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int64
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income
float64
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1
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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
-15.53
113
payment_type
stringclasses
5 values
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int64
1
6.7k
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float64
-170.6
16.7k
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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
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
0.2
0.370095
-1
336
20
7.528025
-1.365169
AB
4,831
6,940.46239
6,608.366836
4,120.534445
7
11
CA
30
1
BE
1
1
2
0
200
0
INTERNET
5.814129
windows
1
1
0
4
0
0.6
0.634426
-1
45
20
0.006899
49.637417
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1,725
1,279.174796
5,055.920353
4,501.949365
4
14
CA
205
0
BE
0
1
28
1
1,500
0
INTERNET
1.224866
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1
1
0
4
0
0.1
0.362962
-1
75
20
0.007136
-0.459086
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1,835
4,670.227481
2,993.963496
4,316.816189
1
13
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160
0
BE
1
0
27
0
1,500
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0.7
0.894311
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30
0.011934
21.297507
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1,691
5,990.543269
5,866.851207
4,273.194163
1
4
CC
77
0
BD
0
1
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200
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linux
1
1
0
4
0
0.6
0.458546
-1
60
40
0.003999
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2,693
5,532.080826
3,081.18963
4,305.027733
1
12
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76
1
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1
1
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200
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0.8
0.887568
-1
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40
0.001642
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3,007
6,076.087353
4,758.093856
4,415.357073
41
4
CA
100
0
BA
1
1
30
0
200
0
INTERNET
1.678259
linux
0
1
0
4
0
0.4
0.596646
-1
130
20
0.003224
15.687872
AA
887
2,994.0607
3,765.564989
4,889.32448
39
6
CE
41
0
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1
0
21
0
200
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11.878787
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0.8
0.844511
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44
20
0.027545
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1,667
5,494.538948
4,644.838301
4,750.660338
2
10
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192
0
BC
0
1
1
0
500
0
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1.641507
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1
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0
0.6
0.994861
-1
129
70
0.00011
49.482731
AA
1,942
1,201.384986
2,450.025372
4,848.916586
20
9
CB
198
1
BC
1
0
10
1
500
0
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1.091259
linux
1
1
0
4
0
0.9
0.162334
-1
44
40
0.015851
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566
6,133.848072
4,561.066103
4,238.698757
18
17
CB
163
1
BC
0
1
15
0
200
0
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8.969095
windows
1
1
0
4
0
0.9
0.093918
161
6
30
0.004921
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2,058
8,466.554876
4,373.71467
4,947.583987
0
10
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156
0
BA
0
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500
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macintosh
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0.9
0.066943
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19
30
0.017885
37.61191
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1,868
3,528.048003
4,408.869708
4,838.061012
3
13
CA
131
0
BC
0
1
20
1
500
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windows
0
1
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0
0.8
0.992003
-1
151
30
0.010235
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1,642
3,331.223174
5,897.162981
4,258.066826
16
19
CA
159
0
BD
0
1
30
1
200
0
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2.139183
macintosh
0
1
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0
0.8
0.657641
12
26
30
0.03423
107.448773
AA
992
4,166.603115
4,111.996259
4,886.126888
572
15
CA
95
1
BC
0
0
26
0
200
0
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6.046793
windows
0
1
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4
0
0.9
0.763042
11
10
40
0.016507
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1,432
4,004.728386
5,300.748243
5,096.006613
22
5
CA
112
0
BD
1
1
1
0
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2.728579
linux
1
1
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4
0
0.4
0.541506
-1
59
30
0.015907
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1,355
3,031.716768
