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int64
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383
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int64
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428
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int64
10
90
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float64
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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
-170.6
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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
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int64
-170
389
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int64
0
1
housing_status
stringclasses
7 values
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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
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stringclasses
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keep_alive_session
int64
0
1
device_distinct_emails_8w
int64
-1
2
device_fraud_count
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0
0
month
int64
0
7
0
0.8
0.3622
91
15
20
0.013867
-1.07509
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1,716
5,333.852843
4,246.836227
4,995.294403
0
15
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1
BC
1
1
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200
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2
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0.8
0.694656
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160
40
0.010267
22.196332
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965
8,105.555624
5,528.822797
4,985.384898
1,739
11
CA
32
0
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0
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0
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1
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0.2
0.213834
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274
20
0.008578
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2,633
3,678.837889
3,106.553244
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8
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122
0
BE
1
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1,578
2,701.749686
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4,258.970421
1,384
6
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153
0
BA
1
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0.7
0.765433
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40
0.005887
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1,322
6,519.186207
5,582.683602
4,958.527878
10
7
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301
1
BA
0
1
1
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1,500
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4.955117
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1
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0.1
0.419669
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164
30
0.012335
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1,485
2,616.607612
2,860.962725
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11
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222
1
BA
0
1
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990
0
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1
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0
0.3
0.235889
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65
20
0.018816
14.614427
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1,030
8,093.93115
4,954.726579
4,349.203375
17
11
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45
0
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0
1
15
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200
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1.597697
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0.8
0.568543
