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float64
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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
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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
0.9
0.875254
-1
36
40
0.015446
-0.732123
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3,250
5,907.016937
2,975.047708
5,077.187921
18
4
CA
119
0
BC
0
1
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500
0
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4.911467
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1
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0.9
0.600367
86
3
50
0.007702
-1.722988
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3,211
3,542.623537
2,643.503581
4,180.875202
19
6
CA
209
1
BC
1
1
28
0
1,000
0
INTERNET
3.235012
windows
0
1
0
4
0
0.9
0.059703
-1
39
40
0.005176
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1,151
9,624.469983
6,619.548611
5,028.756293
1
12
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200
1
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0
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500
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0.6
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91
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954
3,919.740472
4,387.773324
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0
10
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72
1
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0.4
0.666725
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40
0.021257
51.351302
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1,166
7,320.543335
4,749.968838
4,347.960067
2
3
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97
1
BB
1
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15
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0.560993
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92
20
0.006002
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2,324
2,015.443873
3,442.765585
3,096.865322
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29
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204
1
BE
1
1
1
0
500
0
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2.084632
linux
0
1
0
4
0
0.9
0.138133
31
53
30
0.011686
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1,843
7,318.032876
2,468.332717
4,375.767731
12
18
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104
0
BC
1
1
10
1
500
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2.950034
macintosh
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0.1
0.224517
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194
20
0.002154
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1,202
4,491.206906
2,751.382971
5,122.588461
10
9
CA
73
0
BE
0
1
21
0
200
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3.857105
windows
0
1
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0
0.8
0.032072
12
5
30
0.002556
8.304512
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2,029
4,825.51429
5,736.720008
4,859.154744
218
16
CA
75
1
BC
0
1
1
0
200
0
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2.682069
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1
1
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0
0.9
0.858993
95
1
30
0.001086
13.886609
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2,906
8,351.612883
4,387.505752
4,909.854901
2
14
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158
0
BA
1
0
31
0
1,500
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4.564543
linux
0
1
0
4
0
0.1
0.85976
-1
231
20
0.018864
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613
3,571.849694
4,825.192232
4,352.684225
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10
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46
1
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0
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0
1
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0.7
0.832288
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111
30
0.013758
52.521159
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1,736
6,692.823025
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12
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-80
1
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0.519577
153
6
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1.548292
26.677742
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524
7,045.428069
5,019.710599
4,206.829691
13
2
CC
150
0
BC
1
1
28
0
500
0
INTERNET
31.846105
windows
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1
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4
0
0.4
0.847294
-1
200
20
0.023487
26.808691
AB
2,784
4,460.164011
5,633.634029
4,431.846648
757
2
CB
159
0
BB
0
1
5
1
200
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11.836098
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1
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4
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0.8
0.994374
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40
40
0.015181
30.683608
AA
1,175
8,067.515597
5,960.408841
4,404.417154
642
13
CA
145
0
BC
1
1
10
0
200
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1.628833
windows
1
1
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4
