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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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float64
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78.5
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float64
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113
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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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0
39
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stringclasses
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int64
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int64
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stringclasses
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int64
0
1
phone_mobile_valid
int64
0
1
bank_months_count
int64
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32
has_other_cards
int64
0
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proposed_credit_limit
float64
190
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int64
0
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source
stringclasses
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session_length_in_minutes
float64
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85.9
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stringclasses
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int64
0
1
device_distinct_emails_8w
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2
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int64
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7
0
0.9
0.553906
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65
40
0.954357
-0.998296
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1,185
5,999.271159
4,489.374423
4,887.45477
1
7
CB
169
0
BC
1
0
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200
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1
0
4
0
0.8
0.303125
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67
40
0.008603
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1,135
1,260.036164
5,497.28227
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1
11
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107
1
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0
1
15
1
500
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1
1
0
4
0
0.9
0.781157
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164
60
0.008603
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1,218
4,086.179107
2,885.06518
4,389.124196
1
8
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302
0
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1
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1,500
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1,661
3,788.695812
5,207.062911
4,329.042166
32
9
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103
1
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28
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200
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0.5
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160
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0.006026
52.643687
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1,899
7,894.623447
5,176.665794
4,888.25514
561
6
CA
142
0
BE
1
1
28
0
200
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windows
1
1
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4
0
0.3
0.853956
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188
60
0.003114
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747
5,026.200648
4,476.346401
4,388.989723
1
2
CC
120
0
BB
1
1
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1
200
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0
0.7
0.515322
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44
40
0.00089
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1,259
8,076.733962
6,753.086104
4,887.758256
0
7
CA
184
0
BB
1
1
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500
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0.9
0.31487
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25
40
0.009375
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3,740
2,205.681898
5,817.211973
4,348.531062
8
6
CB
186
0
BC
0
1
25
0
500
0
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3.636968
windows
1
1
0
4
0
0.7
0.886195
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36
30
0.031035
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3,572
2,601.909132
4,832.497496
5,056.614767
13
16
CA
104
1
BE
1
1
31
0
200
0
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linux
1
1
0
4
0
0.6
0.59718
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27
30
0.014363
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1,007
3,803.087251
4,173.811718
5,119.76896
14
5
CA
141
0
BA
0
1
1
1
200
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1.168391
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1
1
0
4
0
0.8
0.285291
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157
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0.021024
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1,407
5,969.17563
4,095.242842
4,800.609056
0
5
CC
169
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85
14
40
9.173911
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9,634.95902
3,471.175456
4,892.461025
860
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82
1
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linux
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1
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0.2
0.272997
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40
0.006329
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1,334
4,951.024268
5,481.682058
4,325.904876
8
6
CA
125
0
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1
1
1
1
200
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linux
1
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0.8
0.992224
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40
0.001572
37.299913
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1,941
4,370.982044
5,588.237766
5,009.215987
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10
CA
127
1
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1
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11
0
500
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linux
