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float64
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78.5
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int64
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float64
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int64
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39
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stringclasses
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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
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int64
0
1
bank_months_count
int64
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32
has_other_cards
int64
0
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proposed_credit_limit
float64
190
2.1k
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int64
0
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source
stringclasses
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session_length_in_minutes
float64
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85.9
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stringclasses
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int64
0
1
device_distinct_emails_8w
int64
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2
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int64
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0.9
0.179619
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26
30
0.02455
-0.621463
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1,398
4,447.828981
4,076.663283
4,403.507814
0
6
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178
1
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0
1
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1
1,000
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0.9
0.91696
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40
0.02577
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2,228.925346
4,794.291224
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860
11
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69
1
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0
1
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0
0.1
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357
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138
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29
20
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5,159.383546
3,938.404639
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13
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71
0
BB
0
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0.900418
213
7
30
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4,362
3,880.38387
7,573.260416
4,817.240552
2
8
CB
61
0
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0
1
16
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200
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macintosh
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0.1
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30
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1,403
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17
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121
1
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0.4
0.438044
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31
30
0.012925
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189
314.167781
2,422.835738
4,141.563774
1
15
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59
1
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200
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0.8
0.755016
48
25
50
0.00039
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2,251
3,086.256342
3,216.044477
4,808.446983
1
5
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111
0
BC
1
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200
0
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0.6
0.017198
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32
30
0.000394
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1,180
8,997.587341
5,496.954967
4,384.240951
824
11
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58
0
BC
1
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31
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1.989511
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0
0.2
0.106438
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30
20
0.048919
33.133031
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1,036
4,670.449457
4,514.343812
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15
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114
1
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1,067
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3,727.722898
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12
11
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7.97714
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7,388.737923
5,174.299067
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0.9
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40
0.015087
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1,501
2,146.417287
4,968.433098
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13
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201
1
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0
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500
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0.3
0.217807
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11
20
0.003282
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470
5,112.554391
3,391.610732
4,205.680091
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16
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62
1
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1
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0.9
0.824315
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45
30
0.027331
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1,277
4,126.947995
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14
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242
1
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500
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20
0.012826
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678
10,082.606679
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4,780.420659
2
11
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162
0
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0
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9
1
500
1
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1
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4
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0.1
0.088676
50
27
20
0.019051
48.997538
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1,798
4,367.946345
3,844.276244
5,141.509388
1,141
20
CA
89
1
BC
1
1
28
0
500
0
INTERNET
5.804013
windows
0
1
0
4
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0.8
0.190621
-1
23
30
0.026222
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936
2,708.128595
3,859.038189
4,226.116835
7
15
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184
1
BC
1
1
28
1
1,000
0
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1.602871
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1
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4
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0.6
0.836003
-1
301
40
0.00459
