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int64
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383
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int64
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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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int64
1
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float64
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float64
1.3k
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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
-170
389
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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
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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
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int64
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int64
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int64
0
7
0
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0.888004
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46
30
0.013037
-1.449155
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564
244.138194
2,142.094958
3,170.334789
0
7
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107
1
BB
1
1
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0.195091
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101
20
0.024419
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1,020
5,487.719913
3,496.250746
3,076.815439
14
11
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67
0
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1
1
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2.349356
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7
20
0.014381
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720
4,167.485473
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3,730.174972
1,418
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178
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0.025075
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3,554.91026
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3,136.244339
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5
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0.783406
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145
20
0.005688
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838
2,332.855834
2,192.006706
3,210.355651
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21
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106
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2,072
15,471.879105
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14
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13
0
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0.8
0.741767
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204
20
0.028071
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628
738.747427
2,824.334595
3,126.597534
13
9
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196
1
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0
1
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500
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3.378098
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0.573354
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155
40
0.017964
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1,039
861.514884
2,257.005799
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3
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255
0
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0
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20
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990
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windows
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0.6
0.614865
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58
50
0.032876
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996
4,030.319998
6,929.080195
3,111.096313
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2
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161
1
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1
1
15
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200
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0.294363
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34
20
0.015571
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2,486
4,047.503952
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112
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0.9
0.667017
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12
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0.003344
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593
3,584.694863
2,539.601652
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228
0
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368
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0.012294
51.055338
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597
711.383683
2,232.761214
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4
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284
40
0.008097
51.443691
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836
4,619.341524
3,809.403633
3,175.692455
39
3
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199
0
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20
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0
0.9
0.467207
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86
30
0.041312
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1,906
905.840927
3,593.907946
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12
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100
1
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1
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4
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0
0.4
0.509057
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34
10
0.011647
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789
4,039.915802
1,508.767989
3,217.838242
14
10
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97
0
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macintosh
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50
0.012508
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705
3,245.368288
1,830.785782
3,087.409082
9
4
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181
0
BC
1
1
1
0
500
0
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3.774634
windows
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1
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0.8
0.670727
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43
30
0.019169
50.227188
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1,210
3,054.873019
2,931.483166
3,475.903041
17
6
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97
0
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0
1
20
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1,000
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1
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0.1
0.542953
57
4
20
0.015966
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745
1,427.822632
1,921.296666
3,819.824591
663
2
CA
161
0
BB
1
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200