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4
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0.2
0.885395
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160
40
1.033482
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830
6,994.541298
4,522.967991
5,180.046252
0
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42
0
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60
0.00184
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3,530
8,641.240002
5,096.537162
4,298.012326
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10
CB
212
0
BB
0
1
15
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500
0
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0
0.6
0.401497
42
14
20
0.019525
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476
4,646.238314
3,748.096176
4,368.647978
17
9
CA
225
1
BA
0
1
1
1
1,000
0
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linux
1
1
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4
0
0.2
0.728118
-1
81
50
0.016927
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791
6,112.124857
4,881.20145
4,284.840156
0
4
CA
241
0
BA
0
1
-1
1
1,000
0
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4.592173
windows
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0
0
4
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0.1
0.536866
-1
134
40
0.011177
-0.906579
AC
2,319
1,705.398645
4,814.585163
4,740.611456
0
10
CA
134
0
BA
1
0
-1
0
500
0
INTERNET
8.588923
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4
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0.8
0.103685
32
15
30
0.024671
16.522394
AA
1,054
2,367.495848
3,397.692055
4,904.085998
2
9
CA
108
1
BC
0
1
21
0
500
0
INTERNET
2.550791
other
1
1
0
4
0
0.1
0.332811
-1
37
20
0.025753
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1,049
5,303.355338
2,922.124435
3,456.783945
11
10
CA
231
1
BA
0
1
30
0
1,500
0
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1.689147
other
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1
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4
0
0.9
0.794315
-1
99
20
69.803149
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530
7,707.862427
4,909.802337
4,418.758919
12
6
CA
109
1
BE
0
1
-1
0
200
0
INTERNET
8.276423
macintosh
1
1
0
4
0
0.8
0.057906
55
34
20
0.026264
98.929675
AA
2,107
6,796.754435
5,585.404073
5,154.700539
1,634
4
CA
52
1
BD
1
1
5
1
200
0
INTERNET
1.982189
linux
1
1
0
4
0
0.9
0.877691
-1
180
30
0.000318
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AC
702
5,705.208775
3,363.244745
4,903.051835
1
10
CA
268
1
BA
1
1
-1
0
1,500
0
INTERNET
7.260687
windows
1
1
0
4
0
0.2
0.880232
-1
36
30
0.013601
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AA
2,985
3,561.83735
3,377.236652
4,319.770312
6
12
CF
139
1
BC
0
1
15
0
500
0
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3.059968
other
0
1
0
4
0
0.7
0.753681
-1
54
20
0.006195
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AC
2,479
9,171.423653
5,114.938159
6,001.098135
0
13
CB
85
0
BC
0
1
-1
0
200
0
INTERNET
4.568196
other
0
0
0
4
0
0.6
0.996912
-1
90
40
0.002926
-0.772537
AB
1,162
4,654.401214
3,509.601261
4,290.775965
12
6
CA
92
0
BA
1
0
1
0
200
0
INTERNET
3.007325
macintosh
1
1
0
4
0
0.4
0.322636
-1
363
50
0.016524
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3,343
6,739.050655
4,962.021212
4,926.050172
1
8
CA
231
1
BA
0
1
-1
1
1,500
0
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1.689172
linux
1
1
0
4
0
0.4
0.695505
-1
40
30
3.301596
49.705286
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1,568
8,130.888589
5,279.38367
4,365.166618
34
15
CA
167
1
BD
0
1
28
0
500
0
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6.651562
windows
0
1
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4
0
0.9
0.792196
-1
57
20
0.009919
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AB
1,150
6,535.44035
4,026.398658
4,756.134549
1,906
15
CA
242
0
BA
0
1
25
1
1,000
0
INTERNET
2.580642
windows
1
1
0
4
0
0.6
0.426842
-1
36
40
0.038619
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AD
1,108
9,780.779393
7,706.216758
4,918.113055
36
18
CA
151
0
BC
1
1
10
0
1,500
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1.78827
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1
1
0
4
0
0.6
0.835523
-1
186
40
0.002363
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1,538
2,371.303318
6,194.75226
4,442.095675
2,044
7
CC
130
1
BA
1
0
1
0
200
0
INTERNET
1.066126
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0
1
0
4
0
0.1
0.303002
-1
150
30
0.002631
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1,183
661.436177
5,117.248132
4,283.168487
11
12
CA
116
1
BB
1
1
19
1
200
0
INTERNET
3.791924
windows
0
2
0
4
0
0.5
0.299435
-1
27
40
0.012266
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AB
3,187
934.244458
4,100.920122
4,898.623583
51
13
CB
59
1
BC
0
1
21
0
200
0
INTERNET
14.286335
other
0
1
0
4
0
0.9
0.8243
-1
217
40
0.019735
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2,694
774.707027
3,537.737543
4,892.526961
322
6
CD
162
1
BC
0
0
25
0
200
0
INTERNET
3.359421
windows
0
1
0
4
0
0.8
0.777698
-1
46
20
0.02141
26.364695
AA
1,918
6,414.324053
5,000.771603
4,875.904692
1,962
13
CA
68
1
BE
0
1
9
0
200
0
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6.362364
linux
1
1
0
4
0
0.4
0.649059
96
7
40
0.013077
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1,327
2,593.867386
4,857.408042
4,310.781222
0
10
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106
1
BC
1
1
-1
0
200
0
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4.532829
linux
1
1
0
4
0
0.8
0.996475
27
9
20
0.015441
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1,107
6,422.916625
3,442.126094
5,552.78807
10
10
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64
0
BA
0
1
16
0
1,000
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4.068415
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0
1
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4
0
0.7
0.161052
-1
183
50
0.003389
-0.604264
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1,223
3,797.36967
5,486.938478
4,392.917939
512
9
CA
169
1
BA
1
1
1
0
500
0
INTERNET
4.506211
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0
1
0
4
0
0.1
0.238284
-1
132
30
0.032372
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3,535
5,194.098499
4,788.358545
4,818.649257
13
13
CA
111
1
BE
0
1
15
1
200
0
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16.435682
