fraud_bool
int64
0
1
income
float64
0.1
0.9
name_email_similarity
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
0.852237
-1
109
30
0.026444
-0.956664
AC
1,360
1,286.952817
3,192.378916
4,167.174496
1
11
CA
198
0
BC
1
1
-1
1
1,500
0
INTERNET
0.540368
linux
1
1
0
4
0
0.9
0.148423
-1
115
20
0.027785
-0.636068
AC
1,198
5,179.037718
5,829.101804
4,341.312265
15
12
CA
107
0
BB
0
1
30
0
200
0
INTERNET
2.819638
other
1
1
0
4
0
0.1
0.730942
-1
228
20
0.007059
-0.363007
AC
761
4,744.964088
4,427.817034
4,430.799983
0
7
CE
104
0
BE
0
1
-1
0
200
0
INTERNET
7.288687
macintosh
1
1
0
4
0
0.5
0.915897
-1
266
50
0.029222
-0.621426
AB
4,153
5,004.018046
5,058.356628
4,388.009575
249
7
CA
175
0
BA
0
1
1
0
1,000
0
INTERNET
11.223242
windows
0
1
0
4
0
0.7
0.432091
18
6
40
0.009274
-1.69161
AC
2,127
2,995.822844
5,455.333092
4,997.487526
2
7
CA
109
0
BC
1
0
-1
0
200
0
INTERNET
1.956179
other
1
1
0
4
0
0.9
0.16431
-1
48
40
0.000875
-0.978729
AD
2,094
4,648.590826
4,293.293164
4,417.671471
9
13
CA
126
0
BC
0
1
1
0
200
0
INTERNET
1.834608
windows
1
1
0
4
0
0.9
0.716838
-1
66
50
0.008683
-0.498927
AB
1,184
3,166.260879
3,841.251652
4,981.29656
10
10
CA
175
0
BE
0
1
15
0
500
0
INTERNET
5.405285
windows
1
1
0
4
0
0.8
0.026627
-1
100
30
0.000341
-0.744583
AD
1,668
5,943.261939
2,992.29463
4,327.447215
1
18
CD
79
0
BB
0
1
-1
1
200
0
INTERNET
3.524529
other
0
1
0
4
0
0.9
0.594017
-1
238
50
0.00314
-0.345485
AB
1,010
4,380.593093
3,745.206571
5,926.60971
611
6
CA
262
0
BB
1
0
1
1
1,500
0
INTERNET
17.563299
windows
0
1
0
4
0
0.6
0.477648
-1
112
40
0.03602
-1.462745
AC
2,718
4,252.586796
4,939.285161
4,286.219112
0
8
CB
53
1
BB
0
1
-1
0
200
0
INTERNET
51.314676
linux
0
1
0
4
0
0.8
0.877732
-1
28
20
0.01697
-0.684363
AD
3,265
9,014.21596
6,007.00329
4,357.775363
14
14
CA
50
0
BE
0
1
26
0
200
0
INTERNET
11.148455
linux
1
1
0
4
0
0.1
0.166124
-1
359
30
18.186851
27.208091
AA
1,604
4,831.830071
5,427.305538
4,527.332791
1,406
11
CB
58
1
BE
0
1
20
0
200
0
INTERNET
7.359581
windows
1
1
0
4
0
0.6
0.008115
-1
368
60
0.024605
21.921422
AA
1,246
1,987.848771
4,038.667508
4,206.906456
1,190
19
CC
122
0
BC
1
1
9
1
1,500
0
INTERNET
3.052701
windows
0
1
0
4
0
0.9
0.283212
-1
38
40
0.006926
-0.579336
AC
541
6,446.910228
4,559.348783
4,836.64489
2
7
CA
257
1
BC
0
1
-1
0
2,000
0
INTERNET
6.557294
other
1
1
0
4
0
0.4
0.100431
-1
141
40
7.167991
20.074136
AA
807
3,902.443886
7,087.575767
5,183.592712
1,740
6
CA
76
0
BE
1
1
15
0
200
0
INTERNET
7.774482
other
1
1
0
4
0
0.1
0.134231
-1
239
40
0.014635
-1.071622
AB
946
4,593.728271
3,170.987197
4,187.834755
13
5
CC
123
1
BB
1
0
31
0
200
0
INTERNET
4.706816
linux
0
1
0
4
0
0.9
0.40689
-1
40
30
0.007294
-0.610524
AD
1,816
3,729.078356
4,312.12873
4,236.530642
11
18
CA
195
0
BC
0
1
30
1
500
0
INTERNET
11.603979
macintosh
0
1
0
4
0
0.8
0.237855
-1
239
60
0.009776
-0.695179
AB
1,682
1,235.573896
4,918.966386
4,445.750471
20
0
CC
296
1
BA
0
1
15
0
200
0
INTERNET
3.939475
linux
0
2
0
4
0
0.8
0.468037
-1
38
20
0.01932
-0.859349
AB
921
5,579.700247
3,275.797083
4,317.424186
16
15
CA
105
1
BE
0
1
1
0
200
0
INTERNET
5.788328
linux
0
1
0
4
0
0.7
0.75841
-1
100
40
0.033532
-1.04582
AB
1,114
5,876.888503
4,848.368436
4,325.467714
1
12
CA
59
1
BB
1
1
31
0
200
0
INTERNET
5.220615
linux
1
1
0
4
0
0.8
0.312227
-1
101
20
0.017281
-1.098716
AB
1,916
8,258.281647
5,944.197684
3,821.284528
2,026
9
CA
190
1
BE
1
1
1
0
1,000
0
INTERNET
21.439894
windows
0
1
0
4
0
0.9
0.449361
84
6
40
0.00488
-1.201328
AC
1,419
5,539.085731
4,180.070414
4,906.841094
0
9
CA
90
0
BB
1
0
-1
0
200
0
INTERNET
4.215062
windows
1
1
0
4
0
0.9
0.265453
101
9
40
0.017071
-1.640047
AB
1,370
3,070.488869
5,653.702098
4,967.14673
15
17
CA
294
1
BA
1
1
1
0
1,500
0
INTERNET
2.703214
other
1
1
0
4
0
0.6
0.65874
-1
34
10
0.009355
-1.011053
AD
1,399
6,099.402201
5,159.478619
4,960.096714
10
16
CA
117
1
BC
0
1
19
0
200
0
INTERNET
3.859901
windows
1
1
0
4
0
0.7
0.711453
-1
116
60
0.017977
41.056071
AA
1,077
7,854.208474
6,123.405861
4,999.330198
23
6
CA
36
1
BC
1
1
20
0
200
0
INTERNET
1.308157
windows
1
1
0
4
0
0.9
0.255899
-1
31
40
0.001464
-0.269568
AD
636
3,273.959625
5,188.076984
4,483.277835
10
3
CA
117
1
BD
1
1
11
0
200
0
INTERNET
3.954474
windows
1
1
0
4
0
0.2
0.135577
-1
133
40
0.01861
-0.821571
AC
1,520
5,581.258819
4,399.646552
4,365.070667
1
4
CA
125
1
BC
0
1
-1
0
200
0
INTERNET
23.067207
linux
1
1
0
4
0
0.9
0.814893
324
28
40
0.005029
-0.465659
AC
3,439
12,652.708526
4,053.374196
4,379.731701
0
6
CA
249
0
BA
0
1
-1
0
1,000
0
INTERNET
0.859453
other
1
1
0
4
0
0.3
0.504448
-1
210
20
0.026093
-0.962918
AB
2,582
9,194.511957
5,377.903342
4,328.049606
10
16
CA
134
0
BB
1
1
31
0
200
0
INTERNET
6.349025
other
0
2
0
4
0
0.8
0.606741
-1
55
20
0.014374
