fraud_bool
int64
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income
float64
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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
0.494768
59
8
30
0.000419
-0.515691
AD
1,722
3,118.532188
2,132.743769
3,142.960987
13
6
CA
240
0
BA
0
1
28
0
1,500
0
INTERNET
1.804711
other
1
1
0
7
0
0.8
0.755333
33
4
40
0.024888
-1.119116
AB
856
3,611.175215
2,186.005358
3,085.683895
13
4
CA
79
1
BC
1
1
26
0
200
0
INTERNET
4.182789
linux
0
1
0
7
0
0.6
0.84694
-1
62
20
0.012542
-0.669312
AB
708
4,971.873586
4,610.192672
3,096.893628
1
5
CA
106
1
BC
1
1
20
0
200
0
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1.541274
linux
0
1
0
7
0
0.4
0.453378
-1
124
40
0.006402
-1.002152
AB
484
2,985.434953
2,570.388822
3,064.53844
13
11
CA
166
1
BB
1
1
15
0
500
0
INTERNET
8.329663
other
1
1
0
7
0
0.1
0.431171
-1
40
20
0.010075
-0.917869
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1,029
5,142.569897
5,755.725049
3,098.783043
14
9
CE
109
1
BB
0
1
31
0
200
0
INTERNET
3.718724
other
1
1
0
7
0
0.9
0.220338
-1
159
40
0.004749
-1.182344
AB
722
5,204.874312
2,948.35497
3,026.529196
17
7
CA
156
1
BD
1
1
10
1
500
0
INTERNET
2.474084
windows
0
1
0
7
0
0.1
0.554025
-1
97
30
0.029025
-1.886861
AB
861
1,151.122796
3,366.830047
3,083.116814
12
14
CA
131
1
BB
0
1
26
0
200
0
INTERNET
1.941134
linux
0
1
0
7
0
0.7
0.328118
-1
47
20
0.000159
-1.278395
AB
766
1,987.444758
2,556.376991
4,158.056366
6
9
CA
123
1
BB
1
1
1
0
200
0
INTERNET
6.942027
linux
0
1
0
7
0
0.9
0.321153
304
83
30
0.022311
-0.992235
AC
204
1,152.210403
2,920.343748
3,124.292447
1
7
CA
303
0
BC
0
1
-1
1
1,000
0
INTERNET
3.339184
other
0
1
0
7
0
0.9
0.254184
-1
89
30
0.011615
-1.352679
AB
1,109
1,490.841817
2,338.497017
3,169.517501
10
4
CE
127
0
BA
1
1
31
0
200
0
INTERNET
2.791788
macintosh
0
1
0
7
0
0.6
0.101734
47
6
30
0.000568
102.71947
AA
1,453
2,863.49939
2,086.492025
3,134.825772
5
7
CA
82
0
BA
0
1
10
0
200
0
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3.208974
macintosh
1
1
0
7
0
0.9
0.246242
27
17
30
0.02055
19.738124
AA
630
4,194.133319
3,364.459176
3,186.023692
1
9
CA
168
1
BC
0
1
29
0
500
0
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9.595111
other
0
1
0
7
0
0.9
0.473719
32
3
20
0.016946
-0.39242
AB
533
2,407.816735
3,145.433814
3,173.898792
11
7
CA
204
1
BC
0
1
-1
1
500
0
INTERNET
3.143168
windows
1
1
0
7
0
0.1
0.480628
-1
118
40
0.022529
-0.944032
AC
1,376
3,782.127063
3,432.454841
5,699.973076
1
10
CA
113
0
BB
1
0
25
0
200
0
INTERNET
3.437057
linux
1
1
0
7
0
0.7
0.86023
-1
139
40
0.000794
34.226263
AA
1,883
3,699.404334
2,620.843882
3,054.457218
13
7
CB
96
0
BB
1
1
30
0
500
0
INTERNET
6.455119
other
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1
0
7
0
0.4
0.655975
-1
237
40
0.012916
