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
0.998999
-1
62
30
0.016757
-0.818952
AD
1,999
2,416.834112
6,544.586096
5,986.877106
2
18
CA
4
1
BC
0
1
1
0
500
0
INTERNET
4.612866
other
0
1
0
4
0
0.7
0.090539
23
0
30
0.031149
-1.80125
AB
2,118
1,554.176965
2,710.318829
4,971.185405
10
17
CA
75
0
BC
0
1
15
0
200
0
INTERNET
9.518797
windows
0
1
0
4
0
0.7
0.121595
-1
378
40
0.002432
-0.849991
AA
1,151
7,856.997209
4,472.057847
4,382.471328
1
7
CE
106
1
BB
1
0
31
0
200
0
INTERNET
6.508837
windows
0
1
0
4
0
0.2
0.35148
-1
30
30
0.016856
-0.810123
AC
1,126
3,160.867939
5,063.64479
4,962.442853
2
9
CA
176
1
BA
0
1
1
0
500
0
INTERNET
6.455681
other
1
1
0
4
0
0.7
0.375133
63
18
20
0.004134
-0.922051
AC
1,427
4,940.922387
2,751.073748
5,086.623969
1
14
CA
-67
1
BD
0
1
-1
0
200
0
INTERNET
0.472906
other
1
1
0
4
0
0.3
0.795328
11
20
30
0.027281
-1.388884
AB
789
7,535.50351
6,231.242932
5,135.766315
10
16
CA
131
0
BB
0
1
1
0
200
0
INTERNET
4.164543
other
0
1
0
4
0
0.6
0.234051
-1
17
20
0.026169
49.002818
AA
1,105
3,812.43007
3,714.254574
4,410.323027
6
3
CA
80
0
BC
1
1
1
0
200
0
INTERNET
2.424256
other
1
1
0
4
0
0.5
0.178846
-1
22
30
0.002176
-1.505071
AB
1,957
3,848.288561
4,398.170783
4,744.756939
1
20
CB
129
1
BC
0
1
-1
0
200
0
INTERNET
35.969611
linux
0
1
0
4
0
0.8
0.036571
-1
60
20
0.019248
-1.514483
AC
530
8,325.179332
4,177.816741
4,728.914541
10
24
CA
66
0
BC
0
1
-1
0
200
0
INTERNET
7.156274
other
1
1
0
4
0
0.5
0.048069
-1
201
30
0.012419
-0.841012
AB
1,055
4,439.412255
5,439.060099
4,954.810584
10
6
CA
8
1
BE
0
1
1
0
200
0
INTERNET
5.600068
windows
0
1
0
4
0
0.4
0.106446
49
22
30
0.006637
-1.358585
AB
1,839
6,906.35
4,637.691043
4,280.678128
212
18
CA
122
0
BC
0
1
1
0
200
0
INTERNET
1.088392
windows
1
1
0
4
0
0.1
0.201947
-1
66
50
0.013739
-0.94006
AC
1,412
1,855.256009
4,267.322582
4,868.294856
0
9
CA
70
0
BA
1
1
-1
0
200
0
INTERNET
5.621709
windows
1
1
0
4
0
0.4
0.015973
51
6
20
17.023776
-0.64508
AD
3,464
5,293.383173
4,184.517136
4,353.980193
683
18
CA
55
1
BC
0
0
10
0
200
0
INTERNET
6.964547
linux
0
1
0
4
0
0.9
0.037794
-1
297
30
0.00466
-0.616182
AB
912
4,862.023186
8,710.775499
4,872.851719
637
16
CA
-41
0
BB
1
1
30
1
200
0
INTERNET
2.879387
windows
1
1
0
4
0
0.8
0.999491
26
3
30
25.182855
-0.215671
AC
969
3,399.162265
6,657.813682
5,135.494209
0
12
CA
98
1
BC
0
1
-1
0
200
0
INTERNET
24.565009
other
0
1
0
4
0
0.3
0.755465
-1
57
60
0.000244
-1.913156
AB
1,043
7,695.48282
5,686.462678
4,369.183519
12
2
CA
109
1
BB
1
1
31
0
200
0
INTERNET
3.343305
other
0
1
0
4
0
0.7
0.774582
-1
166
20
0.001544
-1.55783
AB
873
8,398.6211
4,060.132336
5,326.415758