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202
20
0.018135
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1,000
4,433.520706
3,448.221942
4,453.68419
0
17
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58
0
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0
1
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linux
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1
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0
0.1
0.568745
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12
40
0.040542
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1,532
8,590.300799
7,132.75058
4,790.208645
31
5
CA
153
1
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1
1
1
1
500
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macintosh
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0.5
0.860108
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143
20
0.024356
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4,812.057358
2,825.348877
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11
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207
0
BA
0
1
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500
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0.9
0.042183
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5
30
0.000926
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486
3,738.503221
5,785.765555
4,186.816762
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18
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146
1
BC
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500
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0.103872
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19
30
0.049698
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4,425.576858
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11
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295
0
BC
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0.761425
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257
10
0.026175
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7,904.627919
5,124.242526
4,474.408722
10
6
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56
0
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1
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0.998548
81
1
40
0.006513
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848
5,781.84663
3,906.889083
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7
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106
0
BC
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0.7
0.890322
53
4
20
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2,841
3,057.77146
7,080.040368
4,399.381461
680
16
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103
0
BB
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0.6
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72
30
0.64334
50.172659
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3,318
2,481.964357
4,259.22124
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555
15
CA
41
1
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1
20
0
200
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0.9
0.011289
318
11
40
0.010043
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593
2,653.672216
4,405.786318
4,886.330343
604
14
CA
81
0
BA
1
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31
1
200
0
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linux
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1
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0.9
0.321926
29
12
30
0.032478
21.552798
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1,331
1,341.144861
3,790.786078
4,267.811797
360
13
CA
94
0
BC
0
1
15
1
200
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2.154459
linux
0
1
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0.8
0.675612
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13
40
0.009252
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839
