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90
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float64
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78.5
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int64
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6.7k
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float64
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float64
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float64
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6.99k
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int64
0
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int64
0
39
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stringclasses
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int64
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389
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int64
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1
housing_status
stringclasses
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int64
0
1
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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
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session_length_in_minutes
float64
-1
85.9
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stringclasses
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int64
0
1
device_distinct_emails_8w
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int64
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0
0.9
0.805159
-1
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40
0.030398
-1.361381
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1,025
3,878.701858
4,435.826221
4,918.073488
6
8
CB
91
0
BB
1
1
15
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200
0
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1
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0.9
0.748967
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0.026993
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3,556
7,026.601823
5,373.242307
5,085.371807
12
13
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203
0
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1
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31
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1,500
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0.1
0.169053
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62
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0.012966
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1,162
4,826.353752
2,907.235895
4,761.891062
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93
0
BB
0
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0.9
0.619687
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50
0.025917
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4,287.683766
5,361.758866
3,477.373063
3
7
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218
1
BB
0
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510
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20
0.007836
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2,106
2,423.242359
3,595.735846
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11
14
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54
0
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4,833.517253
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11
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246
0
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28
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1,500
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0.8
0.069182
36
11
30
0.007492
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3,103.696622
3,197.747978
4,263.892028
0
8
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196
1
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200
1
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windows
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0.9
0.28981
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10
30
0.021299
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684
3,457.982411
4,976.910274
4,385.000277
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17
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163
1
BE
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200
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macintosh
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0.8
0.145983