0
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linux
1
1
0
7
0
0.9
0.489465
-1
44
30
0.03396
100.858989
AB
1,179
4,918.766229
3,625.190209
3,071.502529
605
6
CA
213
1
BB
0
1
28
1
500
0
INTERNET
3.059117
windows
0
1
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7
0
0.9
0.741587
92
6
30
0.034587
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1,185
1,782.549704
3,002.117345
3,099.842221
0
9
CA
235
1
BC
0
1
-1
0
500
0
INTERNET
1.963489
windows
1
1
0
7
0
0.7
0.301391
-1
141
40
0.004481
-0.170451
AA
1,072
3,395.926357
6,563.536016
3,123.239583
14
5
CA
98
0
BB
1
1
28
0
200
0
INTERNET
6.472672
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1
0
7
0
0.1
0.109954
-1
216
20
0.006329
-0.731043
AD
991
3,226.923444
2,121.297394
3,166.501551
4
21
CA
116
0
BE
0
1
30
0
200
0
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4.386231
linux
1
1
0
7
0
0.5
0.713568
-1
223
20
0.004196
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AB
398
2,607.006459
2,731.415349
3,087.752407
13
5
CA
168
0
BE
0
1
6
1
200
0
INTERNET
1.379572
windows
0
1
0
7
0
0.6
0.426415
11
3
20
0.007431
-1.554371
AC
408
2,314.740517
2,997.480969
3,136.114875
1
14
CA
60
1
BC
1
1
-1
0
200
0
INTERNET
37.638359
linux
1
1
0
7
0
0.4
0.532899
-1
44
40
0.037586
47.625965
AA
1,335
898.942016
4,026.724686
3,155.555347
12
8
CB
64
0
BC
1
1
26
0
200
0
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2.949639
other
1
1
0
7
0
0.1
0.097773
-1
49
30
0.000795
32.933028
AA
532
5,428.439431
3,628.00002
3,076.458718
1
13
CB
106
1
BC
0
1
28
1
200
0
INTERNET
2.327807
other
1
1
0
7
0
0.9
0.143986
-1
14
30
0.018392
-1.537062
AB
886
3,451.242621
4,087.62202
3,107.961924
12
19
CB
129
1
BC
1
1
20
0
200
0
INTERNET
3.263093
windows
1
1
0
7
0
0.9
0.093087
-1
21
40
0.015077
45.912339
AA
838
8,693.956504
6,417.047892
3,114.508254
10
5
CA
115
0
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1
1
28
1
200
0
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0.385758
other
1
1
0
7
0
0.3
0.89816
-1
234
40
0.000167
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1,004
4,996.161005
4,065.282095
3,073.931048
17
5
CA
110
0
BA
1
1
26
1
200
0
INTERNET
1.387411
windows
0
1
0
7
0
0.9
0.491889
-1
61
30
0.021756
49.719604
AD
574
2,630.258677
6,462.794343
3,036.441514
30
7
CA
122
1
BC
0
1
6
0
200
0
INTERNET
7.217748
windows
1
1
0
7
0
0.9
0.699759
-1
192
30
0.00173
44.53
AA
1,543
2,337.997196
3,786.630973
3,014.91532
22
10
CB
285
1
BE
1
1
28
1
1,000
0
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2.201104
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1
1
0
7
0
0.1
0.716588
50
14
20
0.017784
15.563344
AA
346
2,907.123454
2,154.297864
3,120.18157
12
9
CA
206
0
BE
1
1
31
0
1,500
0
INTERNET
6.703033
other
1
1
0
7
0
0.9
0.063852
-1
110
40
0.029488
-1.106064
AC
757
2,008.750418
2,155.184384
3,183.693036
1
3
CA
113
1
BB
0
1
-1
0
200
0
INTERNET
1.276478
windows
0
1
0
7
0
0.1
0.72388
36
4
10
0.010667
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AB
467
532.93394
2,412.781059
3,160.607194
7
9
CA
118
1
BC
0
1
1
0
200
0
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1.521268
linux
1
1
0
7
0
0.4
0.427461
-1
48
20
0.018463
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AC
403
3,429.440388
2,823.280956
3,122.569382
1
14
CA
87
1
BC
0
1
-1
0
200
0
INTERNET
13.817085
windows
1
1
0
7
0
0.8
0.174362
50
13
30
0.000751
-1.261283
AC
169
5,053.640985
3,327.777052
3,130.742099
0
8
CA
106
0
BC
0
1
-1
0
200
0
INTERNET
1.973357
linux
1
1
0
7
0
0.4
0.557337
-1
148
40
0.030185
-0.951958
AC
2,624
2,011.23673
6,291.455592
3,037.120385
19
3
CB
102
0
BE
1
1
-1
0
200
0
INTERNET
12.352673
