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int64
0
1
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
0.110396
-1
149
40
0.001766
-0.749393
AD
1,313
6,374.850476
5,633.011747
4,715.128801
9
9
CA
167
0
BE
0
1
1
0
200
0
INTERNET
9.02399
other
1
1
0
4
0
0.9
0.75693
-1
176
40
0.013369
50.761049
AA
749
7,581.507516
5,154.316013
5,173.158375
1
3
CA
117
0
BA
1
1
30
0
500
0
INTERNET
4.197377
other
0
1
0
4
0
0.1
0.108281
-1
73
20
0.011651
-0.954448
AB
1,607
7,154.826532
7,409.825139
6,364.643225
10
15
CA
132
1
BB
0
1
30
1
200
0
INTERNET
5.241836
other
1
1
0
4
0
0.5
0.179386
-1
29
40
0.022927
-0.952612
AC
1,311
6,290.24583
4,404.493877
3,104.436739
1
7
CA
77
1
BC
1
0
-1
0
200
0
INTERNET
6.496161
linux
1
1
0
4
0
0.7
0.726561
-1
135
20
0.002415
-0.306023
AC
2,521
4,231.854233
5,039.674188
4,364.057309
0
7
CA
153
0
BE
0
1
-1
0
500
0
INTERNET
4.814592
windows
1
1
0
4
0
0.9
0.465182
-1
0
40
0.010312
-0.377534
AB
1,283
593.082124
4,619.342751
4,241.471349
19
9
CA
164
1
BC
0
1
1
0
1,500
0
INTERNET
4.589311
windows
0
1
0
4
0
0.9
0.264078
-1
87
50
0.007523
-1.161089
AC
1,285
5,024.642419
4,076.258659
4,957.417821
0
8
CA
167
1
BB
0
1
-1
0
500
0
INTERNET
1.696894
linux
1
1
0
4
0
0.9
0.038058
-1
82
40
0.003485
-1.424073
AB
1,644
7,203.727567
5,704.964834
4,949.25436
1,968
6
CA
123
0
BC
1
1
6
0
200
0
INTERNET
7.198862
linux
0
1
0
4
0
0.9
0.160635
27
4
50
0.018399
-0.558366
AB
1,168
1,318.554022
2,961.880822
4,249.369806
36
4
CA
170
1
BC
1
0
28
0
200
0
INTERNET
2.784527
windows
1
1
0
4
0
0.9
0.765648
32
5
20
0.013662
-1.073065
AB
499
6,617.912839
3,810.217765
4,265.498238
146
11
CA
193
1
BC
0
1
20
0
1,500
0
INTERNET
35.560968
linux
1
1
0
4
0
0.9
0.007297
-1
264
40
0.018468
30.568716
AA
673
7,308.102924
5,968.830221
5,920.858462
514
4
CA
183
0
BC
0
1
28
0
500
0
INTERNET
4.778319
linux
0
1
0
4
0
0.9
0.193113
-1
46
30
0.000955
-1.188173
AC
1,482
6,887.573759
3,015.061845
4,808.383937
0
8
CF
100
0
BC
1
1
-1
0
200
0
INTERNET
1.636312
linux
1
1
0
4
0
0.6
0.116381
27
2
50
0.017446
-0.797059
AD
821
8,231.565996
4,115.602171
4,945.585207
32
6
CA
79
1
BC
1
1
1
1
200
0
INTERNET
4.717868
linux
1
1
0
4
0
0.4
0.360343
-1
32
30
0.001236
107.589874
AA
963
5,418.27481
4,604.539222
5,128.017795
1,615
18
CB
168
1
BC
0
1
11
1
1,000
0
INTERNET
5.793914
other
0
1
0
4
0
0.4
0.263706
-1
112
40
0.059629
-1.294198
AD
1,458
5,613.381468
5,256.464927
4,325.356086
1,281
5
CA
122
0
BE
1
1
15
0
200
0
INTERNET
4.886812
other
1
1
0
4
0
0.2
0.857811
-1
11
30
0.003435
32.19674
AA
1,160
8,584.377551
5,336.298756
4,905.08489
2
15
CA
212
0
BA
1
0
26
0
500
0
INTERNET
2.469033
other
1
1
0
4
0
0.1
0.066461
-1
101
30
0.043761
-1.13956
AB
2,600
2,632.903968
5,454.0483
4,257.585079
15
11
CA
73
1
BB
0
1
1
0
200
0
INTERNET
5.593581