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27
40
0.019097
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1,074
4,191.171272
3,053.220707
4,965.602125
201
5
CA
176
1
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1
1
0
200
0
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1.286095
linux
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1
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0
0.4
0.384375
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20
0.021097
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3,186
10,098.407811
5,692.807567
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20
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129
1
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500
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0.9
0.805704
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40
0.019306
51.569884
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3,006.132563
5,026.389591
4,800.952384
1,842
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11
0
BC
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5
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macintosh
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0.3
0.190324
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158
30
0.025321
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932
2,184.526356
2,893.579804
4,375.648578
15
7
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182
1
BA
0
1
30
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1,500
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0.9
0.23398
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0.017242
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8,313.266942
5,044.675098
4,902.006307
0
4
CA
216
0
BB
1
1
-1
0
1,500
0
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windows
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1
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4
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0.6
0.497225
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87
50
0.021871
35.714857
AA
355
7,641.161611
4,169.868151
4,975.768607
9
7
CA
199
0
BC
0
1
26
0
1,500
0
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3.861378
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1
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4
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0.8
0.871733
-1
45
40
0.001626
11.713546
AA
985
3,866.050697
4,755.707176
4,726.515158
12
12
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265
0
BC
0
1
15
1
1,500
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linux
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1
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0.8
0.0814
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353
30
0.005541
41.171964
AA
945
4,175.940415
6,630.232426
4,049.723724
5
12
CA
109
1
BE
0
1
11
0
500
0
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windows
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1
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4
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0.1
0.802715
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57
20
0.021426
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AC
2,621
3,794.431317
7,132.549586
4,265.49833
0
10
CA
151
0
BA
0
1
-1
0
200
0
INTERNET
2.097052
windows
1
1
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4
0
0.9
0.316559
95
11
30
0.001341
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1,736
3,685.070212
4,233.047166
4,857.341681
1
13
CA
89
0
BA
0
1
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0
200
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linux
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1
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0.8
0.736833
-1
82
40
0.011897
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1,631
4,223.835008
3,518.893804
5,106.92859
1
13
CA
197
0
BA
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1
1,500
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0.3
0.624466
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53
30
0.005615
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AC
1,515
11,963.896447
5,786.420276
4,936.518887
1
11
CA
254
0
BA
0
1
-1
0
1,500
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INTERNET
7.53377
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1
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4
0
0.8
0.478802
-1
83
20
