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int64
0
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income
float64
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0.9
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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
0.1
0.164576
-1
34
40
0.675168
-0.822786
AC
1,897
9,400.663934
6,967.072137
5,053.039778
1
10
CA
70
1
BC
1
0
-1
0
200
0
INTERNET
4.086148
other
0
1
0
4
0
0.9
0.063578
34
7
50
0.009051
-0.653269
AD
2,969
5,953.568749
4,339.349729
5,020.201251
15
3
CB
170
1
BC
1
1
21
0
1,000
0
INTERNET
16.300915
windows
0
1
0
4
0
0.6
0.060138
53
17
30
0.011598
-1.160219
AC
1,452
5,777.506295
4,974.691196
4,631.021848
0
10
CA
165
0
BB
0
1
-1
0
500
0
INTERNET
3.346824
linux
1
1
0
4
0
0.8
0.844836
46
5
40
0.036952
-1.709475
AB
677
5,306.666821
3,225.99516
4,291.565959
15
9
CA
130
0
BB
1
1
1
1
200
0
INTERNET
1.283586
other
0
1
0
4
0
0.9
0.820239
-1
227
50
0.017681
-1.170738
AB
752
1,488.634973
6,075.811142
4,927.89004
26
6
CB
148
0
BB
1
0
1
1
200
0
INTERNET
1.282625
other
0
1
0
4
0
0.6
0.173553
-1
9
50
0.000791
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AB
1,122
8,102.715179
2,970.617246
4,415.867114
893
4
CA
92
1
BB
0
1
5
0
200
0
INTERNET
5.281279
windows
0
1
0
4
0
0.8
0.822707
11
24
10
0.023042
-0.672266
AD
979
3,723.276573
3,123.040584
4,755.603277
6
8
CA
116
0
BC
0
1
1
0
200
0
INTERNET
13.0994
linux
0
1
0
4
0
0.1
0.202541
-1
188
20
0.020443
-1.299567
AB
2,605
2,693.001534
4,974.462565
4,284.742376
21
6
CE
173
1
BE
0
1
1
0
200
0
INTERNET
2.740577
macintosh
1
1
0
4
0
0.9
0.803962
-1
43
50
0.003878
-0.622282
AB
785
6,805.239486
2,712.840807
4,257.973744
15
4
CA
214
0
BC
1
0
21
1
500
0
INTERNET
1.779555
other
0
1
0
4
0
0.7
0.376796
-1
122
60
0.008669
16.587045
AA
1,520
4,384.716423
3,417.257858
4,379.324251
2
3
CE
183
1
BB
0
1
2
0
200
0
INTERNET
1.774267
linux
1
1
0
4
0
0.6
0.88111
-1
81
50
0.016511
-1.247625
AC
795
5,629.559416
4,349.878786
4,847.971336
0
5
CA
158
1
BC
1
0
-1
1
500
0
INTERNET
25.872275
windows
1
1
0
4
0
0.8
0.793074
10
8
30
9.994697
-0.631833
AC
936
7,188.124583
4,943.253545
4,317.460555
0
9
CD
93
1
BB
1
0
-1
0
200
0
INTERNET
3.137253
windows
0
1
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4
0
0.9
0.017469
124
188
40
0.01568
-1.368695
AB
606
3,576.641049
3,652.123049
4,978.148402
37
3
CA
172
1
BC
1
1
1
1
1,000
0
INTERNET
1.793303
linux
1
1
0
4
0
0.6
0.723679
-1
283
50
0.038532
-0.907559
AB
1,591
6,640.15961
5,231.843921
4,488.271282
1,899
7
CA
156
1
BB
1
1
1
1
200
0
INTERNET
18.988792
other
0
1
0
4
0
0.9
0.263693
-1
115
40
0.000531
-0.980772
AC
1,311
6,938.332789
4,674.478413
5,191.623541
0
8
CA
88
1
BA
1
1
-1
1
1,500
0
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1.125913
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1
0
4
0
0.5
0.234443
-1
364
60
0.028388
-0.913547
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1,151
5,323.341843
4,416.350395
4,514.425322
957
1
CC
137
0
BA
1
0
30
0
500
0
INTERNET
19.480032
windows
0
1
0
4
0
0.9
0.520821
-1
21
40
0.04004
-1.564435
AD
3,628
5,577.817588
4,849.764519
4,229.665507
11
6
CA
218
1
BC
1
1
26
0
200
0
INTERNET
2.95305
windows
0
1
0
4
0
0.9
0.89994
-1
47
20
0.000143
-1.049987
AC
3,269
3,909.075758
3,090.301065
5,129.663159
2
10
CA
105
0
BA
0
1
-1
0
200
0
INTERNET
4.045531
windows
0
1
0
4
0
0.2
0.479334
-1
103
10
0.046651
48.756695
AA
2,992
4,878.59995
5,008.34639
4,274.865154
43
4
CE
151
0
BC
0
1
21
0
200
0
INTERNET
5.305477
other
0
1
0
4
0
0.1
0.422216
-1
182
30
0.029234
-1.511376
AB
2,102
7,989.875848
7,193.601294
6,473.823558
10
14
CB
103
0
BC
0
1
1
0
200
0
INTERNET
1.868667
other
0
1
0
4
0
0.3
0.671682
-1
49
40
0.014436
-1.333385
AD
2,138
7,405.005871
5,498.38111
5,106.932453
9
12
CA
165
0
BC
0
1
26
1
1,000
0
INTERNET
4.241447
other
1
1
0
4
0
0.6
0.667046
49
130
40
7.567734