windows
1
1
0
4
0
0.7
0.114816
-1
33
30
0.012094
-0.944711
AB
1,270
7,705.812768
3,595.736175
4,430.895566
13
8
CA
26
1
BB
1
1
28
0
200
0
INTERNET
3.08764
linux
0
1
0
4
0
0.6
0.993692
-1
124
20
0.009422
-0.536049
AC
896
1,512.343511
3,030.240129
4,344.958411
1
8
CA
173
0
BD
0
1
28
1
1,000
0
INTERNET
1.218429
windows
0
1
0
4
0
0.9
0.100779
-1
283
40
0.001776
-0.623429
AB
2,584
8,474.949011
5,058.627505
4,974.88184
17
5
CB
106
0
BE
1
1
10
0
200
0
INTERNET
3.249439
linux
1
1
0
4
0
0.6
0.863306
-1
362
60
0.018432
-1.178112
AB
782
5,396.020361
4,022.23785
4,421.286405
10
3
CC
215
0
BB
1
1
28
1
1,000
0
INTERNET
16.311849
linux
1
1
0
4
0
0.4
0.189886
-1
54
20
0.007262
-0.342566
AB
1,924
1,545.25264
3,120.740007
4,282.482756
12
15
CA
152
1
BE
0
1
20
0
200
0
INTERNET
9.00586
linux
0
1
0
4
0
0.7
0.500517
-1
32
30
0.026978
-1.367243
AC
1,408
3,436.994892
5,214.096681
4,835.440607
0
9
CD
85
0
BB
0
0
-1
0
200
0
TELEAPP
2.089516
other
0
1
0
4
0
0.9
0.203271
-1
55
20
0.020805
37.001803
AA
2,213
4,208.896355
3,755.329737
4,362.333252
2
15
CA
63
0
BE
1
0
1
0
200
0
INTERNET
8.799668
other
1
1
0
4
0
0.9
0.771451
-1
62
30
0.004782
-1.279159
AB
2,993
4,834.468384
5,355.872916
4,395.87347
40
6
CA
177
0
BE
0
1
20
0
1,000
0
INTERNET
4.041875
macintosh
1
1
0
4
0
0.8
0.404644
-1
78
60
0.048213
-0.926347
AB
811
3,345.558004
4,767.413654
4,249.020915
2
6
CA
220
1
BB
1
0
9
1
200
0
INTERNET
4.836183
other
1
1
0
4
0
0.9
0.46
49
0
30
0.004821
-1.082283
AB
1,661
8,173.650921
4,076.716043
3,151.244945
14
8
CA
132
0
BC
0
1
28
0
200
0
INTERNET
2.646988
other
0
1
0
4
0
0.8
0.052056
46
14
30
0.005517
19.240215
AA
2,454
5,249.9634
5,238.966399
4,244.498927
6
7
CA
49
1
BC
0
1
1
1
200
0
INTERNET
2.467062
linux
0
1
0
4
0
0.9
0.102704
-1
83
50
0.02074
-1.553548
AB
952
5,615.774068
3,732.578686
4,233.831906
1,403
3
CB
182
1
BA
1
1
1
0
1,500
0
INTERNET
1.06714
windows
0
2
0
4
0
0.9
0.094138
-1
80
40
0.002478
-1.316471
AB
1,050
2,027.184033
4,273.372919
5,014.050597
11
4
CA
111
1
BA
0
1
28
0
200
0
INTERNET
1.709195
linux
1
1
0
4
0
0.9
0.64335
-1
36
40
0.044017
50.572439
AA
859
4,475.084103
4,180.233769
5,002.017879
5
4
CA
177
0
BA
0
1
31
1
500
0
INTERNET
0.914387
other
1
1
0
4
0
0.7
0.712533
-1
32
20
0.002829
-1.435436
AD
1,140
6,331.418927
5,463.547183
4,928.659067
33
15
CA
1
1
BE
1
1
2
1
200
0
INTERNET
4.910659
linux
0
1
0
4
0
0.6
0.089126
59
10
40
0.014568
-1.42179
AB
1,306
2,204.877702
4,427.572432
4,203.216469
1,386
4
CA
72
0
BB
1
1
1
0
200
0
INTERNET
5.214737
other
1
1
0
4
0
0.1
0.906135
-1
39
30
0.000455
-1.340844
AB
646
7,984.675792
3,608.33448
4,213.798745
1,776
16
CA
244
1
BC
0
1
1
1
1,500
0
INTERNET
7.347014
linux
0
1
0
4
0
0.1
0.924349
-1
39
50
0.012651
-1.797312
AB
3,517
4,380.590083
3,792.990281
4,958.6289
