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int64
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383
current_address_months_count
int64
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428
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int64
10
90
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float64
0
78.5
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float64
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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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credit_risk_score
int64
-170
389
email_is_free
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
2 values
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
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int64
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0
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int64
0
7
0
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0.907651
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87
40
0.015413
-1.525318
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820
1,506.036781
3,084.91272
3,126.80917
35
4
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340
0
BA
0
1
30
1
1,000
0
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1
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0.2
0.316605
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147
40
0.000537
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1,436
1,913.627354
3,054.595843
3,093.854439
0
5
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107
0
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1
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200
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3.96885
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0
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0
0.2
0.574008
-1
120
40
0.010762
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739
5,642.367222
2,844.467759
3,097.740394
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2
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203
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0.159958
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37
40
1.472708
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554
5,037.175912
2,565.347141
3,103.903128
1,423
7
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153
1
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1
1
28
1
990
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3.495621
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0
0.7
0.254998
36
12
30
0.012423
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1,031
902.569778
2,664.30787
3,069.097993
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148
0
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0.4
0.157964
54
3
30
0.007266
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702
2,862.560635
1,824.82593
3,111.692714
21
3
CB
130
1
BB
1
1
5
0
200
0
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3.253613
windows
1
1
0
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0
0.9
0.553904
-1
155
40
0.016208
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509
1,433.006642
2,267.697975
3,196.703506
9
4
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91
0
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1
1
10
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200
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1.886811
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1
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0.3
0.179396
-1
290
20
0.001591
16.327645
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680
10,896.691836
6,163.256193
4,122.174292
168
10
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80
1
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1
200
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3.770246
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0.8
0.897452
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24
40
0.016302