238
16
CA
176
0
BB
0
1
1
1
500
0
INTERNET
6.268065
linux
0
1
0
4
0
0.1
0.04586
-1
37
30
0.033287
49.022997
AA
1,790
6,706.106375
5,096.261724
4,819.699387
27
16
CA
83
1
BC
0
1
25
0
200
0
INTERNET
1.901696
linux
1
1
0
4
0
0.8
0.989785
-1
33
20
0.009995
-1.483589
AD
667
9,391.191228
4,717.041115
4,754.412204
12
11
CA
159
0
BB
0
1
1
0
200
0
INTERNET
4.504556
linux
0
1
0
4
0
0.5
0.027094
-1
120
30
0.008993
-0.705504
AB
745
3,969.94113
4,890.956818
4,880.223209
33
8
CA
272
1
BB
0
1
31
1
200
0
INTERNET
7.976662
linux
0
1
0
4
0
0.7
0.184395
-1
51
30
0.01345
-0.960489
AD
2,907
2,186.167898
2,328.184293
4,535.738498
2,007
14
CB
80
1
BA
0
1
30
0
200
0
INTERNET
1.543862
other
0
1
0
4
0
0.8
0.630959
-1
25
40
0.007267
-1.262211
AB
790
9,678.67805
5,303.765051
4,928.132845
51
13
CA
162
1
BB
0
1
2
1
200
0
INTERNET
2.376224
windows
0
2
0
4
0
0.6
0.030185
-1
80
30
0.0124
-0.634742
AB
1,324
5,480.146134
3,148.27873
4,908.352362
606
19
CA
80
0
BB
0
1
22
0
200
0
INTERNET
10.895077
other
0
1
0
4
0
0.1
0.222805
-1
40
20
9.905961
51.94604
AA
1,000
10,320.440028
5,440.319868
4,364.364308
34
20
CA
16
1
BE
0
1
29
0
200
0
INTERNET
9.619878
other
0
1
0
4
0
0.7
0.841236
-1
79
40
0.008901
-1.136012
AB
1,023
5,773.832219
3,358.72867
5,032.411298
1
13
CF
8
1
BB
0
1
10
0
200
0
INTERNET
5.543393
linux
1
1
0
4
0
0.9
0.314575
-1
123
50
0.025889
-0.556882
AC
955
6,608.049633
3,227.294438
4,265.144459
1
1
CC
305
0
BA
1
0
-1
0
1,500
0
INTERNET
8.354311
linux
1
2
0
4
0
0.1
0.622122
-1
11
20
0.024176
-1.805451
AB
1,242
4,878.324658
4,163.029872
4,289.051377
19
11
CA
118
1
BC
0
1
16
0
200
0
INTERNET
4.602726
linux
1
1
0
4
0
0.9
0.421619
104
1
40
0.012966
20.729729
AA
921
3,560.453764
5,454.171009
4,457.004716
2
9
CA
116
0
BD
1
1
1
0
200
0
INTERNET
62.604729
windows
0
1
0
4
0
0.5
0.854504
-1
83
30
70.787596
27.894074
AA
1,290
3,835.288688
3,893.116617
4,269.427323
17
15
CA
34
0
BE
0
1
30
0
200
0
INTERNET
8.444392
linux
1
1
0
4
0
0.9
0.065048
-1
41
30
0.015111
-0.245533
AB
1,038
5,699.026436
4,584.564521
4,305.818692
777
3
CA
194
1
BB
1
1
1
0
500
0
INTERNET
3.231087
windows
0
1
0
4
0
0.7
0.398509
-1
25
20
0.015087
-0.976795
AB
1,654
7,936.031668
4,124.021044
4,450.571256
24
22
CA
112
0
BC
0
1
1
1
200
0
INTERNET
5.345116
windows
0
1
0
4
0
0.6
0.548419
-1
120
20
0.016453
50.676509
AB
1,016
6,516.024281
6,068.671859
4,882.317528
2
7
CE
89
1
BE
0
1
31
0
200
0
INTERNET
4.036213
windows
1
1
0
4
0
0.5
0.048612
85
6
30
0.013057
-0.621467
AC
726
5,040.832013
5,063.804587
4,936.850851
1
8
CA
70
1
BC
1
1
-1
0
200
0
INTERNET
1.393531
linux
1
1
0
4
0
0.1
0.73741
-1
285
20
0.015091
15.633946
AA
1,762