27
5
CF
93
0
BB
1
0
31
1
200
0
INTERNET
6.813002
linux
0
1
0
4
0
0.9
0.324336
-1
108
30
0.012706
-0.741312
AC
2,980
5,249.238268
5,480.223094
4,930.536372
1
9
CF
110
1
BB
0
1
-1
0
200
0
INTERNET
2.767848
linux
0
1
0
4
0
0.4
0.222127
-1
25
60
0.039791
-1.385546
AD
1,983
4,604.608659
3,901.251073
4,741.725351
8
2
CA
149
0
BC
0
1
2
1
500
0
INTERNET
7.548738
linux
0
1
0
4
0
0.1
0.026347
-1
104
60
0.017514
-1.069017
AB
1,022
7,501.361964
5,079.78745
4,263.440252
5
2
CA
113
1
BA
0
1
28
0
500
0
INTERNET
3.235663
windows
0
1
0
4
0
0.5
0.855476
-1
55
20
0.023791
-0.784987
AB
296
5,760.519143
3,932.374705
4,793.644659
9
17
CB
185
1
BB
0
1
1
0
1,500
0
INTERNET
7.142909
other
0
1
0
4
0
0.1
0.844214
-1
97
30
0.021558
-0.946111
AD
1,345
2,868.375484
4,806.15139
4,388.580097
16
18
CA
159
0
BA
0
1
20
0
500
0
INTERNET
5.703957
windows
1
1
0
4
0
0.4
0.83265
-1
83
30
10.742633
50.809531
AA
1,416
3,864.12201
8,908.581641
4,326.319808
2,010
5
CB
56
1
BC
1
1
1
0
200
0
INTERNET
2.799439
windows
1
1
0
4
0
0.1
0.621468
-1
162
20
0.013283
-0.891565
AC
1,513
3,123.301327
2,627.643775
4,408.808837
1
4
CA
98
1
BB
0
1
-1
0
200
0
INTERNET
11.753224
windows
1
1
0
4
0
0.6
0.891017
-1
367
50
0.000164
-0.65698
AB
2,857
6,941.230558
3,973.615595
4,321.040473
17
2
CC
129
1
BA
1
1
19
1
200
0
INTERNET
3.388282
linux
1
1
0
4
0
0.1
0.610521
-1
53
20
0.006766
-0.916415
AB
1,219
4,471.583123
3,462.332712
4,905.442466
198
15
CA
112
0
BB
0
1
20
0
200
0
INTERNET
4.388436
linux
1
1
0
4
0
0.7
0.734753
-1
25
30
0.009456
49.313182
AA
1,768
7,879.303363
4,787.239087
5,569.073605
1,278
11
CB
-45
1
BC
1
1
28
0
200
0
INTERNET
7.864434
linux
0
1
0
4
0
0.3
0.999359
-1
298
10
0.021276
-0.874268
AB
1,160
6,283.1779
4,982.261463
4,879.08994
1
6
CA
172
0
BE
0
1
21
0
200
0
INTERNET
10.075812
windows
0
2
0
4
0
0.6
0.731426
-1
96
40
0.025102
-0.217353
AA
843
4,555.588679
5,481.033231
4,411.433763
4
3
CA
119
0
BB
1
1
30
0
200
0
INTERNET
7.123265
other
1
1
0
4
0
0.3
0.905305
-1
359
60
0.019506
-1.097888
AB
3,919
3,570.939611
8,827.024451
5,518.729973
1,745
2
CF
258
1
BB
1
0
28
0
200
0
INTERNET
5.390114
windows
0
1
0
4
0
0.7
0.035002
-1
83
50
0.015098
-1.559443
AD
987
5,582.541796
4,427.123006
4,916.485073
0
8
CA
95
0
BA
0
1
21
0
200
0
INTERNET
1.24318
linux
1
1
0
4
0
0.5
0.373609
-1
312
30
0.020602
23.380765
AA
1,580
3,411.894933
3,804.687313
4,225.122966
15
13
CE
91
1
BE
0
1
11
0
200
0
INTERNET
4.586283
other
0
1
0
4
0
0.4
0.610532
-1
89
30
7.137275
16.501174
AA
849
7,616.625292
5,255.441215
4,931.303146
14
17
CE
51
1
BC
0
1
5
1
200
0
INTERNET
0.908677
macintosh
1
1
0
4
0
0.8
0.118939
84
14
20
0.006799
101.743819
AA
1,649
4,609.122499
5,650.443469
4,340.571449
5
14
CA
117
0
BE
1
1
1
1
200
0
INTERNET
2.024965
linux
0
1
0
4
0
0.5
0.828058
