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int64
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383
current_address_months_count
int64
-1
428
customer_age
int64
10
90
days_since_request
float64
0
78.5
intended_balcon_amount
float64
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113
payment_type
stringclasses
5 values
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int64
1
6.7k
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float64
-170.6
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float64
1.3k
9.51k
velocity_4w
float64
2.83k
6.99k
bank_branch_count_8w
int64
0
2.39k
date_of_birth_distinct_emails_4w
int64
0
39
employment_status
stringclasses
7 values
credit_risk_score
int64
-170
389
email_is_free
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
2.1k
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int64
0
1
source
stringclasses
2 values
session_length_in_minutes
float64
-1
85.9
device_os
stringclasses
5 values
keep_alive_session
int64
0
1
device_distinct_emails_8w
int64
-1
2
device_fraud_count
int64
0
0
month
int64
0
7
0
0.6
0.129069
-1
36
20
0.007614
-0.459975
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1,904
3,620.682078
3,971.141785
4,395.243034
766
8
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90
0
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0
1
31
0
200
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1
1
0
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0
0.6
0.902775
-1
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40
0.007464
-1.168212
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2,220
4,940.932533
4,472.472312
6,424.815468
38
5
CF
116
0
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0
1
15
1
500
0
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3.493647
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0.8
0.531411
-1
169
40
0.006969
49.945289
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1,960
5,033.710909
3,282.843259
5,673.176689
1,411
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45
1
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1
1
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1,000
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6,283.463827
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4,951.428602
14
13
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74
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0.000535
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2,249
6,199.844814
4,544.518667
4,260.307145
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196
1
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7,271.73008
5,571.411531
4,946.01594
46
16
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61
0
BC
1
1
1
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200
0
TELEAPP
-1
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0
0
0
4
0
0.8
0.526384
-1
259
60
0.00307
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AC
796
5,453.768599
4,518.813083
4,781.825018
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1
CC
190
0
BA
1
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510
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0.9
0.573278
145
9
40
0.015124
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1,968
7,433.330181
4,565.671824
4,643.52742
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5