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1,034
3,975.808992
6,995.575179
5,346.046695
607
11
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241
1
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1
1
10
1
1,500
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8.889399
macintosh
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0.4
0.846067
323
6
30
0.020419
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613
3,275.103815
2,445.875067
3,071.646259
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9
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151
0
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0
1
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500
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14.185386
windows
1
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0
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0
0.1
0.36395
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99
30
0.003701
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1,894
3,321.054495
2,678.396778
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131
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0.474637
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73
30
0.025152
14.666101
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2,090
2,951.266252
3,265.142346
3,520.120178
28
10
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34
1
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1
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200
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0.042097
23.404509
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1,370
2,484.930353
2,796.671914
3,117.928422
5
3
CC
82
1
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200
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0.779275
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182
30
0.016637
49.500209
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532.975732
3,222.876103
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7
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250
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0
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16
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1,900
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1
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7
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0.6
0.018555
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155
40
0.025409
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823
501.4521
3,379.81398
3,104.630294
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8
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179
1
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0.7
0.471235
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67
20
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367
4,546.344786
2,753.569792
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200
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0.695614
102
2
40
0.008447
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840
12,800.261464
3,213.177187
3,097.977706
648
8
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289
0
BB
0
1
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1
1,500
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5.30912
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0.9
0.098559
84
0
40
0.022714
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141
4,774.952365
2,180.09939
3,145.595989
1
11
CA
278
1
BC
0
1
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0
990
0
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windows
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1
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0
0.2
0.83521
-1
32
20
0.010697
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1,229
645.798754
3,188.719308
3,098.914807
1,999
7
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102
1
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0
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21