-1.036752
AC
3,483
2,303.265798
3,936.917365
4,355.032699
0
7
CA
135
0
BA
0
1
-1
0
500
0
TELEAPP
7.134597
other
0
1
0
4
0
0.2
0.765405
-1
230
20
0.013606
-1.168363
AB
3,575
4,277.986162
5,530.178115
4,992.533151
1,451
13
CA
137
1
BE
0
1
1
0
200
0
INTERNET
6.908362
other
1
1
0
4
0
0.7
0.139778
-1
29
20
0.01665
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AB
1,486
5,100.257123
4,710.774193
4,878.322982
299
6
CA
100
0
BC
1
1
1
0
200
0
INTERNET
5.936095
other
0
1
0
4
0
0.8
0.020033
25
-1
30
0.023505
-1.682498
AB
1,694
2,857.058227
3,253.154243
4,875.335339
1
17
CA
66
1
BC
0
1
20
0
200
0
INTERNET
1.227259
other
1
1
0
4
0
0.4
0.113655
-1
39
20
0.024808
-1.03993
AD
2,283
4,047.047938
5,715.905125
4,201.569752
7
17
CA
90
1
BC
0
1
20
0
200
0
INTERNET
8.987277
macintosh
0
1
0
4
0
0.9
0.72781
10
3
30
0.015119
-1.168763
AB
1,138
3,900.84822
4,474.362328
5,156.065747
8
2
CA
194
0
BC
1
1
1
0
500
0
INTERNET
5.829164
windows
0
1
0
4
0
0.7
0.395432
-1
322
40
0.814781
-1.248572
AC
1,054
3,748.342136
4,990.022723
4,966.399805
1
8
CA
177
0
BA
1
0
-1
0
1,500
0
INTERNET
4.768177
other
1
1
0
4
0
0.6
0.727468
-1
35
30
0.006995
-1.768111
AB
904
2,711.028461
2,662.4757
4,294.266534
49
21
CA
231
1
BC
0
1
1
0
1,500
0
INTERNET
7.855438
windows
0
1
0
4
0
0.1
0.823147
-1
252
20
0.016288
-0.923827
AC
2,372
4,538.47339
5,079.963902
4,157.636346
0
18
CA
166
0
BE
0
1
-1
0
510
0
INTERNET
7.893618
windows
0
1
0
4
0
0.7
0.828412
25
44
50
0.011977
51.658291
AA
1,425
6,344.251189
7,055.363143
4,873.210178
1,396
6
CA
70
1
BB
1
0
10
0
200
0
INTERNET
5.99751
linux
0
1
0
4
0
0.3
0.566378
121
9
50
0.5935
-1.508113
AC
1,177
8,965.137379
4,968.614388
4,918.916561
0
7
CD
60
1
BB
0
1
-1
0
200
0
INTERNET
9.241643
windows
1
1
0
4
0
0.9
0.56143
-1
157
20
0.011589
-0.405802
AB
1,000
1,363.570008
4,224.721995
4,888.41465
4
7
CA
157
0
BA
0
1
31
0
500
0
INTERNET
1.112298
windows
1
1
0
4
0
0.4
0.458226
-1
161
50
0.016418
-1.19111
AB
4,249
1,249.483106
3,148.50254
4,889.753706
8
4
CA
351
0
BB
1
1
3
0
200
0
INTERNET
4.986431
other
1
1
0
4
0
0.8
0.556297
-1
23
40
0.014226
-1.015389
AB
1,104
5,566.038452
5,235.130845
4,307.272976
12
10
CA
112
0
BC
1
1
1
1
200
0
INTERNET
4.872947
windows
0
1
0
4
0
0.1
0.652544
-1
36
60
7.084381
-0.46727
AD
924
5,155.151837
5,614.271843
4,322.18403
1
5
CA
57
1
BC
0
1
28
0
200
0
INTERNET
17.16744
linux
1
1
0
4
0
0.6
0.667946
44
29
50
2.926416
13.106822
AA
989
5,476.04321
5,212.28447
4,909.196722
1
4
CA
221
1
BC
1
0
-1
0
1,500
0
INTERNET
15.797754
linux
1
1
0
4
0
0.6
0.865016
-1
9
20
0.001235
-0.919439
AC
2,584
10,024.231314
5,868.385482
4,780.959053
0
9
CA
67
0
BC
0
1
-1
0
200
1
INTERNET
8.736228
linux
1
1
0
4
0
0.1
0.253431
-1
72
20
0.020336
-0.757064
AB
3,875
8,917.435182
5,597.669555
4,875.354433
4
5
CA
30
0
BE
1
1
21
0
200
0
INTERNET
4.432554
windows
1
1
0
4
0
0.1
0.551914
-1
377
30
1.379692
51.497448
AA
896
9,652.314776
5,213.56997
4,282.276071
6
13
CA
39
1
BE
1
1
25
1
200
0
INTERNET
36.989894
windows
1
1
0
4
0
0.3
0.078998
219
13
20
0.020126
-0.727119
AC
634
5,584.050549
5,247.757427
4,647.204669
1
11
CA
97
1
BD
0
1
-1
0
500
0
INTERNET
8.502227
macintosh
0
1
0
4
0
0.2
0.300402
35
10
30
4.885391
-1.090684
AC
1,975
4,974.080225
4,992.264491
4,320.808211
1
2
CA
79
0
BC
0
1
-1
1
200
0
INTERNET
13.012981
other
0
1
0
4
0
0.1
0.010578
11
9
30
0.005293
-1.344208
AB
1,080
6,066.881228
3,677.293265
5,076.704731
390
15
CA
74
1
BC
0
1
5
0
200
0
INTERNET
13.630076
linux
1
1
0
4
0
0.1
0.77053
-1
91
20
0.01095
-0.600892
AB
1,124
2,194.511258
3,152.690123
4,257.458182
16
3
CE
127
0
BE
0
1
30
0
200
0
INTERNET
10.473362
windows
0
1
0
4
0
0.7
0.176823
-1
40
20
2.027844
-1.315008
AB
431
6,715.858805
4,669.061242
4,735.479921
9
11
CA
52
0
BC
0
1
30
0
200
0
INTERNET
7.476586
windows
0
1
0
4
0
0.9
0.309336
-1
254
40
0.010809
-1.249737
AC
828
4,604.246777
4,212.033307
4,199.153765