0
0.6
0.559987
-1
196
20
0.033228
-1.003884
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1,004
4,346.485243
4,338.3192
4,958.025803
4
5
CA
80
0
BA
0
1
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0
200
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linux
0
1
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4
0
0.4
0.89959
12
8
20
0.007045
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2,050
7,675.531426
5,135.687744
4,425.028668
1
14
CA
118
1
BE
0
1
-1
0
200
0
INTERNET
2.259214
windows
1
1
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4
0
0.9
0.393464
54
1
30
0.015951
-1.474924
AC
92
2,777.31638
4,062.552202
4,408.92274
1
30
CA
230
1
BC
0
1
-1
0
500
0
INTERNET
13.0187
windows
0
1
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4
0
0.1
0.50632
30
9
10
0.003065
-0.504894
AC
485
9,156.667063
7,522.966222
4,928.126012
1
5
CA
123
0
BC
0
1
-1
0
500
0
INTERNET
7.429378
windows
1
1
0
4
0
0.4
0.519204
-1
27
20
0.012082
43.164318
AA
927
3,937.502154
4,032.384157
4,346.269921
518
12
CE
195
1
BE
0
1
30
0
1,500
0
INTERNET
2.893518
other
0
1
0
4
0
0.9
0.051781
-1
177
20
0.029414
-0.951252
AB
1,486
7,033.557452
5,872.315166
4,532.909104
3
9
CA
109
1
BA
1
1
28
0
200
0
INTERNET
1.203809
windows
1
1
0
4
0
0.8
0.105856
-1
54
20
0.010317
20.729538
AA
2,022
6,688.894669
3,710.577333
4,871.428628
15
10
CA
119
0
BE
0
1
11
0
500
0
INTERNET
8.014706
other
0
1
0
4
0
0.3
0.918139
-1
49
30
0.015912
-1.377875
AC
964
5,434.446882
3,963.963059
4,845.011354
1
10
CA
177
0
BC
0
1
-1
0
510
0
INTERNET
10.079145
linux
1
1
0
4
0
0.8
0.124619
-1
218
50
0.029365
-1.042752
AB
1,307
7,042.884716
4,794.048237
4,317.949965
14
5
CA
259
0
BA
1
1
25
1
1,500
0
INTERNET
2.946564
windows
0
1
0
4
0
0.5
0.123679
-1
17
20
0.019037
-0.774424
AB
1,337
4,143.505782
4,177.232911
4,326.57331
8
16
CA
181
1
BE
0
1
30
0
200
0
INTERNET
5.703543
macintosh
0
1
0
4
0
0.8
0.880957
-1
147
30
0.020234
51.978945
AD
901
12,171.915571
5,119.358321
4,729.427512
2
14
CA
220
0
BA
0
1
1
0
500
0
INTERNET
2.981555
other
0
1
0
4
0
0.8
0.988364
10
19
20
0.011336
-1.200138
AB
796
7,123.38283
5,062.707999
4,283.044757
1
10
CA
174
0
BC
0
1
28
0
200
0
INTERNET
3.704922
other
0
1
0
4
0
0.9
0.704608
-1
299
60
0.014975
-1.326763
AB
2,571
837.609371
5,902.956996
4,919.777223
30
4
CA
143
1
BA
0
1
31
0
200
0
INTERNET
18.600641
windows
1
1
0
4
0
0.8
0.421167
154
40
30
0.014117
-1.396815
AC
2,394
6,336.284328
3,401.649882
5,071.353555
1
16
CD
156
1
BC
0
1
-1
1
1,000
0
INTERNET
3.504494
linux
0
1
0
4
0
0.9
0.848138
-1
17
30
0.011159
-0.65155
AD
2,651
4,244.551424
3,230.533537
4,731.363046
14
18
CA
86
0
BE
0
1
-1
0
200
0
INTERNET
10.550705
windows
1
1
0
4
0
0.6
0.786821
51
12
20
0.000279
-0.341983
AD
403
6,173.36267
4,915.732068
4,836.226027
115
20
CA
154
1
BE
0
1
1
0
1,000
0
INTERNET
4.908635
windows
0
1
0
4
0
0.9
0.760364
-1
23
30
0.00817
-1.495278
AD
1,333
5,039.569543
4,766.962338
4,339.758737
15
18
CA
138
1
BB
0
1
30
0
200
0
INTERNET
3.780888
other
1
1
0
4
0
0.8
0.078207
82
23
40
0.009325
-1.345417
AD
1,902
4,890.583765
3,581.366603
4,853.042693
18
6
CA
125
0
BE
0
1
31
0
500
0
INTERNET
7.792604
linux
1
1
0
4
0
0.4
0.840874
-1
310
40
0.022751
-0.819713
AB
2,660
6,231.674622
4,543.638039
4,921.329601
1,542
10
CA
236
1
BA
0
0
27
1
1,500
0
INTERNET
1.900191
windows
0
1
0
4
0
0.2
0.135221
193
8
70
0.006823
-0.911304
AC
653
2,694.709513
3,914.777327
4,854.759899
0
5
CC
115
1
BC
1
1
-1
1
200
0
INTERNET
1.347069
macintosh
0
1
0
4
0
0.9
0.434404
-1
161
40
0.016671
-0.498154
AB
1,356
4,636.620826
4,023.210982
5,082.982403
9
6
CB
134
0
BB
1
1
1
0
200
0
INTERNET
3.628302
linux
1
1
0
4
0
0.7
0.194522
96
30
30
0.024993
-1.521378
AB
1,271
6,102.425859
3,448.57512
4,941.971413
18
13
CF
87
1
BC
0
1
1
0
200
0
INTERNET
6.294114
windows
1
1
0
4
0
0.4
0.643054
-1
33
30
0.036189
16.573901
AB
786
3,478.157811
3,270.473748
4,214.917521
4
11
CA
-29
0
BB
0
1
1
0
200
0
INTERNET
1.514387
other
1
1
0
4
0
0.6
0.47147
-1
7
30
0.004767
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AB
3,822
1,663.618636
2,914.701492
4,748.54086
13
10
CA
215
1
BC
1
1
11
0
1,500
0
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3.862921
linux
0
1
0
4
0
0.5
0.314412
-1
193
40
0.038467
-0.737088
AD
967
4,665.15586
2,476.486485
4,172.359587
1
6
CA
241
0
BA
1
0
5
0
1,500
0
INTERNET
20.099921
macintosh
0
1
0
4
0
0.2
0.128741
96
5
30
0.012582
-1.344584
AB
818
1,847.922485
4,628.835893
4,253.166777
7
12
CA
136
1
BC
0
1
1
0
500
0
INTERNET
3.904388
other
0
1
0
4
0
0.6
0.175555
-1
138
20
0.021223
14.314312
AA
2,807
2,214.518461
5,436.377419
4,364.305131
2
5
CA
100
0
BE
0
1
20
0
200
0
INTERNET
5.50236
other
0
1
0
4
0
0.8
0.085046
-1
127
50
0.021379
-0.914075
AB
1,400
431.035898
4,142.227726
4,290.735145
28
8
CA
299
1
BA
1
0
25
1
1,500
0
INTERNET
2.477807
windows
1
1
0
4
0
0.9
0.889652
-1
40
30
0.001148
-0.528808
AC
418
3,929.931164
5,068.053406
4,379.706865
1
7
CA
162
0
BC
0
1
-1
0
200
0
INTERNET
5.035712
other
0
1
0
4
0
0.5
0.882097
9
2
30
0.034669
-0.97527
AB
672
7,703.304097
3,979.306771
4,822.577692
12
18
CA
214
1
BA
1
1
1
1
500
0
INTERNET
1.758507
windows
0
1
0
4
0
0.5
0.589252
-1
313
20
0.029763
-0.355509
AC
1,875
3,576.350542
4,350.053022
4,210.014189
1
18
CA
81
0
BE
1
1
15
0
200
0
INTERNET
8.674097
other
1
1
0
4
0
0.6
0.989235
-1
125
40
0.008636
14.250332
AA
1,195
5,620.914133
2,977.074765
3,831.553205