0
200
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10.795805
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0.9
0.395916
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129
40
0.023902
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950
3,572.444077
2,550.008283
3,051.586555
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3
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281
0
BA
0
1
-1
1
1,500
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INTERNET
2.629585
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1
0
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0
0.7
0.222847
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52
30
0.00035
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AC
577
2,686.924972
3,645.70188
3,154.662691
1
11
CA
138
0
BC
0
1
-1
0
500
0
INTERNET
3.569879
windows
1
1
0
7
0
0.8
0.726829
36
19
20
0.001732
19.920993
AA
1,670
4,017.921058
3,890.615003
4,073.475029
9
7
CE
107
1
BC
0
1
11
0
200
0
INTERNET
1.701006
macintosh
1
1
0
7
0
0.3
0.516042
-1
26
40
0.01925
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AB
217
3,210.976765
2,595.15282
3,198.02696
1,449
2
CD
159
0
BB
1
1
28
0
200
0
INTERNET
8.103798
windows
1
1
0
7
0
0.1
0.59794
-1
141
40
0.000461
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AB
578
4,568.054169
2,782.854433
3,163.729471
10
5
CA
189
0
BB
0
1
25
0
1,000
0
INTERNET
33.883752
windows
0
1
0
7
0
0.1
0.408414
-1
108
30
0.004836
-1.202708
AB
776
1,192.108586
2,488.863103
3,113.787554
16
7
CA
110
0
BE
1
1
15
0
200
0
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5.73005
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0
1
0
7
0
0.4
0.603545
-1
29
40
14.869771
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AA
2,597
4,612.650664
6,677.359882
4,274.825594
17
10
CF
89
1
BB
0
1
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0
500
0
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39.866112
linux
0
1
0
7
0
0.9
0.635956
-1
43
20
0.011937
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AB
431
1,082.183247
3,168.744879
3,030.414406
254
7
CA
101
0
BC
1
0
5
0
200
0
INTERNET
2.046672
windows
0
1
0
7
0
0.5
0.027561
30
23
20
0.019029
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1,686
2,767.813134
2,953.534552
3,019.190356
1,795
20
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176
0
BC
0
1
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0
500
0
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1
0
7
0
0.9
0.639641
58
48
30
0.0159
34.697574
AA
635
3,730.226958
3,018.529607
3,087.014132
13
3
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204
1
BC
1
1
6
0
1,000
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2.189259
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1
1
0
7
0
0.1
0.483902
-1
79
30
0.017065
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731
4,201.948697
2,815.985198
3,558.520313
12
11
CA
175
1
BE
0
0
2
0
200
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3.105591
windows
1
1
0
7
0
0.6
0.678309
-1
102
40
0.003355
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692
2,469.487085
3,583.349981
3,095.915641
12
3
CB
244
1
BA
1
1
15
0
200
0
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2.568993
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1
0
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0
0.1
0.355827
11
4
40
0.009214
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576
5,696.428467
3,054.70007
3,138.164186
10
11
CE
185
1
BB
1
1
1
1
200
0
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4.362161
linux
1
1
0
7
0
0.1
0.751134
-1
127
30
0.010608
-1.05556
AB
333
900.265908
2,941.530596
3,170.292319
3
7
CA
223
0
BB
0
1
1
0
1,500
0
INTERNET
1.708101
linux
1
1
0
7
0
0.9
0.527456
8
0
20
0.003551
-0.60896
AC
3,329
4,155.147322
2,583.299001
3,118.888327
0
14
CA
133
0
BC
1
1
-1
0
500
1
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16.031435
macintosh
1
1
0
7
0
0.9
0.896524
-1
188
20
0.00728
-0.126764
AC
1,157
3,481.28502
3,763.874209
3,185.60841
0
8
CA
61
1