-0.671485
AC
1,296
4,233.40204
3,654.084642
3,025.950438
1
9
CE
215
1
BA
1
0
-1
1
200
0
INTERNET
2.009224
macintosh
0
1
0
7
0
0.1
0.660997
-1
116
50
0.044776
-0.717409
AD
737
3,616.984033
3,689.4591
3,135.984586
1
2
CA
116
0
BA
1
0
1
0
200
0
INTERNET
4.917091
windows
1
1
0
7
0
0.8
0.9824
107
15
30
0.009281
-0.884826
AB
202
3,758.138831
5,796.138729
3,121.339774
0
2
CA
280
1
BA
0
1
-1
0
500
0
INTERNET
6.958866
other
1
1
0
7
0
0.2
0.767407
-1
218
40
0.005631
-0.787421
AD
217
1,023.881555
1,812.041946
3,099.181018
2
4
CA
290
1
BE
1
1
-1
1
1,500
0
INTERNET
3.835207
linux
1
1
0
7
0
0.3
0.387244
35
12
30
0.0048
26.536569
AA
802
4,780.159594
3,602.223319
3,708.364044
6
11
CA
107
1
BC
1
1
11
1
500
0
INTERNET
4.024713
other
1
1
0
7
0
0.7
0.825572
-1
289
60
0.019667
-1.283575
AB
140
6,380.977078
1,858.527015
3,144.001655
12
1
CC
228
0
BA
1
0
1
0
1,500
0
INTERNET
1.211419
linux
0
1
0
7
0
0.1
0.307897
228
6
20
0.007011
48.330549
AA
1,629
2,380.680909
6,222.260999
5,199.126543
0
3
CA
79
1
BC
0
1
16
0
200
0
INTERNET
5.160846
macintosh
0
1
0
7
0
0.1
0.859297
-1
308
50
0.045063
99.902383
AB
5,155
5,214.498977
6,505.130511
3,097.342102
496
2
CA
74
0
BB
0
1
28
1
1,000
0
INTERNET
10.763311
linux
0
1
0
7
0
0.4
0.703265
-1
12
40
0.027263
-0.885261
AB
988
3,699.957912
4,150.340053
3,161.513608
682
5
CA
181
1
BC
0
1
28
0
200
0
INTERNET
2.866562
linux
1
1
0
7
0
0.1
0.235493
-1
37
30
0.024397
-1.504643
AB
455
4,209.893315
3,677.505027
3,086.027532
17
10
CF
8
0
BB
1
1
1
0
200
0
INTERNET
4.332842
windows
1
1
0
7
0
0.9
0.040866
51
8
30
0.027893
104.436327
AA
482
4,679.926667
1,927.975984
3,135.043209
2
8
CA
183
1
BB
0
1
-1
1
500
0
INTERNET
12.019475
linux
0
1
0
7
0
0.9
0.903497
-1
13
40
0.002234
-0.981174
AC
634
3,800.827552
4,462.450941
3,043.272129
0
9
CA
244
0
BA
0
1
-1
0
1,500
0
INTERNET
9.398359
windows
0
1
0
7
0
0.8
0.469016
29
1
20
0.030118
-1.315243
AC
900
3,194.306481
3,586.434101
3,107.228663
0
9
CA
216
1
BC
1
1
-1
0
200
0
INTERNET
13.981962
linux
1
1
0
7
0
0.8
0.44427
-1
168
30
0.02877
13.820985
AA
331
4,154.104373
2,590.619572
3,082.634577
29
9
CA
204
0
BA
1
1
25
1
1,000
0
INTERNET
2.357843
windows
1
1
0
7
0
0.1
0.396446
67
92
20
0.036957
-1.465932
AB
726
2,068.102781
1,838.511861
3,072.861731
13
8
CA
158
0
BB
1
1
25
0
200
0
INTERNET
0.111256
other
1
1
0
7
0
0.4
0.268064
-1
186
10
0.006526
-1.055375
AC
566
3,575.039217
2,643.392204
3,095.275092
0
3
CD
108
0
BE
0
1
-1
0
200
0
INTERNET
11.577725
other
0
1
0
7
0
0.8
0.121629
-1
214
40
0.025325
-0.966682
AD
1,537
4,980.591957
3,956.829227
3,150.833014
639
2
CB
118
1
BA
0
1
28
0
200
0
INTERNET
10.449064
windows
0
1
0
7
0
0.3
0.043653
52
8
20
0.004794
0.726156
AA
691
4,277.430294
3,148.979816
3,151.282186
3
10
CB
172
1
BC
1
1
11
0
200
0
INTERNET
11.998279
windows
1
1
0
7
0
0.6
