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int64
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383
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428
customer_age
int64
10
90
days_since_request
float64
0
78.5
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float64
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payment_type
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int64
1
6.7k
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float64
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float64
1.3k
9.51k
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float64
2.83k
6.99k
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int64
0
2.39k
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int64
0
39
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stringclasses
7 values
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int64
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389
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int64
0
1
housing_status
stringclasses
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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
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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
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0
month
int64
0
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0
0.7
0.341757
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20
0.035721
-0.693437
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5,758.866497
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4,401.349847
16
11
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100
1
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1
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0.06239
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2,363
5,622.054318
4,640.419677
5,124.270527
0
4
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155
0
BB
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1
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200
0
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0.906296
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30
0.006662
51.956951
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4,370
3,726.254823
4,969.010162
4,749.727345
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7,265.305853
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8,163.747738
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12
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1,440
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1
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2,053.061576
4,794.001266
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128
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0.9
0.129341
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0.009811
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3,759
1,835.917374
6,160.883402
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20
12
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127
1
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28
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0.6
0.297789
65
12
30
0.015766
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2,914
7,474.661494
4,468.613393
4,357.904198
19
12
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221
1
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1
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28
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1,000
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1
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0.1
0.880987
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67
20
0.003451
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2,059
4,346.485464
4,814.623647
5,153.201958
1,767
13
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67
1
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1
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25
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200
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0.8
0.999326
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30
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1,260
6,038.235156
3,750.249044
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173
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11
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203
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0.9
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379
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0.001803
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4,124.691373
3,231.677705