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1,753
6,003.551952
3,541.116987
4,237.222929
0
14
CA
232
0
BA
1
1
-1
1
1,500
0
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0.98921
linux
1
1
0
4
0
0.4
0.607882
-1
120
20
0.003722
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1,673
7,563.445725
5,749.018876
4,932.004424
11
8
CA
135
0
BA
0
1
1
0
200
0
INTERNET
6.241391
macintosh
0
1
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4
0
0.2
0.683432
-1
41
40
0.010422
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AB
820
3,650.709399
3,524.375593
4,274.70849
11
5
CA
120
1
BC
1
1
3
0
1,000
1
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linux
0
1
0
4
0
0.1
0.219462
-1
67
30
0.003663
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AB
2,447
3,617.58705
3,229.379598
4,810.438629
39
15
CA
166
1
BC
1
0
5
1
500
0
INTERNET
8.658854
windows
0
1
0
4
0
0.6
0.287732
-1
47
30
0.015215
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AB
3,849
4,389.201651
2,960.57684
4,811.070894
5
11
CA
111
0
BE
0
1
1
0
200
0
INTERNET
4.887271
linux
1
1
0
4
0
0.7
0.206724
-1
118
40
0.005113
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1,116
5,581.054305
5,479.647166
4,352.810687
0
8
CA
108
0
BB
0
1
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1
200
0
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1.739901
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1
1
0
4
0
0.6
0.359771
-1
38
20
0.028854
27.617654
AA
1,495
4,748.078559
5,519.383865
4,015.186324
12
13
CA
157
0
BE
0
1
28
1
200
0
INTERNET
9.78742
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0
1
0
4
0
0.8
0.167916
28
21
20
0.02151
50.403709
AC
1,571
6,176.999548
4,776.658069
4,983.069918
24
14
CA
127
0
BC
0
1
21
0
510
0
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4.272254
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0
1
0
4
0
0.9
0.563927
111
0
30
0.001844
-1.14645
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1,682
2,033.468525
4,008.919979
4,901.779389
1,008
7
CA
63
0
BA
0
1
30
0
200
0
INTERNET
3.185427
linux
1
1
0
4
0
0.2
0.991371
90
15
30
0.007007
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AC
1,163
5,166.588845
3,611.130654
4,763.280645
0
9
CA
124
0
BB
0
1
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0
200
0
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1.558811
linux
0
1
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4
0
0.4
0.540827
-1
84
20
0.003689
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AB
854
5,220.610486
4,064.792243
4,232.66125
17
3
CA
199
1
BB
0
1
1
1
500
0
INTERNET
7.495759
windows
0
1
0
4
0
0.8
0.675779
-1
40
30
0.025401
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1,555
7,963.400937
5,536.058086
5,015.179308
6
8
CA
110
1
BA
0
1
21
0
200
0
INTERNET
6.081166
other
0
1
0
4
0
0.9
0.723964
-1
40
20
0.018339
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1,761
1,248.095402
4,549.210486
4,140.590819
1
9
CA
222
0
BC
0
1
-1
0
1,500
0
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6.446443
windows
0
1
0
4
0
0.9
0.516104
-1
145
40
0.000875
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AB
2,115
4,751.220965
4,343.810344
4,945.03821
43
3
CA
211
1
BC
1
1
1
1
1,500
0
INTERNET
6.753264
other
0
1
0
4
0
0.3
0.566052
29
12
40
0.013534
2.894546
AA
1,992
7,955.022136
4,563.083094
4,927.387792
5
8
CA
110
1
BC
0
1
29
0
200
0
INTERNET
5.571251
macintosh
0
1
0
4
0
0.9
0.095434
-1
28
40
0.029347
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AB
740
7,614.871888
5,728.156916
4,921.88405
16
10
CB
167
1
BA
0
1
1
0
200
0
INTERNET
1.426033
linux
0
1
0
4
0
0.3
0.469352
20
7
30
0.004833
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AC
2,584
7,695.514686
4,547.556364
4,699.947233