7,813.087186
4,933.532989
4,429.129177
15
3
CA
117
1
BB
0
1
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1
200
0
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0.568206
linux
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1
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0.9
0.466145
-1
25
50
0.008033
50.405038
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2,134
4,790.347412
5,779.166989
3,065.995937
1,397
3
CB
116
1
BC
1
1
5
1
200
0
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2.070475
macintosh
1
1
0
4
0
0.9
0.834439
-1
19
40
0.02041
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2,291
6,551.623994
5,824.168469
5,078.481303
30
9
CB
118
0
BD
0
1
28
0
500
0
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18.762809
macintosh
1
1
0
4
0
0.4
0.657732
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43
20
0.020344
24.221207
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1,275
7,665.492501
5,358.521179
4,383.726618
2
12
CA
32
1
BE
0
1
1
0
200
0
INTERNET
1.734479
linux
0
1
0
4
0
0.9
0.208285
-1
329
40
0.035542
-1.261086
AD
775
6,677.189057
4,189.232478
4,339.215172
13
8
CA
117
0
BC
1
1
5
0
200
0
INTERNET
5.132928
other
1
1
0
4
0
0.8
0.208581
182
52
30
3.361442
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1,041
3,792.539338
8,311.169338
4,246.87831
15
8
CA
215
1
BC
1
0
5
1
500
0
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5.14712
macintosh
0
1
0
4
0
0.8
0.392636
93
27
30
0.004525
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2,682
4,375.177098
4,138.136374
4,329.80389
31
10
CA
134
0
BC
0
1
1
1
200
0
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13.651883
macintosh
1
1
0
4
0
0.9
0.218493
-1
107
40
0.010074
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2,628
6,234.297257
5,349.60399
4,959.6077
9
8
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141
1
BC
1
1
31
0
500
0
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1.124467
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1
1
0
4
0
0.3
0.073773
-1
75
30
0.008772
-0.045956
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2,472
6,065.742483
5,635.359686
4,351.347036
1
16
CA
74
1
BB
0
1
-1
1
500
0
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4.001617
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0
1
0
4
0
0.8
0.394899
9
35
30
0.002339
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666
3,321.301059
4,465.991937
3,025.199787
1
11
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124
0
BB
0
0
1
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200
0
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5.182048
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0
1
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4
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0.6
0.999646
-1
56
40
0.000579
22.099728
AB
1,809
4,044.235699
2,755.551914
4,379.965887
22
15
CA
68
0
BB
1
1
28
1
200
0
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windows
0
1
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4
0
0.7
0.770717
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56
30
0.009636
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2,875
5,688.262595
5,492.842484
4,940.772945
0
7
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110
0
BB
0
1
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0
200
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1.001669
linux
1
1
0
4
0
0.3
0.891411
-1
317
40
0.00565
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2,822
5,333.956178
4,878.145723
5,035.447586
11
6
CA
146
0
BC
1
1
26
0
500
0
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10.367925
windows
1
1
0
4
0
0.7
0.374868
-1
179
50
0.030338
-0.563995
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380
3,206.236038
3,794.248113
4,893.485162
1
3
CA
125
0
BB
1
0
-1
0
200
0
INTERNET
8.893283
linux
1
1
0
4
0
0.1
0.555014
-1
225
40
0.012591
18.486028
AA
