
BC
0
1
1
1
200
0
TELEAPP
2.657041
other
0
1
0
4
0
0.4
0.141903
-1
184
20
0.04058
-1.020569
AB
3,813
4,407.719016
4,047.898303
4,940.449825
7
22
CA
142
1
BE
1
1
28
0
500
0
INTERNET
9.517427
windows
0
1
0
4
0
0.4
0.419427
26
187
20
0.021455
-0.499995
AA
1,508
8,053.230957
2,751.775364
4,870.233791
2
10
CA
145
0
BE
1
1
28
0
200
0
INTERNET
1.365796
other
0
1
0
4
0
0.9
0.846027
-1
37
50
7.293988
-0.808696
AC
1,553
4,659.738637
3,669.506566
4,272.641007
2
9
CB
54
1
BA
0
1
-1
1
200
0
INTERNET
4.786296
linux
0
1
0
4
0
0.9
0.113501
-1
106
20
0.00281
-0.549552
AA
1,199
3,302.922552
4,016.882469
4,620.801672
1
7
CA
122
0
BC
0
1
28
0
200
0
INTERNET
11.211881
windows
0
2
0
4
0
0.6
0.840099
-1
101
30
0.027222
-1.088568
AB
1,022
7,668.626461
5,369.334226
4,283.958754
12
13
CD
246
1
BE
0
1
1
1
1,000
0
INTERNET
2.838755
linux
1
1
0
4
0
0.9
0.062137
-1
381
20
0.007459
-0.900316
AC
2,949
10,045.731428
3,063.208374
4,445.583145
1
10
CB
169
1
BA
0
0
-1
0
1,000
0
INTERNET
2.383132
other
0
1
0
4
0
0.6
0.355846
-1
57
20
0.028816
-0.794945
AB
829
1,222.610173
3,456.487752
4,364.871939
11
12
CA
168
1
BB
1
1
1
0
500
0
INTERNET
2.256694
windows
0
1
0
4
0
0.9
0.441509
98
17
40
0.010739
-0.653351
AC
1,031
5,423.450436
3,451.296586
4,289.236942
0
8
CA
116
0
BB
1
1
-1
0
500
0
INTERNET
9.258986
other
1
1
0
4
0
0.7
0.685139
33
15
30
0.036651
-1.430759
AB
392
6,170.836183
6,002.611843
4,652.558898
7
18
CB
72
1
BC
0
1
31
0
200
0
INTERNET
4.609647
other
0
1
0
4
0
0.1
0.903861
-1
312
40
0.02326
-1.575934
AD
781
5,505.588984
4,899.389111
4,329.948931
16
1
CA
133
0
BB
1
1
30
0
500
0
INTERNET
7.378615
windows
1
1
0
4
0
0.6
0.917877
-1
67
50
0.003833
-1.080492
AB
2,134
733.118899
5,107.259208
4,869.294207
494
11
CA
218
1
BB
0
1
10
0
500
0
INTERNET
3.651443
windows
0
1
0
4
0
0.3
0.175538
-1
179
20
0.016366
-0.780773
AB
1,001
7,302.259506
5,139.778302
4,346.452141
6
22
CF
60
0
BB
0
1
1
0
200
0
INTERNET
3.297485
linux
0
1
0
4
0
0.1
0.050262
35
14
40
0.0007
-0.972162
AD
1,920
6,935.941894
3,756.645768
4,346.040775
11
5
CA
13
1
BC
1
1
1
0
200
0
INTERNET
8.481155
linux
0
1
0
4
0
0.9
0.597719
-1
27
60
0.041313
-0.828349
AA
1,335
5,851.917835
5,292.864826
5,034.749889
42
1
CC
176
1
BB
1
0
5
0
500
0
INTERNET
19.139543
linux
1
1
0
4
0
0.8
0.336057
58
5
20
0.006067
-1.12404
AB
1,584
1,965.309016
2,535.524633
4,179.758775
13
23
CA
189
0
BB
1
1
1
0
200
0
INTERNET
2.611972
windows
0
1
0
4
0
0.7
0.127539
-1
32
50
0.026302
-1.657854
AB
1,800
2,026.28079
5,412.940234
4,263.701267
547
5
CC
144
0
BB
1
1
26
0
510
0
INTERNET
8.341897
linux
0
1
0
4
0
0.1
0.480516
-1
65
30
0.025402
-1.734988
AB
1,164
2,336.939563
4,827.689618
4,209.827628
18
10
CF
97
1
BB
0
1
5
0
200
0
INTERNET
2.137984
linux
0
1
0
4
0
0.6
0.169515
-1
177
30
0.010674
33.355228
AA
787
4,931.564284
5,449.649774
4,334.224105
15
4
CA
68
0
BC
1
1
1
1
200
0
INTERNET
2.695997
macintosh
0
1
0
4
0
0.1
0.656985
-1
22
20
0.012072
-0.81559
AD
1,272
2,677.587208
3,154.011675
4,209.710071
910
14
CF
164
1
BB
0
1
10
0
500
0
INTERNET
20.871108
linux
1
1
0
4
0
0.2
0.422929
24
13
20
0.000578
12.134912
AA
1,539
673.167666
2,885.88161
4,173.137296
17
10
CA
140
0
BC
0
1
29
0
200
0
INTERNET
9.0926
other
0
1
0
4
0
0.9
0.893581
-1
29
30
0.02176
-1.018886
AD
1,054
7,421.084167
4,700.107033
4,980.511844
13
26
CF
74
0
BB
1
0
10
0
200
0
INTERNET
8.842568
windows
1
1
0
4
0
0.9
0.8766
-1
300
40
0.006209
-0.698878
AC
1,364
4,176.0096
4,589.36719
5,135.616969
1
8
CA
99
0
BA
0
1
-1
0
200
0
INTERNET
9.604647
linux
0
2
0
4
0
0.9
0.424076
53
3
20
0.003105
-0.60182
AB
1,749
8,001.827168
5,588.256543
4,875.79272
22
14
CA
114
0
BC
0
1
29
0
200
0
INTERNET
19.240498
windows
0
1
0
4