-1
40
30
0.025733
-1.132899
AD
1,055
6,704.252484
4,029.212845
5,008.833532
19
10
CB
102
0
BB
0
1
10
0
200
0
INTERNET
3.920803
windows
0
1
0
4
0
0.8
0.514472
-1
24
40
0.033464
-0.639837
AD
1,332
3,933.607643
3,813.913105
4,998.712495
40
5
CA
51
1
BA
1
1
28
0
200
0
TELEAPP
4.59413
other
1
2
0
4
0
0.1
0.292651
29
7
20
0.01956
-1.408616
AD
2,833
5,267.663924
5,153.640976
4,113.69394
32
16
CA
64
0
BB
0
1
20
0
200
0
INTERNET
5.607179
windows
1
1
0
4
0
0.4
0.712889
-1
253
20
0.005614
-1.749694
AC
1,153
2,119.907959
4,713.989895
4,457.288969
1
16
CA
104
0
BE
1
1
-1
0
200
0
INTERNET
4.234306
windows
0
1
0
4
0
0.8
0.259902
-1
182
40
0.011684
-1.132752
AC
1,688
2,695.253707
3,228.538145
5,038.743732
1
8
CB
143
1
BA
0
1
-1
0
500
0
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windows
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1
0
4
0
0.8
0.884558
28
5
30
0.003715
33.260381
AE
1,351
657.945262
7,021.801449
4,212.419163
4
5
CB
103
0
BA
0
1
22
0
200
0
INTERNET
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other
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1
0
4
0
0.3
0.091913
-1
95
30
0.034319
41.661803
AA
1,006
4,778.083476
2,533.128618
3,738.251614
2
14
CA
110
0
BA
1
0
30
1
200
0
INTERNET
4.150671
other
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1
0
4
0
0.9
0.239414
26
5
20
0.018523
-1.213794
AB
1,012
2,602.289417
3,052.778563
4,629.879746
32
10
CC
136
0
BC
1
1
10
0
200
0
INTERNET
9.091584
windows
0
1
0
4
0
0.7
0.209945
-1
363
40
0.040073
-1.290983
AB
571
7,004.896892
5,927.935336
4,956.952153
16
13
CA
88
0
BA
1
1
1
0
200
0
INTERNET
3.191124
other
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1
0
4
0
0.2
0.647281
34
19
20
0.00288
48.552455
AA
1,640
8,311.134215
5,621.899729
5,210.800792
16
7
CE
76
1
BE
0
1
15
0
200
0
INTERNET
8.48948
other
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1
0
4
0
0.5
0.869195
54
3
20
0.003146
-0.99102
AB
1,139
4,024.854825
5,062.501407
4,393.411677
13
15
CA
150
1
BC
0
1
15
0
200
0
INTERNET
6.888895
other
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1
0
4
0
0.9
0.356915
-1
81
30
0.000838
-0.270484
AD
868
4,358.023635
4,508.435044
4,810.003027
238
7
CA
95
0
BC
0
1
27
1
200
0
INTERNET
4.664543
linux
0
1
0
4
0
0.4
0.636342
-1
265
20
0.000187
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AC
2,027
5,485.843063
4,890.50599
4,310.43416
0
13
CE
65
0
BE
0
1
-1
0
200
0
INTERNET
1.072172
other
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1
0
4
0
0.1
0.245552
-1
193
20
0.004075
-1.674419
AB
3,121
8,061.093462
5,449.548391
4,261.692792
13
10
CA
179
0
BE
0
1
1
0
1,000
0
INTERNET
4.022141
windows
1
1
0
4
0
0.9
0.490706
-1
26
40
0.007948
-1.597843
AC
1,249
9,162.665022
5,255.193324
5,040.447559
0