0.514758
-1
41
40
0.031945
49.494867
AA
742
2,445.772121
6,534.700733
5,813.450339
3
1
CA
125
0
BC
1
1
28
0
200
0
INTERNET
20.764196
linux
1
1
0
7
0
0.4
0.651795
-1
166
60
0.012751
-0.594052
AB
1,023
5,044.010554
4,093.273496
3,158.495912
13
5
CA
197
0
BA
0
1
31
0
1,000
0
INTERNET
10.481406
linux
1
1
0
7
0
0.7
0.060036
26
1
20
0.016489
-1.044774
AB
1,115
4,105.472931
2,076.932072
3,193.263351
9
9
CA
88
1
BC
0
1
1
0
200
0
INTERNET
4.625416
windows
0
1
0
7
0
0.2
0.575448
-1
35
40
0.025213
-2.007277
AC
1,252
2,343.252653
3,137.037791
3,109.782201
1
4
CA
100
1
BC
1
1
-1
1
500
0
INTERNET
13.99579
linux
1
1
0
7
0
0.9
0.257998
30
7
40
0.022911
20.56486
AA
1,752
4,570.226883
2,530.600645
3,137.627823
5
4
CA
99
1
BC
0
1
23
0
200
0
INTERNET
5.566524
linux
1
1
0
7
0
0.8
0.396227
49
3
30
0.023346
-1.007251
AC
405
1,530.658008
2,079.999638
3,188.055019
1
2
CA
242
0
BC
0
1
-1
0
200
0
INTERNET
2.691358
other
1
1
0
7
0
0.9
0.481453
-1
60
20
0.021349
-0.38891
AB
925
2,762.46417
2,856.596196
3,094.405206
12
6
CA
189
0
BC
1
0
1
0
200
0
INTERNET
2.733398
windows
0
1
0
7
0
0.8
0.793844
-1
59
40
0.004238
-1.199155
AC
440
4,436.421608
6,030.319473
3,133.067836
1
8
CA
39
0
BB
1
1
-1
0
200
0
INTERNET
16.537513
other
1
1
0
7
0
0.5
0.511828
57
14
20
0.934433
-0.956844
AD
1,965
3,365.37726
6,743.36345
3,134.744561
596
2
CA
69
1
BB
1
1
28
0
200
0
INTERNET
9.045342
linux
0
1
0
7
0
0.6
0.094284
-1
63
40
0.024938
-1.301565
AB
1,011
3,942.33734
2,480.465694
3,125.631745
4
8
CA
273
1
BB
1
1
1
0
500
0
INTERNET
2.230041
windows
0
1
0
7
0
0.9
0.460704
-1
142
60
0.020796
-0.579423
AC
586
6,411.938418
2,090.664862
4,717.235846
1
1
CC
244
1
BA
1
1
2
0
1,500
0
INTERNET
8.222142
windows
0
1
0
7
0
0.5
0.391471
-1
36
40
1.82682
-1.05359
AC
1,874
3,724.482777
2,696.842613
3,080.16198
0
11
CA
200
1
BC
0
1
-1
1
200
0
INTERNET
1.771411
other
1
1
0
7
0
0.9
0.702798
-1
48
30
0.011828
29.20752
AA
906
3,480.18138
2,918.463721
3,121.074163
8
13
CA
106
1
BC
0
1
15
1
200
0
INTERNET
11.136709
other
0
1
0
7
0
0.7
0.124011
11
10
30
0.015708
-0.835513
AB
733
4,696.298592
2,728.43283
3,111.109913
9
10
CD
103
1
BC
0
0
21
0
500
0
INTERNET
14.302314
windows
1
1
0
7
0
0.6
0.075329
-1
33
30
0.007539
-0.494643
AB
851
4,244.976624
3,983.937605
4,941.058306
555
10
CD
84
1
BB
1
1
1
1
200
0
INTERNET
3.637954
linux
1
1
0
7
0
0.9
0.086334
-1
17
50
0.017778
20.363794
AA
1,064
1,277.495036
2,295.332997
3,779.59395
1,373
1
CA
128
1
BB
1
1
28
1
200
0
INTERNET
5.933211
other
0
1
0
7
0
0.4
0.302009
-1
31
20
0.027195
-1.563926
AB
1,265
2,630.99436
2,060.357359
3,134.669446
5
20
CF
94
1
BB
1
1
1
1
200
0
INTERNET
11.134097
other
0
1
0
7
0
0.1
0.293564
-1
364
60
0.011907
18.512849
AB
1,307
1,862.873244
2,501.092981
3,159.834002
18
2
CC
199
0
BA
1
1
-1
1
1,000
0
INTERNET
1.223305
linux
1
1
0
7
0