2
9
CA
156
0
BB
0
1
30
1
500
0
INTERNET
2.304821
other
1
1
0
4
0
0.9
0.063749
-1
65
30
0.00919
5.227618
AA
2,140
8,539.178882
5,516.822048
4,967.13906
6
22
CA
221
1
BB
0
1
31
0
500
0
INTERNET
16.545946
linux
0
1
0
4
0
0.5
0.99393
-1
25
30
0.015675
-1.077675
AB
1,135
2,311.375997
5,329.379654
4,135.543704
13
18
CA
128
0
BB
1
0
30
0
200
0
INTERNET
3.315805
windows
0
1
0
4
0
0.9
0.617312
-1
126
30
0.007419
-0.659271
AD
834
3,914.916653
3,860.881853
4,433.312506
830
7
CA
185
0
BA
0
1
11
0
500
0
INTERNET
2.939416
other
0
1
0
4
0
0.1
0.412928
-1
29
30
0.000103
-1.153005
AC
1,346
1,225.244367
4,234.146112
4,919.261917
0
7
CF
4
1
BB
0
1
-1
0
200
0
INTERNET
12.358198
linux
1
1
0
4
0
0.2
0.464813
28
9
30
0.00113
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AC
700
7,476.888169
2,394.13926
4,201.679567
1
10
CA
206
0
BC
0
1
-1
0
500
0
INTERNET
7.735547
windows
1
1
0
4
0
0.2
0.680332
124
7
30
0.010524
30.573035
AA
1,624
11,654.162607
6,681.118956
4,940.540321
2
12
CA
35
1
BE
0
1
22
0
200
0
INTERNET
8.569003
other
0
1
0
4
0
0.5
0.163142
30
3
20
0.009067
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AB
1,299
1,165.912269
3,647.245348
4,807.662166
0
15
CA
83
1
BC
0
1
1
0
200
0
INTERNET
2.69566
other
0
1
0
4
0
0.6
0.884531
-1
198
50
0.017075
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AC
1,041
4,864.709114
6,787.488797
4,873.376091
0
11
CA
205
0
BB
1
0
-1
0
1,000
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4.811994
linux
1
1
0
4
0
0.4
0.797549
11
2
30
0.001149
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AB
1,610
9,354.21647
6,177.391918
6,037.035635
13
15
CF
94
1
BC
0
1
21
0
200
0
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14.293666
linux
1
1
0
4
0
0.5
0.640035
-1
147
30
0.002873
-0.783209
AC
777
11,212.096395
2,573.089277
4,348.093728
1
4
CA
110
0
BB
1
1
28
1
200
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30
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0.820843
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20
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5,646.594626
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13
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137
0
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200
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5
CA
182
1
BA
1
1
30
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1,000
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0.9
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2
20
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4,249.607295
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22
CB
71
0
BB
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1
5
0
200
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0.717038
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180
10
0.026716
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4,906.184742
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1
7
CE
50
0
BE
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200
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54
4
20
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1,587
3,086.246778
6,217.387764
4,832.483303
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12
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131
1
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31
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200
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80
30
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3,604.634783
4,365.259139
4,240.79491
224
10
CF
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0
BB
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1
1
1
500
0
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0.9
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47
20
0.010583
107.747537
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4,426.390361
15
18
CA
158
1
BA
0
1
5
0
500
1
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0.9
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30
0.001774
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14
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86
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BC
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500
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0.6
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178
40
0.012856
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715
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3,596.624947
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16
CA
188
0
BB
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1
1
1
1,500
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0.1
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114
30
0.01552
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7,160.494472
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22
CF
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1
BB
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1
1
200
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0.8
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40
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CC
50
0
BC
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21
1
200
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0.6