6,638.206058
5,418.984198
4,788.841161
2
20
CA
139
0
BC
1
1
-1
0
500
0
INTERNET
5.557862
other
0
1
0
4
0
0.6
0.124293
-1
96
30
0.860027
-1.053304
AC
1,928
6,527.93329
4,789.801602
5,130.721147
1
13
CA
151
1
BB
0
1
-1
0
500
0
INTERNET
1.106018
linux
1
1
0
4
0
0.6
0.124684
-1
79
20
0.011103
-0.758212
AC
1,530
4,373.19025
5,261.663055
4,438.160131
1
14
CB
117
0
BB
0
1
-1
0
200
1
INTERNET
3.120403
linux
1
1
0
4
0
0.2
0.864929
44
13
30
0.020285
47.549823
AA
942
7,951.549459
4,949.814621
5,142.011851
8
19
CA
157
0
BE
0
1
22
0
200
0
INTERNET
4.732932
other
0
1
0
4
0
0.1
0.157703
-1
342
20
15.096568
22.870304
AA
1,823
10,170.87605
5,345.660513
5,533.061613
14
8
CA
94
1
BE
0
1
28
0
200
0
INTERNET
6.367399
other
0
1
0
4
0
0.6
0.346683
10
14
30
0.024722
98.503729
AA
2,384
2,936.151804
4,788.111745
5,019.555284
2
14
CA
243
1
BC
0
1
1
1
1,500
0
INTERNET
3.914994
linux
1
1
0
4
0
0.1
0.374019
-1
160
40
0.00623
-0.756749
AC
1,821
4,273.618396
5,039.146871
5,068.264523
2
8
CA
274
0
BA
0
1
-1
1
1,500
0
INTERNET
4.360154
linux
0
1
0
4
0
0.9
0.825625
-1
58
20
0.000391
-0.945806
AC
3,080
7,370.642373
5,889.826629
4,275.708925
0
8
CA
160
0
BB
0
1
-1
0
1,000
0
INTERNET
21.871204
windows
0
1
0
4
0
0.2
0.860468
-1
199
50
0.003575
22.500469
AA
1,711
8,697.247723
5,169.14782
4,901.326008
2
5
CA
71
1
BB
0
1
1
0
200
0
INTERNET
5.342942
linux
0
1
0
4
0
0.7
0.203754
-1
291
20
0.003499
-1.019849
AC
1,619
7,478.453091
5,612.472056
4,699.538188
0
15
CB
109
1
BE
1
0
-1
0
200
0
INTERNET
7.070098
macintosh
1
1
0
4
0
0.6
0.083855
-1
47
50
0.049093
50.370079
AA
1,107
5,747.702197
3,793.899017
4,215.10313
186
5
CA
49
1
BB
1
1
26
0
200
0
INTERNET
10.367009
windows
1
1
0
4
0
0.2
0.042956
-1
93
30
0.029085
7.305435
AA
2,588
4,684.905214
3,385.757775
4,259.219173
6
5
CA
95
0
BC
1
0
15
1
200
0
INTERNET
3.698281
linux
1
1
0
4
0
0.1
0.125738
-1
62
30
0.00101
-0.886693
AD
945
2,574.293974
3,627.139869
5,009.940241
38
17
CB
75
1
BB
1
1
1
0
200
0
INTERNET
3.317191
linux
0
1
0
4
0
0.1
0.748757
-1
26
40
0.018292
-1.093677
AB
1,888
2,872.137142
5,669.618285
4,923.005764
593
18
CA
143
1
BB
0
1
30
0
500
0
INTERNET
1.690271
linux
1
1
0
4
0
0.3
0.474401
87
7
20
0.013695
-1.153846
AC
3,923
4,802.812071
3,618.912902
5,045.493821
0
8
CD
188
0
BB
0
1
-1
0
200
0
INTERNET
8.793752
macintosh
1
1
0
4
0
0.1
0.667848
-1
316
20
0.023933
-1.053013
AC
2,184
6,182.042604
5,120.680012
5,068.781358
1
5
CA
65
1
BE
0
1
-1
0
200
0
INTERNET
5.202787
windows
0
1
0
4
0
0.5
0.758389
-1
189
50
0.017766
-0.870978
AC
1,509
8,645.601401
5,521.340377
4,973.634482
0
8
CA
216
0
BA
1
0
-1
0
1,000
0
INTERNET
1.549104
windows
1
1
0
4
