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int64
-1
383
current_address_months_count
int64
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428
customer_age
int64
10
90
days_since_request
float64
0
78.5
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float64
-15.53
113
payment_type
stringclasses
5 values
zip_count_4w
int64
1
6.7k
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float64
-170.6
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float64
1.3k
9.51k
velocity_4w
float64
2.83k
6.99k
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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
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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
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int64
0
0
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int64
0
7
0
0.9
0.495607
115
9
40
0.010838
32.602442
AA
2,019
4,240.962548
4,980.460137
4,783.830654
128
6
CA
226
0
BA
0
1
1
1
500
0
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3.299291
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0
0.4
0.90666
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40
30
0.028502
-1.625015
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2,460
5,735.493593
4,769.804586
4,901.967256
0
12
CA
215
0
BC
0
1
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0
200
0
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7.25389
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0.780254
311
9
40
0.004128
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3,491
1,985.319712
3,695.288473
5,045.665815
10
12
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73
0
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linux
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0.7
0.079207
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65
30
0.021526
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915
8,097.666866
3,986.413892
4,865.685182
1
13
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193
0
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0
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31
0
500
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0.2
0.383314
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139
20
0.002854
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1,690
7,550.263651
4,764.584666
4,926.549946
45
9
CA
142
1
BE
0
1
31
0
200
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4.383357
windows
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1
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0
0.1
0.344879
60
0
30
0.007118
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3,450
1,242.135899
4,696.094133
4,915.161351
1
8
CB
61
0
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200
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1.312058
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1
1
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0
0.1
0.898283
-1
146
50
0.008754
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1,080
5,497.930081
4,431.827189
4,238.457047
0
10
CA
127
0
BA
1
1
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0
500
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9.385483
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0.9
0.521625
46
5
30
0.000502
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AD
568
6,876.849521
4,136.652315
5,042.185475
12