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1
0
4
0
0.9
0.764912
-1
362
30
0.005867
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3,743
5,013.032229
4,098.750832
4,399.118676
12
13
CA
306
0
BA
1
1
1
1
1,500
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INTERNET
2.741723
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1
0
4
0
0.4
0.536131
-1
355
30
0.036414
2.443044
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4,051
8,979.992045
5,970.839013
4,839.046751
2
19
CA
160
1
BE
0
1
10
0
1,500
0
INTERNET
5.37103
other
1
1
0
4
0
0.8
0.304225
-1
370
40
0.008727
101.360389
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2,989
5,174.444473
4,501.908473
5,003.50376
1,535
6
CA
190
1
BC
0
1
28
0
1,500
0
INTERNET
14.920411
windows
1
1
0
4
0
0.5
0.990266
-1
59
30
0.010683
106.50164
AA
1,357
9,231.340848
3,988.560132
4,967.291426
10
11
CA
102
1
BC
1
0
25
1
200
0
INTERNET
2.813374
windows
0
1
0
4
0
0.1
0.675626
-1
253
20
0.007855
-0.720261
AD
1,183
4,413.973135
3,621.184174
4,531.46973
9
8
CA
132
1
BE
0
1
6
0
200
0
INTERNET
3.802792
macintosh
1
1
0
4
0
0.9
0.087355
-1
89
60
0.028389
-0.717485
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1,209
5,022.507947
5,092.564364
5,044.521185
18
1
CA
159
1
BB
0
1
31
1
500
0
INTERNET
4.951403
windows
0
1
0
4
0
0.7
0.732113
-1
208
50
0.011244
24.447458
AA
1,274
8,794.074352
4,345.683809
5,187.996935
768
6
CA
300
0
BA
1
1
11
1
1,000
0
INTERNET
0.555385
linux
1
1
0
4
0
0.1
0.238528
-1
321
10
3.800551
-0.727767
AC
799
6,711.606277
5,243.459968
4,979.746805
0
7
CA
129
1
BE
1
1
-1
0
200
0
INTERNET
8.694513
macintosh
0
1
0
4
0
0.7
0.376246
-1
59
40
8.593255
98.308833
AA
843
8,346.691617
5,382.316607
4,818.414021
2
14
CD
230
1
BC
1
1
10
1
1,500
0
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4.224673
windows
1
1
0
4
0
0.6
0.82869
-1
58
60
0.024869
15.495735
AA
799
4,482.170193
5,569.774954
4,374.284365
5
5
CC
139
0
BA
1
1
31
1
500
0
INTERNET
3.804549
other
1
1
0
4
0
0.4
0.867924
-1
30
30
0.004414
21.145605
AA
1,875
2,491.019328
3,295.676578
4,361.578832
502
14
CA
98
1
BA
0
1
28
0
200
0
INTERNET
14.530374
macintosh
1
1
0
4
0
0.1
0.901306
-1
208
20
0.019088
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AB
2,166
9,123.219715
5,870.323866
5,031.796251
16
10
CE
106
0
BE
0
1
1
0
500
0
INTERNET
14.339146
other
0
1
0
4
0
0.1
0.367064
83
11
20
5.319123
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AC
1,335
6,947.009664
5,692.006968
4,821.399737
0
10
CA
110
0
BB
0
1
-1
0
200
0
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10.403704
linux
0
1
0
4
0
0.8
0.658107
-1
186
30
0.000137
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AB
2,172
2,895.558688
3,681.744521
4,931.585509
1,352
7
CA
131
1
BC
0
1
19
0
500
0
INTERNET
15.05891
linux
0
1
0
4
0
0.7
0.070062
-1
169
40
0.024671
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3,129
4,959.225169
4,295.766558
5,134.282221
2
18
CA
192
1
BA
0
1
31
1
1,500
0
INTERNET
7.908831
macintosh
0
1
0
4
0
0.3
0.904895
-1
366
20
0.007286
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AB
1,186
4,951.848682
4,560.239549
4,826.158406
24
7
CA
96
1
BD
0
1
5
1
200
0
INTERNET
13.641023
linux
0
1
0
4
0
0.2
0.085229
28
106
20
2.053448
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AD
547
3,822.206639
5,039.254975
4,302.870928
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1
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31
0
1,500
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0.7
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3
40
0.015554
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4,994.013342
4,671.748761
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14
CF
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1
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200
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0.9
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231
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0.004205
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3,442.754155
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13
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158
0
BA
1
1
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1
1,000
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0.6
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14
30
0.002411
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4,815.919061
2,993.161988
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11
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235
0
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1
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26
1
1,500
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0.3
0.595698
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48
20
0.022846
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8,462.869844
6,458.543509
6,755.905637
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14
CF
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1
BD
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1
11
1
1,500
0
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1
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4
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0.8
0.414412
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52
20
0.00115
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6,942.904569
5,396.874494
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1
9
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114
0
BB
0
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1
200
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1
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0.4
0.360195
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130
30
0.007523
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1,024
5,730.898095
4,168.918392
4,748.502336
0
9
CB
192
0
BB
0
1
1
1
1,000
0
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0
0.9
0.872881
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62
60
0.03702
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5,011.049201
4,273.312707
10
5
CC
160
0
BC
0
1
1
0
200
0
INTERNET
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windows
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1
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0
0.4
0.34816
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116
40
0.014434