0
0.7
0.084126
11
41
40
0.004217
-0.952357
AB
670
5,892.51836
4,449.99596
4,323.171826
19
1
CA
76
1
BC
1
1
3
0
200
0
INTERNET
1.873691
windows
0
1
0
4
0
0.8
0.154684
29
6
20
0.003428
-0.737677
AB
1,289
4,016.029115
5,238.129724
4,365.983179
12
11
CA
133
0
BC
0
1
28
1
200
0
INTERNET
2.179533
other
0
1
0
4
0
0.5
0.243702
57
19
20
0.013151
-1.271945
AC
1,106
5,234.952255
3,128.234179
4,193.94838
0
11
CA
105
1
BC
1
1
-1
0
200
0
INTERNET
6.353056
linux
0
1
0
4
0
0.9
0.230274
-1
45
20
0.006079
-0.120005
AC
981
5,724.62852
3,998.503248
4,380.081868
0
9
CA
155
1
BC
0
1
-1
0
1,000
0
INTERNET
10.694138
windows
0
1
0
4
0
0.8
0.216604
-1
205
40
0.02097
-0.650836
AC
963
5,958.111586
4,892.709786
4,189.433456
0
10
CA
196
0
BA
0
0
-1
0
1,500
0
INTERNET
3.415898
macintosh
1
1
0
4
0
0.3
0.999437
-1
9
60
0.010042
-0.286026
AB
1,075
5,593.098167
4,633.446426
5,204.958953
35
4
CD
94
0
BC
1
0
10
0
200
0
INTERNET
7.589633
other
0
1
0
4
0
0.1
0.137422
-1
46
30
0.041132
26.394465
AA
1,208
7,904.737768
4,444.936302
4,957.469205
8
15
CA
238
1
BB
1
1
26
1
1,500
0
INTERNET
5.484879
linux
1
1
0
4
0
0.4
0.764451
-1
78
20
0.000766
-1.304493
AB
1,779
1,239.793873
4,995.384296
4,118.070931
1
18
CA
249
0
BB
0
0
1
1
1,000
0
INTERNET
2.854113
other
1
1
0
4
0
0.4
0.904688
-1
54
50
0.013334
-1.189023
AB
437
5,409.133162
4,018.255699
4,378.787541
12
8
CA
265
1
BA
1
1
1
0
1,500
0
INTERNET
0.889445
windows
1
1
0
4
0
0.4
0.927362
-1
371
20
0.015216
-0.613531
AC
2,844
3,904.190736
3,221.919031
4,857.524911
0
8
CA
125
0
BE
0
1
-1
1
210
0
INTERNET
2.68636
other
1
1
0
4
0
0.9
0.83312
37
9
50
0.025468
-1.442609
AB
424
8,497.731469
4,624.700294
4,378.853738
14
10
CA
142
1
BC
0
1
1
0
200
0
INTERNET
6.508889
windows
1
1
0
4
0
0.6
0.833298
-1
13
20
0.002454
14.650765
AA
1,287
4,942.877976
3,675.434716
5,211.650231
0
14
CA
106
1
BE
0
1
11
0
200
0
INTERNET
9.337833
other
1
1
0
4
0
0.6
0.81294
-1
190
50
0.014079
23.59905
AA
2,269
7,703.240821
5,767.545362
5,017.376599
202
7
CA
162
0
BA
1
0
25
1
200
0
INTERNET
2.354229
windows
1
1
0
4
0
0.9
0.998452
27
24
30
0.023376
7.588139
AA
1,995
6,815.231846
5,681.183697
5,154.442532
0
7
CA
173
1
BC
0
1
21
1
500
0
INTERNET
14.658505
other
1
1
0
4
0
0.2
0.288966
-1
153
10
0.012575
-0.718813
AC
1,210
5,383.998967
4,147.921855
4,842.800056
0
8
CD
76
0
BB
1
1
-1
0
200
0
INTERNET
3.591735
windows
1
1
0
4
0
0.8
0.02194
-1
223
20
0.029234
-1.449366
AB
1,754
1,796.063825
3,654.455739
5,029.980916
11
19
CA
81
0
BE
1
1
26
1
200
0
INTERNET
2.994881
linux
0
1
0
4
0
0.9
0.903396
-1
102
10
0.040357
-0.946055
AD
249
5,157.403692
3,789.763015
4,378.598355
20
14
CA
105
1
BE
1
1
1
