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int64
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383
current_address_months_count
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428
customer_age
int64
10
90
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float64
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78.5
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float64
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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
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int64
0
39
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stringclasses
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credit_risk_score
int64
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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
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2
device_fraud_count
int64
0
0
month
int64
0
7
0
0.8
0.555664
-1
231
40
0.022867
-0.934017
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2,794
8,161.410424
4,919.672855
4,333.66661
13
10
CA
74
1
BB
1
1
29
0
200
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INTERNET
4.094978
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0.3
0.192432
69
17
30
0.036472
-0.825325
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662
2,033.746809
5,053.948477
4,345.484301
17
11
CA
130
0
BB
0
1
19
0
200
0
INTERNET
4.435244
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1
1
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0.9
0.039471
-1
150
40
0.02373
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693
8,042.474244
5,894.967229
4,264.025239
695
8
CC
63
1
BB
0
1
10
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200
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0.6
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22
30
0.012805
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1,506
9,562.40976
4,744.106451
4,224.406586
1
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30
0
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1
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linux
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4
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0.7
0.417033
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40
0.010464
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1,320
1,336.90828
4,897.500695
4,315.53203
0
6
CB
185
0
BC
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1,500
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0.8
0.378319
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120
50
0.013331
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907
3,033.899909
3,312.549152
4,348.52931
1
3
CC
87
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BA
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200
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linux
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0.9
0.099413
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179
40
0.008244
108.849883
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833
2,939.134517
4,005.090575
4,862.703315
869
8
CA
180
0
BA
1
1
2
0
1,500
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windows
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0.4
0.273915
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87
40
0.020446
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1,675
8,201.291027
4,922.450178
4,186.218816
217
14
CF
78
0
BB
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26
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200
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4
0
0.7
0.120767
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67
30
0.024953
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3,088
6,445.433873
5,451.519429
4,250.769589
13
11
CA
104
1
BC
1
1
1
0
200
0
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linux
1
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0
0.7
0.327785
32
6
40
0.043299
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605
6,561.739555
4,586.272987
4,887.708572
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129
0
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1
1
1,000
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linux
1
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4
0
0.3
0.353964
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41
30
2.653875
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2,183
4,658.267249
4,490.958685
4,905.380974
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10
CA
186
0
BC
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1
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200
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windows
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0.6
0.815111
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44
30
0.001102
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AC
662
9,694.605241
5,892.99248
4,931.42722
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11
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188
1
BC
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linux
0
1
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0.6
0.099678
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50
0.006419
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2,357