0.023036
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AB
963
3,440.090797
2,047.663124
4,392.09753
9
18
CF
209
0
BD
0
1
1
1
500
0
INTERNET
3.635623
other
0
1
0
4
0
0.9
0.931022
-1
45
40
0.006018
51.038276
AA
790
5,747.927519
5,058.749678
4,979.427274
1
7
CA
203
1
BC
0
1
2
0
500
0
INTERNET
7.153218
windows
0
1
0
4
0
0.8
0.017761
-1
98
60
0.025495
36.539332
AA
972
7,311.330239
4,276.382831
5,001.636808
13
2
CC
45
1
BB
0
1
10
0
500
0
INTERNET
3.093103
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1
0
4
0
0.9
0.47075
24
31
20
0.033806
-1.147871
AD
1,416
767.907994
4,684.321653
4,856.312849
29
7
CA
167
0
BC
1
1
3
1
510
0
INTERNET
1.199292
macintosh
0
1
0
4
0
0.3
0.790158
35
6
20
18.223362
50.014414
AA
2,388
5,589.888273
4,996.698993
4,343.059793
13
9
CA
142
0
BC
0
1
2
0
200
0
INTERNET
5.585258
windows
1
1
0
4
0
0.8
0.814028
-1
20
60
0.002516
35.516006
AA
973
3,062.675893
4,523.885461
4,234.11424
1,782
4
CA
96
1
BC
1
1
29
1
200
0
INTERNET
7.458251
linux
1
1
0
4
0
0.6
0.792336
-1
54
30
0.013236
22.435347
AA
754
9,193.934087
4,681.129843
4,703.740673
7
14
CB
138
0
BB
0
0
20
1
200
0
INTERNET
5.928163
windows
0
1
0
4
0
0.9
0.995327
55
12
30
0.004633
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AB
1,138
1,226.944978
5,079.057688
4,311.238001
9
18
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144
0
BE
1
1
1
0
500
0
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0.938094
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1
0
4
0
0.9
0.346512
-1
190
30
0.015431
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481
4,854.632192
3,527.794665
4,327.572307
1
11
CA
202
1
BA
1
1
-1
1
1,000
0
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2.555057
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1
0
4
0
0.1
0.756623
-1
22
10
0.00356
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1,663
8,714.229779
4,445.297023
4,295.718873
0
6
CF
103
1
BE
0
1
-1
1
200
0
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5.457725
linux
1
1
0
4
0
0.3
0.927198
-1
32
40
0.014214
45.669545
AA
1,818
7,817.33619
7,064.445194
4,397.221576
21
7
CA
104
1
BB
0
1
6
0
200
0
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28.535255
linux
0
1
0
4
0
0.1
0.916708
-1
151
20
0.003891
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2,462
5,089.731334
5,576.698653
4,988.906827
1
8
CA
266
1
BC
0
1
-1
0
1,000
0
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9.828687
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1
0
4
0
0.2
0.746195
-1
80
20
0.005571
40.675115
AA
2,018
4,659.982469
5,440.872643
4,963.90229
1
19
CA
100
1
BE
0
1
20
0
200
0
INTERNET
5.877424
other
0
1
0
4
0
0.8
0.158819
-1
78
30
0.007805
2.404894
AA
1,853
7,252.943425
5,510.824985
4,297.385502
4
13
CA
167
0
BE
1
1
2
0
1,500
0
INTERNET
1.991636
other
1
1
0
4
0
0.8
0.90718
-1
40
40
0.014602
50.254478
AA
1,957
7,176.370018
5,714.137576
4,922.969433
4
13
CD
-44
0
BC
1
0
3
0
200
0
INTERNET
4.69015
windows
0
1
0
4
0
0.4
0.065425
-1
100
40
0.009882
-0.53495
AC
3,033
2,497.503961
4,883.848043
4,861.775917
0
6
CA
139
0
BA
0
1
-1
0
200
0
INTERNET
9.583342
other
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1
0
4
0
0.4
0.11354
-1
62
40
0.014864
-0.973396
AB
987
5,900.908109
3,743.614156
4,339.718501
770
9
CA
120
1
BC
0
1
9
1
200
0
INTERNET
10.519876
linux
0
1
0
4
0
0.9
0.118283
-1
35
30
0.041296
-1.364739
AB
1,140
2,266.185335
4,108.647294
4,756.633011
8
11
CA
125
0
BC
1
0
1
0
500
0
INTERNET
1.177528
macintosh
0
2
0
4
0
0.2
0.013175
52
8
20
1.127858
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AB
2,148
7,625.629048
5,281.140185
4,948.126831
6
10
CA
152
0
BB
0
1
21
0
200
0
INTERNET
10.409977
x11
1
1
0
4
0
0.1
0.363183
13
7
30
0.010868
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AC
2,915
6,428.831973
4,036.161618
4,830.757043
0
11
CA
118
0
BC
0
1
-1
1
200
0
INTERNET
3.149119
other
0
1
0
4
0
0.9
0.886234
-1
302
20
0.039682
50.114211
AA
2,017
2,485.552405
4,935.665662
4,330.164883
3
9
CA
107
1
BA
1
1
1
0
200
0
INTERNET
1.779594
windows
0
1
0
4
0
0.9
0.998644
32
15
30
0.018712
0.09132
AD
422
2,488.249556
6,189.101152
4,851.078254
34
11
CA
99
1
BB
0
1
30
0
200
0
INTERNET
6.228969
macintosh
1
1
0
4
0
0.4
0.995058
-1
63
20
0.006085
50.108121
AA
4,143
6,454.356029
4,497.865783
4,300.643712
12
14
CA
194
0
BE
1
1
3
1
1,500
0
INTERNET
2.57354
other
1
1
0
4
0
0.9
0.067423
-1
164
30
0.018672
-1.176073
AB
1,320
13,338.959312
6,309.713234
4,823.998794
4
6
CF
211
1
BB
1
0
28
1
500
1
INTERNET
2.266179
linux
0
1
