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int64
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383
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int64
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428
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int64
10
90
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float64
0
78.5
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float64
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int64
1
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float64
-170.6
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float64
1.3k
9.51k
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float64
2.83k
6.99k
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int64
0
2.39k
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int64
0
39
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stringclasses
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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
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keep_alive_session
int64
0
1
device_distinct_emails_8w
int64
-1
2
device_fraud_count
int64
0
0
month
int64
0
7
0
0.4
0.529732
26
11
20
0.007143
-0.951268
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856
2,829.145247
6,338.667853
3,158.329805
0
13
CB
168
1
BC
1
0
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1,000
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0
1
0
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0.7
0.868711
10
8
40
0.020388
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390
3,953.569539
2,469.599913
3,142.387895
19
3
CA
226
0
BC
0
1
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0
1,000
0
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4.650278
linux
1
1
0
7
0
0.4
0.854976
-1
81
40
0.033248
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1,067
2,046.255442
3,350.223517
3,140.694866
9
4
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213
1
BA
1
0
28
1
1,500
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1
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0.9
0.48472
48
12
30
0.011698
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797
4,352.124113
3,083.427484
3,149.003524
1
4
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77
0
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1
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200
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1.697337
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1
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0
0.8
0.177441
38
189
30
0.009012
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1,821
4,017.41101
2,727.708518
3,107.856184
2
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230
1
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0
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1
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1,000
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0.82083
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132
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0.012963
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418
6,529.228577
3,707.720864
3,080.081377
15
6
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296
0
BA
1
1
26
0
1,500
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9.818525
windows
1
1
0
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0
0.4
0.601246
-1
40
30
0.04037
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AD
720
2,923.735253
2,316.887755
3,127.027645
20
6
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101
1
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0
1
30
0
200
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0.8
0.557865
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44
50
1.824892
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663
4,297.862087
3,300.485565
3,130.359071
2
6
CA
20
0
BB
1
1
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200
0
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5.265358
windows
1
1
0
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0
0.6
0.109961
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36