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153
1
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0
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linux
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0.6
0.151995
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50
0.021821
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1,135
6,310.303153
4,940.992105
4,875.521986
731
5
CA
74
1
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0
1
26
0
500
0
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17.951791
linux
1
1
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4
0
0.3
0.872211
-1
129
20
71.350575
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2,690
7,181.729707
5,692.252496
4,754.21874
840
10
CA
123
1
BB
0
1
1
0
200
0
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8.516173
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0
1
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0.9
0.901146
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112
30
0.004698
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1,408
7,553.251843
4,325.70636
4,973.715956
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15
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135
1
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0
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0.507937
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30
0.020197
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2,643
3,947.66914
3,809.959538
4,307.067554
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13
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52
0
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200
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0.8
0.558916
197
2
20
0.013503
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497
8,745.981221
6,764.376101
4,790.69477
1
11
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128
0
BC
0
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200
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0.2
0.23232
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48
30
0.0047
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700
1,638.760176
3,242.909882
4,175.729166
0
7
CA
176
1
BC
1
1
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500
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1.082375
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4
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0.4
0.851092
-1
95
60
0.011667
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853
3,802.888591
4,122.327046
4,439.416762
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1
CC
100
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linux
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0.9
0.831727
-1
86
20
0.001298
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4,064
6,867.486197
5,580.105114
4,341.685836
6
10
CA
306
0
BA
0
1
25
0
1,500
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windows
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1
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4
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0.6
0.446642
-1
34
40
7.318331
41.42166
AA
935
8,032.49226
4,983.525299
4,281.074892
17
5
CA
159
1
BB
0
1
1
1
200
0
INTERNET
3.717754
linux
0
1
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4
0
0.5
0.740881
-1
22
20
0.036521
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AB