0
4
0
0.7
0.133142
-1
63
40
0.004352
51.847681
AA
1,443
6,776.276078
3,680.425017
4,264.344319
2
14
CA
157
1
BA
0
1
10
1
500
0
INTERNET
2.276044
windows
0
1
0
4
0
0.1
0.282612
14
6
50
0.013696
-0.955899
AC
2,414
4,927.4073
4,663.76016
4,381.878183
0
18
CF
249
1
BB
0
1
-1
0
500
0
TELEAPP
1.74856
other
1
1
0
4
0
0.7
0.16796
31
67
40
0.010959
-0.638586
AB
2,178
2,515.202786
5,133.749577
4,895.078605
14
6
CA
76
0
BA
0
1
31
0
200
0
INTERNET
2.947445
linux
1
1
0
4
0
0.9
0.653133
-1
36
40
0.029866
47.544286
AA
719
6,191.205218
4,350.235105
4,395.29128
1,457
5
CA
136
1
BC
0
1
28
0
500
0
INTERNET
1.011782
linux
1
1
0
4
0
0.1
0.735906
-1
26
20
0.016403
-1.411835
AC
2,482
6,776.680923
4,285.70864
4,737.256514
0
19
CA
136
1
BB
0
1
1
1
200
0
INTERNET
9.320584
other
0
1
0
4
0
0.4
0.344129
-1
269
10
0.015483
-0.108132
AC
2,650
7,462.322262
5,645.905552
4,418.863195
0
10
CA
161
0
BE
1
1
-1
0
200
0
INTERNET
6.276793
other
1
1
0
4
0
0.9
0.600479
-1
44
40
0.035715
-1.229137
AB
965
5,208.609136
3,102.932649
4,271.638571
12
8
CA
93
0
BB
1
1
1
1
200
0
INTERNET
3.162003
windows
0
1
0
4
0
0.9
0.876035
28
0
20
0.031605
-0.390424
AB
570
6,352.387652
5,279.000259
4,322.516898
9
11
CA
122
0
BC
0
1
11
0
200
0
INTERNET
3.000367
macintosh
1
1
0
4
0
0.7
0.498588
50
112
30
0.020479
-1.656644
AC
1,969
2,358.71783
4,741.110078
4,274.191551
1
18
CA
60
0
BC
0
1
-1
0
200
0
INTERNET
15.197425
other
0
1
0
4
0
0.6
0.7509
32
13
30
0.011051
51.81145
AA
1,309
6,687.840995
4,547.411312
4,242.739381
6
5
CA
204
1
BD
0
1
31
0
1,500
0
INTERNET
4.681595
linux
0
1
0
4
0
0.7
0.053587
32
23
20
0.002335
107.413621
AA
1,710
6,104.273642
4,817.034403
5,132.127168
23
10
CA
52
1
BC
0
1
11
0
200
0
INTERNET
12.931827
windows
1
1
0
4
0
0.9
0.05992
-1
78
40
0.008997
-0.655404
AB
639
1,363.351496
5,514.739519
4,276.472606
9
8
CA
226
1
BB
1
1
31
0
1,500
0
INTERNET
2.023355
windows
0
1
0
4
0
0.9
0.686284
-1
246
10
0.014858
95.401897
AB
1,148
10,238.816083
4,444.567247
4,247.907191
13
10
CA
135
1
BE
0
1
30
0
200
0
INTERNET
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4
0
0.8
0.772335
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338
40
0.013062
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11,879.947198
3,440.42558
4,782.364305
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3
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0
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1
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1
500
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0.9
0.254023
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174
20
0.012617
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4,613.141313
5,404.512459
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11
CB
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0
BA
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200
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0.8
0.10417
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47
20
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5,722.248471
5,264.327124
4,424.83154
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12
CD
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1
BB
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1
24
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200
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linux
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4
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0.6
0.192648
57
20
40
0.011082
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1,240
7,719.664821
5,400.422091
4,237.979271
16
10
CA
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0
BB
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1
1
0
200
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0.2
0.895439
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255
10
0.003943
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5,415.502
4,026.122779
4,780.5277
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10
CA
151
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BE
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1
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500
0
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0.9
0.808163
28
7
20
0.02545
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5,291.07382
5,189.670129
4,654.192308
0
9
CA
7
1
BC
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1
-1
1
200
0
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linux