40
0.020832
16.757818
AA
1,125
5,262.538954
2,392.259241
3,986.453979
6
7
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118
1
BC
1
1
10
0
1,500
0
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5.571902
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0.9
0.830201
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265
50
0.008262
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670
2,860.480413
3,205.127369
3,086.315999
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3
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152
1
BA
1
1
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0
500
0
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18.768975
linux
0
1
0
7
0
0.2
0.855128
-1
139
20
0.003461
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1,185
3,732.814224
3,348.718015
3,086.11092
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10
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111
1
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30
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321
20
6.61656
56.675209
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319
3,781.405258
2,484.106063
3,119.492565
20
1
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178
0
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200
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0.7
0.392495
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33
30
0.020892
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2,137
3,910.846189
2,963.739204
3,118.696677
21
5
CA
105
1
BB
1
1
1
1
200
0
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5.329811
linux
0
1
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0.6
0.169683
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179
40
0.007082
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996
4,236.016231
2,061.552264
3,079.614889
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6
CA
139
1
BA
1
1
28
0
200
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linux
1
1
0
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0
0.9
0.122743
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58
40
0.04047
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241
3,914.494937
3,584.421379
3,596.378508
1,693
7
CA
193
0
BA
0
1
1
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500
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0.614041
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2
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0.12321
92
3
30
0.015477
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1,412
3,617.819981
2,207.790146
3,110.896631
35
4
CA
105
0
BA
0
1
30
0
200
0
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6.125739
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1
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7
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0.8
0.877034
-1
39
30
0.030879
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663
3,515.204047
1,600.651766
3,107.379525
10
6
CA
218
0
BB
0
1
6
0
500
0
INTERNET
6.903769
linux
0
1
0
7
0
0.9
0.999789
-1
41
20
0.006871
-0.469346
AD
739
5,278.717242
3,756.380504
3,080.785984
10
7
CA
290
1
BD
0
1
10
0
200
0
INTERNET
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linux
0
1
0
7
0
0.7
0.78251
57
5
40
0.021713
-0.65361
AB
414
2,708.083332
3,045.72509
3,055.043737
1
8
CE
83
1
BC
0
1
11
0
200
0
INTERNET
1.52279
linux
1
1
0
7
0
0.2
0.172971
-1
12
40
0.001741
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AB
777
604.072032
3,507.825121
4,147.556993
1,997
9
CA
169
1
BB
0
1
16
0
200
0
INTERNET
7.723711
linux
1
1
0
7
0
0.6
0.774825
-1
30
20
0.027139
24.904416
AA
1,743
5,968.162491
3,754.228732
6,674.975394
19
4
CA
77
0
BE
0
1
20
0
200
0
INTERNET
8.528009
other
1
1
0
7
0
0.8
0.081297
-1
343
40
0.0071
-1.214991
AB
1,086
4,076.999078
3,015.921747
3,138.849574
40
6
CB
184
1
BE
1
0
31
1
200
0
INTERNET
3.764158
windows
0
1
0
7
0
0.4
0.118196
-1
43
30
0.034116
-1.906041
AB
647
4,070.529156
2,412.90795
3,135.199391
8
6
CA
125
1
BC
1
0
15
0
200
0
INTERNET
2.612793
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7
0
0.4
0.705508
114
10
30
0.006774