17
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79
0
BC
0
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200
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2.428665
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1
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0.6
0.277959
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131
30
0.01328
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1,151
5,111.136879
5,582.205434
4,705.747638
1
11
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277
1
BA
1
1
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1,500
0
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7.165945
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1
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4
0
0.8
0.115069
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35
30
0.018848
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1,881
5,109.75552
3,733.507415
5,060.126715
38
13
CA
89
1
BC
1
1
20
0
200
0
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11.333985
windows
1
2
0
4
0
0.1
0.170319
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69
30
0.731171
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1,347
4,170.293395
3,023.534582
4,267.175681
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10
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200
1
BB
0
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200
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0.9
0.7535
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110
30
0.008392
23.946395
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2,043
7,336.807593
5,752.477577
4,241.006346
1,779
8
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265
0
BC
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1
1,500
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0.9
0.307662
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57
30
0.006501
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2,821
5,383.487331
3,178.001124
4,226.008035
7
7
CB
311
1
BC
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1
28
0
1,500
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0.8
0.149689
139
32
20
0.515047
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3,085
9,642.564647
4,566.008989
4,671.750549
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11
CA
193
0
BC
0
1
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200
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7.446998
linux
1
1
0
4
0
0.9
0.170449
-1
48
50
0.009037
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AC
2,419
5,971.730169
3,922.25402
4,280.97235
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3
CA
128
0
BB
0
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1
1,000
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windows
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0.9
0.873655
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33
40
2.340519
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915
8,819.008443
5,929.77322
4,915.660062
1
5
CA
110
0
BC
0
1
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200
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2.073343
linux
0
1
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4
0
0.8
0.84708
-1
160
20
0.015469
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1,053
4,737.947558
2,991.737538
3,945.646444
13
9
CA
250
0
BE
0
1
1
0
1,500
0