1
6
CB
106
0
BD
1
0
-1
0
200
0
INTERNET
1.1172
other
1
2
0
4
0
0.6
0.4815
45
6
20
0.006806
-1.358993
AD
944
8,178.412881
5,108.08477
4,308.66281
1,884
11
CA
88
1
BC
0
1
29
0
200
0
INTERNET
3.717066
linux
1
1
0
4
0
0.6
0.507737
-1
328
20
0.012467
26.335627
AA
1,083
7,281.287678
4,476.951602
5,611.052019
2
8
CD
55
0
BE
1
0
10
0
200
0
INTERNET
1.448951
other
1
1
0
4
0
0.8
0.429488
10
5
40
0.002552
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AC
1,206
5,969.49699
4,037.16542
4,990.302487
1
7
CA
283
1
BC
0
1
-1
0
200
0
INTERNET
11.832414
linux
0
1
0
4
0
0.4
0.655648
-1
245
20
0.004066
-1.319463
AD
1,591
767.6471
3,250.269269
4,395.224419
12
9
CA
140
0
BE
0
0
31
0
500
0
INTERNET
10.792786
windows
0
1
0
4
0
0.9
0.098473
-1
8
30
0.012263
-0.904438
AB
2,546
858.737638
3,683.778439
4,234.980014
10
17
CA
95
0
BE
0
1
1
1
200
0
INTERNET
3.183709
other
0
1
0
4
0
0.3
0.347959
-1
195
20
0.007448
-0.717111
AB
5,933
7,507.808132
4,043.135799
4,979.757911
17
10
CA
105
0
BE
1
1
31
0
200
0
INTERNET
3.938734
windows
1
1
0
4
0
0.9
0.143326
-1
65
30
0.010949
-1.393598
AB
1,376
4,480.132021
4,186.631397
4,275.884161
7
10
CA
220
0
BC
0
1
15
1
500
0
INTERNET
3.872572
other
1
1
0
4
0
0.8
0.290037
-1
65
50
8.821601
-1.391807
AA
2,850
4,403.262365
5,139.424652
4,411.005459
1
6
CA
-16
1
BC
1
1
11
0
200
0
INTERNET
8.174684
linux
0
1
0
4
0
0.6
0.305895
-1
184
40
0.014713
-0.808063
AC
2,275
1,572.373727
2,922.272085
4,184.782129
0
9
CA
149
1
BC
0
1
-1
0
200
0
INTERNET
2.561597
other
1
1
0
4
0
0.7
0.998501
-1
26
30
0.001257
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AB
89
5,677.721309
5,886.827099
5,533.675952
14
7
CA
73
1
BC
0
1
15
0
200
0
INTERNET
10.860277
windows
0
2
0
4
0
0.8
0.040282
-1
35
30
0.000636
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AB
1,306
4,749.490494
4,396.22788
4,219.835897
27
15
CA
76
1
BB
1
1
20
1
200
0
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0.4
0.273861
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7
30
0.030269
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5,348.974859
5,342.120214
4,886.92154
2
24
CA
141
1
BC
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1
1
0
200
0
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windows
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1
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0
0.6
0.858568
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188
40
0.005609
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929.364328
3,239.667048
4,416.626514
40
5
CA
201
0
BB
1
1
5
0
1,000
0
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1
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4
0
0.2
0.888332
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45
30
1.798271
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1,559
8,046.592777
5,057.412909
4,307.179438
1
10
CA
18
0
BE
0
1
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0
200
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linux
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1
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0
0.1
0.754097
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234
30
0.014474
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2,800
4,912.795319
4,498.063395
4,474.020243
14
7
CB
141
1
BE
0
1
30
0
200
0
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1
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4
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0.7
0.55376
107
9
30
0.016521
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AC
946
4,854.355403
4,983.840004
4,359.342607
0
8
CA
142
0
BA
0
1
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1
200
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1
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4
0
0.4
0.04888