0
200
0
INTERNET
1.397509
other
1
1
0
4
0
0.2
0.378791
29
3
40
0.004915
-1.218715
AC
572
1,922.698714
2,928.507136
4,821.210626
0
8
CA
193
0
BC
1
1
-1
0
1,000
0
INTERNET
43.512253
linux
1
1
0
4
0
0.9
0.320737
-1
198
20
0.00081
26.964011
AA
1,679
4,484.326554
6,217.400187
4,279.955172
5
4
CA
146
1
BC
0
1
25
0
200
0
INTERNET
2.385939
windows
0
1
0
4
0
0.6
0.675671
-1
115
40
0.02428
-0.467281
AB
1,394
6,453.316244
4,422.01924
5,179.847752
13
6
CA
172
0
BB
1
1
21
0
1,500
0
INTERNET
10.534392
windows
0
1
0
4
0
0.2
0.014231
-1
46
40
0.031265
-0.859299
AC
2,796
6,052.023384
4,668.108406
4,475.944687
0
7
CA
77
1
BC
1
1
-1
0
200
0
INTERNET
3.694919
linux
1
1
0
4
0
0.1
0.203399
-1
98
50
0.027669
-1.256271
AB
985
4,173.991964
4,994.859723
4,957.047461
7
2
CB
227
1
BA
1
0
6
0
1,500
0
INTERNET
3.04871
other
0
1
0
4
0
0.6
0.083411
-1
175
30
0.003919
-0.725809
AC
826
6,049.122298
4,585.658466
4,984.516929
0
11
CA
160
1
BC
0
1
-1
0
1,000
0
INTERNET
1.65371
other
0
1
0
4
0
0.1
0.175774
-1
110
30
0.005255
103.715284
AA
181
867.841995
3,235.956046
4,189.139201
1
3
CF
203
0
BA
0
1
20
0
1,500
0
INTERNET
5.330158
windows
1
1
0
4
0
0.6
0.037196
12
9
30
0.013945
-1.541926
AA
2,487
4,135.465886
5,140.347332
4,969.718171
290
11
CA
51
1
BB
0
1
28
0
200
0
INTERNET
13.834194
other
1
1
0
4
0
0.9
0.318921
-1
48
30
0.005012
16.585789
AA
834
5,875.35713
3,826.977957
5,325.287538
22
5
CA
123
1
BD
1
1
11
1
500
0
INTERNET
7.458432
other
1
1
0
4
0
0.1
0.638579
-1
362
50
0.006557
49.306756
AA
1,430
1,958.446359
3,738.414026
5,075.516011
1,336
8
CF
83
1
BB
0
1
20
0
200
0
INTERNET
20.590472
linux
1
1
0
4
0
0.1
0.317808
50
2
20
0.006281
-1.191609
AB
807
7,186.366442
4,152.307801
4,254.054223
9
20
CA
71
1
BC
0
0
1
0
200
0
INTERNET
4.757557
windows
1
1
0
4
0
0.5
0.806859
-1
60
40
0.011511
52.351447
AA
1,173
3,683.898825
5,380.748733
4,223.214837
26
6
CA
110
1
BB
0
1
1
1
500
1
INTERNET
12.162438
linux
0
1
0
4
0
0.2
0.642133
-1
257
30
0.018751
14.96857
AA
591
8,948.172103
4,505.864668
3,184.320876
1,271
14
CA
90
0
BE
0
1
30
0
500
0
INTERNET
3.840942
other
1
1
0
4
0
0.6
0.690888
-1
165
30
0.040841
-1.427847
AB
1,554
639.757718
3,147.506539
4,252.791327
753
20
CB
201
0
BB
1
1
1
0
1,000
0
INTERNET
6.624326
other
1
1
0
4
0
0.9
0.882297
-1
21
40
0.026042
-1.413526
AB
2,849
3,384.492349
3,151.225416
4,387.437787
15
10
CA
153
0
BB
0
1
2
0
200
0
INTERNET
4.382419
other
0
1
0
4
0
0.6
0.830376
-1
235
10
0.006408
-1.14214
AB
1,406
5,651.006891
5,034.633374
5,054.548492
15
8
CA
147
0
BE
0
1
1
0
200
0
INTERNET
5.518104
windows
0
1
0
4
0
0.1
0.792814
-1
183
30
5.686281
7.426738
AA
1,319
3,675.629564