0.9
0.216058
-1
6
50
1.260881
-0.110845
AC
934
1,481.739245
2,854.100726
4,817.418336
0
7
CB
79
1
BB
0
1
-1
0
200
0
INTERNET
4.18726
other
0
1
0
7
0
0.5
0.879394
-1
70
30
0.00681
46.196156
AA
910
2,477.505796
2,828.240776
3,032.433685
11
6
CA
89
1
BB
1
1
19
1
200
0
INTERNET
5.207148
other
1
1
0
7
0
0.4
0.859182
-1
15
30
0.004228
-1.44679
AD
478
4,868.61211
2,307.511874
3,145.099532
36
14
CA
78
1
BC
0
0
10
0
200
0
INTERNET
4.921961
linux
1
1
0
7
0
0.8
0.882327
-1
157
40
0.00187
-0.940416
AB
699
2,752.89617
2,849.268091
3,081.732885
19
11
CA
194
1
BB
1
1
28
0
990
0
INTERNET
4.198145
linux
0
1
0
7
0
0.1
0.633292
-1
148
20
0.007214
52.667003
AA
5,563
6,489.061042
4,276.150842
3,152.996972
1,397
6
CA
238
0
BE
0
1
9
0
1,500
0
INTERNET
8.388836
other
1
1
0
7
0
0.7
0.413201
-1
31
40
0.024725
-1.537436
AC
527
3,754.186073
2,339.017214
3,144.766629
10
6
CA
169
0
BB
0
1
-1
0
500
0
INTERNET
7.055046
other
0
1
0
7
0
0.8
0.873339
-1
27
30
0.003106
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AC
298
4,903.925861
2,021.642634
3,133.925638
0
6
CA
127
1
BB
0
1
-1
0
200
0
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linux
1
1
0
7
0
0.1
0.655737
-1
46
30
0.023839
-1.681551
AD
1,071
3,242.974208
3,066.09918
3,125.103063
10
4
CD
116
0
BC
0
1
1
0
200
0
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windows
1
1
0
7
0
0.7
0.510735
-1
102
30
0.020257
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AD
1,132
1,927.774077
2,463.731388
3,096.05885
10
10
CD
68
1
BD
0
1
11
0
200
0
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2.35793
linux
1
1
0
7
0
0.7
0.869758
-1
60
40
0.023332
-0.770308
AB
1,181
4,804.458371
2,906.75638
3,082.343602
10
6
CA
218
0
BB
1
1
1
1
1,500
0
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4.625816
other
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1
0
7
0
0.9
0.661137
-1
128
40
0.000217
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AB
673
1,375.050767
1,462.165628
3,130.550729
287
9
CB
89
1
BB
0
1
30
0
200
0
INTERNET
23.581509
other
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1
0
7
0
0.1
0.839928
53
5
40
0.001832
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AC
746
7,024.741641
3,975.466133
3,185.893149
0
9
CA
102
1
BC
1
1
-1
1
200
0
INTERNET
3.107075
linux
1
1
0
7
0
0.8
0.31539
-1
119
30
0.00508
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AC
958
993.379678
2,913.249551
3,064.311222
1
8
CA
235
1
BA
1
1
-1
0
1,500
0
INTERNET
1.791601
other
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1
0
7
0
0.9
0.541336
27
67
40
0.003731
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AB
1,209
2,147.71782
3,655.955037
3,084.310554
13
3
CA
102
0
BC
1
0
1
1
500
0
INTERNET
3.730144
linux
1
1
0
7
0
0.1
0.906021
-1
26
30
0.015994