4,727.408311
4,404.742161
4,795.636944
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8
CA
148
0
BA
1
1
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200
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windows
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0.6
0.626849
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30
0.001009
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1,555
1,340.542761
2,912.40944
4,356.203638
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15
CA
207
0
BC
0
1
28
1
500
0
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0.1
0.883631
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40
0.00701
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995
12,963.226718
3,624.960507
4,831.532271
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6
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240
1
BA
1
1
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1,000
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linux
1
1
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4
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0.4
0.440301
-1
61
30
1.404247
-1.476774
AC
1,136
7,918.080869
4,924.693387
4,597.462003
0
12
CA
81
1
BC
0
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200
0
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linux
0
1
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0.9
0.772827
-1
157
30
0.002381
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688
3,881.127864
4,317.889856
5,038.172077
12
9
CA
291
1
BB
0
1
1
0
1,500
0
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linux
1
1
0
4
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0.8
0.613302
-1
25
40
0.000672
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1,898
4,131.656547
6,017.180812
5,039.816432
142
8
CA
202
0
BE
0
1
5
1
1,500
0
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18.88661
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1
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4
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0.2
0.265499
-1
33
60
0.024252
-1.353518
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1,305
6,901.798683
4,995.907737
4,305.752227
1,786
8
CF
69
0
BB
1
1
26
0
200
0
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1.187174
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1
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4
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0.6
0.182368
-1
43
30
0.001098
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1,561
6,213.084654
6,192.229457
4,199.543805
7
3
CA
171
1
BA
0
1
31
1
500
0
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macintosh
0
1
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4
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0.7
0.846336
-1
56
20
0.044979
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AA
1,136
2,872.552439
4,447.789575
4,531.607928
6
8
CA
164
0
BE
0
1
15
0
200
0
INTERNET
5.588472
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1
1
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4
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0.5
0.993763
23
13
30
0.011431
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1,391
7,121.564133
5,520.619526
4,298.841495
1,367
18
CA
160
1
BC
0
1
15
0
200
0
INTERNET
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1
1
0
4
0
0.8
0.680744
-1
32
20
0.00249
-1.060722
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1,580
7,878.469466
5,857.583552
4,297.07487
45
17
CA
67
1
BC
1
1
25
0
200
0
TELEAPP
3.825232
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0
1
0
4
0
0.9
0.785089
-1
117
70
0.039639
-0.28481
AC
2,362
3,632.10061
5,235.504061
4,418.26571
0
11
CA
-80
1
BC
0
1
-1
1
200
0
INTERNET
3.1093
linux
0
1
0
4
0
0.7
0.039091
18
24
20
0.019064
50.692777
AA
348
2,795.769075
3,343.219477
4,876.78438
8
7
CA
70
1
BC
0
1
1
0
200
0
INTERNET
9.232396
other
1
1
0
4
0
0.3
0.192715
-1
74
20
12.947551
37.4556
AA
503
10,072.06751
6,274.012249
4,764.871033
1
9
CA
117
1
BE
0
1
20
0
200
0
INTERNET
2.896991
macintosh
1
1
0
4
0
0.4
0.567697
29
32
20
0.037271
49.782503
AA
1,380
9,472.721172
5,156.523166
4,935.468286
28
13
CA
230
0
BD
1
1
28
0
1,500
0
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42.020438
windows
0
1
0
4
0
0.2
0.712863
10
11
20
0.010794
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1,092
7,504.1661
4,736.375781
5,320.017921
204
5
CF
118
0
BE
1
0
29
0
200
0
INTERNET
12.037957
macintosh
1
1
0
4
0
0.8
0.115892
30
9
30
0.005654
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AB
920
8,585.233422
4,338.301516
4,798.54299
0
17
CB
49
0
BC
0
1
1
0
200
0
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5.132599
other
1
1
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4
0
0.8
0.124918
-1
29
40
0.040704
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1,276
6,152.901957
4,145.688082
4,818.299338
49
10
CA
57
1
BC
1
1
1
0
200
0
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1.950443
windows
1
1
0
4
0
0.5
0.6861
-1
201
40
4.255131
-0.481167
AC
1,762
4,691.770229
5,401.483654
4,453.471877
0
9
CB
29
0
BA
0
1
-1
0
200
0
TELEAPP
4.229198
other
1
1
0
4
0
0.7
0.281663
-1
58
20
0.013287
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AC
923
9,843.585028
5,700.468186
4,258.935073
0
5
CE
124