2,964.74697
4,388.278225
10
18
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193
1
BA
0
1
1
0
1,000
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1
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4
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0.7
0.718122
-1
318
50
0.029519
-0.883998
AC
985
5,183.200501
3,944.968205
5,124.150826
2
3
CC
90
1
BB
1
1
-1
1
200
0
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1.623878
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1
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4
0
0.6
0.931751
-1
79
30
0.018043
-1.053992
AB
3,621
5,444.931616
5,156.548886
4,281.24131
12
18
CA
93
0
BB
1
1
1
0
200
0
INTERNET
1.223987
other
1
1
0
4
0
0.8
0.70104
212
7
40
0.010424
16.618698
AA
1,757
9,520.428411
4,935.173525
4,478.931902
6
9
CA
143
1
BC
1
1
28
0
510
0
INTERNET
18.847475
windows
0
1
0
4
0
0.6
0.262541
-1
46
30
0.004324
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AC
1,189
6,880.693671
4,634.928311
5,111.988549
1
1
CC
114
1
BB
0
1
-1
1
200
0
INTERNET
3.645154
windows
0
2
0
4
0
0.4
0.909624
-1
59
20
0.025457
-1.42997
AD
1,549
2,662.72891
4,601.314341
4,298.590554
52
16
CF
154
0
BC
0
1
1
0
200
0
INTERNET
6.385814
linux
1
1
0
4
0
0.5
0.808914
-1
228
50
0.012951
-0.687478
AB
1,154
6,093.665243
4,442.613358
5,025.87872
13
5
CA
294
1
BA
1
0
1
0
1,500
0
INTERNET
4.71641
windows
1
1
0
4
0
0.7
0.077797
-1
235
60
3.432369
-1.417111
AC
2,537
6,031.879
4,238.982994
4,684.038562
0
9
CA
88
1
BA
0
1
-1
0
200
0
INTERNET
1.091123
windows
0
1
0
4
0
0.6
0.53545
26
55
30
0.63237
24.835964
AA
617
2,119.292278
5,283.475523
4,823.915875
1
5
CA
188
1
BC
0
1
20
1
1,500
0
INTERNET
3.277997
linux
1
1
0
4
0
0.4
0.175807
-1
34
40
0.019097
-0.847598
AC
1,462
6,631.366559
3,741.645566
4,930.137962
0
10
CD
190
0
BC
1
1
-1
0
500
0
INTERNET
13.315723
other
1
1
0
4
0
0.2
0.734028
-1
15
30
0.007336
-0.562032
AB
1,442
5,922.02321
4,770.332235
4,901.726274
1
10
CF
169
0
BA
1
1
31
0
500
0
INTERNET
4.850455
linux
1
1
0
4
0
0.9
0.894462
-1
23
20
0.006759
-1.058395
AB
1,315
9,847.502805
5,205.322039
5,036.855099
4
6
CA
97
1
BC
1
1
1
0
200
0
INTERNET
8.408039
other
0
1
0
4
0
0.8
0.138293
-1
25
30
0.029717
-1.326875
AD
1,205
7,697.975243
4,514.956321
4,921.580003
2
10
CB
257
0
BE
0
1
1
1
200
0
INTERNET
17.22088
macintosh
1
1
0
4
0
0.2
0.741597
-1
46
20
0.007194
-1.171009
AC
1,291
4,798.90562
5,097.170212
4,983.099196
0
7
CE
126
0
BE
0
1
-1
0
200
0
INTERNET
3.602942
other
1
1
0
4
0
0.4
0.170922
-1
15
20
0.008198
-0.48819
AB
1,190
4,668.074746
4,072.827031
4,399.356846
32
9
CA
157
0
BE
0
1
1
0
500
0
INTERNET
2.431095
other
0
1
0
4
0
0.6
0.359929
-1
140
30
0.022198
-1.26927
AC
3,014
2,072.969671
2,588.76719
5,084.195309
0
6
CA
181
1
BA
0
1
-1
0
500
0
INTERNET
5.211097
linux
0
1
0
4
0
0.9
0.111171
-1
53
50
0.007507
-0.110607
AD
1,332
6,382.991425
3,763.702586
5,122.052771
7
7
CA
219
1
BC
0
1
27
0
1,500
0
INTERNET
13.714875
windows
1
1
0
4
0
0.8
0.605817
-1
50
30
0.032523
27.856685
AA
1,377
3,014.2395
4,085.097551
4,926.731069
2
6
CA
65
1
BC
0
1
21
0
200
0
INTERNET
6.535606
linux
1
1
0
4
0
0.2
0.994859
14
0
30
0.019407
-0.547896
AC
3,109
9,261.991751
5,683.922609
4,832.743257
1
18
CA
164
0
BA
0
1
-1
0
500
0
INTERNET
5.238254
linux
1
1
0
4
0
0.7
0.586582
-1
50
20
0.019929
-0.716701
AB
4,015
7,919.404997
5,649.206345
4,943.79688
10
3
CA
169
0
BB
0
1
2
0
500
0
INTERNET
4.380764
other
0
1
0
4
0
0.7
0.124791
-1
52
20
0.027464
4.620676
AA
1,118
6,432.842095
5,710.001635
4,258.79064
1,567
11
CA
31
1
BE
0
1
31
0
200
0
INTERNET
2.486838
other
0
1
0
4
0
0.1
0.481979
27
4
20
0.008438
-0.580847
AB
444
5,721.432615
5,651.1833
4,182.298426
28
16
CA
71
1
BC
0
1
11
0
200
0
INTERNET
8.539907
linux
0
1
0
4
0
0.1
0.445346
27
8
30
73.426955
-0.438047
AB
2,303
8,056.170103
3,772.495113
5,036.740662
0
8
CA
258
0
BC
0
1
26
0
1,000
0
INTERNET
21.312539
linux
1
1
0
4
0
0.6
0.88841
12
13
30
0.009774
-0.938025
AD
1,496
7,805.971786
5,181.11842
4,344.139692
6
19
CA
63
0
BC
1
1
1
0
1,000
0
INTERNET
3.626872
linux
1
1
0
4
0
0.4
0.524309
36
16
20
0.025211
-0.695288
AB
486
5,754.112755
4,620.126304
5,100.039179
15
10
CA
207
1
BC
1
0
10
0
1,500
0
INTERNET
4.709191
windows
1
1
0
4
0
0.5
0.14059
97
9
40
0.023028
-1.451564
AB
1,819
7,332.273301
2,833.545547
5,011.695331
40
8
CD
110
1
BC
1
0
28
0
500
0
INTERNET
4.23459
windows
1
1
0
4
0
0.6
0.465111
-1
165
30
0.844524
-0.724135
AB
3,565
4,147.10738
4,559.659253
4,893.688238
1
8
CA
88
1
BB
0
1
30
0
200
0
INTERNET
9.051154
other
1
1
0
4
0
0.1
0.364977
30
17
30
0.025031
-1.742078
AB
1,723
6,547.588828
3,030.358136
4,759.46072
6
15
CA
52
0
BC
0
1
1
0
200
0
INTERNET
6.379862
linux
1
1
0
4
0
0.8
0.910572
-1
32
50
1.634846
-0.6625
AD
3,746
4,860.958515
4,649.602214
4,789.531921
15
2
CC
321
0
BA
1
1
5
0
1,500
0
INTERNET
4.079697
other
1
1
0
4
0
0.6
0.291656
-1
57
20
0.003786
23.849916
AA
1,470
8,279.911125
5,387.600913
4,332.624475
17
8
CB
79
1
BE
0
1
12
0
200
0
INTERNET
18.421648
other
1
1
0
4
0
0.1
0.195281
-1
36
30
0.035638
-1.069275
AD
1,734
5,707.711575
3,886.744277
4,804.971516
23
15
CA
60
1
BE
0
1
26