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AB
1,350
1,350.300214
2,811.622506
4,379.645475
24
19
CD
127
0
BB
0
1
1
1
200
0
INTERNET
3.100534
linux
1
1
0
7
0
0.8
0.670287
31
22
20
0.003762
-0.926472
AD
900
4,525.264774
2,631.490515
3,145.732477
14
9
CA
128
1
BC
0
1
26
0
200
0
INTERNET
9.692997
linux
0
1
0
7
0
0.9
0.47096
-1
35
40
0.010815
-0.957854
AB
1,236
1,942.2659
2,015.412082
3,131.689699
17
10
CB
92
0
BA
0
1
6
0
500
0
INTERNET
9.069616
windows
0
1
0
7
0
0.6
0.809566
27
6
20
0.002893
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AD
597
1,822.182568
3,042.594119
3,178.078495
144
11
CA
140
1
BC
1
1
1
0
200
0
INTERNET
5.35951
linux
1
1
0
7
0
0.2
0.899664
43
148
50
0.014505
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AA
598
3,264.092962
1,879.955167
3,088.408996
1
8
CA
76
1
BC
1
1
-1
0
200
0
INTERNET
6.104194
other
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1
0
7
0
0.7
0.117996
11
12
40
11.89146
-0.566407
AC
855
4,587.233069
4,319.263236
5,134.150921
0
9
CA
102
1
BC
1
1
-1
0
200
0
INTERNET
5.440788
windows
1
1
0
7
0
0.1
0.114799
30
23
30
0.031363
-1.310113
AB
2,215
4,747.709784
3,548.862431
5,166.695684
7
9
CA
124
1
BC
0
1
15
0
200
0
INTERNET
20.535324
windows
1
1
0
7
0
0.7
0.449396
26
34
50
0.016337
-0.906626
AB
965
4,541.756674
3,448.640693
3,073.984308
2,116
3
CA
88
1
BC
0
1
31
0
200
0
INTERNET
4.036957
linux
1
1
0
7
0
0.9
0.576767
-1
22
20
0.024076
-0.675445
AD
794
2,489.876881
6,546.661468
3,159.251577
1
9
CB
183
1
BC
0
1
1
0
200
0
INTERNET
5.722941
other
1
1
0
7
0
0.8
0.986216
-1
171
40
0.012059
-1.006059
AC
568
1,862.331845
2,171.130251
3,131.754463
0
9
CA
279
0
BA
1
1
-1
1
1,500
0
INTERNET
1.311429
windows
0
1
0
7
0
0.1
0.108109
-1
135
40
13.92159
-1.022842
AB
660
5,516.181905
3,998.350388
3,036.712165
307
2
CA
64
1
BE
1
1
1
0
200
0
INTERNET
1.286903
linux
1
1
0
7
0
0.9
0.093494
55
6
40
0.011154
-1.143033
AB
82
3,874.717791
2,415.516716
3,124.378785
16
9
CA
137
0
BD
0
1
28
0
200
0
INTERNET
1.232662
other
1
1
0
7
0
0.6
0.004534
-1
53
30
0.007818
51.037235
AA
725
3,211.628994
1,784.384056
3,051.96458
1
5
CA
236
1
BA
0
1
15
0
200
0
INTERNET
2.780749
other
1
1
0
7
0
0.8
0.109159
-1
159
20
15.582888
31.442348
AA
538
3,890.999646
6,402.051152
3,096.213613
5
13
CA
122
1
BE
0
1
19
1
500
0
INTERNET
4.281819
other
1
1
0
7
0
0.2
0.250979
-1
116
40
0.020703
-1.417656
AB
2,252
4,298.386162
2,612.446392
3,094.958995
10
7
CA
134
1
BB
0
1
1
1
200
0
INTERNET
19.057073
windows
1
1
0
7
0
0.8
0.570965
-1
80
30
0.004099
-0.975987
AC
890
3,283.987386
2,351.15569
3,106.86678
1
6
CA
70
0
BB
1
1
-1
0
500
0
INTERNET
0.282225
linux
1
1
0
7
0
0.7
0.583009
-1
156
40
0.001215
51.038523
AA
1,160
4,791.662039
3,337.887708
3,052.970343
1,698
8
CA
185
0
BA
0
1
26
0
1,500
0
INTERNET
4.022118
linux
1
1
0
7
0
0.5
0.178455
-1
