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float64
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int64
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float64
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float64
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float64
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6.99k
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int64
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int64
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int64
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housing_status
stringclasses
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int64
0
1
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bank_months_count
int64
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has_other_cards
int64
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float64
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int64
0
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stringclasses
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float64
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85.9
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stringclasses
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int64
0
1
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0.01674
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3,257.339242
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5,206.36802
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0.005855
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4,516.827532
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6,970.917544
5,329.476739
5,089.52979
1,828
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33
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6,269.362264
4,255.672301
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10
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125
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0.2
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0.017769
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1,759
9,432.642056
5,815.077868
4,136.111557
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114
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4,001.64909
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11
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135
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5,044.491177
4,386.625468
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145
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0.011431
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5,153.237236
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3
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241
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3,335
5,496.319055
4,254.191916
4,848.987912
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0.008737
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0.996718
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0.021151
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6,294.102184
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9,946.110045
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0.098509
55
3
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0.009267
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3,368.712169
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4,167.17621
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298
6,778.119127
5,120.646357
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180
1
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9,281.568431
6,071.420068
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261
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195
1
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0.9
0.484567
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1,108
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175
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0.030785
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5
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0.000297
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2,794
3,807.465869
4,902.060259
4,894.323931
219
8
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135
1
BC
0
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500
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windows
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0.9
0.849296
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51
20
0.003141
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1,980
1,662.028508
4,195.968626
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13
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229
0
BE
0
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1,500
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windows
1
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0.4
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20
30
0.011279
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603