BD
0
1
-1
0
200
0
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4.844255
linux
0
1
0
7
0
0.8
0.420857
103
9
20
0.007507
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AC
873
4,314.355371
4,690.396294
3,162.941468
1
10
CA
176
1
BC
0
1
-1
0
200
0
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4.452594
linux
1
1
0
7
0
0.6
0.189154
-1
22
30
0.029479
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AD
374
1,058.826252
2,972.331893
3,070.979466
249
8
CB
148
1
BC
1
1
15
0
1,000
0
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1.970269
linux
1
1
0
7
0
0.9
0.11229
112
2
30
0.004926
51.111795
AA
1,436
4,990.09886
2,262.552875
3,122.365838
8
4
CA
125
1
BC
0
1
15
0
200
0
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2.149813
linux
0
1
0
7
0
0.7
0.180318
55
4
20
0.021566
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735
4,704.083652
2,640.373828
3,140.735915
1
2
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164
1
BD
0
1
31
0
500
0
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3.373026
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1
0
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0
0.1
0.880657
-1
38
30
0.014979
43.309325
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833
1,636.998192
3,377.601762
3,099.295086
1,731
11
CE
87
1
BE
0
1
11
0
200
0
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4.513266
macintosh
1
1
0
7
0
0.1
0.375245
-1
119
40
0.018939
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AC
1,253
3,242.207542
3,385.876074
5,460.016493
2
3
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142
1
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0
1
-1
0
1,000
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3.532736
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0.2
0.338498
-1
35
20
0.011104
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859
2,628.794994
3,458.414403
3,117.38771
0
10
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72
0
BB
0
1
-1
0
200
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30.897709
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1
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0
0.7
0.295392
-1
113
30
0.023833
37.726845
AA
1,126
4,542.106057
4,642.904208
3,059.032251
1,518
13
CA
71
1
BC
0
1
28
0
200
0
INTERNET
4.59831
other
0
1
0
7
0
0.5
0.062319
117
4
30
0.015572
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AB
640
3,137.460822
2,559.60928
3,142.455547
1
10
CA
190
0
BC
0
1
1
0
1,000
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9.560556
linux
0
1
0
7
0
0.8
0.166463
-1
41
40
0.014892
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AD
671
4,726.923224
3,628.559778
3,073.507662
17
14
CB
79
0
BC
0
1
14
0
200
0
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6.479556
linux
1
1
0
7
0
0.7
0.524666
-1
42
30
0.042116
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AD
659
4,507.649249
3,124.625541
3,082.657091
11
6
CD
108
0
BC
0
1
15
0
200
0
INTERNET
2.554063
other
1
1
0
7
0
0.2
0.654907
-1
126
10
0.003919
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AC
284
2,596.035937
2,886.380775
3,133.26545
1
6
CA
187
0
BE
1
1
-1
0
990
0
INTERNET
8.583576
linux
1
1
0
7
0
0.6
0.384155
49
13
30
0.024482
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AB
1,986
2,939.063836
1,857.509752
3,123.46881
20
14
CA
126
0
BC
0
1
16
0
200
0
INTERNET
6.189531
linux
1
1
0
7
0
0.5
0.178587
-1
75
20
0.007562
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AB
1,403
3,990.949983
2,724.266389
3,033.298411
1,681
11
CA
227
0
BB
1
1
10
0
200
0
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6.913595
other
1
1
0
7
0
0.9
0.745835
-1
27
20
0.007394
43.852193
AA
414
4,371.121172
2,256.718686
3,050.547287
6
15
CA
124
0
BC
0
0
28
0
500
0
INTERNET
5.253609
windows
0
1
0
7
0
0.3
0.367991
-1
109
20
0.003775
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AC
2,631
5,354.642126
3,616.218142
3,155.347881
0
8
CA
89
0
BB
1
1
-1
0
200
0
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1.353244
other
1
1
0
7
0
0.6
0.546239
-1