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1
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4
0
0.9
0.094928
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72
30
0.015941
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999
2,982.901974
1,669.334854
4,902.889778
1
7
CA
156
0
BA
0
1
30
0
1,500
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0
0
4
0
0.8
0.562683
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48
50
0.007186
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1,345
3,141.505593
4,448.958741
4,746.730088
2
7
CA
119
1
BC
1
0
25
1
200
0
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linux
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1
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4
0
0.1
0.261542
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109
30
0.016175
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AC
780
6,581.141669
5,343.806128
5,088.787959
0
5
CA
162
0
BC
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1
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0
200
0
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macintosh
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1
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0.7
0.993697
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186
20
0.005124
13.969564
AA
1,068
3,632.902661
3,000.033412
4,062.877046
9
14
CA
125
1
BC
1
0
1
0
500
0
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windows
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1
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4
0
0.1
0.353311
11
23
20
0.025221
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AC
2,235
14,523.692692
6,231.816407
4,827.477085
0
13
CA
117
1
BC
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1
1
0
200
0
INTERNET
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1
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4
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0.9
0.043323
32
7
50
0.003615
100.344892
AA
2,972
6,128.844965
6,547.197588
5,154.256746
2,234
3
CA
160
1
BC
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1
15
1
500
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1
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4
0
0.9
0.797215
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28
60
0.002703
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AB
1,612
3,922.458054
4,833.53872
4,491.438794
3
4
CE
156
1
BB
1
1
31
0
200
0
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macintosh
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1
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4
0
0.6
0.761629
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360
20
0.035894
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AB
735
4,902.636651
8,542.958645
4,396.524218
8
7
CA
205
1
BE
1
1
26
0
500
0
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1
0
4
0
0.1
0.535494
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67
50
0.004963
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AD
3,143
4,259.981386
3,667.257649
4,930.686219
18
2
CA
181
1
BA
0
1
28
0
1,500
0
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windows
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1
0
4
0
0.8
0.895795
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52
40
0.000078
31.07899
AA
1,287
4,480.88188
4,265.893818
4,427.348415
17
4
CB
111
0
BC
1
1
20
0
200
0
INTERNET
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x11
1
1
0
4
0
0.2
0.250611
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49
20
0.013301
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AC
1,516
5,944.929624
4,443.953185
4,925.268639
0
11
CA
97
1
BB
1
1
-1
0
200
0
INTERNET
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windows
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1
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4
0
0.6
0.812178
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45
20
0.016742
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AC
916
5,104.675314
3,657.891111
4,848.003297
0
9
CA
64
0
BE
1
1
-1
0
200
0
INTERNET
6.177217
other
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1
0
4
0
0.6
0.281827
-1
196
40
0.033631
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AB
1,002
3,688.989972
5,358.734547
3,985.977221
37
2
CA
302
0
BA
0
1
1
0
1,000
0
INTERNET
6.398959
windows
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1
0
4
0
0.4
0.30005
-1
114
30