1,072
2,437.590345
4,948.693979
5,007.087391
15
11
CE
81
1
BE
0
1
21
0
200
0
INTERNET
3.011544
other
0
1
0
4
0
0.1
0.852561
-1
99
40
0.008062
-1.582465
AB
2,029
2,830.03985
4,579.017957
4,281.685633
2
7
CA
127
0
BA
1
0
31
0
200
0
INTERNET
6.15529
linux
0
1
0
4
0
0.3
0.891246
-1
99
10
66.320479
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AB
960
5,690.237819
3,249.157241
4,165.566408
11
13
CA
153
0
BE
0
1
15
0
200
0
INTERNET
2.79783
windows
1
1
0
4
0
0.7
0.500273
309
8
40
1.702278
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AC
2,440
12,684.739101
5,786.78477
4,305.828279
0
9
CA
110
1
BC
1
1
-1
0
200
0
INTERNET
8.980662
linux
0
1
0
4
0
0.6
0.019929
10
7
40
0.012275
101.593048
AD
758
9,408.035495
5,490.080498
5,917.113326
405
10
CA
117
1
BC
1
1
28
1
200
0
INTERNET
14.526693
windows
1
1
0
4
0
0.2
0.990528
-1
36
40
0.022204
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AB
1,373
10,031.832522
8,079.692024
5,024.761646
11
10
CF
140
0
BB
0
1
1
1
200
0
INTERNET
1.592072
windows
0
1
0
4
0
0.8
0.797637
-1
172
40
0.009658
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AB
1,436
5,565.155541
3,850.391838
4,992.19837
1
9
CA
231
1
BA
1
0
1
0
1,500
0
INTERNET
2.280393
windows
1
1
0
4
0
0.1
0.256092
142
35
20
0.006226
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AA
1,028
8,585.359443
6,976.59557
5,284.213612
23
11
CA
122
1
BE
0
1
1
0
200
0
INTERNET
9.296783
linux
1
1
0
4
0
0.8
0.289628
88
7
30
0.009943
11.259329
AA
1,252
5,154.289806
5,317.472215
4,761.364925
3
18
CA
94
1
BC
1
1
21
1
200
0
INTERNET
2.218237
macintosh
1
1
0
4
0
0.8
0.877094
-1
68
40
0.00117
4.400683
AA
1,869
2,915.138716
3,834.606407
4,945.035039
2
9
CA
155
0
BC
0
1
3
0
500
0
INTERNET
4.874039
other
0
1
0
4
0
0.7
0.719121
27
18
20
0.00695
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AD
1,107
2,128.814391
4,837.302794
4,365.406473
13
11
CA
123
1
BD
1
1
20
0
200
0
INTERNET
6.248943
windows
0
1
0
4
0
0.2
0.126925
100
49
20
0.00983
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AC
2,973
4,892.791611
4,747.582578
4,264.006064
1
14
CD
119
0
BE
0
1
9
0
200
0
INTERNET
4.739715
macintosh
0
1
0
4
0
0.5
0.196588
-1
243
60
0.037575
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AB
1,100
8,191.28172
5,159.028022
4,204.430054
1,298
2
CB
172
1
BC
0
1
1
0
200
0
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3.986427
other
0
1
0
4
0
0.9
0.907932
-1
187
50
6.7531
24.267503
AA
981
4,676.188846
5,147.880399
4,237.438836
34
4
CA
186
0
BA
1
1
2
0
500
0
INTERNET
48.505749
other
1
1
0
4
0
0.9
0.198458
103
1
30
0.006667
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AB
814
2,206.242637
3,579.020294
4,764.625307
22
7
CA
70
1
BC
0
1
30
0
200
0
INTERNET
1.363918
windows
0
1
0
4
0
0.8
0.776249
-1
60
50
0.010324
51.641217
AA
1,760
898.382447
3,130.545256
4,126.813329
2
7
CA
254
1
BC
1
1
11
1
1,500
0
INTERNET
5.651552
windows
0
1
0
4
0
0.1
0.057584
-1
203
30
0.027527
49.887831
AA
350
5,258.905995
3,975.287308
4,968.523646
2
8
CA
149
1
BA
0
1
1
0
1,500
0
INTERNET
0.589006
macintosh
0
1
0
4
0
0.5
0.64646
-1
48
30
0.019958
20.003298
AA
2,785
6,105.684693
5,002.071829
5,111.544252
3
13
CC
83
0
BC
1
1
11
0
500
0
INTERNET
2.313589
other
0
1
0
4
0
0.8
0.43207
30
-1
20
0.024026
52.701409
AA
1,360
7,515.934213
4,743.614072
4,800.518118
15
10
CA
176
0
BC
0
1
28
0
1,500
0
INTERNET
8.728513
macintosh
0
1
0
4
0
0.1
0.046162
34
20
20
0.00768