0
BE
0
1
-1
0
200
0
INTERNET
1.640594
macintosh
1
1
0
4
0
0.6
0.531062
-1
208
20
0.043416
-1.305103
AB
999
8,343.445677
2,935.70293
4,419.313444
6
10
CA
34
0
BB
1
1
26
0
200
0
INTERNET
4.729388
windows
0
1
0
4
0
0.5
0.91132
-1
76
40
0.021617
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AA
1,565
5,672.913766
4,667.160714
4,827.172748
2
5
CA
198
0
BB
1
0
2
0
200
0
INTERNET
2.721384
linux
1
1
0
4
0
0.4
0.381369
-1
370
30
0.020896
-0.799103
AC
1,756
5,300.770521
4,147.20091
4,852.178622
0
8
CA
167
0
BC
0
1
-1
1
500
0
INTERNET
2.24101
other
0
1
0
4
0
0.9
0.272993
-1
280
50
0.005473
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AC
1,078
5,460.200567
4,963.153272
4,857.152099
0
8
CA
269
0
BD
0
1
-1
0
1,000
0
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25.830181
linux
1
1
0
4
0
0.7
0.994081
-1
116
30
0.032652
-0.283558
AB
1,126
5,379.979001
3,860.134334
4,360.592745
34
19
CB
145
0
BA
1
1
31
0
510
0
INTERNET
1.171446
windows
1
1
0
4
0
0.6
0.924714
54
0
20
0.012492
-1.772106
AB
429
6,310.991197
4,801.973292
4,448.368744
11
11
CA
91
1
BC
0
1
1
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200
0
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12.326809
x11
1
1
0
4
0
0.2
0.149908
-1
59
40
0.012771
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AC
2,492
2,011.756216
4,864.220442
4,251.928362
1
8
CA
110
1
BB
0
1
-1
0
200
0
INTERNET
4.956299
linux
1
1
0
4
0
0.9
0.117135
28
6
40
0.008851
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AD
529
6,939.507876
4,802.550628
4,360.677496
28
8
CA
127
1
BD
1
1
2
0
500
0
INTERNET
14.442925
windows
1
1
0
4
0
0.8
0.406361
23
9
20
0.001184
52.466794
AA
2,910
2,525.742543
3,099.21999
4,875.093175
18
17
CA
110
1
BC
0
1
1
0
200
0
INTERNET
2.730544
other
1
1
0
4
0
0.9
0.996251
-1
182
40
0.025585
-1.430423
AC
2,552
8,154.962682
4,636.700648
4,302.979689
2
11
CA
197
0
BC
0
1
-1
1
1,000
0
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4.150338
macintosh
1
1
0
4
0
0.2
0.736522
-1
17
20
0.014941
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AB
488
5,293.783263
3,348.481891
4,398.940211
12
17
CA
192
1
BE
0
1
1
0
1,000
0
INTERNET
19.395072
windows
0
1
0
4
0
0.3
0.736225
-1
366
30
0.022748
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AB
3,271
10,718.660457
5,992.368166
4,903.545444
1,873
15
CA
123
1
BD
0
1
15
0
200
0
INTERNET
3.176367
other
0
1
0
4
0
0.7
0.122469
-1
65
30
0.001499
-1.911101
AD
1,557
6,080.539453
5,346.600554
4,912.575956
10
13
CF
129
0
BB
1
1
20
0
200
0
INTERNET
11.930173
windows
1
1
0
4
0
0.9
0.237462
37
15
20
0.004939
-0.45865
AD
1,636
6,517.834418
3,657.966216
4,351.006097
820
11
CA
73
0
BC
0
1
22
0
200
0
INTERNET
8.7096
linux
0
1
0
4
0
0.5
0.130443
26
4
30
0.01888
13.38642
AA
895
7,512.520791
6,976.031508
4,886.511044
18
7
CA
58
0
BC
0
1
1
0
200
0
INTERNET
5.828898
other
1
1
0
4
0
0.9
0.384422
-1
49
30
0.029318
-0.584983
AB
901
1,464.3329
2,926.42959
3,125.491113
14
10
CA
61
1
BB
0
1
1
0
200
0
INTERNET
1.149619
windows
1
1
0
4
0
0.9
0.997011
37
3
40
0.009343
-0.935801
AD
356
1,174.876316
8,676.8713
4,416.498644
11
6
CA
19
1
BD
0
1
10
0
200
0
INTERNET
3.954447
windows
1
1
0
4
0
0.4
0.206473
10
5
30
0.007574
-1.34682
AC
559
4,903.865874
5,792.365116
4,812.290342
1
11
CA
172
1
BC
0
1
-1
1
500
0
INTERNET
15.670497
linux
0
1
0
4
0
0.8
0.269734
24
8
30
0.028645
-1.06536
AB
1,255
2,818.122574
4,964.308997
4,809.478845
9
11
CA
257
1
BC
0
1
1
1
1,500
0
INTERNET
1.27765
linux
0
1
0
4
0
0.6
0.06286
-1
165
70
0.005071
-1.608258
AB
575
8,479.200364
6,202.828045
4,785.757304
721
11
CC
94
0
BB
1
0
1
0
200
0
INTERNET
14.229793
macintosh
1
1
0
4
0
0.6
0.410668
28
7
40
0.020359
-1.126316
AC
1,338
649.319894
4,299.350132
4,984.158681
0
9
CF
163
1
BB
1
0
-1
0
500
0
INTERNET
21.160768
windows
1
1
0
4
0
0.6
0.600163
-1
372
60
0.023281
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AB
1,126
5,014.853664
4,977.424502
4,317.381725
0
2
CD
116
1
BB
0
1
20
0
200
0
INTERNET
8.237506
linux
0
1
0
4
0
0.6
0.404858
-1
66
20
0.012126
20.137446
AA
2,380
2,550.973032
5,473.117623
6,392.177855
1
13
CA
119
0
BE
0
1
10
0
200
0
INTERNET
8.614496
linux
0
1
0
4
0
0.9
0.33625
23
10
20
0.023933
-1.51315
AD
829
1,446.841473
5,426.895947
4,310.815846
9
22
CA
135
1
BC
0
1
31
0
200
0
INTERNET
3.355967
other
0
1
0
4
0
0.9
0.823269
-1
248
20
0.024789
33.923987
AA
1,592
8,909.246089
5,356.414132
4,405.745305
19
5
CA
128
0
BE
1
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21
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368
50
0.001125
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7,745.067911
4,479.137155
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241
0
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200
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0.9
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229
40
0.02784
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7
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30
0
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1
200
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0.4
0.083595
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162
60
0.009074
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9,760.372346
6,291.368408
4,863.841139
12
4
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100
0
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20