31
50
0.026095
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AC
378
3,176.18671
3,137.757319
3,101.062951
5
5
CA
125
1
BB
0
1
11
0
200
0
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54.308644
linux
1
1
0
7
0
0.5
0.49759
-1
92
40
0.011807
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AC
1,245
6,103.812455
4,088.706173
5,293.953775
1
7
CB
141
1
BA
0
1
5
0
1,500
0
INTERNET
33.63167
windows
0
1
0
7
0
0.8
0.480689
11
0
20
0.003015
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AD
832
4,212.310214
3,041.577017
3,081.866735
11
8
CA
100
1
BC
1
1
2
0
200
0
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0.782567
macintosh
0
1
0
7
0
0.8
0.928308
-1
374
40
0.010835
30.558474
AA
545
1,668.758503
3,744.586537
3,146.128309
5
5
CB
288
0
BA
1
1
28
0
1,500
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17.857196
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1
1
0
7
0
0.8
0.570785
-1
143
30
0.011611
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AB
324
3,668.688719
2,333.858319
3,131.049922
14
8
CA
44
1
BB
0
1
11
0
200
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9.228677
windows
0
1
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7
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0.7
0.618721
37
11
40
0.024572
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AD
426
1,368.233127
6,703.873866
3,099.2595
5
10
CA
229
1
BB
1
1
1
1
500
0
INTERNET
5.990841
windows
0
1
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0.9
0.037209
-1
37
20
0.018536
-1.22759
AD
1,178
1,723.369412
4,943.786822
4,105.627728
176
7
CA
134
0
BC
1
1
28
0
500
0
INTERNET
4.738857
linux
1
1
0
7
0
0.8
0.672173
52
131
30
0.010012
-0.316337
AB
219
3,030.661991
2,066.114292
3,164.499593
16
4
CA
258
1
BA
0
1
1
0
990
0
INTERNET
17.405308
linux
1
1
0
7
0
0.8
0.724619
-1
122
30
0.044455
-0.922072
AB
526
575.624592
3,364.837611
3,147.535105
9
10
CA
233
1
BB
1
1
28
0
1,000
0
INTERNET
6.162674
linux
1
1
0
7
0
0.9
0.709634
-1
39
40
0.011312
-1.208003
AC
1,940
3,058.737608
3,211.861576
3,063.959218
0
9
CA
101
1
BC
1
1
-1
1
200
0
INTERNET
1.463387
linux
1
1
0
7
0
0.9
0.45517
-1
26
30
0.015381
-0.70112
AB
681
1,335.735103
1,979.483577
3,157.812146
17
8
CE
193
0
BB
0
1
1
0
490
0
INTERNET
1.532156
linux
1
1
0
7
0
0.9
0.893049
31
43
20
0.017912
50.392024
AA
1,598
2,040.356803
5,191.250645
3,129.965517
24
20
CA
96
1
BC
0
1
6
0
1,000
0
INTERNET
10.85992
linux
0
1
0
7
0
0.1
0.661085
-1
24
20
0.022932
-1.681142
AB
503
920.726014
2,507.852729
3,123.978665
29
11
CA
114
1
BC
1
1
2
0
200
0
INTERNET
3.397877
linux
1
1
0
7
0
0.4
0.148551
-1
22
20
0.001109
-1.212319
AD
953
5,436.058465
4,034.784014
3,187.116659
12
7
CA
57
1
BE
1
1
11
0
200
0
INTERNET
27.552178
windows
0
1
0
7
0
0.7
0.149371
-1
29
40
0.039313
-1.065455
AB
1,011
3,895.696515
5,230.568151
3,084.720512
7
3
CA
124
0
BC
1
0
11
1
500
0
INTERNET
3.07108
windows
1
1
0
7
0
0.9
0.02337
-1
360
50
0.01202
-0.85294
AC
607
3,493.980705
2,025.888594
3,098.660528
0
2
CA
288
0
BB
0
1
-1
0
2,000
0
INTERNET
8.953713
windows
1
1
0
7
0
0.1
0.301053
-1
62
50
0.002353
-1.076654
AB
857
4,120.612551
3,369.169749
5,304.576344
886
1
CA
281
1
BB
1
0
10
1
1,500
0
INTERNET
3.621491
windows
1
1
0
7
0
0.4
0.51196
56
8
50
0.005768
-1.448796
AB
4,674
14,976.02246
7,239.151177
6,400.577529
1
8
CA
44
0
BB
0
1
-1
0
200
0
INTERNET
18.366807
windows
1
1
0
7
0
0.7
0.087205
59
11
30
0.018504
-1.049645
AB
510
3,404.87142
2,718.320022
3,037.6602
11
7
CA
171
0
BB
1
1
1
1
500
0
INTERNET
1.041591
linux
1
1
0
7
0
0.9
0.365739
-1
119
30
0.02645
-1.108133
AB
261
1,074.021237
2,274.787436
3,087.038976
16
6
CA
271
0
BA
1
1
10
0
1,500
0
INTERNET
0.740563
windows
0
1
0
7
0
0.9
0.36125
77
26
40
0.022383
-0.924992
AB
478
3,624.726496
3,266.507074
3,154.715746
12
11
CA
107
0
BA
1
1
15
0
200
0
INTERNET
5.390126
other
1
1
0
7
0
0.9
0.622635
-1
76
50
0.018427
-1.275558
AB
1,390
3,323.283478
3,393.989575
3,184.326391
5
2
CD
125
0
BB
1
1
-1
1
200
0
INTERNET
3.438459
linux
1
1
0
7
0
0.9
0.905433
-1
122
40
0.005728
-0.444803
AB
1,372
1,101.960388
2,580.009865
3,139.552426
17
5
