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int64
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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
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113
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5 values
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int64
1
6.7k
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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
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
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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
device_fraud_count
int64
0
0
month
int64
0
7
0
0.1
0.057068
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111
60
0.019387
-1.263363
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825
6,467.751065
6,105.445312
4,711.052003
2
4
CB
144
1
BC
0
1
3
1
500
0
INTERNET
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1
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4
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0.6
0.212161
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2
40
0.003017
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7,362.926942
4,943.22114
4,851.641767
11
8
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137
1
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0
1
31
0
500
0
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linux
0
1
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0
0.7
0.233913
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218
20
0.024748
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974
1,235.88237
3,472.076367
4,877.233638
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262
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1
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1,500
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0.644004
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65
20
0.002627
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3,720
4,798.890937
3,995.230925
4,919.167221
13
16
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274
1
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1,500
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0.8
0.252482
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341
20
0.000991
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2,798
6,151.969181
4,851.556621
4,340.06335
0
4
CB
237
0
BA
0
1
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1,500
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1
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0
0.1
0.80654
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120
30
0.021845
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1,968
9,092.615279
4,996.804039
4,891.176214
16
11
CA
246
0
BE
0
1
31
0
500
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1
1
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0
0.8
0.475301
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186
30
7.593649
49.580822
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571
8,146.350295
4,989.068143
4,926.619694
608
4
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261
1
BA
0
1
31
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1,500
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0
0.6
0.34976
-1
241
60
0.028236
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1,071
5,485.479589
4,713.505105
5,136.741237
17
3
CC
190
0