linux
1
1
0
7
0
0.2
0.681528
-1
139
30
0.002522
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AB
1,551
3,979.651534
2,553.577423
3,128.903877
16
3
CA
80
0
BE
1
1
1
0
200
0
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3.851298
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1
0
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0
0.6
0.389484
28
5
30
0.003687
31.241213
AA
1,323
5,403.589765
3,187.732117
3,069.769046
17
9
CA
116
1
BC
0
1
28
0
200
0
INTERNET
4.229186
linux
1
1
0
7
0
0.4
0.605548
-1
125
30
2.516078
-0.918575
AD
1,369
383.821581
2,577.799587
3,133.661179
1
13
CA
85
0
BC
0
0
25
0
200
0
INTERNET
6.194295
other
0
1
0
7
0
0.9
0.86698
-1
252
30
1.130737
-1.19661
AC
1,260
2,301.22099
2,406.073243
3,098.227214
0
6
CA
248
1
BD
1
0
-1
0
1,500
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6.846468
linux
1
1
0
7
0
0.9
0.593427
-1
184
50
0.034107
-1.490721
AC
1,101
3,615.364748
6,330.85863
3,158.41067
0
5
CC
101
0
BB
1
1
-1
1
500
0
INTERNET
1.841318
linux
0
1
0
7
0
0.1
0.318397
61
8
20
0.015903
-0.632568
AB
3,016
2,435.255579
3,538.844179
3,101.737656
4
11
CA
77
1
BB
0
1
1
0
200
0
INTERNET
15.824596
linux
0
1
0
7
0
0.9
0.873113
-1
84
30
0.015685
-0.366966
AC
435
4,336.85352
3,500.525446
3,150.168105
0
6
CA
129
0
BC
0
1
-1
0
200
0
INTERNET
3.054582
other
0
1
0
7
0
0.8
0.58245
119
23
40
0.014566
-0.451635
AC
739
3,684.96598
2,601.507012
3,083.327971
0
7
CA
127
1
BC
1
1
-1
0
200
0
INTERNET
30.689443
linux
0
1
0
7
0
0.9
0.988736
-1
56
40
0.01315
20.349196
AA
234
4,068.654401
2,870.802468
3,184.460708
5
6
CB
127
0
BC
1
1
31
0
200
0
INTERNET
7.274375
other
0
1
0
7
0
0.6
0.579483
-1
38
30
0.026347
-1.060133
AB
1,376
4,080.186047
3,309.009695
3,063.81957
6
5
CA
85
1
BD
0
1
11
0
1,000
0
INTERNET
4.479611
linux
1
1
0
7
0
0.9
0.156352
63
11
40
0.011241
-0.962518
AD
100
5,977.703329
2,764.843173
3,074.377082
11
7
CA
114
1
BC
0
1
1
0
200
0
INTERNET
19.776655
windows
1
1
0
7
0
0.9
0.601508
-1
24
40
0.012332
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AB
645
443.118019
3,501.912653
3,070.859773
23
2
CA
126
0
BB
0
1
1
0
200
0
INTERNET
3.137069
other
1
1
0
7
0
0.1
0.591107
11
5
20
0.014715
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AB
1,316
2,006.726996
3,377.758893
3,073.991479
506
14
CA
198
0
BC
0
1
31
0
1,000
1
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24.949478
windows
1
1
0
7
0
0.9
0.047538
-1
30
30
0.021982
-1.232755
AD
356
3,766.45137
4,311.570844
3,054.371585
10
7
CA
115
1
BC
0
1
1
1
200
0
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1.663348
other
1
1
0
7
0
0.8
0.640848
103
20
30
0.008665
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AB
1,184
1,630.967038
3,824.606655
3,103.099868
156
6
CB
96
1
BB
0
1
30
0
200
0
INTERNET
2.765357
linux
0
1
0
7
0
0.3
0.422726
31
5
30
0.017331
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AC
850
2,483.647188
2,076.234806
3,077.634332
1
5
CA
93
1
BC
1
1
-1
0
200
0
INTERNET
2.184875
linux
0
1
0
7
0
0.7
0.101911
-1
181
40
0.0166
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AB
342
2,117.700889
1,897.25376
3,085.854291
13
4
CA
120
1
BA
1
1
2
0
200
0
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2.01118
windows
0
1
0
7
0
0.4
0.696079
-1
77
50
0.027301
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AD
491
2,991.988249
3,709.288343
3,111.240552
9
10
CA
260
1
BA
0
1
1
0
500
0
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3.448671
other
1
1
0
7
0
0.6
0.432181
-1
211
50
0.025753
26.549792
AA
375
3,861.83569
1,851.597939
3,092.864448
13
5
CA
242
0
BA
1
1
1
1
1,500
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1.887512