0
9
CA
133
0
BC
0
1
-1
0
200
0
INTERNET
19.088757
other
0
1
0
4
0
0.8
0.779111
-1
151
30
0.054393
103.203525
AA
1,155
1,446.618634
3,354.100357
4,865.762614
3
7
CA
164
1
BC
0
1
31
0
500
0
INTERNET
2.473814
other
1
1
0
4
0
0.8
0.79059
-1
134
50
0.015694
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1,984
5,355.344484
3,261.343064
4,224.774796
3
5
CB
210
1
BB
1
1
15
0
500
0
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2.903673
windows
0
1
0
4
0
0.9
0.521284
25
8
30
0.019474
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AB
250
7,382.340691
5,776.910221
4,898.289907
18
8
CA
148
0
BC
0
1
1
1
500
0
INTERNET
7.737609
windows
0
1
0
4
0
0.7
0.837396
-1
237
50
0.002118
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AC
1,438
5,072.652609
3,871.7876
5,045.44774
1
6
CA
212
0
BA
0
1
-1
1
1,000
0
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4.394952
linux
1
1
0
4
0
0.9
0.843111
-1
185
20
0.005314
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AC
1,409
1,964.248948
4,430.335537
4,953.330063
0
13
CA
212
1
BC
0
1
-1
0
1,500
0
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7.674526
linux
0
2
0
4
0
0.8
0.890572
29
8
40
0.0031
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AC
2,116
7,239.386752
4,744.399962
5,146.800762
1
6
CA
208
0
BB
0
1
-1
0
200
0
INTERNET
12.083887
windows
1
1
0
4
0
0.1
0.233004
-1
82
20
0.000122
-0.479414
AC
697
5,100.493735
2,854.663755
4,314.510613
1
11
CA
126
0
BB
0
1
-1
1
200
0
INTERNET
4.773888
other
1
1
0
4
0
0.2
0.410532
-1
37
40
0.036981
34.412249
AA
937
2,998.015664
4,846.617431
4,291.305808
3
8
CA
240
1
BE
0
1
21
1
200
0
INTERNET
2.635896
windows
0
1
0
4
0
0.1
0.843203
32
19
20
0.015399
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AC
1,617
5,373.532519
5,952.653106
4,886.896385
0
13
CA
149
0
BA
0
1
-1
0
500
0
INTERNET
2.247541
windows
0
1
0
4
0
0.9
0.784467
-1
188
40
0.005526
26.263589
AA
1,362
3,402.666894
3,599.581767
4,954.932216
6
8
CA
186
0
BB
1
1
30
0
1,500
0
INTERNET
2.303384
windows
1
1
0
4
0
0.6
0.077668
-1
131
30
0.005435
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AB
1,150
7,747.825655
5,268.446243
4,946.973711
12
13
CA
99
0
BA
1
1
15
1
200
0
INTERNET
4.788516
windows
1
1
0
4
0
0.9
0.265576
-1
269
60
16.642151
-0.456618
AD
1,552
3,863.955812
4,262.249174
4,993.891904
1
5
CA
58
1
BA
0
1
19
0
200
0
INTERNET
5.279591
macintosh
0
1
0
4
0
0.6
0.222953
-1
71
60
0.029625
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AC
980
6,109.300475
3,383.122798
4,899.949584
0
4
CA
128
0
BC
1
1
-1
0
200
0
INTERNET
2.467119
other
0
1
0
4
0
0.3
0.89784
-1
195
50
0.008409
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AB
1,096
3,993.970344
4,445.294247
4,967.194959
10
6
CA
234
1
BA
0
1
1
0
200
0
INTERNET
10.809702
windows
0
1
0
4
0
0.2
0.588309
-1
218
60
0.019072
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AB
1,167
4,087.01771
6,044.547129
5,034.831734
719
6
CA
65
1
BB
1
0
31
1
200
0
INTERNET
3.43526
other
1
1
0
4
0
0.8
0.55153
-1
74
50
0.001412
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AC
606
2,130.85883
5,551.749245
4,872.784326
0
7
CA
174
1
BB
0
1
-1
0
500
0
INTERNET
21.911135
other
1
1
0
4
0
0.2
0.44386
44
25
20
0.015611
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AC
897
5,351.583756
4,236.47359
4,931.401612
121
14
CA
64
1
BC
0
1
-1
0
200
1
INTERNET
6.656142
other
0
1
0
4
0
0.8
0.053193
-1
30
30
0.02351
24.907432
AA
1,783
5,454.894476
5,577.156291
4,921.521118
7
15
CB
88
1
BC
0
1
21
1
200
0
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3.656421
windows
1
1
0
4
0
0.7
0.060947
-1
49
50
5.000113
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AC
907
3,462.768942
6,912.77176
6,356.475065
1
1
CA
168
1
BA
0
1
-1
1
1,000
0
INTERNET