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112
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20
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2,128
9,706.858555
6,280.190784
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106
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0.9
0.100371
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0.006179
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1,059
5,841.239664
3,359.193705
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212
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40
0.01727
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3,639
4,833.230841
5,533.215719
5,588.13338
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12
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45
1
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200
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linux
1
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0
0.3
0.254138
-1
105
20
0.007005
23.847664
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2,003
7,907.854339
4,051.770253
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14
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78
0
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1
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200
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windows
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124
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0.005198
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549
1,564.951314
4,040.251489
4,406.832582
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65
0
BB
1
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0.6
0.876515
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209
30
0.017584
25.193656
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6,907.286205
3,716.182318
4,367.483463
2
6
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163
0
BE
1
1
31
1
1,000
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0.9
0.367396
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194
60
0.007117
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1,066
6,109.963025
6,201.110103
4,871.043979
8
4
CC
211
0
BA
1
1
28
0
1,500
1
INTERNET
8.933592
windows
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1
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4
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0.9
0.256393
103
8
30
0.013257
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AB
1,915
6,195.414406
4,431.658322
4,229.457912
2
11
CA
132
1
BC
0
1
1
0
200
0
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0.898842
linux
1
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4
0
0.1
0.560822
32
3
30
0.001265
51.681908
AA
2,140
12,060.006908
7,989.777168
5,053.965796
1,925
8
CA
217
1
BC
0
1
1
1
500
0
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1.338632
macintosh
1
1
0
4
0
0.8
0.636012
-1
58
20
0.035815
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AB
3,020
1,787.588026
6,111.394879
5,097.546204
1
14
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165
1
BB
0
1
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1
200
0
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1
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4
0
0.8
0.751504
-1
63
30
0.016229
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1,196
1,208.335405
3,149.795428
4,147.755474
1
14
CF
79
0
BB
0
1
5
0
500
0
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2.456082
linux
0
1
0
4
0
0.1
0.969618
-1
141
40
0.004077
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AC
1,678
4,704.181131
2,842.743214
4,846.618299
1
7
CA
331
0
BA
0
1
-1
0
1,500
0
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3.773756
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1
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4
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0.8
0.158635
-1
356
20
0.008743
51.780695
AA
4,236
8,512.527458
5,030.671159
4,253.144697
18
8
CA
82
1
BE
1
1
26
0
200
0
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1.516646
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1
0
4
0
0.9
0.483544
10
4
30
0.016407
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818
5,903.861839
6,070.613578
4,739.510356
7
15
CA
107
1
BC
0
1
1
1
510
0
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1.583434
windows
0
1
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4
0
0.6
0.9218
-1
51
20
0.007894
50.008939
AA
1,668
7,042.134833
4,940.386457
4,268.839047
12
6
CA
186
1
BC
0
1
3
1
500
0
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12.535157
windows
0
1
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4
0
0.7
0.135174
-1
128
30