5,882.007384
4,826.666577
1
11
CA
95
1
BA
1
1
10
1
200
0
INTERNET
8.099516
other
1
1
0
4
0
0.4
0.159163
-1
113
40
0.010147
25.859749
AA
1,926
6,221.074997
4,811.586088
4,450.474714
1,826
14
CA
164
0
BA
1
0
30
1
500
0
INTERNET
2.066186
macintosh
0
1
0
4
0
0.6
0.207012
-1
36
30
0.01288
-0.518614
AB
1,118
1,441.63582
3,075.849443
4,327.12138
1
8
CA
213
0
BE
1
1
6
0
1,000
0
INTERNET
4.158706
linux
1
1
0
4
0
0.6
0.915418
220
29
30
0.017996
26.640477
AA
1,110
7,366.324174
3,993.680216
4,984.911199
1,426
14
CA
192
1
BA
0
1
1
0
1,000
0
INTERNET
7.106393
macintosh
0
1
0
4
0
0.6
0.727679
-1
325
40
0.017817
-0.720969
AB
2,512
7,455.647507
4,532.753988
4,193.538015
802
7
CA
185
0
BA
1
0
30
0
1,000
0
INTERNET
30.825554
windows
0
2
0
4
0
0.9
0.338191
-1
192
20
0.004234
-0.377738
AC
1,010
4,666.824736
3,359.190551
4,361.570287
0
9
CA
133
1
BB
0
1
-1
0
200
0
INTERNET
6.271458
other
0
1
0
4
0
0.6
0.751683
-1
228
40
0.020809
-1.381225
AB
2,665
8,170.613722
4,968.989981
4,312.180618
13
7
CA
80
0
BB
1
1
31
0
200
0
INTERNET
9.295661
linux
0
1
0
4
0
0.1
0.69903
209
22
60
0.013201
-0.859034
AB
1,008
1,714.636449
3,315.143067
4,341.874678
15
5
CA
117
1
BB
0
1
28
0
200
0
INTERNET
4.343171
other
0
1
0
4
0
0.9
0.230445
-1
377
60
1.743107
50.461913
AA
2,191
7,945.754306
6,173.736454
5,967.754928
2,174
5
CB
144
1
BA
1
1
28
0
500
0
INTERNET
5.162018
windows
0
1
0
4
0
0.9
0.20975
-1
121
50
0.009277
-0.645754
AB
542
4,857.215038
4,219.224124
4,417.643155
14
3
CA
194
0
BA
1
1
10
0
1,000
0
INTERNET
12.249085
windows
0
1
0
4
0
0.6
0.992532
50
3
40
0.027595
-1.2685
AB
2,149
4,574.4308
5,969.652069
4,278.664246
18
9
CA
117
0
BC
0
1
28
0
200
0
INTERNET
7.769047
other
0
1
0
4
0
0.6
0.823588
-1
202
30
0.030733
-0.545222
AB
1,814
1,042.349326
3,804.867226
5,024.303881
14
20
CA
198
0
BA
0
1
30
1
1,000
0
INTERNET
2.627772
other
0
1
0
4
0
0.9
0.33284
-1
154
60
0.011097
-0.701617
AB
2,698
5,269.292565
3,013.267911
4,334.998831
892
8
CC
194
0
BB
1
0
25
0
500
0
INTERNET
8.378643
windows
0
1
0
4
0
0.9
0.106272
28
10
30
0.03397
-0.854012
AB
994
1,177.267637
4,148.89104
5,017.849542
25
9
CA
98
0
BC
0
0
29
0
500
0
INTERNET
8.622279
macintosh
0
1
0
4
0
0.5
0.189648
52
11
30
0.026727
-1.279729
AB
2,338
4,249.956545
4,870.93098
4,394.4669
159
13
CA
70
0
BA
0
1
3
0
200
0
INTERNET
15.432744
windows
1
1
0
4
0
0.1
0.194195
-1
99
40
0.019751
-0.498022
AB
3,965
1,923.19501
2,217.641295
4,204.737861
17
4
CA
66
0
BB
1
0
2
0
200
0
INTERNET
4.14113
other
1
1
0
4
0
0.9
0.325747
-1
53
40
0.008156
26.148489
AA
2,400
7,115.741885
4,577.448067
4,387.972394
269
12
CA
175
0
BC
1
1
2
0
1,000
0
INTERNET
1.131431
other
1
1
0
4