21.715767
windows
0
1
0
4
0
0.9
0.062978
-1
23
40
0.028562
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AB
2,668
2,094.23386
4,992.075282
4,149.447797
37
13
CB
118
1
BC
0
1
1
1
200
0
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2.367832
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0
1
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4
0
0.9
0.915639
28
11
30
1.513874
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AC
3,237
8,296.26403
4,771.65459
5,061.228389
0
8
CA
214
0
BC
0
1
-1
0
990
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5.144429
linux
1
1
0
4
0
0.6
0.089391
-1
197
40
0.01794
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AB
1,475
3,919.810186
3,632.014864
4,304.810338
1
5
CA
163
1
BA
1
1
5
1
500
0
INTERNET
2.261716
linux
1
1
0
4
0
0.8
0.122958
-1
356
40
0.000591
-0.560451
AB
1,354
1,154.616773
3,279.911987
4,852.978964
12
5
CA
281
1
BA
0
1
30
1
2,000
0
INTERNET
3.920902
linux
0
1
0
4
0
0.6
0.149811
30
20
20
0.015012
-1.182023
AB
928
10,113.329778
3,791.621412
5,112.956315
20
15
CA
99
1
BC
0
1
15
1
200
0
INTERNET
4.67367
other
0
1
0
4
0
0.9
0.234667
-1
92
30
0.025294
-1.692109
AC
1,348
6,291.653757
3,941.894246
4,263.516048
2
4
CF
113
0
BB
1
0
30
1
200
0
INTERNET
3.731894
linux
1
1
0
4
0
0.8
0.403587
55
10
20
0.025426
15.425522
AA
1,746
3,191.573175
5,729.072127
4,936.499971
2
13
CB
174
1
BC
1
1
-1
0
510
0
INTERNET
8.446165
other
1
1
0
4
0
0.8
0.730723
24
15
20
0.002378
-0.401528
AB
899
6,626.425885
5,599.626348
5,113.854632
15
9
CB
71
1
BE
0
1
25
0
200
0
INTERNET
8.065356
other
0
1
0
4
0
0.7
0.22506
-1
44
50
0.017181
49.440035
AA
2,460
2,982.184552
5,087.125918
4,888.9149
2
3
CB
159
1
BA
0
1
25
0
500
0
INTERNET
6.849592
other
1
1
0
4
0
0.1
0.322333
-1
26
20
3.336172
-0.825624
AC
1,062
9,086.86487
5,743.154727
4,992.721932
1
8
CA
94
0
BE
0
1
-1
0
200
0
INTERNET
10.357783
other
1
1
0
4
0
0.9
0.885891
-1
37
20
0.030814
42.278073
AA
1,779
7,704.249593
5,303.894553
4,429.68069
3
15
CA
117
1
BE
1
1
1
0
200
0
INTERNET
9.873785
linux
1
1
0
4
0
0.8
0.727771
26
2
20
0.005742
-1.134518
AB
1,736
2,927.927669
3,322.72296
4,907.912318
1,840
8
CA
104
1
BE
0
1
1
0
200
0
INTERNET
10.438367
windows
1
1
0
4
0
0.8
0.252853
-1
17
40
0.025291
-1.220779
AC
2,208
5,229.885756
4,527.909888
4,789.271081
2
10
CF
108
1
BC
1
1
-1
0
200
0
INTERNET
1.569083
linux
1
1
0
4
0
0.1
0.873444
-1
48
40
0.018402
-0.554245
AB
863
1,669.250461
3,773.554295
3,713.83682
15
4
CA
127
1
BD
0
1
15
1
200
0
INTERNET
8.849949
windows
1
1
0
4
0
0.7
0.231138
-1
264
50
1.081563
-0.665267
AC
1,312
7,714.266716
5,219.160809
4,176.439404
2
10
CA
99
1
BC
0
1
1
0
200
0
INTERNET
5.401853
other
1
1
0
4
0
0.1
0.4382
-1
47
30
0.009303
-1.200048
AD
692
5,359.986911
4,161.795914
4,376.551709
2
11
CA
89
1
BB
0
1
15
1
200
0
INTERNET
3.942386
linux
0
1
0
4
0
0.8
0.092679
11
10
30
0.00811
-0.594603
AB
831
4,791.213012
4,369.442899
4,193.412359
570
9
CA
140
1
BC
1
1
28
0
200
0
INTERNET
14.159724
linux
0
1
0
4
0
0.7
0.714108
-1
60
60
0.005138
-1.275754
AC
514
5,717.666953
4,286.974101
3,369.530614
0
3
CA
196
1
BC
1
1
1
0
500
0
INTERNET
1.351756
windows
0
1
0
4
0
0.5
0.683594
-1
152
40
0.003217
-1.314466
AB
679
7,623.270873
5,544.271682
4,852.027825
265
7
CA
164
1
BC
1
0
25
0
200
0
INTERNET
5.387001
linux
0
1
0
4
0
0.9
0.996198
105
18
20
0.021541
-1.243805
AC
1,235
3,886.386521
3,971.858539
4,380.496991
1
11
CA
129
0
BC
0
1
-1
0
200
0
INTERNET
1.793736
other
0
1
0
4
0
0.5
0.681018
-1
166
50
0.00961
-0.652281
AB
1,238
4,078.025106
4,493.112231
4,840.659453
1,921
8
CA
147
0
BB
0
1
30
0
200
0
INTERNET
4.650672
other
1
1
0
4
0
0.9
0.237466
-1
225
50
0.014109
-1.274464
AB
1,926
3,427.286583
7,429.173799
5,121.228573
7
6
CA
157
0
BB
0
1
10
1
1,000
0
INTERNET
4.631762
linux
1
1
0
4