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1
1
0
7
0
0.4
0.433425
-1
77
20
0.022892
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AB
38
4,212.09574
3,752.618036
3,143.924649
18
9
CA
157
1
BE
1
1
1
0
200
0
INTERNET
7.950893
windows
0
1
0
7
0
0.6
0.727204
-1
112
20
0.007763
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AD
885
867.27042
6,082.13829
3,078.507674
10
11
CA
200
1
BA
0
1
25
0
200
0
INTERNET
7.735718
linux
1
1
0
7
0
0.7
0.340758
-1
152
40
0.007668
-1.181695
AB
1,147
2,004.40082
3,063.669185
3,129.438695
13
8
CA
191
0
BB
1
1
1
0
1,000
0
INTERNET
6.387178
other
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1
0
7
0
0.8
0.559777
-1
18
40
0.026783
-0.028935
AD
466
2,756.504961
3,310.4747
3,177.891803
15
4
CA
107
1
BD
0
1
1
0
200
0
INTERNET
11.614399
linux
1
1
0
7
0
0.6
0.438795
55
8
10
7.771667
11.726527
AB
801
4,249.131462
3,392.362973
3,088.560214
12
11
CA
235
0
BA
1
1
26
0
200
0
INTERNET
10.245075
linux
0
1
0
7
0
0.6
0.853469
100
6
30
0.019951
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AB
805
2,892.551283
2,619.795539
4,239.196529
15
8
CA
216
0
BC
0
0
25
0
1,000
0
INTERNET
3.253395
other
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1
0
7
0
0.7
0.0088
58
27
30
0.007667
-0.442939
AC
991
1,867.25669
1,885.993833
3,108.156231
1
3
CD
100
1
BC
1
0
-1
0
200
0
INTERNET
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other
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1
0
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0
0.1
0.648816
-1
36
10
0.018129
-0.824495
AD
800
4,078.585075
2,439.707136
3,156.604865
15
9
CA
78
0
BE
0
1
-1
0
200
0
INTERNET
9.100775
other
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1
0
7
0
0.1
0.995144
-1
140
50
0.015555
-0.547271
AC
955
3,805.172344
6,638.718983
3,067.118893
0
5
CA
114
0
BD
0
1
-1
0
200
0
INTERNET
5.8486
other
0
1
0
7
0
0.6
0.378872
19
32
30
0.009132
-1.403299
AD
841
1,355.734642
3,096.083666
3,121.861726
1,923
15
CA
71
0
BE
1
0
30
0
200
0
INTERNET
3.57935
windows
1
1
0
7
0
0.9
0.464523
-1
60
30
0.030844
-0.517559
AB
541
844.544561
3,515.513744
3,109.366358
12
6
CA
259
0
BB
1
1
15
1
1,000
0
INTERNET
3.39953
other
1
1
0
7
0
0.1
0.294637
10
8
20
2.730857
-1.290235
AC
1,638
5,107.674387
5,027.568715
5,117.522992
2
10
CE
256
0
BC
0
1
-1
0
200
0
INTERNET
5.770833
linux
0
1
0
7
0
0.7
0.998329
-1
40
40
0.027699
11.505084
AA
626
1,832.165573
1,987.995201
3,090.055875
11
5
CA
159
0
BC
0
1
10
1
510
0
INTERNET
6.447172
other
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1
0
7
0
0.1
0.987852
-1
37
40
0.015272
-1.241901
AD
1,475
5,539.562697
3,781.124203
5,897.829611
5
17
CA
156
0
BC
1
1
28
0
1,500
0
INTERNET
26.257359
windows
1
1
0
7
0
0.1
0.466843
61
2
20
0.007627
-1.573683
AB
702
1,571.347607
3,602.67807
3,107.515683
13
8
CA
91
1
BC
0
0
26
0
200
0
INTERNET
7.023375
other
1
1
0
7
0
0.6
0.878744
-1
87
40
0.022227
-1.162062
AC
629
2,046.887487
3,295.705047
3,817.541973
1
9
CA
123
1
BC
1
1
-1
0
200
0
INTERNET
4.279648
other
0
2
0
7
0
0.8
0.548821
-1
89
30
0.016128
-0.966967
AB
607
670.202379
2,210.842034
3,102.905178
13
6
CA
210
1
BC
1
1
1
0
1,000
0
INTERNET
5.963369
other
1
1
0
7
0
0.9
0.407456
64
7
40
26.880076
-0.909864
AC
1,162
909.991512
2,871.465532
3,082.009807
1
8
CA
184
0
BC
0
1
-1
0
200
0
INTERNET
3.601891
windows
0
1
0
7
0
0.1
0.07688
26
2
30
0.021695
-1.579589
AB
732
2,121.46123
3,568.970614
3,035.267098
1
3
CD
142
0
BB
0
1
-1
0
500
0
INTERNET
10.891381
linux
0
1
0
7
0
0.6
0.320099
-1
55
30
0.031925
-1.0586
AB
637
3,774.677058
3,384.916718
3,112.101637
11
11
CA
153
0
BB
0
1
1
0
200
0
INTERNET
2.68665
other
1
1
0
7
0
0.8
0.078565
-1
53
40
0.027808
-1.14431
AD