BA
1
0
6
0
200
0
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11.078538
windows
1
1
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0
0.2
0.914971
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176
20
0.014231
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891
8,544.355613
5,668.034568
4,931.377904
0
9
CA
115
1
BA
0
1
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0
1,000
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1
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0.6
0.902171
53
7
20
0.001998
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1,714
3,288.529176
5,490.524142
5,024.956736
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11
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210
0
BA
0
1
1
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1,000
0
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6.37241
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1
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0.3
0.855893
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154
40
0.011608
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3,154
2,644.948415
4,388.817201
4,408.572659
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10
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152
1
BA
0
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500
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1
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0.1
0.929157
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232
50
0.000081
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834
4,320.188911
3,402.11
4,171.77754
859
5
CF
162
1
BA
1
1
26
0
1,500
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1
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0.5
0.436513
53
11
20
16.039728
33.079905
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1,099
7,703.354095
8,093.375915
3,169.115874
21
14
CA
86
0
BC
0
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11
1
200
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1
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0.9
0.841363
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22
40
0.000327
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707
7,049.727756
4,828.168142
5,010.329859
28
13
CA
139
1
BC
1
0
25
0
500
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INTERNET
3.293772
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1
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4
0
0.2
0.037106
8
0
20
0.003264
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1,684
7,926.524505
5,158.420106
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16
15
CA
161
0
BC
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500
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1.810658
macintosh
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4
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0.1
0.118328
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59
40
0.000849
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4,051
2,352.487243
6,100.0661
4,416.833086
198
9
CA
-9
1
BB
0
1
30
0
200
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10.663188
linux
1
1
0
4
0
0.6
0.710457
33
8
30
0.00573
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AB
1,215
6,641.066099
5,254.554035
4,383.11492
7
11
CA
77
1
BB
0
1
11
0
200
0
INTERNET
14.347751
windows
0
1
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4