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AC
3,107
5,109.8894
4,862.227376
4,895.107273
1
13
CA
97
1
BC
0
1
-1
0
200
0
INTERNET
1.521928
linux
1
1
0
4
0
0.7
0.215301
-1
65
40
0.02321
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AA
1,053
8,488.755176
5,195.419139
5,164.176194
2
7
CB
62
0
BB
1
0
25
1
200
0
INTERNET
0.775645
windows
0
1
0
4
0
0.8
0.228483
-1
175
40
0.036494
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AB
1,179
8,932.808639
4,951.358312
4,285.79403
112
6
CB
154
0
BB
0
1
19
0
1,000
0
INTERNET
13.742946
linux
1
1
0
4
0
0.9
0.101351
56
5
40
0.001854
-1.143918
AB
2,232
3,160.89109
4,877.910408
4,284.50688
1,817
13
CA
149
1
BC
0
1
28
0
200
0
INTERNET
20.276948
linux
1
1
0
4
0
0.4
0.139013
-1
168
20
0.005274
-5.382525
AA
2,338
9,303.395304
5,828.341515
4,827.134112
374
10
CA
96
0
BE
1
1
22
1
200
0
INTERNET
1.416788
other
0
1
0
4
0
0.8
0.852808
-1
45
20
0.010115
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AD
1,276
3,110.656324
3,454.682556
4,837.088169
19
10
CA
152
1
BE
0
1
30
1
500
0
INTERNET
1.555364
linux
1
1
0
4
0
0.9
0.872999
-1
22
30
6.997183
-0.780504
AB
948
13,734.973246
7,181.811296
4,951.857661
1,785
23
CA
145
0
BC
0
1
15
0
200
0
INTERNET
40.340573
linux
1
1
0
4
0
0.9
0.521692
-1
122
40
0.011387
-0.531196
AC
1,322
4,859.984737
5,565.792168
5,092.168733
2
7
CA
255
0
BA
0
1
-1
1
1,000
0
INTERNET
6.4023
windows
0
1
0
4
0
0.7
0.718493
-1
196
20
0.025678
-1.234791
AC
1,444
8,894.489216
4,531.578085
4,222.212576
0
7
CA
180
0
BB
0
1
-1
0
200
0
INTERNET
10.639348
other
0
1
0
4
0
0.7
0.642955
-1
115
10
0.003291
-0.552313
AC
1,230
6,144.400971
4,038.325581
4,432.17177
0
24
CA
103
0
BE
0
1
-1
0
200
0
INTERNET
9.606589
linux
1
1
0
4
0
0.8
0.881711
-1
58
30
0.012087
-0.618232
AB
2,710
3,334.529768
5,361.881964
4,400.964209
7
6
CA
146
1
BB
0
1
31
0
500
0
INTERNET
4.570984
windows
0
1
0
4
0
0.8
0.314564
-1
23
40
0.037999
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AB
1,197
1,565.113625
3,527.01093
4,172.813508
14
11
CA
91
1
BC
1
1
1
0
200
0
INTERNET
3.474361
other
1
1
0
4
0
0.1
0.64634
-1
52
20
0.00145
-1.481892
AB
853
8,571.065862
4,897.271441
4,266.715227
15
20
CA
55
0
BE
0
1
31
1
200
0
INTERNET
2.853287
linux
0
1
0
4
0
0.9
0.221692
10
21
20
0.025098
-1.487439
AC
556
1,798.508505
2,660.943313
4,376.111283
1
11
CA
129
1
BD
0
1
-1
0
200
0
INTERNET
1.757086
macintosh
1
1
0
4
0
0.9
0.676399
35
11
40
0.021982
-0.619597
AB
822
3,773.316806
4,098.77188
3,126.553945
825
10
CA
189
1
BD
1
1
28
0
1,000
0
INTERNET
14.018034
windows
0
1
0
4
0
0.9
0.082946
-1
33
50
0.024805
33.288027
AA
1,189
1,995.290072
3,840.954859
3,709.52317
16
4
CC
70
1
BC
1
1
1
1
200
0
INTERNET
6.342796
linux
0
1
0
4
0
0.6
0.120914
-1
178
20
0.020478
-1.000422
AC
1,036
1,471.726064
5,608.111659
4,749.235812
1
10
CA
177
0
BB
0
1
-1
0
200
0
INTERNET
9.616281
windows
0
1
0
4
0
0.8
0.878497
83
32
30
11.769789
-1.366546
AC
2,686
8,948.970055
5,819.660733
5,138.821451
1
9
CA
193
1
BC
1
1
-1
0
1,000
0
INTERNET
9.429098
other
1
1
0
4
0
0.2
0.201453
-1
40
30
0.014518
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AD
1,211
4,543.387922
3,037.669267
4,747.055317
1,455
13
CF
104
1
BC
0
1
30
0
200
0
INTERNET
6.955519
other
0
1
0
4
0
0.6
0.827974
-1
195
20
28.95576
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AD
911
569.198713
4,124.74218
4,155.237302
16
10
CA
111
1
BE
1
1
21
0
200
0
INTERNET
2.408675
macintosh
1
1
0
4
0
0.7
0.084595