7
CB
120
0
BB
0
1
-1
0
200
0
INTERNET
10.688556
windows
1
1
0
4
0
0.4
0.670193
-1
175
50
0.023906
-1.17837
AC
1,610
5,681.999902
4,958.199134
4,975.930888
0
3
CA
185
0
BC
1
0
-1
0
1,500
0
INTERNET
27.272283
linux
0
1
0
4
0
0.9
0.111742
28
32
20
0.03216
17.003998
AB
1,180
8,476.35388
4,235.155486
4,939.096665
3
15
CA
148
1
BE
1
1
28
0
200
0
INTERNET
4.173348
other
0
1
0
4
0
0.9
0.412687
22
11
30
0.006001
-0.757479
AD
1,797
7,345.670499
5,392.352103
4,696.863979
14
18
CB
67
1
BC
1
1
21
0
200
1
INTERNET
10.074499
linux
1
1
0
4
0
0.1
0.63434
-1
27
40
0.01455
-0.960429
AB
1,222
4,614.376352
4,946.797424
4,679.605222
12
8
CA
219
0
BA
0
1
1
1
1,500
0
INTERNET
2.592357
linux
0
1
0
4
0
0.1
0.708986
-1
50
40
0.022151
-1.236999
AB
1,164
1,443.213408
2,809.623301
3,155.991521
15
9
CB
135
1
BA
1
1
1
0
200
0
INTERNET
4.622517
windows
1
1
0
4
0
0.2
0.293505
-1
55
20
0.003222
-0.496969
AC
1,835
6,080.846962
4,917.621315
4,866.57648
1
11
CA
147
1
BE
0
0
-1
0
200
0
INTERNET
12.361859
linux
0
1
0
4
0
0.6
0.344477
-1
49
20
0.006283
0.801227
AA
1,652
4,767.495559
4,876.338399
4,352.289328
1
10
CA
-32
1
BC
1
1
20
0
500
0
INTERNET
6.896677
linux
1
1
0
4
0
0.3
0.458633
147
31
20
0.016628
-0.83068
AC
2,976
2,642.622281
4,247.829301
4,828.231208
0
15
CA
63
1
BC
0
1
-1
0
200
0
INTERNET
6.415228
macintosh
0
1
0
4
0
0.9
0.338248
-1
48
30
0.000572
19.034619
AA
1,649
4,012.242656
4,837.662976
4,676.245324
2
8
CA
78
0
BC
1
1
26
0
200
0
INTERNET
8.868317
other
1
1
0
4
0
0.1
0.79454
-1
189
40
0.003316
51.882546
AA
3,057
3,441.587052
4,332.732286
4,296.374044
1
4
CB
190
1
BA
0
1
5
1
1,000
0
INTERNET
1.570043
windows
0
1
0
4
0
0.1
0.397473
-1
56
30
1.206473
12.629246
AA
1,810
5,776.668431
3,043.606015
5,202.142184
13
13
CA
195
0
BC
0
1
21
1
200
0
INTERNET
3.251768
linux
1
1
0
4
0
0.9
0.02359
31
0
30
0.007455
-0.975889
AB
2,863
7,297.879743
4,831.736411
4,909.185846
10
11
CB
102
0
BC
0
1
5
0
500
0
INTERNET
2.724793
linux
1
1
0
4
0
0.3
0.943698
-1
124
40
0.005164
-0.925618
AD
2,129
1,279.501204
3,824.339664
5,026.793124
750
6
CA
185
0
BB
0
1
31
0
500
0
INTERNET
5.518079
windows
1
1
0
4
0
0.1
0.894998
-1
98
50
0.033508
-0.997613
AB
1,297
5,534.485913
4,324.644156
4,528.556532
620
8
CA
157
1
BB
0
1
30
0
200
0
INTERNET
16.448456
other
0
1
0
4
0
0.6
0.20268
-1
145
30
0.002945
19.879466
AA
516
4,535.871309
4,005.713509
4,747.955057
1,600
5
CB
78
0
BC
1
0
15
1
200
0
TELEAPP
2.440421
other
0
1
0
4
0
0.4
0.540789
-1
113
30
0.012259
-1.16633
AB
2,963
8,735.410665
5,843.780007
4,959.046346
15
8
CA
111
0
BB
0
1
1
0
200
0
INTERNET
8.046583
other
0
1
0
4
0
0.1
0.997313
13
9
20
0.006859
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AC
2,204
3,575.524155
4,258.073044
4,991.849578
0
18
CA
76
0
BE
0
1
-1
0
200
0
INTERNET