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200
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0.9
0.582737
37
3
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0.030405
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706
763.654086
4,309.276458
4,756.647657
1,523
11
CA
211
1
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1
1
0
1,500
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0.3
0.863838
10
2
20
0.022445
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2,123
7,591.529329
4,046.146052
4,900.530699
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10
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178
1
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1
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0
500
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linux
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0.9
0.817537
28
7
30
0.01779
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724
657.110006
4,271.885186
5,081.39884
7
13
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92
0
BC
1
1
26
0
200
0
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linux
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1
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4
0
0.4
0.322727
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246
10
0.01188
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1,269
5,525.196171
4,985.622155
4,711.892143
1
6
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97
1
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1
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200
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4
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0.1
0.907861
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368
20
0.018118
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556
7,497.65441
5,444.881803
5,062.684993
3
10
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253
1
BA
1
1
31
1
1,500
0
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1
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0
0.2
0.50035
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26
20
0.038749
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1,799
6,098.900805
5,618.182689
4,875.882539
9
8
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143
1
BE
0
1
1
1
500
0
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linux
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1
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4
0
0.7
0.020228
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33
40
0.008968
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1,477
10,121.863509
3,364.174824
4,966.843769
11
11
CA
98
1
BC
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1
11
0
200
0
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1
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0.3
0.229355
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105
30
0.032734
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1,319
5,615.067501
3,161.485826
4,035.834552
34
7
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203
1
BB
1
1
1
0
1,500
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linux
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1
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4
0
0.9
0.117235
28
2
40
20.254302
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AA
1,316
5,841.281139
4,452.043843
5,042.293603
1
8
CA
177
1
BC
0
1
-1
0
500
1
INTERNET
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windows
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2
0
4
0
0.9
0.017616
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31
40
0.020847
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3,969
7,485.1121
3,874.516332
4,975.820925
14
17
CA
79
0
BA
1
1
28
0
500
0
INTERNET
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1
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4
0
0.9
0.471218
36
3
40
0.024608
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727
3,738.353058
3,996.232066
4,968.248168
1,396
10
CB
188
1
BB
0
1
28
1
1,500
0
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windows
0
1
0
4
0
0.7
0.145398
85
1
80
0.010078
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AC
2,638
6,694.195516
4,441.604278
5,147.891155
2
4
CC
176
0
BA
1
0
15
0
500
0
INTERNET
31.671234
windows
1
1
0
4
0
0.8
0.620517
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42
20
0.020807
12.654503
AA
4,314
8,838.084561
5,790.512529
4,907.99011
34
8
CA
56
1
BC
0
1
20
0
200
0
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1
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4
0
0.1
0.893661
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64
20
0.028593
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AB
2,327
7,246.708685
5,462.36672
5,049.821277
1
10
CE
103
0
BE
1
1
-1
0
200
0
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17.658813
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1
0
4
0
0.9
0.034881
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133
40
0.012836
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AD
756
7,454.410016
5,378.754026
4,995.355485
14
13
CA
62
0
BE
0
1
30
0
200
0
INTERNET
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macintosh
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1
0
4
0
0.6