INTERNET
4.768758
other
0
1
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4
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0.7
0.875502
-1
63
40
0.001671
22.905304
AA
1,870
7,374.832505
4,618.516835
4,323.176923
2
14
CB
107
1
BC
1
1
1
1
200
0
INTERNET
1.212512
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0
0
0
4
0
0.1
0.673371
-1
253
10
0.003659
-0.47601
AB
893
8,866.542177
6,005.640917
4,951.902253
775
6
CA
45
0
BE
1
1
31
0
200
0
INTERNET
5.285945
linux
0
1
0
4
0
0.7
0.893574
55
6
50
14.567226
-0.985245
AB
3,549
9,169.100267
4,930.08283
5,527.903465
891
10
CF
104
1
BD
1
1
-1
0
200
0
INTERNET
16.902125
windows
1
1
0
4
0
0.2
0.295034
-1
130
10
0.004438
-0.624535
AD
711
8,967.979366
3,396.986378
5,009.350511
8
7
CA
112
0
BE
0
0
1
0
200
0
INTERNET
3.270303
other
1
1
0
4
0
0.1
0.220516
-1
31
40
0.014872
-1.131297
AB
970
6,183.258885
3,883.008344
4,369.03487
14
4
CA
94
1
BC
1
1
20
0
200
0
INTERNET
9.425769
other
0
1
0
4
0
0.6
0.536657
-1
40
20
0.016474
-1.117492
AC
904
4,634.585005
5,635.68744
4,904.258544
1,845
14
CA
9
0
BC
1
1
-1
0
200
0
INTERNET
7.226854
linux
0
2
0
4
0
0.8
0.233007
-1
137
40
0.021402
-0.932656
AD
1,128
1,296.937304
2,807.376991
4,392.823266
10
5
CA
23
0
BB
0
1
1
0
200
0
INTERNET
3.019373
linux
1
1
0
4
0
0.7
0.121639
23
15
30
0.000895
-0.64212
AC
1,689
5,459.945514
3,667.016211
4,773.88648
0
13
CA
164
0
BC
1
1
-1
0
500
0
INTERNET
8.690685
other
0
1
0
4
0
0.9
0.191375
-1
39
20
0.00478
-0.534717
AC
1,309
5,585.983819
4,544.223676
4,588.292798
0
16
CA
165
1
BC
0
1
-1
0
510
0
INTERNET
7.529797
linux
0
1
0
4
0
0.5
0.673781
-1
147
90
0.003373
-0.43814
AB
212
3,923.215114
3,078.780197
4,254.113429
11
2
CC
219
1
BA
1
1
30
0
1,500
0
INTERNET
3.184468
linux
0
1
0
4
0
0.6
0.079284
-1
318
40
0.00683
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AC
2,489
5,880.717651
2,972.586216
4,839.428144
0
3
CC
204
1
BB
1
0
-1
0
500
0
INTERNET
3.777801
windows
0
1
0
4
0
0.1
0.427254
-1
197
30
0.014499
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AD
1,198
5,552.956223
4,055.208043
4,299.925074
15
11
CA
31
0
BC
1
1
1
0
200
0
INTERNET
4.457332
windows
1
1
0
4
0
0.9
0.644835
-1
76
50
0.007114
98.84535
AA
1,490
5,653.816956
4,248.981387
4,718.488345
206
8
CB
220
0
BA
1
1
1
1
1,500
0
INTERNET
2.327733
windows
1
1
0
4
0
0.1
0.361156
55
2
30
0.014037
-1.803138
AB
1,273
8,739.734195
6,382.195464
4,685.960785
47
10
CA
98
1
BC
0
1
28
0
200
0
INTERNET
2.527824
other
0
1
0
4
0
0.8
0.780036
25
10
40
0.008896
-1.090041
AC
2,300
9,560.16429
5,433.432081
5,308.17359
1
10
CB
278
0
BC
0
1
-1
0
1,500
0
INTERNET
54.407969
windows
1
1
0
4
0
0.8
0.243183
-1
55
30
0.003652
-0.745819
AB
1,056
6,118.535066
4,080.59343
4,157.179291
35
11
CA
108
1
BD
1
1
15
1
500
0
INTERNET
1.706585
other
1
1
0
4
0
0.9
0.854348
-1
56
40
0.004347
-0.586324
AB
914
2,359.292469
4,190.843079
4,413.009146
41
10
CA
98
1
BD
1
1
31
0
200
0
INTERNET
6.34925
linux
0
1
0
4
0
0.6
0.511221
56
2
30
0.004652
-0.437689
AB
901
1,331.815103
3,774.340353
4,877.951281
22
8
CA
141
0
BB
0
1
5
0
500
0
INTERNET
7.921876
linux
0
1
0
4
0
0.8
0.726811
-1
290
30
0.00013
36.134384
AA
1,249
2,643.063475
4,039.474254
5,424.341502
16
11
CB
166
0
BA
0
1
15
0
1,500
0
INTERNET
7.104964
other
0
1
0
4
0
0.3
0.167299
-1
59
20
5.804767
9.582879
AA
2,373
8,452.932111
5,758.639975
4,902.237447
45
12
CA
-19
0
BE
0
1
20
1
200
0
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3.619111
other
1
1
0
4
0
0.7
0.814148