1,074
4,878.349848
3,391.4961
4,708.408246
2
5
CA
97
1
BC
0
1
30
0
200
0
INTERNET
1.786563
linux
0
1
0
7
0
0.9
0.659458
-1
30
30
0.005452
36.892456
AA
1,172
881.052335
2,327.837402
3,138.036416
11
4
CA
116
0
BC
1
1
28
0
200
0
INTERNET
1.330109
other
1
1
0
7
0
0.7
0.14095
-1
90
40
0.015788
-1.011625
AB
643
2,577.951512
2,605.578484
3,109.169404
11
7
CA
120
0
BA
0
1
10
0
200
0
INTERNET
8.350089
other
1
1
0
7
0
0.4
0.237346
31
2
30
0.015635
-1.181847
AB
864
5,684.534925
4,023.576776
3,169.62455
1
8
CA
86
1
BC
0
1
25
0
200
0
INTERNET
3.101774
linux
1
1
0
7
0
0.6
0.472754
32
6
40
0.025045
-1.217306
AC
61
3,748.23238
1,960.877782
3,145.947896
0
4
CA
128
1
BB
1
0
-1
0
200
0
INTERNET
2.713014
other
0
1
0
7
0
0.9
0.750394
-1
65
20
0.01979
23.00289
AA
1,287
3,168.979755
4,789.604867
3,295.700158
18
6
CA
187
0
BC
1
1
5
0
1,500
0
INTERNET
5.82475
linux
1
1
0
7
0
0.2
0.527056
47
9
30
0.014403
-1.095137
AB
1,762
1,446.601011
3,646.328152
4,296.799599
2
11
CA
165
1
BC
0
1
-1
0
500
0
INTERNET
2.170611
linux
1
1
0
7
0
0.4
0.163622
-1
58
10
0.037398
-0.83683
AB
634
3,541.981003
3,251.092123
3,465.110534
16
6
CB
92
1
BE
0
1
28
0
200
0
INTERNET
10.408356
windows
1
1
0
7
0
0.8
0.650387
59
3
30
0.025207
-0.799383
AB
558
1,964.447802
2,422.778982
3,824.301924
16
5
CA
149
1
BE
1
1
1
0
1,000
0
INTERNET
7.456622
windows
0
1
0
7
0
0.8
0.157302
273
24
20
1.330641
-0.868951
AB
965
3,990.730405
4,703.089419
3,107.31211
35
8
CA
94
0
BC
1
1
29
0
1,500
0
INTERNET
7.289071
other
1
1
0
7
0
0.5
0.042953
28
4
30
0.00358
-1.276352
AB
610
2,157.186248
3,389.482885
3,065.455263
30
7
CA
190
1
BA
0
1
5
0
200
0
TELEAPP
2.429752
linux
0
1
0
7
0
0.9
0.543359
-1
49
20
0.011778
32.363829
AA
925
1,531.460799
2,040.498807
3,204.386469
6
14
CA
70
0
BC
0
1
30
0
500
0
INTERNET
8.181699
other
0
1
0
7
0
0.1
0.173841
64
2
40
0.022026
92.758298
AA
874
1,348.412255
2,105.24908
3,160.027883
18
2
CB
166
0
BA
1
1
1
0
200
0
INTERNET
12.603787
other
1
1
0
7
0
0.7
0.694943
51
2
20
0.015464
-0.786743
AB
468
3,769.8698
6,611.328253
3,090.826058
14
4
CA
135
0
BB
0
1
6
0
200
0
INTERNET
10.997283
windows
1
1
0
7
0
0.8
0.424149
-1
183
40
0.001029
47.807753
AA
573
3,136.453302
4,381.913916
3,165.497625
726
6
CE
93
0
BB
1
1
15
0
200
0
INTERNET
6.844672
other
1
1
0
7
0
0.6
0.119255
61
-1
20
9.107677
18.425549
AA
1,506
5,311.548653
4,248.50807
3,118.388062
11
9
CA
93
1
BC
0
1
1
1
200
0
INTERNET
1.626864
windows
0
1
0
7
0
0.9
0.001973
32
12
50
0.017678
34.706483
AA
1,061
3,784.696306
2,067.387778
3,098.178312
282
4
CB
112
1
BC
1
1
28
0
200
0
INTERNET
11.082364
linux
1
1
0
7
0
0.7
0.753246
-1
44
30
0.0238
31.71657
AA
581
1,900.68054
3,123.842821
3,102.321694
8
11
CA
203
0
BC
1
1
28
0
500
0
INTERNET
12.781101
windows
1
1
0
7
0
0.9
0.438517
-1
48
40
0.012791
-0.350612
AB
572
2,636.591476
2,195.846229
3,069.830361
10
6
CA
195
0
BB
1
1
1
1
990
0
INTERNET
3.693477
windows
1
1
0
7
0
0.8
0.119292
-1
23
40
0.040051
-1.508233
AB
1,431
477.70081
2,988.129413
3,109.768244
7
6
CA
122
0
BB
1
1
15
0
200
0
INTERNET
0.909567
linux
1
1
0
7
0
0.9
0.397805
111
14
30
16.033354
50.186695
AA
854
3,796.808658
3,033.388109
3,150.108355
54
9
CB
111
1
BA
1
1
28
0
200
0
INTERNET
6.970182
windows
1
1
0
7
0
0.6
0.370712
84
5
30
0.021512
-1.188104
AC
956
2,561.898318
3,448.524458
3,116.65539
1
7
CF
97
1
BC
1
1
-1
0
200
0
INTERNET
2.149684
other
1
1
0
7
0
0.1
0.834663
33
5
10
0.010438
21.025099
AA
1,491
1,557.466685
2,482.791815
3,134.901995
1,352
10
CB
198
0
BC
1
1
1
0
1,000
0
INTERNET
4.756643
windows
1
1
0
7
0
0.9
0.341919
22
5
30
0.037142
-1.103119
AD
1,766
5,492.672406
3,792.766805
4,729.793068
404
16
CA
134
1
BC
0
1
1
1
200
0
INTERNET
2.27807
other
1
1
0
7