99.757399
AA
713
3,381.918051
3,238.08593
3,084.472295
247
7
CA
104
1
BB
0
1
27
0
200
0
INTERNET
2.878995
other
0
1
0
7
0
0.9
0.463846
50
5
20
0.024669
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AB
94
7,888.516211
5,582.297775
3,126.297412
8
6
CA
61
0
BC
0
1
1
0
200
0
INTERNET
26.61657
other
1
1
0
7
0
0.9
0.456309
205
17
20
13.171835
-0.380103
AC
837
5,971.92928
3,935.852487
3,127.271063
0
15
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154
1
BC
0
1
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0
200
0
INTERNET
2.754693
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1
1
0
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0
0.9
0.645373
-1
124
40
0.002683
-1.288721
AB
739
1,572.076205
2,305.858734
3,184.934373
8
4
CA
208
0
BB
0
1
1
1
500
0
INTERNET
1.664836
other
1
1
0
7
0
0.9
0.607105
-1
217
40
0.011268
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1,173
5,043.909244
3,363.399592
3,065.784472
12
9
CA
146
0
BA
0
1
1
1
500
0
INTERNET
1.865922
windows
1
1
0
7
0
0.8
0.879076
-1
44
40
0.001128
30.134166
AB
1,186
3,666.304954
4,968.420403
3,157.417075
15
12
CC
85
1
BC
0
1
20
0
200
0
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5.245936
linux
0
1
0
7
0
0.9
0.503993
-1
17
20
0.032974
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399
6,847.064084
4,811.380825
3,091.493216
1,480
11
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87
0
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1
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200
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4.583142
macintosh
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1
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0.7
0.386476
54
5
20
0.005577
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673
1,966.995622
2,818.346011
3,111.925797
0
7
CA
112
0
BC
1
0
-1
0
200
0
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1.579011
windows
1
1
0
7
0
0.9
0.27212
28
10
40
0.000254
48.586532
AA
687
927.915576
2,417.947766
3,189.541858
3
4
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128
0
BA
0
1
15
0
500
0
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2.422638
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0
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0
0.7
0.481062
48
4
20
0.012609
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AC
492
3,846.812806
2,721.731334
3,152.688236
15
5
CA
97
0
BB
1
1
20
0
200
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0.2
0.899562
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23
20
0.006245
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960
1,982.261985
1,788.093764
3,155.723146
16
15
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192
0
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0
1
25
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1,500
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INTERNET
3.785213
other
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0
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0.1
0.170956
71
12
30
18.907582
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1,051
5,029.766976
3,065.0533
3,130.323483
8
13
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110
1
BD
1
1
15
0
200
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9.396449
linux
1
1
0
7
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0.9
0.319373
59
4
30
0.001327
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238
1,037.103414
2,300.940887
3,145.597723
1
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101
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0
1
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200
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8.857569
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0
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0.8
0.152608
-1
257
50
0.028927
19.338483
AA
994
3,074.681843
4,407.856792
3,088.95599
491
2
CC
182
1
BA
1
1
1
1
200
0
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2.940517
windows
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1
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7
0
0.9
0.161497
-1
82
40
0.00372