9,420.969907
5,736.949842
4,321.897516
1
7
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102
0
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500
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0.9
0.466062
44
7
20
0.000724
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1,702
7,401.903631
5,480.457303
4,925.225681
0
10
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171
0
BB
0
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500
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21.754067
x11
1
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0.7
0.927082
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127
40
1.412154
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2,629
5,114.633714
4,944.382362
4,351.336302
1
4
CB
124
1
BC
1
1
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0
200
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6.787204
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4
0
0.8
0.457842
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51
30
0.018569
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1,818
7,878.322481
4,538.965547
4,286.173069
1
8
CA
151
1
BB
1
1
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1
200
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1.043279
linux
1
1
0
4
0
0.1
0.300731
21
25
20
0.019532
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2,468
339.564823
2,819.855281
5,050.766511
0
12
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167
0
BB
1
1
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500
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1.460215
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1
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0.3
0.776787
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155
50
0.01387
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1,627
4,436.59017
4,834.836983
4,957.561736
1,843
9
CA
283
0
BB
1
1
2
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1,500
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21.786415
windows
1
1
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4
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0.5
0.551949
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21
20
0.0344
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1,092
1,086.904095
2,781.865547
4,210.241054
7
10
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100
1
BB
1
1
20
0
500
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macintosh
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4
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0.7
0.464645
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71
30
0.020935
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840
7,120.158883
4,683.294983
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0
13
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73
1
BC
0
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200
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macintosh
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1
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0.8
0.335992
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320
20
0.019845
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2,009
5,980.745037
4,961.371036
4,289.641122
8
18
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220
0
BA
0
1
25
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1,000
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1
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4
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0.7
0.068355
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226
40
0.000233
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1,341
3,411.312467
5,061.101687
4,497.154879
1,858
10
CA
88
0
BB
1
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30
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200
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0.86159
windows
1
1
0
4
0
0.8
0.877446
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109
50
0.023678
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AC
1,581
5,595.910037
7,326.565676
3,620.005746
0
2
CA
113
1
BB
1
1
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0
200
0
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10.908117
other
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4
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0.1
0.485193
-1
131
50
2.920141
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1,874
8,259.071482
5,612.344401
5,070.012837
0
7
CA
161
0
BA
0
1
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200
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8.850376
windows
0
1
0
4
0
0.6
0.561367
-1
50
40
0.001472
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2,207
8,261.267556
5,223.500448
5,043.839746
25
8
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138
0
BC
0
1
21
0
200
0
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4.950859
other
1
1
0
4
0
0.7
0.859327
-1
195
20
0.012268
51.775972