1,356
1,806.221813
4,483.780242
4,284.837953
42
8
CC
99
1
BC
1
0
25
0
200
0
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10.823777
linux
1
1
0
4
0
0.9
0.835678
-1
45
30
0.016849
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AB
1,426
5,245.993479
3,677.946163
4,507.112559
870
21
CA
242
1
BC
0
1
28
1
1,500
0
INTERNET
3.727605
windows
0
1
0
4
0
0.8
0.030857
-1
150
50
0.000396
-0.566258
AC
698
6,055.578871
3,489.82463
4,402.031886
0
5
CA
168
1
BA
0
1
-1
0
1,000
0
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7.657828
windows
1
1
0
4
0
0.1
0.75747
-1
36
30
0.021552
48.740212
AD
1,894
571.648856
4,943.944734
4,369.08501
6
14
CF
184
0
BA
1
0
21
0
500
0
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2.295635
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1
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4
0
0.9
0.046536
-1
65
50
0.021087
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1,612
3,091.502747
3,155.446938
4,448.528803
22
4
CA
181
0
BA
1
1
1
0
500
0
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1.369026
windows
1
1
0
4
0
0.8
0.02104
10
20
20
0.012747
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AD
2,606
8,017.604229
4,851.991134
6,280.165378
1
13
CA
80
0
BC
0
1
26
0
200
0
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1.802463
windows
0
1
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4
0
0.6
0.999824
-1
76
30
0.023094
1.556963
AA
2,386
4,831.971507
5,055.389123
4,318.947886
24
17
CA
182
0
BB
1
1
25
0
1,000
0
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5.267159
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1
0
4
0
0.8
0.817118
-1
25
50
0.027668
19.300824
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1,694
11,888.046258
5,849.964728
4,395.299518
3
5
CA
137
1
BC
1
1
21
0
200
0
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9.344497
other
0
1
0
4
0
0.9
0.88225
-1
185
30
0.028546
-1.30028
AC
3,089
1,506.436196
5,715.548326
4,268.516097
1
4
CA
171
0
BC
1
1
1
1
500
0
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4.837095
other
1
1
0
4
0
0.9
0.8979
104
28
20
0.021347
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2,886
4,311.609165
3,210.320284
4,319.52281
1,823
5
CA
206
1
BC
0
1
28
0
1,000
0
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13.141548
other
0
2
0
4
0
0.9
0.141139
30
8
20
0.023251
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3,179
5,519.277975
6,100.423801
4,988.137298
15
22
CA
65
1
BB
0
1
1
0
200
0
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2.795455
linux
0
1
0
4
0
0.7
0.607264
-1
72
40
0.009776
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AB
1,870
2,299.734646
4,807.059308
5,979.786708
12
4
CB
146
0
BA
0
1
1
0
500
0
INTERNET
5.356834
linux
1
1
0
4
0
0.1
0.637408
-1
166
40
0.022534
-1.07389
AD
4,060
5,762.292788
5,371.643469
4,339.761614
12
11
CD
152
1
BC
0
1
5
0
200
0
INTERNET
0.979612
windows
0
1
0
4
0
0.8
0.857173
-1
31
40
0.028007
51.926667
AA
1,506
4,610.356102
3,574.637227
4,248.221876
14
7
CA
239
0
BC
1
1
1
1
1,500
0
INTERNET
5.410788
windows
0
1
0
4
0
0.8
0.907272
-1
201
40
0.790801
-0.734653
AC
817
6,923.035243
6,321.941495
4,730.093035
1
8
CB
148
1
BA
0
1
-1
1
200
0
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9.797994
other
1
1
0
4
0
0.8
0.281561
293
8
60
0.022796
-0.833415
AD
896
6,764.271031
6,085.263359
4,287.168267
1,516
8
CF
96
0
BC
1
1
19
0
200
0
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1.377624
linux
1
1
0
4
0
0.9
0.467137
25
2
30
0.040291
100.287586
AD
681
4,457.08759
2,717.409901
4,322.115608
2,024
6
CA
119
0
BC
1
1
1
0
200
0
INTERNET
2.61795
other
0
1
0
4
0
0.7
0.282036
-1
381
30
0.016488
-1.095996
AB
1,773
7,534.410087
4,528.297026
4,778.44842
172
6
CA
174
1
BC
1
0
31
1
1,500
0
INTERNET
1.698996
windows
1
1
0
4
0
0.9
0.401695
33
8
30
0.017021
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AB
719
2,310.557921
3,558.101764
4,848.953009
1,688
10
CA
158
0
BC
0
1