0
0.5
0.296365
-1
54
20
16.821516
20.924871
AA
622
6,762.060028
3,855.046354
4,246.765821
17
12
CA
98
1
BE
1
1
25
0
200
0
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3.486043
linux
1
1
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4
0
0.6
0.364402
26
11
50
0.009834
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AB
879
7,400.360408
4,932.299903
4,923.205172
36
2
CC
72
1
BB
0
1
10
0
1,500
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47.404928
linux
1
1
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4
0
0.3
0.123542
-1
66
40
23.405335
-1.721739
AC
1,627
6,178.937403
4,430.936663
4,814.875448
0
7
CA
80
1
BC
0
1
-1
0
200
0
TELEAPP
-1
other
0
0
0
4
0
0.1
0.568875
-1
30
30
0.006548
-1.490527
AC
1,929
3,448.763995
4,139.987455
4,858.745327
1
30
CA
82
1
BC
0
1
-1
0
200
0
INTERNET
4.5036
linux
1
1
0
4
0
0.9
0.224587
28
13
20
0.027409
9.890355
AA
2,139
4,063.279403
5,418.403213
4,301.136737
9
18
CA
152
1
BC
0
1
1
0
500
0
INTERNET
7.224416
linux
0
1
0
4
0
0.7
0.550459
-1
19
30
0.033543
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AB
1,394
6,315.189211
3,245.71339
4,172.902796
8
11
CA
206
1
BB
0
1
5
1
1,500
0
INTERNET
7.224048
other
0
1
0
4
0
0.9
0.187221
94
19
50
0.03687
51.834822
AA
686
6,257.864518
3,968.074186
4,288.49344
1,719
7
CB
88
1
BC
1
1
31
0
200
0
INTERNET
7.587903
other
1
1
0
4
0
0.6
0.110223
-1
45
30
0.012416
-0.655517
AB
2,289
5,935.288882
3,598.635452
4,935.609433
1
11
CA
204
1
BB
0
1
-1
0
500
0
INTERNET
5.968115
other
1
1
0
4
0
0.9
0.693738
-1
88
30
0.011707
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AC
1,045
6,896.507505
4,260.089295
4,257.895091
1
18
CA
187
0
BA
0
1
-1
0
500
0
INTERNET
1.97928
other
1
1
0
4
0
0.7
0.778926
93
4
40
4.461757
-0.963218
AD
904
5,411.911521
3,716.526075
4,788.430813
9
6
CA
129
1
BC
1
1
11
0
200
0
INTERNET
8.722734
windows
1
1
0
4
0
0.8
0.145429
-1
311
50
0.01068
31.729041
AB
1,401
2,410.835588
4,752.809075
5,184.684418
1
7
CA
167
0
BA
1
1
3
1
200
0
INTERNET
7.272041
other
1
1
0
4
0
0.9
0.720676
-1
44
20
0.020887
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AC
2,367
2,850.284504
3,179.54103
4,151.499496
0
7
CA
143
0
BC
0
1
-1
1
200
0
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14.68543
macintosh
0
1
0
4
0
0.1
0.882
-1
50
20
0.008318
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AB
1,364
8,105.52644
5,467.856803
5,031.99427
7
13
CD
86
0
BE
0
1
1
0
200
0
INTERNET
3.619255
other
0
1
0
4
0
0.9
0.43316
-1
51
50
0.023371
-1.111367
AD
1,174
8,675.052827
5,976.366687
5,931.343499
595
18
CB
-62
1
BC
1
1
31
1
500
0
INTERNET
2.816414
windows
0
1
0
4
0
0.5
0.100176
-1
25
20
0.016313
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AB
729
7,339.402589
5,469.451847
4,217.23752
11
14
CB
95
0
BE
1
1
20
0
200
0
INTERNET
2.798527
macintosh
1
1
0
4
0
0.3
0.16565
22
7
40
0.024969
-1.279424
AB
615
4,912.884247
4,371.645115
4,839.919868
6
6
CA
117
0
BC
0
1
5
0
200
0
INTERNET
6.55253
linux
1
1
0
4
0
0.9
0.671501
-1
51
40
0.010944
15.776492
AA
1,157
1,127.697584
5,209.354079
4,243.163456
6
16
CA
177
1
BC
1
0
2
0
200
0
INTERNET
2.058112
linux
0
1
0
4
0
0.6
0.499524
66
9
30
0.014273
-1.193553
AB
1,366
3,437.973756
3,951.611397
4,416.867513
18
5
CF
155
1
BC
1
1
28
0
1,000
0
INTERNET
2.14355
windows
1
1
0
4
0
0.8
0.40163
-1
52
30
0.028476
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AD
1,119
13,031.138018
4,041.79251
4,196.995756
23
11
CA
96
0
BC
0
1
2
1
200
0
INTERNET
3.806124