0
200
0
INTERNET
23.863988
other
0
1
0
4
0
0.6
0.581237
28
15
30
0.025532
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AB
3,481
9,817.268455
5,890.108974
4,912.261161
1
11
CA
103
1
BD
0
1
27
0
200
0
INTERNET
3.645234
linux
1
1
0
4
0
0.2
0.892577
-1
165
20
0.019618
-1.437629
AB
664
383.08768
3,987.744905
4,232.148848
9
4
CA
270
0
BA
0
1
20
1
1,000
0
INTERNET
4.189973
windows
0
1
0
4
0
0.4
0.240073
-1
253
30
0.000295
-1.624698
AD
2,146
8,805.336023
5,246.169821
5,122.484734
922
13
CA
155
1
BC
1
1
15
0
1,000
0
INTERNET
2.702287
windows
1
1
0
4
0
0.7
0.329234
-1
113
40
0.015152
-0.329109
AB
1,333
901.032544
3,514.792188
4,357.335976
10
11
CA
199
0
BE
0
1
15
0
500
0
INTERNET
6.268402
other
0
1
0
4
0
0.9
0.250849
-1
193
50
0.037033
-1.1346
AB
879
3,410.360769
3,033.748638
4,867.683629
10
3
CA
104
1
BB
1
1
25
1
200
0
INTERNET
2.394267
linux
0
1
0
4
0
0.8
0.463934
21
11
30
0.014054
-1.460047
AC
2,058
7,982.964357
5,129.246687
4,758.608356
0
10
CA
166
0
BC
0
1
-1
0
200
0
INTERNET
6.991082
other
0
1
0
4
0
0.6
0.615242
-1
55
30
0.001928
28.126308
AA
1,857
4,564.509587
4,755.374059
6,073.578969
1,873
7
CA
58
0
BC
1
1
20
0
200
0
INTERNET
5.062305
windows
1
1
0
4
0
0.8
0.446424
-1
39
40
0.022611
-1.000314
AD
864
6,141.987258
4,646.828379
3,814.630526
10
7
CA
291
1
BD
0
1
1
0
1,500
0
INTERNET
9.433178
other
1
1
0
4
0
0.9
0.754009
51
7
20
0.02959
-1.204516
AC
2,836
2,318.470523
4,482.324908
4,843.076987
1
9
CA
156
0
BC
0
1
-1
0
500
0
INTERNET
4.466521
windows
0
1
0
4
0
0.8
0.512207
-1
87
40
0.015445
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AB
769
2,817.392235
4,729.68315
4,999.500333
2
8
CA
79
0
BB
1
1
28
0
200
0
INTERNET
1.331818
other
1
1
0
4
0
0.4
0.673918
48
11
20
0.017625
-1.486441
AB
1,734
8,784.718864
4,580.61112
4,238.756372
0
10
CA
190
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BA
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200
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34
30
0.004205
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1,500
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0.1
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3
20
0.042639
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8,526.140665
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10
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200
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0.9
0.100176
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120
30
0.030743
102.010832
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10
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118
1
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200
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37
40
1.080616
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7,405.11251
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163
1
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1
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500
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0
0.6
0.695608
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100
30
0.021925
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3,623.402251
4,601.46796
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5
CA
304
1
BA
0
1
15
1
1,500
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0.1
0.473417
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64
10
0.00451
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4,014.010388
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18
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117
1
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0
1
30
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200
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54
40
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11
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115
1
BC
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200
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8
20
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4,658.804843
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40
22
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134
0
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1
1
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200
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121
20
0.040796
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6,098.711705
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200
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0.7
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30
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11
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99
1
BC
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200
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0.9
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5
30
24.653438
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5,687.124585
6,171.216842
4,250.179076
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8
CA
258
1
BD