0.02089
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AD
983
3,800.346315
4,712.818793
4,226.941283
11
9
CA
78
1
BC
0
1
31
0
200
0
INTERNET
12.042964
linux
0
1
0
4
0
0.2
0.292047
107
14
30
0.019489
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AB
1,909
13,479.6413
4,523.811083
4,992.057907
231
23
CD
15
1
BB
1
1
20
0
200
0
INTERNET
22.090023
linux
0
1
0
4
0
0.5
0.267422
33
9
20
0.017009
-1.325093
AB
2,340
5,420.904776
5,377.921834
4,348.167327
1
11
CA
133
1
BE
0
1
1
0
500
0
INTERNET
13.172197
linux
0
1
0
4
0
0.5
0.492158
-1
180
40
0.031615
18.311916
AA
1,308
7,310.302403
3,841.115247
5,588.623353
12
14
CA
211
0
BE
1
1
20
1
500
0
INTERNET
4.080536
linux
0
1
0
4
0
0.9
0.144815
-1
143
40
0.01481
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AB
1,144
5,127.254982
3,808.556818
4,799.055696
33
3
CB
156
1
BC
0
1
15
1
2,000
0
INTERNET
1.743323
windows
0
1
0
4
0
0.9
0.319367
-1
143
30
0.020206
-1.149665
AC
1,054
1,453.931559
1,969.057892
4,341.906234
0
4
CA
295
0
BA
0
1
-1
0
1,500
0
INTERNET
0.738338
other
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1
0
4
0
0.5
0.135554
-1
32
30
0.005261
3.444027
AA
4,379
4,832.850514
4,489.289569
4,960.741216
2
15
CA
98
0
BE
0
1
30
0
200
0
INTERNET
4.774718
other
1
1
0
4
0
0.9
0.241326
-1
180
60
0.019421
-0.908449
AC
2,490
6,745.319981
4,459.694165
4,384.081064
1
7
CB
152
1
BA
0
1
-1
0
1,000
0
INTERNET
1.448932
other
0
1
0
4
0
0.1
0.379448
99
13
20
68.891274
-1.182367
AC
1,281
6,933.812128
3,507.622085
4,347.030612
0
6
CA
69
0
BE
0
1
-1
0
200
0
INTERNET
4.396693
windows
1
1
0
4
0
0.9
0.030111
-1
198
60
0.030103
25.121858
AA
2,790
3,166.874986
5,276.687671
4,274.310619
94
2
CB
115
0
BA
1
1
28
0
200
0
INTERNET
14.747302
other
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1
0
4
0
0.6
0.334834
-1
46
30
0.006623
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AB
1,448
2,516.164047
3,705.833096
5,170.601569
1
17
CA
145
1
BB
0
1
9
0
500
0
INTERNET
15.441831
windows
1
1
0
4
0
0.2
0.320297
12
2
20
0.017349
-1.375474
AB
4,500
3,196.834909
5,483.483722
5,126.342371
17
10
CA
174
1
BE
0
1
31
0
200
0
INTERNET
4.177406
linux
0
1
0
4
0
0.6
0.487534
-1
292
20
0.005438
-0.366904
AC
984
3,670.213982
4,188.396913
4,295.189964
0
3
CA
103
0
BE
0
1
-1
0
200
0
INTERNET
3.30162
linux
1
1
0
4
0
0.6
0.470697
49
6
20
0.000321
-0.722575
AD
2,666
3,380.330733
3,341.371554
4,845.004908
16
15
CA
59
1
BC
0
1
1
0
200
0
INTERNET
7.188633
other
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1
0
4
0
0.6
0.998391
-1
87
50
0.009257
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AB
1,047
7,547.59774
5,283.668361
4,356.711847
765
1
CC
112
0
BB
1
1
5
0
200
0
INTERNET
8.898302
windows
1
1
0
4
0
0.8
0.388516
-1
185
30
9.914358
49.923646
AA
926
9,289.693652
5,112.964722
4,986.040151
12
5
CA
139
0
BA
0
1
20
0
1,500
0
INTERNET
2.723006
other
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1
0
4
0
0.7
0.389491
11
8
30
0.011109
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AB
2,250
2,328.675264
5,001.094647
4,212.072039
15
13
CA
151
0
BC
0
1
1
0
200
0
INTERNET
6.435571
linux
1
1
0
4
0
0.3
0.02889
-1
87
60
0.010656
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AC
2,695
3,823.065643
4,899.102288
4,164.634032
1
3
CA
85
0
BA
1
0
-1
0
200
0
INTERNET
7.967366
windows
0
2
0
4
0
0.6
0.112963
-1
22
30
0.028498
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AB
1,261
2,290.441133
5,182.851236
4,948.304241
11
19
CB
111
1
BB
0
1
11
0
200
0
INTERNET
9.95271
other
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1
0
4
0
0.2
0.028992
-1
40
30
0.021938
-1.505884
AB
174
6,334.502599
4,135.809108
4,842.764288
8
7
CF
106
1
BC
1
1
25
0
200
0
INTERNET
1.462393
macintosh
1
1
0
4
0
0.1
0.423528
-1
354
20
0.000175
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AC
1,632
3,786.221015
4,966.233488
4,387.185748
1
15
CA
96
1
BE
0
1
5
0
200
0
INTERNET
4.647988
other
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1
0
4
0
0.4
0.729853
30
8
20
0.013412
3.411946
AA
1,905
6,833.170203
5,322.849204
4,381.449671
13
8
CB
112
1
BC
0
1
28
0
500
0
INTERNET
7.607926
linux
0
1
0
4
0
0.8
0.912605
-1
54
20
0.015052
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AB
629
3,903.254855
3,436.175775
4,250.67076
14
21
CA
43
0
BE
0
1
20
0
200
0
INTERNET
2.367477
windows
0
1
0
4
0
0.3
0.66486
29
3
30
0.003684
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AD
973
1,465.299859
4,822.153436
4,997.582648
1,405
16
CA
69
0
BC
0
1
1
0
200
0
INTERNET
10.997399
linux
1
1
0
4