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20
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13
CA
131
0
BC
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1
28
0
200
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0.6
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14
40
0.016434
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888
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2
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127
1
BC
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1
200
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linux
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0.7
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38
50
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3,097.550367
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5
CA
80
0
BC
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1
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200
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0.9
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50
0.0103
49.466738
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5,112.384855
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4
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175
1
BC
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21
1
500
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linux
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1
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4
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0.9
0.844895
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20
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2,936
992.238958
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233
10
CA
168
1
BC
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1
1
0
500
0
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windows
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1
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0.7
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112
40
0.022342
102.430639
AA
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6,665.522827
4,451.673859
4,440.771926
2
5
CA
210
1
BA
1
1
26
1
990
0
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linux
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1
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4
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0.1
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321
40
0.008276
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1,182
4,168.523984
4,334.67939
5,095.43021
11
8
CD
63
0
BB
0
1
1
0
200
0
INTERNET
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windows
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1
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4
0
0.9
0.155023
11
6
30
0.013541
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AD
218
3,102.28816
2,620.460444
4,286.200905
1,781
6
CA
257
0
BA
0
1
1
0
1,500
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INTERNET
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windows
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1
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4
0
0.2
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44
3
30
9.996753
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AC
1,075
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4,141.088182
4,868.899425
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11
CA
40
1
BC
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1
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500
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linux
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0.9
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30
0.007778
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AB
391
5,601.352294
4,430.16662
4,768.701339
18
13
CA
189
1
BC
0
1
15
0
2,000
0
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windows
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1
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4
0
0.8
0.076586
104
10
80
0.014168
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AA
773
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4,667.913823
4,340.15075
1
4
CC
87
0
BB
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0
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200
0
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linux
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1
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4
0
0.8
0.462432
-1
42
40
0.009093
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AB
2,198
3,477.835586
4,670.45946
4,319.574542
981
13
CA
73
0
BA
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1
28
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200
0
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4
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0.7
0.996167
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37
40
0.015208
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1,343
7,317.825514
3,836.331696
5,033.093624
9
7
CB
93
1
BB
1
1
30
0
200
0
INTERNET
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windows
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1
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4
0
0.6
0.489291