0.038463
6.472627
AC
250
10,516.917442
5,452.765001
5,575.132467
2
18
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74
0
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1
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28
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200
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4.078583
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1
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0.8
0.701888
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53
30
0.003752
34.240607
AA
2,035
6,226.367507
3,721.233965
4,753.480732
2
10
CB
185
0
BC
1
1
11
1
500
0
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3.749578
windows
1
1
0
4
0
0.3
0.170609
-1
38
30
0.009273
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AC
1,899
4,860.428998
5,494.433005
4,928.712825
0
11
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98
0
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0
1
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200
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1
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0.9
0.606366
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50
40
0.806098
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AB
945
6,114.22891
4,557.343176
5,051.774263
12
5
CA
276
1
BC
0
1
28
0
1,500
0
INTERNET
1.887275
windows
1
1
0
4
0
0.9
0.780831
31
9
30
0.00459
51.558665
AA
1,673
761.095351
3,527.808669
4,302.198132
359
15
CA
185
0
BC
1
1
28
1
510
0
INTERNET
3.450214
windows
0
1
0
4
0
0.9
0.397402
9
7
30
0.036857
49.029646
AA
2,002
7,660.824284
5,759.699544
4,827.572357
6
18
CA
210
0
BC
1
1
26
1
1,500
0
INTERNET
9.293127
macintosh
0
1
0
4
0
0.1
0.917164
-1
40
20
0.028492
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AD
962
9,068.970321
5,549.980392
4,952.141903
5
10
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138
0
BC
0
1
1
0
500
0
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4.667063
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1
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4
0
0.8
0.77958
-1
139
40
0.026171
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1,281
3,656.402783
5,207.158898
4,931.678608
9
4
CA
139
1
BE
1
1
1
0
200
0
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14.88754
linux
0
1
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4
0
0.9
0.992656
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292
60
0.008573
5.804597
AA
1,838
7,829.175493
7,038.308595
3,086.62557
17
8
CC
100
0
BC
1
1
28
1
200
0
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6.447575
linux
1
1
0
4
0
0.9
0.999458
-1
202
20
0.022362
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AD
762
7,764.868057
5,330.914463
4,833.567458
8
15
CB
92
1
BA
0
1
22
0
200
0
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15.524196
windows
0
1
0
4
0
0.7
0.602456
-1
56
30
0.006209
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AC
2,021
9,633.216321
7,869.757683
4,342.999307
1
12
CA
148
0
BB
0
1
-1
1
500
0
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3.030948
macintosh
0
1
0
4
0
0.7
0.705807
-1
154
10
0.02437
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AB
642
2,914.186664
3,505.096716
4,222.532414
10
6
CE
74
0
BE
0
1
15
0
200
0
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2.488286
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1
0
4
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0.6
0.998366
34
14
30
0.004146
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AB
905
5,563.254595
2,955.282682
4,243.659432
1
9
CB
170
0
BB
0
1
1
1
1,000
0
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7.782008
other
0
1
0
4
0
0.1
0.663377
-1
253
40
0.013633
-0.823562
AC
3,737
4,690.142414
3,717.677452
4,229.798837
1
7
CE
107
1
BE
1
1
-1
1
200
0
INTERNET
1.189879
linux
0
1
0
4
0
0.2
0.556906
-1
213
20
0.017937
52.111813
AA
2,246
2,263.310695
5,306.154603
4,269.598489
534
7
CE
-50
1
BE
1
1
26
0
200
0
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4.022475
other
0
1
0
4
0
0.6
0.493362
-1
192
40
0.021334
24.709277
AA
1,449
6,553.82384
3,975.382681
4,430.353434
11
18
CA
120
0
BE
1
1
1
0
500
0
INTERNET
8.351402
linux
0
1
0
4
0
0.5
0.141865
-1
87
50
0.004572
-0.901664
AB
1,198
7,349.348664
5,256.558004
4,187.224882
2
3
CC
141
0
BB
1
0
28
1
200
0
INTERNET
3.153845
windows
0
1
0
4
0
0.1
0.056698
-1
128
20
0.000385
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AD
3,207
2,739.825965
3,475.351033
5,658.172575
40
12
CA
92
0
BE
1
1
2
0
200
0
INTERNET
3.957266
windows
1
1
0
4
0
0.4
0.89105
-1
79
30
0.038216
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AB
1,144
5,957.035025
4,917.02391
4,347.789238
20
16
CD
123
1
BB
0
1
15
0
200
0