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1
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0
200
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1
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0.9
0.411138
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46
50
0.00896
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5,394.59467
5,251.132757
4,279.96425
1
6
CB
210
1
BA
1
1
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1
1,500
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0.9
0.680623
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21
40
0.023741
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5,254.848634
3,104.215365
4,795.775106
17
5
CB
151
1
BC
0
1
1
0
500
0
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1
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4
0
0.7
0.358249
138
14
20
0.027577
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AC
967
4,457.895145
5,042.123285
4,365.618245
0
4
CA
249
0
BE
0
1
-1
1
1,000
0
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windows
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1
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4
0
0.5
0.429889
27
4
30
0.000489
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3,725.519697
3,682.145116
4,361.958249
0
13
CA
192
1
BA
1
1
28
1
1,000
0
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linux
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1
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4
0
0.7
0.996516
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49
40
3.140866
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8,660.981388
4,219.667034
4,900.238027
1
20
CA
68
0
BC
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1
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1
200
0
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linux
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1
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4
0
0.3
0.109714
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61
30
0.013973
44.088812
AA
1,394
4,013.851658
5,512.42812
4,284.460865
248
4
CD
120
0
BF
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1
20
0
200
0
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linux
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1
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4
0
0.8
0.278919
25
12
50
0.007022
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AC
912
2,867.163331
4,606.666039
4,405.569459
1
22
CA
133
1
BC
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1
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0
500
0
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linux
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1
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4
0
0.9
0.484199
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256
20
0.009477
48.715046
AA
564
4,336.936792
2,957.957673
4,344.234525
14
11
CA
88
0
BE
1
1
26
1
200
0
INTERNET
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macintosh
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1
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4
0
0.4
0.208025
51
11
20
0.03131
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AC
216
3,703.830041
6,607.416129
4,729.043608
1
11
CF
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0
BC
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1
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1
200
0
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1
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4
0
0.9
0.286287
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13
20
0.04072
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1,030
2,556.112059
3,039.46929
4,472.933938
8
9
CB
84
0
BB
1
1
20
0
200
0
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1
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4
0
0.9
0.696408
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39
40
0.013283
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AB
620
559.979195
3,346.83382
4,234.826083
6
7
CA
213
0
BC
0
1
28
0
1,500
0
INTERNET
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windows
1
1
0
4
0
0.6
0.076929
29
13
40
0.029657
26.276861
AA
1,936
9,568.102962
4,036.606799
5,149.574784
1
6
CA
-49
1
BB
0
1
29
0
500
0
INTERNET
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1
0
4
0
0.1
0.850303
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239
40
0.007482
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2,117
5,306.4868
4,770.379353
4,270.321373
0
10
CA
224
1
BA
0
1
-1
1
1,000
0
INTERNET
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linux
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1
0
4
0
0.8
0.275685
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83
30
0.020369
51.548818
AA
2,307
3,534.742841
3,022.624838
4,744.925577
20
9
CA
153
1
BB
0
1
1
0
1,000
0
INTERNET
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windows
0
1
0
4
0
0.1
0.624356
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120
20