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1,094
7,105.905026
3,597.639904
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15
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227
1
BB
1
1
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0
1,500
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0.814135
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297
20
0.015457
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10
CE
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0
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200
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0.6
0.312891
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43
50
0.000869
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8,676.368303
5,762.363925
4,167.388617
672
6
CA
197
1
BC
0
1
1
1
500
0
INTERNET
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linux
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1
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4
0
0.4
0.368477
62
11
20
0.01233
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1,177
1,117.460454
3,385.049934
4,484.28432
8
18
CB
46
0
BB
0
1
10
0
200
1
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linux
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1
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0
0.9
0.054974
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14
30
0.000674
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2,275
4,291.01065
3,154.084757
4,827.884146
769
10
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155
0
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1
1
1
0
500
0
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macintosh
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20
8.411951
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AB
859
7,954.978265
4,695.413995
5,088.248382
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8
CA
212
1
BC
0
1
23
0
200
0
INTERNET
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windows
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1
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4
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0.3
0.530013
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31
50
0.003191
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838
5,978.019507
4,352.101547
3,581.292899
56
5
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102
0
BC
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1
1
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200
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0.9
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173
50
0.020792
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728
7,549.013977
4,103.459234
4,904.436324
13
7
CB
186
1
BC
0
1
6
1
500
1
INTERNET
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windows
0
1
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4
0
0.6
0.999512
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184
50
0.01169
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AB
1,122
4,081.969122
4,502.464069
4,355.277029
2
6
CA
156
0
BA
1
1
4
0
500
0
INTERNET
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windows
1
1
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4
0
0.9
0.779405
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40
20
0.03279
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1,153
9,732.734546
5,922.253542
4,294.350458
11
9
CA
133
1
BA
1
0
1
0
200
0
INTERNET
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linux
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1
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4
0
0.1
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11
50
0.016276
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AC
895
9,425.249235
5,174.236675
4,839.413856
0
2
CC
86
0
BC
1
1
-1
1
200
0
TELEAPP
3.5627
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1
0
4
0
0.6
0.244389
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79
20
0.016758
12.856797
AA
1,652
1,247.0004
3,181.735627
4,269.208638
6
14
CA
177
1
BE
0
1
28
0
500
0
INTERNET
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linux
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1
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4
0
0.6
0.775129
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302
50
0.007567
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742
7,073.401413
6,023.456916
4,727.621867
41
5
CA
52
0
BA
0
1
26
0
500
0
INTERNET
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other
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1
0
4
0
0.7
0.061354
143
16
40
0.011585
51.280392
AA
2,285
8,551.030055
5,937.413924
5,026.879072
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12
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182
0
BD
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1
26
1
500
0
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1
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4
0
0.9
0.156489
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55
40
0.008225
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1,404
3,979.02304
6,151.377483
4,325.025831
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8
CA
97
1
BB
1
1
-1
1
200
0
INTERNET
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0
4
0
0.6
0.788943
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37
20
0.008866
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AA
993
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17
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15
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BE
0
1
10
1
200
0
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1
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0
0.8
0.99941
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17
20
0.014808
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1,235
6,710.378196
3,612.841889
5,076.678691
34
5
CA
101
0
BC
1
1
11
0
200
0
INTERNET
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1
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4
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0.6
0.79655
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38
40
0.017852
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1,652
7,203.63484
4,376.618441
4,278.956146
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8
CA
225
0
BA
0
1
15
0
500
0
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linux
