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383
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int64
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428
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int64
10
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days_since_request
float64
0
78.5
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float64
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113
payment_type
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int64
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6.7k
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float64
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float64
1.3k
9.51k
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float64
2.83k
6.99k
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int64
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2.39k
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0
39
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stringclasses
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int64
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389
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int64
0
1
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stringclasses
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int64
0
1
phone_mobile_valid
int64
0
1
bank_months_count
int64
-1
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
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0.426845
105
6
20
0.014788
-1.258265
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239
1,100.075161
3,283.978834
3,179.475872
2
8
CA
100
1
BB
1
1
1
1
200
1
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1
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0.5
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7
30
0.02054
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986
2,669.887509
4,601.790821
4,939.8196
1
9
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142
0
BB
1
0
15
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500
0
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1
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4
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0.9
0.811886
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36
20
0.003434
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2,019
7,470.601176
5,218.914275
4,711.693415
13
8
CA
40
1
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0
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25
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4,735.810316
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11
15
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31
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0.8
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0.005094
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1,779
4,946.751377
5,670.011258
4,506.370864
237
6
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92
1
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0.8
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7
30
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1,196
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5,764.536643
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10
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175
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1,000
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x11
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0.3
0.791034
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215
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0.020144
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4,071
5,513.635617
3,470.728462
5,056.360559
1,432
3
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93
0
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1
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20
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975
8,132.849427
3,220.967733
4,176.638309
11
18
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173
1