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4.006616
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1
1
0
4
0
0.4
0.882033
31
11
50
0.012038
50.50123
AA
1,889
1,854.519494
5,100.430299
4,981.915704
2
6
CA
166
0
BC
1
1
2
0
500
0
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8.600207
other
1
1
0
4
0
0.1
0.688931
-1
298
20
0.005682
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3,291
3,248.388453
3,372.665618
4,165.326363
0
11
CA
-36
0
BE
0
1
-1
0
200
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7.008675
windows
0
1
0
4
0
0.9
0.818943
-1
75
40
0.010843
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AB
961
4,179.719691
2,908.504963
4,986.362064
37
6
CB
274
0
BA
1
0
1
0
1,500
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3.644845
windows
0
1
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4
0
0.8
0.230867
62
5
30
0.013553
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AC
499
8,064.508228
3,210.783387
4,985.623148
0
18
CA
95
0
BB
1
0
-1
0
200
0
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3.223745
windows
1
1
0
4
0
0.9
0.36847
-1
32
40
0.03201
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AB
623
5,789.43447
3,997.636769
4,420.220621
1,837
15
CA
108
1
BA
0
1
1
0
500
0
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2.707203
macintosh
1
1
0
4
0
0.6
0.307184
-1
64
20
0.023876
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AB
948
9,319.683722
3,520.022146
4,189.323838
0
11
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117
0
BE
0
1
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0
200
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1.392501
linux
1
1
0
4
0
0.8
0.141717
308
10
50
0.042576
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2,996
10,795.79517
4,757.513207
4,372.461959
6
13
CA
131
1
BD
0
1
28
0
200
0
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5.627149
linux
0
1
0
4
0
0.9
0.452127
112
4
40
31.046447
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AC
731
5,952.142729
5,805.201403
3,919.062352
1
14
CA
118
1
BC
1
0
-1
0
200
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5.734635
linux
1
1
0
4
0
0.4
0.54511
30
1
30
0.01147
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AB
782
473.712078
3,200.553353
3,109.952149
12
8
CB
69
0
BC
0
1
22
0
200
0
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2.16676
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1
0
4
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0.4
0.2128
-1
17
40
0.011501
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976
1,747.926544
2,835.609916
4,364.440317
1,779
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177
1
BB
1
1
28
0
500
0
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7.877786
linux
1
1
0
4
0
0.8
0.791462
-1
196
40
0.008515
49.479505
AA
1,435
7,935.974327
4,588.903234
5,038.772574
2
9
CA
134
0
BA
1
1
21
1
500
0
INTERNET
0.442804
linux
1
1
0
4
0
0.7
0.66691
180
24
30
0.013965
5.839375
AA
1,220
3,795.142865
3,027.495292
4,377.814376
19
15
CA
96
1
BC
1
1
29
0
200
1
INTERNET
10.302332
linux
0
1
0
4
0
0.8
0.903441
-1
50
40
0.004454
18.600597
AA
2,753
5,313.335185
4,004.875472
4,855.338437
1,808
9
CA
85
1
BC
1
1
28
0
200
0
INTERNET
7.412616
windows
0
1
0
4
0
0.8
0.791232
32
37
20
0.00901
-0.40077
AB
1,602
5,424.915087
4,473.137693
4,450.626585
1,949
7
CA
275
1
BB
1
1
3
0
1,500
0
INTERNET
2.513562
linux
1
1
0
4
0
0.9
0.816551
-1
232
20
0.006158
-0.544719
AD
1,633
1,648.504893
5,575.070699
5,664.33809
2
15
CA
41
1
BE
0
1
30
0
200
0
INTERNET
9.357339
other
0
1
0
4
0
0.7
0.671467
-1
52
40
5.919837
30.763412
AA
979
6,643.06888
4,099.578248
5,156.149109
7
4
CA
25
0
BE
0
1
28
0
200
0
INTERNET
7.481164
other
0
1
0
4
0
0.1
0.621627
-1
119
50
0.001234
-1.084848
AC
2,790
1,299.626886
3,150.758201
3,868.170918
0
3
CA
133
0
BC
0
1
-1
0
500
0
INTERNET
9.481238
linux
0
1
0
4
0
0.6
0.898958
-1
14
20
0.021827
-0.98956
AB
1,051
6,992.292678
5,310.066517
4,234.823607
2
15
CB
172
1
BC
0
1
1
0
200
0
INTERNET
6.559627
windows
1
1
0
4
0
0.6
0.56553
-1
260
40
0.017412
-1.057652
AB
1,600
5,374.227356
2,499.948429
5,113.57538
21
11
CA
184
0
BA
1
1
25
0
1,000
0
INTERNET
1.395752
other
1
1
0
4
0
0.2
0.990871
-1
47
40
0.002367
-0.590933
AB
3,660
5,436.198334
6,043.793732
4,926.112525
11
24
CA
219
0
BA
1
0
1
1
1,000
0
INTERNET
2.274729
other
1
1
0
4
0
0.9
0.263532
-1
32
20
0.022273
-1.319728
AB
1,783
6,781.915195
3,321.781369
4,255.543557
13
10
CA
172
0
BC
0
1
15
1
500
0
INTERNET
0.776708
windows
1
1
0
4
0
0.2
0.778441
-1
24
30
0.019115
25.548634
AA
2,516
5,578.40293
3,939.200101
4,501.749494
2
16
CA
-45
1
BE
0
1
5
0
200
0
INTERNET
16.032112
other
0
1
0
4
0
0.1
0.076075
-1
200
40
0.009904
-1.390593
AB
1,217
2,845.147509
4,424.823927
4,378.114502
1
5
CA