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1,198
699.163535
3,959.768911
4,338.528203
754
5
CE
151
0
BE
1
1
21
0
200
0
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1.646807
linux
0
1
0
4
0
0.7
0.998543
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41
20
0.016421
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1,981
5,449.720291
4,852.125061
4,923.632795
262
12
CA
187
1
BC
1
1
30
1
500
0
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11.197127
windows
0
1
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4
0
0.1
0.847695
12
13
30
0.003734
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926
8,769.032707
5,408.218151
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1
6
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199
0
BC
0
1
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1
1,000
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3.411724
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1
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0.5
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27
30
0.002219
49.8243
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2,251
2,991.538542
4,113.006868
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3
11
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191
0
BA
1
1
1
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500
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4.041935
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0
1
0
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0.6
0.202903
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383
70
0.024296
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2,785
3,642.301636
4,647.147188
4,782.295634
16
1
CC
123
1
BB
0
0
30
0
510
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TELEAPP
3.696521
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1
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4
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0.9
0.234461
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202
40
0.019451
50.51849
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809
3,376.023442
3,286.90242
4,368.728622
5
6
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84
0
BB
0
1
31
1
500
0
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1.366299
windows
1
1
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0
0.9
0.600586
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53
30
0.003666
107.67131
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1,277
978.780939
4,124.995302
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1
19
CA
191
1
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0
1
20
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500
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6.915891
windows
0
1
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0
0.6
0.165255
-1
110
40
25.989098
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1,420
3,617.082031
5,760.127719
4,752.779422
1
5
CC
176
1
BC
0
1
-1
0
500
0
TELEAPP
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other
0
0
0
4
0
0.9
0.883902
-1
233
30
0.009738
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AD
1,253
9,767.886362
5,667.836098
4,841.415644
1,853
8
CA
137
1
BB
1
1
1
1
1,000
0
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1.287322
windows
0
1
0
4
0
0.8
0.691743
-1
119
50
0.03001
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AC
834
5,832.155186
4,272.977353
4,982.758395
0
8
CA
112
0
BA
0
1
-1
0
200
0
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6.10711
windows
1
1
0
4
0
0.8
0.639819
-1
113
50
0.037955
14.016901
AA
907
6,872.113302
5,051.867085
4,340.258475
1,969
6
CB
139
0
BB
1
0
5
0
500
0
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4.251987
windows
1
1
0
4
0
0.9
0.809001
-1
111
40
0.003479
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AB
845
5,694.032044
4,127.310646
4,956.324116
15
4
CA
127
0
BA
1
1
5
0
200
0
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11.929207
windows
1
1
0
4
0
0.8
0.377747
-1
169
40
0.007981
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AC
1,316
4,445.191224
4,836.903447
4,247.699477
1
8
CA
240
1
BC
0
1
-1
0
1,500
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0.955695
macintosh
0
1
0
4
0
0.3
0.893763
88
10
30
0.020979
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3,067
7,637.699007
5,860.357824
4,759.372558
30
10
CA
73
0
BC
0
1
22
0
500
0
INTERNET
12.414986
windows
0
1
0
4
0
0.9
0.515545
-1
34
20
0.041202
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AB
923
10,659.017919
5,403.484585
4,254.08563
2,036
18
CA
121
1
BE
0
1
25
0
200
0
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15.323385
linux
0
1
0
4
0
0.8
0.110806
57
11
30
22.95862
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AC
1,054
5,595.789012
3,540.215218
4,827.639144
1
13
CF
117
1
BB
1
1
-1
0
200
0
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8.267915
linux
0
1
0
4
0
0.6
0.137783
320
8
50
1.443914
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550
2,598.236473