windows
1
1
0
4
0
0.1
0.593161
13
12
20
9.33498
-1.016206
AC
3,752
7,606.214212
4,803.00702
4,746.582446
0
7
CA
172
1
BC
1
1
-1
0
500
0
INTERNET
16.09337
windows
1
1
0
4
0
0.9
0.86661
-1
225
40
0.034599
-1.091331
AB
1,040
4,741.908151
4,640.016262
4,833.286532
8
9
CA
174
0
BB
1
0
30
0
500
0
INTERNET
8.744223
windows
1
1
0
4
0
0.8
0.763735
-1
86
40
0.000642
-1.294722
AC
2,947
4,384.063617
4,335.674637
5,014.681289
1
8
CA
155
0
BA
0
1
-1
0
200
0
INTERNET
8.889042
other
0
1
0
4
0
0.1
0.19416
-1
176
50
0.009837
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AB
1,012
1,219.263703
5,883.793716
4,209.595999
7
4
CA
250
1
BB
1
1
1
0
1,500
0
INTERNET
17.069525
windows
1
1
0
4
0
0.3
0.698684
66
4
30
0.017896
-1.508188
AB
1,701
6,078.080936
3,070.720736
4,270.887207
16
17
CA
225
1
BC
1
1
10
0
1,500
0
INTERNET
7.724542
linux
0
1
0
4
0
0.8
0.715722
-1
215
50
0.029489
-1.127973
AB
1,132
3,265.972133
5,484.56045
3,715.060024
11
5
CB
170
1
BE
1
1
26
1
200
0
INTERNET
2.643957
linux
0
1
0
4
0
0.1
0.206586
-1
114
20
0.018572
-1.158485
AB
1,836
2,137.983721
4,134.724749
4,352.453567
2
10
CA
113
1
BE
0
1
30
0
200
0
INTERNET
5.815612
other
0
1
0
4
0
0.4
0.904703
-1
109
40
0.019435
-0.797664
AB
1,202
4,704.145866
3,824.930303
4,282.365174
2
4
CA
221
1
BE
0
1
-1
0
2,000
0
INTERNET
5.010157
other
0
1
0
4
0
0.8
0.395161
-1
15
30
0.014798
-0.703408
AA
1,285
4,345.223408
3,027.193057
4,772.411286
8
21
CA
60
0
BA
0
1
26
0
200
0
INTERNET
14.688289
linux
0
1
0
4
0
0.2
0.767718
-1
19
30
0.029615
-0.609727
AB
2,808
7,882.852292
4,244.127996
4,800.761856
2
16
CA
84
1
BB
1
1
25
0
200
0
INTERNET
8.110014
macintosh
0
1
0
4
0
0.9
0.098578
52
23
30
0.006067
52.094707
AA
794
6,522.189329
5,368.900795
4,480.984486
59
4
CA
174
1
BC
1
1
3
0
1,500
0
INTERNET
22.942262
macintosh
0
2
0
4
0
0.9
0.314699
-1
151
50
0.020061
-1.294705
AB
881
5,762.715537
3,430.780347
4,447.593483
19
2
CA
181
1
BA
1
1
4
1
500
0
INTERNET
1.681116
windows
1
1
0
4
0
0.4
0.147874
36
20
20
0.014689
12.997938
AB
1,379
8,158.139038
5,363.652214
5,075.512841
2
16
CB
-16
0
BB
0
1
30
0
200
0
INTERNET
3.658706
other
1
1
0
4
0
0.2
0.14784
-1
155
10
8.699237
39.444063
AA
2,171
8,398.312365
5,409.921614
4,364.577187
41
6
CA
89
1
BE
1
1
15
1
200
0
INTERNET
12.536983
other
1
1
0
4
0
0.9
0.625542
-1
184
40
0.020861
-1.229702
AB
569
5,527.565816
7,156.26008
4,327.96215
10
7
CA
149
0
BE
1
0
10
0
1,000
0
INTERNET
1.903695
windows
1
1
0
4
0
0.8
0.085183
-1
38
50
0.039996
16.551731
AA
1,126
1,729.359216
4,128.149199
4,971.555717
42
8
CF
118
1
BB
1
1
28
1
200
0
INTERNET
9.752659
linux
1
1
0
4
0
0.8
0.241928
65
11
30
0.011232
-0.546863
AC
879
5,828.05885
2,967.871439
4,456.379419
10
10
CA
188
1
BB
0
1
28
0
200
0
INTERNET
6.591202
linux
0
1
0
4
0
0.6
0.106401
-1
70
50
0.025835
4.97051
AB
1,252
1,092.947555
5,988.90442
4,962.912971
621
17
CA
10
1
BB
1
1
25
0
1,500
0
INTERNET
2.292901
windows
1
1
0
4
0
0.8
0.202827
34
17
40
0.002132
-1.003809
AC
612
2,746.969097
5,061.494393
4,928.443056
0
9
CA
211
0
BC
1
1
-1
0
1,500
0
INTERNET
4.105982
windows
1
1
0
4
0
0.4
0.86091
-1
21
20
0.005501
-0.489448
AC
1,688
2,505.599379
5,547.437038
5,177.572915
1
11
CA
137
1
BE
1
1
-1
0
200
0
INTERNET
3.937715
other
0
1
0
4
0
0.7
0.274554
-1
49
30
0.016399
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AD
3,271
1,972.761625
2,779.61595
4,412.114855
19
10
CA
115
1
BE
0
1
1
1
200
0
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3.204456
macintosh
0
1
0
4
0
0.8
0.688241
30
48