27
4
50
0.005939
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AB
787
1,181.759954
2,661.521352
4,929.625904
5
2
CC
250
0
BC
0
1
30
0
1,500
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other
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0
0
4
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0.2
0.349998
30
3
40
0.00912
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AC
2,445
1,591.007075
4,553.69936
5,001.528833
6
10
CF
130
0
BC
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1
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0
200
0
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linux
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1
0
4
0
0.8
0.594825
111
4
30
0.000002
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AD
1,568
1,122.780006
4,121.402088
4,473.433762
13
4
CA
140
1
BA
0
1
1
0
500
0
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3.462091
linux
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1
0
4
0
0.8
0.739108
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185
50
0.001435
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AB
694
4,120.201968
4,224.986405
6,044.761152
2
11
CB
227
0
BA
1
1
11
0
990
0
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linux
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1
0
4
0
0.1
0.491036
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2
30
0.028422
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1,792
6,089.037529
5,930.629376
4,844.499133
12
24
CA
129
1
BC
0
1
2
0
500
0
INTERNET
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other
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1
0
4
0
0.6
0.598254
-1
375
20
0.011829
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AD
1,194
7,238.843954
3,824.35337
4,891.177701
9
19
CB
54
0
BE
0
1
30
0
200
0
INTERNET
1.862339
windows
1
1
0
4
0
0.1
0.737794
-1
45
30
0.01923
104.259669
AA
2,162
6,945.806388
4,194.669026
4,801.97444
15
15
CA
221
1
BC
0
1
1
1
510
0
INTERNET
9.155238
windows
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1
0
4
0
0.4
0.072813
97
11
30
0.007509
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AB
1,064
967.595089
5,612.063894
4,266.104087
45
10
CA
119
1
BC
0
1
29
0
200
0
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linux
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1
0
4
0
0.6
0.701117
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9
20
0.027218
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2,027.714177
3,241.671105
4,419.025208
0
13
CA
79
1
BC
0
1
-1
0
200
0
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windows
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1
0
4
0
0.4
0.673181
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52
40
0.012959
6.229316
AA
2,303
7,992.946036
3,443.367807
4,244.050597
12
2
CA
260
0
BB
0
1
28
0
200
0
INTERNET
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1
0
4
0
0.1
0.052246
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90
50
0.003831
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AC
1,145
5,156.823612
5,761.527329
4,963.995304
1
6
CA
173
1
BA
1
1
-1
0
1,500
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linux
1
1
0
4
0
0.4
0.049331
24
7
20
0.017337
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AB
580
1,450.067437
5,768.525957
4,359.277233
8
20
CA
179
1
BC
0
1
10
0
200
0
INTERNET
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windows
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1
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4
0
0.9
0.446914
96
6
20
9.25494
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AC
1,784
797.35786
4,185.073452
4,876.080797
12
14
CA
186
0
BB
1
0
-1
0
200
0
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macintosh
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1
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4
0
0.9
0.468091
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68
40
0.023749
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AB
3,380
3,958.472489
4,833.990974
4,247.274352
4
7
CA
182
0
BB
0
1
1
1
500
0
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linux
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1
0
4
0
0.6
0.151584
28
14
30
11.539261
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AB
1,228
1,796.703172
5,516.268938
4,926.687447
283
12
CA
106
0
BB
0
1
1
0
200
0
INTERNET
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other
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1
0
4
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0.8
0.158751
116
10
40
0.009341
26.264898
AA
916
1,803.612782
2,883.544166
4,313.843961
6
8
CA
232
1
BC
1
0
28
0
1,500
0
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linux
1
1
0
4
0
0.1
0.19452
-1
35
20
0.008378
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AB
1,542
15,313.832048
7,043.519123
4,832.427854
33
15
CA
52
1
BE
0
1
1
0
200
0
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other
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0
0
4
0
0.8
0.159359
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33
30
0.006746
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AB
1,073
6,079.233076
3,806.155785
4,444.100173
2,235
6
CA
104
0
BB
0
1
1
1
200
0
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3.034026
macintosh
1
1
0
4