-1
236
50
0.012722
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AB
1,101
5,758.368272
8,986.893818
4,961.579038
8
7
CA
269
0
BC
0
1
10
0
1,500
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INTERNET
16.855124
windows
0
1
0
4
0
0.6
0.751337
57
23
10
0.017613
50.039064
AA
1,319
1,875.137561
5,096.312075
4,368.049263
239
5
CA
166
0
BC
1
1
28
0
200
0
INTERNET
1.063202
other
1
1
0
4
0
0.8
0.493842
-1
219
40
0.019752
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AB
791
3,582.362484
2,994.549819
4,966.960556
1
14
CA
180
0
BA
0
1
20
1
1,000
0
INTERNET
1.2318
other
1
1
0
4
0
0.5
0.345785
33
20
30
0.006462
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AB
1,583
7,535.266261
4,623.554859
4,914.341174
17
6
CA
165
0
BC
0
1
1
0
500
0
INTERNET
2.036353
linux
0
2
0
4
0
0.7
0.37622
-1
358
20
0.003306
-0.92784
AD
1,777
5,202.055419
3,695.453642
5,131.952938
8
15
CA
102
0
BE
1
0
2
0
200
0
INTERNET
3.985161
other
0
1
0
4
0
0.9
0.706462
-1
41
50
0.008506
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AB
1,390
5,990.323318
4,679.192222
4,412.32423
9
9
CA
115
0
BB
1
1
1
1
200
0
INTERNET
6.3346
linux
1
1
0
4
0
0.9
0.165673
-1
26
30
0.011903
-1.159823
AB
2,914
6,116.177704
4,814.998706
4,861.630685
1,750
8
CA
139
1
BC
1
1
15
0
500
0
INTERNET
11.289431
linux
1
1
0
4
0
0.5
0.165531
225
6
30
0.019392
-1.350488
AB
1,716
7,136.09073
5,564.786607
4,207.729791
9
2
CB
102
1
BC
1
1
-1
0
200
1
INTERNET
5.335001
linux
1
1
0
4
0
0.1
0.108466
13
9
50
0.004587
-1.37391
AC
1,576
4,149.600466
4,518.66506
4,255.158633
1
5
CC
194
0
BC
0
1
-1
0
500
0
INTERNET
2.634658
linux
0
1
0
4
0
0.9
0.504166
-1
256
40
0.01515
-0.731108
AD
688
4,710.367745
7,067.65173
4,376.737034
13
6
CA
247
0
BA
0
1
11
0
1,000
0
INTERNET
7.273811
windows
0
1
0
4
0
0.9
0.139279
-1
34
50
0.018682
-0.788219
AB
433
2,718.80286
4,099.87863
4,257.141101
276
9
CA
79
0
BC
0
1
31
0
200
0
INTERNET
0.653401
windows
1
1
0
4
0
0.8
0.20119
-1
122
30
0.017881
-1.073186
AC
1,243
6,030.300086
4,216.474236
4,186.743144
0
13
CA
136
0
BC
0
1
-1
1
200
0
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2.218268
other
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1
0
4
0
0.2
0.892404
56
8
20
0.011414
51.293644
AA
1,010
3,748.243707
4,243.538982
4,311.551823
44
15
CA
59
1
BD
0
1
1
1
200
0
INTERNET
17.970996
linux
1
1
0
4
0
0.9
0.561906
27
2
20
0.009892
-0.931453
AB
677
1,351.437603
2,902.629475
4,471.699722
880
9
CA
161
0
BA
0
1
1
0
200
0
INTERNET
3.70162
windows
1
1
0
4
0
0.7
0.208342
108
100
40
0.009504
25.013876
AA
1,352
3,039.35994
3,117.118418
4,306.133827
14
12
CB
206
0
BF
1
1
11
1
200
0
INTERNET
1.072338
other
1
1
0
4
0
0.6
0.229478
9
3
30
0.014661
13.143033
AA
805
783.786967
3,647.234069
4,327.430193
48
17
CA
143
0
BC
1
1
15
0
200
0
INTERNET
1.007644
windows
0
1
0
4
0
0.1
0.264393
-1
70
40
0.014918
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AC
4,745
6,489.207497
4,702.43958
4,789.063533
0
1
CF
99
0
BB
0
0
-1
1
200
0
INTERNET
2.599125
windows
0
2
0
4
0
0.8
0.650096
-1
48
20
1.288468
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AC
948
8,963.490766
5,215.821684
4,904.987968
1
10
CA
123
1
BE
0
1
-1
0
200
0
INTERNET
9.403148
other
1
1
0
4
0
0.3
0.086589
-1
30
60
0.011638
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AB
1,201
7,743.225795
7,725.87428
4,782.306104
14
2
CC
168
1
BC
0
1
10
0
500
0
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6.426057
linux
0
1
0
4
0
0.2