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82
30
0.009848
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1,741
10,305.394001
4,217.782182
4,626.724288
10
16
CA
33
1
BC
0
1
30
0
200
0
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linux
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1
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4
0
0.9
0.564791
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96
30
0.011528
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2,438
3,411.709167
5,297.088858
4,320.822743
9
10
CA
148
0
BC
1
1
1
0
1,000
0
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windows
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1
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4
0
0.9
0.273179
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113
40
0.010413
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4,439
2,731.894683
2,869.377617
4,239.934568
1
5
CA
226
0
BA
0
1
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1
2,000
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0.9
0.157028
107
178
40
0.010301
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827
814.825211
5,288.32134
4,435.771987
668
4
CA
99
1
BA
0
1
31
0
200
0
INTERNET
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1
0
4
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0.8
0.988949
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27
30
0.019022
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3,018
6,934.213762
3,831.90072
5,042.602648
27
18
CA
166
0
BC
0
1
2
1
1,000
0
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windows
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1
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0
0.9
0.021984
30
5
30
0.012439
13.185844
AA
2,050
5,399.036069
3,822.217347
4,970.046731
7
14
CA
167
0
BC
0
1
28
1
200
0
INTERNET
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1
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4
0
0.6
0.645655
303
42
30
6.818595
4.837128
AA
885
6,049.104627
3,440.774676
4,769.229328
644
8
CA
34
1
BB
0
1
3
0
200
0
INTERNET
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windows
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1
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4
0
0.1
0.151875
10
7
30
0.019875
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AB
288
5,124.230474
4,487.003347
4,754.607617
315
13
CA
240
1
BC
0
1
1
0
1,000
0
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windows
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1
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0.8
0.999405
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51
40
0.021044
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931
6,906.51232
4,059.984135
4,316.796068
11
11
CB
277
0
BC
0
1
1
1
1,500
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1
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4
0
0.7
0.835017
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112
20
0.037764
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4,029
4,430.571319
4,396.720886
4,204.827222
15
13
CA
142
1
BB
0
1
15
0
200
0
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macintosh
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1
0
4
0
0.9
0.895178
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62
40
0.021431
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2,171
4,736.171004
5,357.411483
5,128.772077
8
6
CB
242
1
BA
0
1
1
1
1,500
0
INTERNET
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macintosh
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1
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4
0
0.1
0.509035
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77
50
0.003944
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1,142
5,829.879907
4,715.419474
6,009.616021