CA
196
1
BC
1
1
11
0
1,500
0
INTERNET
2.20059
linux
1
1
0
7
0
0.4
0.613537
10
-1
20
0.000679
-1.307158
AC
584
12,333.832339
3,670.961765
3,188.224599
0
9
CA
104
0
BB
1
1
-1
0
200
0
INTERNET
5.887613
windows
1
1
0
7
0
0.9
0.44088
178
13
20
0.013149
-0.979611
AC
763
4,916.987628
4,061.892806
3,103.887226
1
4
CA
229
1
BC
0
1
-1
0
1,500
0
INTERNET
8.054287
other
1
1
0
7
0
0.5
0.336519
52
2
30
0.013815
-1.252783
AC
312
1,242.039356
3,411.667662
3,173.53406
0
11
CA
95
1
BC
0
1
-1
0
200
0
INTERNET
2.665973
linux
1
1
0
7
0
0.1
0.462919
-1
60
30
0.035149
-1.721472
AC
741
3,181.336314
3,049.833307
3,092.057705
1
7
CF
93
1
BB
0
1
-1
0
200
0
INTERNET
9.246196
other
0
1
0
7
0
0.9
0.515597
-1
122
30
0.022179
-0.301283
AD
714
3,574.312822
3,308.515714
3,124.581214
15
6
CA
85
1
BA
1
1
10
0
200
0
INTERNET
4.287274
windows
0
1
0
7
0
0.6
0.891985
-1
25
20
0.002001
-1.150216
AD
864
3,062.400506
3,355.349836
3,121.988844
19
8
CA
117
1
BC
1
1
28
0
200
0
INTERNET
13.939236
linux
1
1
0
7
0
0.4
0.713123
-1
48
30
0.000092
51.385355
AA
713
3,239.09383
2,519.728042
3,121.062822
218
12
CA
108
1
BC
0
1
11
0
200
0
INTERNET
13.615522
other
1
1
0
7
0
0.5
0.237035
-1
20
30
0.01204
-1.032404
AC
505
365.275775
2,744.472644
3,072.020058
11
5
CE
114
1
BB
1
0
10
0
200
0
INTERNET
4.217539
windows
0
1
0
7
0
0.8
0.992965
50
12
30
0.007861
-1.113651
AB
983
8,349.216744
4,809.727858
3,132.724496
7
7
CA
80
0
BC
0
1
11
0
200
0
INTERNET
5.038176
linux
0
1
0
7
0
0.7
0.360141
25
5
20
0.004663
-1.167514
AC
437
2,245.266046
2,258.269898
3,141.426063
0
22
CA
133
0
BC
0
1
-1
0
200
0
INTERNET
7.161251
linux
1
1
0
7
0
0.8
0.38014
60
7
40
0.017031
-1.298145
AC
492
2,084.773934
2,172.031927
3,120.548456
0
10
CB
123
0
BC
0
1
-1
0
200
0
INTERNET
2.784045
windows
1
1
0
7
0
0.8
0.131214
-1
276
30
0.004033
-0.94261
AB
848
3,828.006713
2,018.448041
3,141.28512
13
7
CA
210
0
BD
0
0
2
0
1,000
0
INTERNET
8.490114
other
1
1
0
7
0
0.9
0.102032
-1
98
30
0.011563
-1.176125
AC
101
3,865.834164
2,254.127362
3,108.615812
0
4
CA
87
0
BC
1
1
-1
0
200
0
INTERNET
5.091728
other
1
1
0
7
0
0.9
0.118253
-1
34
30
0.001102
-0.676875
AB
487
2,708.447492
5,491.460037
3,171.725682
15
10
CB
187
0
BC
0
1
1
0
500
1
INTERNET
2.955814
windows
1
1
0
7
0
0.9
0.371072
13
9
30
0.020022
-0.235684
AB
262
4,927.311406
3,507.488155
3,161.137377
11
11
CA
211
1
BC
0
1
31
0
1,000
0
INTERNET
7.837937
macintosh
1
1
0
7
0
0.8
0.062674
61
5
20
0.030511
-0.814344
AB
501
3,996.091174
2,497.044936
3,172.492534
14
9
CA
245
1
BC
0
1
-1
0
200
0
INTERNET
18.4902
linux
1
1
0
7
0
0.4
0.425559
9
14
10
8.583207
-1.363286
AA
699
7,418.241035
3,443.291343
5,341.113252
2
7
CA
32
1
BC
1
1
20
0
200
0
INTERNET
25.267619
linux
1
1
0
7
0
0.8
0.510913
-1
28
50
0.017359
-1.644248
AB
724
1,174.932085
3,282.119201
3,137.861206
33
14
CA
121
1
BC
0
1
1
0
200
0
INTERNET
0.782776
windows
1
1
0
7
0
0.2
0.533964
-1
86
20
0.008133
-1.603691
AB
350
3,867.62203
3,123.964043
3,100.305986
6
7
CA
86
0
BA
1
1
30
1
200
0
INTERNET
4.1955
windows
1
1
0
7
0
0.9
0.477182
-1
36
40
0.018951
45.897286
AA
978
4,698.803329
2,747.267424
3,053.966062
2
3
CA
234
0
BA
0
1
30
0
2,000
0
INTERNET
3.795001
other
1
1
0
7
0
0.8
0.420036
27
2
20
29.784791
25.086498
AA
1,486
4,178.852002
3,110.741354
3,793.611174
639
2
CA
16
0
BC
0
1
21
0
200
0
INTERNET
11.894001
other
1
1
0
7
0
0.4
0.470541
-1
44
10
0.024124
11.252021
AA
1,259
7,246.104551
3,687.673246
3,092.795456
14
3
CA
131
0
BC
1
1
25
1
200
0
INTERNET
1.124697
other
0
1
0
7
0
0.9
0.939283
-1
31
10
0.017273
-1.000933
AD
663
1,932.95649
2,983.560762
3,134.554633
16
6
CA
210
1
BD
1
1
30
0
490
0
INTERNET
7.921131
windows
1
1
0
7
0
0.1
0.748166
64
17
40
0.022315
-1.443572
AB
442
3,304.356751
2,466.964111
3,069.070442
10
10
CA
111
1
BB
1
1
11
0
200
0
INTERNET
1.384116
linux
0
1
0
7
0
0.4
0.17538
-1
43
30
0.009999
-1.78558
AB
861
1,688.699153
6,067.682309
3,099.326729
9
23
CA
161
1
BB
0
1
15
0
500
0
INTERNET
5.440309
macintosh
0
1
0
7
0
0.1
0.175225
-1
46
50
0.033394
9.435932
AA
2,384
4,978.118247
4,519.579258
5,049.717453
1,252
4
CA
106
0
BC
0
1
26
0
200
1
INTERNET
12.150863
other
1
1
0
7