51.984921
AA
2,440
2,684.445403
4,025.757067
4,449.173243
1,428
6
CB
150
0
BC
0
1
28
0
200
0
INTERNET
5.663001
other
1
1
0
4
0
0.6
0.123272
-1
72
50
0.017782
49.974261
AA
2,141
7,191.172342
8,631.993095
4,727.467819
628
4
CC
69
0
BB
1
1
28
0
200
0
INTERNET
4.471997
windows
0
1
0
4
0
0.9
0.86651
-1
191
40
0.00456
-0.45866
AC
1,245
8,918.88238
7,003.907156
4,319.428173
2
5
CA
258
0
BA
0
1
1
1
500
0
INTERNET
9.20792
windows
0
1
0
4
0
0.7
0.093527
12
8
30
0.020484
-0.36508
AC
694
7,037.823883
4,382.440349
5,035.247297
1
10
CA
164
0
BC
0
1
-1
0
200
0
INTERNET
4.204082
windows
1
1
0
4
0
0.9
0.290517
-1
71
20
0.005078
-0.77686
AD
1,411
6,104.065239
6,132.23028
4,348.864016
19
17
CA
43
0
BE
0
1
20
1
200
0
INTERNET
1.711689
other
0
1
0
4
0
0.7
0.326283
-1
7
20
0.024666
-1.485694
AC
1,324
5,823.085292
3,120.716392
4,351.878121
0
10
CE
162
1
BC
0
1
-1
0
1,000
0
INTERNET
9.312471
other
0
1
0
4
0
0.2
0.414542
-1
127
20
0.00133
-1.28615
AC
1,302
4,172.857777
4,043.768118
4,973.917155
1
10
CA
60
1
BA
0
0
-1
0
200
0
INTERNET
9.923594
linux
1
1
0
4
0
0.7
0.054311
-1
116
30
15.314451
-1.083447
AC
1,236
4,217.801015
5,118.21738
4,844.8178
2
12
CA
180
0
BA
0
1
-1
0
1,500
0
INTERNET
34.148861
other
0
1
0
4
0
0.3
0.843616
47
28
30
0.014114
-0.870917
AB
947
6,449.904712
4,246.181125
5,038.546114
7
10
CA
194
0
BB
1
1
15
0
500
0
INTERNET
6.552517
other
1
1
0
4
0
0.9
0.396363
-1
167
30
0.002011
-0.735743
AB
2,751
5,473.112816
4,781.449328
4,398.482854
14
8
CA
37
1
BB
1
0
1
0
200
0
INTERNET
5.538362
linux
0
1
0
4
0
0.7
0.139761
-1
69
30
0.028994
-1.233407
AB
662
3,081.277987
3,154.001578
4,737.512911
841
8
CA
56
1
BC
1
1
1
0
200
0
INTERNET
2.164803
other
1
1
0
4
0
0.8
0.703814
-1
65
30
0.02621
49.788695
AA
2,499
4,800.028294
4,623.317967
4,210.265567
11
14
CA
79
1
BC
1
1
3
1
200
0
INTERNET
4.746588
linux
0
1
0
4
0
0.6
0.768504
29
10
20
12.033934
-0.840854
AD
1,157
3,194.579054
4,981.899953
4,861.888859
3
11
CF
86
0
BC
0
1
28
0
200
0
INTERNET
14.404842
linux
1
1
0
4
0
0.7
0.202187
28
7
50
0.000064
-1.47177
AC
1,612
4,307.620419
5,393.173173
4,957.98006
0
4
CA
123
1
BC
0
1
-1
0
200
0
INTERNET
2.495817
linux
1
1
0
4
0
0.6
0.447817
-1
38
20
0.008031
-0.577141
AC
2,034
2,202.550529
3,135.229543
4,398.466428
4
11
CB
147
0
BC
0
1
-1
0
500
0
INTERNET
7.658686
other
1
1
0
4
0
0.8
0.678006
-1
13
30
0.015127
23.258203
AA
1,133
3,574.523394
5,228.812121
4,399.5622
109
6
CA
22
0
BB
1
1
28
0
200
0
INTERNET
6.001078
other
0
1
0
4
0
0.9
0.7926
-1
77
20
0.010423
-0.982752
AB
1,896
6,656.568822
5,438.514066
4,941.67914
2
19
CA
108
0
BE
1
1
1
0
200
0
INTERNET
2.043896
windows
1
1
0
4
0
0.6
0.751122
-1
358
50
0.001041
30.633137
AA
4,308
2,332.328984
2,298.303545
4,380.145201
12
2
CA
245
0
BC
1
0
1
1
1,500
0
INTERNET
4.77727
other
1
1
0
4
0
0.6
0.070778
-1
67
40
0.002047
-1.733641
AD
1,570
4,232.896766
4,466.495884
5,046.145421
14
8
CA
69
1
BC
1
1
15
0
200
0
INTERNET
0.940397
linux
1
1
0
4
0
0.9
0.65255
-1
25
20
0.038927
-1.150713
AB
1,792
7,054.460326
3,205.022849
4,305.299607
6
18
CA
189
0
BE
0
1
1
0
1,500
0
INTERNET
1.831918
windows
1
1
0
4
0
0.9
0.425526
104
288
50
0.015311
105.853717
AA
1,489
8,852.136146
5,538.011254
6,389.026488
1,717
8
CA
69
1
BC
0
1
5
0
200
0
INTERNET
5.426758
other
0
1
0
4
0
0.8
0.821072
-1
294
50
0.013813
20.402865
AA
3,157
8,874.297025
5,225.477032
4,824.97557
4
2
CA
265
1
BA
1
1
30
1
1,500
0
INTERNET
12.569821
other
1
1
0
4
0
0.9
0.171496
-1
158
60
0.001951
-0.630816
AD
899
2,122.094113
5,826.982906
4,429.820044
35
7
CG
57
1
BA
0
1
9
0
200
0
INTERNET
17.019402
windows
0
2
0
4
0
0.7
0.445668
-1
302
50
0.000849
-0.005168
AB
1,265
1,383.322696
4,230.450982
4,443.53093
11
8
CA
105
0
BE
1
1
1
1
200
0
INTERNET
9.3013
linux
0
1
0
4
0
0.9
0.295751
-1
219
20
0.000246
-0.88374
AC
1,982
7,410.617063
5,292.349768
4,771.731221
1
5
CA
194
1
BA
0
1
-1
0
2,000
0
INTERNET
2.98261
linux
0
1
0
4
0
0.7
0.176439
-1
149
70
0.036377
-0.926311
AC
106
7,835.907808
4,078.7508
4,748.145874
0
5
CC
148
1
BA
1
0
-1
0
500
0
INTERNET
0.664425
linux
0
1
0
4
0
0.1
0.834258
-1
256
10
0.003104
-1.027971
AE
1,492
4,508.525144
6,843.748916
4,796.111738
18
2
CA
194
0
BA
0
1
28
0
1,500
0
INTERNET
52.740739
windows
0
1
0
4
0
0.5
0.07478
33
2
20
14.376846
39.616014
AA
4,621
8,406.316719
6,792.212631
6,791.603777
27
15
CA
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30
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11
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0
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15
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200
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17
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1
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1