28
1
500
0
INTERNET
4.434651
windows
0
1
0
4
0
0.1
0.5756
-1
41
20
0.028107
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AC
1,670
4,728.121812
7,345.831423
4,881.57317
30
14
CA
199
0
BC
1
0
25
0
500
0
INTERNET
5.193329
other
0
1
0
4
0
0.9
0.580503
-1
71
40
0.021385
-1.557209
AC
2,629
9,953.769885
5,017.089645
4,861.022923
1
31
CD
64
0
BB
0
1
-1
0
200
0
INTERNET
1.947438
other
1
1
0
4
0
0.1
0.60179
-1
41
20
0.046339
-0.719857
AD
1,530
1,771.19891
4,347.7136
4,909.152392
28
3
CA
50
1
BE
0
1
1
0
200
0
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3.811304
macintosh
1
1
0
4
0
0.2
0.891084
-1
224
10
0.001138
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AC
1,081
8,195.294572
5,729.954595
4,896.613217
1
10
CA
139
1
BA
0
1
-1
0
500
0
INTERNET
7.965028
other
0
1
0
4
0
0.6
0.550414
-1
68
50
0.011103
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1,204
4,420.720248
4,583.192451
4,251.117052
14
6
CA
250
0
BA
0
1
2
1
1,000
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5.649324
linux
1
1
0
4
0
0.5
0.452901
-1
184
50
0.010913
22.935948
AB
1,069
7,188.659295
5,466.61926
5,134.246039
28
7
CA
203
0
BA
1
1
1
0
500
0
INTERNET
6.173061
linux
1
1
0
4
0
0.6
0.348342
116
11
30
0.026889
-1.482771
AD
910
8,415.484859
7,300.542536
4,272.29907
1
10
CA
147
1
BC
1
1
31
1
200
0
INTERNET
7.122279
linux
0
1
0
4
0
0.9
0.495023
-1
56
30
0.003057
-0.833118
AC
2,356
4,684.176287
5,265.902017
4,381.926258
1
6
CE
183
0
BC
0
0
-1
0
200
0
INTERNET
1.964985
other
0
1
0
4
0
0.8
0.45817
-1
80
30
0.007056
-0.683998
AB
969
700.839314
4,334.694062
4,850.548443
667
8
CA
243
0
BA
0
1
1
0
200
0
INTERNET
3.400442
windows
1
1
0
4
0
0.9
0.842926
-1
39
40
0.017098
-0.934166
AD
1,282
5,810.0736
3,954.051637
4,298.467239
40
16
CA
122
1
BC
0
1
28
1
500
0
INTERNET
9.307402
macintosh
0
1
0
4
0
0.7
0.461776
-1
314
50
0.014522
-1.163981
AB
2,482
10,239.335911
4,711.997742
5,004.699403
13
5
CA
243
1
BC
0
1
2
0
1,500
0
INTERNET
2.834771
windows
1
1
0
4
0
0.9
0.54046
-1
370
40
0.011222
-0.972314
AB
1,303
5,265.617389
4,683.441206
4,353.123181
1,856
7
CA
290
1
BA
1
1
1
0
1,500
0
INTERNET
11.145434
windows
0
1
0
4
0
0.6
0.380379
-1
73
20
0.006147
-0.693034
AC
1,286
4,920.3776
5,387.770734
4,885.274598
0
18
CA
69
0
BE
0
1
-1
0
200
0
INTERNET
7.169004
other
1
1
0
4
0
0.8
0.325451
-1
60
20
0.047573
-1.434253
AB
1,626
5,838.532148
4,699.033433
4,342.738624
2
16
CB
147
0
BE
0
1
1
0
510
0
INTERNET
1.887089
other
0
1
0
4
0
0.9
0.901449
-1
247
10
0.015651
-0.532674
AD
931
5,048.995063
3,947.549559
4,962.161991
9
12
CA
118
0
BE
0
1
25
1
1,000
0
INTERNET
2.157655
other
0
1
0
4
0
0.4
0.843087
127
56
30
0.017526
-1.527202
AB
959
9,873.990498
5,705.211234
4,361.34317
37
13
CA
136
1
BE
0
1
1
0
500
1
INTERNET
2.243892
linux
0
1
0
4
0
0.3
0.550038
-1
258
10
0.005177
-0.741229
AB
712
6,621.224193
4,957.826062
4,290.60351
1,899
11
CA
124
0
BE
1
0
25
0
200
0
INTERNET
3.145546
windows
0
1
0
4
0
0.9
0.789355
-1
56
20
0.012485
-0.903298
AD
931
8,530.567981
3,338.895904
4,314.543152
575
10
CA
208
0
BC
0
1
1
0
500
0
INTERNET
3.573709
linux
0
1
0
4
0
0.5
0.494275
28
5
20
0.03047
-0.917752
AD
543
5,444.758278
5,738.616917
5,018.334089
2
16
CA
137
1
BC
0
1
1
0
200
0
INTERNET
14.792025
linux
1
1
0
4
0
0.3
0.813045
-1
250
20
0.044339
-1.005522
AC
1,329
9,351.458754
4,807.064169
4,375.154459
10
16
CB
-26
0
BB
0
1
31
0
200
0
INTERNET
2.947401
other
0
1
0
4
0
0.6
0.222742
-1
248
50
0.004598
-1.143704
AC
1,768
5,264.991209
4,893.772162
4,431.780426
0
7
CA
158
1
BA
1
0
-1
0
500
0
INTERNET
21.02706
linux
1
1
0
4
0
0.4
0.721049
-1
254
20
0.007932
-0.589346
AC
3,004
7,229.535791
5,051.002984
4,883.146255
1
7
CA
144
1
BA
0
1
-1
1
200
0
INTERNET
4.325859
windows
0
1
0
4
0
0.4
0.168449
-1
15
30
0.033345
103.992011
AD
1,097
1,904.726319
4,873.674517
4,915.484379
9
19
CA
142
1
BC
1
0
1
0
200
0
INTERNET
2.874273
other
0
1
0
4
0
0.1
0.04793
11
13
20
0.011379
-1.748858
AC
269
4,897.500968
3,579.640723
4,920.890157
1
11
CF
134
1