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AC
871
1,137.611218
3,434.140684
3,059.05056
1
9
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138
0
BC
1
1
-1
1
200
0
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7.614588
other
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0
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0.1
0.738106
-1
55
30
0.011126
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545
2,878.295474
1,675.630516
3,021.182187
1
6
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271
1
BE
0
1
-1
0
990
0
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1.976481
windows
1
1
0
7
0
0.6
0.989041
-1
45
40
0.031197
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1,236
3,273.389836
3,452.318339
3,132.568255
1
14
CD
117
1
BB
1
1
3
0
200
0
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9.870035
linux
1
1
0
7
0
0.1
0.503426
-1
47
40
0.00419
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753
3,605.111323
3,291.086137
3,036.265334
1
5
CD
118
1
BD
1
1
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0
200
0
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windows
1
1
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0
0.9
0.884431
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74
70
0.032951
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490
5,739.038215
2,764.258445
3,064.17331
12
2
CC
166
1
BB
1
1
1
0
200
0
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11.015168
x11
1
1
0
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0.6
0.078872
-1
29
30
0.014215
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1,481
5,202.019045
6,411.456899
3,131.650927
2
10
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122
1
BC
0
1
-1
0
200
0
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3.329014
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0
1
0
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0.9
0.085932
-1
146
20
0.00155
-1.1491
AC
774
6,478.937114
2,904.362686
3,067.089286
4
2
CB
171
0
BA
0
1
-1
0
200
0
INTERNET
0.749295
windows
0
1
0
7
0
0.4
0.468346
46
6
30
0.009719
-1.483191
AC
844
4,194.202175
2,444.720631
3,082.835936
8
11
CB
135
1
BC
0
1
-1
0
200
0
INTERNET
2.005807
linux
1
1
0
7
0
0.8
0.74044
-1
33
40
0.01299
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AD
1,060
2,585.578429
3,112.79654
3,025.997027
14
1
CD
144
0
BB
1
1
1
0
200
0
INTERNET
1.171123
other
0
1
0
7
0
0.5
0.528145
-1
23
50
0.01934
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AB
626
3,309.841557
3,509.501401
5,028.793457
16
5
CE
112
0
BA
1
1
28
1
200
0
INTERNET
3.16315
linux
1
1
0
7
0
0.8
0.317297
-1
2
30
0.007957
-0.997715
AB
271
2,140.752119
2,913.643086
3,103.986798
17
3
CA
214
0
BA
0
1
15
0
500
0
INTERNET
2.192094
windows
1
1
0
7
0
0.1
0.606084
-1
43
20
0.009374
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AC
1,960
4,671.159527
3,422.786054
5,085.104495
0
12
CA
117
1
BC
1
1
-1
0
200
0
INTERNET
3.783539
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1
1
0
7
0
0.5
0.267501
-1
107
20
21.680286
-0.971239
AC
1,737
4,235.78244
3,228.841603
5,300.3973
1
13
CA
52
0
BE
0
1
-1
0
200
0
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3.034452
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0
0
0
7
0
0.8
0.04444
-1
65
30
0.00943
-1.58308
AC
520
3,350.476253
1,979.32684
3,164.937134
0
10
CA
105
0
BB
1
1
-1
0
200
0
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0.93219
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1
1
0
7
0
0.5
0.637368
-1
58
40
0.012046
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AB
2,655
5,174.387633
6,351.063999
3,109.935119
14
3
CA
220
0
BC
0
1
1
0
500
0
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4.980427
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1
1
0
7
0
0.8
0.804628
-1
143
40
0.018375
49.745245
AA
1,885
3,095.835269
1,964.996966
3,078.17543
3
3
CA
113
0
BC
0
1
31
0
200
0
INTERNET
1.587281
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1
1
0
7
0
0.9
0.849414
94
48
30
0.010871
43.692952
AA
959
2,888.002899
1,873.976851
3,127.278897
31
7
CD
136
0
BB
0
1
25
0
200
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1