16
24
CA
196
0
BA
0
0
1
0
1,000
0
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windows
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1
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0.6
0.301617
27
2
30
0.032332
27.053684
AA
4,200
6,425.593475
4,696.078439
4,761.96679
1,529
5
CA
201
1
BA
0
1
28
1
1,500
0
INTERNET
6.481285
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1
0
4
0
0.1
0.142689
-1
5
30
12.612144
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AC
1,564
5,769.527215
4,641.532516
4,989.241874
0
12
CA
86
1
BB
0
1
-1
0
200
0
INTERNET
2.896105
linux
1
1
0
4
0
0.9
0.327755
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253
40
0.002164
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AC
959
6,359.772322
3,619.137015
4,461.253062
0
5
CA
133
0
BA
1
1
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0
200
0
INTERNET
1.56723
other
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1
0
4
0
0.2
0.53862
27
8
20
0.020332
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AB
1,475
7,565.064358
7,482.786692
5,079.586258
3
6
CA
120
0
BC
0
1
21
0
200
0
INTERNET
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macintosh
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1
0
4
0
0.6
0.17964
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98
40
0.019273
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AC
1,258
4,354.652796
5,107.879313
4,726.607303
1
8
CA
90
0
BA
0
1
-1
0
200
0
INTERNET
5.306069
windows
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1
0
4
0
0.9
0.17565
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168
40
0.010093
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AB
1,298
1,703.68277
5,668.601815
4,949.074592
4
8
CA
94
0
BA
1
1
1
0
200
0
INTERNET
2.915249
windows
0
1
0
4
0
0.9
0.838336
-1
124
10
19.817053
33.610444
AA
1,324
4,958.226375
5,926.769822
4,258.178497
2
5
CA
112
0
BE
0
0
25
0
200
0
INTERNET
7.83796
other
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1
0
4
0
0.8
0.104826
313
5
30
0.031274
50.087998
AA
848
3,367.895726
3,212.244379
3,084.623453
8
6
CA
64
1
BC
1
1
21
0
200
0
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linux
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1
0
4
0
0.1
0.185734
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13
30
0.000566
12.009352
AA
1,570
3,039.353517
5,108.962248
4,324.438219
25
10
CA
90
1
BE
0
1
11
1
200
0
INTERNET
4.515746
linux
0
1
0
4
0
0.9
0.62031
102
21
30
0.006543
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AD
555
2,836.703032
3,894.684792
4,459.784979
1
7
CA
192
1
BC
0
1
15
0
1,500
0
INTERNET
1.58152
linux
0
1
0
4
0
0.9
0.992986
-1
41
20
0.000997
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AC
2,163
4,894.632192
4,980.646577
4,209.202202
1
12
CA
104
1
BC
0
1
-1
0
200
0
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52.893362
linux
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1
0
4
0
0.5
0.59185
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47
40
1.600671
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AC
2,305
7,698.348396
4,756.94722
6,589.612981
1
5
CA
119
1
BC
0
1
-1
0
1,500
0
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27.444442
linux
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1
0
4
0
0.2
0.104237
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269
50
0.038905
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AB
1,225
3,221.608088
5,583.505415
4,867.917756
1,819
6
CB
168
1
BA
0
1
1
0
500
0
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other
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1
0
4
0
0.9
0.215245
-1
138
40
0.017986
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AB
789
5,166.260423
4,378.84974
5,027.670025
1,343
4
CA
176
1
BB
1
1
10
0
500
0
INTERNET
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linux