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0
1
10
1
200
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1
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0
0.7
0.308927
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82
40
0.011384
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1,330
5,092.39952
3,645.359012
4,327.63484
1
9
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153
1
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0
1
28
0
500
0
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0.3
0.498076
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11
30
0.026977
30.220091
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1,676
3,033.73747
3,656.734457
4,719.107481
1,703
14
CA
132
0
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1
28
1
200
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0
1
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4
0
0.2
0.37185
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169
50
0.030806
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1,307
9,627.076964
6,230.299531
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230
1
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20
0.022502
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683
7,975.128259
5,760.638075
4,274.136009
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7
CA
141
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21
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200
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macintosh
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0.9
0.264682
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107
30
0.011145
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1,634
2,776.391024
5,018.371535
4,791.922612
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3
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152
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1,000
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0.6
0.028011
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25
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0.016348
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682
6,723.388885
5,456.751032
4,218.361288
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6
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76
1
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21
0
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linux
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1
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0.9
0.032409
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145
40
0.013107
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3,092
7,723.403085
5,692.553932
4,831.884507
1,719
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0.428237
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130
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0.002928
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866
5,712.737527
4,611.994022
4,390.014798
1
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92
1
BA
1
1
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200
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0.188911
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48
40
0.005816
31.009521
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1,672
7,826.474728
5,796.39143
4,958.199873
1,902
11
CA
137
1
BB
0
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15
1
500
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INTERNET
1.662392
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0.6
0.543869
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75
50
0.012909
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1,734
4,811.330785
2,831.193457
4,165.883802
21
13
CA
56
1
BC
1
1
25
0
200
1
INTERNET
1.126499
windows
1
1
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4
0
0.8
0.2786
-1
74
50
0.022854
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2,573
2,688.261233
3,974.04073
4,982.546968
20
2
CB
122
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BA