26
20
0.038665
-1.868343
AC
292
2,889.994851
6,190.146711
5,484.890163
0
4
CA
127
1
BE
0
1
-1
0
500
0
INTERNET
4.408016
macintosh
0
1
0
7
0
0.9
0.293397
-1
131
40
0.031707
-1.167287
AD
559
4,366.323573
3,308.631024
3,131.179567
1,399
5
CA
175
0
BA
1
0
28
0
1,500
0
INTERNET
1.616424
windows
0
1
0
7
0
0.9
0.713411
59
14
50
0.004966
-1.546782
AB
1,221
2,903.125426
2,760.196803
3,075.011504
33
3
CA
124
1
BA
1
1
11
0
200
0
INTERNET
1.522193
linux
1
1
0
7
0
0.9
0.658988
-1
96
40
0.026053
10.430501
AD
1,089
4,293.902254
3,093.898199
3,129.291939
2
11
CA
199
1
BE
1
1
3
0
500
0
INTERNET
3.560759
macintosh
1
1
0
7
0
0.4
0.623394
-1
189
50
0.025192
-0.440806
AB
954
6,119.348321
4,091.814072
3,211.190731
1
3
CA
316
1
BA
1
1
1
1
1,500
0
INTERNET
12.923085
linux
1
1
0
7
0
0.4
0.853105
-1
36
20
0.013289
19.22726
AA
2,054
4,620.749706
3,837.185771
3,114.472322
6
8
CA
110
0
BC
1
1
15
0
200
0
INTERNET
2.7016
windows
1
1
0
7
0
0.8
0.097754
-1
159
50
0.021733
51.668526
AA
760
1,985.553294
2,677.735623
3,100.390027
5
5
CA
113
1
BA
1
1
25
0
200
0
INTERNET
9.886136
linux
0
1
0
7
0
0.4
0.583976
-1
40
20
0.036839
-1.160591
AA
191
3,198.447403
2,647.040141
3,183.158748
15
10
CA
98
0
BE
0
1
1
0
500
0
INTERNET
9.299302
other
0
1
0
7
0
0.1
0.54297
-1
27
20
0.025573
-1.29458
AD
466
9,791.135186
2,442.762648
3,127.66455
10
6
CB
29
1
BB
0
1
11
0
200
0
INTERNET
8.056869
windows
0
1
0
7
0
0.9
0.992219
-1
64
40
0.006022
-0.840326
AA
456
1,159.537907
2,427.653385
3,132.096284
13
6
CA
104
0
BB
1
1
1
0
200
0
INTERNET
1.612295
linux
0
1
0
7
0
0.8
0.895742
-1
6
30
0.01315
-1.531555
AC
590
2,798.889987
2,767.179028
3,120.56681
0
11
CA
110
0
BE
0
1
30
0
1,000
0
INTERNET
1.899321
windows
1
1
0
7
0
0.7
0.052745
-1
155
30
0.02707
-1.020879
AA
1,200
1,572.888501
2,806.911617
3,937.854021
1,462
8
CA
122
0
BE
0
1
28
0
200
0
INTERNET
2.039329
other
0
2
0
7
0
0.8
0.188606
-1
87
40
0.033839
-0.783364
AD
1,299
3,614.418235
3,216.371248
3,125.272427
1,491
3
CA
249
1
BE
1
0
1
0
200
0
INTERNET
2.732255
windows
1
1
0
7
0
0.9
0.994496
55
0
40
0.017508
-1.24291
AB
561
2,230.93901
1,902.486906
3,183.379818
8
9
CA
239
0
BA
0
1
26
0
200
0
INTERNET
4.662238
linux
1
1
0
7
0
0.9
0.763943
-1
80
50
0.010512
38.456706
AA
1,596
1,514.638818
3,696.022845
3,153.929675
1
6
CC
187
0
BC
1
1
15
1
500
0
INTERNET
5.914664
windows
1
1
0
7
0
0.9
0.680949
67
3
20
0.019717
-1.414428
AB
178
3,247.554643
3,210.6255
3,005.994302
2
11
CA
80
1
BC
0
1
1
0
200
0
INTERNET
0.247529
windows
1
1
0
7
0
0.7
0.307551
-1
22
30
0.003845
-1.266039
AB
948
4,856.341475
3,434.294552
3,858.764605
16
3
CA
125
0
BC
1
1
1
0
200
0
INTERNET
11.457761
macintosh
1
2
0
7
0
0.9
0.29448
-1
74
30
0.001584
-0.965009
AB
574
4,717.391012
4,239.533652
3,149.002464
0
7
CA
142
0
BA
1
1
2
0
500
0
INTERNET
3.285069
other
1
1
0
7