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7
0
0.8
0.484686
-1
44
10
0.0027
43.510425
AA
1,757
3,370.110236
2,563.309609
3,142.442636
5
7
CA
88
0
BE
0
1
11
1
200
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12.984956
linux
0
1
0
7
0
0.7
0.41378
-1
33
30
0.001097
20.895285
AA
841
5,806.388002
2,391.149595
3,162.367364
15
7
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79
1
BC
1
1
28
0
1,000
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4.368671
linux
1
1
0
7
0
0.6
0.872419
-1
130
50
0.026098
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636
4,653.829819
3,049.876105
3,011.700408
15
6
CA
299
0
BA
0
1
6
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1,000
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0.445182
windows
1
1
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0.9
0.419328
25
39
30
0.008683
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AC
971
3,161.886665
3,332.173616
3,073.366045
0
4
CF
218
0
BB
0
1
-1
1
510
0
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8.958736
linux
1
1
0
7
0
0.3
0.850031
-1
127
30
0.02326
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AB
819
5,115.948882
3,029.160147
3,138.201536
12
8
CA
190
1
BB
1
1
20
0
1,000
0
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3.227702
linux
1
1
0
7
0
0.9
0.262451
-1
6
40
0.049606
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AB
1,149
3,911.00565
3,144.267861
3,143.194262
13
6
CA
179
0
BC
1
1
1
0
990
0
INTERNET
3.495262
linux
1
1
0
7
0
0.5
0.991679
-1
46
30
0.015314
41.677906
AA
1,610
4,070.113487
3,709.144047
4,371.152509
55
12
CA
107
1
BC
0
1
28
0
200
0
INTERNET
4.521545
windows
1
1
0
7
0
0.8
0.404082
108
30
40
0.029943
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AB
646
995.274478
2,592.001776
3,150.750755
6
3
CA
86
1
BC
1
1
25
0
200
0
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other
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1
0
7
0
0.4
0.151342
23
8
20
0.001184
27.723877
AA
686
15,083.386865
2,983.106681
3,069.944747
4
9
CA
111
1
BE
0
1
29
0
200
0
INTERNET
5.779097
linux
0
1
0
7
0
0.8
0.039116
26
10
60
0.02984
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AB
980
797.656904
4,830.342359
3,085.287059
1,722
7
CF
124
1
BC
1
1
1
0
500
0
INTERNET
2.985311
other
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1
0
7
0
0.1
0.079103
94
4
20
15.207521
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AB
678
5,873.735651
6,255.573008
3,164.474805
5
10
CA
151
1
BB
0
1
28
0
500
0
INTERNET
8.643054
windows
1
1
0
7
0
0.9
0.52477
117
3
30
0.007792
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AB
241
799.715139
1,733.27506
3,111.468756
12
11
CA
217
0
BA
0
1
3
0
1,000
0
INTERNET
32.336587
linux
1
1
0
7
0
0.9
0.125023
-1
31
40
0.003382
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AA
810
3,322.471243
3,866.89463
3,137.585591
1
4
CB
142
0
BB
1
1
-1
1
200
0
INTERNET
3.985646
other
1
1
0
7
0
0.4
0.505087
56
10
60
0.014342
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AB
2,953
1,045.849484
3,227.698822
3,128.096306
15
5
CA
70
1
BC
1
1
10
0
200
0
INTERNET
22.804953
linux
0
1
0
7
0
0.9
0.71463
114
0
30
0.02562
-1.06309
AC
299
3,462.640301
2,297.365657
3,023.147382
0
6
CA
106
0
BD
1
1
-1
0
200
0
INTERNET
5.865871
linux
1
1
0
7
0
0.1
0.00165
-1
115
50
0.0266
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AD
471
1,812.595034
2,519.564145
3,077.412226
1
4
CD
133
1
BB
1
1
10
0
200
0
INTERNET
36.105414
linux
1
1
0
7
0
0.2
0.106493
59
2
20
0.032672
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AB
1,190
8,162.779603
3,563.269649
3,098.637128
17
5
CA
207
1
BD
0
1
1
0
1,000
0
INTERNET
1.652406
windows
0
1
0
7
0
0.8
0.925441
-1
99
10
0.00838
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AB
1,187
5,211.454425
2,654.548045
3,125.690377
9
9
CA
89
1
BD
0
1
1
0
200
0
INTERNET
4.524434
linux
1
1
0
7
0
0.2
0.432975
-1
45
40
0.030714
-0.461738
AC
409
4,834.400092
2,867.62617
3,110.621306
0
9
CA
236
1
BE
0
1
-1
0
990
0
INTERNET
9.775366
other
0
1
0
7
0
0.9
0.524308
-1
98
40
0.012974
12.837365
AA
822
3,676.640287
1,705.253372
3,000.051533
2
9
CA
117
0
BA
0
1
1
0
200
0
INTERNET
2.145542
other
1
1
0
7
0
0.2