0
1
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200
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0.9
0.238649
-1
30
40
0.009495
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AB
2,329
3,980.418579
3,041.906246
4,231.968997
10
13
CA
90
1
BB
1
1
1
0
200
0
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6.38155
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4
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0.1
0.751376
-1
46
40
0.001644
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AC
2,669
6,855.579928
4,090.060077
4,212.698722
1
8
CA
81
1
BB
0
1
-1
1
200
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1.621264
linux
1
1
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4
0
0.6
0.383526
32
11
10
0.008142
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995
2,764.10663
3,008.337902
3,908.158469
817
10
CA
116
1
BE
0
0
11
0
200
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6.073343
macintosh
0
1
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4
0
0.8
0.26787
58
44
30
19.894641
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AC
2,702
4,713.875012
3,376.241204
4,414.554479
0
10
CA
92
0
BB
0
1
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200
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2.431534
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1
0
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0
0.4
0.359479
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231
50
0.007797
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2,914
3,140.870581
5,449.946692
4,385.998254
8
5
CA
186
0
BE
1
1
28
0
1,000
0
INTERNET
5.769279
macintosh
1
1
0
4
0
0.6
0.998672
99
10
30
0.029768
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1,477
2,806.464334
4,158.766282
4,319.041035
1
13
CA
83
1
BC
1
1
-1
0
200
0
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linux
1
1
0
4
0
0.9
0.040483
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29
30
0.046016
29.914726
AA
1,303
3,996.073468
4,369.291247
4,807.500634
610
8
CA
169
1
BC
0
1
11
1
200
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2.4043
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1
0
4
0
0.8
0.164554
-1
116
50
0.014557
32.679783
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906
5,758.931209
5,385.780918
5,069.088471
9
9
CA
119
0
BC
0
1
20
0
200
0
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8.223896
windows
1
1
0
4
0
0.8
0.331448
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31
20
0.002568
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AD
947
8,270.332429
5,098.56682
5,167.068267
11
11
CA
151
1
BC
1
1
15
0
200
0
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25.714793
linux
1
1
0
4
0
0.9
0.597443
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151
30
0.015082
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1,159
6,456.682977
5,689.642263
4,214.874458
802
7
CB
89
0
BC
0
1
11
1
200
0
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1
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4
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0.7
0.688894
-1
14
40
25.520924
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3,083
3,454.750286
4,885.768466
4,197.209508
0
8
CA
107
1
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0
1
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200
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4.68566
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1
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4
0
0.1
0.17011
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329
50
0.013775
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1,300
5,710.821731
5,744.944916
5,022.728575
1
6
CD
96
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1
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200
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3.768101
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1
0
4
0
0.1
0.903428
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211
50
0.002995
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2,265