0.155079
-1
40
40
0.011218
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AD
1,016
4,296.400987
3,120.548511
4,944.095149
1
5
CF
116
1
BC
1
1
15
0
200
0
INTERNET
12.698279
linux
0
1
0
4
0
0.8
0.324821
-1
82
50
0.000496
39.705029
AA
4,218
986.30815
3,521.28147
4,994.229912
1,344
3
CA
61
1
BA
0
1
30
1
1,500
0
INTERNET
9.401454
linux
0
1
0
4
0
0.2
0.748057
-1
41
30
0.012159
18.050784
AA
1,720
9,284.292399
6,357.845121
4,147.155309
1,983
7
CA
174
1
BC
1
1
15
1
500
0
INTERNET
5.285393
other
0
1
0
4
0
0.1
0.438446
-1
190
20
0.002599
-0.487522
AA
717
11,728.695457
5,736.91744
4,287.159002
2
8
CA
101
0
BE
0
1
20
0
500
0
INTERNET
1.52855
macintosh
1
1
0
4
0
0.7
0.460615
54
2
30
0.020833
-0.633763
AC
981
8,301.021834
5,910.213556
4,741.335903
0
8
CA
145
0
BC
0
1
-1
0
200
0
INTERNET
7.439623
other
0
1
0
4
0
0.1
0.356644
12
18
20
0.02271
-1.546805
AC
1,410
5,312.619029
2,582.764083
4,204.544147
0
8
CA
141
0
BC
0
1
20
0
200
0
INTERNET
1.271646
other
1
1
0
4
0
0.7
0.417111
37
3
20
0.005791
-1.005123
AB
1,616
1,113.02339
3,264.312423
4,916.866635
2
15
CA
191
0
BC
0
1
21
0
500
0
INTERNET
3.033971
linux
0
1
0
4
0
0.8
0.663685
-1
39
40
0.024234
-1.119568
AB
897
6,308.535058
4,959.126887
3,871.508837
13
12
CF
145
1
BB
0
1
5
0
200
0
INTERNET
2.921395
windows
1
1
0
4
0
0.5
0.744598
24
41
40
29.37613
26.921372
AA
2,799
6,022.324593
7,524.006008
4,442.333243
2
7
CA
59
0
BC
0
1
21
0
200
0
INTERNET
16.019173
other
1
1
0
4
0
0.8
0.160858
-1
50
30
0.039964
-0.897922
AB
1,088
5,075.460084
5,172.749786
5,047.035681
18
8
CA
7
0
BA
1
1
31
0
200
0
INTERNET
8.553024
other
1
1
0
4
0
0.2
0.323692
-1
92
60
0.000479
-1.244818
AB
840
4,591.10972
7,542.333912
4,391.23051
1
15
CA
84
0
BB
1
1
-1
1
200
0
INTERNET
2.67615
macintosh
0
1
0
4
0
0.8
0.832564
53
1
20
0.011906
-1.044974
AB
415
1,429.138053
3,140.885957
4,268.039038
11
15
CA
165
0
BC
1
0
28
0
1,500
0
INTERNET
2.976269
windows
0
1
0
4
0
0.7
0.343782
54
16
20
0.018009
50.760815
AA
1,742
3,510.651525
5,233.294073
5,053.524062
1
14
CA
81
1
BE
0
1
28
1
200
0
INTERNET
4.574364
windows
1
1
0
4
0
0.7
0.848142
25
17
20
0.009766
-1.178551
AB
1,541
5,399.7265
5,133.424284
4,850.879347
20
13
CA
186
1
BB
1
1
1
0
500
0
INTERNET
1.72814
other
0
1
0
4
0
0.9
0.860921
-1
135
40
0.005748
-0.93775
AC
1,538
1,669.21428
5,100.054417
5,091.510647
1
10
CA
245
0
BA
1
0
-1
0
1,500
0
INTERNET
5.146657
windows
0
1
0
4
0
0.4
0.821519
-1
56
40
0.006824
-1.753875
AD
582
7,648.708418
4,853.073067
4,637.350322
29
8
CA
63
1
BA
0
1
6
0
200
0
INTERNET
4.753598
other
1
1
0
4
0
0.8
0.073743
37
9
30
0.032628
-1.03408
AB
953
1,903.204691
3,157.735945
4,172.251495
13
15
CA
181
1
BC
0
1
28
0
500
0
INTERNET
3.472473
windows
0
1
0
4
0
0.4
0.810417
-1
56
50
0.018742
-0.821779
AC
1,673
6,859.991062
3,911.14788
4,750.230611
1
8
CA
293
1
BD
0
1
-1
0
1,500
0
INTERNET
5.117542
windows
0
1
0
4
0
0.3
0.087473
53
4
20
0.033827
-0.795009
AC
3,163
5,827.873869
5,480.426955
5,045.33422
6
13
CA
106
0
BC
0
1
-1
0
200
0
INTERNET
15.09065
other
0
1
0
4
0
0.6
0.132802
-1
33
40
0.01981
-0.909418
AC
1,198
3,138.428828
4,644.959653
4,376.166992
1
8
CD
82
1
BC
1
1
-1
0
200
0
INTERNET
6.125574
other
1
1
0
4
0
0.1
0.490774
-1
288
10
0.012321
-0.59028
AC
532
5,797.8017
3,395.214976
5,034.585251
0
6
CA
55
1
BE
1
1
-1
0
200
0
INTERNET
9.844138
windows
0
1
0
4
0
0.9
0.686886
-1
246
40
0.000702
-0.764166
AD
1,155
5,267.461169
2,955.214975
4,347.080118
10
8
CA
167
1
BE
0
1
6
0
1,000
0
INTERNET
12.937223