0.890987
-1
131
20
0.057432
-0.983054
AC
583
3,020.77489
3,610.884371
3,142.391772
0
6
CA
149
1
BE
0
1
-1
0
500
0
INTERNET
4.36692
linux
0
1
0
7
0
0.4
0.563131
87
8
30
0.019871
-0.623447
AC
577
6,675.037716
6,369.792261
3,093.168878
9
5
CB
285
1
BC
0
1
-1
1
1,500
1
INTERNET
1.753624
linux
1
1
0
7
0
0.9
0.550743
19
10
30
18.829001
-0.883406
AB
2,325
4,730.96958
3,182.126896
3,108.052906
56
10
CA
99
1
BC
1
1
26
0
200
0
INTERNET
10.369097
linux
0
1
0
7
0
0.9
0.205436
-1
46
40
0.004935
-1.21139
AB
1,285
4,477.097357
2,151.006535
3,115.006385
9
10
CF
129
1
BD
1
1
1
0
200
0
INTERNET
1.429671
linux
0
1
0
7
0
0.5
0.572919
-1
67
30
0.015611
-0.689428
AB
406
1,445.520096
3,522.129555
3,052.464243
252
6
CA
192
1
BB
1
0
10
0
1,500
0
INTERNET
7.865143
windows
1
1
0
7
0
0.7
0.194816
159
32
40
0.00156
-0.785089
AC
675
4,317.11677
1,874.818061
3,126.853637
0
7
CA
152
0
BC
0
0
-1
0
200
0
INTERNET
10.351898
windows
1
1
0
7
0
0.5
0.904493
-1
56
70
0.025858
-0.913822
AB
1,223
5,725.549007
3,072.931067
3,056.851838
7
1
CC
100
1
BB
0
0
27
0
200
0
INTERNET
25.247664
windows
1
1
0
7
0
0.8
0.4806
104
1
30
0.035421
-1.438952
AB
583
1,256.475662
6,780.678699
3,103.236989
4
7
CA
227
0
BC
0
1
26
0
1,500
0
INTERNET
4.087649
macintosh
0
1
0
7
0
0.9
0.651988
58
110
40
0.021963
-0.495701
AC
249
2,015.783027
2,081.145497
3,158.871252
0
10
CA
275
1
BA
0
1
-1
0
1,900
0
INTERNET
4.806128
linux
1
1
0
7
0
0.8
0.134022
-1
104
20
0.001422
-0.753884
AB
2,042
4,334.988407
3,035.493953
3,053.092715
10
6
CE
111
0
BC
1
1
31
0
200
0
INTERNET
2.755329
windows
1
1
0
7
0
0.5
0.18852
-1
68
20
0.003609
-1.036113
AC
1,058
3,818.588492
2,096.763567
3,071.527226
0
8
CA
119
1
BC
0
1
-1
0
200
0
INTERNET
8.889044
other
1
1
0
7
0
0.5
0.088685
-1
23
40
0.000344
-1.016395
AB
1,954
5,154.757239
1,693.675557
3,097.482241
571
1
CB
95
1
BC
1
1
11
0
200
0
INTERNET
2.551588
linux
1
1
0
7
0
0.9
0.848335
55
3
40
0.054769
-0.730197
AB
1,245
3,086.528016
2,673.238407
3,119.240418
932
8
CA
70
1
BD
0
1
1
0
200
0
INTERNET
7.327557
linux
1
1
0
7
0
0.9
0.211849
-1
159
20
0.025102
14.833869
AA
684
8,552.375795
3,597.511103
3,106.145586
11
12
CB
63
0
BE
0
1
6
0
200
0
INTERNET
1.883871
windows
0
1
0
7
0
0.1
0.184934
96
1
50
0.016051
-1.613155
AB
293
8,506.082303
4,475.525481
4,230.079742
954
5
CA
70
0
BC
1
0
31
0
200
0
INTERNET
8.304
linux
0
1
0
7
0
0.5
0.374576
-1
227
40
0.018237
-1.163301
AC
497
2,492.103349
2,985.154208
3,914.715819
1
4
CA
185
0
BA
0
1
-1
0
200
0
INTERNET
2.738913
other
1
1
0
7
0
0.9
0.038551
-1
48
50
0.034361
-0.881293
AC
1,397
2,433.746488
2,890.92866
3,148.568518
1
2
CA
155
1
BC
0
1
-1
0
200
0
INTERNET
1.639985
linux
0
1
0
7
0
0.9
0.296414
-1
148
40
0.028443
-1.172114
AC
164
3,174.834903
2,667.117342
3,047.812669
1
5
CA
113
0
BA
0
1
-1
0
200
0
INTERNET
3.558531
other
0
1
0
7
0
0.7
0.1307
-1
68
30
0.00064
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AB
1,677
4,819.418128
3,273.738715
3,132.492908
11
6
CA
104
0
BC
1
0
1
1
200
0
INTERNET
3.485434
other
0
1
0
7
0
0.1
0.380322
54
6
40
0.000565
-1.600441
AC
415
4,452.952466
2,113.998772
3,108.211819
0
2
CB
140
0
BC
1
1
-1
0
200
0
INTERNET
13.266447
windows
1
1
0
7
0
0.1
0.446197
50
14
40
0.015715
-3.189067
AB
735
1,497.95912
3,499.082262
3,079.923068
5
11
CA
151
0
BB
1
1
1
0
200
0
INTERNET
1.235777
windows
1
1
0
7
0
0.1
0.308531
-1
42
40
0.028253
-1.141543
AC
758
1,603.581307
3,434.953531
3,092.931168
0
7
CA
161
0
BC
1
0
-1
0
200
0
INTERNET
4.39574
linux
0
1
0
7
0
0.9
0.998851
52
0
40
0.010834
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AB
1,320
5,513.895503
2,953.423565
3,067.127415
6
3
CA
114
0
BA
1
1
3
0
200
0
INTERNET
0.889816
other
1
1
0
7
0
0.9
0.323423
21
25
20
0.017173
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AD
878
1,237.334118
2,994.008009
3,022.489457
14
17
CA
215
1
BE
0
1
1
1
1,500
0
INTERNET
9.432837
macintosh
0
1
0
7
0
0.5
0.062923
45
2
30
0.006485
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AB
1,849
6,242.798828
3,410.544746
5,134.908821
1
16
CD
80
0
BC
0
1
15
0
200
0
INTERNET
59.831173
windows
1
1
0
7
0
0.7
0.996956
-1
45
20
0.029113
20.777636
AB
476
786.44841
2,382.594062
3,058.562192
9
4
CA
202
1
BC
1
1
26
0
200
0
INTERNET
10.881547
linux
1
1
0
7