2,944.928235
4,587.330652
4,419.741944
0
4
CA
86
1
BB
1
0
-1
1
200
1
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9.910174
linux
1
1
0
4
0
0.3
0.356612
-1
39
20
0.010479
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2,026
5,192.132266
4,429.157399
5,043.638876
0
13
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139
0
BB
0
1
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200
0
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2.306825
other
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0.9
0.077563
-1
276
50
0.01127
49.481037
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1,546
5,461.900554
3,607.991488
4,331.409237
2
3
CA
180
0
BA
1
1
10
0
500
0
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3.073865
windows
0
1
0
4
0
0.3
0.454287
-1
249
50
0.007862
49.045004
AA
784
2,247.201678
4,607.447322
4,768.636274
1
2
CA
300
0
BA
0
1
15
1
1,500
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34.930267
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1
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4
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0.1
0.576092
-1
129
40
0.003318
-1.185083
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803
9,947.416633
5,680.250595
5,118.275868
1,676
8
CA
113
0
BA
1
0
22
0
200
0
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1.703684
windows
0
1
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4
0
0.7
0.990059
82
4
50
0.034897
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AB
1,062
6,174.650483
3,534.987422
4,888.953094
42
11
CC
156
1
BB
1
1
15
0
500
0
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22.821714
linux
1
1
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4
0
0.4
0.986367
-1
159
20
0.013827
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1,061
7,858.997061
7,040.084005
4,287.035638
1,743
19
CA
161
0
BE
1
0
26
0
1,000
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2.479631
windows
0
1
0
4
0
0.8
0.174564
-1
66
40
0.020319
30.455241
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1,056
6,205.030086
4,710.725706
4,228.952743
12
10
CB
107
0
BC
0
1
21
0
200
0
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3.833082
other
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1
0
4
0
0.7
0.075312
-1
367
20
0.009177
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2,189
6,462.205024
7,599.483633
5,165.344422
29
20
CC
102
1
BB
1
1
1
1
200
0
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20.871142
linux
0
1
0
4
0
0.3
0.412519
49
23
30
0.018356
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AA
1,401
8,035.880087
5,382.837121
4,397.806385
3
16
CB
92
1
BC
1
1
16
0
200
0
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8.725255
windows
1
1
0
4
0
0.9
0.183918
-1
237
40
0.001907
12.42731
AA
920
4,882.81215
2,597.902043
4,988.228115
11
10
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207
0
BA
0
1
31
0
200
0
INTERNET
7.627573
x11
0
1
0
4
0
0.9
0.609624
-1
198
60
0.022833
-1.064035
AC
1,176
5,882.046596
8,730.839505
5,447.914357
0
5
CC
80
1
BA
1
1
-1
1
200
0
INTERNET
5.479445
linux
0
2
0
4
0
0.6
0.245174
-1
30
20
0.022733
-1.530158
AB
629
1,426.00583
2,858.152709
4,184.864599
9
11
CE
254
1
BB
0
1
1
0
200
0
INTERNET
5.62113
other
0
1
0
4
0
0.6
0.274499
-1
133
60
0.015519
-1.01586
AB
1,337
4,016.931505
2,953.272525
4,943.408067
13
2
CC
124
0
BB
1
1
10
0
200
0
INTERNET
12.002244
linux
1
1
0
4
0
0.6
0.699717
-1
209
60
0.029055
-0.885945
AB
1,046
5,883.979686
5,890.333944
4,276.715671
1
4
CC
94
1
BA
1
0
30
0
200
0
INTERNET
2.772588
windows
1
1
0
4
0
0.7
0.113771
35
5
60
0.004208
-0.568616
AB
849
4,943.845408
3,644.963927
3,146.50752
12
6
CA
155
1
BA
0
1
10
0
500
0
INTERNET
1.583064
windows
0
1
0
4
0
0.2
0.489862
-1
75
20
2.483943
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AB
1,588
6,209.913367
3,858.926496
4,396.942033
798
17
CA
120
0
BB
1
1
30
0
200
0
INTERNET
8.053973
other
1
1
0
4
0
0.2
0.19508
33
2
30
16.885335
-1.44599
AB
429
5,570.368261
4,423.305435
4,995.624927
15
13
CF
143
1
BB
0
0
25
0
990
0
INTERNET
3.3342
windows
1
1
0
4
0
0.9