212
1
BA
0
1
30
0
500
0
INTERNET
14.384027
linux
0
1
0
4
0
0.9
0.390008
104
9
30
0.005087
-0.978532
AC
1,398
1,086.914266
2,835.611837
4,330.792676
0
7
CA
186
1
BB
1
1
-1
0
1,000
0
INTERNET
12.360422
other
0
1
0
4
0
0.8
0.147447
-1
43
40
0.020086
-1.66538
AC
1,512
5,462.220268
3,318.834344
4,120.479276
1
8
CD
117
1
BC
0
1
-1
0
200
0
INTERNET
8.365018
windows
1
1
0
4
0
0.9
0.868236
-1
12
20
0.000995
-0.560793
AD
1,348
2,250.532879
4,260.882524
5,033.583821
12
16
CA
170
1
BB
0
1
1
0
200
0
INTERNET
1.752683
linux
1
1
0
4
0
0.6
0.476344
-1
105
50
0.02363
-0.170553
AB
1,018
1,428.293604
3,417.013031
4,813.397023
14
4
CA
162
1
BB
1
0
2
1
500
0
INTERNET
4.018834
macintosh
0
1
0
4
0
0.9
0.429129
48
11
30
0.000332
-0.708337
AB
1,573
299.360396
3,955.031372
4,329.583591
2,137
18
CA
182
1
BC
1
0
1
1
500
0
INTERNET
0.888487
windows
1
1
0
4
0
0.7
0.052298
-1
145
60
0.006354
-0.980242
AB
4,521
1,404.845148
3,519.384313
5,021.083834
12
3
CA
150
1
BA
1
1
15
0
1,000
0
INTERNET
3.440142
linux
0
1
0
4
0
0.9
0.642935
-1
183
30
0.015669
37.547316
AA
1,791
1,517.321254
5,050.295905
5,053.724705
560
12
CA
132
1
BE
0
1
26
1
200
0
INTERNET
2.121742
windows
0
1
0
4
0
0.9
0.239071
-1
49
30
0.006034
-0.724457
AD
1,705
3,671.672924
7,231.96049
5,113.40736
1,783
3
CA
109
0
BC
0
0
6
0
200
0
INTERNET
4.435613
other
1
1
0
4
0
0.8
0.475798
-1
127
30
0.002959
-0.854566
AC
842
4,064.271953
3,536.069067
4,356.471722
0
8
CA
105
1
BB
1
1
-1
1
200
0
INTERNET
10.535059
linux
0
1
0
4
0
0.4
0.75038
-1
63
40
0.022961
-0.781209
AB
629
10,867.209589
8,644.353822
4,898.674603
36
19
CA
243
0
BB
1
1
2
1
1,500
0
INTERNET
1.57039
other
1
1
0
4
0
0.8
0.88397
-1
26
40
0.028176
6.230007
AA
1,226
5,707.30322
3,075.176103
4,242.635407
492
4
CB
114
1
BC
0
1
1
1
200
0
INTERNET
4.160932
other
0
1
0
4
0
0.2
0.590356
-1
179
20
0.013093
-1.458833
AC
1,712
5,285.491462
7,599.55393
6,768.978579
1
10
CF
123
1
BB
0
1
1
0
200
0
INTERNET
2.622226
linux
0
1
0
4
0
0.8
0.806136
168
2
20
0.016148
-0.732777
AD
409
3,451.861843
2,367.091449
4,341.428252
8
11
CA
126
0
BC
0
1
21
1
500
0
INTERNET
3.095947
other
1
1
0
4
0
0.9
0.847629
-1
50
30
0.008013
50.506497
AA
2,048
3,738.278854
3,793.594613
4,998.644581
10
15
CA
95
1
BC
0
1
15
1
200
0
INTERNET
7.193602
macintosh
0
1
0
4
0
0.7
0.043924
-1
35
30
0.004029
24.8554
AA
1,044
7,201.186649
4,658.586717
4,892.655609
0
11
CA
138
0
BC
1
1
31
0
200
0
INTERNET
2.825754
windows
0
1
0
4
0
0.7
0.509934
68
23
30
0.024009
-0.568463
AB
660
4,420.708985
4,305.433952
4,901.800572
13
19
CA
234
0
BC
0
1
1
1
1,500
0
INTERNET
16.819436
other
0
1
0
4
0
0.1
0.612858
-1
75
30
0.002534
20.126868
AA
1,194
4,695.489237
4,430.660388
4,945.290519
1
7
CA
135
1
BC
0
1
20
1
510
1
INTERNET
5.475758
linux
0
1
0
4
0
0.5
0.424831
37
5
20
0.012111
-0.743391
AD
1,136
575.240192
3,480.63048
3,076.017613
7
3
CA
219
0
BC
0
1
11
0
1,500
0
INTERNET
5.506489
other
1
1
0
4
0
0.3
0.986858
-1
55
50
0.002084
21.688364
AA
1,765
4,670.759143
5,464.305223
5,184.672548
5
5
CA
106
0
BC
0
1
20
1
200
1
INTERNET
11.989617
other
1
1
0
4
0
0.9
0.131046
61
8
20
15.438247
11.329228
AA
1,594
3,506.210323
6,078.622896
4,757.82385
38
17
CA
154
1
BC
1
1
28
1
200
0
INTERNET
6.288626
linux
1
1
0
4
0
0.1
0.228862
-1
37
20
0.004591
-1.310293
AD
1,225
9,582.822435
5,706.537666
6,752.942051
765
10
CB
22
0
BE
1
0
30
0
200
0
INTERNET
1.957811
windows
0
1
0
4
0
0.8
0.993271
-1
188
50
0.034306
-1.03575
AB
1,238
1,837.486187
5,928.055815
4,422.701446
17
5
CC
151
0
BB
1
1
21
1
500
0
INTERNET
17.672881
windows
0
1
0
4
0
0.9
0.884417
-1
53
50
0.027481
-0.536697
AB
769
5,950.491422
5,156.250326
4,990.071568
14
6
CA
190
1
BA
1
1
1
1
1,500
0
INTERNET
2.110244
windows
1
1
0
4
0
0.9
0.528483
-1
41
30
0.016237
-0.542877
AC
1,527
6,471.933019
3,699.198783
4,257.097605
1
9
CA
319
1
BA
0
1
-1
0
990
0
INTERNET
2.257512
windows
0
1
0
4
0
0.8
0.929223
-1
19
40
0.008981
-0.821138
AB
1,527
6,785.938939
4,714.130873
4,371.866048
41
6
CA
127
1
BC
1
1
15
0
200
0
INTERNET
1.669664
windows
0
1
0
4
0
0.1
0.863738
105
2
20
0.025345
-0.818056
AB
1,641
8,019.061986
6,003.804982
5,038.031678
14
17
CA
122
1
BC
0
1
28
0
500
0
INTERNET
4.999005
windows
1
1
0
4
0
0.9
0.989785
-1
35
30
0.013054
30.091059
AA
1,094
6,646.556435
3,860.90029
5,087.56678
19
7
CA
119
0
BC
0
1
11
0
510
0
INTERNET
5.948233
other
1
1
0
4
0
0.5
0.208151
-1
114
40
0.014097
98.068277
AA
2,017
3,021.242248
4,983.293523
4,365.555859
1
6
CA
166
0
BA
1
1
-1
0
500
0
INTERNET
4.285824
other
0
1
0
4
0
0.8
0.571416
-1
108
50
0.035522
-0.916816
AB
723
3,297.13956
3,255.734489
4,493.933833
15
10
CA
161
0
BC
0
1
15
0
200
0
INTERNET
4.69442
windows
0
1
0
4
0
0.8
0.111847
25
2
20
0.002092
-0.450855
AB
902
4,470.622264
4,026.024677
5,000.136932
35
7
CA
77
0
BC
1
1
3
1
200
0
INTERNET
4.304107
other
0
1
0
4