0.241525
-1
51
50
0.007008
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AB
2,700
6,744.280724
5,184.056827
5,159.797485
2
6
CA
126
1
BC
1
1
2
0
200
0
INTERNET
13.250201
windows
0
1
0
4
0
0.8
0.417221
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78
40
0.008724
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AC
1,609
6,723.948591
4,674.642488
5,132.424346
1
12
CA
197
0
BA
0
1
-1
0
1,500
0
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1
0
4
0
0.4
0.883795
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370
20
0.028188
15.113952
AA
1,330
10,539.189899
5,589.062181
4,357.673958
1
13
CB
81
1
BE
0
1
28
0
200
0
INTERNET
5.312555
other
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1
0
4
0
0.1
0.115562
-1
244
10
0.013825
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AB
3,245
5,428.811659
4,950.821667
4,906.116744
1
8
CA
134
0
BE
0
1
19
1
200
0
INTERNET
5.206449
other
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1
0
4
0
0.9
0.695929
-1
137
50
0.010721
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AA
2,661
7,476.701196
4,606.594034
4,505.709481
1,418
6
CB
105
1
BA
1
1
2
1
500
0
INTERNET
0.967678
linux
1
1
0
4
0
0.9
0.036279
-1
78
40
0.031122
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AD
1,401
4,081.024123
4,415.710983
4,790.394433
4
8
CA
274
1
BA
1
0
26
1
1,500
0
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31.058818
linux
0
1
0
4
0
0.8
0.588031
-1
69
30
0.036845
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AC
949
10,949.381594
5,944.144431
4,207.129362
0
13
CE
181
0
BC
1
1
-1
0
500
0
INTERNET
7.570045
other
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1
0
4
0
0.5
0.42515
10
16
30
0.011684
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AC
251
1,277.900333
4,544.383446
4,928.233106
1
18
CA
55
1
BC
0
1
-1
0
200
0
INTERNET
7.746495
other
1
1
0
4
0
0.7
0.284591
-1
78
40
0.016955
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AC
2,452
2,276.179177
4,458.854601
4,820.609875
11
8
CB
61
0
BC
1
1
2
1
200
0
INTERNET
5.396706
linux
0
1
0
4
0
0.1
0.237785
-1
78
60
0.022829
-1.037025
AB
792
9,310.634598
4,654.035277
4,403.711643
13
4
CA
159
1
BB
0
1
1
0
200
0
INTERNET
4.179912
linux
0
1
0
4
0
0.9
0.407604
-1
208
50
0.028846
13.126188
AA
760
4,197.745311
3,102.907281
4,283.212233
6
12
CA
174
0
BC
0
1
16
0
200
0
INTERNET
18.363017
linux
0
1
0
4
0
0.8
0.304363
-1
27
60
17.826488
-1.013579
AB
1,332
6,767.06046
5,206.582598
4,891.492832
11
2
CC
91
1
BB
1
1
28
0
200
0
INTERNET
16.554121
linux
0
1
0
4
0
0.7
0.67903
-1
107
40
0.015387
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AC
1,374
3,169.09471
3,549.554575
4,244.690314
0
8
CA
161
0
BA
1
1
-1
1
1,000
0
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0.820783
windows
1
1
0
4
0
0.4
0.589146
-1
244
20
0.02446
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AC
1,866
4,977.183432
4,623.61434
4,342.500227
1
5
CA
128
1
BB
0
1
-1
0
200
0
INTERNET
4.91254
other
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1
0
4
0
0.8
0.269787
50
34
40
0.002064
3.003352
AA
1,466
2,573.46969
4,757.711648
4,357.96718
1
11
CA
138
1
BC
0
1
26
1
510
0
INTERNET
15.793571
windows
0
2
0
4
0
0.9
0.044761
81
4
40
0.011328
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AB
1,048
6,143.010211
2,837.909781
4,609.268655
15
11
CA
-57
1
BC
1
0
1
0
200
0
INTERNET
8.869466
linux
1
1
0
4
0
0.8
0.23426
12
34
30
0.008913
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AC
965
5,855.00012
2,213.830631
4,338.670919
1
10
CA
116
1
BC
0
1
-1
1
200
0
INTERNET
2.414581
other
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1
0
4
0
0.1
0.70452
-1
195
10
0.001056
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AC
2,064
5,138.867192
4,634.325501
4,362.988844
0
6
CE
115
0
BE
1
1
-1
0
200
0
INTERNET
4.096792
linux
1
1
0
4
0
0.1
0.554492
-1
94
40
0.005961
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AD
1,624
7,745.844733
5,481.967443
4,772.84358
13
8
CA
182
1
BC
1
1
28
0
1,500
0
INTERNET
20.002287
windows
0
1
0
4
0
0.8
0.308042
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66
30
0.001558
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AB
2,786
6,969.875001
5,689.932727
4,226.843103
9
11
CA
30
0
BC
0
1
1
1
500
0
INTERNET
1.738928
other
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1
0
4
0
0.1
0.498808
215
19
20
0.00509
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AB
1,526
8,300.084519
5,366.747146
4,655.613937
2
15
CA
93
1
BC
0
1
21
0
200
0
INTERNET
1.749456
linux
1
1
0
4
0
0.5
0.890269
62
164
50
0.008131
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AB
1,838
5,498.586425
5,261.289545
4,399.713247
229
7
CA
95
0
BB
1
0
26
1
200
0
INTERNET
3.767561
windows
0
1
0
4
0
0.9
0.266726
28
37
20
0.025884
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AD
2,212
5,005.153931
5,004.720055
4,302.290082
9
15
CA
129
0
BE
0
1
4
0
200
0
INTERNET
8.684088
other
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1
0
4
0
0.8
0.58011
31
6
30
0.032781
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AB
640
3,705.754045
3,529.453755
4,900.69884
715
9
CA
177
1
BB
1
0
2
0
200
0
INTERNET
3.270422
linux
1
1
0
4
0
0.8
0.929995
96
6
10
0.003338
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AD
859
7,058.873865
3,690.315718
4,379.984281
11
10
CA
122
1
BE
0
1
26
0
500
0
INTERNET
9.389125
windows
0
1
0
4