1,500
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126
30
0.026087
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7,824.230864
5,250.142236
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8
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114
1
BB
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21
1
200
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0.1
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40
0.009902
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BD
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200
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17
20
0.007476
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8
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1
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200
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0.9
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103
30
0.03343
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1
1,500
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0.7
0.531757
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6
40
0.030071
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9,457.962125
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11
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0
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200
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0.6
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183
40
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6,001.503793
4,366.251767
16
5
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0
BB
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1
31
0
200
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0.9
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17
40
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2,256.185525
4,416.180669
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8
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1
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1
1
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500
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0.7
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180
40
0.017166
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3,419.863052
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4,803.589417
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1
BA
1
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200
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4
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0.6
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226
50
0.024557
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6
CC
122
1
BB
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500
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0.4
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73
30
0.020419
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7,964.652466
3,770.253755
4,396.196219
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15
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92
0
BE
1
1
1
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200
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0.4
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22
20
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13
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179
1
BB
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1
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1
500
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0.001673
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15
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1
BC
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15
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200
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linux
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0.1
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97
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4,943.019447
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11
CF
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BB
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200
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0.3
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169
20
0.026546
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2,680
5,786.33734
5,465.61436
4,383.21638
4
6
CB
199
1
BB
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1
10
0
200
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windows
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1