5,098.486201
4,880.16447
0
6
CA
84
0
BA
0
1
-1
0
200
1
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7.035677
macintosh
0
1
0
4
0
0.4
0.541721
-1
177
30
0.035051
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AB
925
11,761.680133
6,144.672354
5,131.430697
16
7
CD
83
0
BB
1
1
1
0
200
0
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7.267852
linux
0
1
0
4
0
0.8
0.305376
-1
76
30
0.008627
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350
4,515.899874
2,452.672313
5,331.572603
7
10
CA
148
1
BB
0
1
25
1
500
1
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4.051923
linux
0
1
0
4
0
0.7
0.98774
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46
30
0.025441
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1,149
3,831.405093
4,131.788946
5,018.087011
1
12
CA
161
0
BC
0
1
30
0
500
0
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2.629343
windows
0
1
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4
0
0.9
0.141895
-1
14
20
0.022544
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1,206
984.812991
6,087.519414
4,831.736004
14
11
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109
1
BA
1
1
1
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200
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9.712537
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0.2
0.647373
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198
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0.003461
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3,161
4,244.840889
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1
8
CA
93
1
BE
1
0
-1
1
500
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1
1
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0.8
0.586251
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49
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2,272
4,551.031199
3,414.194762
4,332.004982
173
11
CA
152
0
BE
1
0
28
0
1,000
0
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51.81048
other
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1
0
4
0
0.2
0.480804
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68
40
0.03695
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AB
1,131
9,108.288138
5,501.198646
4,183.800843
185
6
CA
134
0
BB
1
1
1
0
200
0
INTERNET
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other
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1
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4
0
0.1
0.514888
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118
10
0.005557
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AC
1,185
4,720.573294
3,516.273223
4,833.431329
1
8
CA
53
0
BE
0
1
-1
0
200
0
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1.798915
linux
1
1
0
4
0
0.1
0.143392
-1
77
50
0.901376
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AC
1,619
7,725.772285
2,763.03834
4,891.813483
1
2
CA
172
1
BC
0
1
-1
0
1,000
0
TELEAPP
0.311331
other
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1
0
4
0
0.6
0.122772
11
6
30
0.837789
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AC
1,190
8,741.339053
6,882.341268
6,269.210034
0
13
CA
2
1
BC
0
1
-1
0
200
0
INTERNET
8.733973
linux
1
1
0
4
0
0.8
0.087173
25
14
30
0.01548
-1.11572
AD
1,288
2,288.466744
4,192.206397
4,832.804004
18
19
CB
79
1
BC
0
1
1
0
200
0
INTERNET
0.764434
linux
0
1
0
4
0
0.1
0.757372
-1
181
40
0.006125
-1.140779
AD
2,840
7,467.695208
5,534.395125
4,214.698397
1
5
CA
128
0
BE
1
1
26
1
200
0
INTERNET
4.993652
other
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1
0
4
0
0.3
0.304436
28
2
10
0.003613
-0.883475
AC
1,010
3,060.329721
4,617.343747
4,259.443613
1
7
CA
128
0
BC
0
1
-1
0
200
0
INTERNET
12.313649
linux
1
1
0
4
0
0.7
0.752894
30
3
30
0.009516
-0.635367
AB
1,426
4,837.035646
4,455.413941
4,300.392147
9
12
CA
165
0
BC
0
1
22
0
200
0
INTERNET
6.430152
linux
1
1
0
4
0
0.9
0.08533
-1
183
30
0.000898
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AD
1,821
8,420.589147
4,852.992492
4,855.628376
14
7
CA
175
1
BA
0
1
5
0
200
0
INTERNET
4.851478
other
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1
0
4
0
0.5
0.477738
-1
60
40
0.008379
-1.175177
AC
1,230
4,668.241897
4,321.895215
4,304.269888
0
11
CA
241
1
BA
0
1
-1
1
1,500
0
INTERNET
4.733297
other
0
1
0
4
0
0.8
0.154076
43
1
20
0.005791
-1.10717
AB
1,392
6,793.771004
5,099.874589
4,394.878186
7
9
CA
69
0
BC
0
1
29
0
200
0
INTERNET
20.62483
other
0
1
0
4
0
0.3
0.263919
-1
241
10
0.000782
-1.101772
AC
1,048
4,758.953357
4,179.419216
4,306.272941
0
6
CA
162
0
BE
1
1
-1
0
500
0
INTERNET
4.864916
other
1
1
0
4
0
0.4
0.535272
-1
111
40
0.012337
-0.882434
AD
1,371
2,919.219411
3,743.065952
4,833.181462
18
18
CA
117
1
BA
0
1
1
0
500
0
INTERNET
5.417294
other
0
1
0
4
0
0.2
0.902919
-1
49
10
0.00528
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AC
834
5,253.771464
6,094.959975
4,363.940222
0
10
CA
144
0
BE
0
1
-1
0
200
0
INTERNET
5.774538
other
1
1
0
4
0
0.5
0.543194
32
0
20
16.362001
-0.979131
AC
405
8,414.594991
5,070.606466
4,666.903916
0
9
CA
87
1
BC
0
1
-1
0
200
0
INTERNET
1.296083
linux
1
1
0
4
0