3.65055
macintosh
1
1
0
4
0
0.6
0.326144
-1
7
30
0.009146
-1.130833
AC
2,786
5,421.445682
5,782.021309
5,041.707157
1
11
CA
167
1
BD
0
1
-1
0
500
0
INTERNET
1.520459
other
0
1
0
4
0
0.7
0.60196
-1
187
10
0.022888
51.362759
AA
1,107
3,676.80235
5,154.350944
4,197.475871
5
5
CA
118
1
BC
0
1
22
0
200
0
INTERNET
1.37608
macintosh
0
1
0
4
0
0.7
0.163339
81
5
30
0.049787
-1.080335
AC
1,316
5,559.515547
4,938.024572
4,723.622343
1
11
CA
300
1
BA
0
1
-1
0
200
0
INTERNET
12.930818
other
0
1
0
4
0
0.7
0.69461
-1
67
20
0.026147
24.003054
AA
1,138
4,526.712276
2,193.848748
5,055.817747
12
8
CA
201
0
BC
0
1
1
0
500
0
INTERNET
0.975702
other
1
1
0
4
0
0.5
0.114283
-1
35
50
0.030284
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AB
1,237
5,383.000487
5,473.216832
4,408.848415
49
5
CA
197
1
BB
1
1
1
0
1,000
0
INTERNET
10.509831
linux
1
1
0
4
0
0.1
0.25726
-1
33
50
0.033619
-1.155004
AC
1,611
5,910.993546
4,478.707974
4,446.788382
1
9
CA
115
1
BC
0
1
-1
0
200
0
INTERNET
5.244388
linux
1
1
0
4
0
0.8
0.409325
-1
67
30
0.024275
-0.850947
AC
1,447
4,766.374803
3,508.236947
4,909.346891
1
11
CB
89
0
BB
0
1
-1
0
200
0
INTERNET
6.614206
other
1
1
0
4
0
0.9
0.783721
-1
163
40
0.015887
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AB
149
999.353649
3,509.516112
4,788.410959
2
4
CA
208
0
BA
1
1
15
0
2,000
0
INTERNET
9.072219
macintosh
0
1
0
4
0
0.9
0.247493
-1
157
40
0.003751
28.239886
AB
2,590
1,099.439883
3,973.792245
4,322.737947
807
6
CA
263
1
BA
0
1
6
0
1,000
0
INTERNET
18.173058
other
0
1
0
4
0
0.4
0.658469
-1
27
20
0.01935
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AB
657
3,546.143081
2,861.993449
4,913.983956
7
4
CA
176
1
BB
0
1
1
0
1,500
0
INTERNET
25.752783
linux
0
1
0
4
0
0.1
0.936143
-1
217
10
0.014983
-1.167744
AB
1,547
8,221.389996
6,058.193972
5,021.696982
15
7
CA
100
1
BE
0
1
30
0
200
0
INTERNET
1.892279
windows
1
1
0
4
0
0.6
0.341373
-1
181
30
0.039745
20.529284
AA
508
4,635.485238
4,274.637853
4,839.469821
1,218
4
CA
171
1
BC
1
1
31
0
1,000
0
INTERNET
5.133935
linux
1
1
0
4
0
0.3
0.813954
-1
31
20
0.033597
-1.556627
AB
1,080
8,225.015367
5,999.964037
4,868.597125
15
9
CA
114
0
BE
0
1
1
0
200
0
INTERNET
5.435799
other
0
1
0
4
0
0.4
0.192771
-1
32
30
0.015267
-1.432282
AC
1,368
1,876.559154
2,119.419894
4,317.479047
0
8
CA
-7
0
BC
0
1
3
0
200
0
INTERNET
6.146587
macintosh
0
1
0
4
0
0.9
0.350648
-1
119
40
0.043096
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AB
1,115
1,520.837447
4,258.936044
5,122.563432
27
4
CA
229
0
BA
1
1
1
0
500
0
INTERNET
2.9552
windows
0
1
0
4
0
0.8
0.074164
-1
42
50
0.002468
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AB
3,400
3,815.670129
3,389.159187
4,380.736944
11
6
CB
204
1
BA
1
1
1
0
500
0
INTERNET
2.07628
linux
1
1
0
4