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1
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4
0
0.1
0.93806
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30
0.010303
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1,316
4,755.947444
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4,390.707595
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9
CA
140
1
BE
1
1
20
1
200
0
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0
0.6
0.505979
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172
30
0.003366
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1,257
3,517.12581
4,909.255799
4,379.98224
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10
CA
264
0
BB
1
1
-1
1
1,000
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4
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0.8
0.63308
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188
40
0.025019
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1,385
4,711.600887
2,657.842651
5,072.367926
14
4
CF
92
0
BB
1
0
15
1
200
0
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1
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4
0
0.5
0.561081
58
6
40
0.014777
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1,466
5,017.346112
3,932.682928
5,029.962149
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2
CA
202
1
BC
1
1
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0
500
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linux
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1
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4
0
0.8
0.614655
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190
40
0.033752
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1,168
6,087.077942
5,300.42625
4,987.048511
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7
CA
296
0
BA
0
1
20
0
1,500
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linux
1
1
0
4
0
0.5
0.792207
64
47
20
0.00895
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1,400
4,898.655375
5,323.123372
5,098.211035
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13
CA
160
1
BE
0
1
21
0
1,000
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linux
1
1
0
4
0
0.7
0.893139
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40
30
0.004422
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558
6,159.06595
5,495.739545
5,077.659721
1
13
CA
266
0
BC
0
1
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0
1,000
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1
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4
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0.8
0.99739
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3
30
0.026327
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942
6,569.747273
3,335.457852
4,356.084614
14
11
CA
184
1
BC
1
1
2
0
500
0
INTERNET
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linux
0
1
0
4
0
0.3
0.265434
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70
20
0.01164
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1,394
4,930.375051
4,183.016794
4,782.416188
1,579
11
CF
44
0
BB
0
1
15
1
500
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INTERNET
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4
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0.5
0.987435
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7
20
0.017265
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970
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4,864.19538
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6
19
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115
0
BB
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1
5
0
200
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0.1
0.350982
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39
40
0.022532
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889
8,415.877519
4,363.326229
3,774.282187
1
7
CA
259
1
BC
1
1
-1
0
1,000
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windows
1
1
0
4
0
0.5
0.283237
13
133
20
0.012036
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3,146
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2,921.189751
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12
11
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57
1
BB
1
1
20
0
200
0
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1
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0.7
0.733194
91
5
20
1.765785
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1,359
5,922.831159
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11
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56
0
BC
0
1
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200
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1
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4
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0.9
0.500004
61
0
50
24.922652
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2,379
5,327.090683
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4,302.947103
1
8
CB
175
1
BC
1
1
-1
0
500
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windows
0
1
0
4
0
0.5
0.335248
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144
50
0.017785
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1,086
5,382.04746
5,895.185406
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9
5
CA
265
0
BA
1
1
3
1
1,500
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7.09557
other
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1
0
4
0
0.7
0.302541
24
10
20
0.014016
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AB
993
4,308.32903
4,617.812472
5,166.202403
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16
CA
119
0
BB
0
1
1
0
510
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INTERNET
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1
0
4
0
0.8
0.10604
31
10
50
0.002523
51.579077
AA
844
8,763.791698
5,693.903429
5,023.567475
0
6
CB
53
1
BC
1
1
1
0
200
0
INTERNET
6.732081
other
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1
0
4
0
0.6
0.197478
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215
40
0.003849
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AC
909
5,865.644795
4,649.305141
5,090.90685
1
3
CA
57
0
BB
0
1
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0
200
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TELEAPP
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-1
0
4