0.1
0.77569
-1
31
20
0.007168
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AC
2,130
4,318.212847
5,210.52496
4,948.616988
1
16
CB
136
0
BB
0
1
-1
0
200
0
INTERNET
2.558766
other
1
1
0
4
0
0.4
0.855873
-1
179
20
0.004638
-1.007027
AB
3,844
7,786.629435
5,117.719807
4,933.448924
14
13
CA
114
0
BE
0
1
1
0
500
0
INTERNET
7.535473
linux
0
1
0
4
0
0.7
0.991408
30
9
20
0.005655
-0.845784
AB
1,680
8,766.66896
6,967.473862
4,260.129081
12
2
CA
93
0
BE
1
1
15
0
200
1
INTERNET
2.001557
windows
0
1
0
4
0
0.2
0.78153
27
16
20
0.006224
-1.700933
AB
2,386
7,584.219248
5,144.487118
4,917.471023
12
11
CA
150
1
BE
0
1
21
0
500
0
INTERNET
9.223194
linux
0
1
0
4
0
0.1
0.142527
24
1
20
0.022613
-1.133828
AC
357
7,740.39568
3,903.295225
4,750.04624
0
10
CA
140
1
BC
0
1
-1
0
200
0
INTERNET
9.57742
linux
1
1
0
4
0
0.7
0.114824
-1
98
40
0.035252
-1.430621
AB
1,156
5,548.266653
4,199.88678
4,370.86592
7
10
CC
149
1
BB
0
1
28
1
200
0
INTERNET
9.536532
linux
1
1
0
4
0
0.7
0.754792
96
0
40
19.397714
-1.380652
AC
970
3,886.070086
6,237.295896
4,954.475956
0
10
CA
162
0
BC
1
0
-1
0
200
0
INTERNET
3.784486
other
0
1
0
4
0
0.9
0.147433
-1
123
10
0.021443
-0.505643
AC
1,544
13,354.636506
4,532.948749
5,142.500406
1
8
CA
70
0
BE
0
1
-1
0
200
0
INTERNET
6.136137
other
0
1
0
4
0
0.9
0.096928
24
31
20
0.028777
-0.693822
AD
719
3,296.475464
3,103.073696
4,293.906383
11
20
CA
154
1
BC
0
1
1
0
200
0
INTERNET
4.675972
windows
1
1
0
4
0
0.1
0.625051
-1
124
40
0.038338
-1.194094
AB
1,631
3,446.010123
3,352.00829
4,416.444767
1
9
CD
80
0
BB
1
0
1
0
200
0
INTERNET
1.572214
other
0
1
0
4
0
0.2
0.911541
32
23
10
0.010999
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AC
1,440
2,339.772352
7,124.226593
4,782.793283
1
9
CA
140
0
BC
0
1
1
1
200
0
INTERNET
7.209449
other
0
1
0
4
0
0.1
0.800931
-1
189
60
0.001408
11.075258
AA
2,137
7,657.699057
5,488.240048
5,085.600022
11
3
CA
129
1
BC
1
1
2
0
500
1
INTERNET
4.102528
windows
0
1
0
4
0
0.2
0.473899
-1
121
40
0.021599
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AD
845
11,411.618218
3,603.920472
3,750.977025
17
4
CA
97
0
BC
0
0
26
0
200
0
INTERNET
9.055282
other
1
1
0
4
0
0.5
0.191449
-1
148
50
0.017437
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AB
3,018
3,329.249094
4,091.457404
4,364.989088
14
5
CC
140
0
BB
1
0
15
0
200
0
INTERNET
9.743307
windows
1
1
0
4
0
0.6
0.16156
78
9
30
0.01064
-0.535992
AC
2,172
1,340.297166
3,226.294989
5,053.219234
1
17
CA
51
1
BC
0
1
-1
0
200
0
INTERNET
19.168031
windows
1
1
0
4
0
0.1
0.261144
-1
43
60
0.012705
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AB
825
7,723.660244
5,773.426671
4,170.020065
13
1
CA
170
0
BC
1
1
5
1
1,500
0
INTERNET
6.928097
linux
1
1
0
4
0
0.6
0.567321
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123
20
0.018137
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AB
599
3,352.499561
3,075.966793
4,468.268822
0
6
CA
130
0
BA
0
1
1
0
200
0
INTERNET
1.271935
macintosh
0
1
0
4
0
0.5
0.615314
-1
48
30
0.624629
49.377714
AA
2,431
2,338.599485
5,717.656874
4,298.65526
4
21
CA
76
1
BE
0
1
20
0
200
0
INTERNET
2.351671
windows
1
1
0
4
0
0.9
0.904784
-1
184
50
0.007341
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AB
1,148
756.720102
2,601.098324
4,327.959107
11
3
CA
224
1
BA
1
1
11
0
1,000
0
INTERNET
3.666284
linux
0
1
0
4
0
0.9
0.280566
29
2
50
0.02592
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AB
669
3,987.111022
3,540.567282
4,339.419666
7
8
CA
174
1
BC
1
1
1
0
500
0
INTERNET
2.455658
x11
0
1
0
4
0
0.9
0.431073
-1
272
50
0.001631
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AC
859
10,289.750961
3,848.099888
5,075.062721
1
4
CA
67
0
BB
1
1
-1
0
200
0
INTERNET
27.77482
windows
1
1
0
4
0
0.4
0.751869
294
10
30
17.117462
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AD
1,515
1,745.960039
4,431.738286
4,254.094575
31
10
CA
102
0
BC
0
1
28
0
200
0
INTERNET
11.686792
other
0
1
0
4
0
0.4
0.214759
-1
73
60
0.019472
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AD
1,379
190.721284
1,857.610088
3,124.241977
34
2
CA
166
0
BB
0
1
10
0
1,500
0
INTERNET
2.140358
windows
1
1
0
4
0
0.6
0.679179
-1
209
40
0.012643
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AB
1,068
3,332.425046
4,088.058773
4,253.848357
994
9
CE
190
1
BE
0
1
1
0
500
0
INTERNET
3.113408
macintosh
0
1
0
4
0
0.8
0.995132
52
2
30
0.007623
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AD
575
5,036.490818
3,746.697239
4,420.798864
12
9
CA
212
1
BC
1
0
11
0
1,000
0
INTERNET
5.114289
linux
1
1
0
4
0
0.7
0.150928
29
5
30
0.031755
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AD
1,261
6,894.321173
4,976.613994
4,398.864104
7
18
CA
157
0
BC
0
1
28
0
500
0
INTERNET
11.582696
windows
0
1
0
4
0
0.6
0.490999
-1
111
50
0.028752
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AC
1,290
1,837.438393
5,559.082062
5,002.311263
1
9
CA
93
1
BA
0
0
-1
0
200
0
TELEAPP
7.688076
other
0
1
0
4
0
0.7
0.545157
-1
113
50
0.008229
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AB
1,137
4,368.861405
4,659.997311
4,479.201437
1
10
CA
90
1
BB
0
1
28
0
200
0
INTERNET
1.500066
other
1
1
0
4