20
0.016476
48.960018
AA
2,269
8,909.401315
4,786.611033
5,178.464269
20
7
CA
154
0
BB
0
1
21
0
500
0
INTERNET
8.781916
other
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1
0
4
0
0.6
0.141141
134
13
20
18.569203
-1.171572
AC
666
3,601.327563
4,490.440361
4,393.950453
7
16
CA
81
0
BC
1
1
-1
0
200
0
INTERNET
1.10426
linux
1
1
0
4
0
0.2
0.732597
-1
195
20
0.014961
-0.473566
AD
1,533
2,490.574404
4,586.283682
4,404.680529
12
6
CA
118
0
BE
0
1
21
0
200
0
INTERNET
3.006224
other
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1
0
4
0
0.8
0.647564
-1
34
40
0.018644
-1.759334
AC
1,588
7,184.604591
6,033.082307
4,337.826326
1
2
CB
101
0
BC
1
1
-1
0
200
0
INTERNET
3.734876
linux
0
1
0
4
0
0.9
0.232988
-1
170
50
0.013185
-0.573343
AC
1,071
7,480.872059
4,270.240532
5,119.652494
1
3
CA
217
1
BE
1
1
-1
0
500
0
INTERNET
4.700294
other
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1
0
4
0
0.9
0.655553
-1
22
30
0.04561
50.732303
AD
1,166
8,141.553907
4,327.937381
4,784.790728
0
5
CA
71
0
BE
0
1
1
0
200
0
INTERNET
5.578967
linux
1
1
0
4
0
0.9
0.348883
-1
30
50
0.021694
-0.738857
AB
1,222
1,878.231601
3,925.458713
4,380.69621
713
11
CA
15
0
BC
1
1
1
0
200
0
INTERNET
1.515616
linux
0
1
0
4
0
0.6
0.840217
23
20
20
0.011651
15.869056
AA
1,754
7,569.677041
4,024.944275
4,434.354954
752
12
CA
116
0
BC
0
1
28
1
500
0
INTERNET
5.621172
other
1
1
0
4
0
0.9
0.165697
-1
49
40
0.012098
-0.340752
AB
867
5,266.392196
3,299.968235
4,755.794826
15
7
CA
109
0
BC
0
1
1
0
200
0
INTERNET
12.147339
other
0
1
0
4
0
0.1
0.5976
-1
116
50
0.017164
-0.486136
AB
4,113
5,710.171432
4,846.841446
4,697.431642
44
2
CA
229
0
BC
1
1
1
0
1,500
0
INTERNET
22.554647
macintosh
1
1
0
4
0
0.2
0.299486
-1
86
40
0.043922
-1.301384
AB
981
7,701.513937
3,794.641265
5,023.906811
16
6
CC
77
1
BB
1
1
20
0
200
0
INTERNET
3.933999
windows
0
1
0
4
0
0.4
0.098103
47
7
20
0.026959
-0.554794
AC
2,585
8,683.096219
5,452.64321
4,882.48586
14
18
CA
87
0
BC
0
1
1
0
200
0
INTERNET
6.644649
other
1
1
0
4
0
0.6
0.061911
29
13
30
0.006063
34.657996
AA
960
3,596.128983
4,365.923884
4,976.044222
3
10
CA
145
0
BC
0
1
29
0
500
0
INTERNET
3.584875
linux
0
1
0
4
0
0.1
0.460706
-1
27
30
0.029258
-1.032282
AC
1,826
6,219.987287
3,957.941437
4,656.061594
1
15
CA
190
0
BB
0
1
-1
0
1,500
0
INTERNET
2.716875
other
1
1
0
4
0
0.7
0.920755
-1
148
40
0.003555
-0.645541
AB
1,029
8,181.232315
4,955.861093
4,810.998634
16
5
CA
248
1
BE
0
1
1
0
1,000
0
INTERNET
6.339576
windows
0
1
0
4
0
0.9
0.02478
51
28
30
0.016897
-0.651924
AD
4,193
777.917703
3,965.567669
4,450.846177
27
10
CA
169
0
BC
1
1
1
0
1,000
0
INTERNET
1.264711
other
0
1
0
4
0
0.9
0.484434
-1
205
20
0.026635
-0.241072
AB
394
4,563.092482
4,580.148647
5,029.599024
14
6
CA
99
0
BE
0
1
31
0
200
0
INTERNET
3.414029
windows
0
1
0
4
0
0.1
0.069434
48
13
20
0.001672
-1.671462
AC
2,230
9,316.953
5,687.127606
4,831.991621
1
15
CA
63
0
BC
0
1
-1
0
200
0
INTERNET
7.68726
linux
0
1
0
4
0
0.6
0.732804
29
13
30
0.024989
-1.078122
AC
886
6,652.474983
6,083.544044
4,871.693743
1
9
CA
204
0
BC
0
1
-1
0
500
0
INTERNET
19.66357
windows
0
1
0
4
0
0.9
0.204603
-1
40
20
0.005466
-0.658134
AB
1,596
3,986.116572
3,459.303641
4,906.15839
10
10
CB
145
1
BC
0
1
20
0
500
0
INTERNET
2.281444
other
1
1
0
4
0
0.9
0.673315
-1
202
30
0.021513
18.880829
AA
2,481
5,505.403699
5,277.618096
4,174.853367
11
12
CA
201
0
BA
1
1
1
1
500
0
INTERNET
1.633838
other
1
1
0
4
0
0.6
0.088649
-1
153
50
0.007435
-0.715532
AB
2,208
5,560.906018