0
0.6
0.676301
-1
176
20
0.015983
-0.382015
AB
1,125
5,092.268335
4,378.950757
4,342.702077
31
11
CA
166
1
BB
0
1
30
0
200
0
INTERNET
8.241363
other
1
1
0
4
0
0.7
0.490768
26
0
30
0.019269
-1.107902
AD
2,736
1,614.951875
2,910.531697
4,892.993764
6
11
CA
124
0
BC
0
1
1
0
1,000
0
INTERNET
11.897839
windows
0
1
0
4
0
0.8
0.37314
-1
74
30
0.007475
96.983218
AA
2,667
2,505.948064
2,550.308993
4,301.769202
4
15
CA
201
0
BC
0
1
5
0
500
0
INTERNET
2.867724
windows
0
1
0
4
0
0.6
0.750524
-1
32
20
0.007732
-1.120741
AB
898
1,353.853092
3,521.58182
4,385.986758
10
10
CA
121
1
BB
1
1
5
0
200
0
INTERNET
10.734575
other
1
1
0
4
0
0.4
0.264952
27
9
20
0.019768
50.016862
AB
1,744
1,821.726389
3,069.322586
4,947.874603
1,976
8
CA
48
0
BC
0
1
20
1
200
0
INTERNET
1.86629
other
1
1
0
4
0
0.3
0.380578
-1
173
40
0.020465
-0.626462
AB
1,497
5,789.141873
4,237.958617
4,258.132608
1,883
8
CA
291
1
BA
1
1
2
0
1,500
0
INTERNET
1.993618
other
0
1
0
4
0
0.1
0.156291
-1
266
40
0.025474
-1.193762
AC
639
6,072.174562
4,887.900569
4,756.433526
0
5
CD
122
0
BA
0
1
-1
1
200
0
INTERNET
8.171985
other
0
1
0
4
0
0.3
0.794599
33
0
30
0.009855
-0.730331
AB
2,258
3,077.96345
4,702.480815
4,923.338883
4
11
CA
21
1
BC
0
1
26
0
200
0
INTERNET
13.117972
linux
0
1
0
4
0
0.9
0.529583
-1
371
50
0.011746
-0.458471
AB
836
5,463.330851
3,928.38975
4,256.528359
1
8
CB
259
1
BA
1
1
1
0
1,500
0
INTERNET
1.418643
windows
1
1
0
4
0
0.4
0.427825
-1
111
20
0.016423
-0.693153
AB
691
8,151.60518
6,102.41277
4,215.241232
2,016
14
CA
245
1
BE
1
1
1
0
1,000
0
INTERNET
2.054942
other
1
1
0
4
0
0.8
0.089736
29
4
40
0.013957
-1.325876
AB
1,396
13,514.345317
5,597.890872
4,320.911558
6
7
CA
141
1
BC
0
1
1
0
500
0
INTERNET
18.999569
linux
0
1
0
4
0
0.1
0.640988
-1
88
40
0.013226
-1.100938
AB
1,982
1,182.883636
4,356.04662
4,920.82848
2
4
CB
124
0
BC
1
1
20
0
200
0
INTERNET
3.027304
linux
1
1
0
4
0
0.8
0.791509
-1
86
50
0.000489
24.284217
AA
1,024
8,112.663452
6,066.182278
4,844.089241
2
8
CA
192
1
BB
1
1
19
1
500
0
INTERNET
9.206627
other
1
1
0
4
0
0.7
0.238484
57
3
40
0.010512
-0.960107
AC
1,288
2,135.698618
4,978.199601
4,481.834969
0
5
CA
130
1
BC
0
1
-1
0
200
0
INTERNET
5.731991
linux
1
1
0
4
0
0.8
0.029816
-1
186
40
0.025806
18.799507
AA
2,032
2,589.078749
4,814.424198
4,334.967706
36
4
CA
111
0
BA
0
1
21
0
500
0
INTERNET
7.106383
macintosh
1
1
0
4
0
0.6
0.172046
-1
33
20
0.005412
50.973159
AA
929
1,272.870251
4,357.496933
4,435.501062
18
15
CA
142
0
BC
0
1
1
0
500
0
INTERNET
16.535623
other
1
1
0
4
0
0.9
0.273549
-1
155
30
0.015626
-0.681067
AA
1,176
1,760.915109
6,778.345416
4,791.89517
805
12
CA
242
1
BA
1
0
5
0
1,500
0
INTERNET
3.747233
windows
0
1
0
4
0
0.6
0.698659
-1
56
30
0.000677
51.580777
AA
796
8,426.130578
5,135.107812
4,329.241391
29
18
CA
215
0
BC
0
1
1
0
200
0
INTERNET
3.601205
other
1
1
0
4
0
0.3
0.986984
-1
344
40
0.011211
-1.582287
AC
4,540
7,504.001276
6,080.873476
4,846.388791
0
8
CA
136
1
BA
0
1
-1
0
200
0
INTERNET
6.660003
other
1
1
0
4
0
0.4
0.883918
100
195
40
0.00477
-1.619023
AB
1,665
4,423.790641
3,491.598164
4,948.333567
2
10
CA
234
1
BB
0
1
28
0
1,500
0
INTERNET
3.833387
other
0
1
0
4
0
0.9
0.269225
92
41
40
0.018108
101.976531
AC
888
3,192.540862
5,105.934785
4,273.738728
2
10
CA
117
1
BC
0
1
-1
0
200
0
INTERNET
17.719491
other
0
1
0
4
0
0.5
0.749495
32
1
20
0.002135
-0.616043
AB
983
3,023.039989
2,410.678455
4,373.296729
18
13
CA
145
0
BC
0
1
20
0
500
0
INTERNET
6.451082
linux
1
1
0
4
0
0.6
0.101641
-1
36
50
0.005908
-0.843361
AB
533
5,618.930331
5,022.728927
4,856.901272
2
4
CA
102
0
BA
1
0
30
0
200
0
INTERNET
2.815676
windows
1
1
0
4
0
0.6
0.424456
54
10
20
0.001275
-0.978176
AB
1,156
6,698.180815
5,183.98261
4,260.39611
15
11
CA
160
0
BE
0
1
11
0
200
0
INTERNET
4.580359
macintosh
1
1
0
4