0
1
0
4
0
0.9
0.675229
-1
39
30
0.035691
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AD
1,321
3,566.951014
6,125.974896
4,436.531412
13
12
CA
68
1
BE
0
1
30
0
200
0
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linux
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1
0
4
0
0.9
0.221163
-1
31
50
0.018818
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AB
2,775
4,408.236208
3,317.847289
4,412.580351
8
3
CA
170
0
BB
1
1
28
1
500
0
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1
0
4
0
0.7
0.258157
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70
20
1.112206
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AC
942
9,255.67112
5,039.254858
5,139.242822
1
9
CD
67
0
BE
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1
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1,500
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1
0
4
0
0.9
0.177848
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94
40
0.00856
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2,208
7,255.41534
4,836.029317
4,804.347793
0
8
CA
36
1
BC
1
0
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0
200
0
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linux
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1
0
4
0
0.5
0.189966
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120
40
0.020437
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AC
941
4,361.136832
4,309.138272
5,127.525597
0
3
CB
108
0
BB
0
1
-1
0
200
0
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windows
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1
0
4
0
0.1
0.089524
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310
40
0.014167
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AB
1,014
4,335.763701
5,941.494102
3,744.522199
14
5
CF
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0
BE
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1
28
0
200
0
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linux
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1
0
4
0
0.1
0.287032
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56
20
0.005967
19.889798
AA
1,041
9,490.433503
4,971.775332
4,346.276843
2
12
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49
1
BB
0
1
5
0
200
0
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2.506503
x11
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1
0
4
0
0.7
0.222425
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223
50
0.011349
24.852477
AA
751
6,228.136807
4,113.134376
4,407.521825
2
1
CA
136
0
BA
1
1
5
0
1,500
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other
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1
0
4
0
0.8
0.919486
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50
20
0.01033
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AC
1,833
5,677.225602
3,265.402425
4,410.805294
0
23
CA
108
1
BC
0
1
-1
0
200
0
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other
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1
0
4
0
0.7
0.875278
252
3
20
0.007277
15.130487
AA
736
2,285.348566
5,262.601498
4,377.266306
1,218
7
CB
180
1
BE
1
1
11
0
500
0
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macintosh
0
1
0
4
0
0.2
0.196042
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362
50
0.002655
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AB
1,322
4,001.729397
3,775.503497
4,359.835447
14
10
CA
159
0
BA
1
1
2
1
1,500
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11.882723
windows
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1
0
4
0
0.4
0.994163
181
10
20
0.002224
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1,608
3,857.375638
2,607.916772
4,997.881489
8
12
CA
152
0
BC
0
1
6
0
200
0
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4.278057
macintosh
1
1
0
4