-1
364
50
0.833105
-1.487365
AD
1,218
10,132.474337
6,610.291779
5,120.847792
9
7
CB
81
1
BD
1
0
30
0
200
0
INTERNET
3.977049
linux
1
1
0
4
0
0.5
0.124757
22
5
30
0.037931
-1.743395
AB
626
5,149.599905
4,957.73408
4,684.346367
232
9
CA
128
0
BC
1
1
2
1
500
0
INTERNET
4.016401
linux
1
1
0
4
0
0.6
0.533204
-1
47
20
0.008176
22.966506
AB
970
6,287.50563
5,965.239156
4,369.382591
1,376
15
CA
127
0
BE
1
1
1
0
200
0
INTERNET
3.565724
windows
1
1
0
4
0
0.1
0.858201
-1
310
20
0.02261
-1.168809
AC
1,748
6,020.113357
4,207.072389
4,978.801
1
7
CA
72
0
BE
0
1
-1
0
200
0
INTERNET
4.411748
macintosh
0
1
0
4
0
0.1
0.137177
-1
145
80
0.018294
32.501693
AA
493
7,833.821165
4,943.005064
4,913.022647
12
6
CD
165
1
BB
0
1
1
1
1,000
0
INTERNET
2.119344
linux
0
1
0
4
0
0.7
0.698808
-1
106
30
0.002315
31.436972
AA
1,863
4,595.287126
5,152.934783
4,408.129245
1,741
23
CA
128
0
BA
0
1
28
0
510
0
INTERNET
5.603402
other
0
1
0
4
0
0.8
0.87594
-1
47
40
0.012555
-0.875154
AC
3,865
6,555.10996
4,509.266963
5,002.306274
1
9
CA
218
1
BA
1
1
-1
1
500
0
INTERNET
1.831817
windows
0
1
0
4
0
0.1
0.336478
-1
33
30
0.022045
-0.967953
AC
761
5,886.822701
5,123.950313
4,387.822307
0
10
CD
84
1
BC
1
0
-1
0
200
0
INTERNET
12.201046
other
1
1
0
4
0
0.1
0.268289
-1
183
40
0.019245
-1.143357
AB
3,178
1,668.841398
4,284.424555
4,280.06308
14
5
CA
71
0
BB
1
0
20
0
200
0
INTERNET
1.087162
linux
0
1
0
4
0
0.3
0.176572
-1
1
50
0.004389
-0.485713
AB
1,242
4,631.112253
5,323.386453
4,367.445016
789
6
CA
243
1
BC
0
1
1
1
1,000
0
INTERNET
6.260255
linux
1
1
0
4
0
0.5
0.560974
11
11
40
0.014645
-1.207069
AC
251
5,439.271209
5,625.098768
4,246.173416
0
9
CA
143
1
BB
0
1
-1
0
200
0
INTERNET
7.536113
other
0
1
0
4
0
0.4
0.675968
-1
23
20
0.021939
-0.744681
AC
1,050
2,161.828759
5,348.06539
5,034.757309
7
8
CA
5
1
BC
0
1
-1
0
200
0
INTERNET
11.817316
other
1
1
0
4
0
0.6
0.443334
-1
44
20
0.009453
36.499564
AA
1,976
9,441.196889
5,269.591784
4,998.261417
1
17
CD
132
1
BB
0
1
20
0
200
0
INTERNET
8.623204
other
0
1
0
4
0
0.9
0.908106
-1
194
50
0.000303
-0.756737
AB
2,140
1,832.082431
3,891.053041
5,009.62582
1,907
12
CA
167
0
BB
0
1
25
0
1,000
0
INTERNET
6.406838
windows
0
1
0
4
0
0.6
0.79708
94
6
20
0.031995
-1.217201
AB
877
8,264.818197
7,037.306063
4,392.241372
24
18
CA
102
0
BC
1
1
28
0
200
0
INTERNET
1.177556
linux
0
1
0
4
0
0.5
0.191213
-1
128
40
0.018904
-1.161055
AB
1,151
6,228.653678
4,789.280301
4,986.107019
1,540
4
CF
118
1
BB
1
0
25
1
200
0
TELEAPP
2.152374
other
1
1
0
4
0
0.9
0.681845
-1
77
20
0.01897
-0.91091
AC
3,806
5,375.74328
4,912.738127
4,329.889385
0
12
CF
99
1
BB
1
0
-1
0
200
0
INTERNET
4.218939
linux
1
1
0
4
0
0.9
0.787099
-1
47
40
0.000706
-0.823272
AC
1,440
2,298.943212
5,013.581584
5,111.435855
1
8
CA
95
1
BB
1
1
-1
0
200
0
INTERNET
5.130748
linux
0
1
0
4
0
0.9
0.866107
121
17
50
0.017538
-1.1142
AD
889
6,799.023378
4,655.711592
4,172.016294
1
9
CA
125
1
BD
0
1
-1
0
200
0
INTERNET
8.443098
other
1
1
0
4
0
0.6
0.871846
-1
144
20
0.038055
-0.140587
AB
3,819
2,559.365319
4,271.678626
4,405.147673
450
8
CA
99
1
BB
0
1
1
0
500
0
INTERNET
17.889008
windows
1
1
0
4
0
0.9
0.517899
-1
32
60
0.945704
-1.085293
AB
818
3,679.80778
4,823.063578
5,003.877435
1
1
CC
140
1
BC
1
1
15
0
200
0
INTERNET
3.064388
linux
0
1
0
4
0
0.5
0.113673
-1
257
20
0.010375
49.887214
AD
796
2,566.239265
3,303.010977
4,461.744685
2
14
CA
147
1
BE
0
1
1
0
200
0
INTERNET
4.983848
other
0
1
0
4
0
0.2
0.463207