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4
0
0.9
0.998583
97
11
40
0.01246
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5,276.521424
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3,593.753443
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9
CD
101
0
BC
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1
200
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linux
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1
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4
0
0.9
0.897611
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120
20
0.030727
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4,413.144566
3,275.151971
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6
CA
265
0
BA
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1
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0
500
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0.8
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115
30
0.005334
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5,336.755923
4,365.336709
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11
CA
180
1
BC
1
1
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1
200
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windows
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1
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0.1
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11
20
0.016132
51.998802
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6,184.660474
4,816.130097
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7
CE
170
1
BE
0
1
5
0
510
0
TELEAPP
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linux
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1
0
4
0
0.9
0.544769
33
15
60
0.028742
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AB
724
3,435.901869
4,742.508932
5,021.732263
625
2
CC
175
0
BB
1
0
1
1
1,500
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macintosh
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1
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4
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0.4
0.65976
27
13
40
0.003808
27.351522
AA
1,271
5,525.772497
5,295.715505
5,135.246652
43
10
CA
139
1
BB
1
1
1
0
500
0
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linux
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1
0
4
0
0.9
0.35726
30
11
20
0.018424
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9,921.497751
4,538.800097
5,087.058579
753
20
CA
52
0
BC
0
1
21
0
200
0
INTERNET
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windows
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1
0
4
0
0.9
0.756271
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38
20
0.03687
15.862889
AA
725
5,368.59937
4,176.807495
4,848.266688
11
12
CB
63
0
BE
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1
28
0
200
0
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1
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4
0
0.9
0.886357
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39
30
0.019493
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2,408
3,614.505134
5,448.857001
4,437.373829
1
17
CA
240
0
BB
0
1
-1
0
1,000
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1
0
4
0
0.8
0.410618
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181
50
0.000138
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1,702
4,054.995367
5,160.030201
4,409.893162
2
7
CA
267
0
BA
1
1
2
0
2,000
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windows
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1
0
4
0
0.1
0.18589
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21
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0.022233
23.743357
AA
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4,036.284413
3,144.052708
4,902.166681
521
1
CC
76
1
BB
1
1
26
1
500
0
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windows
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1
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4
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0.8
0.547592
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30
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758
815.530266
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4,653.356949
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10
CA
189
1
BC
0
1
31
0
1,500
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1
0
4
0
0.9
0.226239
30
10
20
0.008869
41.01357
AA
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4,242.998528
5,231.534526
4,986.293748
10
20
CB
172
1
BA
1
1
5
0
500
0
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other
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1
0
4
0