BC
1
1
-1
0
200
0
INTERNET
12.878055
linux
1
1
0
4
0
0.8
0.519941
37
11
30
0.019134
-1.279687
AD
339
4,050.752019
5,094.157445
4,431.171298
7
10
CA
66
0
BB
1
1
28
0
200
0
INTERNET
1.291534
linux
1
1
0
4
0
0.1
0.69179
-1
36
50
0.010694
-1.090577
AB
687
6,527.15621
5,143.128096
4,447.665853
14
16
CC
126
0
BC
1
1
10
0
200
0
INTERNET
3.93339
linux
0
1
0
4
0
0.6
0.399686
-1
45
30
0.013492
-1.482646
AC
979
2,495.249722
2,690.972093
4,265.858651
1
7
CB
141
1
BB
0
1
-1
0
500
0
INTERNET
8.187286
windows
1
1
0
4
0
0.5
0.124954
-1
62
30
0.022272
28.098227
AA
713
5,097.183037
3,211.960626
4,739.433863
1
14
CA
113
0
BB
0
1
19
0
510
0
INTERNET
7.388095
windows
1
1
0
4
0
0.9
0.532051
-1
191
20
0.021694
-1.096111
AD
1,237
7,857.90378
5,007.817316
4,293.980194
17
13
CB
75
1
BB
0
1
5
0
200
0
INTERNET
4.16943
linux
1
1
0
4
0
0.6
0.855565
81
17
50
0.014997
-1.068317
AB
4,380
6,844.219899
3,747.570448
4,870.553037
14
4
CF
72
1
BC
1
1
15
1
200
0
INTERNET
5.172665
linux
0
1
0
4
0
0.4
0.859147
-1
336
50
0.024261
-1.711306
AC
1,445
4,296.448877
5,641.37998
4,374.836407
1,288
3
CC
183
0
BB
1
1
-1
0
200
0
INTERNET
5.997275
linux
0
1
0
4
0
0.8
0.842942
-1
68
30
0.002508
-0.186533
AB
1,514
3,006.310047
3,518.981457
4,359.731651
15
17
CA
181
1
BA
0
1
1
0
1,500
0
INTERNET
1.92193
windows
0
1
0
4
0
0.9
0.690811
-1
67
20
0.022386
-0.751994
AD
1,700
5,133.834598
3,733.804157
4,271.340256
15
20
CA
66
0
BC
0
1
10
0
200
0
INTERNET
5.30912
windows
0
1
0
4
0
0.9
0.096792
-1
113
50
0.013541
-0.770354
AB
2,099
8,173.684253
5,160.868219
4,321.35124
39
7
CB
130
1
BB
0
1
10
0
500
1
INTERNET
5.99833
linux
0
1
0
4
0
0.2
0.740317
25
16
20
0.003199
-1.135579
AD
2,185
7,147.951605
4,204.380734
5,075.353671
4
11
CA
85
0
BC
0
1
15
0
200
0
INTERNET
9.223211
other
1
1
0
4
0
0.1
0.215443
-1
226
20
0.844429
-1.301362
AB
1,000
8,570.094302
6,147.821185
4,346.685683
118
10
CA
87
0
BE
1
1
30
0
200
0
INTERNET
4.243961
linux
0
1
0
4
0
0.2
0.766855
-1
127
20
0.004428
-0.688089
AC
1,760
5,485.625311
4,539.453541
5,185.768869
1
10
CE
79
0
BC
1
1
-1
0
200
0
INTERNET
1.096417
linux
0
2
0
4
0
0.9
0.990494
12
0
30
0.013093
-1.36608
AC
1,200
1,676.07738
4,589.324232
5,155.809801
0
11
CA
132
1
BC
1
1
-1
1
490
0
INTERNET
3.771492
linux
1
1
0
4
0
0.4
0.408195
12
9
30
0.026565
-1.410185
AC
790
6,998.850383
5,002.816063
4,936.996312
0
10
CA
88
1
BC
1
0
-1
1
200
0
INTERNET
2.788227
windows
0
1
0
4
0
0.7
0.818224
-1
35
50
0.011556
-0.934689
AC
2,616
6,366.476489
6,055.127409
4,745.568204
1
5
CD
94
1
BB
1
0
-1
1
200
1
INTERNET
1.719642
linux
0
1
0
4
0
0.9
0.688427
-1
174
50
0.004323
-0.884476
AB
2,865
4,703.502213
4,915.063295
4,366.176521
4
9
CA
211
0
BA
1
1
31
0
1,500
0
INTERNET
5.652818
linux
1
1
0
4
0
0.3
0.864247
-1
68
40
0.020602
-1.466093
AB
3,099
7,209.842698
3,018.285757
4,389.732845
12
12
CA
124
1
BB
1
1
25
0
500
0
INTERNET
3.498019
windows
1
1
0
4
0
0.9
0.235333
207
40
40
0.007475
21.225574
AA
1,216
8,139.51163
5,030.128967
4,876.293071
2
6
CF
140
0
BB
1
1
25
1
200
0
INTERNET
5.349978
other
1
1
0
4
0
0.1
0.895498
-1
267
20
0.894217
-0.94983
AC
3,714
5,854.881434
3,273.034924
4,800.720733
1
19
CA
118
0
BE
0
1
-1
0
200
0
INTERNET
7.374703
windows
1
1
0
4
0
0.9
0.449716
-1
5
20
0.013754
-0.662997
AC
1,270
4,018.659007
5,180.14096
4,804.073015
1
20
CA
123
1
BE
0
1
-1
0
200
0
INTERNET
3.548678
macintosh
1
1
0
4
0
0.7
0.991569
90
-1
20
0.009915
-0.933493
AB
1,743
7,366.868741
4,726.955459
4,874.603418
6
17
CA
72
0
BC
0
1
16
0
200
0
INTERNET
12.283017
x11
0
1
0
4
0
0.4
0.664696
-1
49
20
0.005289
-0.683754
AB
2,650
1,444.480801
3,307.530109
5,183.685526
11
12
CA
69
0
BC
0
1
20
0
1,500
0
INTERNET
3.313093
other
0
1
0
4
0
0.8
0.547064
-1
168
40
0.010313
-1.554093
AC
1,021
6,430.067819
4,448.63491
5,120.959047
1
4
CA
261
0
BC
0
1
-1
1
1,500
0
INTERNET
1.584421
other
1
1
0
4
0
0.8
0.998671
-1
118
40
8.482263
53.25698
AA
1,428
2,721.077325
4,287.301107
4,416.030394
1,935
4
CA
193
0
BA
1
1
21
1
1,000
0
INTERNET
4.527683
windows
0
1
0
4