4,192.560504
4,201.989977
18
10
CA
300
0
BB
0
1
28
1
1,500
0
INTERNET
4.371381
windows
1
1
0
4
0
0.9
0.994173
-1
171
40
1.641454
-1.358201
AC
3,537
9,067.008736
5,752.940112
4,853.885034
0
10
CB
118
0
BB
0
1
-1
1
200
0
TELEAPP
2.651376
other
1
1
0
4
0
0.2
0.432689
-1
115
40
0.003574
-1.795843
AC
3,048
4,483.699687
4,904.819871
4,137.925614
1
7
CA
84
1
BC
0
1
-1
0
200
0
INTERNET
11.715825
other
0
1
0
4
0
0.5
0.142054
-1
63
40
0.017132
-1.099429
AC
4,315
6,456.977154
4,421.276162
4,281.33934
0
6
CB
82
1
BB
1
1
-1
0
200
0
INTERNET
16.928494
other
1
1
0
4
0
0.6
0.994543
36
16
20
28.242312
-0.809493
AC
769
4,224.561747
5,230.116449
4,934.017492
1
24
CA
113
0
BB
0
1
-1
0
200
0
INTERNET
4.094336
other
0
1
0
4
0
0.1
0.208002
-1
53
20
0.013749
-0.805304
AD
1,488
1,162.992051
2,477.9962
4,433.396789
4
5
CE
121
1
BE
0
1
1
0
200
0
INTERNET
5.437559
macintosh
0
1
0
4
0
0.8
0.993293
-1
45
40
0.029895
-1.177983
AC
3,606
6,262.089574
4,892.843945
4,311.519641
2
10
CB
121
0
BA
0
1
-1
0
200
0
INTERNET
7.240367
other
1
1
0
4
0
0.6
0.411879
-1
72
30
0.000951
-0.825898
AD
1,830
4,181.755992
4,410.393069
4,458.502762
10
15
CA
160
0
BB
1
1
15
0
200
0
INTERNET
4.004402
linux
1
1
0
4
0
0.1
0.238138
350
7
20
0.029496
-0.630231
AC
544
2,848.849137
3,335.42477
4,257.840527
1
11
CA
86
0
BE
0
1
-1
0
500
0
INTERNET
1.994438
linux
0
1
0
4
0
0.1
0.315832
-1
248
20
0.021257
-0.891288
AC
2,073
5,176.76809
4,817.346549
4,263.130613
1
10
CA
102
0
BE
0
1
-1
0
200
0
INTERNET
1.49277
macintosh
1
1
0
4
0
0.6
0.782016
-1
44
40
0.013989
-1.109637
AD
1,379
5,399.641433
5,640.87446
5,071.644338
35
8
CA
152
1
BB
1
1
25
0
200
0
INTERNET
1.32586
windows
1
1
0
4
0
0.4
0.515615
31
5
30
9.635095
-1.534958
AB
771
3,603.274232
4,271.787507
4,808.790499
31
20
CA
80
0
BC
0
1
21
0
200
0
INTERNET
26.344318
linux
1
1
0
4
0
0.9
0.624572
-1
193
50
0.002529
-0.484487
AD
1,077
7,557.797996
4,582.401276
5,003.921745
1
6
CA
56
0
BE
1
1
1
0
200
0
INTERNET
5.280862
other
0
1
0
4
0
0.8
0.076464
-1
33
30
3.313178
-1.249042
AC
1,872
6,406.905099
5,239.258745
4,910.643391
2
20
CA
47
1
BC
0
1
-1
0
200
0
INTERNET
23.424365
macintosh
0
1
0
4
0
0.9
0.168919
-1
68
50
0.003452
-0.990486
AB
893
3,922.100351
4,444.046481
4,271.32996
16
6
CB
35
1
BA
1
0
1
0
200
0
INTERNET
2.952874
windows
1
1
0
4
0
0.6
0.119278
144
4
20
0.01378
-0.864569
AB
2,618
7,204.244671
3,498.644182
4,962.540873
1
8
CA
157
0
BC
0
1
25
0
200
0
INTERNET
10.94357
windows
1
1
0
4
0
0.3
0.676529
-1
125
40
0.020622
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AB
1,208
3,392.004605
3,128.431558
4,267.068163
18
2
CA
51
1
BD
0
1
21
0
200
0
INTERNET
22.256564
linux
1
1
0
4
0
0.1
0.157938
-1
34
30
0.005625
92.362523
AA
2,686
4,913.141052
5,348.955607
4,194.973633
6
11
CA
119
1
BB
0
1
21
0
200
0
INTERNET
5.513275
other
0
1
0
4
0
0.1
0.598154
-1
128
20
0.001801
-0.511945
AC
731
4,028.450957
2,977.10216
4,875.988383
1
12
CA
62
1
BE
0
1
-1
1
200
0
INTERNET
2.854903
macintosh
0
1
0
4
0
0.9
0.074492
-1
87
20
0.020141
9.714948
AA
1,105
5,154.503115
4,071.628144
4,313.806909
11
24
CA
15
1
BE
1
1
28
0
200
0
INTERNET
3.203118
linux
0
1
0
4
0
0.4
0.174006
-1
129
40
0.020874
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AB
1,516
4,474.146361
3,569.100982
4,381.072566
10
8
CA
134
0
BA
0
1
30
0
200
0
INTERNET
3.247019
windows
1
1
0
4
0
0.8
0.075634
12
14
30
0.022635
50.124263
AD
1,550
10,491.944525
4,608.891031
4,383.155949
5
2
CA
198
0
BB
1
1
1
0
1,500
0
INTERNET
3.265128
windows
1
1
0
4