0.635031
19
16
20
0.002171
-1.035529
AB
1,163
6,357.207764
3,652.291715
4,383.862382
11
8
CA
95
0
BC
1
1
6
1
200
0
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2.707444
linux
0
1
0
4
0
0.6
0.231484
-1
25
40
0.038785
-1.587592
AD
768
5,676.485951
4,291.715953
4,220.125329
16
9
CA
130
0
BB
0
1
25
0
200
0
INTERNET
5.776842
other
1
1
0
4
0
0.6
0.260025
-1
84
30
0.007586
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AB
2,346
1,696.069199
3,475.471125
3,135.313328
12
14
CA
173
0
BA
0
1
11
0
1,000
0
INTERNET
22.496545
windows
1
1
0
4
0
0.4
0.088147
-1
196
20
0.033204
1.415957
AA
2,006
8,330.312154
5,354.361779
4,258.259506
13
5
CA
79
1
BE
1
1
1
0
200
0
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3.631793
windows
1
1
0
4
0
0.1
0.797496
31
16
20
12.835589
-1.01624
AB
1,052
8,426.491863
4,947.806233
4,862.69857
7
7
CA
82
1
BC
1
1
29
0
200
0
INTERNET
15.106496
linux
0
1
0
4
0
0.2
0.021367
-1
201
30
0.010018
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AA
2,546
7,436.348904
5,077.358253
4,426.406369
2,095
16
CA
78
0
BB
0
1
30
1
200
0
INTERNET
3.637296
windows
0
1
0
4
0
0.4
0.136136
11
33
10
0.01255
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AB
1,297
4,715.130781
5,654.861726
4,820.534062
39
10
CA
139
0
BC
0
1
6
0
510
0
INTERNET
5.178764
other
1
1
0
4
0
0.1
0.525802
33
20
20
0.015397
-1.515954
AC
391
7,681.343416
4,742.797656
4,329.544038
0
11
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71
1
BE
1
1
-1
0
200
0
INTERNET
9.029263
other
0
1
0
4
0
0.5
0.186346
-1
312
20
0.022898
-0.816434
AD
1,406
5,134.317392
3,947.554391
4,977.416318
13
13
CA
144
1
BE
0
0
28
0
200
0
INTERNET
5.807216
linux
1
1
0
4
0
0.3
0.411599
-1
137
20
0.017412
-0.94635
AB
1,741
1,299.374366
6,163.645062
4,424.323896
16
22
CA
71
1
BE
1
1
25
0
200
0
INTERNET
3.373084
other
1
1
0
4
0
0.8
0.120539
24
17
20
0.050456
28.464011
AB
1,318
6,725.923976
5,638.169435
5,053.345807
553
10
CA
156
1
BC
1
1
10
1
500
0
INTERNET
6.880046
other
1
1
0
4
0
0.7
0.550981
23
6
30
0.013915
-1.203172
AC
1,732
8,586.310401
5,977.901716
5,042.421351
0
18
CA
87
1
BB
0
1
-1
0
200
0
INTERNET
10.426725
other
1
1
0
4
0
0.3
0.800658
-1
108
30
0.007536
-0.993425
AD
2,881
7,123.198061
4,838.582228
4,255.359497
6
7
CF
97
1
BB
1
0
1
1
1,500
0
INTERNET
3.322983
windows
1
1
0
4
0
0.4
0.99559
-1
61
40
0.022732
-1.005726
AC
1,520
3,213.516549
4,561.408002
4,286.117704
1
10
CA
182
0
BB
1
1
-1
1
1,000
0
INTERNET
2.172526
linux
0
1
0
4
0
0.9
0.71712
-1
148
40
0.016722
-0.058295
AD
1,306
837.17855
4,281.407614
4,383.063895
701
13
CA
189
1
BE
0
1
1
0
500
0
INTERNET
3.384019
other
1
1
0
4
0
0.4
0.430993
26
13
30
0.019173
-0.716911
AD
1,665
5,049.295614
4,660.464225
4,847.178913
10
3
CA
80
1
BC
1
0
15
1
200
0
INTERNET
4.01226
linux
0
1
0
4
0
0.1
0.407381
-1
111
30
0.017199
-1.098512
AC
1,507
6,412.357326
4,384.322827
5,033.671942
0
7
CD
56
0
BB
0
1
-1
1
200
0
INTERNET
2.256479
linux
1
1
0
4
0
0.9
0.802716
-1
20
40
0.000135
-0.75229
AB
845
3,707.106627
3,496.922451
4,909.83617
98
9
CA
209
0
BC
1
1
1
1
1,500
0
INTERNET
1.905522
other
0
1
0
4
0
0.3
0.210654
-1
127
40
0.005605
31.976805
AA
688
8,228.085594
5,872.346801
4,336.432592
17
5
CE
124
0
BE
1
1
10
1
500
0
INTERNET
7.121083
windows
0
1
0
4
0
0.3
0.995918
-1
66
20
0.021975
21.513151
AA
2,804
7,767.264995
4,622.250543
4,966.467397
13
6
CA
148
1
BC
1
1
15
0
200
0
INTERNET
5.009994
windows
1
1
0
4
0
0.9
0.835604
-1
26
30
0.016938
-0.957224
AB
1,050
1,426.038122
3,176.133769
4,997.824898
743
16
CA
330
0
BC
1
1
1
0
1,000
0
INTERNET
5.920622
windows
0
1
0
4
0
0.6
0.847914
-1
46
40
0.004887
-0.756771
AC
969
2,573.741966
4,165.619535
4,820.404266
1
10
CA
96
1
BB
0
1
-1
0
200
0
INTERNET
1.794211
linux
1
1
0
4
0
0.7
0.018965
-1
64
30
19.393537
-1.081053
AB
859
1,872.441738
5,423.247843
4,707.898719
9
20
CA
88
0
BA
0
1
28
0
200
0
INTERNET
4.196055
linux
1
1
0
4
0
0.9
0.549388
12
9
40
0.00049
-0.578315
AB
1,889
9,738.168559
6,799.73965
4,926.933491
28
11
CA
125
1
BC
0
1
31
0
500
0
INTERNET
8.587001
macintosh
0
1
0
4
0
0.8
0.465254
101
118
30
0.039412
-1.148067
AD
1,930
9,888.616096
6,697.454649
3,176.449969
8
2