28
3
30
0.03292
-1.401879
AB
749
6,395.378861
4,805.859573
4,944.946563
7
9
CA
69
1
BB
0
1
1
0
200
0
INTERNET
22.531985
other
0
1
0
4
0
0.7
0.985387
-1
63
30
0.019355
-1.464221
AD
1,393
3,990.038976
4,913.839808
4,282.574417
11
7
CA
148
0
BA
0
1
1
1
500
1
INTERNET
3.967883
macintosh
0
1
0
4
0
0.8
0.302113
-1
71
40
0.035399
-1.375283
AB
1,373
878.557519
5,302.57189
4,292.4447
220
5
CB
98
0
BC
0
1
15
0
200
0
INTERNET
4.23505
macintosh
1
1
0
4
0
0.7
0.539704
-1
45
30
14.185255
32.594072
AA
1,147
1,015.012423
3,902.675809
5,586.146836
60
7
CA
18
1
BC
0
1
19
0
200
0
INTERNET
7.73996
other
1
1
0
4
0
0.1
0.39751
-1
114
40
0.021036
-0.674247
AC
1,619
5,475.025123
5,501.268775
4,939.098396
0
7
CA
135
1
BC
1
0
-1
1
1,000
0
INTERNET
53.897785
windows
1
1
0
4
0
0.8
0.129718
29
4
20
0.021288
-0.904336
AB
423
8,049.509245
5,591.114107
4,218.74089
41
15
CA
65
1
BC
0
1
28
1
200
0
INTERNET
1.610139
windows
1
1
0
4
0
0.2
0.515628
10
24
30
0.025063
-1.408353
AD
929
12,612.711621
5,273.623109
4,275.91735
16
19
CA
13
0
BC
0
1
30
0
200
0
INTERNET
11.526384
other
1
2
0
4
0
0.3
0.467153
-1
8
30
0.030878
-1.851752
AB
1,299
3,918.285679
2,570.612954
4,161.186264
4
10
CA
117
1
BB
1
1
28
0
500
0
INTERNET
7.757822
linux
0
1
0
4
0
0.5
0.638315
-1
79
30
0.025769
27.156257
AA
1,643
9,008.084659
5,309.834502
4,690.651648
19
8
CA
10
0
BC
1
1
21
0
200
0
INTERNET
2.889322
other
1
1
0
4
0
0.9
0.643739
-1
228
40
0.016106
-1.054424
AC
653
5,990.733417
3,879.1129
5,612.781736
0
5
CC
209
0
BB
1
1
-1
0
200
0
INTERNET
7.867705
linux
0
1
0
4
0
0.9
0.092045
-1
277
30
0.027267
-1.403389
AC
1,583
6,528.460414
5,546.852076
5,338.992531
0
10
CB
154
1
BA
0
1
-1
0
500
0
INTERNET
4.24604
other
0
1
0
4
0
0.9
0.711018
-1
194
40
0.009292
44.295315
AA
586
4,138.790677
5,721.463068
4,504.045892
0
12
CA
127
0
BA
0
1
15
0
200
0
INTERNET
5.99181
other
0
1
0
4
0
0.1
0.908452
-1
48
30
0.003544
-1.287328
AB
1,768
6,183.860819
3,974.849352
4,229.03497
19
7
CC
99
0
BB
1
1
22
0
200
0
INTERNET
1.410755
other
0
1
0
4
0
0.1
0.833974
-1
239
40
0.003161
-0.602269
AB
1,831
8,310.108777
4,919.411424
4,911.266929
21
9
CF
185
1
BE
1
1
10
0
1,500
0
INTERNET
6.945307
windows
0
1
0
4
0
0.3
0.869206
-1
36
50
0.000156
-1.149314
AB
517
4,023.489643
3,196.332284
4,851.261283
41
6
CC
161
0
BC
1
0
1
0
200
0
INTERNET
3.934073
windows
0
1
0
4
0
0.8
0.676687
56
11
20
1.169354
36.924978
AA
1,146
6,764.755087
5,200.803272
4,298.778842
46
10
CA
64
1
BC
0
1
10
0
200
0
INTERNET
2.189902
linux
1
1
0
4
0
0.7
0.865252
-1
24
40
0.010031
-1.146692
AB
926
7,242.600003
5,327.819882
4,804.060227
38
14
CA
155
0
BB
0
1
15
0
500
0
INTERNET
67.492488
windows
1
1
0
4
0
0.7
0.221604
-1
54
30
0.003649
-1.496918
AC
2,214
7,229.602587
5,158.863358
4,453.044901
4
15
CB
-94
0
BC
0
1
-1
0
200
0
INTERNET
6.353271
other
1
1
0
4
0
0.9
0.696934
-1
80
30
0.029473
-0.535048
AB
1,147
3,863.094663
4,582.832525
4,827.813158
17
19
CA
216
1
BA
0
1
1
0
1,500
0
INTERNET
3.992091
windows
0
1
0
4
0
0.2
0.898762
-1
185
20
0.002298
-1.099081
AC
2,683
7,921.232674
5,237.983844
4,390.032934
17
10
CE
109
0
BE
1
1
-1
0
200
0
INTERNET
2.016034
linux
1
1
0
4
0
0.8
0.222434
115
41
60
0.012272
48.299016
AA
2,240
6,986.202253
5,230.781174
3,335.804583
1,352
1
CB
154
0
BB
0
1
6
1
500
0
INTERNET
2.138792
other
1
1
0
4
0
0.3
0.183579
-1
105
40
0.020564
-0.503173
AB
1,601
2,023.125052
3,423.634069
4,881.980871
1
8
CB
152
0
BC
0
0
15
1
2,000
0
INTERNET
1.693978
other
0
1
0
4