0.9
0.231384
29
39
20
17.678138
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AD
1,816
8,908.761474
5,102.329643
6,229.320368
1,477
22
CA
39
1
BC
0
1
2
0
200
0
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other
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4
0
0.7
0.396255
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48
30
0.02596
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AB
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5,475.60612
4,887.912583
4,234.427336
36
4
CA
44
1
BB
1
1
10
1
200
0
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linux
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1
0
4
0
0.6
0.126875
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110
30
0.009829
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4,305
5,510.234606
3,569.537492
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1
9
CA
208
1
BA
1
0
30
0
500
0
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linux
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1
0
4
0
0.6
0.162518
162
13
30
0.046609
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8,898.944597
3,061.736233
4,817.182054
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22
CA
163
0
BB
0
1
26
1
500
0
INTERNET
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other
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1
0
4
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0.6
0.420241
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121
30
0.016951
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AC
984
4,709.769789
2,972.19928
4,818.701176
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6
CA
96
1
BB
0
1
-1
0
200
0
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linux
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1
0
4
0
0.6
0.776917
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47
40
0.018801
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937
1,437.74613
3,198.055134
4,885.118169
12
5
CA
218
1
BC
0
1
1
0
990
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linux
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1
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4
0
0.3
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88
40
0.022713
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8,349.016679
4,921.430839
4,905.454766
0
6
CA
87
0
BA
0
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-1
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200
0
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4
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0.1
0.584373
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22
40
0.005527
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1,316
6,870.33235
4,393.210424
4,897.044006
27
6
CA
118
0
BC
1
1
25
0
200
0
INTERNET
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windows
1
1
0
4
0
0.6
0.411608
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128
20
0.024673
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AA
1,558
1,474.224935
5,746.458071
4,226.895354
811
12
CB
129
0
BB
1
0
1
1
200
0
INTERNET
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other
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1
0
4
0
0.3
0.591873
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220
40
0.024737
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AB
891
904.18186
2,876.090261
4,346.878133
9
8
CA
224
0
BA
0
1
20
0
1,500
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other
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1
0
4
0
0.8
0.912356
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57
40
0.741713
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3,066
6,582.607062
4,853.440273
5,094.491342
2
9
CA
169
0
BB
1
0
1
0
1,000
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linux
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1
0
4
0
0.8
0.538921
27
5
50
0.05766
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1,263
4,834.927
7,227.46947
5,121.95199
800
18
CA
161
0
BB
1
1
1
1
500
0
INTERNET
4.62728
windows
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1
0
4
0
0.2
0.895593
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195
40
0.012256
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AB
1,033
6,353.413748
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49
8
CA
120
1
BC
1
0
1
1
200
0
INTERNET
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windows
0
1
0
4
0
0.5
0.346794
-1
21
20
0.023409
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AB
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4,211.784331
47
9
CA
104
0
BC
1
1
15
0
200
0
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1
0
4