0.000836
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AC
1,214
6,211.27099
4,344.563558
5,003.107157
0
9
CA
95
0
BE
0
1
-1
0
200
0
INTERNET
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linux
1
1
0
4
0
0.4
0.049171
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67
20
0.005471
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AB
1,007
7,161.339986
5,419.889591
4,963.817878
12
10
CB
144
1
BE
1
0
30
0
200
0
INTERNET
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windows
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1
0
4
0
0.9
0.628073
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173
40
0.021766
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AC
1,062
8,354.498155
4,715.662951
5,162.626933
1
10
CB
270
0
BA
0
1
-1
1
1,500
0
INTERNET
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windows
1
1
0
4
0
0.6
0.998394
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367
50
0.01334
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AB
3,097
4,135.411576
5,241.344426
4,248.544827
1
3
CC
122
0
BB
1
1
20
1
200
0
INTERNET
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linux
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1
0
4
0
0.4
0.229245
-1
23
20
0.014625
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AB
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6,148.404877
3,618.032438
4,956.73407
1,859
15
CA
89
1
BC
0
1
15
0
200
0
INTERNET
2.835573
windows
1
1
0
4
0
0.4
0.446789
99
4
40
0.0202
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AB
215
6,012.756839
3,877.477916
5,066.577049
1
10
CA
92
0
BC
1
1
1
0
200
0
INTERNET
1.246351
linux
1
1
0
4
0
0.7
0.170472
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153
30
0.0199
35.226642
AB
651
3,983.00307
4,232.412958
4,810.098339
9
8
CA
100
0
BE
0
1
1
1
200
0
INTERNET
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macintosh
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1
0
4
0
0.6
0.992072
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60
20
0.006894
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1,231
6,644.931718
4,140.530082
4,723.229764
1
13
CA
199
1
BA
0
1
-1
1
1,000
0
INTERNET
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other
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1
0
4
0
0.2
0.770238
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44
20
0.006293
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AB
1,860
3,851.824807
4,161.583749
4,734.228193
785
15
CA
177
0
BB
0
1
15
1
500
0
INTERNET
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windows
1
1
0
4
0
0.7
0.204172
60
5
30
0.028173
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AB
888
3,588.727403
2,947.770849
4,881.413743
8
11
CA
90
1
BC
1
1
1
1
200
0
INTERNET
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linux
1
1
0
4
0
0.9
0.271983
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153
30
0.048199
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AB
2,931
7,735.768519
4,061.336522
5,124.787281
2,020
9
CA
128
1
BA
0
1
3
0
500
0
INTERNET
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other
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1
0
4
0
0.9
0.556728
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78
50
0.012692
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AB
822
1,124.418737
5,538.075317
4,921.431299
13
11
CA
205
0
BA
0
1
30
0
1,000
0
INTERNET
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windows
0
1
0
4
0
0.8
0.092629
47
15
30
0.001503
39.359701
AA
2,575
1,609.096763
6,051.069486
4,941.876274
733
12
CF
125
0
BB
1
1
1
1
510
0
INTERNET
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other
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1
0
4
0
0.1
0.868591
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75
50
0.010572
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AB
1,496
4,838.263601
4,087.765348
4,284.970433
857
6
CF
126
0
BB
1
1
25
1
200
0
INTERNET
3.981149
windows
1
1
0
4
0
0.1
0.689593
-1
53
30
0.008676
50.907105
AA
1,820
3,621.255326
5,281.308764
4,411.05346
1
13
CB
111
1
BE
1
1
21
1
200
0
INTERNET
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linux
0
1
0
4
0
0.1
0.253416
-1
37
20
0.019242
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AB
1,715
7,328.825555
5,415.794583
4,377.05746
1
10
CF
146
0
BB
0
1
-1
0
990
0
INTERNET
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windows
1
1
0
4
0
0.1
0.395458
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204
30
0.018211
11.329042
AA
1,483
4,483.391455
3,975.222853
4,280.186266
1,840
10
CF
190
0
BB
0
0
2
0
500
0
INTERNET
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other
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1
0
4
0
0.9
0.202938
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48
20
0.014446
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AC
1,265
2,604.288194
2,851.31444
4,379.060494
0
12
CA
182
1
BC
0
1
-1
0
500
0
INTERNET
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other
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1
0
4