CA
33
0
BC
1
1
2
0
200
0
INTERNET
4.864028
windows
1
1
0
4
0
0.7
0.994871
88
187
30
0.013556
-0.761117
AC
3,403
6,108.481774
3,944.637876
4,290.138512
11
2
CA
162
0
BA
0
1
21
1
1,000
0
INTERNET
14.20492
windows
0
1
0
4
0
0.5
0.223994
-1
145
40
0.011332
-0.297771
AB
3,641
10,891.989411
6,069.244618
5,145.997388
572
5
CA
190
1
BA
1
1
28
1
1,500
0
INTERNET
4.472679
linux
1
1
0
4
0
0.5
0.086048
27
6
20
0.004085
-1.286201
AB
2,044
1,301.517048
3,593.713399
4,968.10665
20
10
CA
120
1
BC
1
1
22
0
200
0
INTERNET
18.033648
linux
1
1
0
4
0
0.4
0.82349
-1
87
30
10.869096
11.112803
AA
1,025
8,247.813274
5,403.38938
5,017.045037
0
5
CA
74
1
BB
1
1
31
1
200
0
INTERNET
3.709106
linux
1
1
0
4
0
0.1
0.895706
-1
122
40
0.013049
-0.589309
AC
1,092
6,761.400961
4,681.630216
3,956.421506
0
6
CA
92
0
BC
1
0
-1
0
200
0
INTERNET
7.118078
windows
1
2
0
4
0
0.6
0.364586
31
31
30
0.007418
-1.140602
AC
1,296
5,167.269638
3,409.722051
4,193.730638
0
11
CA
95
1
BD
1
1
-1
0
200
0
INTERNET
12.151845
linux
1
1
0
4
0
0.9
0.122365
-1
56
30
0.011956
25.137737
AA
2,757
4,668.257887
3,474.235724
4,328.573412
0
6
CA
116
1
BC
1
1
-1
1
200
0
INTERNET
3.321223
other
1
1
0
4
0
0.6
0.152178
-1
25
20
0.011872
12.008929
AA
930
3,471.282317
5,912.055457
4,328.827129
13
8
CA
162
1
BC
0
1
6
0
500
0
INTERNET
8.530944
windows
0
1
0
4
0
0.8
0.997228
-1
197
70
0.017252
49.821475
AA
3,171
917.683123
5,155.117673
4,303.445261
33
6
CB
186
1
BC
1
1
20
1
1,000
0
INTERNET
7.334477
linux
0
1
0
4
0
0.1
0.685529
-1
105
30
0.005991
-0.796792
AD
1,272
3,274.138072
3,541.496453
4,340.126793
1,464
10
CA
82
1
BE
1
1
1
0
200
1
INTERNET
2.43654
other
0
1
0
4
0
0.8
0.895652
-1
14
40
0.008525
-0.675489
AB
734
5,207.970552
4,350.772175
4,884.717985
16
8
CA
103
1
BC
0
1
21
0
200
0
INTERNET
5.103119
windows
0
1
0
4
0
0.1
0.465206
91
11
30
0.00621
-1.664595
AC
1,196
5,063.446099
3,787.352298
4,391.147985
1
12
CF
116
0
BB
0
1
-1
0
200
0
INTERNET
1.682246
linux
1
1
0
4
0
0.8
0.364965
28
8
30
0.024555
-1.84362
AC
456
7,213.02715
4,533.396919
5,147.571048
1
11
CA
142
0
BB
0
1
16
0
200
0
INTERNET
6.322681
linux
0
1
0
4
0
0.1
0.878419
-1
247
20
0.01895
-1.046089
AC
3,717
3,175.926308
5,318.378021
4,432.891629
0
13
CE
108
0
BE
0
1
-1
0
200
0
INTERNET
1.582764
windows
1
1
0
4
0
0.3
0.117081
-1
29
20
0.019531
-1.091814
AB
1,491
2,769.852753
2,821.450491
5,027.393846
2
16
CA
163
1
BB
0
1
1
0
500
0
INTERNET
2.548765
windows
0
1
0
4
0
0.3
0.945644
-1
60
20
0.011664
-1.453488
AB
1,344
10,802.493859
5,481.88265
5,187.485215
9
13
CA
120
1
BE
0
1
30
0
200
0
INTERNET
4.233084
linux
1
1
0
4
0
0.6
0.17678
-1
113
30
0.013331
-1.120126
AB
1,427
10,106.569123
5,918.489213
4,787.046082
5
9
CA
78
0
BC
0
1
1
0
200
0
INTERNET
2.362999
linux
1
1
0
4
0
0.9
0.873816
-1
49
30
0.005154
-0.471186
AC
2,048
4,677.118862
2,909.447659
4,925.963572
1
6
CD
85
1
BB
0
1
-1
0
200
0
INTERNET
9.754327
linux
0
1
0
4
0
0.6
0.101273
-1
56
30
0.005187
-1.318084
AB
1,408
5,519.115265
3,468.886974
3,765.152557
1,888
7
CB
115
1
BC
1
1
30
0
200
0
INTERNET
3.549621
other
1
1
0
4
0
0.8
0.75137
31
1
30
0.006241
100.296202
AD
1,230
8,911.922046
5,463.965952
4,809.25131
5
18
CA
114
1
BC
0
1
21
0
500
0
INTERNET
2.705222
other
1
1
0
4
0
0.3
0.284707
-1
44
30
0.029868
-0.689707
AB
934
4,094.683133
6,872.934323
3,704.595229
17
8
CA
149
1
BB
0
1
1
1
200
0
INTERNET
4.708408
linux
0
1
0
4
0
0.8
0.739532
14
8
20
0.00036
-0.679562
AC
2,297
2,801.278767
5,495.047035
4,717.920586
11
22
CB
115
1
BC
0
1
-1
0
200
0
INTERNET
4.097894
other
1
1
0
4
0
0.3
0.502654
-1
41
40
0.654874
-1.287528
AC
1,219
5,869.602633
4,719.182166
4,807.202566
7
10
CA
66
1
BC
1
0
-1
0
200
0
INTERNET
5.382296
other
0
1
0
4
0
0.9
0.732065
-1
183
40
0.011711
-0.76632
AB
3,561
2,810.582548
4,865.96039
4,830.176335
1,962
8
CA
166
1
BA
1
1
3
0
1,000
0
INTERNET
0.722202
windows
1
1
0
4
0
0.7
0.848692
-1
71
60
0.035661
-1.809427
AB
347
7,170.83874
5,426.52536
4,208.229554
11
7
CC
141
0
BA
1
1
2
1
200
0
INTERNET
4.818146
windows
0
1
0
4
0
0.1
0.91069
-1
32
30
0.003352
-0.740979
AC
1,783
6,561.284116
4,848.847031
4,855.030852
1
8
CD
84
1
BB
1
1
-1
0
200
0
INTERNET
3.881417
linux
1
1
0
4