windows
0
1
0
4
0
0.6
0.538654
-1
184
20
0.024229
-0.343954
AB
975
3,895.022029
3,428.108682
4,285.038235
13
10
CA
137
1
BB
0
1
26
0
200
0
INTERNET
1.694615
other
0
1
0
4
0
0.9
0.410332
-1
161
50
0.028961
-0.989098
AB
619
1,746.54202
1,992.357602
4,279.93101
159
2
CC
194
0
BA
1
1
31
0
1,500
0
INTERNET
0.67937
linux
1
1
0
4
0
0.9
0.751903
-1
90
30
0.001193
25.283294
AA
1,220
6,403.786943
3,916.260976
4,405.625624
17
8
CA
211
1
BC
0
1
28
1
500
0
INTERNET
1.783054
windows
0
1
0
4
0
0.3
0.532959
14
15
40
0.01793
-0.585603
AB
1,910
4,589.046717
3,164.346049
4,816.466572
11
9
CA
46
1
BB
1
0
25
0
200
0
INTERNET
10.297877
linux
0
1
0
4
0
0.6
0.709311
50
2
30
0.019233
-1.489811
AD
942
3,165.51055
6,246.460689
4,857.308961
13
13
CA
131
1
BC
0
1
1
0
200
0
INTERNET
8.567115
windows
0
1
0
4
0
0.9
0.780137
-1
148
30
0.030127
-0.871656
AB
675
6,843.817975
3,259.905945
4,944.710422
13
10
CA
278
1
BB
1
1
1
0
1,000
0
INTERNET
3.643107
windows
1
1
0
4
0
0.2
0.883455
-1
30
30
25.60255
-1.178518
AC
2,542
8,285.681964
4,677.214011
4,814.073829
0
11
CA
105
1
BC
1
1
-1
0
200
0
INTERNET
8.000089
windows
1
1
0
4
0
0.6
0.729611
-1
84
30
0.038703
51.140823
AA
2,894
4,894.136018
5,233.058734
4,361.288862
1
15
CA
139
0
BC
0
1
-1
0
200
1
INTERNET
3.96459
windows
1
1
0
4
0
0.7
0.755243
29
10
20
0.004771
-0.91423
AC
285
11,827.51081
4,357.503016
4,138.000517
1
3
CA
117
1
BC
0
1
-1
0
200
0
INTERNET
1.847846
other
1
1
0
4
0
0.4
0.795264
-1
61
30
0.000431
-1.34407
AB
1,708
2,230.377314
3,610.978503
4,378.696015
1,862
11
CA
71
0
BB
1
0
10
1
200
0
INTERNET
2.340789
linux
0
1
0
4
0
0.1
0.993534
-1
67
60
0.02747
-0.517292
AB
843
5,459.848169
4,184.293184
4,890.705342
12
5
CA
190
0
BA
0
1
15
1
1,500
0
INTERNET
4.103964
windows
0
1
0
4
0
0.2
0.297031
-1
230
40
0.008759
-0.596897
AC
692
5,895.135342
5,176.609513
4,332.248912
1
5
CA
182
1
BB
1
0
-1
0
1,000
0
INTERNET
9.375242
other
0
1
0
4
0
0.9
0.997773
-1
53
20
0.902013
19.460712
AA
930
5,297.556054
5,159.617956
4,324.79671
2,278
20
CA
73
1
BC
1
1
1
0
500
0
INTERNET
5.307729
other
1
1
0
4
0
0.3
0.865457
-1
130
20
0.035078
-1.390828
AC
1,643
4,245.49236
5,408.926463
4,863.618609
0
9
CA
122
1
BE
0
1
-1
0
200
0
INTERNET
3.80797
windows
1
1
0
4
0
0.9
0.72018
-1
77
40
0.651285
26.476364
AA
811
2,669.318967
2,789.667087
3,137.081863
229
6
CA
182
0
BC
0
1
1
0
500
0
INTERNET
8.637219
macintosh
1
1
0
4
0
0.6
0.433705
38
4
20
0.001051
-1.032592
AC
274
5,041.266963
2,863.836894
4,257.481792
1
8
CA
58
0
BC
1
1
-1
0
200
0
INTERNET
9.21479
windows
1
1
0
4
0
0.1
0.848438
-1
30
30
0.030611
50.230916
AB
1,440
6,261.876943
4,628.042001
4,821.324218
17
10
CA
161
1
BB
1
1
28
0
1,500
0
INTERNET
3.356983
windows
1
1
0
4
0
0.5
0.864925
162
19
20
0.029281
-1.475068
AB
2,041
5,472.738914
3,724.672726
4,325.879117
704
13
CA
208
0
BB
0
1
28
0
200
0
INTERNET
3.962709
other
0
1
0
4
0
0.1
0.367858
-1
42
50
0.004379
-0.854199
AB
1,237
1,396.026472
2,457.507205
4,337.297202
2
3
CC
115
0
BB
1
0
1
0
200
0
INTERNET
1.499301
windows
0
1
0
4
0
0.7
0.020184
-1
94
40
0.004
-0.612384
AB
1,168
1,406.218364
3,128.198657
4,321.937868
19
6
CA
86
0
BB
1
1
1
0
200
0
INTERNET
-1
other
1
1
0
4
0
0.1
0.554686
-1
168
50
0.003585
-0.91795
AC
3,705
8,939.082528
4,945.367762
4,805.175165
0
8
CA
203
0
BA
1
0
-1
0
510
0
TELEAPP
3.763533
windows
0
0
0
4
0
0.1
0.230248
-1
250
20
7.861041
49.83378
AA
1,154
10,947.675272
6,205.312223
4,414.192964
15
9
CA
133
1
BE
0
1
31
0
200
0
INTERNET
2.94685
linux
1
1
0
4